US3710933A - Multisensor particle sorter - Google Patents

Multisensor particle sorter Download PDF

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US3710933A
US3710933A US00211473A US3710933DA US3710933A US 3710933 A US3710933 A US 3710933A US 00211473 A US00211473 A US 00211473A US 3710933D A US3710933D A US 3710933DA US 3710933 A US3710933 A US 3710933A
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cells
flow chamber
cell
electrical
inlet tube
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M Fulwyler
J Steinkamp
J Coulter
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US Atomic Energy Commission (AEC)
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
    • G01N15/10Investigating individual particles
    • G01N15/12Coulter-counters
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
    • G01N15/10Investigating individual particles
    • G01N15/14Electro-optical investigation, e.g. flow cytometers
    • G01N15/1456Electro-optical investigation, e.g. flow cytometers without spatial resolution of the texture or inner structure of the particle, e.g. processing of pulse signals
    • G01N15/1459Electro-optical investigation, e.g. flow cytometers without spatial resolution of the texture or inner structure of the particle, e.g. processing of pulse signals the analysis being performed on a sample stream
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B01PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
    • B01JCHEMICAL OR PHYSICAL PROCESSES, e.g. CATALYSIS OR COLLOID CHEMISTRY; THEIR RELEVANT APPARATUS
    • B01J2219/00Chemical, physical or physico-chemical processes in general; Their relevant apparatus
    • B01J2219/00274Sequential or parallel reactions; Apparatus and devices for combinatorial chemistry or for making arrays; Chemical library technology
    • B01J2219/00277Apparatus
    • B01J2219/00497Features relating to the solid phase supports
    • B01J2219/005Beads
    • G01N15/149
    • G01N2015/1019
    • G01N2015/1024
    • G01N2015/1028
    • G01N2015/103
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
    • G01N15/10Investigating individual particles
    • G01N15/14Electro-optical investigation, e.g. flow cytometers
    • G01N15/1404Fluid conditioning in flow cytometers, e.g. flow cells; Supply; Control of flow
    • G01N2015/1406Control of droplet point
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
    • G01N15/10Investigating individual particles
    • G01N15/14Electro-optical investigation, e.g. flow cytometers
    • G01N2015/1477Multiparameters
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
    • G01N15/10Investigating individual particles
    • G01N15/14Electro-optical investigation, e.g. flow cytometers
    • G01N2015/1486Counting the particles

Definitions

  • ABSTRACT An apparatus for rapidly and automatically analyzing and sorting minute particles on the basis of certain preselected characteristics. Particles flow in suspension through a flow chamber having multiple sensing means to detect preselected physical or chemical characteristics of each particle and then are jetted between charging electrodes and deflection plates. Signals from the sensors for each particle are compared with preset standards, and those droplets containing particles having characteristics not meeting those standards are automatically charged by the chargingelectrodes.
  • the deflection plates provide a constant electric field which deflects charg'ed droplets away from uncharged droplets, thus sorting particles on the basis of their conformance or nonconformance to standards set for the preselected characteristics.
  • This apparatus is particularly applicable to the rapicl and automatic sorting of biological cells.
  • PAIENIEUJ/III 16 I975 OSCILLATOR SHEET 5 [IF 7 8
  • the -invention described herein was made in the course of, or under, a contract with the U.S. ATOMIC ENERGY COMMISSION. It relates to an apparatus for automatic minute particle analysis and sorting and more particularly to an apparatus wherein the volume, shape, and fluorescence of biological cells in suspension in a continuously flowing fluid are rapidly and automatically measured and analyzed to determine if the cells appear to be normal or abnormal, and cells indicated to be abnormal are physically separated from their normal counterparts.
  • cytological material e.g., for the detection of cancerous or malignant cells
  • screening of cytological material is typically done by a hierarchy of two or more levels of screening. Initially, cell samples are prescreened visually by an observer to search out those that appear to contain abnormal cells. These are then set aside for later examination by a trained cytotechnologist or pathologist who makes the final judgment as to whether the cells are indeed cancerous.
  • this method presently works well, it has a number of disadvantages. It is slow, requires considerable technician time, thus making it costly, and is nonquantitative in that the criteria of abnormality used are largely subjective. Because of the time and cost, it is difficult to apply it to very large populations.
  • apparatus is an outgrowth of that disclosed in U.S. Pat. No. 3,380,584 and allows particle separation on the basis of multiparameter analysis. It is particularly applicable to the analysis and sorting of biological cells.
  • cellular volume, small-angle light scatter, and fluorescence are measured for each cell and compared with preset standards, and cells failing to meet these standardsare separated from cells conforming to the standards.
  • Cell samples stained with an appropriate fluorescent dye are diluted and suspended in physiological saline solution and introduced into a flow chamber on the axis of a moving stream of saline solution which acts as a sheath to confine the cell stream to the central axis of the system.
  • cells flow sequentially through an orifice which serves as a Coulter volume sensor wherein cell volume is electronically measured.
  • the cells flowing in suspension in the saline solution next intersect an argon-ion laser beam.
  • the individual cells scatter light and the dye bound to the cell is excited to fluoresce.
  • the scattered light provides quantitative information on cell size and shape, and the fluorescence is a quantitative measure of any cell constituents to which a fluorescent dye is bound, e.g., DNA content.
  • Small-angle light scatter is measured in the forward direction and fluorescence perpendicular to the cell stream and the laser beam.
  • the cell suspension After passing through the laser beam the cell suspension jets out into air through a coaxially aligned nozzle at the exit end of the flow chamber.
  • a piezoelectric crystal mechanically coupled to the flow chamber is used to produce uniform droplets by regularly disturbing the .emerging liquid jet. Most cells are effectively isolated into single droplets although not all droplets contain cells and certain droplets may contain two or more cells.
  • Droplets containing selected cells are electrically charged and then deflected into a separate receptacle by a static electric field.
  • An oscilloscope monitors individual signal pulses while a multichannel pulse-height analyzer, printer, and plotter provide and record pulse amplitude distributions representative of cell volume, light scatter, and fluorescence or combinations of these characteristics.
  • a variable delay pulse generator triggered by a single-channel pulse-height analyzer produces droplet charging pulses which are delayed to allow the cell being sorted to travel from the sensing region to the point of droplet formation and charging.
  • FIG. 1 is a block diagram showing the manner in which 'the apparatus of this invention may be used in a cancer screening program.
  • FIG. 2 is a simplified view of the apparatus showing the flow chamber and the charging and deflection plates used to achieve particle sorting.
  • FIG. 3 is an enlarged simplified cut-a-way view of the sensing portion of the flow chamber.
  • FIG. 4 is a detailed cross-sectional view of the flow chamber useful with a preferred embodiment of the invention.
  • FIG. 5 is a block diagram of the optical and electrical elements of a preferred embodiment of the invention.
  • FIG. 6 is a portion of a logic and switching block diagram for the multiparameter signal processing unit indicated in FIG. 5.
  • FIG. 7 is a continuation of the diagram of FIG. 6.
  • the apparatus of this invention may readily be used for rapid and automatic multiparameter analysis and sorting of various types of particles.
  • the size of the. particles analyzed is limited by the size of the Coulter volume sensing orifice. It will be apparent that a limitation on the type of particles that can be analyzed and sorted by this apparatus is that the particles be capable of analysis on the basis of their physical and chemical properties.
  • FIG. 1 Cell samples are prepared for flow system analysis by appropriate dilution, treatment to avoid clumping, staining with fluorescent dyes, etc., as required for the particular form of automated analysis to be used.
  • the cellular parameters measured are cell volume, small-angle light scatter, and fluorescence.
  • the fluorescence measurements depend on the use of biochemically specific stains. Sensors to make these particular measurements are compatible with each other and with electronic sorting of cells.
  • the electronic sorting technique is similar to that described in US Pat. No. 3,380,584.
  • a signal from each sensor. is transmitted to a multiparameter signal processing unit, processed, and coinpared with predetermined criteria of abnormality.
  • the signals obtained from the sensors and representing measured cell characteristics are processed to yield ratios, overlapping ranges, etc., which most effectively describe abnormal cells.
  • the processed signals are electronically compared with specified standards, and the corresponding cell is designated as normal, abnormal, or ambiguous. Once the signals have been obtained, the time required for signal processing and the sorting decision is on the order of 25 users. Classification of a cell as abnormal or ambiguous produces a signal causing a droplet containing that cell to be deflected away from the droplets containing normal cells.
  • Results of analysis of thiscell may be stored separately from data for normal cells of the sample. Sorted abnormal or ambiguous cells are counterstained and held for visual examination by a cytologist. To aid his evaluation of the sorted cells, distributions of the various measured cellular characteristics or combinations of the characteristics of the entire sample or only the abnormal cells underexamination are available from processed data storage.
  • the apparatus of this invention provides both printouts and an oscilloscope display of the data.
  • the specificembodiment disclosed herein is based on the multiparameter analysis of the volume, fluorescence, and small-angle light scatter of individual cells, it will be readily apparent to one of reasonable skill in the art that the analytical and sorting techniques embodied in this invention are readily applicable to other forms of high-speed sensing, and that the electronic and mechanical components of the embodiment described may readily be altered to allow for the measurement of other parameters.
  • the small-angle light scattering sensing may be replaced with sensors capable of detecting light absorption or fluorescence at an additional wavelength.
  • FIGS. 2 and 3 illustrate the basic flow system and sensing region of the apparatus of this invention.
  • An appropriately prepared cell sample is introduced as a continuously flowing suspension into flow chamber 3 through sample entry tube 1 from pressurized reservoir 72.
  • tube 1 Within chamber 3 tube 1 is centered and extends partially through a larger tube 19 which tapers to a nozzle 22 at its lower end.
  • a continuous flow of cell-free liquid, known as a sheath liquid is introduced into tube 19 through sheath input tube 18 from pressurized reservoir 70 and flows coaxially 20 around tube. 1.
  • As the cell stream exits from tube 1 it is reduced in diameter 17 as it obtains the velocity of the sheath liquid. Relative velocities and flow rates are determined by a differential pressure regulator system.
  • sheath liquid and cells in suspension be essentially laminar in nature to avoidturbulence effects as the sheath liquid and cell suspension pass through volume sensing orifice 21 in nozzle 22.
  • the pressure differential between sheath liquid 20 and the cell stream is adjusted to provide a cell stream 28 through orifice 21 having a diameter such that most cells pass through one at a time.
  • Orifice 21 serves as a Coulter volume sensing orifice in which the impedance is changed in accordance with the volume of the cell passing through.
  • the laminar flowing sheath liquid acts not only to control the size of the cell stream passing through orifice 21 but also to center it within the orifice, thus substantially reducing electric field edge effects affecting the volume sensing.
  • cell stream 28 intersects a beam 4 of intense light.
  • Flow chamber 3 is provided with an entry port 35 through which this beam may be focused on the cell stream.
  • Ports 36 serve as exits for fluorescence 9 and light scatter 11 produced as the result of the interaction 16 of the light with a single cell as the cells flow sequentially in cell stream 28.
  • Light beam 4 intersects cell stream 28 at an angle of approximately 90. Fluorescence is given off in all directions but is only measured in a cone 9 extending at right angles to the plane ofintersection of cell stream 28 and light beam 4. These 90 angles are critical only insofar as they serve to simplify the optical measurements involved.
  • Cell stream 28 jets from flow chamber 3 through exit nozzle 26. It is essential that orifice 21 be properly aligned with nozzle 26. Misalignment may result in interference with the optical measurements because of turbulence and will affect the proper timing by which measurements associated with a particular cell are translated into a sorting signal because the cells lose their sequential and equal spacing within cell stream 28. It is also necessary that the cell stream and its surrounding sheath liquid leave flow chamber 3 at a sufficiently high velocity to form a jet 10. Because of the pressure drop associated with orifice 21 an additional source of sheath liquid is required to provide a sufficient pressure in region 30 for an adequate jet to form. This second sheath liquid input 25 occurs through tube 54 which is connected to sheath input tube 12.
  • Tube 12 is in turn connected to pressurized sheath liquid reservoir 71.
  • the input 25 is sufficiently far from cell stream 28 that it does not introduce any effect on the cell flow aside from increasing the velocity through nozzle 26.
  • Sheath liquid input 25 has the additional advantage of allowing the flow chamber to be flushed of accumulated gases. Because the volume sensing involves the use of electrical current there is a tendency for electrolytic dissociation to occur in the liquids present in flow chamber 3.
  • the dimensions of the flow chamber are sufficiently large that the gas bubbles resulting from such dissociation rise to the top of the flow chamber and may be temporarily stored there without disrupting the optical or electrical sensing. However, it is desirable that some means be present to periodically flush any collected, gases from the system. This is readily accomplished by means of input tube 12. When flushing is required, a valve in flushing outlet tube 2 is opened and additional sheath liquid is added to flow chamber 3 through inlet tube 12.
  • a vibration means 31 is coupled to flow chamber 3 by means of coupling rod 32. Vibrations imparted to flow chamber 3 produce minute disturbances or bunching 29 on jet 10. By producing these disturbances at a proper frequency, determined by the jet diameter and velocity, they are made to grow in amplitude by surface tension until jet 10 is broken into evenly spaced, uniformly sized droplets 13. In this way cells in suspension are isolated into liquid droplets.
  • the manner in which vibration means 31 is coupled to flow chamber 3 is not critical except that the vibration frequency must be kept relatively constant. Typically, a piezoelectric crystal is used as the vibration source, but other means may readily be used.
  • the droplets 13 thus produced pass between charging electrodes 5 where those droplets determined to contain abnormal cells on the basis of an analysis of the volume, light scatter, and fluorescence of each cell are charged. Droplets indicated to contain normal cells are not charged. This particular sequence is followed on the assumption that most droplets will contain normal cells and hence the simplest approach is to charge only the droplets containing abnormal cells. The reverse procedure can just as readily be adopted, however.
  • the droplets then pass through an electrostatic field between deflection plates 8. Under the influence of this field charged droplets 14 are deflected into separate receptacles 7 than the uncharged particles 15.
  • FIG. 4 is a detailed cross-sectional view of a flow chamber adapted for use with this invention.
  • Particles in suspension flow into the chamber through tube 1.
  • This tube which also serves as one electrode for the Coulter volume sensor, may be formed from any suitably conductive material.
  • this tube is formed from platinum-rhodium alloy to avoid corrosion problems resulting from the use of physiological saline solution as both the carrier liquid for biological cells and the sheath liquidsurrounding the carrier liquid.
  • Tube 1 is aligned coaxially within a larger tube 19 by means of a guiding star 46 and is provided with a nozzle 47.
  • This nozzle may be composed of platinum, but there is no requirement that this be so.
  • a noncorrosive material such as an appropriate plastic will serve as well.
  • Tube 19 ends in a nozzle 22 in which Coulter volume sensing orifice 21 is emplaced.
  • Tube 19 may be of any nonconductive material such as glass.
  • volume sensing orifice 21 is in a sapphire insert 34 bonded to a glass tube 19. Sapphire is used because of its ready availability, but insert 34 may consist of any suitable nonconductive material in which an appropriate orifice can be produced.
  • Sheath liquid is introduced into tube 19 through inlet tube 18. Sheath liquid also enters cuvette 23 through inlet tube 12 and flushing tube 54. Flushing tube 54 also serves as the second electrode for the Coulter volume sensor so that both tube 54 and tube 12 must be of suitably conducting material.
  • tube 12 is composed of platinum and tube 54 of platinum-rhodium alloy. Flushing outlet tube 2 connecting to the interior region 30 of cuvette 23 is provided for the removal of any gases that may be produced in region 30.
  • outlet tube 2 is provided with a valve; however, if desired, sheath liquid may be continuously flowed from flushing tube 54 through cuvette 23 and out outlet tube 2.
  • Cuvette 23 which is open at the top, may be made of any material that is an insulator and is transparent to light at the wavelengths used for light beam 4.
  • cuvette 23 is composed of quartz, primarily because a quartz cuvette of the desired size is readily available commercially. Centered in the base of cuvette 23 is an opening 58 through which nozzle 26 extends. To minimize wall effects on the velocity of the cells being jetted from nozzle 26, it extends nearly to plane A-A in'which the optical measurements on the individual cellsare made. This extension also allows volume sensing orifice 21 to be more easily aligned with orifice 59 in nozzle 26.
  • Cuvette 23 is surrounded by a body shell 24 of metal.
  • Shell 24 serves to protect cuvette 23 and also to shield the Coulter volume sensor from outside electronic noise.
  • At the base of shell 24 is sealing end plate 56 and nozzle retaining end plate 57.
  • End plate 56' has a circular opening 60 centered in it through which the extended portion of nozzle 26 is passed.
  • Nozzle 26 is secured by threading it into central opening 61 in end plate 57.
  • draw nut 55 Attached to the upper portion of body shell 24 is draw nut 55. Threaded into draw nut 55 is enclosure cap 52. Cuvette 23 is sealed closed within shell 24 and cap 52 by means of O-ring 48 located in well 62 in end plate 56 and gasket 51 adjacent to cap 52. Enclosure cap 52 extends partially into cuvette 23 to form well 63. At the base of well 63 is centered a circular opening 64 through which tube 19 extends. Angular adjusting seal gland 44 threads into well 63 until it is flush with the top of enclosure cap 52. Gland 44 has centered within it truncated conical shaped well 65 having lip 66 near its top. Well 65 has a circular opening 67 centered in its base through which tube 19 passes.
  • sealing collar 43 Around the upper end of tube 19 and attached to it is sealing collar 43. Atop sealing collar 43 and tube 19 is tube connector and positioner 41. Positioner 41 has a channel 68 through it by which tube 1 enters tube 19 and is coaxially aligned in the upper portion of tube 19. Sheath liquid inlet tube 18 also enters positioner 41 and by means of channel 69 passes sheath liquid into tube 49. Inlet tubes 1 and 18 are surrounded by a shielding tube 40 which serves to prevent the introduction of electrical noise into the flow chamber through either tube 1 or tube 18. Shielding tube 40 and positioner 41 are held in place on top of tube 19 by means of connector compression cap 42 which threads onto'sealing collar 43. .O-ring 50 provides a seal between collar 43 and positioner 4].
  • Located equidistant around seal gland 44 are four adjusting lock screws 45 (only one of which is shown in 1 FIG. 4). These lock screws 45 provide a ready means by which orifice 21 in the end of tube 19 may be aligned with orifice 59 in nozzle 26. As indicated earlier in this specification, it is essential to the proper functioning of this apparatus that these two orifices by accurately aligned.
  • FIG. 5 A block diagram of the electrical and optical elements of an embodiment of this invention useful in the rapid, automatic analysis and sorting of abnormal from normal cells is given in FIG. 5.
  • a piezoelectric crystal coupled to the flow chamber serves as the source of vibration for producing droplets at the desired frequency.
  • the light source used in this embodiment is an argonion laser which is appropriately focused to intersect the cell stream in the flow chamber.
  • the light beam entering the flow chamber normally has an elliptical cross section to aid in the analysis of the cell structure by means of the resultant light scatter and fluorescence.
  • the laser beam is optically shaped such that it has an elliptical cross section as the laser beamcell stream intersection.
  • the elliptical cross section improves ease in operation (alignment), increases signal strength improving resolution, and allows characterization of cell structure (nuclear-to-cytoplasm ratio) and doublet discrimination. Doublets are two cells passing through the flow chamber in contact with each other. To the volume sensor they appear as one abnormally large cell. To avoid receiving erroneous data from the against.
  • An argon-ion laser is used as the light source because cancerous cells usually contain substantially more DNA than do normal cells, and the fluorescence of an excited Feulgen dye biochemically bound to the DNA in a cell is a quantitative indication of the DNA present in the cell.
  • the argon-ion laser emits light at a wavelength suitable for exciting this dye to fluoresce. Pulse of fluorescence coming from the flow chamber as the result of the interaction of the light beam with the cells are focused by a lens system on a pinhole and then onto a photomultiplier tube. The signal from this photomultiplier tube is amplified and fed into a multiparameter signal processing unit.
  • the signal produced by the passage of individual cells through the Coulter volume sensing orifice has the advantage of already being electrical in nature so that all that is required of it is to amplify it and feed it also into the multiparameter signal processing unit.
  • the multiparameter. signal processing unit processes these input signals, compares them with certain preset standards, and then provides three types of output signal.
  • One signal is transmitted to a multichannel pulse height analyzer which in turn provides digital printouts, a pulse height analyzer display, and histograms of the data obtained from the multiparameter signal processing.
  • the signals from the processing unit may also be directly monitored by means of an oscilloscope display.
  • an output from the processing unit is passed through a single channel analyzer and separation logics and droplet charging generator to provide droplet charging pulses which act to separate selected cells from the cell stream. It is apparent that time delay means are used in conjunction with the multiparameter signal processing unit to coordinate all sensor signals with a particular cell.
  • the signals received by the multiparameter processing unit can be processed in various ways to modify their dependence on the measured property. For example, a signal proportional to cell volume (r") can be processed to make it linearly proportional to cell radius (r) or to area (r Because only one piece of data is produced by each sensor for each cell, the amount of information to be processed is small, and the requirements placed on the electronics are not great. By using a two-dimensional pulse-height analyzer, a two parameter frequency distribution of cells can be obtained. Threeor more parameter analysis requires the data capacity ofa small computer. As an alternative to storage of all information, logical restrictions can be imposed on the analysis scheme, thus lessening the electronics requirement.
  • the processed signals from several sensors can be combined as ratios (or sums, differences, etc.) and the frequency distribution of the combination determined among a population.
  • ratios or sums, differences, etc.
  • a ratio of the processed signals can be formed to obtain a distribution of RNA density among a population of cells.
  • a type of nuclear-to-cytoplasmic ratio is given by using a.
  • nucleus-specific fluorescent stain to give a measure of nuclear volume and total cell volume measurement by scattered light or by the Coulter sensor.
  • the multiparameter signal processing unit is the central electronic processing unit for single parameter analysis, ratio computing, serial or sequential analysis and subsequent cell sorting.
  • the signal processing unit serves as a central analog electronics computing interface between the sensors, the multichannel pulse height analyzer, and the cell separator control (single channel analyzer, separation logics, droplet charging generator).
  • the signal processing unit also provides x and; y outputs for a dual parameter pulse height analyzer.
  • Amplified signal (0.4 to 8.0 V) pulses from the Coulter or cell volume (CV), light scatter (LS), and fluorescence (FL) sensors are fed directly to the processing unit.
  • the unit has separate inputs for the volume, light scatter and fluorescence signals. If desired, asecond wavelength fluorescence signal, such as red, may be substituted for the light scatter input, or wide angle light scatter substituted for the fluorescence input.
  • the processing unit is divided into three sections: input conditions, signal processing, and output routing.
  • the Input Condition section (shown in FIG. 6) consists of Operation Mode and CV-FL/LS Delay selector switches.
  • the eight position operation mode switch allows signal parameter cellular analysis, i.e., CV, LS, and FL, and dual parameter analysis of cells, i.e., CV and FL, CV and no FL, CV and LS, LS and FL, and LS and no FL.
  • CV-FL/LS Delay switch is used to set the proper CV to FL/LS signal delay. This delay is on the order of psec. The delay need be only used in the dual parameter analysis mode when Coulter volume is to be analyzed.
  • the Signal Processing section consists 'of Ratio and Serial (Input and Analyze) Analysis selector switches (see FIG. 7).
  • a six position ratio selector switch allows the following ratios to be computed: CV/FL, CV/LS, FL/CV, FL/LS, LS/CV, and LS/FL. It is mandatory that the operation mode and ratio selector switch coincide, e.g., operation mode selector in the LS and FL position and ratio selector in either the LS/FL or FL/LS ratio position. It is also important that the CV to FL/LS signal delay be used if ratios containing C V are to be computed.
  • the serial or sequential analysis section consists of input and analyze selector switches (four positions each).
  • the serial analysis input selector switch selects either CV, FL, LS, or Ratio signals to be inputed to an external single channel pulse height analyzer (Serial SCA). If the signal amplitude falls within a variable width (0.4 to 8.0 V) preset SCA window, and SCA trigger pulse is produced and is returned to the signal processing unit gating on the serial analysis analyze linear gate, thus allowing either the CV, FL, LS, or Ratio signal to be analyzed, as determined by the Serial analysis analyze selector switch.
  • Serial SCA single channel pulse height analyzer
  • Both the Serial analysis input and analyze selector positions must correspond to the operation mode, CV-FL/LS delay, and ratio selector switches whenever required, e.g., Serial analysis input CV, Serial analysis analyze FL, Operation mode CV and FL, CV- FL/LS delay z psec, and ratio off.
  • the Output Routing section (see FIG. 7) consists of pulse height analyzer (PHA) input, separator input, and dual parameter analyzer input selector switches.
  • the FHA input can select single parameters (CV, LS, or FL), ratios, serial analysis input and analyze parame-
  • the signal processing unit serves as a gated-signalters to be routed externally to a multichannel pulse height analyzer, whereas, the separator input selector can route single parameters, ratios, or serial analysis analyze signals to the separator control.
  • the dual parameter pulse height analyzer selector switch provides outputs of CV -FL CV,-LS,, LS,-FL,,, CV,-Ratio',' FL ,Ratio ,and LS Ratio ,where the x and y subscripts refer to the x and y axes of the dual parameter PHA. By interchanging the x and y axis inputs the above can be inverted.
  • OPERATIONAL SEQUENCE Cell populations to be tested are first stained (Fluorescent Feulgen, etc.) are placed in aqueous suspension, such as normal saline. Fixed or unfixed cells can be measured. Prior to placing the cell suspension in the cell reservoir, it is filtered through a 60-70 micron nylon mesh screen to remove large debris and clumps. The electronics are in a standby condition, system pressurized, the laser turned on. The system is aligned and adjusted prior to cell measurements. If cell sorting is desired, the droplet generator oscillator-amplifier which electrically drives the piezoelectric crystal (or equivalent) transducer must be turned on.
  • aqueous suspension such as normal saline. Fixed or unfixed cells can be measured. Prior to placing the cell suspension in the cell reservoir, it is filtered through a 60-70 micron nylon mesh screen to remove large debris and clumps. The electronics are in a standby condition, system pressurized, the laser turned on. The system is aligned and adjusted prior to cell
  • Droplet formation is checked by illuminating the emerging liquid jet near the flow chamber with a strobe light or equivalent light source.
  • the strobe light is synchroflashed with respect to the oscillator frequency.
  • Droplet formation can then 'be viewed using a microscope.
  • droplet formation can be adjusted by varying the voltage and frequency applied to the piezoelectric crystal. Typical values are 15 volts RMS (sinusoidal) at 40 to 50 kHz.
  • the droplet charging electrode is placed astride the point of droplet formation (separation) about /16 inch below the flow chamber to ensure maximum droplet charging.
  • Typical charging pulses are 50 volts for 100-200 psec.
  • the electrostatic deflection plates are located 2 to 3 inches below the flow chamber and spaced about V; to 36 inches apart. A differential of kV do. is normally applied to the deflection plates.
  • a sample collection beaker or appropriate collection system is placed 8 to 9 inches from the flow chamber exit side and is slightly offset from the main jet (uncharged) so as to only collect the deflected droplets (charged). If it is not desired to sort out cells, then the above procedure can be omitted.
  • Suspended cells are placed in a pressurized (23.4 psi) cell reservoir.
  • Pressurized sheath fluid No.-l (24.0 psi) and sheath fluid No. 2 (20.0 psi) are turned on and proper droplet formation achieved if sorting is desired.
  • Sheath fluid No. l with no cell stream has a flow rate of 0.3 ml/min.
  • Sheath fluid No. 2 flow rate is approximately 3.9 ml/min.
  • the total flow rate exiting the 86 p. diameter exit nozzle is thus 4.2 ml/min.
  • the cell reservoir pressure of 23.4 psi corresponds to a cell stream flow rate of about 0.08 ml/min.
  • the cell' stream flow rate can easily be adjusted from O to 0.3 mllmintlOOpercent) by adjusting the cell reservoir pressure relative to sheath No. 2 reservoir pressure 0.2 psi),holding sheath No. l reservoir pressure fixed.
  • Sheath No. 1 pressure relative to sheath No. 2 pressure normally remains fixed, but can be varied if desired. Increasing sheath No. 1 pressure relative to sheath No. 2
  • a particle free sheath flows coaxially around the sample inlet tube and serves to centrally align the cell stream as it passes through the volume sensing orifice, thus improving the resolution of cell volume and fluorescence/light scatter measurements. Typical d.c.
  • aperture currents flowing from the volume signal electrode through the orifice can be adjusted from 0.05 to 1.0 mA.
  • the aperture current and amplifier gain can be adjusted to give volume signal pulses (0.4 to 8.0 V) which in turn are fed to the CV input of the multiparameter signal processing unit.
  • Typical volume signal risetime is about 20 usec with pulse widths of 40 usec.
  • Typical time delays between initiation of the Coulter volume and fluorescence/light scatter pulse are in the order of -180 usec.
  • Fluorescence and light scatter electro-optical pulses are amplified (0.4 to 8.0 V) and fed to their respective inputs on the signal processing unit.
  • Typical risetimes are in the order of l-2 p.sec with pulse widths of about 5 usec.
  • a second particle free sheath liquid (sheath No. 2) of normal saline serves to reduce the effect of the pressure drop created by the Coulter sensing orifice.
  • the cell exits the flow chamber via the exit nozzle contained in a liquid droplet which can subsequently be separated.
  • the approximate time delay between cell sensing and droplet formation is in the order of 1400 usec.
  • the processing unit serves as an interface between the multichannel pulse height analyzer, cell separation logics and droplet charging generator, and
  • the signal processing unit must be properly set up as previously discussed, depending upon the requirements for each experimental run.
  • the multichannel pulse height analyzer would be used first to display frequency distribution histograms of single parameters (volume,.light scatter, and fluorescence)'ratios of parameters, or possibly to serially analyze parameters, e.g., analyze the fluorescence for a given cell volume range, etc.
  • the dual parameter analyzer could also be used to analyze various dual parameter frequency distribution histograms that might be needed. From either or both the multichannel PHA and Dual Parameter PHA displays it isipossible to pick out abnormalities from various histograms, e.g., an abnormally large nuclear-to-cell volume ratio.
  • the cell separation logics-droplet charging generator can be set up to physically sort out those cells exhibiting questionable properties for microscopic examination and identification.
  • the lower and upper threshold level of the single channel pulse height analyzer (SCA) is set to accept pulse amplitudes (ratios, etc.) from cells exhibiting abnormal characteristics.
  • the SCA then triggers the droplet charging generator which produces a delayed (1400 usec) droplet charging pulse (50 V peak for 100-200 usec).
  • the optimum operating condition wouldbe that in which all cells pass singly through the volume sensing orifice and light beam and only one cell is caught in each droplet. As a practical matter, this is most difficult to achieve.
  • the cells are frequently widely spaced in the cell stream such that numerous droplets contain no cells. This presents no particular problem; however, when two cells are in actual contact (thus forming a doublet) or so closely spaced that the sensors cannot discriminate between them, then sensing data are received which indicate abnormal cells and a sort signal goes out. If, as is likely in the usual population of cells, the doublet is composed merely of two normal cells, this serves to dilute the purity of the sorted sample.
  • An apparatus for rapidly analyzing and sorting minute particles on the basis of preselected characteristics or combinations of preselected characteristics which comprises a. a flow chamber,
  • electrical deflecting means whereby charged droplets are deflected to a separate receptacle from that for uncharged droplets.
  • said flow chamber contains a. means whereby said particles are made to pass along a narrow stream of fluid, said siteam passing through a first region having a Coulter volume sensing orifice wherein the change of impedance produced by the passage of each particle is measured and a second region, termed a viewing region, wherein said stream intersects a beam of light from said high-intensity light source,
  • the apparatus of claim 3 having means for delaying the analog electrical signal produced by the passage of each particle through said volume sensing orifice and correlating it with the analog electrical signals produced for that same particle by the optical sensing means.
  • optical sensing means consist of a photodiode and a photomultiplier tube.
  • said means for causing said particles to pass along a narrow stream of fluid consists of a. a sample inlet tube for introducing said particles in suspension in said fluid into said flow chamber, said sample inlet tube extending substantially into said flow chamber, and
  • a first sheath liquid inlet tube concentrically surrounding said' sample inlet tube and extending somewhat beyond it into said flow chamber, said first sheath liquid inlet tube having a nozzle at its lower end in which is located said volume sensing orifice, whereby said particles on leaving said sample inlet tube are surrounded by a coaxial laminar flow of sheath liquid, said sheath liquid having a velocity sufficiently high to narrow the flow of particles in suspension to a stream of desired diameter and surround said stream substantially coaxially as it passes through said volume sensing orifice.
  • sample inlet tube serves as one electrode for said volume sensing orifice and said second sheath liquid inlet tube serves as the second electrode for said orifice.
  • said means for periodically disturbing said jet consists of a piezoelectric crystal coupled to said flow chamber and oscillated at a desired frequency.
  • said alignment means consists of a plurality of adjusting screws uniformly spaced around said first sheath liquid inlet outside said flow chamber whereby said first sheath inlet tube is rotated about an axis located partially within said reservoir.
  • An apparatus for rapidly sorting biological cells failing to meet preset standards of normality from cells meeting such standards by imparting an electrical charge to fluid droplets containing the abnormal cells and passing the charged droplets through a static electrical field whereby the charged droplets are deflected into a separate receptacle from that of uncharged droplets containing normal cells which comprises in combination a. means for introducing a suspension of cells in fluid meansfor generating a first electrical signal proportional to the volume of each cell as it passes through said first region of said channel in said flow chamber,
  • laser means for illuminating each cell as it passes through said second region of said channel, meansfor measuring the scatter in the laser light as it emerges from said first viewing port and generating a second electrical signal proportional to the amount of scatter
  • electrical delay means whereby said sort signal is used to activate the electrical charging means adjacent to the jet path at a time when the cell determined to be abnormal is in 'the droplet separation zone, said charging means remaining inactivated unless said sort signal is received, and
  • electrical deflecting means whereby charged droplets are deflected to a separate receptacle from that for uncharged droplets.

Abstract

An apparatus for rapidly and automatically analyzing and sorting minute particles on the basis of certain preselected characteristics. Particles flow in suspension through a flow chamber having multiple sensing means to detect preselected physical or chemical characteristics of each particle and then are jetted between charging electrodes and deflection plates. Signals from the sensors for each particle are compared with preset standards, and those droplets containing particles having characteristics not meeting those standards are automatically charged by the charging electrodes. The deflection plates provide a constant electric field which deflects charged droplets away from uncharged droplets, thus sorting particles on the basis of their conformance or nonconformance to standards set for the preselected characteristics. This apparatus is particularly applicable to the rapid and automatic sorting of biological cells.

Description

[ 11 3,710,933 51- Jan. 16, 1973 MULTISENSOR PARTICLE SORTER inventors: MGR]. Fulwyler; John A. Steinka l p; James R. Coulter, all of Los Alamos, N. Mex.
[73] Assignee: The United States of America as represented by the United States Atomic Energy Commission Filed: Dec. 23, 1971 Appl. No.: 211,473
[56] References Cited UNITED STATES PATENTS 7/1972 Gildardo ..209/1 1 1.8 X 4/1968 Fulwyler.... 2/1971 Kamentsky ..209/1 1 1.5
Primary Examiner-Richard Schacher Assistant Examiner-Gene A. Church AttorneyRoland A. Anderson [5 7] ABSTRACT An apparatus for rapidly and automatically analyzing and sorting minute particles on the basis of certain preselected characteristics. Particles flow in suspension through a flow chamber having multiple sensing means to detect preselected physical or chemical characteristics of each particle and then are jetted between charging electrodes and deflection plates. Signals from the sensors for each particle are compared with preset standards, and those droplets containing particles having characteristics not meeting those standards are automatically charged by the chargingelectrodes. The deflection plates provide a constant electric field which deflects charg'ed droplets away from uncharged droplets, thus sorting particles on the basis of their conformance or nonconformance to standards set for the preselected characteristics. This apparatus is particularly applicable to the rapicl and automatic sorting of biological cells.
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MULTISENSOR PARTICLE SOR'IER BACKGROUND OF THE INVENTION The -invention described herein was made in the course of, or under, a contract with the U.S. ATOMIC ENERGY COMMISSION. It relates to an apparatus for automatic minute particle analysis and sorting and more particularly to an apparatus wherein the volume, shape, and fluorescence of biological cells in suspension in a continuously flowing fluid are rapidly and automatically measured and analyzed to determine if the cells appear to be normal or abnormal, and cells indicated to be abnormal are physically separated from their normal counterparts.
In cytology there is an increasing demand for automated cell analysis and differentiation. Presently, the screening of cytological material, e.g., for the detection of cancerous or malignant cells, is typically done by a hierarchy of two or more levels of screening. Initially, cell samples are prescreened visually by an observer to search out those that appear to contain abnormal cells. These are then set aside for later examination by a trained cytotechnologist or pathologist who makes the final judgment as to whether the cells are indeed cancerous. Although this method presently works well, it has a number of disadvantages. It is slow, requires considerable technician time, thus making it costly, and is nonquantitative in that the criteria of abnormality used are largely subjective. Because of the time and cost, it is difficult to apply it to very large populations. Moreover, many, perhaps most, of the cellular specimens submitted to the medical laboratory are normal. For example, in cytologic examination for uterine cervical carcinoma, 98 percent of the women examined do not have cancer. The net result of this-as larger populations are examined for canceristo lower the level of alertness and interest of those that must do the prescreening. This, in time, results in a test that becomes less quantitative and more costly as personnel turnover increases.
The art reveals that many of these disadvantages could be overcome by application of flow systems methods of cell analysis to the prescreening process. Flow systems analysis allows observation of individual cells as they flow in suspension sequentially through a small detection volume. Large numbers of cells can be observed in short time periods and rapid automatic prescreening procedures developed. Common parameters used are light absorption, fluorescence, or scatter, or volume of the observed particles. While the literature reveals various claims that these parameters have been observed quantitatively, a primary difficulty is that a single parameter is frequently insufficient to differentiate quantitatively between normal and abnormal cells. Multiparamcter analysis increases the ability to distinguish among different types of cells. Additionally, because the majority of the cells observed are normal, it is highly desirably that means be provided to sort abnormal from normal cells so that the sample provided for later screening consists of a preponderance of cells believed to be abnormal. These various considerations and the present state of the art are set forth in considerable detail in Part A of Automated Cytology: A Symposium by Correspondence, Acta Cytologica, Vol. 15, Nos. 1-3 (1971).
In U.S. Pat. No. 3,380,584, one of the present inventors (Fulwyler) discloses an apparatus for sorting minute particles suspended in a fluid. Sorting is accomplished in accordance with a selected parameter which may be size, volume, presence of radioactivity, color,
fluorescence, light absorption, or any quantity capable of being translated into an electrical quantity. The particle separator disclosed in that patent, however, is based on single rather than multiparameter measurement.
Onlyone apparatus for sorting abnormal cells from large populations of normal cells on the basis of multiparameter analysis is known in the art. Kamentsky and Melamed, in Science, Vol. l56, p. 1364 (1967) reveal a spectrophotometric cell sorter which physically separates cells of predetermined optical properties from large populations of cells in suspension. The sorting is done on the basis of multiple optical measurements, and the separation system depends on fluid switching principles popular about 1964 for computer design. This spectrophotometric cell sorter has the disadvantages of being relatively slow and of being unable to provide a sample consisting primarily of the cells sought to be further screened. For example, the best er:
forts with this cell sorter produce final concentrations of the selected (i.e., abnormal as opposed to certain preset standards of normality) cells of about 1:5 from initial concentrations in the range of l:10,000.
The art teaches that performance of cell volume sensing instruments employing the principle of the Coulter counter in which a cell changes the impedance of a narrow orifice as it passes through an orifice can be improved if the cell suspension is surrounded by a coaxial flow of cell-free liquid as it passes through the orifice. Thus, for example, Merrill et al., in Rev. Sci. ln-
7 stru. Vol. 42, p. 1157 (l97l) reveal an improved cell volume analyzer with a coaxial flow of the cell suspension inside a sheath of cell-free solution through the sensing orifice. This apparatus, however, is not a cell sorter and operates as a single parameter analyzer. Although Merrill et al. suggest that it may be used for multiparameter analysis, the art does not reveal that it has been so used.
SUMMARY OF THE INVENTION Using a high-speed flow system and electronic and optical sensing, we have developed an apparatus for rapidly and automatically analyzing and sorting minute particles on the basis of certain preselected characteristics or combinations of these characteristics. The.
apparatus is an outgrowth of that disclosed in U.S. Pat. No. 3,380,584 and allows particle separation on the basis of multiparameter analysis. It is particularly applicable to the analysis and sorting of biological cells.
In one embodiment of the apparatus useful for sorting abnormal (malignant) cells from normal cells, cellular volume, small-angle light scatter, and fluorescence are measured for each cell and compared with preset standards, and cells failing to meet these standardsare separated from cells conforming to the standards. Cell samples stained with an appropriate fluorescent dye are diluted and suspended in physiological saline solution and introduced into a flow chamber on the axis of a moving stream of saline solution which acts as a sheath to confine the cell stream to the central axis of the system. Within the chamber, cells flow sequentially through an orifice which serves as a Coulter volume sensor wherein cell volume is electronically measured. The cells flowing in suspension in the saline solution next intersect an argon-ion laser beam. The individual cells scatter light and the dye bound to the cell is excited to fluoresce. The scattered light provides quantitative information on cell size and shape, and the fluorescence is a quantitative measure of any cell constituents to which a fluorescent dye is bound, e.g., DNA content. Small-angle light scatter is measured in the forward direction and fluorescence perpendicular to the cell stream and the laser beam. After passing through the laser beam the cell suspension jets out into air through a coaxially aligned nozzle at the exit end of the flow chamber. A piezoelectric crystal mechanically coupled to the flow chamber is used to produce uniform droplets by regularly disturbing the .emerging liquid jet. Most cells are effectively isolated into single droplets although not all droplets contain cells and certain droplets may contain two or more cells. Droplets containing selected cells are electrically charged and then deflected into a separate receptacle by a static electric field. An oscilloscope monitors individual signal pulses while a multichannel pulse-height analyzer, printer, and plotter provide and record pulse amplitude distributions representative of cell volume, light scatter, and fluorescence or combinations of these characteristics. A variable delay pulse generator triggered by a single-channel pulse-height analyzer produces droplet charging pulses which are delayed to allow the cell being sorted to travel from the sensing region to the point of droplet formation and charging.
BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a block diagram showing the manner in which 'the apparatus of this invention may be used in a cancer screening program.
FIG. 2 is a simplified view of the apparatus showing the flow chamber and the charging and deflection plates used to achieve particle sorting.
FIG. 3 is an enlarged simplified cut-a-way view of the sensing portion of the flow chamber.
FIG. 4 is a detailed cross-sectional view of the flow chamber useful with a preferred embodiment of the invention.
FIG. 5 is a block diagram of the optical and electrical elements of a preferred embodiment of the invention.
FIG. 6 is a portion of a logic and switching block diagram for the multiparameter signal processing unit indicated in FIG. 5.,
FIG. 7 is a continuation of the diagram of FIG. 6.
GENERAL DESCRIPTION The apparatus of this invention may readily be used for rapid and automatic multiparameter analysis and sorting of various types of particles. The size of the. particles analyzed is limited by the size of the Coulter volume sensing orifice. It will be apparent that a limitation on the type of particles that can be analyzed and sorted by this apparatus is that the particles be capable of analysis on the basis of their physical and chemical properties.
The figures within this specification are directed toward an embodiment of this invention useful in the analysis and sorting of abnormal from normal cells in a cytological screening program for the determinationof cervical cancer. The scheme is outlined in FIG. 1. Cell samples are prepared for flow system analysis by appropriate dilution, treatment to avoid clumping, staining with fluorescent dyes, etc., as required for the particular form of automated analysis to be used. In this particular scheme. the cellular parameters measured are cell volume, small-angle light scatter, and fluorescence. The fluorescence measurements depend on the use of biochemically specific stains. Sensors to make these particular measurements are compatible with each other and with electronic sorting of cells. The electronic sorting technique is similar to that described in US Pat. No. 3,380,584. As each cell is analyzed, a signal from each sensor. is transmitted to a multiparameter signal processing unit, processed, and coinpared with predetermined criteria of abnormality. Thus, while the cell is still inthe vicinity of the sensing region, the signals obtained from the sensors and representing measured cell characteristics are processed to yield ratios, overlapping ranges, etc., which most effectively describe abnormal cells. The processed signals are electronically compared with specified standards, and the corresponding cell is designated as normal, abnormal, or ambiguous. Once the signals have been obtained, the time required for signal processing and the sorting decision is on the order of 25 users. Classification of a cell as abnormal or ambiguous produces a signal causing a droplet containing that cell to be deflected away from the droplets containing normal cells. Results of analysis of thiscell may be stored separately from data for normal cells of the sample. Sorted abnormal or ambiguous cells are counterstained and held for visual examination by a cytologist. To aid his evaluation of the sorted cells, distributions of the various measured cellular characteristics or combinations of the characteristics of the entire sample or only the abnormal cells underexamination are available from processed data storage. The apparatus of this invention provides both printouts and an oscilloscope display of the data.
Although the specificembodiment disclosed herein is based on the multiparameter analysis of the volume, fluorescence, and small-angle light scatter of individual cells, it will be readily apparent to one of reasonable skill in the art that the analytical and sorting techniques embodied in this invention are readily applicable to other forms of high-speed sensing, and that the electronic and mechanical components of the embodiment described may readily be altered to allow for the measurement of other parameters. For example, using the flow chamber described herein, the small-angle light scattering sensing may be replaced with sensors capable of detecting light absorption or fluorescence at an additional wavelength.
DESCRIPTION OF THE PREFERRED EMBODIMENT FIGS. 2 and 3 illustrate the basic flow system and sensing region of the apparatus of this invention. An appropriately prepared cell sample is introduced as a continuously flowing suspension into flow chamber 3 through sample entry tube 1 from pressurized reservoir 72. Within chamber 3 tube 1 is centered and extends partially through a larger tube 19 which tapers to a nozzle 22 at its lower end. A continuous flow of cell-free liquid, known as a sheath liquid, is introduced into tube 19 through sheath input tube 18 from pressurized reservoir 70 and flows coaxially 20 around tube. 1. As the cell stream exits from tube 1 it is reduced in diameter 17 as it obtains the velocity of the sheath liquid. Relative velocities and flow rates are determined by a differential pressure regulator system. It is necessary that the coaxial flow of sheath liquid and cells in suspension be essentially laminar in nature to avoidturbulence effects as the sheath liquid and cell suspension pass through volume sensing orifice 21 in nozzle 22. The pressure differential between sheath liquid 20 and the cell stream is adjusted to provide a cell stream 28 through orifice 21 having a diameter such that most cells pass through one at a time. Orifice 21 serves as a Coulter volume sensing orifice in which the impedance is changed in accordance with the volume of the cell passing through. The laminar flowing sheath liquid acts not only to control the size of the cell stream passing through orifice 21 but also to center it within the orifice, thus substantially reducing electric field edge effects affecting the volume sensing. I
After leaving orifice 21, cell stream 28 intersects a beam 4 of intense light. Flow chamber 3 is provided with an entry port 35 through which this beam may be focused on the cell stream. Ports 36 (one not shown in FIG. 2) serve as exits for fluorescence 9 and light scatter 11 produced as the result of the interaction 16 of the light with a single cell as the cells flow sequentially in cell stream 28. Light beam 4 intersects cell stream 28 at an angle of approximately 90. Fluorescence is given off in all directions but is only measured in a cone 9 extending at right angles to the plane ofintersection of cell stream 28 and light beam 4. These 90 angles are critical only insofar as they serve to simplify the optical measurements involved.
Cell stream 28 jets from flow chamber 3 through exit nozzle 26. It is essential that orifice 21 be properly aligned with nozzle 26. Misalignment may result in interference with the optical measurements because of turbulence and will affect the proper timing by which measurements associated with a particular cell are translated into a sorting signal because the cells lose their sequential and equal spacing within cell stream 28. It is also necessary that the cell stream and its surrounding sheath liquid leave flow chamber 3 at a sufficiently high velocity to form a jet 10. Because of the pressure drop associated with orifice 21 an additional source of sheath liquid is required to provide a sufficient pressure in region 30 for an adequate jet to form. This second sheath liquid input 25 occurs through tube 54 which is connected to sheath input tube 12. Tube 12 is in turn connected to pressurized sheath liquid reservoir 71. The input 25 is sufficiently far from cell stream 28 that it does not introduce any effect on the cell flow aside from increasing the velocity through nozzle 26. Sheath liquid input 25 has the additional advantage of allowing the flow chamber to be flushed of accumulated gases. Because the volume sensing involves the use of electrical current there is a tendency for electrolytic dissociation to occur in the liquids present in flow chamber 3. The dimensions of the flow chamber are sufficiently large that the gas bubbles resulting from such dissociation rise to the top of the flow chamber and may be temporarily stored there without disrupting the optical or electrical sensing. However, it is desirable that some means be present to periodically flush any collected, gases from the system. This is readily accomplished by means of input tube 12. When flushing is required, a valve in flushing outlet tube 2 is opened and additional sheath liquid is added to flow chamber 3 through inlet tube 12.
A vibration means 31 is coupled to flow chamber 3 by means of coupling rod 32. Vibrations imparted to flow chamber 3 produce minute disturbances or bunching 29 on jet 10. By producing these disturbances at a proper frequency, determined by the jet diameter and velocity, they are made to grow in amplitude by surface tension until jet 10 is broken into evenly spaced, uniformly sized droplets 13. In this way cells in suspension are isolated into liquid droplets. The manner in which vibration means 31 is coupled to flow chamber 3 is not critical except that the vibration frequency must be kept relatively constant. Typically, a piezoelectric crystal is used as the vibration source, but other means may readily be used.
The droplets 13 thus produced pass between charging electrodes 5 where those droplets determined to contain abnormal cells on the basis of an analysis of the volume, light scatter, and fluorescence of each cell are charged. Droplets indicated to contain normal cells are not charged. This particular sequence is followed on the assumption that most droplets will contain normal cells and hence the simplest approach is to charge only the droplets containing abnormal cells. The reverse procedure can just as readily be adopted, however. The droplets then pass through an electrostatic field between deflection plates 8. Under the influence of this field charged droplets 14 are deflected into separate receptacles 7 than the uncharged particles 15.
FIG. 4 is a detailed cross-sectional view of a flow chamber adapted for use with this invention. Particles in suspension flow into the chamber through tube 1. This tube, which also serves as one electrode for the Coulter volume sensor, may be formed from any suitably conductive material. In the preferred embodiment this tube is formed from platinum-rhodium alloy to avoid corrosion problems resulting from the use of physiological saline solution as both the carrier liquid for biological cells and the sheath liquidsurrounding the carrier liquid. Tube 1 is aligned coaxially within a larger tube 19 by means of a guiding star 46 and is provided with a nozzle 47. This nozzle may be composed of platinum, but there is no requirement that this be so. A noncorrosive material such as an appropriate plastic will serve as well. Additionally, guiding star 46 and nozzle 47 may be combined and formed of the same material. Tube 19 ends in a nozzle 22 in which Coulter volume sensing orifice 21 is emplaced. Tube 19 may be of any nonconductive material such as glass. In the preferred embodiment, volume sensing orifice 21 is in a sapphire insert 34 bonded to a glass tube 19. Sapphire is used because of its ready availability, but insert 34 may consist of any suitable nonconductive material in which an appropriate orifice can be produced.
Sheath liquid is introduced into tube 19 through inlet tube 18. Sheath liquid also enters cuvette 23 through inlet tube 12 and flushing tube 54. Flushing tube 54 also serves as the second electrode for the Coulter volume sensor so that both tube 54 and tube 12 must be of suitably conducting material. In the preferred embodiment, tube 12 is composed of platinum and tube 54 of platinum-rhodium alloy. Flushing outlet tube 2 connecting to the interior region 30 of cuvette 23 is provided for the removal of any gases that may be produced in region 30. In the preferred embodiment, outlet tube 2 is provided with a valve; however, if desired, sheath liquid may be continuously flowed from flushing tube 54 through cuvette 23 and out outlet tube 2.
Cuvette 23 which is open at the top, may be made of any material that is an insulator and is transparent to light at the wavelengths used for light beam 4. In the preferred embodiment, cuvette 23 is composed of quartz, primarily because a quartz cuvette of the desired size is readily available commercially. Centered in the base of cuvette 23 is an opening 58 through which nozzle 26 extends. To minimize wall effects on the velocity of the cells being jetted from nozzle 26, it extends nearly to plane A-A in'which the optical measurements on the individual cellsare made. This extension also allows volume sensing orifice 21 to be more easily aligned with orifice 59 in nozzle 26.
Cuvette 23 is surrounded by a body shell 24 of metal. Shell 24 serves to protect cuvette 23 and also to shield the Coulter volume sensor from outside electronic noise. At the base of shell 24 is sealing end plate 56 and nozzle retaining end plate 57. End plate 56'has a circular opening 60 centered in it through which the extended portion of nozzle 26 is passed. Nozzle 26 is secured by threading it into central opening 61 in end plate 57.
Attached to the upper portion of body shell 24 is draw nut 55. Threaded into draw nut 55 is enclosure cap 52. Cuvette 23 is sealed closed within shell 24 and cap 52 by means of O-ring 48 located in well 62 in end plate 56 and gasket 51 adjacent to cap 52. Enclosure cap 52 extends partially into cuvette 23 to form well 63. At the base of well 63 is centered a circular opening 64 through which tube 19 extends. Angular adjusting seal gland 44 threads into well 63 until it is flush with the top of enclosure cap 52. Gland 44 has centered within it truncated conical shaped well 65 having lip 66 near its top. Well 65 has a circular opening 67 centered in its base through which tube 19 passes.
Around the upper end of tube 19 and attached to it is sealing collar 43. Atop sealing collar 43 and tube 19 is tube connector and positioner 41. Positioner 41 has a channel 68 through it by which tube 1 enters tube 19 and is coaxially aligned in the upper portion of tube 19. Sheath liquid inlet tube 18 also enters positioner 41 and by means of channel 69 passes sheath liquid into tube 49. Inlet tubes 1 and 18 are surrounded by a shielding tube 40 which serves to prevent the introduction of electrical noise into the flow chamber through either tube 1 or tube 18. Shielding tube 40 and positioner 41 are held in place on top of tube 19 by means of connector compression cap 42 which threads onto'sealing collar 43. .O-ring 50 provides a seal between collar 43 and positioner 4]. With tube 19 inserted, wells 65 and 67 sensors, they must therefore somehow be discriminated are sealed from cuvette 23 by O-rings 701 The seal of these O-rings can be adjusted by screwing seal gland 44 further in or out of enclosure cap 52 thus allowing.tube- 19 to be moved in or out of cuvette 23 as desired.
Located equidistant around seal gland 44 are four adjusting lock screws 45 (only one of which is shown in 1 FIG. 4). These lock screws 45 provide a ready means by which orifice 21 in the end of tube 19 may be aligned with orifice 59 in nozzle 26. As indicated earlier in this specification, it is essential to the proper functioning of this apparatus that these two orifices by accurately aligned.
A block diagram of the electrical and optical elements of an embodiment of this invention useful in the rapid, automatic analysis and sorting of abnormal from normal cells is given in FIG. 5. A piezoelectric crystal coupled to the flow chamber serves as the source of vibration for producing droplets at the desired frequency. The light source used in this embodiment is an argonion laser which is appropriately focused to intersect the cell stream in the flow chamber. The light beam entering the flow chamber normally has an elliptical cross section to aid in the analysis of the cell structure by means of the resultant light scatter and fluorescence. The laser beam is optically shaped such that it has an elliptical cross section as the laser beamcell stream intersection. The elliptical cross section improves ease in operation (alignment), increases signal strength improving resolution, and allows characterization of cell structure (nuclear-to-cytoplasm ratio) and doublet discrimination. Doublets are two cells passing through the flow chamber in contact with each other. To the volume sensor they appear as one abnormally large cell. To avoid receiving erroneous data from the against.
An argon-ion laser is used as the light source because cancerous cells usually contain substantially more DNA than do normal cells, and the fluorescence of an excited Feulgen dye biochemically bound to the DNA in a cell is a quantitative indication of the DNA present in the cell. The argon-ion laser emits light at a wavelength suitable for exciting this dye to fluoresce. Pulse of fluorescence coming from the flow chamber as the result of the interaction of the light beam with the cells are focused by a lens system on a pinhole and then onto a photomultiplier tube. The signal from this photomultiplier tube is amplified and fed into a multiparameter signal processing unit.
Theory predicts that small angle light scatter (at angles between 0.5 and 2.0")by spherical particles of 5 to 20 microns diameter is nearly proportional to volume. Since most mammalian'cells have diameters in this range, small-angle light scattering is attractive as a means of obtaining size and structural information for single cells at high speed. Thus in the preferred embodiment light scattered between 0.5 and 2.0 by the cells is passed through a collecting lens system and into a photodiode. Light scattered less than 06 is passed to a beam dump. This avoids having the photodiode overwhelmed by light that has not interacted with the cell stream. The photodiode signal is amplified and also fed into the multiparameter signal processing unit.
The signal produced by the passage of individual cells through the Coulter volume sensing orifice has the advantage of already being electrical in nature so that all that is required of it is to amplify it and feed it also into the multiparameter signal processing unit.
As its name indicates, the multiparameter. signal processing unit processes these input signals, compares them with certain preset standards, and then provides three types of output signal. One signal is transmitted to a multichannel pulse height analyzer which in turn provides digital printouts, a pulse height analyzer display, and histograms of the data obtained from the multiparameter signal processing. The signals from the processing unit may also be directly monitored by means of an oscilloscope display. Finally, an output from the processing unit is passed through a single channel analyzer and separation logics and droplet charging generator to provide droplet charging pulses which act to separate selected cells from the cell stream. It is apparent that time delay means are used in conjunction with the multiparameter signal processing unit to coordinate all sensor signals with a particular cell.
The signals received by the multiparameter processing unit can be processed in various ways to modify their dependence on the measured property. For example, a signal proportional to cell volume (r") can be processed to make it linearly proportional to cell radius (r) or to area (r Because only one piece of data is produced by each sensor for each cell, the amount of information to be processed is small, and the requirements placed on the electronics are not great. By using a two-dimensional pulse-height analyzer, a two parameter frequency distribution of cells can be obtained. Threeor more parameter analysis requires the data capacity ofa small computer. As an alternative to storage of all information, logical restrictions can be imposed on the analysis scheme, thus lessening the electronics requirement. For example, in the fluorescence distribution of all cells within a certain volume range is desired, this can be obtained by analyzing the fluorescence of only those cells which produce a volume signal corresponding to the desired range. Likewise, the volume of cells within a certain fluorescence range can be obtained. If biologically useful information is provided, analysis is possible on the basis of three or more such logical requirements.
Alternatively, the processed signals from several sensors can be combined as ratios (or sums, differences, etc.) and the frequency distribution of the combination determined among a population. For example, by using a RNA-specific fluorescent stain and sensors for fluorescence and volume, a ratio of the processed signals can be formed to obtain a distribution of RNA density among a population of cells. Likewise, a type of nuclear-to-cytoplasmic ratio is given by using a.
nucleus-specific fluorescent stain to give a measure of nuclear volume and total cell volume measurement by scattered light or by the Coulter sensor.
A logic and switching block diagram for a multiparameter signal processing unit useful in the analysis and sorting of abnormal from normal cells is given in FIGS. 6 and 7. The multiparameter signal processing unit is the central electronic processing unit for single parameter analysis, ratio computing, serial or sequential analysis and subsequent cell sorting. Basically, the signal processing unit serves as a central analog electronics computing interface between the sensors, the multichannel pulse height analyzer, and the cell separator control (single channel analyzer, separation logics, droplet charging generator). The signal processing unit also provides x and; y outputs for a dual parameter pulse height analyzer. Amplified signal (0.4 to 8.0 V) pulses from the Coulter or cell volume (CV), light scatter (LS), and fluorescence (FL) sensors are fed directly to the processing unit. The unit has separate inputs for the volume, light scatter and fluorescence signals. If desired, asecond wavelength fluorescence signal, such as red, may be substituted for the light scatter input, or wide angle light scatter substituted for the fluorescence input.
peak-sense-and-hold device capable of both single and dual processing of the sensor signals. The processing unit is divided into three sections: input conditions, signal processing, and output routing. The Input Condition section (shown in FIG. 6) consists of Operation Mode and CV-FL/LS Delay selector switches. The eight position operation mode switch allows signal parameter cellular analysis, i.e., CV, LS, and FL, and dual parameter analysis of cells, i.e., CV and FL, CV and no FL, CV and LS, LS and FL, and LS and no FL. Since the Coulter volume signal arrives prior to either the light scatter of fluorescence signals, a variable (0-190 usec in steps of 10 psec) CV-FL/LS Delay switch is used to set the proper CV to FL/LS signal delay. This delay is on the order of psec. The delay need be only used in the dual parameter analysis mode when Coulter volume is to be analyzed.
The Signal Processing section consists 'of Ratio and Serial (Input and Analyze) Analysis selector switches (see FIG. 7). A six position ratio selector switch allows the following ratios to be computed: CV/FL, CV/LS, FL/CV, FL/LS, LS/CV, and LS/FL. It is mandatory that the operation mode and ratio selector switch coincide, e.g., operation mode selector in the LS and FL position and ratio selector in either the LS/FL or FL/LS ratio position. It is also important that the CV to FL/LS signal delay be used if ratios containing C V are to be computed. The serial or sequential analysis section consists of input and analyze selector switches (four positions each). The serial analysis input selector switch selects either CV, FL, LS, or Ratio signals to be inputed to an external single channel pulse height analyzer (Serial SCA). If the signal amplitude falls within a variable width (0.4 to 8.0 V) preset SCA window, and SCA trigger pulse is produced and is returned to the signal processing unit gating on the serial analysis analyze linear gate, thus allowing either the CV, FL, LS, or Ratio signal to be analyzed, as determined by the Serial analysis analyze selector switch. Both the Serial analysis input and analyze selector positions (CV, FL, LS, and Ratio) must correspond to the operation mode, CV-FL/LS delay, and ratio selector switches whenever required, e.g., Serial analysis input CV, Serial analysis analyze FL, Operation mode CV and FL, CV- FL/LS delay z psec, and ratio off.
The Output Routing section (see FIG. 7) consists of pulse height analyzer (PHA) input, separator input, and dual parameter analyzer input selector switches. The FHA input can select single parameters (CV, LS, or FL), ratios, serial analysis input and analyze parame- The signal processing unit serves as a gated-signalters to be routed externally to a multichannel pulse height analyzer, whereas, the separator input selector can route single parameters, ratios, or serial analysis analyze signals to the separator control. The dual parameter pulse height analyzer selector switch provides outputs of CV -FL CV,-LS,, LS,-FL,,, CV,-Ratio',' FL ,Ratio ,and LS Ratio ,where the x and y subscripts refer to the x and y axes of the dual parameter PHA. By interchanging the x and y axis inputs the above can be inverted.
OPERATIONAL SEQUENCE Cell populations to be tested are first stained (Fluorescent Feulgen, etc.) are placed in aqueous suspension, such as normal saline. Fixed or unfixed cells can be measured. Prior to placing the cell suspension in the cell reservoir, it is filtered through a 60-70 micron nylon mesh screen to remove large debris and clumps. The electronics are in a standby condition, system pressurized, the laser turned on. The system is aligned and adjusted prior to cell measurements. If cell sorting is desired, the droplet generator oscillator-amplifier which electrically drives the piezoelectric crystal (or equivalent) transducer must be turned on. Droplet formation is checked by illuminating the emerging liquid jet near the flow chamber with a strobe light or equivalent light source. The strobe light is synchroflashed with respect to the oscillator frequency. Droplet formation can then 'be viewed using a microscope. For a given exit nozzle diameter and flow rate, droplet formation can be adjusted by varying the voltage and frequency applied to the piezoelectric crystal. Typical values are 15 volts RMS (sinusoidal) at 40 to 50 kHz. The droplet charging electrode is placed astride the point of droplet formation (separation) about /16 inch below the flow chamber to ensure maximum droplet charging. Typical charging pulses are 50 volts for 100-200 psec. The electrostatic deflection plates are located 2 to 3 inches below the flow chamber and spaced about V; to 36 inches apart. A differential of kV do. is normally applied to the deflection plates. A sample collection beaker or appropriate collection system is placed 8 to 9 inches from the flow chamber exit side and is slightly offset from the main jet (uncharged) so as to only collect the deflected droplets (charged). If it is not desired to sort out cells, then the above procedure can be omitted.
Suspended cells are placed in a pressurized (23.4 psi) cell reservoir. Pressurized sheath fluid No.-l (24.0 psi) and sheath fluid No. 2 (20.0 psi) are turned on and proper droplet formation achieved if sorting is desired. Sheath fluid No. l with no cell stream has a flow rate of 0.3 ml/min. Sheath fluid No. 2 flow rate is approximately 3.9 ml/min. The total flow rate exiting the 86 p. diameter exit nozzle is thus 4.2 ml/min. For a typical cell stream diameter of about a, the cell reservoir pressure of 23.4 psi corresponds to a cell stream flow rate of about 0.08 ml/min. The cell' stream flow rate can easily be adjusted from O to 0.3 mllmintlOOpercent) by adjusting the cell reservoir pressure relative to sheath No. 2 reservoir pressure 0.2 psi),holding sheath No. l reservoir pressure fixed. Sheath No. 1 pressure relative to sheath No. 2 pressure normally remains fixed, but can be varied if desired. Increasing sheath No. 1 pressure relative to sheath No. 2
decreases the transit time of cells through the-flow chamber. As the sam'ple'on/off valve is turned on, cells pass from the cell reservoir into the flow chamber via the sample inlet tube. The inlet tube serves as the Coulter volume signal electrode. From the inlet tube cells pass through the volume sensing orifice 1. diameter aperture) wherein cell volume is sensed. Orifices of other sizes may readily be substituted. A particle free sheath (sheath No. 1) flows coaxially around the sample inlet tube and serves to centrally align the cell stream as it passes through the volume sensing orifice, thus improving the resolution of cell volume and fluorescence/light scatter measurements. Typical d.c. aperture currents flowing from the volume signal electrode through the orifice can be adjusted from 0.05 to 1.0 mA. The aperture current and amplifier gain can be adjusted to give volume signal pulses (0.4 to 8.0 V) which in turn are fed to the CV input of the multiparameter signal processing unit. Typical volume signal risetime is about 20 usec with pulse widths of 40 usec.
Upon exiting the volume sensing orifice the cells next intersect the laser beam thereby'scattering light and fluorescing. Typical time delays between initiation of the Coulter volume and fluorescence/light scatter pulse are in the order of -180 usec. Fluorescence and light scatter electro-optical pulses are amplified (0.4 to 8.0 V) and fed to their respective inputs on the signal processing unit. Typical risetimes are in the order of l-2 p.sec with pulse widths of about 5 usec. A second particle free sheath liquid (sheath No. 2) of normal saline serves to reduce the effect of the pressure drop created by the Coulter sensing orifice.
Once the properties of the cell have been measured, it exits the flow chamber via the exit nozzle contained in a liquid droplet which can subsequently be separated. The approximate time delay between cell sensing and droplet formation is in the order of 1400 usec.
Signals from volume, light scatter, and fluorescenc sensors and amplifiers are thus fed to the multiparameter signal processing unit for subsequent analysis and routing. The processing unit serves as an interface between the multichannel pulse height analyzer, cell separation logics and droplet charging generator, and
dual parameter pulse height analyzer (not shown in FIG. 5). The signal processing unit must be properly set up as previously discussed, depending upon the requirements for each experimental run.
in a typical experiment where it is desired to analyze and sort out abnormal cells from a given population mixture, a number of different approaches might be meaningful. The multichannel pulse height analyzer would be used first to display frequency distribution histograms of single parameters (volume,.light scatter, and fluorescence)'ratios of parameters, or possibly to serially analyze parameters, e.g., analyze the fluorescence for a given cell volume range, etc. The dual parameter analyzer could also be used to analyze various dual parameter frequency distribution histograms that might be needed. From either or both the multichannel PHA and Dual Parameter PHA displays it isipossible to pick out abnormalities from various histograms, e.g., an abnormally large nuclear-to-cell volume ratio. From this type of information the cell separation logics-droplet charging generator can be set up to physically sort out those cells exhibiting questionable properties for microscopic examination and identification. The lower and upper threshold level of the single channel pulse height analyzer (SCA) is set to accept pulse amplitudes (ratios, etc.) from cells exhibiting abnormal characteristics. The SCA then triggers the droplet charging generator which produces a delayed (1400 usec) droplet charging pulse (50 V peak for 100-200 usec). Once the characteristics of abnormality have been obtained it may not be necessary, to sort out the abnormal cells for screening under the microscope, but only further automate the analysis procedure to aid in rapid disease diagnosis.
It should be noted that the optimum operating condition wouldbe that in which all cells pass singly through the volume sensing orifice and light beam and only one cell is caught in each droplet. As a practical matter, this is most difficult to achieve. The cells are frequently widely spaced in the cell stream such that numerous droplets contain no cells. This presents no particular problem; however, when two cells are in actual contact (thus forming a doublet) or so closely spaced that the sensors cannot discriminate between them, then sensing data are received which indicate abnormal cells and a sort signal goes out. If, as is likely in the usual population of cells, the doublet is composed merely of two normal cells, this serves to dilute the purity of the sorted sample. While very careful attention to sample preparation may substantially reduce the presence of doublets, and the use of discrimination techniques aid in reducing erroneous sort signals caused by the presence of such doublets or very closely spaced cells, this results in an increase in the time and cost of analysis and sorting. Pragma'tically, it is therefore frequently desirable to allow a certain small percentage of doublets and closely spaced normal cells to be sorted with abnormal cells. Although this reduces the purity of the sorted sample, it does not greatly hinder analysis of the sample. Typically, 90 percent or more of the cells are isolated singly into droplets. That is to say, 90 percent or more of the droplets containing cells have only a single cell within them.
What we claim is:
1. An apparatus for rapidly analyzing and sorting minute particles on the basis of preselected characteristics or combinations of preselected characteristics which comprises a. a flow chamber,
b. a high-intensity light source,
c. means for introducing particles in suspension in a fluid into said flow chamber,
d. multiple sensing means for detecting preselected physical and chemical characteristics of said particles in said flow chamber and producing analog electrical quantities related to said characteristics,
e. means for comparing said analog electrical quantities with preselected standards for said characteristics or combination of said characteristics and producing an electrical sort signal when said quantities or combinations of said quantities are outside said preselected standards,
f. means forjetting said fluid from said'flow chamber, 6
g. means for periodically disturbing the jet or produce uniformly sized droplets sufficientlysmall 14- that substantially each particle is isolated in a single droplet, h. electrical charging means adjacent to the jet path at, the droplet separation zone, 1 i. electrical delay means whereby said sorting signal activates said electrical charging means at a time, when'a particle having characteristics outside said preselected standards is in said droplet separation zone, said charging means remaining inactivated unless said sorting signal is received, and
j. electrical deflecting means whereby charged droplets are deflected to a separate receptacle from that for uncharged droplets.
2. The apparatus of claim 1 wherein said preselected chemical and physical characteristics comprise small angle light scatter, fluorescence and volume.
3. The apparatus of claim 1 wherein said flow chamber contains a. means whereby said particles are made to pass along a narrow stream of fluid, said stieam passing through a first region having a Coulter volume sensing orifice wherein the change of impedance produced by the passage of each particle is measured and a second region, termed a viewing region, wherein said stream intersects a beam of light from said high-intensity light source,
b. an access port whereby said beam of light enters said viewing region, and
c. multiple viewing ports whereby optical properties of said particles maybe viewed and measured, and said means for jetting said fluid is a nozzle at the base of said flow chamber.
4. The apparatus of claim 3 wherein said high-intensity light source is a laser.
5. The apparatus of claim 3 having means for delaying the analog electrical signal produced by the passage of each particle through said volume sensing orifice and correlating it with the analog electrical signals produced for that same particle by the optical sensing means.
6. The apparatus of claim 5 wherein the optical sensing means consist of a photodiode and a photomultiplier tube.
7. The apparatus of claim 3 wherein said means for causing said particles to pass along a narrow stream of fluid consists of a. a sample inlet tube for introducing said particles in suspension in said fluid into said flow chamber, said sample inlet tube extending substantially into said flow chamber, and
b. a first sheath liquid inlet tube concentrically surrounding said' sample inlet tube and extending somewhat beyond it into said flow chamber, said first sheath liquid inlet tube having a nozzle at its lower end in which is located said volume sensing orifice, whereby said particles on leaving said sample inlet tube are surrounded by a coaxial laminar flow of sheath liquid, said sheath liquid having a velocity sufficiently high to narrow the flow of particles in suspension to a stream of desired diameter and surround said stream substantially coaxially as it passes through said volume sensing orifice.
8. The apparatus of claim 7 wherein said viewing region is surrounded by a reservoir of sheath liquid, said reservoir extending substantially above said viewing region.
9. The apparatus of claim 8 wherein said reservoir is fed by a second sheath liquid inlet tube.
10. The apparatus of claim 9 wherein said second sheath liquid inlet tube extends to near the base of said reservoir, and said reservoir has a flushing outlet tube as its top whereby gases produced in said reservoir may be periodically or continuously flushed therefrom.
11. The apparatus of claim 10 wherein said sample inlet tube serves as one electrode for said volume sensing orifice and said second sheath liquid inlet tube serves as the second electrode for said orifice.
12. The apparatus of claim 9 wherein means are provided for controlling the pressures of liquids entering said flow chamber through said sample inlet tube, said first sheath liquid inlet tube, and second sheath liquid inlet tube.
13. The apparatus of claim 12 wherein said pressures are controlled differentially.
14. The apparatus of claim 9 wherein said means for periodically disturbing said jet consists of a piezoelectric crystal coupled to said flow chamber and oscillated at a desired frequency.
15. The apparatus of claim 9 wherein said nozzle in the base of said flow chamber extends into said reservoir to near the plane of said viewing region, and means are provided for aligning said volume sensing orifice with the orifice in said nozzle. I
16. The apparatus of claim 15 wherein said alignment means consists of a plurality of adjusting screws uniformly spaced around said first sheath liquid inlet outside said flow chamber whereby said first sheath inlet tube is rotated about an axis located partially within said reservoir.
17. An apparatus for rapidly sorting biological cells failing to meet preset standards of normality from cells meeting such standards by imparting an electrical charge to fluid droplets containing the abnormal cells and passing the charged droplets through a static electrical field whereby the charged droplets are deflected into a separate receptacle from that of uncharged droplets containing normal cells, which comprises in combination a. means for introducing a suspension of cells in fluid meansfor generating a first electrical signal proportional to the volume of each cell as it passes through said first region of said channel in said flow chamber,
d. laser means for illuminating each cell as it passes through said second region of said channel, meansfor measuring the scatter in the laser light as it emerges from said first viewing port and generating a second electrical signal proportional to the amount of scatter,
. means for collecting and measuring the fluorescent light emitted through said second viewing port and generating a third electrical signal proportional to the amount of fluorescent light,
. means for delaying said first electrical signal and correlating said signal for each cell with said second and third signals produced by that same cell,
. means for comparing said signals or combinations of said signals with predetermined value ranges for such signals for cells considered to be normal, and producing a sort electrical signal if any of said first, second, and third signals or combinations of said signals are outside said predetermined value ranges,
. means for periodically disturbing the jet of fluid emerging from said flow chamber to produce uniformly sized droplets sufficiently small that substantially each cell is isolated in a single droplet,
. electrical charging means adjacent to the jet path at the droplet separation zone,
. electrical delay means whereby said sort signal is used to activate the electrical charging means adjacent to the jet path at a time when the cell determined to be abnormal is in 'the droplet separation zone, said charging means remaining inactivated unless said sort signal is received, and
electrical deflecting means whereby charged droplets are deflected to a separate receptacle from that for uncharged droplets.

Claims (17)

1. An apparatus for rapidly analyzing and sorting minute particles on the basis of preselected characteristics or combinations of preselected characteristics which comprises a. a flow chamber, b. a high-intensity light source, c. means for introducing particles in suspension in a fluid into said flow chamber, d. multiple sensing means for detecting preselected physical and chemical characteristics of said particles in said flow chamber and producing analog electrical quantities related to said characteristics, e. means for comparing said analog electrical quantities with preselected standards for said characteristics or combination of said characteristics and producing an electrical sort signal when said quantities or combinations of said quantities are outside said preselected standards, f. means for jetting said fluid from said flow chamber, g. means for periodically disturbing the jet or produce uniformly sized droplets sufficiently small that substantially each particle is isolated in a single droplet, h. electrical charging means adjacent to the jet path at the droplet separation zone, i. electrical delay means whereby said sorting signal activates said electrical charging means at a time when a particle having characteristics outside said preselected standards is in said droplet separation zone, said charging means remaining inactivated unless said sorting signal is received, and j. electrical deflecting means whereby charged droplets are deflected to a separate receptacle from that for uncharged droplets.
2. The apparatus of claim 1 wherein said preselected chemical and physical characteristics comprise small angle light scatter, fluorescence and volume.
3. The apparatus of claim 1 wherein said flow chamber contains a. means whereby said particles are made to pass along a narrow stream of fluid, said stream passing through a first region having a Coulter volume sensing orifice wherein the change of impedance produced by the passage of each particle is measured and a second region, termed a viewing region, wherein said stream intersects a beam of light from said high-intensity light source, b. an access port whereby said beam of light enters said viewing region, and c. multiple viewing ports whereby optical properties of said particles may be viewed and measured, and said means for jetting said fluid is a nozzle at the base of said flow chamber.
4. The apparatus of claim 3 wherein said high-intensIty light source is a laser.
5. The apparatus of claim 3 having means for delaying the analog electrical signal produced by the passage of each particle through said volume sensing orifice and correlating it with the analog electrical signals produced for that same particle by the optical sensing means.
6. The apparatus of claim 5 wherein the optical sensing means consist of a photodiode and a photomultiplier tube.
7. The apparatus of claim 3 wherein said means for causing said particles to pass along a narrow stream of fluid consists of a. a sample inlet tube for introducing said particles in suspension in said fluid into said flow chamber, said sample inlet tube extending substantially into said flow chamber, and b. a first sheath liquid inlet tube concentrically surrounding said sample inlet tube and extending somewhat beyond it into said flow chamber, said first sheath liquid inlet tube having a nozzle at its lower end in which is located said volume sensing orifice, whereby said particles on leaving said sample inlet tube are surrounded by a coaxial laminar flow of sheath liquid, said sheath liquid having a velocity sufficiently high to narrow the flow of particles in suspension to a stream of desired diameter and surround said stream substantially coaxially as it passes through said volume sensing orifice.
8. The apparatus of claim 7 wherein said viewing region is surrounded by a reservoir of sheath liquid, said reservoir extending substantially above said viewing region.
9. The apparatus of claim 8 wherein said reservoir is fed by a second sheath liquid inlet tube.
10. The apparatus of claim 9 wherein said second sheath liquid inlet tube extends to near the base of said reservoir, and said reservoir has a flushing outlet tube as its top whereby gases produced in said reservoir may be periodically or continuously flushed therefrom.
11. The apparatus of claim 10 wherein said sample inlet tube serves as one electrode for said volume sensing orifice and said second sheath liquid inlet tube serves as the second electrode for said orifice.
12. The apparatus of claim 9 wherein means are provided for controlling the pressures of liquids entering said flow chamber through said sample inlet tube, said first sheath liquid inlet tube, and second sheath liquid inlet tube.
13. The apparatus of claim 12 wherein said pressures are controlled differentially.
14. The apparatus of claim 9 wherein said means for periodically disturbing said jet consists of a piezoelectric crystal coupled to said flow chamber and oscillated at a desired frequency.
15. The apparatus of claim 9 wherein said nozzle in the base of said flow chamber extends into said reservoir to near the plane of said viewing region, and means are provided for aligning said volume sensing orifice with the orifice in said nozzle.
16. The apparatus of claim 15 wherein said alignment means consists of a plurality of adjusting screws uniformly spaced around said first sheath liquid inlet outside said flow chamber whereby said first sheath inlet tube is rotated about an axis located partially within said reservoir.
17. An apparatus for rapidly sorting biological cells failing to meet preset standards of normality from cells meeting such standards by imparting an electrical charge to fluid droplets containing the abnormal cells and passing the charged droplets through a static electrical field whereby the charged droplets are deflected into a separate receptacle from that of uncharged droplets containing normal cells, which comprises in combination a. means for introducing a suspension of cells in fluid into a flow chamber, b. a flow chamber containing (1) means for causing said cells to pass substantially singly and in spaced relationship along a narrow stream, said stream having a first region wherein cell volume is measured and a second region, termed a viewing region, wherein a beam of laser light intersects the flow of cells in suspension, (2) an access port whereBy said beam of laser light enters said viewing region, (3) a first viewing port whereby the laser light, after intersecting said flow of cells may be viewed and measured, (4) a second viewing port at a substantial angle to said first viewing port whereby light given off by the excitation of said laser light of fluorescent dyes or stains attached to a cell or constituents of a cell may be viewed and measured, and (5) a nozzle whereby said cells in suspension are jetted into air, c. means for generating a first electrical signal proportional to the volume of each cell as it passes through said first region of said channel in said flow chamber, d. laser means for illuminating each cell as it passes through said second region of said channel, e. means for measuring the scatter in the laser light as it emerges from said first viewing port and generating a second electrical signal proportional to the amount of scatter, f. means for collecting and measuring the fluorescent light emitted through said second viewing port and generating a third electrical signal proportional to the amount of fluorescent light, g. means for delaying said first electrical signal and correlating said signal for each cell with said second and third signals produced by that same cell, h. means for comparing said signals or combinations of said signals with predetermined value ranges for such signals for cells considered to be normal, and producing a sort electrical signal if any of said first, second, and third signals or combinations of said signals are outside said predetermined value ranges, i. means for periodically disturbing the jet of fluid emerging from said flow chamber to produce uniformly sized droplets sufficiently small that substantially each cell is isolated in a single droplet, j. electrical charging means adjacent to the jet path at the droplet separation zone, k. electrical delay means whereby said sort signal is used to activate the electrical charging means adjacent to the jet path at a time when the cell determined to be abnormal is in the droplet separation zone, said charging means remaining inactivated unless said sort signal is received, and l. electrical deflecting means whereby charged droplets are deflected to a separate receptacle from that for uncharged droplets.
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Cited By (206)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3791517A (en) * 1973-03-05 1974-02-12 Bio Physics Systems Inc Digital fluidic amplifier particle sorter
US3819270A (en) * 1972-10-02 1974-06-25 Block Engineering Blood cell analyzer
US3824402A (en) * 1973-06-04 1974-07-16 Energy Commission Dual parameter flow photometric apparatus and method
US3826364A (en) * 1972-05-22 1974-07-30 Univ Leland Stanford Junior Particle sorting method and apparatus
US3827555A (en) * 1973-03-05 1974-08-06 Bio Physics Systems Inc Particle sorter with segregation indicator
DE2449701A1 (en) * 1973-10-19 1975-05-07 Coulter Electronics METHOD AND DEVICE FOR OBTAINING INFORMATION ON THE PROPERTIES OF PARTICLES
US3907437A (en) * 1973-04-26 1975-09-23 Block Engineering Cell classification system
US3910702A (en) * 1974-02-12 1975-10-07 Particle Technology Inc Apparatus for detecting particles employing apertured light emitting device
US3963606A (en) * 1974-06-03 1976-06-15 Coulter Electronics, Inc. Semi-automatic adjusting delay for an electronic particle separator
US3984307A (en) * 1973-03-05 1976-10-05 Bio/Physics Systems, Inc. Combined particle sorter and segregation indicator
US4009435A (en) * 1973-10-19 1977-02-22 Coulter Electronics, Inc. Apparatus for preservation and identification of particles analyzed by flow-through apparatus
DE2543310A1 (en) * 1975-09-27 1977-03-31 Strahlen Umweltforsch Gmbh DEVICE FOR COUNTING AND CLASSIFYING PARTICLES
FR2328960A1 (en) * 1975-10-08 1977-05-20 Coulter Electronics DEVICE FOR PRESERVATION AND IDENTIFICATION OF PARTICLES ANALYZED BY A THROUGH-FLOW DEVICE
US4038556A (en) * 1976-06-14 1977-07-26 Coulter Electronics, Inc. Method and apparatus for simultaneous optical measurement of particle characteristics
US4053229A (en) * 1976-01-13 1977-10-11 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration 2°/90° Laboratory scattering photometer
US4071298A (en) * 1974-06-27 1978-01-31 Stanford Research Institute Laser Raman/fluorescent device for analyzing airborne particles
US4074939A (en) * 1973-12-19 1978-02-21 Max-Planck-Gesellschaft Zur Foerderung Der Wissenschaften E.V. Apparatus for investigating fast chemical reactions by optical detection
US4095898A (en) * 1976-06-10 1978-06-20 Coulter Electronics, Inc. Particle analysis system with photochromic filter
US4097373A (en) * 1977-03-23 1978-06-27 John Caldwell Allred High speed particle sorter using a field emission electrode
US4101276A (en) * 1976-06-02 1978-07-18 Beckman Instruments, Inc. Method and apparatus for signalling the introduction of chemical reaction components into a chemical analyzing system
DE2712360A1 (en) * 1977-03-22 1978-09-28 Zoeld Tibor Dr Phys Counter and sizing appts. for suspended particles - has narrow aperture outlet and electrodes positioned outside flow path
DE2742838A1 (en) * 1977-09-23 1979-04-05 Zoeld Tibor Dr Phys Counting and size determination of particles in electrolyte - using electrodes designed to absorb electrolytically produced gas molecules on electrode surfaces
US4162282A (en) * 1976-04-22 1979-07-24 Coulter Electronics, Inc. Method for producing uniform particles
US4168460A (en) * 1976-07-22 1979-09-18 Max-Planck Gesellschaft Zur Forderung Der Wissenschaften E.V. Particle sorting apparatus
FR2431694A1 (en) * 1978-07-18 1980-02-15 Berber Viktor Granulometric analysis of particles in fluids - by detecting reflected light following passage through nozzle
US4191739A (en) * 1977-10-17 1980-03-04 General Electric Company Antigen-antibody reaction assay employing particle aggregation and resistive pulse analysis
JPS5537998A (en) * 1978-09-06 1980-03-17 Ortho Diagnostics Method of and apparatus for detecting blood plasma plate in all blood
US4196437A (en) * 1976-02-05 1980-04-01 Hertz Carl H Method and apparatus for forming a compound liquid jet particularly suited for ink-jet printing
US4203670A (en) * 1977-04-21 1980-05-20 Bromberg Nathan S System and method of fluorescence polarimetry
US4230031A (en) * 1978-04-26 1980-10-28 Coulter Electronics, Inc. Biohazard containment apparatus and method
US4263508A (en) * 1979-04-20 1981-04-21 Research Corporation Pulse edge measurement for determining particle dimensional characteristics
FR2470377A1 (en) * 1979-11-23 1981-05-29 Coulter Electronics APPARATUS AND METHOD FOR EXPLORING PARTICLES
US4279345A (en) * 1979-08-03 1981-07-21 Allred John C High speed particle sorter using a field emission electrode
US4284495A (en) * 1979-12-10 1981-08-18 Newton William A Coating apparatus and method
US4284496A (en) * 1979-12-10 1981-08-18 Newton William A Particle guiding apparatus and method
US4293221A (en) * 1979-04-17 1981-10-06 Research Corporation Multidimensional slit-scan flow system
US4317520A (en) * 1979-08-20 1982-03-02 Ortho Diagnostics, Inc. Servo system to control the spatial position of droplet formation of a fluid jet in a cell sorting apparatus
US4318481A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Method for automatically setting the correct phase of the charge pulses in an electrostatic flow sorter
US4318482A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Method for measuring the velocity of a perturbed jetting fluid in an electrostatic particle sorting system
US4318480A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Method and apparatus for positioning the point of droplet formation in the jetting fluid of an electrostatic sorting device
US4318483A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Automatic relative droplet charging time delay system for an electrostatic particle sorting system using a relatively moveable stream surface sensing system
US4325483A (en) * 1979-08-20 1982-04-20 Ortho Diagnostics, Inc. Method for detecting and controlling flow rates of the droplet forming stream of an electrostatic particle sorting apparatus
US4329787A (en) * 1980-01-04 1982-05-18 Newton William A Droplet exploding and freezing apparatus and method
WO1982002562A1 (en) * 1981-01-29 1982-08-05 James C Weaver Process for isolating microbiologically active material
WO1982002561A1 (en) * 1981-01-29 1982-08-05 James C Weaver Process for measuring microbiologically active material
US4343782A (en) * 1978-04-20 1982-08-10 Shapiro Howard M Cytological assay procedure
US4347935A (en) * 1979-05-16 1982-09-07 The United States Of America As Represented By The United States Department Of Energy Method and apparatus for electrostatically sorting biological cells
US4350892A (en) * 1980-07-31 1982-09-21 Research Corporation X'-, Y'-, Z'- axis multidimensional slit-scan flow system
US4352731A (en) * 1980-11-03 1982-10-05 Occidental Research Corporation Apparatus for selective wetting of particles
US4395676A (en) * 1980-11-24 1983-07-26 Coulter Electronics, Inc. Focused aperture module
DE3233055A1 (en) * 1982-09-06 1984-03-08 Coulter Electronics, Inc., 33010 Hialeah, Fla. Optical through-flow device for examining particles suspended in a liquid flow
US4444317A (en) * 1981-08-26 1984-04-24 Georg Wick Observation of immunofluorescene for distinguishing between specific and nonspecific binding of conjugates
DE3307789A1 (en) * 1983-03-04 1984-09-06 Coulter Corp., Hialeah, Fla. METHOD AND DEVICE FOR DISPLAYING A CHANGE IN THE DECOMPOSITION POINT IN A DROP PRODUCTION SYSTEM
DE3310551A1 (en) * 1983-03-24 1984-09-27 Coulter Corp., Hialeah, Fla. Particle analysis and sorting apparatus
EP0121261A2 (en) * 1983-04-05 1984-10-10 Becton Dickinson and Company Method and apparatus for distinguishing subclasses of leukocytes in a sample
US4487320A (en) * 1980-11-03 1984-12-11 Coulter Corporation Method of and apparatus for detecting change in the breakoff point in a droplet generation system
US4498766A (en) * 1982-03-25 1985-02-12 Becton, Dickinson And Company Light beam focal spot elongation in flow cytometry devices
WO1985001108A1 (en) * 1983-08-29 1985-03-14 Coulter Corporation Method and apparatus for removing foreign matter from a flow cell of a particle study device
US4510438A (en) * 1982-02-16 1985-04-09 Coulter Electronics, Inc. Coincidence correction in particle analysis system
US4515274A (en) * 1981-12-02 1985-05-07 Coulter Corporation Particle analyzing and sorting apparatus
US4538733A (en) * 1983-10-14 1985-09-03 Becton, Dickinson And Company Particle sorter with neutralized collection wells and method of using same
WO1985005684A1 (en) * 1984-05-31 1985-12-19 Coulter Electronics, Inc. Method and reagent system for four-population differential determination of leukocytes
DE3531969A1 (en) * 1984-09-11 1986-03-20 Becton, Dickinson and Co., Paramus, N.J. DEVICE AND METHOD FOR DETECTING AND CLASSIFYING PARTICLES WITH THE AID OF TECHNIQUES OF FLOW CYTOMETRY
EP0177718A2 (en) * 1984-09-11 1986-04-16 Partec AG Method and device for sorting microscopic particles
US4667830A (en) * 1981-06-15 1987-05-26 The Board Of Trustees Of The Leland Stanford Junior University Method and means for sorting individual particles into containers for culturing, cloning, analysis, or the like
US4673288A (en) * 1981-05-15 1987-06-16 Ratcom, Inc. Flow cytometry
US4691829A (en) * 1980-11-03 1987-09-08 Coulter Corporation Method of and apparatus for detecting change in the breakoff point in a droplet generation system
EP0246011A2 (en) * 1986-05-05 1987-11-19 I-Stat Corporation Improved particle counter and method of manufacture
US4751188A (en) * 1982-10-15 1988-06-14 Max-Planck-Gesellschaft Zur Foerderung Der Wissenschaften E.V. Method for the simultaneous quantitative determination of cells and reagent therefor
EP0279000A1 (en) * 1987-02-17 1988-08-24 Ratcom, Inc. Flow cytometry
US4778593A (en) * 1983-03-25 1988-10-18 Agency Of Industrial Science And Technology Method and apparatus for discriminating minute particles
WO1989000894A1 (en) * 1987-08-05 1989-02-09 The Board Of Trustees Of The Leland Stanford Junio Apparatus and method for multidimensional characterization of objects in real time
US4818103A (en) * 1981-05-15 1989-04-04 Ratcom Flow cytometry
US4837446A (en) * 1988-03-31 1989-06-06 International Paper Company Apparatus and process for testing uniformity of pulp
US4844610A (en) * 1988-04-29 1989-07-04 Becton, Dickinson And Company Backflow isolator and capture system
US4916060A (en) * 1985-09-17 1990-04-10 Massachusetts Institute Of Technology Process for chemical measurement in small volume samples by fluorescent indicators
WO1990012308A1 (en) * 1989-03-31 1990-10-18 Maritime Scientific Services Ltd. Method and apparatus for the identification of particles
US4988619A (en) * 1987-11-30 1991-01-29 United States Department Of Energy Flow cytometry apparatus
EP0412431A2 (en) * 1989-08-11 1991-02-13 Becton, Dickinson and Company Method and apparatus for sorting particles with a moving catcher tube
EP0425381A1 (en) * 1989-10-27 1991-05-02 ABX , Société Anonyme dite Apparatus for counting and determination of at least one leucocyte-subpopulation
US5089384A (en) * 1988-11-04 1992-02-18 Amoco Corporation Method and apparatus for selective cell destruction using amplified immunofluorescence
US5142462A (en) * 1989-04-28 1992-08-25 Olympus Optical Co., Ltd. Illuminating optical system
WO1992017288A1 (en) * 1991-04-05 1992-10-15 The University Of Rochester System for flexibly sorting particles
US5180065A (en) * 1989-10-11 1993-01-19 Canon Kabushiki Kaisha Apparatus for and method of fractionating particle in particle-suspended liquid in conformity with the properties thereof
US5188935A (en) * 1984-05-31 1993-02-23 Coulter Electronics, Inc. Reagent system and method for identification, enumeration and examination of classes and subclasses of blood leukocytes
US5194909A (en) * 1990-12-04 1993-03-16 Tycko Daniel H Apparatus and method for measuring volume and hemoglobin concentration of red blood cells
US5232828A (en) * 1992-03-09 1993-08-03 Becton, Dickinson And Company Coating agents for cell recovery
US5275787A (en) * 1989-10-04 1994-01-04 Canon Kabushiki Kaisha Apparatus for separating or measuring particles to be examined in a sample fluid
WO1994028392A1 (en) * 1993-05-26 1994-12-08 The Dow Chemical Company Apparatus and method for determining the size of particles using light scattering
US5464581A (en) * 1993-08-02 1995-11-07 The Regents Of The University Of California Flow cytometer
US5540494A (en) * 1994-06-03 1996-07-30 Purvis, Jr.; Norman B. Method and apparatus for determining absolute particle size, surface area and volume normalized fluorescence using forward angle light scatter intensity in flow cytometry
US5558998A (en) * 1992-02-25 1996-09-24 The Regents Of The Univ. Of California DNA fragment sizing and sorting by laser-induced fluorescence
US5649576A (en) * 1996-02-26 1997-07-22 Pharmacopeia, Inc. Partitioning device
WO1998017383A1 (en) * 1996-10-21 1998-04-30 Smithkline Beecham Plc Apparatus and method for distributing beads
US5776781A (en) * 1995-04-25 1998-07-07 Systemix Sterile flow cytometer and sorter with mechanical isolation between flow chamber and sterile enclosure and methods for using same
US5940177A (en) * 1997-01-10 1999-08-17 Basf Aktiengesellschaft Method and apparatus for determining the size distribution of different types of particles in a sample
WO1999044036A1 (en) * 1998-02-26 1999-09-02 Becton, Dickinson And Company Electrostatic deceleration system for flow cytometer
US6079836A (en) * 1998-07-20 2000-06-27 Coulter International Corp. Flow cytometer droplet break-off location adjustment mechanism
US6121048A (en) * 1994-10-18 2000-09-19 Zaffaroni; Alejandro C. Method of conducting a plurality of reactions
US6145247A (en) * 1996-06-27 2000-11-14 Weyerhaeuser Company Fluid switch
US6248590B1 (en) 1998-02-27 2001-06-19 Cytomation, Inc. Method and apparatus for flow cytometry
US6265163B1 (en) 1998-01-09 2001-07-24 Lynx Therapeutics, Inc. Solid phase selection of differentially expressed genes
US6399365B2 (en) 1994-06-08 2002-06-04 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20020090720A1 (en) * 2000-11-29 2002-07-11 Mutz Mitchell W. Focused acoustic ejection cell sorting system and method
US20020094531A1 (en) * 1999-06-14 2002-07-18 Frederic Zenhausern Apparatus and method for monitoring molecular species within a medium
US20020096123A1 (en) * 1997-12-31 2002-07-25 Colorado State University, Colorado State University Research Foundation Integrated herd management system utilizing isolated populations of X-chromosome bearing and Y-chromosome bearing spermatozoa
US20020110925A1 (en) * 2000-06-13 2002-08-15 Symyx Technologies, Inc. Apparatus and method for testing compositions in contact with a porous medium
US20020119558A1 (en) * 1997-12-31 2002-08-29 Xy, Inc. Multiple sexed embryo production system for mammals using low numbers of spermatozoa
US20020127739A1 (en) * 2001-01-09 2002-09-12 Rembert Pieper Immunosubtraction method for sample preparation for 2-DGE
US20020198928A1 (en) * 2001-03-29 2002-12-26 Shmuel Bukshpan Methods devices and systems for sorting and separating particles
EP1316792A2 (en) * 2001-11-30 2003-06-04 Sysmex Corporation Particle detector and particle analyzer employing the same
US20030129091A1 (en) * 1997-12-31 2003-07-10 Colorado State University Through Its Agent, Colorado State University Research Foundation Collection systems for cytometer sorting of sperm
US20030175836A1 (en) * 1999-03-15 2003-09-18 Blau Helen M. Detection of molecular interactions by beta-lactamase reporter fragment complementation
US20030211009A1 (en) * 2001-05-18 2003-11-13 Buchanan Kris S. Rapid multi-material sample input system
US20040031071A1 (en) * 2000-10-05 2004-02-12 Xy, Inc. System of hysteroscopic insemination of mares
US20040055030A1 (en) * 2002-09-13 2004-03-18 Xy, Inc. Sperm cell processing and preservation systems
US20040053243A1 (en) * 2000-05-09 2004-03-18 Evans Kenneth M. High purity x-chromosome bearing and y-chromosome bearing populations of spermatozoa
US20040086159A1 (en) * 2002-11-01 2004-05-06 Lary Todd P. Monitoring and control of droplet sorting
US20040110241A1 (en) * 2002-12-06 2004-06-10 Segal Mark S. Materials and methods for monitoring vascular endothelial function
US20040171163A1 (en) * 2000-12-15 2004-09-02 Lopez Peter A. Electrical conductive containment system
US20040185483A1 (en) * 1998-12-28 2004-09-23 Illumina, Inc. Composite arrays utilizing microspheres with a hybridization chamber
US6819411B1 (en) 1997-01-31 2004-11-16 Xy, Inc. Optical apparatus
US20040241659A1 (en) * 2003-05-30 2004-12-02 Applera Corporation Apparatus and method for hybridization and SPR detection
US20050062956A1 (en) * 2001-10-26 2005-03-24 Graham Vesey Cytometer
US20050112541A1 (en) * 2003-03-28 2005-05-26 Monsanto Technology Llc Apparatus, methods and processes for sorting particles and for providing sex-sorted animal sperm
EP1544600A1 (en) * 2002-09-27 2005-06-22 Rion Co., Ltd. Flow cell, and particle measurement device using the same
US20050181403A1 (en) * 1995-06-07 2005-08-18 Affymetrix, Inc. Methods for making a device for concurrently processing multiple biological chip assays
US7012689B2 (en) 2001-05-17 2006-03-14 Dako Colorado, Inc. Flow cytometer with active automated optical alignment system
US7024316B1 (en) 1999-10-21 2006-04-04 Dakocytomation Colorado, Inc. Transiently dynamic flow cytometer analysis system
US20060141628A1 (en) * 2002-08-15 2006-06-29 Xy, Inc. High resolution flow cytometer
US20060180517A1 (en) * 2005-01-12 2006-08-17 Beckman Coulter, Inc. Methods and apparatus for sorting particles hydraulically
US7094527B2 (en) 2000-11-29 2006-08-22 Xy, Inc. System for in-vitro fertilization with spermatozoa separated into X-chromosome and Y-chromosome bearing populations
US20060284930A1 (en) * 2005-06-21 2006-12-21 George Mejalli Methods and arrangements for adjusting and aligning fluid dispensing devices and the like such as continuous ink jet printheads
US20070013910A1 (en) * 2004-07-30 2007-01-18 Jian-Ping Jiang Pathogen and particle detector system and method
US20070026378A1 (en) * 2005-07-29 2007-02-01 Xy, Inc. Methods and apparatus for reducing protein content in sperm cell extenders
US20070059370A1 (en) * 2005-09-15 2007-03-15 Industrial Technology Research Institute Method and apparatus for fabricating nanoparticles
US7208265B1 (en) 1999-11-24 2007-04-24 Xy, Inc. Method of cryopreserving selected sperm cells
US20070296099A1 (en) * 2006-05-03 2007-12-27 Gustavo Larsen Systems for producing multilayered particles, fibers and sprays and methods for administering the same
US20080291425A1 (en) * 2002-09-27 2008-11-27 Norton Pierce O Removable sorting cuvette and nozzle
US20090140168A1 (en) * 2004-03-01 2009-06-04 Firma Cytecs Gmbh Device for measuring light emitted by microscopically small particles or biological cells
US20090143249A1 (en) * 1994-06-08 2009-06-04 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20090242799A1 (en) * 2007-12-03 2009-10-01 Bolotin Charles E Method for the detection of biologic particle contamination
US20090287421A1 (en) * 2004-07-27 2009-11-19 George C Malachowski Enhancing Flow Cytometry Discrimination with Geometric Transformation
US20090325217A1 (en) * 2008-06-30 2009-12-31 Microbix Biosystems Inc. Method and apparatus for sorting cells
FR2933192A1 (en) * 2008-06-25 2010-01-01 Horiba Abx Sas DEVICE AND METHOD FOR ELECTRO OPTICAL MEASUREMENT FOR CLASSIFYING AND COUNTING MICROSCOPIC ELEMENTS.
US20100065734A1 (en) * 2006-12-04 2010-03-18 The University Of Queensland Particle sorting apparatus and method
US20100081583A1 (en) * 2005-04-06 2010-04-01 Affymetrix, Inc. Fludic system and method for processing biological microarrays in personal instrumentation
US20100108910A1 (en) * 2005-07-15 2010-05-06 Michael Morrell Pathogen and particle detector system and method
US7713687B2 (en) 2000-11-29 2010-05-11 Xy, Inc. System to separate frozen-thawed spermatozoa into x-chromosome bearing and y-chromosome bearing populations
US7723116B2 (en) 2003-05-15 2010-05-25 Xy, Inc. Apparatus, methods and processes for sorting particles and for providing sex-sorted animal sperm
US7772005B1 (en) 1998-07-30 2010-08-10 Xy, Llc Method of establishing an equine artificial insemination sample
WO2010090279A1 (en) 2009-02-06 2010-08-12 株式会社オンチップ・バイオテクノロジーズ Disposable chip-type flow cell and flow cytometer using same
US7833147B2 (en) 2004-07-22 2010-11-16 Inguran, LLC. Process for enriching a population of sperm cells
US7838210B2 (en) 2004-03-29 2010-11-23 Inguran, LLC. Sperm suspensions for sorting into X or Y chromosome-bearing enriched populations
EP2267429A1 (en) 2000-12-28 2010-12-29 Picoliter Inc. Focused acoustic ejection cell sorting system and method
US20100328664A1 (en) * 2009-06-30 2010-12-30 Microbix Biosystems Inc. Method and apparatus for limiting effects of refraction in cytometry
US20110009297A1 (en) * 2006-05-19 2011-01-13 Affymetrix, Inc. Consumable elements for use with fluid processing and detection systems
US20110078803A1 (en) * 2002-08-01 2011-03-31 Xy, Llc Sex selected equine embryo production system
US20110145777A1 (en) * 2009-12-15 2011-06-16 Sundar Iyer Intelligent memory system compiler
WO2011086990A1 (en) 2010-01-15 2011-07-21 株式会社オンチップ・バイオテクノロジーズ Disposable chip flow cell and cell sorter using same
US20110284378A1 (en) * 2009-02-17 2011-11-24 Sony Corporation Apparatus and microchip for sorting micro particles
US20120097582A1 (en) * 2009-12-25 2012-04-26 Furukawa Electric Co., Ltd. Sample identification/sorting apparatus and sample identification/sorting method
FR2970334A1 (en) * 2011-01-07 2012-07-13 Horiba Abx Sas DEVICE FOR INSPECTING A BIOLOGICAL FLUID
US20130027686A1 (en) * 2009-10-07 2013-01-31 Balluch Bruno Analysis Device and Method
WO2013096137A1 (en) 2011-12-20 2013-06-27 Becton, Dickinson And Company System and method to improve yield of sorted particles
US8486618B2 (en) 2002-08-01 2013-07-16 Xy, Llc Heterogeneous inseminate system
US20130213115A1 (en) * 2010-10-29 2013-08-22 The University Of British Columbia Methods and apparatus for detecting particles entrained in fluids
US20130308122A1 (en) * 2011-02-04 2013-11-21 Horiba Abx Sas Device and method for multiparametric measurements of microparticles in a fluid
US20140069850A1 (en) * 2011-09-16 2014-03-13 University Of North Carolina At Charlotte Methods and devices for optical sorting of microspheres based on their resonant optical properties
JP2014095595A (en) * 2012-11-08 2014-05-22 Sony Corp Fine particle fraction collector and fine particle fraction collecting method
US8820538B1 (en) 2014-03-17 2014-09-02 Namocell LLC Method and apparatus for particle sorting
US8828210B2 (en) 2007-10-16 2014-09-09 Cambridge Enterprise Limited Microfluidic systems
US20140261757A1 (en) * 2013-03-13 2014-09-18 Sony Corporation Flow channel device, particle sorting apparatus, particle outflow method, and particle sorting method
WO2015056431A1 (en) * 2013-10-17 2015-04-23 Sony Corporation Particle fractionation apparatus, particle fractionation method and particle fractionation program
US9222886B2 (en) 2010-12-27 2015-12-29 Abbott Molecular Inc. Quantitating high titer samples by digital PCR
US9222115B2 (en) 2011-12-30 2015-12-29 Abbott Molecular, Inc. Channels with cross-sectional thermal gradients
FR3022998A1 (en) * 2014-06-30 2016-01-01 Alain Rousseau Tech & Innovations Arteion SYSTEM AND ASSEMBLY FOR FLOW CYTOMETRY, ANALYSIS DEVICE COMPRISING SUCH A CYTOMETRY ASSEMBLY AND ASSEMBLY COMPRISING SUCH A CYTOMETRY SYSTEM
US9267918B2 (en) 2007-10-16 2016-02-23 Cambridge Enterprise Limited Microfluidic systems
US9556416B2 (en) 2011-02-15 2017-01-31 Microbix Biosystems Inc. Methods, systems and apparatus for performing flow cytometry
US9588100B2 (en) 2013-10-30 2017-03-07 Premium Genetics (Uk) Ltd Microfluidic system and method with focused energy apparatus
US9841367B2 (en) 2011-09-16 2017-12-12 The University Of North Carolina At Charlotte Methods and devices for optical sorting of microspheres based on their resonant optical properties
CN107532990A (en) * 2015-05-12 2018-01-02 芯片生物技术株式会社 Single particle analytic method and the system for the parsing
DE102016115891A1 (en) 2016-08-26 2018-03-01 Krones Aktiengesellschaft Filling plant for filling a container with a filling product
WO2018052137A1 (en) 2016-09-16 2018-03-22 株式会社オンチップ・バイオテクノロジーズ Fine particle dispensing device, fine particle analysis device, reaction detection device, and method using said devices
WO2018191069A1 (en) * 2017-04-11 2018-10-18 Sony Corporation Microparticle sorting apparatus and delay time determination method
US10132735B2 (en) 2012-03-30 2018-11-20 Sony Corporation Microparticle sorting device and method of optimizing fluid stream therein
US10241025B2 (en) 2013-01-28 2019-03-26 Sony Corporation Microparticle sorting device, and method and program for sorting microparticles
US10309891B2 (en) 2013-10-16 2019-06-04 Sony Corporation Particle sorting apparatus, particle sorting method, and program
US10309892B2 (en) 2014-02-13 2019-06-04 Sony Corporation Particle sorting device, particle sorting method, program, and particle sorting system
US10386287B2 (en) 2014-09-05 2019-08-20 Sony Corporation Droplet sorting device, droplet sorting method and program
US10605714B2 (en) 2015-10-19 2020-03-31 Sony Corporation Image processing device, fine particle sorting device, and image processing method
US10718703B2 (en) 2014-04-30 2020-07-21 Particles Plus, Inc. Particle counter with advanced features
US10723497B2 (en) * 2014-11-03 2020-07-28 Vanrx Pharmasystems Inc. Apparatus and method for monitoring and controlling the filling of a container with a pharmaceutical fluid in an aseptic environment
US10983040B2 (en) 2013-03-15 2021-04-20 Particles Plus, Inc. Particle counter with integrated bootloader
US11169077B2 (en) 2013-03-15 2021-11-09 Particles Plus, Inc. Personal air quality monitoring system
US11187224B2 (en) 2013-07-16 2021-11-30 Abs Global, Inc. Microfluidic chip
US11193874B2 (en) 2012-03-30 2021-12-07 Sony Corporation Micro-particle sorting apparatus and method of determining a trajectory of an ejected stream carrying micro-particles
WO2021262191A1 (en) * 2020-06-26 2021-12-30 Hewlett-Packard Development Company, L.P. Target particle ejection from recirculating fluid ejection channels
US11243494B2 (en) 2002-07-31 2022-02-08 Abs Global, Inc. Multiple laminar flow-based particle and cellular separation with laser steering
US11307132B2 (en) * 2019-06-26 2022-04-19 Life Technologies Corporation Integrated biocontainment cell sorter
US11320361B2 (en) 2015-02-19 2022-05-03 1087 Systems, Inc. Scanning infrared measurement system
US11331670B2 (en) 2018-05-23 2022-05-17 Abs Global, Inc. Systems and methods for particle focusing in microchannels
US11415503B2 (en) 2013-10-30 2022-08-16 Abs Global, Inc. Microfluidic system and method with focused energy apparatus
US11579072B2 (en) 2013-03-15 2023-02-14 Particles Plus, Inc. Personal air quality monitoring system
US11628439B2 (en) 2020-01-13 2023-04-18 Abs Global, Inc. Single-sheath microfluidic chip
US11889830B2 (en) 2019-04-18 2024-02-06 Abs Global, Inc. System and process for continuous addition of cryoprotectant

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5319891A (en) * 1976-06-10 1978-02-23 Coulter Electronics Method and apparatus for folling drop formation and separation
EP0068404B1 (en) * 1981-06-24 1985-10-02 Becton Dickinson and Company Analyzer for simultaneously determining volume and light emission characteristics of particles
US4476231A (en) * 1981-07-22 1984-10-09 International Remote Imaging Systems, Inc. Method of analyzing the distribution of a reagent between particles and liquid in a suspension
JPS5821166A (en) * 1981-07-30 1983-02-07 Fujitsu Ltd Separation of material to be measured
JPS5847239A (en) * 1981-09-14 1983-03-18 Nisshin Denki Seisakusho:Kk Liquid chromatograph apparatus
US4499052A (en) * 1982-08-30 1985-02-12 Becton, Dickinson And Company Apparatus for distinguishing multiple subpopulations of cells
JPS5995440A (en) * 1982-11-25 1984-06-01 Eisai Co Ltd Method and device for optical measurement
US4521521A (en) * 1983-03-11 1985-06-04 E. I. Du Pont De Nemours And Company Particle reagent size distribution measurements for immunoassay
JPS59167065U (en) * 1983-04-25 1984-11-08 日産ディーゼル工業株式会社 Fully hydraulic power steering system
JPS6080764A (en) * 1983-10-12 1985-05-08 Agency Of Ind Science & Technol Method and device for identifying microparticle
US4735504A (en) * 1983-10-31 1988-04-05 Technicon Instruments Corporation Method and apparatus for determining the volume & index of refraction of particles
JPS6078013U (en) * 1983-11-02 1985-05-31 三洋電機株式会社 LCD display substrate
JPS60100785U (en) * 1983-12-15 1985-07-09 シャープ株式会社 display device
AU628990B2 (en) * 1989-06-12 1992-09-24 De Beers Industrial Diamond Division (Proprietary) Limited Particle sorting
JPH0354520A (en) * 1990-03-15 1991-03-08 Sanyo Electric Co Ltd Manufacture of liquid crystal display device
JP2537764Y2 (en) * 1991-05-07 1997-06-04 日工株式会社 Pipe cutting device
CN107576634B (en) * 2013-07-16 2021-07-23 成都深迈瑞医疗电子技术研究院有限公司 Blood cell analyzer and cell identification method and system thereof
EP3943912A1 (en) * 2015-02-12 2022-01-26 Shenzhen Mindray Bio-Medical Electronics Co., Ltd. Cell analyzer and particle sorting method and device

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3380584A (en) * 1965-06-04 1968-04-30 Atomic Energy Commission Usa Particle separator
US3560754A (en) * 1965-11-17 1971-02-02 Ibm Photoelectric particle separator using time delay
US3675768A (en) * 1969-03-17 1972-07-11 Gildardo Legorreta Sanchez Method and apparatus for classifying and segregating particles with electrical and optical means

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3497690A (en) * 1967-09-21 1970-02-24 Bausch & Lomb Method and apparatus for classifying biological cells by measuring the size and fluorescent response thereof

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3380584A (en) * 1965-06-04 1968-04-30 Atomic Energy Commission Usa Particle separator
US3560754A (en) * 1965-11-17 1971-02-02 Ibm Photoelectric particle separator using time delay
US3675768A (en) * 1969-03-17 1972-07-11 Gildardo Legorreta Sanchez Method and apparatus for classifying and segregating particles with electrical and optical means

Cited By (392)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3826364A (en) * 1972-05-22 1974-07-30 Univ Leland Stanford Junior Particle sorting method and apparatus
US3819270A (en) * 1972-10-02 1974-06-25 Block Engineering Blood cell analyzer
US3984307A (en) * 1973-03-05 1976-10-05 Bio/Physics Systems, Inc. Combined particle sorter and segregation indicator
US3827555A (en) * 1973-03-05 1974-08-06 Bio Physics Systems Inc Particle sorter with segregation indicator
US3791517A (en) * 1973-03-05 1974-02-12 Bio Physics Systems Inc Digital fluidic amplifier particle sorter
US3907437A (en) * 1973-04-26 1975-09-23 Block Engineering Cell classification system
US3824402A (en) * 1973-06-04 1974-07-16 Energy Commission Dual parameter flow photometric apparatus and method
DE2449701A1 (en) * 1973-10-19 1975-05-07 Coulter Electronics METHOD AND DEVICE FOR OBTAINING INFORMATION ON THE PROPERTIES OF PARTICLES
US3924947A (en) * 1973-10-19 1975-12-09 Coulter Electronics Apparatus for preservation and identification of particles analyzed by flow-through apparatus
US4009435A (en) * 1973-10-19 1977-02-22 Coulter Electronics, Inc. Apparatus for preservation and identification of particles analyzed by flow-through apparatus
US4074939A (en) * 1973-12-19 1978-02-21 Max-Planck-Gesellschaft Zur Foerderung Der Wissenschaften E.V. Apparatus for investigating fast chemical reactions by optical detection
US3910702A (en) * 1974-02-12 1975-10-07 Particle Technology Inc Apparatus for detecting particles employing apertured light emitting device
US3963606A (en) * 1974-06-03 1976-06-15 Coulter Electronics, Inc. Semi-automatic adjusting delay for an electronic particle separator
US4071298A (en) * 1974-06-27 1978-01-31 Stanford Research Institute Laser Raman/fluorescent device for analyzing airborne particles
DE2543310A1 (en) * 1975-09-27 1977-03-31 Strahlen Umweltforsch Gmbh DEVICE FOR COUNTING AND CLASSIFYING PARTICLES
FR2328960A1 (en) * 1975-10-08 1977-05-20 Coulter Electronics DEVICE FOR PRESERVATION AND IDENTIFICATION OF PARTICLES ANALYZED BY A THROUGH-FLOW DEVICE
US4053229A (en) * 1976-01-13 1977-10-11 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration 2°/90° Laboratory scattering photometer
US4196437A (en) * 1976-02-05 1980-04-01 Hertz Carl H Method and apparatus for forming a compound liquid jet particularly suited for ink-jet printing
US4162282A (en) * 1976-04-22 1979-07-24 Coulter Electronics, Inc. Method for producing uniform particles
US4101276A (en) * 1976-06-02 1978-07-18 Beckman Instruments, Inc. Method and apparatus for signalling the introduction of chemical reaction components into a chemical analyzing system
US4095898A (en) * 1976-06-10 1978-06-20 Coulter Electronics, Inc. Particle analysis system with photochromic filter
DE2636470A1 (en) * 1976-06-14 1977-12-22 Coulter Electronics PHOTO ANALYSIS DEVICE AND METHOD FOR SIMULTANEOUSLY MEASURING PARTICLE PROPERTIES
FR2355284A1 (en) * 1976-06-14 1978-01-13 Coulter Electronics METHOD AND APPARATUS FOR SIMULTANEOUSLY OPTICALLY MEASURING PARTICLE CHARACTERISTICS
NL7609073A (en) * 1976-06-14 1977-12-16 Coulter Electronics METHOD AND DEVICE FOR OPTICAL MEASUREMENT OF CHARACTERISTICS.
DE2660947C2 (en) * 1976-06-14 1986-07-24 Coulter Electronics, Inc., Hialeah, Fla. Photo analyzer for the simultaneous optical measurement of a number of properties of a system of small particles contained in a suspension
US4038556A (en) * 1976-06-14 1977-07-26 Coulter Electronics, Inc. Method and apparatus for simultaneous optical measurement of particle characteristics
US4168460A (en) * 1976-07-22 1979-09-18 Max-Planck Gesellschaft Zur Forderung Der Wissenschaften E.V. Particle sorting apparatus
DE2712360A1 (en) * 1977-03-22 1978-09-28 Zoeld Tibor Dr Phys Counter and sizing appts. for suspended particles - has narrow aperture outlet and electrodes positioned outside flow path
US4097373A (en) * 1977-03-23 1978-06-27 John Caldwell Allred High speed particle sorter using a field emission electrode
US4203670A (en) * 1977-04-21 1980-05-20 Bromberg Nathan S System and method of fluorescence polarimetry
DE2742838A1 (en) * 1977-09-23 1979-04-05 Zoeld Tibor Dr Phys Counting and size determination of particles in electrolyte - using electrodes designed to absorb electrolytically produced gas molecules on electrode surfaces
US4191739A (en) * 1977-10-17 1980-03-04 General Electric Company Antigen-antibody reaction assay employing particle aggregation and resistive pulse analysis
US4343782A (en) * 1978-04-20 1982-08-10 Shapiro Howard M Cytological assay procedure
US4230031A (en) * 1978-04-26 1980-10-28 Coulter Electronics, Inc. Biohazard containment apparatus and method
FR2431694A1 (en) * 1978-07-18 1980-02-15 Berber Viktor Granulometric analysis of particles in fluids - by detecting reflected light following passage through nozzle
JPS5537998A (en) * 1978-09-06 1980-03-17 Ortho Diagnostics Method of and apparatus for detecting blood plasma plate in all blood
JPS6351268B2 (en) * 1978-09-06 1988-10-13 Ooso Daiagunosuteitsuku Shisutemuzu Inc
US4293221A (en) * 1979-04-17 1981-10-06 Research Corporation Multidimensional slit-scan flow system
US4263508A (en) * 1979-04-20 1981-04-21 Research Corporation Pulse edge measurement for determining particle dimensional characteristics
US4347935A (en) * 1979-05-16 1982-09-07 The United States Of America As Represented By The United States Department Of Energy Method and apparatus for electrostatically sorting biological cells
US4279345A (en) * 1979-08-03 1981-07-21 Allred John C High speed particle sorter using a field emission electrode
US4318483A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Automatic relative droplet charging time delay system for an electrostatic particle sorting system using a relatively moveable stream surface sensing system
US4325483A (en) * 1979-08-20 1982-04-20 Ortho Diagnostics, Inc. Method for detecting and controlling flow rates of the droplet forming stream of an electrostatic particle sorting apparatus
US4318481A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Method for automatically setting the correct phase of the charge pulses in an electrostatic flow sorter
US4318482A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Method for measuring the velocity of a perturbed jetting fluid in an electrostatic particle sorting system
US4318480A (en) * 1979-08-20 1982-03-09 Ortho Diagnostics, Inc. Method and apparatus for positioning the point of droplet formation in the jetting fluid of an electrostatic sorting device
US4317520A (en) * 1979-08-20 1982-03-02 Ortho Diagnostics, Inc. Servo system to control the spatial position of droplet formation of a fluid jet in a cell sorting apparatus
DE3043814A1 (en) * 1979-11-23 1981-09-03 Coulter Electronics, Inc., 33010 Hialeah, Fla. PARTICLE DETECTION DEVICE AND METHOD
FR2470377A1 (en) * 1979-11-23 1981-05-29 Coulter Electronics APPARATUS AND METHOD FOR EXPLORING PARTICLES
US4298836A (en) * 1979-11-23 1981-11-03 Coulter Electronics, Inc. Particle shape determination
US4284496A (en) * 1979-12-10 1981-08-18 Newton William A Particle guiding apparatus and method
US4284495A (en) * 1979-12-10 1981-08-18 Newton William A Coating apparatus and method
US4329787A (en) * 1980-01-04 1982-05-18 Newton William A Droplet exploding and freezing apparatus and method
US4350892A (en) * 1980-07-31 1982-09-21 Research Corporation X'-, Y'-, Z'- axis multidimensional slit-scan flow system
US4352731A (en) * 1980-11-03 1982-10-05 Occidental Research Corporation Apparatus for selective wetting of particles
US4487320A (en) * 1980-11-03 1984-12-11 Coulter Corporation Method of and apparatus for detecting change in the breakoff point in a droplet generation system
US4691829A (en) * 1980-11-03 1987-09-08 Coulter Corporation Method of and apparatus for detecting change in the breakoff point in a droplet generation system
US4395676A (en) * 1980-11-24 1983-07-26 Coulter Electronics, Inc. Focused aperture module
US4399219A (en) * 1981-01-29 1983-08-16 Massachusetts Institute Of Technology Process for isolating microbiologically active material
US4401755A (en) * 1981-01-29 1983-08-30 Massachusetts Institute Of Technology Process for measuring microbiologically active material
WO1982002561A1 (en) * 1981-01-29 1982-08-05 James C Weaver Process for measuring microbiologically active material
WO1982002562A1 (en) * 1981-01-29 1982-08-05 James C Weaver Process for isolating microbiologically active material
US4673288A (en) * 1981-05-15 1987-06-16 Ratcom, Inc. Flow cytometry
US4818103A (en) * 1981-05-15 1989-04-04 Ratcom Flow cytometry
US4667830A (en) * 1981-06-15 1987-05-26 The Board Of Trustees Of The Leland Stanford Junior University Method and means for sorting individual particles into containers for culturing, cloning, analysis, or the like
US4444317A (en) * 1981-08-26 1984-04-24 Georg Wick Observation of immunofluorescene for distinguishing between specific and nonspecific binding of conjugates
US4515274A (en) * 1981-12-02 1985-05-07 Coulter Corporation Particle analyzing and sorting apparatus
US4510438A (en) * 1982-02-16 1985-04-09 Coulter Electronics, Inc. Coincidence correction in particle analysis system
US4498766A (en) * 1982-03-25 1985-02-12 Becton, Dickinson And Company Light beam focal spot elongation in flow cytometry devices
DE3233055A1 (en) * 1982-09-06 1984-03-08 Coulter Electronics, Inc., 33010 Hialeah, Fla. Optical through-flow device for examining particles suspended in a liquid flow
US4751188A (en) * 1982-10-15 1988-06-14 Max-Planck-Gesellschaft Zur Foerderung Der Wissenschaften E.V. Method for the simultaneous quantitative determination of cells and reagent therefor
DE3307789A1 (en) * 1983-03-04 1984-09-06 Coulter Corp., Hialeah, Fla. METHOD AND DEVICE FOR DISPLAYING A CHANGE IN THE DECOMPOSITION POINT IN A DROP PRODUCTION SYSTEM
DE3310551A1 (en) * 1983-03-24 1984-09-27 Coulter Corp., Hialeah, Fla. Particle analysis and sorting apparatus
US4778593A (en) * 1983-03-25 1988-10-18 Agency Of Industrial Science And Technology Method and apparatus for discriminating minute particles
EP0121261A2 (en) * 1983-04-05 1984-10-10 Becton Dickinson and Company Method and apparatus for distinguishing subclasses of leukocytes in a sample
EP0121261A3 (en) * 1983-04-05 1985-11-06 Becton Dickinson and Company Method and apparatus for distinguishing subclasses of leukocytes in a sample
WO1985001108A1 (en) * 1983-08-29 1985-03-14 Coulter Corporation Method and apparatus for removing foreign matter from a flow cell of a particle study device
US4564803A (en) * 1983-08-29 1986-01-14 Coulter Corporation Method and apparatus for removing foreign matter from a flow cell of a particle study device
US4538733A (en) * 1983-10-14 1985-09-03 Becton, Dickinson And Company Particle sorter with neutralized collection wells and method of using same
WO1985005684A1 (en) * 1984-05-31 1985-12-19 Coulter Electronics, Inc. Method and reagent system for four-population differential determination of leukocytes
US5188935A (en) * 1984-05-31 1993-02-23 Coulter Electronics, Inc. Reagent system and method for identification, enumeration and examination of classes and subclasses of blood leukocytes
US4751179A (en) * 1984-05-31 1988-06-14 Coulter Electronics, Inc. Method and reagents for differential determination of four populations of leukocytes in blood
EP0177718A2 (en) * 1984-09-11 1986-04-16 Partec AG Method and device for sorting microscopic particles
EP0177718A3 (en) * 1984-09-11 1987-05-20 Partec Ag Method and device for sorting microscopic particles
DE3531969A1 (en) * 1984-09-11 1986-03-20 Becton, Dickinson and Co., Paramus, N.J. DEVICE AND METHOD FOR DETECTING AND CLASSIFYING PARTICLES WITH THE AID OF TECHNIQUES OF FLOW CYTOMETRY
US4916060A (en) * 1985-09-17 1990-04-10 Massachusetts Institute Of Technology Process for chemical measurement in small volume samples by fluorescent indicators
EP0246011A3 (en) * 1986-05-05 1988-07-13 Integrated Ionics, Inc. Improved particle counter and method of manufacture
EP0246011A2 (en) * 1986-05-05 1987-11-19 I-Stat Corporation Improved particle counter and method of manufacture
EP0279000A1 (en) * 1987-02-17 1988-08-24 Ratcom, Inc. Flow cytometry
WO1989000894A1 (en) * 1987-08-05 1989-02-09 The Board Of Trustees Of The Leland Stanford Junio Apparatus and method for multidimensional characterization of objects in real time
US4987539A (en) * 1987-08-05 1991-01-22 Stanford University Apparatus and method for multidimensional characterization of objects in real time
US4988619A (en) * 1987-11-30 1991-01-29 United States Department Of Energy Flow cytometry apparatus
US4837446A (en) * 1988-03-31 1989-06-06 International Paper Company Apparatus and process for testing uniformity of pulp
US4844610A (en) * 1988-04-29 1989-07-04 Becton, Dickinson And Company Backflow isolator and capture system
US5089384A (en) * 1988-11-04 1992-02-18 Amoco Corporation Method and apparatus for selective cell destruction using amplified immunofluorescence
WO1990012308A1 (en) * 1989-03-31 1990-10-18 Maritime Scientific Services Ltd. Method and apparatus for the identification of particles
US5142462A (en) * 1989-04-28 1992-08-25 Olympus Optical Co., Ltd. Illuminating optical system
EP0412431A3 (en) * 1989-08-11 1992-03-04 Becton Dickinson And Company Method and apparatus for sorting particles with a moving catcher tube
EP0412431A2 (en) * 1989-08-11 1991-02-13 Becton, Dickinson and Company Method and apparatus for sorting particles with a moving catcher tube
US5275787A (en) * 1989-10-04 1994-01-04 Canon Kabushiki Kaisha Apparatus for separating or measuring particles to be examined in a sample fluid
US5180065A (en) * 1989-10-11 1993-01-19 Canon Kabushiki Kaisha Apparatus for and method of fractionating particle in particle-suspended liquid in conformity with the properties thereof
EP0425381A1 (en) * 1989-10-27 1991-05-02 ABX , Société Anonyme dite Apparatus for counting and determination of at least one leucocyte-subpopulation
FR2653885A1 (en) * 1989-10-27 1991-05-03 Abx Sa APPARATUS FOR COUNTING AND DETERMINING AT LEAST ONE LEUKOCYTE SUB POPULATION.
US5194909A (en) * 1990-12-04 1993-03-16 Tycko Daniel H Apparatus and method for measuring volume and hemoglobin concentration of red blood cells
US5199576A (en) * 1991-04-05 1993-04-06 University Of Rochester System for flexibly sorting particles
US5550058A (en) * 1991-04-05 1996-08-27 University Of Rochester System for flexibly sorting particles
WO1992017288A1 (en) * 1991-04-05 1992-10-15 The University Of Rochester System for flexibly sorting particles
US5998212A (en) * 1991-04-05 1999-12-07 University Of Texas Medical Branch At Galveston Method for flexibly sorting particles
US5558998A (en) * 1992-02-25 1996-09-24 The Regents Of The Univ. Of California DNA fragment sizing and sorting by laser-induced fluorescence
US5232828A (en) * 1992-03-09 1993-08-03 Becton, Dickinson And Company Coating agents for cell recovery
US5859705A (en) * 1993-05-26 1999-01-12 The Dow Chemical Company Apparatus and method for using light scattering to determine the size of particles virtually independent of refractive index
WO1994028392A1 (en) * 1993-05-26 1994-12-08 The Dow Chemical Company Apparatus and method for determining the size of particles using light scattering
US5464581A (en) * 1993-08-02 1995-11-07 The Regents Of The University Of California Flow cytometer
US5540494A (en) * 1994-06-03 1996-07-30 Purvis, Jr.; Norman B. Method and apparatus for determining absolute particle size, surface area and volume normalized fluorescence using forward angle light scatter intensity in flow cytometry
US20050106617A1 (en) * 1994-06-08 2005-05-19 Affymetrix, Inc., A Delaware Corporation Bioarray chip reaction apparatus and its manufacture
US20050208646A1 (en) * 1994-06-08 2005-09-22 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US6733977B2 (en) 1994-06-08 2004-05-11 Affymetrix, Inc. Hybridization device and method
US20060040380A1 (en) * 1994-06-08 2006-02-23 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20040106130A1 (en) * 1994-06-08 2004-06-03 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20090143249A1 (en) * 1994-06-08 2009-06-04 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20040166525A1 (en) * 1994-06-08 2004-08-26 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20040171054A1 (en) * 1994-06-08 2004-09-02 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US7364895B2 (en) 1994-06-08 2008-04-29 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20050106618A1 (en) * 1994-06-08 2005-05-19 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20050003421A1 (en) * 1994-06-08 2005-01-06 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20050089953A1 (en) * 1994-06-08 2005-04-28 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US6399365B2 (en) 1994-06-08 2002-06-04 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20060234267A1 (en) * 1994-06-08 2006-10-19 Affymetrix, Inc Bioarray chip reaction apparatus and its manufacture
US20050191630A1 (en) * 1994-06-08 2005-09-01 Affymetrix, Inc., A Delaware Corporation. Bioarray chip reaction apparatus and its manufacture
US6551817B2 (en) 1994-06-08 2003-04-22 Affymetrix, Inc. Method and apparatus for hybridization
US20050158819A1 (en) * 1994-06-08 2005-07-21 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20050106615A1 (en) * 1994-06-08 2005-05-19 Affymetrix, Inc. Bioarray chip reaction apparatus and its manufacture
US20020119578A1 (en) * 1994-10-18 2002-08-29 Zaffaroni Alejandro C. Guided deposition in spatial arrays
US20050196745A1 (en) * 1994-10-18 2005-09-08 Affymetrix, Inc. Guided deposition in spatial arrays
US20020151085A1 (en) * 1994-10-18 2002-10-17 Zaffaroni Alejandro C. Guided deposition in spatial arrays
US6121048A (en) * 1994-10-18 2000-09-19 Zaffaroni; Alejandro C. Method of conducting a plurality of reactions
US5776781A (en) * 1995-04-25 1998-07-07 Systemix Sterile flow cytometer and sorter with mechanical isolation between flow chamber and sterile enclosure and methods for using same
US20050181403A1 (en) * 1995-06-07 2005-08-18 Affymetrix, Inc. Methods for making a device for concurrently processing multiple biological chip assays
US20050282156A1 (en) * 1995-06-07 2005-12-22 Affymetrix, Inc. Methods for making a device for concurrently processing multiple biological chip assays
US5649576A (en) * 1996-02-26 1997-07-22 Pharmacopeia, Inc. Partitioning device
US6582159B2 (en) 1996-06-27 2003-06-24 Weyerhaeuser Company Upstream engaging fluid switch for serial conveying
US6145247A (en) * 1996-06-27 2000-11-14 Weyerhaeuser Company Fluid switch
US6709203B2 (en) 1996-06-27 2004-03-23 Weyerhaeuser Upstream engaging fluid switch for serial conveying
US6354770B1 (en) 1996-06-27 2002-03-12 Weyerhaeuser Company Upstream engaging fluid switch for serial conveying
US6209589B1 (en) 1996-10-21 2001-04-03 Smithkline Beecham Plc Apparatus and method for distributing beads
WO1998017383A1 (en) * 1996-10-21 1998-04-30 Smithkline Beecham Plc Apparatus and method for distributing beads
US5940177A (en) * 1997-01-10 1999-08-17 Basf Aktiengesellschaft Method and apparatus for determining the size distribution of different types of particles in a sample
US7929137B2 (en) 1997-01-31 2011-04-19 Xy, Llc Optical apparatus
US20050110996A1 (en) * 1997-01-31 2005-05-26 Sharpe Jonathan C. Optical apparatus
US7586604B2 (en) 1997-01-31 2009-09-08 Xy, Inc. Optical apparatus
US7221453B2 (en) 1997-01-31 2007-05-22 Xy, Inc. Optical apparatus
US6819411B1 (en) 1997-01-31 2004-11-16 Xy, Inc. Optical apparatus
US7629113B2 (en) 1997-12-31 2009-12-08 Xy, Inc Multiple sexed embryo production system for bovine mammals
US20020096123A1 (en) * 1997-12-31 2002-07-25 Colorado State University, Colorado State University Research Foundation Integrated herd management system utilizing isolated populations of X-chromosome bearing and Y-chromosome bearing spermatozoa
US7195920B2 (en) 1997-12-31 2007-03-27 Xy, Inc. Collection systems for cytometer sorting of sperm
US20020119558A1 (en) * 1997-12-31 2002-08-29 Xy, Inc. Multiple sexed embryo production system for mammals using low numbers of spermatozoa
US9422523B2 (en) 1997-12-31 2016-08-23 Xy, Llc System and method for sorting cells
US20070026379A1 (en) * 1997-12-31 2007-02-01 Colorado State University Through Its Agent, Colorado State University Research Foundation Collection Systems for Cytometer Sorting of Sperm
US20030129091A1 (en) * 1997-12-31 2003-07-10 Colorado State University Through Its Agent, Colorado State University Research Foundation Collection systems for cytometer sorting of sperm
US9365822B2 (en) 1997-12-31 2016-06-14 Xy, Llc System and method for sorting cells
US20070099260A1 (en) * 1997-12-31 2007-05-03 Xy, Inc. Use of a Composition which Regulates Oxidation/Reduction Reactions Intracellularly and/or Extracellularly in a Staining or Sorting Process
US6265163B1 (en) 1998-01-09 2001-07-24 Lynx Therapeutics, Inc. Solid phase selection of differentially expressed genes
WO1999044036A1 (en) * 1998-02-26 1999-09-02 Becton, Dickinson And Company Electrostatic deceleration system for flow cytometer
US6589792B1 (en) 1998-02-27 2003-07-08 Dakocytomation Denmark A/S Method and apparatus for flow cytometry
US6248590B1 (en) 1998-02-27 2001-06-19 Cytomation, Inc. Method and apparatus for flow cytometry
US6079836A (en) * 1998-07-20 2000-06-27 Coulter International Corp. Flow cytometer droplet break-off location adjustment mechanism
US7772005B1 (en) 1998-07-30 2010-08-10 Xy, Llc Method of establishing an equine artificial insemination sample
US20040185483A1 (en) * 1998-12-28 2004-09-23 Illumina, Inc. Composite arrays utilizing microspheres with a hybridization chamber
US8628952B2 (en) 1998-12-28 2014-01-14 Illumina, Inc. Array kits and processing systems
US7901897B2 (en) 1998-12-28 2011-03-08 Illumina, Inc. Methods of making arrays
US20090227472A1 (en) * 1998-12-28 2009-09-10 Stuelpnagel John R Array systems and components
US7510841B2 (en) 1998-12-28 2009-03-31 Illumina, Inc. Methods of making and using composite arrays for the detection of a plurality of target analytes
US20090298716A1 (en) * 1998-12-28 2009-12-03 Illumina, Inc. Composite arrays utilizing microspheres with a hybridization chamber
US7612020B2 (en) 1998-12-28 2009-11-03 Illumina, Inc. Composite arrays utilizing microspheres with a hybridization chamber
US8148110B2 (en) * 1999-03-15 2012-04-03 The Board Of Trustees Of The Leland Stanford Junior University Detection of molecular interactions by β-lactamase reporter fragment complementation
US20030175836A1 (en) * 1999-03-15 2003-09-18 Blau Helen M. Detection of molecular interactions by beta-lactamase reporter fragment complementation
US20020094531A1 (en) * 1999-06-14 2002-07-18 Frederic Zenhausern Apparatus and method for monitoring molecular species within a medium
US7115229B2 (en) * 1999-06-14 2006-10-03 Alpha Mos Apparatus and method for monitoring molecular species within a medium
US7024316B1 (en) 1999-10-21 2006-04-04 Dakocytomation Colorado, Inc. Transiently dynamic flow cytometer analysis system
US20060259253A1 (en) * 1999-10-21 2006-11-16 Dako Colorado, Inc. Systems for transiently dynamic flow cytometer analysis
US7208265B1 (en) 1999-11-24 2007-04-24 Xy, Inc. Method of cryopreserving selected sperm cells
US7820425B2 (en) 1999-11-24 2010-10-26 Xy, Llc Method of cryopreserving selected sperm cells
US20070099171A1 (en) * 1999-11-24 2007-05-03 Xy, Inc. Sperm Suspensions for Sorting Into X or Y Chromosome-bearing Enriched Populations
US20070092860A1 (en) * 1999-11-24 2007-04-26 Xy, Inc. Sperm Suspensions For Use in Insemination
US20040053243A1 (en) * 2000-05-09 2004-03-18 Evans Kenneth M. High purity x-chromosome bearing and y-chromosome bearing populations of spermatozoa
US10208345B2 (en) 2000-05-09 2019-02-19 Xy, Llc Method for producing high purity X-chromosome bearing and Y-chromosome bearing populations of spermatozoa
US20080233635A1 (en) * 2000-05-09 2008-09-25 Xy, Inc. Methods and Apparatus for High Purity X-Chromosome Bearing and Y-Chromosome Bearing Populations Of Spermatozoa
US9145590B2 (en) 2000-05-09 2015-09-29 Xy, Llc Methods and apparatus for high purity X-chromosome bearing and Y-chromosome bearing populations of spermatozoa
US7371517B2 (en) 2000-05-09 2008-05-13 Xy, Inc. High purity X-chromosome bearing and Y-chromosome bearing populations of spermatozoa
EP2258174A3 (en) * 2000-05-09 2012-06-13 Xy, Llc High purity x-chromosome bearing and y-chromosome bearing populations of spermatozoa
EP2258171A3 (en) * 2000-05-09 2012-06-13 Xy, Llc High purity X-chromosome bearing and Y-chromosome bearing populations of spermatozoa
US20020110925A1 (en) * 2000-06-13 2002-08-15 Symyx Technologies, Inc. Apparatus and method for testing compositions in contact with a porous medium
US20040031071A1 (en) * 2000-10-05 2004-02-12 Xy, Inc. System of hysteroscopic insemination of mares
US7094527B2 (en) 2000-11-29 2006-08-22 Xy, Inc. System for in-vitro fertilization with spermatozoa separated into X-chromosome and Y-chromosome bearing populations
US9879221B2 (en) 2000-11-29 2018-01-30 Xy, Llc Method of in-vitro fertilization with spermatozoa separated into X-chromosome and Y-chromosome bearing populations
US7771921B2 (en) 2000-11-29 2010-08-10 Xy, Llc Separation systems of frozen-thawed spermatozoa into X-chromosome bearing and Y-chromosome bearing populations
US20050130257A1 (en) * 2000-11-29 2005-06-16 Picoliter Inc. Focused acoustic ejection cell sorting system and method
US20020090720A1 (en) * 2000-11-29 2002-07-11 Mutz Mitchell W. Focused acoustic ejection cell sorting system and method
US7713687B2 (en) 2000-11-29 2010-05-11 Xy, Inc. System to separate frozen-thawed spermatozoa into x-chromosome bearing and y-chromosome bearing populations
US20060281176A1 (en) * 2000-11-29 2006-12-14 Xy, Inc. In-Vitro fertilization systems with spermatozoa separated into X-chromosome and Y-chromosome bearing populations
US8652769B2 (en) 2000-11-29 2014-02-18 Xy, Llc Methods for separating frozen-thawed spermatozoa into X-chromosome bearing and Y-chromosome bearing populations
US6849423B2 (en) 2000-11-29 2005-02-01 Picoliter Inc Focused acoustics for detection and sorting of fluid volumes
US7270986B2 (en) 2000-11-29 2007-09-18 Picoliter Inc. Ejection of localized volumes from fluids
US8137967B2 (en) 2000-11-29 2012-03-20 Xy, Llc In-vitro fertilization systems with spermatozoa separated into X-chromosome and Y-chromosome bearing populations
US20040171163A1 (en) * 2000-12-15 2004-09-02 Lopez Peter A. Electrical conductive containment system
EP2267429A1 (en) 2000-12-28 2010-12-29 Picoliter Inc. Focused acoustic ejection cell sorting system and method
US7691645B2 (en) * 2001-01-09 2010-04-06 Agilent Technologies, Inc. Immunosubtraction method
US20020127739A1 (en) * 2001-01-09 2002-09-12 Rembert Pieper Immunosubtraction method for sample preparation for 2-DGE
US20020198928A1 (en) * 2001-03-29 2002-12-26 Shmuel Bukshpan Methods devices and systems for sorting and separating particles
US7354733B2 (en) * 2001-03-29 2008-04-08 Cellect Technologies Corp. Method for sorting and separating living cells
US7012689B2 (en) 2001-05-17 2006-03-14 Dako Colorado, Inc. Flow cytometer with active automated optical alignment system
US20030211009A1 (en) * 2001-05-18 2003-11-13 Buchanan Kris S. Rapid multi-material sample input system
US7372566B2 (en) * 2001-10-26 2008-05-13 Btf Pty Ltd. Cytometer
US20050062956A1 (en) * 2001-10-26 2005-03-24 Graham Vesey Cytometer
EP1316792A3 (en) * 2001-11-30 2004-02-04 Sysmex Corporation Particle detector and particle analyzer employing the same
US20030102220A1 (en) * 2001-11-30 2003-06-05 Takaaki Nagai Particle detector and particle analyzer employing the same
EP1316792A2 (en) * 2001-11-30 2003-06-04 Sysmex Corporation Particle detector and particle analyzer employing the same
US6909269B2 (en) 2001-11-30 2005-06-21 Sysmex Corporation Particle detector and particle analyzer employing the same
US11415936B2 (en) 2002-07-31 2022-08-16 Abs Global, Inc. Multiple laminar flow-based particle and cellular separation with laser steering
US11243494B2 (en) 2002-07-31 2022-02-08 Abs Global, Inc. Multiple laminar flow-based particle and cellular separation with laser steering
US11422504B2 (en) 2002-07-31 2022-08-23 Abs Global, Inc. Multiple laminar flow-based particle and cellular separation with laser steering
US8486618B2 (en) 2002-08-01 2013-07-16 Xy, Llc Heterogeneous inseminate system
US8211629B2 (en) 2002-08-01 2012-07-03 Xy, Llc Low pressure sperm cell separation system
US20110078803A1 (en) * 2002-08-01 2011-03-31 Xy, Llc Sex selected equine embryo production system
US8497063B2 (en) 2002-08-01 2013-07-30 Xy, Llc Sex selected equine embryo production system
US7855078B2 (en) 2002-08-15 2010-12-21 Xy, Llc High resolution flow cytometer
US20060141628A1 (en) * 2002-08-15 2006-06-29 Xy, Inc. High resolution flow cytometer
US11230695B2 (en) 2002-09-13 2022-01-25 Xy, Llc Sperm cell processing and preservation systems
US20040055030A1 (en) * 2002-09-13 2004-03-18 Xy, Inc. Sperm cell processing and preservation systems
US11261424B2 (en) 2002-09-13 2022-03-01 Xy, Llc Sperm cell processing systems
US7169548B2 (en) 2002-09-13 2007-01-30 Xy, Inc. Sperm cell processing and preservation systems
US7170601B2 (en) * 2002-09-27 2007-01-30 Rion Co., Ltd. Flow cell, and particle measurement device using the same
EP1544600A4 (en) * 2002-09-27 2008-09-10 Rion Co Flow cell, and particle measurement device using the same
US20060001874A1 (en) * 2002-09-27 2006-01-05 Rion Co., Ltd. Flow cell, and particle measurement device using the same
EP1544600A1 (en) * 2002-09-27 2005-06-22 Rion Co., Ltd. Flow cell, and particle measurement device using the same
US20080291425A1 (en) * 2002-09-27 2008-11-27 Norton Pierce O Removable sorting cuvette and nozzle
US6941005B2 (en) 2002-11-01 2005-09-06 Coulter International Corp. Monitoring and control of droplet sorting
US20040086159A1 (en) * 2002-11-01 2004-05-06 Lary Todd P. Monitoring and control of droplet sorting
US20040110241A1 (en) * 2002-12-06 2004-06-10 Segal Mark S. Materials and methods for monitoring vascular endothelial function
US9040304B2 (en) 2003-03-28 2015-05-26 Inguran, Llc Multi-channel system and methods for sorting particles
US8709817B2 (en) 2003-03-28 2014-04-29 Inguran, Llc Systems and methods for sorting particles
US8664006B2 (en) 2003-03-28 2014-03-04 Inguran, Llc Flow cytometer apparatus and method
US8709825B2 (en) 2003-03-28 2014-04-29 Inguran, Llc Flow cytometer method and apparatus
US11104880B2 (en) 2003-03-28 2021-08-31 Inguran, Llc Photo-damage system for sorting particles
US20050112541A1 (en) * 2003-03-28 2005-05-26 Monsanto Technology Llc Apparatus, methods and processes for sorting particles and for providing sex-sorted animal sperm
US10100278B2 (en) 2003-03-28 2018-10-16 Inguran, Llc Multi-channel system and methods for sorting particles
US7758811B2 (en) 2003-03-28 2010-07-20 Inguran, Llc System for analyzing particles using multiple flow cytometry units
US8748183B2 (en) 2003-03-28 2014-06-10 Inguran, Llc Method and apparatus for calibrating a flow cytometer
US11718826B2 (en) 2003-03-28 2023-08-08 Inguran, Llc System and method for sorting particles
US7943384B2 (en) 2003-03-28 2011-05-17 Inguran Llc Apparatus and methods for sorting particles
US9377390B2 (en) 2003-03-28 2016-06-28 Inguran, Llc Apparatus, methods and processes for sorting particles and for providing sex-sorted animal sperm
US7799569B2 (en) 2003-03-28 2010-09-21 Inguran, Llc Process for evaluating staining conditions of cells for sorting
US7723116B2 (en) 2003-05-15 2010-05-25 Xy, Inc. Apparatus, methods and processes for sorting particles and for providing sex-sorted animal sperm
US20040241659A1 (en) * 2003-05-30 2004-12-02 Applera Corporation Apparatus and method for hybridization and SPR detection
US20090140168A1 (en) * 2004-03-01 2009-06-04 Firma Cytecs Gmbh Device for measuring light emitted by microscopically small particles or biological cells
US8049888B2 (en) * 2004-03-01 2011-11-01 Firma Cytecs Gmbh Device for measuring light emitted by microscopically small particles or biological cells
US7838210B2 (en) 2004-03-29 2010-11-23 Inguran, LLC. Sperm suspensions for sorting into X or Y chromosome-bearing enriched populations
US7892725B2 (en) 2004-03-29 2011-02-22 Inguran, Llc Process for storing a sperm dispersion
US7833147B2 (en) 2004-07-22 2010-11-16 Inguran, LLC. Process for enriching a population of sperm cells
US11408813B2 (en) 2004-07-27 2022-08-09 Beckman Coulter, Inc. Enhancing flow cytometry discrimination with geometric transformation
US20090287421A1 (en) * 2004-07-27 2009-11-19 George C Malachowski Enhancing Flow Cytometry Discrimination with Geometric Transformation
US9134220B2 (en) 2004-07-27 2015-09-15 Beckman Coulter, Inc. Enhancing flow cytometry discrimination with geometric transformation
USRE46559E1 (en) 2004-07-27 2017-09-26 Beckman Coulter, Inc. Enhancing flow cytometry discrimination with geometric transformation
US8218144B2 (en) 2004-07-30 2012-07-10 Azbil BioVigilant, Inc. Pathogen and particle detector system and method
US7430046B2 (en) * 2004-07-30 2008-09-30 Biovigilant Systems, Inc. Pathogen and particle detector system and method
US20070013910A1 (en) * 2004-07-30 2007-01-18 Jian-Ping Jiang Pathogen and particle detector system and method
US20060180517A1 (en) * 2005-01-12 2006-08-17 Beckman Coulter, Inc. Methods and apparatus for sorting particles hydraulically
US7392908B2 (en) 2005-01-12 2008-07-01 Beckman Coulter, Inc. Methods and apparatus for sorting particles hydraulically
US8796186B2 (en) 2005-04-06 2014-08-05 Affymetrix, Inc. System and method for processing large number of biological microarrays
US20100081583A1 (en) * 2005-04-06 2010-04-01 Affymetrix, Inc. Fludic system and method for processing biological microarrays in personal instrumentation
US20060284930A1 (en) * 2005-06-21 2006-12-21 George Mejalli Methods and arrangements for adjusting and aligning fluid dispensing devices and the like such as continuous ink jet printheads
US7738099B2 (en) 2005-07-15 2010-06-15 Biovigilant Systems, Inc. Pathogen and particle detector system and method
US20100108910A1 (en) * 2005-07-15 2010-05-06 Michael Morrell Pathogen and particle detector system and method
US20070026378A1 (en) * 2005-07-29 2007-02-01 Xy, Inc. Methods and apparatus for reducing protein content in sperm cell extenders
US7618770B2 (en) 2005-07-29 2009-11-17 Xy, Inc. Methods and apparatus for reducing protein content in sperm cell extenders
US20070059370A1 (en) * 2005-09-15 2007-03-15 Industrial Technology Research Institute Method and apparatus for fabricating nanoparticles
US20080187487A1 (en) * 2006-05-03 2008-08-07 Gustavo Larsen Methods for producing multilayered particles, fibers and sprays and methods for administering the same
US20130017148A1 (en) * 2006-05-03 2013-01-17 Gustavo Larsen Systems for producing multilayered particles, fibers and sprays and methods for administering the same
US20070296099A1 (en) * 2006-05-03 2007-12-27 Gustavo Larsen Systems for producing multilayered particles, fibers and sprays and methods for administering the same
US8297959B2 (en) * 2006-05-03 2012-10-30 Terapia Celular, Ln, Inc. Systems for producing multilayered particles, fibers and sprays and methods for administering the same
US20110009297A1 (en) * 2006-05-19 2011-01-13 Affymetrix, Inc. Consumable elements for use with fluid processing and detection systems
US20100065734A1 (en) * 2006-12-04 2010-03-18 The University Of Queensland Particle sorting apparatus and method
US9267918B2 (en) 2007-10-16 2016-02-23 Cambridge Enterprise Limited Microfluidic systems
US8828210B2 (en) 2007-10-16 2014-09-09 Cambridge Enterprise Limited Microfluidic systems
US8628976B2 (en) 2007-12-03 2014-01-14 Azbil BioVigilant, Inc. Method for the detection of biologic particle contamination
US20090242799A1 (en) * 2007-12-03 2009-10-01 Bolotin Charles E Method for the detection of biologic particle contamination
US20110089340A1 (en) * 2008-06-25 2011-04-21 Horiba Abx Sas Electrooptic measurement device and method intended for classifying and counting microscopic elements
WO2010004173A1 (en) * 2008-06-25 2010-01-14 Horiba Abx Sas Electrooptic measurement device and method intended for classifying and counting microscopic elements
FR2933192A1 (en) * 2008-06-25 2010-01-01 Horiba Abx Sas DEVICE AND METHOD FOR ELECTRO OPTICAL MEASUREMENT FOR CLASSIFYING AND COUNTING MICROSCOPIC ELEMENTS.
US8575568B2 (en) 2008-06-25 2013-11-05 Horiba Abx Sas Electrooptic measurement device and method intended for classifying and counting microscopic elements
US8467040B2 (en) 2008-06-30 2013-06-18 Microbix Biosystems, Inc. Method and apparatus for sorting cells
US20090325217A1 (en) * 2008-06-30 2009-12-31 Microbix Biosystems Inc. Method and apparatus for sorting cells
US8004661B2 (en) 2008-06-30 2011-08-23 Microbix Biosystems Inc. Method and apparatus for sorting cells
EP3907488A1 (en) 2009-02-06 2021-11-10 On-chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and flow cytometer using same
US8951474B2 (en) 2009-02-06 2015-02-10 On-Chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and flow cytometer using same
US11002660B2 (en) 2009-02-06 2021-05-11 On-Chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and flow cytometer using same
WO2010090279A1 (en) 2009-02-06 2010-08-12 株式会社オンチップ・バイオテクノロジーズ Disposable chip-type flow cell and flow cytometer using same
US9945769B2 (en) 2009-02-06 2018-04-17 On-Chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and flow cytometer using same
US9588036B2 (en) 2009-02-17 2017-03-07 Sony Corporation Microchip for sorting micro particles and cartridge including same
US20140346047A1 (en) * 2009-02-17 2014-11-27 Sony Corporation Apparatus and microchip for sorting micro particles
USRE48827E1 (en) 2009-02-17 2021-11-23 Sony Corporation Microchip for sorting micro particles and cartridge including same
US8795500B2 (en) * 2009-02-17 2014-08-05 Sony Corporation Apparatus and microchip for sorting micro particles
US9207160B2 (en) * 2009-02-17 2015-12-08 Sony Corporation Apparatus and microchip for sorting micro particles
US20110284378A1 (en) * 2009-02-17 2011-11-24 Sony Corporation Apparatus and microchip for sorting micro particles
US20100328664A1 (en) * 2009-06-30 2010-12-30 Microbix Biosystems Inc. Method and apparatus for limiting effects of refraction in cytometry
US8665439B2 (en) 2009-06-30 2014-03-04 Microbix Biosystems, Inc. Method and apparatus for limiting effects of refraction in cytometry
US20130027686A1 (en) * 2009-10-07 2013-01-31 Balluch Bruno Analysis Device and Method
US20110145777A1 (en) * 2009-12-15 2011-06-16 Sundar Iyer Intelligent memory system compiler
US20120097582A1 (en) * 2009-12-25 2012-04-26 Furukawa Electric Co., Ltd. Sample identification/sorting apparatus and sample identification/sorting method
US9435728B2 (en) * 2009-12-25 2016-09-06 Furukawa Electric Co., Ltd. Sample identification/sorting apparatus and sample identification/sorting method
US10101261B2 (en) 2010-01-15 2018-10-16 On-Chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and cell sorter using the same
EP4191227A1 (en) 2010-01-15 2023-06-07 On-chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and flow cytometer using the same
EP3671180A1 (en) 2010-01-15 2020-06-24 On-chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and flow cytometer using the same
US10724938B2 (en) 2010-01-15 2020-07-28 On-Chip Biotechnologies Co., Ltd. Disposable chip-type flow cell and cell sorter using the same
WO2011086990A1 (en) 2010-01-15 2011-07-21 株式会社オンチップ・バイオテクノロジーズ Disposable chip flow cell and cell sorter using same
US9541475B2 (en) * 2010-10-29 2017-01-10 The University Of British Columbia Methods and apparatus for detecting particles entrained in fluids
US20130213115A1 (en) * 2010-10-29 2013-08-22 The University Of British Columbia Methods and apparatus for detecting particles entrained in fluids
US9222886B2 (en) 2010-12-27 2015-12-29 Abbott Molecular Inc. Quantitating high titer samples by digital PCR
EP3181704A1 (en) 2010-12-27 2017-06-21 Abbott Molecular Inc. Quantitating high titer samples by digital pcr
US10774376B2 (en) 2010-12-27 2020-09-15 Abbott Molecular Inc. Quantitating high titer samples by digital PCR
EP3839064A1 (en) 2010-12-27 2021-06-23 Abbott Molecular Inc. Systems for quantitating high titer samples by digital pcr
FR2970334A1 (en) * 2011-01-07 2012-07-13 Horiba Abx Sas DEVICE FOR INSPECTING A BIOLOGICAL FLUID
US9140645B2 (en) * 2011-02-04 2015-09-22 Horiba Abx Sas Device and method for multiparametric measurements of microparticles in a fluid
US20130308122A1 (en) * 2011-02-04 2013-11-21 Horiba Abx Sas Device and method for multiparametric measurements of microparticles in a fluid
US10465163B2 (en) 2011-02-15 2019-11-05 Microbix Biosystems Inc. Methods, systems, and apparatus for performing flow cytometry
US9556416B2 (en) 2011-02-15 2017-01-31 Microbix Biosystems Inc. Methods, systems and apparatus for performing flow cytometry
US20140069850A1 (en) * 2011-09-16 2014-03-13 University Of North Carolina At Charlotte Methods and devices for optical sorting of microspheres based on their resonant optical properties
US9242248B2 (en) * 2011-09-16 2016-01-26 The University Of North Carolina At Charlotte Methods and devices for optical sorting of microspheres based on their resonant optical properties
US9841367B2 (en) 2011-09-16 2017-12-12 The University Of North Carolina At Charlotte Methods and devices for optical sorting of microspheres based on their resonant optical properties
WO2013096137A1 (en) 2011-12-20 2013-06-27 Becton, Dickinson And Company System and method to improve yield of sorted particles
EP2795290A4 (en) * 2011-12-20 2015-10-07 Becton Dickinson Co System and method to improve yield of sorted particles
CN103998915A (en) * 2011-12-20 2014-08-20 贝克顿·迪金森公司 System and method to improve yield of sorted particles
US9347933B2 (en) 2011-12-20 2016-05-24 Becton, Dickinson And Company System and method to improve yield of sorted particles
US10052632B2 (en) 2011-12-30 2018-08-21 Abbott Molecular Inc. Channels with cross-sectional thermal gradients
US9222115B2 (en) 2011-12-30 2015-12-29 Abbott Molecular, Inc. Channels with cross-sectional thermal gradients
US10132735B2 (en) 2012-03-30 2018-11-20 Sony Corporation Microparticle sorting device and method of optimizing fluid stream therein
US11193874B2 (en) 2012-03-30 2021-12-07 Sony Corporation Micro-particle sorting apparatus and method of determining a trajectory of an ejected stream carrying micro-particles
JP2014095595A (en) * 2012-11-08 2014-05-22 Sony Corp Fine particle fraction collector and fine particle fraction collecting method
US11313784B2 (en) 2013-01-28 2022-04-26 Sony Corporation Microparticle sorting device, and method and program for sorting microparticles
US10241025B2 (en) 2013-01-28 2019-03-26 Sony Corporation Microparticle sorting device, and method and program for sorting microparticles
US20140261757A1 (en) * 2013-03-13 2014-09-18 Sony Corporation Flow channel device, particle sorting apparatus, particle outflow method, and particle sorting method
US9429276B2 (en) * 2013-03-13 2016-08-30 Sony Corporation Flow channel device, particle sorting apparatus, particle outflow method, and particle sorting method
US11519842B2 (en) 2013-03-15 2022-12-06 Particles Plus, Inc. Multiple particle sensors in a particle counter
US11579072B2 (en) 2013-03-15 2023-02-14 Particles Plus, Inc. Personal air quality monitoring system
US11913869B2 (en) 2013-03-15 2024-02-27 Particles Plus, Inc. Personal air quality monitoring system
US11169077B2 (en) 2013-03-15 2021-11-09 Particles Plus, Inc. Personal air quality monitoring system
US10983040B2 (en) 2013-03-15 2021-04-20 Particles Plus, Inc. Particle counter with integrated bootloader
US11512691B2 (en) 2013-07-16 2022-11-29 Abs Global, Inc. Microfluidic chip
US11187224B2 (en) 2013-07-16 2021-11-30 Abs Global, Inc. Microfluidic chip
US10309891B2 (en) 2013-10-16 2019-06-04 Sony Corporation Particle sorting apparatus, particle sorting method, and program
US9857286B2 (en) 2013-10-17 2018-01-02 Sony Corporation Particle fractionation apparatus, particle fractionation method and particle fractionation program
WO2015056431A1 (en) * 2013-10-17 2015-04-23 Sony Corporation Particle fractionation apparatus, particle fractionation method and particle fractionation program
US11639888B2 (en) 2013-10-30 2023-05-02 Abs Global, Inc. Microfluidic system and method with focused energy apparatus
US11796449B2 (en) 2013-10-30 2023-10-24 Abs Global, Inc. Microfluidic system and method with focused energy apparatus
US10928298B2 (en) 2013-10-30 2021-02-23 Abs Global, Inc. Microfluidic system and method with focused energy apparatus
US11415503B2 (en) 2013-10-30 2022-08-16 Abs Global, Inc. Microfluidic system and method with focused energy apparatus
US9588100B2 (en) 2013-10-30 2017-03-07 Premium Genetics (Uk) Ltd Microfluidic system and method with focused energy apparatus
US10309892B2 (en) 2014-02-13 2019-06-04 Sony Corporation Particle sorting device, particle sorting method, program, and particle sorting system
US11119030B2 (en) 2014-02-13 2021-09-14 Sony Corporation Particle sorting device, particle sorting method, program, and particle sorting system
US8820538B1 (en) 2014-03-17 2014-09-02 Namocell LLC Method and apparatus for particle sorting
US9702808B2 (en) 2014-03-17 2017-07-11 Namocell Inc. Method and apparatus for bulk microparticle sorting using a microfluidic channel
EP4268959A2 (en) 2014-03-17 2023-11-01 Namocell Inc. Method and apparatus for particle sorting
US11846581B2 (en) 2014-04-30 2023-12-19 Particles Plus, Inc. Instrument networking for optical particle counters
US11841313B2 (en) 2014-04-30 2023-12-12 Particles Plus, Inc. Power management for optical particle counters
US11835443B2 (en) 2014-04-30 2023-12-05 Particles Plus, Inc. Real time monitoring of particle count data
US10718703B2 (en) 2014-04-30 2020-07-21 Particles Plus, Inc. Particle counter with advanced features
AU2015282588B2 (en) * 2014-06-30 2020-04-30 Arteion Flow cytometry assembly and system, analysing device comprising such a cytometry assembly and assembly comprising such a cytometry system
CN106796170A (en) * 2014-06-30 2017-05-31 阿尔泰恩公司 Flow cytometer and cell device, the analytical equipment including such cell device and the device including such cell instrument
WO2016001522A1 (en) * 2014-06-30 2016-01-07 Alain Rousseau-Techniques & Innovations (Arteion) Flow cytometry assembly and system, analysing device comprising such a cytometry assembly and assembly comprising such a cytometry system
FR3022998A1 (en) * 2014-06-30 2016-01-01 Alain Rousseau Tech & Innovations Arteion SYSTEM AND ASSEMBLY FOR FLOW CYTOMETRY, ANALYSIS DEVICE COMPRISING SUCH A CYTOMETRY ASSEMBLY AND ASSEMBLY COMPRISING SUCH A CYTOMETRY SYSTEM
US10267722B2 (en) 2014-06-30 2019-04-23 Arteion Flow cytometry assembly and system, analyzing device comprising such a cytometry assembly and assembly comprising such a cytometry system
US10386287B2 (en) 2014-09-05 2019-08-20 Sony Corporation Droplet sorting device, droplet sorting method and program
US10876952B2 (en) 2014-09-05 2020-12-29 Sony Corporation Droplet sorting device, droplet sorting method and program
US10723497B2 (en) * 2014-11-03 2020-07-28 Vanrx Pharmasystems Inc. Apparatus and method for monitoring and controlling the filling of a container with a pharmaceutical fluid in an aseptic environment
US11320361B2 (en) 2015-02-19 2022-05-03 1087 Systems, Inc. Scanning infrared measurement system
US11674882B2 (en) 2015-02-19 2023-06-13 1087 Systems, Inc. Scanning infrared measurement system
CN107532990A (en) * 2015-05-12 2018-01-02 芯片生物技术株式会社 Single particle analytic method and the system for the parsing
US11725179B2 (en) 2015-05-12 2023-08-15 On-Chip Biotechnologies Co., Ltd. Single-particle analysis method, and system for performing said analysis
CN107532990B (en) * 2015-05-12 2021-11-12 芯片生物技术株式会社 Single particle analysis method and system for the same
US11204309B2 (en) 2015-10-19 2021-12-21 Sony Corporation Image processing device, fine particle sorting device, and image processing method
US10605714B2 (en) 2015-10-19 2020-03-31 Sony Corporation Image processing device, fine particle sorting device, and image processing method
DE102016115891A1 (en) 2016-08-26 2018-03-01 Krones Aktiengesellschaft Filling plant for filling a container with a filling product
CN109641733A (en) * 2016-08-26 2019-04-16 克罗内斯股份公司 For the stuffing apparatus with filling product filling container
WO2018052137A1 (en) 2016-09-16 2018-03-22 株式会社オンチップ・バイオテクノロジーズ Fine particle dispensing device, fine particle analysis device, reaction detection device, and method using said devices
WO2018191069A1 (en) * 2017-04-11 2018-10-18 Sony Corporation Microparticle sorting apparatus and delay time determination method
US10466158B2 (en) 2017-04-11 2019-11-05 Sony Corporation Microparticle sorting apparatus and delay time determination method
US11331670B2 (en) 2018-05-23 2022-05-17 Abs Global, Inc. Systems and methods for particle focusing in microchannels
US11889830B2 (en) 2019-04-18 2024-02-06 Abs Global, Inc. System and process for continuous addition of cryoprotectant
US11307132B2 (en) * 2019-06-26 2022-04-19 Life Technologies Corporation Integrated biocontainment cell sorter
US11808689B2 (en) 2019-06-26 2023-11-07 Life Technologies Corporation Integrated biocontainment cell sorter
US11628439B2 (en) 2020-01-13 2023-04-18 Abs Global, Inc. Single-sheath microfluidic chip
WO2021262191A1 (en) * 2020-06-26 2021-12-30 Hewlett-Packard Development Company, L.P. Target particle ejection from recirculating fluid ejection channels

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CA971913A (en) 1975-07-29

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