Method and apparatus for the identification and handling of particles
10648897 · 2020-05-12
Assignee
Inventors
Cpc classification
G01N15/149
PHYSICS
G01N2015/1402
PHYSICS
International classification
G01N15/00
PHYSICS
Abstract
The methods herein can allow for the optimised selection and isolation, within a respective population, of elements of interest and/or utility for a series of subsequent operations. A method can include the phases of: a) identifying, for each particle, at least one of a plurality of characteristic parameters; b) selecting the particles of interest, comparing for each of these the at least one parameter with a respective reference parameter. It can furthermore include the phases of c) storing, for each of the particles, the at least one parameter identified; d) processing the value of a function of the stored parameter, associating the function with a criterion for selection of the particles of interest chosen from a group of possible selection criteria; e) establishing for each particle a threshold criterion to be used as reference parameter. The threshold criterion is established on a time by time basis according to the result of the above processing.
Claims
1. An apparatus for identification and handling of particles of interest within a population of particles, comprising: a microfluidic device for containing the population of particles, the microfluidic device comprising a plurality of individually controllable sites for separating selected particles of interest from the population of particles, handling only the selected particles of interest; a detection device, comprising one or more sensors internal and/or external to the microfluidic device, for scanning the whole microfluidic device and identifying, for each particle of said population of particles in the microfluidic device, at least one parameter from a set of characteristic parameters of said particles of interest; and a computer device for selecting from among said population of particles in the microfluidic device the particles of interest by comparing for each particle of said population of particles said at least one parameter with a respective threshold criterion, the computer device comprising: a storage device for storage of said at least one parameter identified for each particle of said population of particles when scanning the whole microfluidic device; and one or more processors configured for: (i) determining a value of at least one merit function of said at least one stored parameter for each particle of said population of particles, (ii) processing the value of at least one merit function of said at least one stored parameter for each particle of said population of particles to establish a distribution of the value of the merit function within the population of particles, (iii) combining said at least one merit function with a selection criterion of said particles of interest, said selection criterion being chosen from a group of possible selection criteria on the basis of the distribution of the value of the at least one merit function within the population of particles, (iv) establishing for each particle of said population of particles said threshold criterion, said threshold criterion being established on a case-by-case basis based on the combination of the at least one merit function with the chosen selection criterion, and (v) controlling the plurality of individually controllable sites to separate the selected particles of interest from the population of particles.
2. The apparatus as claimed in claim 1, wherein the computer device further comprises a graphical interface for refining the selection of said particles.
3. The apparatus as claimed in claim 1, wherein said one or more sensors of the detection device comprises a microscope equipped with a camera and movable horizontal surface positioned below said camera.
4. The apparatus as claimed in claim 3, wherein said movable horizontal surface comprises a housing designed to house the microfluidic device which contains, in use, said population of particles in suspension in a liquid.
5. The apparatus as claimed in claim 4, wherein said horizontal surface can be moved on a substantially horizontal plane XY and vertically along the Z axis to permit the acquisition, via said detection device, of images of the entire surface of said microfluidic device containing the population of particles.
6. The apparatus as claimed in claim 5, wherein on the basis of said images acquired of the entire microfluidic device, the images of each particle of the population of particles detected are stored on the storage device.
7. The apparatus as claimed in claim 6, wherein the storage device implements a database and said particle images acquired are stored in the database.
8. The apparatus as claimed in claim 7, wherein said images are acquired by scanning the population of particles in one or more light channels at different wavelengths and said database stores the images of each particle of the population of particles respectively acquired in the one or more light channels at distinct wavelengths.
9. The apparatus as claimed in claim 6, wherein the computer device further comprises a graphical display for display of the images of each particle stored.
10. The apparatus as claimed in claim 1, characterised in that said one or more processors are further configured for classifying each particle of the population of particles on the basis of the at least one parameter identified for each particle of the population of particles.
11. The apparatus as claimed in claim 1, further comprising a control unit connected to the detection device and configured to focus the detection device on a selected particle of interest.
12. The apparatus as claimed in claim 10, characterised in that said one or more processors are configured to classify each particle of said population of particles on the basis of dimension and a plurality of morphological parameters of each particle.
13. The apparatus as claimed in claim 10, wherein the one or more processors are configured to classify each particle of said population of particles according to measurement of the fluorescence light intensity within the perimeter of each particle.
14. The apparatus as claimed in claim 1, characterised in that one or more sensors of said detection device are suitable for detecting at least one parameter selected from the group consisting of: a. morphology; b. optical properties; c. bio-electric properties; d. bio-chemical properties; e. mechanical properties; f. expression of surface antigens; g. expression of intra-cytoplasmatic antigens; h. dielectric properties; and combinations of the same.
15. The apparatus as claimed in claim 1, characterised in that said detection device is configured to detect said at least one parameter for each of said particles in suspension in the microfluidic device containing the population of particles or, selectively, only for a subset of particles selected and moved from a starting arrangement to a transfer arrangement.
16. The apparatus as claimed in claim 15, characterised in that said processor is configured to compare the at least one parameter detected and stored for the particles of said subset in their starting arrangement with respective parameters detected and stored for the same particles of said subset in their transfer arrangement.
17. The apparatus as claimed in claim 1, further comprising a graphical interface for displaying the distribution of the value of the at least one merit function to a user.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) Further advantages and characteristics of the present invention will become evident from the following description of a preferred embodiment, provided purely by way of non-limiting example and with reference to the figures of the accompanying drawings, in which:
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BEST MODE FOR CARRYING OUT THE INVENTION
(12) The system 1 for optimised particle selection illustrated in
(13) The horizontal surface 3 is equipped with nano-stepper motors with extreme positioning accuracy (3 mm) on the X-Y plane and is sustained by a support (not illustrated), equipped with nano-stepper motors with extreme positioning accuracy (0.01 mm), mounted in a sliding manner on a vertical slide connected to the microscope frame to permit exact definition of the focus on the Z axis.
(14) The optical system 4 comprises an illuminator (not illustrated), a set of fluorescence filters (not illustrated) and a movable optical unit 5 which comprises a CCD Camera (Orca ER Hamamatsu) 6 with 16001200 mega-pixel resolution and a revolver turret 7, equipped with several lenses with different magnifying powers, which can rotate to position the chosen lens above the motorised surface 3.
(15) The illuminator and the filter system defining the epifluorescence system comprise a broad spectrum white light source, a first filter block (FITC block) with an excitation filter 460-495 nm (blue), emission filter 515-550 nm (green) and dichroic mirror at 505 nm, and a second filter block for bright-field illumination and are fixed to the frame of the microscope 2.
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(17) The upper wall 13 of the handling chamber, with substantially parallelepiped shape and square base, is transparent, made of polycarbonate and has four apertures 14,15,16,17, two of which 14,15 are positioned in the loading chamber and two 16,17 in the recovery chamber, which are suitable for connecting the internal chamber with the outside.
(18) The base wall of the internal chamber is provided with an array or grid of dielectrophoresis electrodes which constitute the surface of the chip 8, each of which can be individually controlled to create dielectrophoresis cages able to handle individual particles inside the grid. According to one aspect of the method according to the invention, the particles are handled after each of them have been captured in a specific site of a plurality of sites made available by activation of the electrodes constituting the surface of the chip 8. Analogously to the physical structure of the chip 8, the sites in which the particles are captured are also arranged inside the handling device according to an array.
(19) It should be noted that the chip 8 is provided with two different and distinct chambers (11,12), hydraulically connected and delimited on at least one face of the base wall of the chip. Alternatively it is possible to provide separate chips, hydraulically connected to each other.
(20) The chip 8 furthermore comprises a printed circuit to which the handling chamber is glued, in which the electronic circuits for separately controlling the individual electrodes of the array and a set of contacts heading the electronic circuits are defined.
(21) The chip 8 constitutes a microfluidic device for the handling of particles, or preferably cells, which can advantageously be used as a disposable device.
(22) In use, when one of the apertures 14 (16) of the loading chamber 11 is used by an operator to deposit a sample (in a substantially liquid phase) in the internal chamber, the other aperture 16 (14) of the loading chamber 11 acts as a vent. In view of the reduced dimension of the communication channel between the loading chamber 11 and the recovery chamber 12, an air/water meniscus forms in the channel which prevents the sample from penetrating the recovery channel. Subsequently the recovery chamber 12 is filled with a buffer solution which prevents the particles present in the sample solution from penetrating the recovery chamber 12.
(23) Once the sample has been deposited in the chip 8, the device is placed on the motorised surface 3 and positioned by means of screws (not illustrated) in a suitable housing 19 obtained in the motorised surface.
(24) Said housing 19 comprises the connectors (not illustrated) to which the control system of the dielectrophoresis electrodes is connected; during use the coupling between the contacts of the handling chip 8 and the connectors present in the horizontal motorised surface 3 permits the control of each dielectrophoresis electrode.
(25) In order to recover the cells of interest present in the sample solution, a path P is defined in the base wall of the internal chamber of the chip 8, consisting of a set of dielectrophoresis electrodes. Said path defines an outlet which extends through the communication channel 18 to transport cells of interest from an initial point P1 of the loading chamber 11 to a final point P2 of the recovery chamber 12. By activating in succession the dielectrophoresis electrodes present in the path P in the direction of the recovery chamber 12, the cells of interest are moved from the sample solution to the buffer solution, in which they are immersed and then recovered.
(26) As illustrated in
(27) It should be noted that the external control unit 20 can comprise an industrial computer of known type connected by means of an Ethernet network (preferably operating according to the TCP/IP protocol) to the external units or alternatively can comprise one or more external units provided by means of dedicated electronics, connected to one another by Ethernet network (preferably operating according to the TCP/IP protocol).
(28) Furthermore, the system 1 for optimised particle selection comprises one or more user interface devices 24 (of which only one is shown in the figure) also called HMI (Human Machine Interface) devices. Each HMI device 24 comprises a computer of known type provided with a screen (not illustrated in
(29) Further computers 30, 31, 32, which can be arranged in local or remote configuration, can be connected to the HMI device 24 via an Ethernet network (preferably operating according to the TCP/IP protocol). For example a computer 30 is an industrial or office computer, located in a laboratory or in any case in a space reserved for laboratory analyses, a computer 31 is an office computer and is located in the same building as the laboratory, a computer 32 is an office computer and is located at a considerable distance from the laboratory. The computers 30 and 31 are connected to the HMI device 24 solely via an Ethernet/Intranet type network, while the computers 32 are connected to the HMI device 24 via the Internet. It should be noted that the computers located at a considerable distance from the laboratory are able to display the same data as the computer located in the laboratory.
(30) The HMI device 24 comprises a first communication device 25 which dialogues (i.e. exchanges data in a bidirectional manner) with the control unit of the system for optimised particle selection, a storage device 26 which also implements a database (for example SQL, SQL Light etc.), and a second communication device 27 which dialogues (i.e. exchanges data in a bidirectional manner) with the user. The first communication device 25 provides the access protocol to the data of the control unit and implements the control commands of each different peripheral device present, for example motorised stage 3, movable optical unit 5, camera 6.
(31) The second communication device 27 provides the real graphic user interface.
(32) The two communication devices dialogue mainly with each other only indirectly, i.e. they dialogue with each other via the storage device 26; in other words, barring specific commands with which the user controls specific devices, the first communication device 25 reads/writes data in the storage device 26 and at the same time the second communication device 27 reads/writes data in the storage device 26 in an essentially random manner (i.e. when the operator decides to use the user interface).
(33) The first communication device 25, the second communication device 27 and the storage device 26 are usually provided by respective programs (software) which constitute as a whole a particle handling program (software). In particular, the program (software) which provides the second communication device 27 constitutes the graphic user interface and provides image processing means via which the parameters p1 . . . pn characteristic of each particle are extracted. Analogously, the program (software) which provides the second communication device 27 provides more generically means for processing of at least one function of the parameters detected. Furthermore, the same program (software) that provides the second device 27 constitutes means for selection of particles, and means for establishing a selection criterion to be used as a reference parameter for making said selection.
(34) Said programs are usually resident in the computer forming part of the HMI device 24 but alternatively can be resident in other computers positioned locally or remotely and exchange data via the Intranet and/or Internet networks.
(35) In use, the entire surface of the chip is scanned and a number of images are acquired and stored in an area 28 of the storage device (15 partially, superimposed images for each line totalling 20 lines) permitting accurate assessment of the chip content with an appropriate degree of definition. The images stored are processed by means of graphic editing which allows identification of the cells present and, for each cell identified, storage of the characteristic data of each cell, i.e. the parameters p1 . . . pn, in the storage device in an area 29 implementing a database SQL.
(36) It should be noted that alternatively or parallel to scanning of the entire surface of the chip by means of an external sensor such as the camera, it is possible to use sensors (not illustrated) inside the chip to detect the characteristic data of each cell. As described in WO2007/049103, the content of which is understood to be incorporated here for the parts necessary for simple reference, it is possible for example for the surface of the chip 8 to comprise both dielectrophoresis electrodes and optical (or impedenziometric) sensors able to detect the parameters p1 . . . pn characteristic of each cell.
(37) It should furthermore be noted that the handling of each cell can be successfully performed by means of handling techniques alternative to dielectrophoresis (for example optophoresis trapping, electrowetting on dielectricEWOD), on condition that the cells are handled in microfluidic devices, each one having been captured in a generic site of a plurality of sites that can be individually controlled.
(38) By way of non-limiting example, a preferential embodiment of the method according to the present invention will now be described, following the flow chart shown in
(39) To start (block 100), the experiment to be carried out is identified by collecting information concerning the operator and the sample to be analysed. The system then performs in automatic mode (block 110) a series of operations to verify correct connection and/or configuration and/or calibration of the control unit 20 in relation to the devices constituting the microscope 2, thus guaranteeing correct operation during the experiment. A preliminary check is generally scheduled (block 120) in order to ensure that no contaminants are present on the surface of the chip 8, and more particularly along the path P of the outlet. If this check identifies the presence of contaminants, the experiment is interrupted (block 130) whereas if the result is negative, the sample is deposited (block 140). Verification of the absence of contaminants is repeated at this point (block 150) to exclude the possibility of introduction of other undesired substances onto the surface of the chip together with the sample to be analysed. In the case of contamination, the operator can obviously recover the sample previously deposited so that it can be re-used in another experiment.
(40) Having completed this check, the actual analysis phase can be initiated. The entire surface of the chip is scanned (block 160) in automatic mode and by means of an appropriate graphic editing process, a set of characteristic data of each particle, i.e. the parameters p1 . . . pn, are identified and stored in the database (or also storage means).
(41) Having acquired the images of the entire surface of the chip and stored the characteristic parameters of each particle, the operator can establish a criterion for selection of the particles of interest after acquiring information on the entire sample (block 170) (the selection criterion can for example be the choice of particles with a certain morphology, the choice of the brightest particles or the choice of rare particles with certain characteristics). In particular, the selection criterion is established on the basis of the result of processing of the data acquired for each particle.
(42) At a practical level, the graphic interface shows the operator a screenshot (
(43) For said purpose, the method according to the invention can also comprise a phase of marking the particles (or cells, in this case) in suspension with at least one marker which can be detected by means of one of said sensors inside and/or outside the chip. For each of the cells, the coordinates which define their arrangement with respect to the surface of the chip 8 are furthermore stored and shown.
(44) Via a further screenshot (
(45) Said lower or upper threshold values and/or said intervals of interest (for example corresponding to a portion of interest of the function of the parameters p.sub.i processed and associated with the selection criterion, or to a portion of the distribution of the value of said function within the population of particles, and therefore between a lower threshold value and an upper threshold value) constitute a threshold criterion with which the value of the function of the parameters p.sub.i is compared in order to perform selection of the particles of interest.
(46) Said threshold values can be chosen by the operator after assessing the properties of the cell sample as a whole, in particular on the basis of the value processed by the system of the functions of the parameters stored, or a procedure can be automatically implemented that identifies the particles responding to a certain selection criterion, which can vary from experiment to experiment, on the basis of the data collected for the entire population tested.
(47) It should be furthermore noted that, in the latter case, the operator can choose whether to implement the automatic selection procedure for the final selection or alternatively control the automatic selection proposal, refining it via manual checking of the results.
(48) It is important to underline that threshold values of the quantities of interest in the experiment are not established a priori; on the basis of the information relative to the entire sample obtained by means of the scanning, the selection criterion and consequently the relative threshold values are chosen in an adaptive manner, in order to identify and handle the cells that meet given requirements.
(49) Therefore, according to the method of the invention, it is possible to select the cells having the best characteristics overall for the subsequent use envisaged, i.e. those for which the value of an appropriate merit function defined on a time by time basis is optimised.
(50) In this way the user interface 27 constitutes means for selection of particles and, furthermore, means for establishing a threshold criterion to be used as a reference parameter for the selection.
(51) According to the subsequent destination of the cellsfor example use in further experimentsthe selection criterion can be modulated so as to obtain a sufficient number of cells that meet given requirements making them suitable for the following experimental step.
(52) Defining the thresholds of interest via the interface of
(53) The operator is assisted if necessary in positioning the cursors 34 in the histograms of
(54) By way of non-limiting example,
(55) After performing the selection within the particle population by means of the interface of
(56) The graphic user interface 27 also offers the operator a further means of control for refining the selection already made, consisting in the possibility of viewing each particle selected through the microscope eyepieces. By activating a control button (not illustrated), the particle selected is automatically positioned right below the microscope lens and this allows the operator to view the particle via the eyepieces.
(57) It should be noted that the particle selected is automatically positioned below the microscope lens since, when the control button is activated, the graphic user interface 27 communicates to the control unit 20 the coordinates of the particle of interest inside the grid of the chip 8 and the control unit 20 accurately moves the stage stored on the plane X-Y in order to align the particle (position inside the grid of the chip 8) with the microscope lens. If necessary, the control unit 20 automatically moves the motorised stage along the Z axis to focus the selected particle.
(58) At the end of said further control phase, the operator can decide whether the particle is of interest or if it should be considered an impurity.
(59) In this way the graphic user interface 27 constitutes means for selection of particles and, furthermore, control means for refining selection of the particles of interest. If the sensor is external to the microfluidic device and consists of a camera or even if the sensor is internal to the microfluidic device and consists of an optical sensor, the control means comprise means for displaying the images of each particle.
(60) The interface offers the operator further possibilities: it is possible to observe the arrangement on the surface of the chip of all the particles of the sample (
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(62) Having the completed this phase, having defined a selection criterion and having substantially performed an initial selection of the particles that meet said criterion, the next step in the procedure (block 190) involves control (if necessary even one by one) of the particles selected in the previous step, refining said selection if necessary.
(63) The operator can then confirm the selection of the particles made in the previous phase having analysed overall the entire population contained by the chip, verifying the correctness of his choice since he can analyse the specific characteristics of each individual cell in detail. The possibilities offered by the interface include that of ordering the particles according to the value of any one of the fields available, for example according to the increasing light intensity in the DAPI field in the case of cells, if the intention is to select the best cells for a series of subsequent experiments, or if the user wishes to select cells with light intensity values similar to one another in a specific channel.
(64) If the user is not satisfied with the choice already made, he can return (block 180) to the preceding phase so as to further refine the selection, if necessary varying the selection criterion previously established. If on the other hand the result of the selection is quantitatively and qualitatively satisfactory, the next step in the method is to proceed with a first transfer or routing phase (block 200), i.e. automated handling of the particles with the aim of transferring the particles selected from the position originally occupied on the surface of the chip to a position, also stored by the system, in the outlet for conveying the particles towards the recovery chamber 12. This constitutes the first part of the journey of the selected particles towards the recovery chamber. According to the specific geometry of the handling device used each time, one single central outlet can be provided, or the device can comprise several outlets in parallel in order to accelerate and facilitate the routing operation. Said operation separates the particles of interest previously selected, handling only these particles within the sample.
(65) At this point, the method schedules a further control step (block 220) on the outlet obtained by performing a new scan (block 210) to acquire the images of the outlet and the particles contained in it. On the basis of the information obtained from these images, the user will decide, from among all the particles selected in the first transfer phase, which particles/cells to discard (block 230) and which to extract from the chip and convey to the recovery chamber 12.
(66) Said further control phase is performed by comparing for each particle the photograph of the particle in its original position and in its position in the outlet in order to ensure that the first transfer phase has actually handled the selected particle, which may not arrive correctly at its destination in the outlet.
(67) As illustrated in
(68) This is followed by the second transfer phase or route-out phase (block 240), the aim of which is to convey all the particles selected and confirmed up to that moment to the recovery chamber. From said chamber, the particles can then be recovered (block 250) and if necessary used for further analysis phases, on external devices or also in situ.
(69) The system used to perform the optimised selection of the particles of interest, once the procedure has been completed, issues a report (block 260) containing the information relative to the analysis just performed.
Example 1
Elimination of Clusters
(70) One of the many potential applications of the method according to the present invention is elimination from a particle population of particles grouped to form clusters if their presence is not desired, for example in the case of subsequent use of single particles only. This occurs, for example, in the case of separation of living cells: if the operator wishes to perform a subsequent analysis on single cells, the presence of clusters in the sample could alter acquisition of the data or even the result of the test.
(71) In this case the operator can observe (
(72) Using the cursors relative to a subsequent screenshot of the interface (
(73) Having appropriately defined threshold values and utility intervals for the quantities examined, the operator selects the clusters present in the sample, checks, if necessary a posteriori, the correctness of his selection and can then remove the clusters from the sample, selectively maintaining inside the handling device the single particles, on which he can perform the analysis at a later stage inside said device.
Example 2
Prenatal Diagnosis
(74) For a variety of prenatal diagnosis protocols it is necessary to provide a concentration of a sample of maternal blood, selecting within it the fetal erythrocytes and then performing genetic analysis on them. For said purpose, it is substantially necessary to identify the cells with nucleus, of fetal and not maternal origin. This type of determination can be performed by marking the cells with one or more fluorescent markers, for example a first marker (DAPI) which binds to the nucleus of a cell and a second marker (FITC) which binds selectively to antigens of fetal and not maternal origin. By detecting the fluorescence intensity for the two markers, at two separate respective wavelengths, it is possible to identify the cells for which both markers are present. Since fluorescence detection could be subject to error if cells present phenomena of non-specific autofluorescencei.e. detectable at any wavelengthit is preferable to perform a third fluorescence detection at a third wavelength (TRITC) so as to determine which cells present said phenomenon and must therefore be excluded, since the detection of fluorescence in the DAPI and FITC channels would not in itself guarantee that the cells are fetal nucleated cells. In this sense, according to the method of the invention, a selection criterion is established for fetal nucleated cellssetting respective values or threshold intervals defined on the basis of processing of a function of the parameters measured and storedwhich in effect minimises the possibility of incorrect selections, i.e. the selection of false positives.
(75) Using the interface which implements the method according to the invention, the operator will associate with the coordinates of the particles on the surface of the handling device the value of a plurality of parameters identified during the scan, in addition to the images obtained at the various wavelengths considered, and the value of one or more merit functions calculated on the basis of the parameters identified. In particular (
(76) A first function is an index of the probability of the cell being a fetal nucleated cell (indicated fetal in
(77) The operator is therefore able to establish, on the basis of observation of the entire sample and in an adaptive manner, intervals of useful values of the fetal function and of the others previously described so as to select only the cells in which the criteria previously discussed have been ascertained.