The separation of target cells from a biological fluid (such as blood, urine, saliva) is an important area of development, with applications in both the clinical diagnostic and the basic research fields. For a number of applications, separation is performed by applying differential forces to the positive fraction (cells of interest) as compared to the negative fraction (background cells). Devices have been described where various physical properties, is size, motility, electric charge, electric dipole moment, optical qualities, and magnetic susceptibility have been used to separate specific cells or molecules from these mixtures. Another approach has been to separate cells based on binding of specific surface markers. For example surfaces of microfluidic channels have been patterned with a variety of antigen molecules; a subset of the cell population then interacts with the surface and gets immobilized by binding the surface antigen. Another approach taken has to selectively bind beads of a paramagnetic material to the cells of interest, typically via a surface marker present at the cell membrane. The positive fraction is then separated by bringing the labeled cells into a region of increased magnetic field gradient by either placing a magnet close to the cell suspension or microfluidic channel, or by using an external magnet in order to magnetize structures that have be incorporated in the microscale device and amplify the field gradient in an adjacent region of space. Various macroscale and microscale devices have been presented that are aimed at separation of magnetically labeled species.
An example method includes coupling beads to a population of target cells based on antibody binding in a fluid sample to foam target cell-bead aggregates having a larger size than a population of non-target cells in the fluid sample. The method also includes separating the target cell-bead aggregates from the non-target cells based on a size difference between the target cell-bead aggregates and the non-target cells.
Another example method includes coupling magnetic beads to a population of cells in a fluid sample to form magnetically-labeled cells, wherein certain of the magnetically-labeled cells are target cells and others of the magnetically-labeled cells are non-target cells. The method further includes magnetically separating the magnetically-labeled cells from non-magnetically-labeled cells in the fluid sample. The method also includes separating the target cells from the non-target cells of the magnetically-labeled cells based on a size difference between the magnetically-labeled target cell-bead aggregates and the magnetically-labeled non-target cells.
An example microfluidic device includes an input, an output, and a fluidic pathway extending between the input and the output. The fluidic pathway traverses a magnetic isolation region and a size-based isolation region. The magnetic isolation region includes a magnet positioned to separate magnetically-labeled cells from non-magnetically labeled cells in the magnetic isolation region. The size-based isolation region is downstream of the magnetic isolation region and includes a separator configured to separate cells less than a threshold size from cells greater than a threshold size. The threshold size is greater than a size of some magnetically-labeled non-target cells but less than a size of some magnetically-labeled target cells. In some examples, the threshold size is greater than a size of a majority of magnetically-labeled non-target cells but less than a size of a majority of magnetically-labeled target cells.
This summary is provided to aid understanding, and one of skill in the art will understand that each of the various aspects and features of the disclosure may advantageously be used separately in some instances, or in combination with other aspects and features of the disclosure in other instances. Accordingly, while the disclosure is presented in terms of examples, it should be appreciated that individual aspects of any example can be claimed separately or in combination with aspects and features of that example or any other example.
All publications and patent applications mentioned in this specification are herein incorporated by reference in their entirety and for any purpose to the same extent as if each individual publication or patent application was specifically and individually indicated to be incorporated by reference.
A better understanding of the features and advantages of example methods, systems, and compositions may be obtained by reference to the following detailed description that sets forth illustrative embodiments, in which the principles of methods, compositions, devices and apparatuses are utilized, and the accompanying drawings of which:
Examples described herein include methods of separating target cells, such as rare circulating tumor cells, from a liquid sample, such as a liquid biopsy, and using said cells to determine a molecular profile for a patient, such as a cancer patient. Example systems and methods are also described for the separation of biological material selectively bound to beads using size-based separation in combination with other methods, in particular immunomagnetic separation. A number of advantageous device designs and methods are described whereby the target species is separated from the non-target species. Some example methods utilize combinations of one or more of the following forces and cell properties: the size of the bead and cell complex, target cell size, or target cell mechanical properties, magnetic forces, and the size of the bound beads. The designs are adapted for the labeling, separation, enumeration, and recovery of target cells from a negative background with high purity and high recovery rate, including purities that are high enough to enable effective analysis via next generation sequencing. Examples may also include a mechanism by which molecular information resulting from the analysis of enriched tumor cells in a liquid biopsy is used as a diagnostic in improving treatment decisions for cancer patients.
Examples described herein relate to improved systems for the separation of cells from fluid samples, such as biological fluids. Some embodiments include bead dependent size based separation, whereby the apparent size of cells is increased via the specific binding of beads to target cells, but not other non-target (e.g. background) cells. The cell size may be further amplified by binding a second bead type to the first bead type (which is already bound to target cells). The quality of separation in terms of rapture efficiency, percent purity, and percent recovery may be increased by rising a combination of modalities to enable separation of the biological material. Some examples include a combination of magnetic separation and size based separation, whereby apparent cell size is increased by the presence of beads that are specifically bound to target cells. Some examples include a removable substrate which may facilitate recovery of cells whereby the cells can be extracted from the device, such as from a separation chamber. Example systems presented also have the ability to characterize cells via molecular analysis methods including qPCR, sequencing, digital PCR, and/or expression profiling. The high cell purity which may be obtained by combining size based separation with immunomagnetic separation makes possible in sonic examples the routine analysis of tumor cells from liquid biopsies via next generation sequencing (NGS). The proposed diagnostic methods may also be used in lieu of tissue biopsy-based molecular diagnostics in some examples, such as where obtaining a biopsy is difficult or impossible, or to aid therapy selection in patients that are about to start a new course of therapy.
A number of devices and methods have been previously presented for the separation of cells or other biological materials of interest from a heterogeneous mixture. Further, a number of potential uses have been presented, especially related to the analysis of rare circulating tumor cells (CTCs) from cancer patients in order to predict prognosis and assess treatment efficacy for cancer patients. Both macroscopic and micro-scale devices have been envisioned, and a number of particle properties used to enable separation of a positive fraction of cells from a larger population. A variety of cell properties have been used to separate populations, including: fluorescence, cell binding to a substrate, magnetic properties, cell binding to magnetic beads/magnetic forces, inertial properties coupled with acoustic waves, optical and electrical properties of the cells. Previously presented systems still may fall short for a number of applications, especially where the positive fraction represents a very small percentage (<0.1%) of the total population. The previously presented approaches referenced have a number of drawbacks which may be addressed, in whole or in part, by examples described herein. Drawbacks of conventional systems and advantages of systems described herein are presented by way of example and to facilitate understanding of aspects of examples described herein. The description of drawbacks and advantages is not intended to be limiting—it is to be understood that not every example described herein may address all, or even any, of the drawbacks of conventional systems, and not every example described herein may have all, or even any, of the described advantages. Disadvantages noted in conventional systems are as follows:
1. Low capture efficiency. For example, a number of cells are lost during either the transfer steps, along a flow path, or eluted downstream along with the negative fraction of the sample. Some examples from the conventional systems include: Macroscopic systems where different parts of the cell sample experience very different forces because of the geometry. Microscale flow systems where cells are bound to the channel wall, which required that the cells of interest come into intimate contact with channel wall; this requirement leads to a number of cells not binding to the functionalized walls and being eluted downstream along with the negative fraction.
2. Low purity. For a number of downstream analysis modalities, in particular next generation sequencing (NGS) it is important to present a highly concentrated sample of the positive fraction cells, without contaminating negative fraction cells. This is an especially challenging parameter to optimize for samples where the positive fraction represents a very small percentage of the overall sample, such as below 1/1000 or below 1/10E6 cells. Macroscopic systems, for example, cannot apply a constant separation force in the separation region, resulting in the inclusion of negative cells in the separated sample. One example are systems where both sedimentation and magnetic forces results in pulling sample cells to the bottom of a receptacle, in which case there is a non-zero probability of negative fraction cells being pulled out of a flow stream. For immunomagnetic separation, a small fraction of the magnetic beads will bind non-specifically to background cells that are not part of the target population, leading to the presence of a significant contaminating fraction, especially when the negative fraction population is much higher with respect to the positive fraction. Low purity samples preclude a number of desirable molecular analysis modalities, including next generation sequencing.
3. Inability to recover the positive fraction for molecular analysis. Systems that separate cells by binding the positive fraction to the flow channel walls, for example, cannot remove the bound cells easily for downstream analysis. Either cell lysis or a harsh elution step are required if cell recovery is desired. This decreases purity, reduces availability of viable positive fraction cells, decreases the final density of cells in the recovered samples, and increases the complexity of device operation.
4. Inability to recover viable cells. For example, in systems such as sorting flow cytometers, high flow velocities are required, whereby shear forces significantly impact the viability of separated cells. Other systems require the use of either fixed cells or a lysis huller to elute the, cell contents. In both cases, the recovered cells are no longer viable, complicating protein analysis and eliminating the option of performing mRNA based analyses that require viable cells and negating the ability to subsequently culture separated cells off-chip. In addition, for certain classes of cells such as CTCs the positive fraction cells are the only ones that divide in a short time scale; therefore, cell culture will naturally lead to a much higher purity sample and enable proteomic work.
5. Inability of the user to customize the capture methodology. The data from separations and analysis of the positive fraction cells may be useful in modifying or improving the capture criteria; therefore it is important for the user to have the ability of customizing the surface marker (or set of markers) used to capture positive fraction cells and other aspects of the capture methodology. For a number of previously presented systems, the capture methodology is fixed by the device manufacturer (for example capture onto solid substrates). Further, for systems where intrinsic physical properties of the cells determine the capture force (e.g. Sedimentation based capture, optical traps, acoustic focusing, electrophoretic phenomena, etc.) such forces cannot be tuned by the user to fit the need application—for example, for size-based separation (filtering) cell sizes have a natural distribution, including an overlap between different cell subpopulations. The proposed immunomagnetic separation, or combination of immunomagnetic separation with other separation modalities addresses this issue by allowing custom panels of markers to be used for bead-based separation.
6. Long run times. For various reasons (cell viability, cell settling, workflow considerations, etc.) it is important that the separation reaction be completed w/in a reasonable period of time, preferably under 1 hour, and more preferable under 15 min. For a lot of the existing systems, the full separation protocol lasts significantly longer. For example, some proposed microfluidic systems necessitate passing a full blood sample (7.5 ml) through a microscale channel of small dimensions (<1 mm). Therefore, processing the entire blood sample often takes >1 h. Examples described herein may reduce the required time dramatically.
7. Processes not amenable to automation. A number of systems currently under development are not compatible with standard fluid handling equipment, and, in other cases, don't have the ability to run multiple samples in parallel. Finally, the throughput and sample to sample contamination are important issues limiting overall throughput of separation reactions. Examples described herein provide a system where the fluid path is fully disposable (e.g. little or no cross-contamination sample to sample), can run multiple samples in parallel, and uses a. standard consumable format compatible w/existing fluid handling. equipment. Approaches that share pipetting steps, for example, always have a potential for cross contamination.
8. Large fluid volumes/large dilution for the separated fraction. Another important consideration is the volume of fluid per cell in the positive sample post separation. For certain analysis modalities, such as genotyping via PCR, it is important that the, cells are separated into a low fluid volume. However, for flow-through separation methods like FACS (fluorescence activated cell sorting), it is very difficult to separate the cells of interest into volumes below a few μL per cell. For low cell numbers in a large background, the total volume of the positive fraction is often in the mL range. The example devices and methods described herein make possible the separation of cells into a few μL for all positive fraction cells, or down to 0.01 μL per well for 100 separated cells.
Examples described herein may address one or more of the above disadvantages through novel device designs, methods, and systems.
Example methods are provided which may be used for the separation of a sub-population of cells from a larger mixture based on bead-activated size exclusion. A set of functionalized beads are mixed with the whole population, causing selective binding to the target population, providing said target population expresses a known surface marker. If further size amplification is desired, a second set of beads that bind the first bead type may be added to the mixture, binding to beads that are already decorating target cells. After the bead coupling step, size-based separation using a separator device such as, but not limited to, a filter or a microfluidic element is performed. The target sub-population is retained based on the combined size of bound beads and cells, in a process termed bead-activated size exclusion. A sample workflow using this method is presented in
A particularly compelling workflow may combine orthogonal separation modalities like magnetic separation and size-based separation. A first separation is performed using magnetic forces based on magnetic bead binding to the target cell population. The resulting enriched population is subjected to a second size based separation using a separator, such as a microfluidic device, a filter substrate, or other separation mechanism, resulting in tumor cells at high purity. Cells may then be analyzed via molecular profiling. (See, e.g.
Example systems are provided for the separation of a cell sub-population (e.g. a rare cell population) from a larger mixed sample of cells in suspension, the system may include: functionalized beads that bind an antigen specifically expressed by the target population (thereby increasing the apparent cell size), and a size-based separation device. Said system may also contain: a separation chamber, a magnetic field source, and functionalized magnetic beads that bind an antigen specifically expressed by the target population (thereby increasing the apparent cell size). The general mode of operation of such a proposed system may include one or more of the following steps:
1. The functionalized beads are selectively bound to a sub-population of cells expressing the antigen of interest (or a collection of antigens of interest). This step can either be done on or off-chip, and precautions should be taken to minimize non-specific binding of beads to negative fraction cells. When the beads bind to the target cells, the distribution of apparent cell sizes changes, such that target cells form a population with a higher apparent size as compared to the background (non-target) population.
2. Cells are separated based on overall apparent size, which is a combination of inherent cell size and the size of bound beads. Size-based separation can be performed using either a filter membrane type setup, or a microfluidic channel designed to separate cells based on size. Example microfluidic channels may contain obstacles (see, e.g.,
3. Optionally, immunomagnetic separation may be performed on the same starting cell population. Immunomagnetic separation may be performed either before or after size-based separation. The same beads used for size-enhancement may be used for magnetic separation, or a different population of magnetic beads may be used (see, e.g.
4. Separated cells are then analyzed using one or more analysis modalities including: imaging, via a microscope or other device, measuring fluorescent signals from the separated cells, FISH, performing genetic analysis via PCR, rt-PCR, array-based or bead-based sequencing protocols, RNA or DNA analysis, expression analysis, proteomic analysis. Optionally, additional sample preparation steps are performed before the final analysis steps, which may include: removing negative fraction cells, segregating and analysis of single cells separately, cell lysis, and/or culturing of viable separated cells either on or off-chip.
5. Preferred analysis methods include next generation sequencing (NGS), enabled by the higher purity resulting from using 2 or more orthogonal selection criteria (e.g. size and magnetic force). NGS workflows may be augmented by an RNA based assay to determine the presence of CTCs in the isolated sample (e.g.
6. Data resulting from the analysis of said cells can be used diagnostically in a number of ways, including: patient monitoring for minimal residual disease or recurrence, selection of treatment based on known resistance mutations or known sensitizing mutations, a companion diagnostic to newly introduced drug compounds, selection of treatment based on expression profiles that correlate with response to therapy.
Referring to
In
With continued reference to
In some embodiments, the non-magnetically-labeled cells are not immobilized by the magnet and flow toward a separator 510 disposed downstream of the immobilized magnetically-labeled cells (see
With continued reference to
Accordingly, example separators 210, 510, 610 generally capture the magnetically-labeled target cells on an upstream side of the separator 210, 510610. To remove the magnetically-labeled target cells from the upstream side of the separator 210, 510, 610, the direction of fluid flow Q through the separator may be reversed to flow the magnetically-labeled target cells toward an inlet of the microfluidic device to a location where the cells may be removed from the microfluidic device. The captured magnetically-labeled target cells may be sequenced, as described more fully in other portions of this application.
Referring to
With reference to
With continued reference to
In this example the use of bead-assisted size based separation may provide important improvements over size-based separation alone. Let's suppose we were trying to separate two cell populations (
The addition of beads of diameter dY to the mixed population will result in preferential binding of the beads to cells expressing marker A, and an increase in the apparent size of cells that are part of the target population (see.
The cells thus obtained (e.g., retained by the filter) may be used for a number of genetic DNA-based, RNA-base or protein based testing to aid in patient treatment decisions.
A second example exemplifies integration of the magnetic separation and size-based separation in a microfluidic device (see
This may be followed by size-based separation, whereby a large number of cells in population B are allowed to flow through in the microfluidic device (e.g. either steps or posts or branched/curved channels) while a vast majority of cells A are retained, along with the bound beads. Separation may be obtained via either size exclusion (see
The cells thus obtained may be used for a number of tests based on either DNA, RNA or protein (or a combination thereof) to aid in patient treatment decisions.
This example provides for a modification of the mechanism of achieving both magnetic bead-based and size-based separation of cell populations. Let's suppose again that the sample presents a mix of the target cell population A and the background cell population B. Cells are pre-labeled with beads that provide a size enhancement and/or magnetic moment in the presence of a field, and preferentially bind cells belonging to population A. Here, cells are introduced into a microfluidic device incorporating a separation chamber.
The positive fraction is immobilized on a substrate in the separation chamber; so only one outlet may be required to receive the negative cell fraction and wash buffer. A magnetic field, source is placed in the vicinity of the separation chamber (see e.g.
The cells thus obtained may be used for a number of genetic DNA-based, RNA-base or protein based testing to aid in patient treatment decisions.
In this example, the isolated rare cell sample is used in order to better determine the course of patient cancer treatment. DNA and RNA may be isolated from the resulting purified cell sample in order to determine the likelihood that the patient will respond to a particular type of therapy, the advantages conferred by a particular therapy type, or the presence of tumor material in the blood stream, and for the risk that said patient's disease will progress. The cells may be purified (e.g. collected using the size and/or magnetic-based methods described herein). DNA and/or RNA from the collected cells may be analyzed to develop or change a course of treatment. For example DNA may be analyzed through next generation sequencing (NGS) methods in order to determine the presence of somatic mutations or alterations such as copy number variations or rearrangements. The methods presented using magnetic- and size-based separation may enable higher purity for circulating tumor cells, which is needed for NGS. The presence of known somatic mutations may be used to determine efficacy of directed therapies, either alone or in conjunction with other biomarkers, such as tumor biopsy data. (See
In cases where no somatic mutations are detected, expression data for tumor cell markers may be used to determine if tumor cells were isolated from the blood sample and tumor-derived present in the final sample; one or more of the following RNA based markers may be used for this purpose: cytokeratin, Ep-CAM, HER2, EGFR, Survivin, hTERT, CK-7, TTF-1, TSA-9, Pre-proGRP, HSFIB1, UCHL1, MUC-1. The presence of tumor cells may be determined by calculating a ‘tumor score’ that includes multiplying the expression level of one or more markers with an individual coefficient and comparison of the tumor score with a pre-determined threshold. For example, a tumor score may be calculated according to the following formula: Score=(expression gene 1)*coefficient 1+(expression gene 2)*coeff. 2+ . . . +(expression gene n) & coefficient n. If the Score is greater than the tumor threshold, the presence of CTCs is confirmed. (See, e.g.
In this example the abundance of mRNA copies of a number of specified genes (gene panel) is used to make a treatment decision (see
For lung cancer, a combination of the following markers may be used: BIRC5, hTERT, TTF-1, FN1, PGP9.5, TSA-9 (FAM83A), Pre-proGRP, hMTH1(NUDT1), SP-D, ITGA11, COL11A1, LCK, RND3, WNT3a, ERBB3, BAG1, BRCA1, CDC6, CDK2AP1, FUT3, IL11, SH3BGR, EGFR, c-Met, MAGE-A3, CK-19, CK-20, CK-7, EpCAM, CD45
For prostate cancer, a combination of the following markers may be used: CK-19, CK-20, CK-7, EpCAM, CD45, EGFR, PSMA, PSA, AR, HPN, HK2, PSGR, MGB1, MGB2, AZGP1, KLK2, SRD5A2, FAM13C, FLNC, GSN TPM2, GSTM2, TPX2.
The patient risk of progression and/or prognosis may be determined by calculating a ‘tumor score’ that includes multiplying the expression level of one or more markers with an individual coefficient and comparison of the tumor score with a pre-determined threshold. For example, a tumor score may be calculated according to the following formula: Score=(expression gene 1)*coefficient 1+(expression gene 2)*coeff. 2+ . . . +(expression gene n)*coefficient n. Risk is then assessed based on the overall score.
Further, the patient's benefit from a particular systemic treatment (e.g. chemotherapy) or localized treatment (e.g. surgery) may be assessed by calculating a ‘tumor score’ that includes multiplying the expression level of one or more markers with an individual coefficient and comparison of the tumor score with a pre-determined threshold. For example, a tumor score may be calculated according to the following formula: Score=(expression gene 1)*coefficient 1+(expression gene 2)*coefficient 2+ . . . (expression gene n)* coefficient n. Depending on the results, the patient may be assigned a particular adjuvant therapy, or the timeline of localized treatment may be determined.
Rare cell expression profiles may be used as a stand alone test, or in conjunction with tissue based test results or other biomarkers, such as PSA score.
The above examples detail some of the preferred embodiments of the invention. A number of combinations or variations of the above can be envisioned as well, depending on the application requirements. The foregoing discussion has been presented for purposes of illustration and description and is not intended to limit the disclosure to the form or forms disclosed herein. For example, various features of the disclosure are grouped together in one or more aspects, embodiments, or configurations for the purpose of streamlining the disclosure. However, it should be understood that various features of the certain aspects, embodiments, or configurations of the disclosure may he combined in alternate aspects, embodiments, or configurations. Moreover, the following claims are hereby incorporated into this Detailed Description by this reference, with each claim standing on its own as a separate embodiment of the present disclosure.
This application claims the benefit of the earlier filing date of U.S. Provisional Application No. 61/993,43 filed May 15, 2014, and entitled “MULTIPARAMETRIC METHODS AND SYSTEMS FOR CELL SEPARATION INCLUDING DIAGNOSTIC APPLICATIONS”, which application is hereby incorporated by reference in its entirety for any purpose.
Filing Document | Filing Date | Country | Kind |
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PCT/US15/31217 | 5/15/2015 | WO | 00 |
Number | Date | Country | |
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61993431 | May 2014 | US |