Compositions and methods for passive optical barcoding for multiplexed assays
Hydrogel particles with tunable passive optical properties address the limitations of polystyrene beads by allowing high-dimensional multiplexed assays, enhancing assay performance and fluidic optimization in cytometric analysis.
Patent Information
- Application Number
- JP2022567081
- Authority / Receiving Office
- JP · JP
- Patent Type
- Patents
- Current Assignee / Owner
- Priority Date
- 2020-05-04
- Filing Date
- 2021-05-04
- Publication Date
- 2026-01-27
- Estimated Expiration
- 2041-05-04
AI Technical Summary
Existing flow cytometry and high-throughput cytometric analysis methods are limited by the fixed passive optical properties of polystyrene beads, which restrict the ability to distinguish between similarly sized particles and require additional fluorescent markers for multiplexing, leading to suboptimal assay performance and non-quantitative measurements.
Hydrogel particles with tunable passive optical properties are engineered to have unique FSC and SSC values without altering their size, allowing for multiplexed assays to be performed using only passive optical properties, enabling high-dimensional multiplexing in a single reaction.
The hydrogel particles facilitate high-dimensional multiplexed assays by providing an additional dimension of multiplexing beyond fluorescence, optimizing fluidic properties, and enabling separation and analysis of multiple targets using standard cytometric instruments without fluorescence detectors.
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Abstract
Description
[Technical Field]
[0001] CROSS-REFERENCE TO RELATED APPLICATIONS This application claims priority to and the benefit of U.S. Provisional Patent Application No. 63 / 019,478, filed May 4, 2020, entitled "Compositions and Methods for Passive Optical Barcoding for Multiplexed Assays," the disclosure of which is incorporated herein by reference in its entirety.
[0002] Field The present disclosure relates to optically barcoding beads by manipulating the passive optical properties of hydrogel polymers and uses thereof. [Background technology]
[0003] background Flow cytometry and high-throughput cytometric analysis (e.g., high-content imaging) are techniques that allow for the rapid separation, enumeration, and characterization of individual cells and are routinely used in clinical and research settings for a variety of applications. Cytometric devices are known in the art and include commercially available devices for performing flow cytometry and FACS, hematology, and high-content imaging. Summary of the Invention [Means for solving the problem]
[0004] Abstract In some embodiments, compositions include hydrogel particles with deliberately engineered or "tuned" passive optical properties (e.g., FSC and / or SSC) without altering the size (e.g., diameter) of the particles themselves. The engineered hydrogels can then be used to multiplex using the passive optical properties, optionally in combination with one or more additional properties (e.g., fluorescence), to perform multiplexed assays (e.g., chemical or biochemical) in a single reaction that can be deconvoluted based on the passive optical properties of the individual bead populations.
[0005] In some embodiments, a method for producing hydrogel particles includes forming droplets and polymerizing the droplets, with optional functionalization, resulting in hydrogel particles having substantially the same diameter but different associated predetermined optical properties (e.g., passive optical properties) that can be deconvoluted using cytometry instrumentation.
[0006] In some embodiments, a method is provided for multiplexed assays. The method includes using a population of multiple hydrogel particles having unique passive optical properties in an assay. Each hydrogel particle from the population of hydrogel particles has one or more unique associated biochemical targets. The population of multiple hydrogel particles is assayed, and the hydrogel particles and / or the biochemical targets are separated based on their passive optical properties. The results of the multiplexed assay are then determined based on the passive optical properties. The methods provided herein enable high-dimensional (>1) multiplexed assays to be performed in a single reaction, for example, using high-throughput cytometric measurements. In an embodiment of the present invention, for example, the following items are provided: (Item 1) A composition comprising a plurality of hydrogel particles, wherein each hydrogel particle from the plurality of hydrogel particles has substantially the same diameter, the plurality of hydrogel particles comprising a plurality of groups of hydrogel particles, each group of hydrogel particles from the plurality of groups of hydrogel particles having a different associated value for a passive optical property. (Item 2) Item 10. The composition of claim 1, wherein the passive optical property is forward scattering. (Item 3) Item 1, wherein the passive optical property is side scattering. (Item 4) Item 10. The composition of claim 1, wherein the plurality of hydrogel particles are contained in a mixture, and the mixture is configured to be demultiplexed using only passive optical properties. (Item 5) Item 10. The composition of claim 1, wherein the plurality of hydrogel particles are contained in a mixture, and the mixture is configured to be demultiplexed using (1) passive optical properties and (2) fluorescent properties. (Item 6) Item 10. The composition of claim 1, wherein the hydrogel particles from at least one group of hydrogel particles from the plurality of groups of hydrogel particles have a refractive index greater than about 1.15. (Item 7) Item 10. The composition of claim 1, wherein the hydrogel particles from at least one group of hydrogel particles from the plurality of groups of hydrogel particles have a refractive index greater than about 1.3. (Item 8) Item 10. The composition of claim 1, wherein the hydrogel particles from at least one group of hydrogel particles from the plurality of groups of hydrogel particles have a refractive index greater than about 1.7. (Item 9) Item 1, wherein each hydrogel particle from the plurality of hydrogel particles has a diameter of less than about 1000 μm. (Item 10) 8. The composition of claim 7, wherein each hydrogel particle from the plurality of hydrogel particles has a diameter of less than about 100 μm. (Item 11) 9. The composition of claim 8, wherein each hydrogel particle from the plurality of hydrogel particles has a diameter of less than about 10 μm. (Item 12) Item 10. The composition of claim 1, wherein the plurality of hydrogel particles comprises nanoparticles. (Item 13) Item 10. The composition of claim 1, wherein at least one hydrogel particle from the plurality of hydrogel particles is chemically functionalized. (Item 14) Item 10. The composition of claim 1, wherein at least one hydrogel particle from the plurality of hydrogel particles comprises a free amine group. (Item 15) Item 10. The composition of claim 1, wherein at least one hydrogel particle from the plurality of hydrogel particles comprises allylamine. (Item 16) Item 10. The composition of claim 1, wherein each hydrogel particle from the plurality of hydrogel particles is produced by polymerizing droplets. (Item 17) Item 10. The composition of claim 1, wherein the plurality of hydrogel particles is a substantially monodisperse population of hydrogel particles. (Item 18) 1. A method for performing a multiplexed assay, said method comprising: assaying the sample using the plurality of optically encoded hydrogel particles; deconvolving the plurality of hydrogel particles using a cell counting device and based on passive optical properties of the plurality of hydrogel particles; and determining multiple measurements for the sample from a single reaction; The method includes: (Item 19) 19. The method of claim 18, wherein each hydrogel particle from the plurality of hydrogel particles is functionalized with a different biochemical or chemical target from a set of targets. (Item 20) 20. The method of claim 18, wherein each hydrogel particle from the plurality of hydrogel particles is functionalized with at least one of an antigen, a protein, a small molecule, or an antibody. (Item 21) 19. The method of claim 18, wherein groups of hydrogel particles from the plurality of hydrogel particles have different associated values for the passive optical property. (Item 22) 22. The method of claim 21, wherein the passive optical property is forward scattering. (Item 23) 22. The method of claim 21, wherein the passive optical property is side scattering.
[0007] BRIEF DESCRIPTION OF THE DRAWINGS It should be understood that the drawings are primarily for illustrative purposes and are not intended to limit the scope of the subject matter described herein. [Brief explanation of the drawings]
[0008] [Figure 1] FIG. 1 is a flow diagram illustrating a method for preparing hydrogel particles, according to some embodiments.
[0009] [Figure 2] FIG. 2 is a flow diagram illustrating a method for performing biochemical multiplexing, according to some embodiments.
[0010] [Figure 3A] FIG. 3A is a diagram illustrating the optical properties (A) of cells and hydrogel particles of the present disclosure, according to some embodiments.
[0011] [Figure 3B] FIG. 3B is a diagram illustrating the optical properties (B, C) of polystyrene beads.
[0012] [Figure 4] FIG. 4 is a diagram showing variables that can be adjusted to encode specific forward and side scatter "barcodes" according to some embodiments.
[0013] [Figure 5] FIG. 5 is a diagram showing particle formation in a microfluidic channel, according to some embodiments.
[0014] [Figure 6] FIG. 6 is a diagram showing an encoding scheme used to create a population of similarly sized beads that can be demultiplexed using passive optical properties, according to some embodiments.
[0015] [Figure 7A] 7A-7B are plots showing that identically sized particles can be deconvoluted based on optical scattering properties. In contrast, these particles cannot be distinguished based on fluorescence or biochemical targeting alone. This figure demonstrates the ability to perform biochemical multiplexing and demultiplexing using passive optical properties as the primary deconvolution variable, according to some embodiments. [Figure 7B] 7A-7B are plots showing that identically sized particles can be deconvoluted based on optical scattering properties. In contrast, these particles cannot be distinguished based on fluorescence or biochemical targeting alone. This figure demonstrates the ability to perform biochemical multiplexing and demultiplexing using passive optical properties as the primary deconvolution variable, according to some embodiments.
[0016] [Figure 8] FIG. 8A is a plot of white blood cell counts for an exemplary population of lysed whole blood, and FIG. 8B is a plot of counts for hydrogel particles with tailored passive optical properties according to an example experiment as an excellent demonstration of optical tuning for biologically relevant target populations.
[0017] [Figure 9] 9A-9B are plots of side scattering and forward scattering, respectively, for hydrogel particles with tailored passive optical properties according to an example experiment, demonstrating that side scattering can be tailored independently of forward scattering.
[0018] [Figure 10]10A-10C are plots of side scattering versus forward scattering for a number of monomer:comonomer ratios, showing that forward scattering increases with negligible effect on side scattering according to the experimental example. DETAILED DESCRIPTION OF THE INVENTION
[0019] Detailed Description Flow cytometry and high-throughput cytometric analysis can also be used to assay beads (e.g., for biochemical measurements). In some such implementations, a light beam is directed at a focused stream of liquid containing the beads. Multiple detectors are then aimed at the point where the stream passes through the light beam, one detector along the beam (e.g., to detect forward scatter ("FSC")) and some detectors perpendicular to the beam (e.g., to detect side scatter ("SSC")). FSC and SSC measurements are typically referred to as "passive optical properties." For particles such as cells (e.g., human cells), FSC typically correlates with cell volume, while SSC typically correlates with the particle's internal complexity, or granularity (e.g., nuclear shape, the amount and type of cytoplasmic granules, or membrane roughness). As a result of these correlations, different specific cell types can exhibit different FSC and SSC, so that cell types can be distinguished from each other based on their passive optical properties in flow cytometry. These measurements - FSC and SSC - form the basis of cytometric analysis in clinical and research environments. Most synthetic or polymer products used in such cell analysis are made from (or essentially contain) polystyrene or latex - opaque polymers that generally have fixed FSC and SSC values based on the diameter of the particle itself. Thus, polystyrene particles of the same diameter generally cannot be distinguished from each other based on passive optical properties (FSC and SSC) alone.
[0020] To distinguish subpopulations of similarly sized polystyrene particles from each other, fluorophores can be added to the particles, enabling multiplexed (e.g., multicolor) assays. By combining different fluorophores at different concentrations into a single bead, unique identifiers can be created that allow the beads to be distinguished within a population of differentially stained beads. When combined with unique assay targets, fluorescently barcoded bead populations can thus facilitate the simultaneous assay of multiple targets (referred to herein as "biochemical multiplexing"). However, known products such as Luminex beads are limited to fluorescent multiplexing because, as noted above, they are made from polystyrene, which has fixed passive optical properties. In addition to the material limitations of existing products made from polystyrene, instruments used to measure such beads typically have a fixed and limited number of fluorescent detectors, which imposes limitations on the number of dimensions / targets that a fluorescent-driven multiplexing strategy can address. Modern biochemical assays would benefit from an additional dimension of multiplexing, but are limited by the availability of instrument detectors. Thus, a need exists for products that enable an additional and orthogonal dimension of multiplexing using passive optical properties. The embodiments presented herein address this need through passive optical barcoding of hydrogel substrates.
[0021] Some known products, such as LEGENDplex (BioLegend), use particles of various sizes to perform >1-plex assays. Although the populations of beads in such products may be distinguishable through their passive optical properties (LEGENDplex, BioLegend), they inherently have different surface areas, hydrodynamic, and biochemical properties (e.g., analyte concentrations) as a result of size differences, resulting in suboptimal assay performance and non-quantitative measurements.
[0022] overview Given the fluidic conditions present within flow cytometers and high-content imaging systems, particles used for biochemical assays or calibration typically fall within a restricted size range to avoid particle settling and associated fluidic clogging (which can occur with larger particles) and / or to avoid particles floating on the surface of liquid suspensions (which can occur with smaller particles, making effective sample collection difficult). This size restriction limits the range of forward scattering that polystyrene particles can induce. Unlike polystyrene particles, the hydrogel particles disclosed herein can exhibit a variety of different optical scattering properties while remaining of a fixed diameter, thereby facilitating the optimization of fluidic properties and the introduction of an additional dimension of multiplexing.
[0023] 1 is a flow diagram illustrating a method for preparing hydrogel particles, according to some embodiments. As shown in FIG. 1, method 100 includes droplet formation at 110 (e.g., to generate polydisperse or monodisperse droplets, as described herein). One or more surfactants are optionally added to the droplets at 112, and one or more comonomers are added to the droplets at 114. The droplets are then polymerized at 116 to form hydrogel particles, which are optionally subsequently functionalized at 118 (e.g., with one or more chemical side groups or fluorescent dyes, as discussed further below).
[0024] FIG. 2 is a flow diagram illustrating a method for performing biochemical multiplexing, according to some embodiments. As shown in FIG. 2, method 200 includes providing a plurality of engineered hydrogel particles at 220. Each engineered hydrogel particle from the plurality of engineered hydrogel particles has its own unique passive optical property. The engineered hydrogel particles may be transparent or translucent. At 222, an assay is prepared, including the engineered hydrogel particles and at least one biochemical target. At 224, one or more passive optical properties of the engineered hydrogel particles are measured. Based on these measurements, the engineered hydrogel particles and / or the at least one biochemical target may be separated at 226, and / or an assay result may be determined at 228.
[0025] FIG. 3A is a diagram illustrating the optical properties of cells and hydrogel particles of the present disclosure, according to some embodiments. As shown in FIG. 3A, the engineered hydrogels described herein are translucent, allowing their internal features (i.e., cellular complexity) to be resolved using a side scatter (SSC) detector. In contrast, FIG. 3B is a diagram illustrating the optical properties of polystyrene beads. In contrast to FIG. 3A, the polystyrene beads in FIG. 3B are opaque and have a fixed SSC that is determined by their diameter and is unaffected by (i.e., does not change based on) their internal features. Thus, polystyrene particles have limited usefulness in the two most important passive optical measurements used in flow cytometry: FSC and SSC, which measure target size and complexity, respectively. Due to these limitations of polystyrene, users must typically rely solely on fluorescence for multiplexed immunophenotyping experiments.
[0026] In some embodiments described herein, compositions include hydrogel particles engineered to have passive optical properties that can be distinguished from the optical properties of other particles (e.g., hydrogel particles) of the same diameter using only FSC and SSC. The inventors unexpectedly discovered that the optical properties of hydrogel particles can be independently adjusted by varying the composition of the hydrogel particles. For example, SSC can be adjusted without substantially affecting FSC, and vice versa (i.e., FSC can be adjusted without substantially affecting SSC). Furthermore, the optical properties (e.g., refractive index) of hydrogel particles can be tuned without having a substantial effect on the density or on the size of the particles themselves. This is a surprising and useful feature because these properties allow multiple particles of the same size to be "encoded" with a specific FSC / SSC ratio and subsequently deconvoluted using detectors such as those found in all cell counting instruments (including low-cost instruments without fluorescence measurement capabilities).
[0027] In some embodiments, the method of generating hydrogel particles results in hydrogel particles with predetermined optical properties. In some embodiments, the method of multiplexed assays involves using a plurality of hydrogel particles (or "populations" of hydrogel particles) with unique passive optical properties (each with a unique biochemical target) in an assay. One or more passive optical properties of the populations are measured, and the populations and / or the biochemical targets are separated based on the measured passive optical properties. The results of the multiplexed assay can be generated based on the measured passive optical properties. The foregoing procedures and the engineered properties of the hydrogel particles facilitate performing high-dimensional multiplexed assays in a single reaction and separating the hydrogel particles and / or the biochemical targets using high-throughput cytometric measurements.
[0028] hydrogel The hydrogel particles described herein include hydrogels. Hydrogels are materials containing a three-dimensional network of macromolecules that swell in the presence of water and shrink in the absence of water (or upon reduction of the amount of water), but are insoluble in water. Swelling, i.e., absorption of water, is the result of the presence of hydrophilic functional groups bound or dispersed within the polymer network. Crosslinks between adjacent macromolecules result in the water insolubility of these hydrogels. The crosslinks can be due to chemical bonds (i.e., covalent bonds) or physical bonds (i.e., van der Waals forces, hydrogen bonds, ionic forces, etc.). While some in the polymer industry may refer to the polymeric materials described herein as "xerogels" in the dry state and "hydrogels" in the hydrated state, for purposes of this disclosure, the term "hydrogel" refers to the polymeric materials whether dehydrated or hydrated. A particularly valuable hydrogel characteristic is that the material retains its approximate shape / form whether dehydrated or hydrated. Thus, if a hydrogel has an approximately spherical shape in the dehydrated condition, it will also be spherical in the moistened condition.
[0029] The hydrogels provided herein may contain greater than about 30%, greater than about 40%, greater than about 50%, greater than about 55%, greater than about 60%, greater than about 65%, greater than about 70%, greater than about 75%, greater than about 80%, or greater than about 85% water.
[0030] In some embodiments, synthetic hydrogels can be prepared by polymerizing monomeric materials ("hydrogel monomers") to form a backbone and crosslinking the backbone with a crosslinker. Suitable hydrogel monomers include, but are not limited to: lactic acid, glycolic acid, acrylic acid, 1-hydroxyethyl methacrylate, ethyl methacrylate, propylene glycol methacrylate, acrylamide, N-vinylpyrrolidone, methyl methacrylate, glycidyl methacrylate, glycol methacrylate, ethylene glycol, fumaric acid, and the like. Suitable crosslinkers include, but are not limited to, tetraethylene glycol dimethacrylate and N,N'-15 methylenebisacrylamide. In some embodiments, hydrogel particles are produced via the polymerization of acrylamide.
[0031] In some embodiments, the hydrogel comprises a mixture of at least one monofunctional monomer and at least one difunctional monomer.
[0032] The monofunctional monomer may be a monofunctional acrylic monomer. Non-limiting examples of monofunctional acrylic monomers include acrylamide, methacrylamide, N-alkylacrylamides (e.g., N-ethylacrylamide, N-isopropylacrylamide, or N-tert-butylacrylamide), N-alkylmethacrylamides (e.g., N-ethylmethacrylamide or N-isopropylmethacrylamide), N,N-dialkylacrylamides (e.g., N,N-dimethylacrylamide and N,N-diethylacrylamide), N-[(dialkylamino)alkyl]acrylamides (e.g., N-[3-dimethylamino)propyl]acrylamides, or N-[3-(diethylamino)propyl]acrylamide; N-[(dialkylamino)alkyl]methacrylamides (e.g., N-[3-dimethylamino)propyl]methacrylamide or N-[3-(diethylamino)propyl]methacrylamide); (dialkylamino)alkyl acrylates (e.g., 2-(dimethylamino)ethyl acrylate, 2-(dimethylamino)propyl acrylate, or 2-(diethylamino)ethyl acrylate); and (dialkylamino)alkyl methacrylates (e.g., 2-(dimethylamino)ethyl methacrylate).
[0033] A bifunctional monomer is any monomer that can be polymerized with a monofunctional monomer of the present disclosure to form a hydrogel as described herein that further comprises a second functional group that can participate in a second reaction (e.g., conjugation of a fluorophore).
[0034] In some embodiments, the difunctional monomer is selected from the group consisting of allyl alcohol, allyl isothiocyanate, allyl chloride, and allyl maleimide.
[0035] The difunctional monomer may be a difunctional acrylic monomer. Non-limiting examples of difunctional acrylic monomers are N,N'-methylenebisacrylamide, N,N'-methylenebismethacrylamide, N,N'-ethylenebisacrylamide, N,N'-ethylenebis-methacrylamide, N,N'-propylenebisacrylamide, and N,N'-(1,2-dihydroxyethylene)bisacrylamide.
[0036] Higher branched and linear comonomers can be substituted into the polymer mix to adjust the refractive index while maintaining polymer density, as described in U.S. Pat. No. 6,657,030, entitled "High Refractive Index Hydrogel Compositions for Ophthalmic Implants," the contents of which are incorporated herein by reference in their entirety for all purposes.
[0037] In some embodiments, the hydrogel comprises a molecule that modulates the optical properties of the hydrogel. Molecules that can alter the optical properties of the hydrogel are discussed further below.
[0038] Naturally occurring hydrogels useful in the embodiments provided herein include a variety of polysaccharides available or derived from natural sources (e.g., plants, algae, fungi, yeast, marine invertebrates, and arthropods). Non-limiting examples of polysaccharides suitable for use in the embodiments provided herein include, but are not limited to, agarose, dextran, chitin, cellulose-based compounds, starch, derivatized starch, and the like. Such polysaccharides may contain multiple repeating glucose units as the majority of the polysaccharide backbone.
[0039] Polymerization of the hydrogel can be initiated by a persulfate. The persulfate can be any water-soluble persulfate. Non-limiting examples of water-soluble persulfates are ammonium persulfate and alkali metal persulfates. Alkali metals include lithium, sodium, and potassium. In some preferred embodiments, the persulfate is ammonium persulfate or potassium persulfate.
[0040] Polymerization of the hydrogel can be accelerated by an accelerator. The accelerator can be a tertiary amine. The tertiary amine can be any water-soluble tertiary amine. Preferably, the tertiary amine is N,N,N',N'-tetramethylethylenediamine (TEMED) or 3-dimethylaminopropionitrile.
[0041] Figure 4 is a diagram showing variables that can be adjusted to encode specific passive optical (e.g., FSC and / or SSC) "barcodes" for / into hydrogel particle classifications, according to some embodiments. As shown in the top row (1) of Figure 4, adjusting the monomer / comonomer ratio and crosslink density can result in a change in the refractive index of the hydrogel particle (e.g., increasing from n to 2*n to 3*n as the monomer:comonomer ratio increases). The middle row (2) of Figure 4 shows that adjusting nanoparticle composition and concentration can adjust the SSC of the hydrogel particle (e.g., increasing the nanoparticle concentration increases the SSC), and the bottom row (3) of Figure 4 shows that functionalizing hydrogel particles with chemical side chains can result in precise stoichiometric ratios of secondary labels (e.g., fluorophores, proteins, antigens, antibodies) on the hydrogel particle. This feature allows the quantitative mean fluorescence intensity (MFI) to be controlled on the particle (a unique feature of the particles described herein).
[0042] FIG. 5 is a diagram showing particle formation in an oil-filled microfluidic channel, according to some embodiments.
[0043] Hydrogel particles In some embodiments, hydrogel particles comprise a hydrogel and are produced by polymerizing droplets (see the discussion of "Droplet Formation" in connection with FIG. 5). Microfluidic methods for producing multiple droplets (including fluid and hardened droplets) may include one or more of the methods described in U.S. Patent Application Publication No. 2011 / 0218123, entitled "Creation of Libraries of Droplets and Related Species," and U.S. Patent No. 7,294,503, entitled "Microfabricated Crossflow Devices and Methods," the contents of each of which are incorporated herein by reference in their entirety for all purposes. Such methods provide for the production of multiple droplets, each droplet from the multiple droplets comprising a first fluid substantially surrounded by a second fluid, where the first and second fluids are substantially immiscible (e.g., a droplet comprising an aqueous-based liquid is substantially surrounded by an oil-based liquid). In other embodiments, particles may be produced via precipitation polymerization or membrane emulsification.
[0044] A plurality of fluidic droplets (e.g., prepared using a microfluidic device) may be polydisperse (e.g., having a range of sizes), or in some cases, the fluidic droplets may be monodisperse or substantially monodisperse (e.g., having a uniform distribution of diameters), e.g., such that no more than about 10%, about 5%, about 3%, about 1%, about 0.03%, or about 0.01% of the droplets have an average diameter greater than about 10%, about 5%, about 3%, about 1%, about 0.03%, or about 0.01% of the average diameter. The average diameter of a population of droplets, as used herein, refers to the arithmetic mean of the diameters of the droplets.
[0045] In some embodiments, the population of hydrogel particles comprises a plurality of hydrogel particles, and said population of hydrogel particles is substantially monodisperse.
[0046] The term "microfluidic" refers to a device, apparatus, or system containing at least one fluid channel having a cross-sectional dimension of less than 1 mm and a ratio of length to the largest cross-sectional dimension perpendicular to the channel of at least about 3:1. Microfluidic devices containing microfluidic channels are particularly well suited for preparing monodisperse droplets. Cross-flow membrane emulsification and precipitation polymerization are other suitable methods for producing monodisperse droplets.
[0047] Non-limiting examples of microfluidic systems that may be used with the present invention include those described in U.S. Patent Application Publication No. 2006 / 0163385 ("Forming and Control of Fluidic Species"), U.S. Patent Application Publication No. 2005 / 0172476 ("Method and Apparatus for Fluid Dispersion"), U.S. Patent Application Publication No. 2007 / 000342 ("Electronic Control of Fluidic Species"), International Patent Application Publication No. WO 2006 / 096571 ("Method and Apparatus for Forming Multiple Emulsions"), U.S. Patent Application Publication No. 2007 / 0054119 ("Systems and Methods of Forming Particles"), International Patent Application Publication No. WO 2008 / 121342 ("Emulsions and Techniques for Formation"), and International Patent Application Publication No. WO 2006 / 078841 ("Systems and Methods for Forming Fluidic Droplets Encapsulated in Particles Such as Colloidal Particles" (the entire contents of each of which are incorporated herein by reference in their entirety for all purposes).
[0048] Droplet size can be related to microfluidic channel size, pore size (in the case of membrane emulsification), and / or flow rate. The microfluidic channel can be any of a variety of sizes (e.g., having a maximum dimension perpendicular to fluid flow of less than about 5 mm, less than about 2 mm, or less than about 1 mm, or less than about 500 μm, less than about 200 μm, less than about 100 μm, less than about 60 μm, less than about 50 μm, less than about 40 μm, less than about 30 μm, less than about 25 μm, less than about 10 μm, less than about 3 μm, less than about 1 μm, less than about 300 nm, less than about 100 nm, less than about 30 nm, or less than about 10 nm).
[0049] Droplet size can be adjusted by adjusting the relative flow rates, in some embodiments, the diameter of the droplets is equal to or within about 10%, 15%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 100% of the width of the channel.
[0050] In some embodiments, the dimensions of the hydrogel particles are substantially similar to the dimensions of the droplets from which the hydrogel is formed. For example, in some such embodiments, the hydrogel particles have a diameter of less than about 1 μm, less than about 2 μm, less than about 5 μm, less than about 10 μm, less than about 15 μm, less than about 20 μm, less than about 25 μm, less than about 30 μm, less than about 35 μm, less than about 40 μm, less than about 45 μm, less than about 50 μm, less than about 60 μm, less than about 70 μm, less than about 80 μm, less than about 90 μm, less than about 100 μm, less than about 120 μm, less than about 150 μm, less than about 200 μm, less than about 250 μm, less than about 300 μm, less than about 350 μm, less than about 400 μm, less than about 450 μm, less than about 500 μm, less than about 600 μm, less than about 800 μm, or less than 1000 μm. In some embodiments, the hydrogel particles have a diameter greater than about 1 μm, greater than about 2 μm, greater than about 5 μm, greater than about 10 μm, greater than about 15 μm, greater than about 20 μm, greater than about 25 μm, greater than about 30 μm, greater than about 35 μm, greater than about 40 μm, greater than about 45 μm, greater than about 50 μm, greater than about 60 μm, greater than about 70 μm, greater than about 80 μm, greater than about 90 μm, greater than about 100 μm, greater than about 120 μm, greater than about 150 μm, greater than about 200 μm, greater than about 250 μm, greater than about 300 μm, greater than about 350 μm, greater than about 400 μm, greater than about 450 μm, greater than about 500 μm, greater than about 600 μm, greater than about 800 μm, or greater than 1000 μm. In an exemplary embodiment, the hydrogel particles have a diameter in the range of 5 μm to 100 μm.
[0051] In some embodiments, one or more hydrogel particles are spherical in shape.
[0052] In some embodiments, one or more hydrogel particles have material modulus properties (e.g., elasticity) that closely resemble the corresponding material modulus properties of a target cell (e.g., a human target cell) compared to the corresponding material modulus properties of a polystyrene bead having the same diameter as the hydrogel particle.
[0053] In some embodiments, one or more hydrogel particles do not comprise agarose.
[0054] Optical properties Passive Optical Properties The three primary modes of deconvolution in flow cytometry are the two passive optical properties of particles (forward scatter, FSC, which corresponds to refractive index, or RI; and side scatter, SSC), and biomarkers present on the surface of a given cell type (which are typically measured via fluorescence). The compositions presented herein, which allow these properties to be rationally manipulated, allow for assay multiplexing, or measuring more than one target (e.g., cells, molecules, biochemical targets, etc.) at once through deconvolution.
[0055] In some embodiments, the refractive index (RI) of one or more hydrogel particles is greater than about 1.10, greater than about 1.15, greater than about 1.20, greater than about 1.25, greater than about 1.30, greater than about 1.35, greater than about 1.40, greater than about 1.45, greater than about 1.50, greater than about 1.55, greater than about 1.60, greater than about 1.65, greater than about 1.70, greater than about 1.75, greater than about 1.80, greater than about 1.85, greater than about 1.90, greater than about 1.95, greater than about 2.00, greater than about 2.10, greater than about 2.20, greater than about 2.30, greater than about 2.40, greater than about 2.50, greater than about 2.60, greater than about 2.70, greater than about 2.80, or greater than about 2.90.
[0056] In some embodiments, the RI of one or more hydrogel particles is less than about 1.10, less than about 1.15, less than about 1.20, less than about 1.25, less than about 1.30, less than about 1.35, less than about 1.40, less than about 1.45, less than about 1.50, less than about 1.55, less than about 1.60, less than about 1.65, less than about 1.70, less than about 1.75, less than about 1.80, less than about 1.85, less than about 1.90, less than about 1.95, less than about 2.00, less than about 2.10, less than about 2.20, less than about 2.30, less than about 2.40, less than about 2.50, less than about 2.60, less than about 2.70, less than about 2.80, or less than about 2.90.
[0057] In some embodiments, the SSC of one or more hydrogel particles can be any value within the full range of possible values as measured by a cytometry device.
[0058] In some embodiments, the FSC of one or more hydrogel particles can be any value within the full range of possible values as measured by a cytometry device.
[0059] In some embodiments, the FSC of one or more hydrogel particles can be adjusted by incorporating high refractive index molecules into the hydrogel. Preferred high refractive index molecules include, but are not limited to, colloidal silica, alkyl acrylates, and alkyl methacrylates. Thus, in some embodiments, one or more hydrogel particles comprise alkyl acrylates and / or alkyl methacrylates. The alkyl acrylates or alkyl methacrylates can contain 1 to 18, 1 to 8, or 2 to 8 carbon atoms in the alkyl group (e.g., methyl, ethyl, n-propyl, isopropyl, n-butyl, isobutyl, or tert-butyl, 2-ethylhexyl, heptyl, or octyl groups). The alkyl group can be branched or linear. The high refractive index molecules can also include vinyl arenes (e.g., styrene and methylstyrene) optionally substituted on the aromatic ring with alkyl groups (e.g., methyl, ethyl, or tert-butyl) or halogens (e.g., chlorostyrene).
[0060] In some embodiments, the FSC of one or more hydrogel particles is adjusted by adjusting the water content present during hydrogel formation. In other embodiments, the FSC of one or more hydrogel particles is adjusted by adjusting the crosslink density of the hydrogel. Alternatively or additionally, the FSC of one or more hydrogel particles may be related to particle volume and therefore adjusted by varying particle diameter, as described herein.
[0061] In some embodiments, the SSC of one or more hydrogel particles can be manipulated by encapsulating nanoparticles within the hydrogel. In some embodiments, the hydrogel particles comprise one or more types of nanoparticles, e.g., selected from the group consisting of polymethyl methacrylate (PMMA) nanoparticles, polystyrene (PS) nanoparticles, and silica nanoparticles.
[0062] Functionalization of hydrogel particles In some embodiments, in addition to having specific and engineered passive optical properties, the hydrogel particles described herein can be functionalized, allowing them to mimic the fluorescent properties of labeled cells. In some embodiments, the hydrogel particles include bifunctional monomers, and functionalization of the hydrogel particles occurs via the bifunctional monomers. In some embodiments, the functionalized hydrogel particles include free amine groups. In other embodiments, the hydrogels can be functionalized with proteins or peptides (including, but not limited to, antibodies), allowing for secondary labeling using reagents.
[0063] The hydrogel particles can be functionalized with any fluorescent dye, including any of the fluorescent dyes listed in The MolecularProbes® Handbook—A Guide to Fluorescent Probes and Labeling Technologies, the contents of which are incorporated herein by reference in their entirety for all purposes. Functionalization can be mediated by compounds containing free amine groups (e.g., allylamine), which can be incorporated into the hydrogel particles during the formation process.
[0064] Non-limiting examples of suitable fluorescent dyes include: 6-carboxy-4',5'-dichloro-2',7'-dimethoxyfluorescein succinimidyl ester; 5-(and-6)-carboxyeosin; 5-carboxyfluorescein; 6-carboxyfluorescein; 5-(and-6)-carboxyfluorescein; 5-carboxyfluorescein-bis-(5-carboxymethoxy-2-nitrobenzyl)ether, -alanine-carboxamide, or succinimidyl ester; 5-carboxyfluorescein succinimidyl ester; 6-carboxyfluorescein succinimidyl ester; 5-(and-6)-carboxyfluorescein fluorescein succinimidyl ester; 5-(4,6-dichlorotriazinyl)aminofluorescein; 2',7'-difluorofluorescein; eosin-5-isothiocyanate; erythrosine-5-isothiocyanate; 6-(fluorescein-5-carboxamido)hexanoic acid or succinimidyl ester; 6-(fluorescein-5-(and -6)-carboxamido)hexanoic acid or succinimidyl ester; fluorescein-5-EX succinimidyl ester; fluorescein-5-isothiocyanate; fluorescein-6-isothiocyanate; OregonGreen® 488 carboxylic acid or succinimidyl ester; Oregon Green® 488 isothiocyanate; Oregon Green® 488-X succinimidyl ester; Oregon Green® 500 carboxylic acid; Oregon Green® 500 carboxylic acid, succinimidyl ester, or triethylammonium salt; Oregon Green® 514 carboxylic acid; Oregon Green® 514 carboxylic acid or succinimidyl ester; Rhodamine Green™ carboxylic acid, succinimidyl ester, or hydrochloride; Rhodamine Green™ carboxylic acid, trifluoroacetamide, or succinimidyl ester; Rhodamine Green™-X succinimidyl ester or hydrochloride;RhodolGreen™ carboxylic acid, N,0-bis-(trifluoroacetyl) or succinimidyl ester; bis-(4-carboxypiperidinyl)sulfone rhodamine or di(succinimidyl ester); 5-(and-6) carboxynaphthofluorescein, 5-(and-6) carboxynaphthofluorescein succinimidyl ester; 5-carboxyrhodamine 6G hydrochloride; 6-carboxyrhodamine 6G hydrochloride, 5-carboxyrhodamine 6G succinimidyl ester; 6-carboxyrhodamine 6G succinimidyl ester; 5-(and-6)-carboxyrhodamine 6G succinimidyl ester; 5-carboxy-2',4',5',7'-tetrabromosulfone fluorescein succinimidyl ester or Bis-(diisopropylethylammonium) salt; 5-carboxytetramethylrhodamine; 6-carboxytetramethylrhodamine; 5-(and -6)-carboxytetramethylrhodamine; 5-carboxytetramethylrhodamine succinimidyl ester; 6-carboxytetramethylrhodamine succinimidyl ester; 5-(and -6)-carboxytetramethylrhodamine succinimidyl ester; 6-carboxy-X-rhodamine; 5-carboxy-X-rhodamine succinimidyl ester; 6-carboxy-X-rhodamine succinimidyl ester; 5-(and -6)-carboxy-X-rhodamine succinimidyl ester; 5-carboxy-X-rhodamine triethylammonium salt; Lissamine™ Rhodamine B sulfonyl chloride; Malachite Green; Isothiocyanate; NANOGOLD® Mono(Sulfosuccinimidyl Ester); QSY® 21 Carboxylic Acid or Succinimidyl Ester; QSY® 7 Carboxylic Acid or Succinimidyl Ester; Rhodamine Red™-X Succinimidyl Ester; 6-(Tetramethylrhodamine-5-(and-6)-carboxamido)hexanoic Acid; Succinimidyl Ester; Tetramethylrhodamine-5-isothiocyanate; Tetramethylrhodamine-6-isothiocyanate; Tetramethylrhodamine-5-(and-6)-isothiocyanate;Texas Red® sulfonyl; Texas Red® sulfonyl chloride; Texas Red®-X STP ester or sodium salt; Texas Red®-X succinimidyl ester; Texas Red®-X succinimidyl ester; and X-rhodamine-5-(and -6)-isothiocyanate.
[0065] Other examples of fluorescent dyes include the BODIPY® dyes commercially available from Invitrogen (BODIPY® FL; BODIPY® TMR STP Ester; BODIPY® TR-X STP Ester; BODIPY® 630 / 650-X STP Ester; BODIPY® 650 / 665-X). STP esters include, but are not limited to: 6-dibromo-4,4-difluoro-5,7-dimethyl-4-bora-3a,4a-diaza-s-indacene-3-propionic acid succinimidyl ester; 4,4-difluoro-4-bora-3a,4a-diaza-s-indacene-3,5-dipropionic acid; 4,4-difluoro-5,7-dimethyl-4-bora-3a,4a-diaza-s-indacene-3-pentanoic acid; 4,4-difluoro-5,7-dimethyl-4-bora 3a,4a-Diaza-s-indacene-3-pentanoic acid succinimidyl ester; 4,4-Difluoro-5,7-dimethyl(dimefhyl)-4-bora-3a,4a-diaza-s-indacene-3propionic acid; 4,4-Difluoro-5,7-dimethyl-4-bora-3a,4a-diaza-s-indacene-3-propionic acid succinimidyl ester; 4,4 Difluoro-5,7-dimethyl(dimefhyl)-4-bora-3a,4a-diaza-s-indacene-3propionic acid; Sulfosuccinimidyl ester or sodium salt; 6-((4,4-Difluoro-5,7-dimethyl-4-bora-3a,4a-diaza-s-indacene-3 propionyl)amino)hexanoic acid; 6-((4,4-difluoro-5,7-dimethyl-4-bora-3a,4a-diaza-s-indacene-3-propionyl)amino)hexanoic acid or succinimidyl ester; N-(4,4-difluoro-5,7-dimethyl-4-bora-3a,4a-diaza-s-indacene-3-propionyl)cysteic acid, succinimidyl ester or triethylammonium salt; 6-4,4-difluoro-1,3-dimethyl-5-(4-methoxyphenyl)-4-bora 3a,4a 4,4-difluoro-5,7-diphenyl-4-bora-3a,4a-diaza-s-indacene-3-propionic acid;4,4-Difluoro-5,7-diphenyl-4-bora-3a,4a-diaza-s-indacene-3-propionic acid succinimidyl ester; 4,4-Difluoro-5-phenyl-4-bora-3a,4a-diaza-s-indacene-3-propionic acid; succinimidyl ester; 6-((4,4-Difluoro-5-phenyl-4 bora-3a,4a-diaza-s-indacene-3-propionyl)amino)hexanoic acid or succinimidyl ester; 4,4-Difluoro-5-(4-phenyl-1,3 Butadienyl)-4-bora-3a,4a-diaza-s-indacene-3-propionic acid succinimidyl ester; 4,4-Difluoro-5-(2-pyrrolyl)-4-bora-3a,4a-diaza-s-indacene-3-propionic acid succinimidyl ester; 6-(((4,4-Difluoro-5-(2-pyrrolyl)-4-bora-3a,4a-diaza-s-indacene-3-yl)styryloxy)acetyl)aminohexanoic acid or succinimidyl Diethyl ester;4,4-Difluoro-5-styryl-4-bora-3a,4a-diaza-s-indacene-3-propionic acid;4,4-Difluoro-5-styryl-4-bora-3a,4a-diaza-s-indacene-3-propionic acid;Succinimidyl ester;4,4-Difluoro-1,3,5,7-tetramethyl-4-bora-3a,4a-diaza-s-indacene-8-propionic acid;4,4-Difluoro-1,3,5,7-tetramethyl-4-bora-3a,4a-diaza-s-indacene-8-propionic acid Bora-3a,4a-diaza-s-indacene-8-propionic acid succinimidyl ester; 4,4-difluoro-5-(2-thienyl)-4-bora-3a,4a-diaza-s-indacene-3-propionic acid succinimidyl ester; 6-(((4-(4,4-difluoro-5-(2-thienyl)-4-bora-3a,4a-diaza-s-indacen-3-yl)phenoxy)acetyl)amino)hexanoic acid or succinimidyl ester; and 6-(((4,4-difluoro-5-(2-thienyl)-4-bora-3a,4a-diaza-s-indacen-3-yl)styryloxy)acetyl)aminohexanoic acid or succinimidyl ester.
[0066] Fluorescent dyes can also include, for example, Alexa fluor dyes commercially available from Invitrogen, including, but not limited to, Alexa Fluor® 350 carboxylic acid, Alexa Fluor® 430 carboxylic acid, Alexa Fluor® 488 carboxylic acid, Alexa Fluor® 532 carboxylic acid, Alexa Fluor® 546 carboxylic acid, Alexa Fluor® 555 carboxylic acid, Alexa Fluor® 568 carboxylic acid, Alexa Fluor® 594 carboxylic acid, Alexa Fluor® 633 carboxylic acid, Alexa Fluor® 647 carboxylic acid, Alexa Fluor® 660 carboxylic acid, and Alexa Fluor® 680 carboxylic acid. Suitable fluorescent dyes can also include, for example, cyanine dyes commercially available from Amersham-Pharmacia Biotech, including, but not limited to, Cy3 NHS ester, Cy5 NHS ester, Cy5.5 NHS ester, and Cy7 NHS ester. [Example]
[0067] Example Example I: Production of Hydrogel Particles Photomasks for UV lithography were obtained from FineLine Imaging, Inc. and designed using AutoCad (AutoDesk, Inc.). SU-8 photoresist (Microchem, Inc.) was photocrosslinked on 4" silicon wafers using a collimated UV light source (OAI, Inc.) to create masters for microfluidic device fabrication. PDMS (polydimethylsiloxane, Sigma Aldrich, Inc.) was prepared and shaped using soft lithography and microfluidic device fabrication methods (see, e.g., McDonald JC et al., 2000, Electrophoresis 21:27-40, the contents of which are incorporated herein by reference in their entirety for all purposes).
[0068] Droplets were formed using a flow-focusing geometry, in which two oil channels focused the central flow of aqueous monomer solution, dividing the droplets into a water-in-oil emulsion. Fluorocarbon oil (Novec 7500 3M, Inc.) was used as the outer continuous phase liquid for droplet formation. To stabilize the droplets before polymerization, a surfactant (Krytox 157 FSH (Dupont) ammonium carboxylate salt) was added to the oil phase at 0.5% w / w. To fabricate basic polyacrylamide gel particles, a central phase of aqueous monomer solution containing N-acrylamide (1–20% w / v), a crosslinker (N,N'-bisacrylamide, 0.05–1% w / v), an accelerator, and ammonium persulfate (1% w / v) was used. An accelerator, (N,N,N',N'-tetramethylethylenediamine 2% vol%), was added to the oil phase to induce hydrogel particle polymerization after droplet formation.
[0069] Several comonomers were added to the basic gel formulation to add functionality. Allylamine provided primary amine groups for secondary labeling after gel formation. The FSC of the droplets was adjusted by adjusting the refractive index of the gel through the addition of comonomers, allyl acrylate and allyl methacrylate. The SSC of the droplets was adjusted by adding a colloidal suspension of silica nanoparticles and / or PMMA (poly(methyl methacrylate)) particles (approximately 100 nm) to the central aqueous phase before polymerization.
[0070] Stoichiometric labeling of the hydrogel particles was achieved by utilizing comonomers containing chemically orthogonal side chains (amine, carboxyl, maleimide, epoxide, alkyne, etc.) for secondary labeling.
[0071] Droplets were formed at an average rate of 5 kHz and collected in the fluorocarbon oil phase. After completion of polymerization at 50° C. for 30 min, the resulting hydrogel particles were washed from the oil into an aqueous solution.
[0072] 6 is a diagram showing an encoding scheme used to create a population of similarly sized beads that can be demultiplexed using passive optical properties, according to some embodiments. Passive optical barcoding was achieved through adjustment of FSC and SSC and by combining particles with specific ratios of FSC / SSC.
[0073] Figures 7A-7B are characterization plots showing that identically sized particles can be coded with distinct passive optical properties. This allows multiplexed biochemical assays to be deconvoluted using passive optical properties alone. Figure 7B highlights the inability to distinguish particle populations based on fluorescence signal alone, thereby illustrating the multiplexing and demultiplexing of biochemical assays using passive optical properties as the primary deconvolution variable, according to some embodiments. Figure 7A shows multiple synthetic cell populations of the same size but with distinct passive optical scattering ratios (FSC / SSC). Distinct surface markers were conjugated to each subpopulation and co-incubated with FITC-conjugated cognate antibodies. Each biomarker-modified bead population exhibits identical fluorescence profiles but can be deconvoluted based on their distinct optical properties to demultiplex the biochemical assays.
[0074] In some embodiments, the composition comprises a plurality of hydrogel particles, each hydrogel particle from the plurality of hydrogel particles having substantially the same diameter, the plurality of hydrogel particles comprising a plurality of groups of hydrogel particles, each group of hydrogel particles from the plurality of groups of hydrogel particles having one or more different associated values for a passive optical property (e.g., forward scattering and / or side scattering).
[0075] The plurality of hydrogel particles may be included in a mixture, and the mixture may be configured to be demultiplexed using only passive optical properties.
[0076] In some embodiments, the plurality of hydrogel particles are included in a mixture, and the mixture is configured to be demultiplexed using (1) passive optical properties and (2) fluorescent properties.
[0077] In some embodiments, hydrogel particles from at least one group of hydrogel particles from the plurality of groups of hydrogel particles have a refractive index (e.g., average refractive index or maximum refractive index or minimum refractive index) greater than about 1.15.
[0078] In some embodiments, hydrogel particles from at least one group of hydrogel particles from the plurality of groups of hydrogel particles have a refractive index (e.g., average refractive index or maximum refractive index or minimum refractive index) greater than about 1.3.
[0079] In some embodiments, hydrogel particles from at least one group of hydrogel particles from the plurality of groups of hydrogel particles have a refractive index greater than about 1.7.
[0080] In some embodiments, each hydrogel particle from the plurality of hydrogel particles has a diameter of less than about 1000 μm, or less than about 100 μm, or less than about 10 μm.
[0081] In some embodiments, the plurality of hydrogel particles comprises nanoparticles.
[0082] In some embodiments, at least one hydrogel particle from the plurality of hydrogel particles is chemically functionalized.
[0083] In some embodiments, at least one hydrogel particle from the plurality of hydrogel particles comprises a free amine group.
[0084] In some embodiments, at least one hydrogel particle from the plurality of hydrogel particles comprises allylamine.
[0085] In some embodiments, each hydrogel particle from the plurality of hydrogel particles is produced by polymerizing a droplet.
[0086] In some embodiments, the plurality of hydrogel particles is a substantially monodisperse population of hydrogel particles.
[0087] In some embodiments, a method for performing a multiplexed assay includes assaying a sample using a plurality of optically encoded hydrogel particles, deconvolving the plurality of hydrogel particles using a cytometry device and based on the passive optical properties of the plurality of hydrogel particles, and determining multiple measurements for the sample from a single reaction. Each hydrogel particle from the plurality of hydrogel particles can be functionalized with a different biochemical or chemical target from a set of targets. Alternatively or additionally, each hydrogel particle from the plurality of hydrogel particles can be functionalized with at least one of an antigen, a protein, a small molecule, or an antibody.
[0088] In some embodiments, each group (from a plurality of groups) of hydrogel particles from the plurality of hydrogel particles has a different associated value for a passive optical property (eg, forward scattering and / or side scattering).
[0089] Example 1: Passive optical tuning of hydrogel particles As depicted in Figures 4 and 6, hydrogel particles are tuned in multiple dimensions to create distinct populations of beads based on their passive optical properties. The beads can be deconvolved using a combination of FSC and SSC. Exemplary fits of three major subpopulations of white blood cells (lymphocytes, monocytes, and granulocytes (neutrophils)) by tuning passive optical properties independently of particle size are shown in Figures 8A-8B. For clarity, all particles in the examples in Figures 8A-8B are the same diameter. Figure 8A is a plot of white blood cell (WBC) counts for actual lysed blood cell populations (representing the three subpopulations), while Figure 8B shows counts of hydrogel particles with tuned passive optical properties and how they mimic the behavior of lysed whole blood, without any changes made to the instrument environment (e.g., gain, voltage) during data acquisition. Some end-user applications require assay beads to appear optically similar to biological cell populations. The core technology described herein facilitates precise placement of assay beads on target populations of interest while simultaneously expanding multiplexing capabilities through optical encoding.
[0090] Example 2: Tuning hydrogel particle side scattering Colloidal silica was added to the aqueous fraction of the polymer mix at 12.5%, 6.25%, 3.125%, and 0%, and hydrogel particles were formed as described in Example 1. Forward and side scattering data were obtained using a flow cytometer. The results showed that the side scattering signal (FIG. 9A) increased with increasing percentage of encapsulated nanoparticles, while the forward scattering signal (FIG. 9B) remained generally unchanged. This indicates that side scattering can be adjusted independently of forward scattering.
[0091] Example 3: Tuning hydrogel particle forward scattering In this experiment, the percentage of acrylamide:bis-acrylamide in the hydrogel composition was varied between 20 and 40% to adjust the refractive index of the hydrogel particles as measured by forward scattering in a flow cytometer. As shown in Figures 10A-10C, forward scattering increased with increasing percentage of acrylamide:bis-acrylamide.
[0092] All publications, patents, patent applications, and other documents cited in this application are incorporated herein by reference in their entirety for all purposes to the same extent as if each individual publication, patent, patent application, or other document was individually indicated to be incorporated by reference for all purposes.
[0093] While various specific embodiments have been illustrated and described, it will be understood that various modifications can be made without departing from the spirit and scope of the invention.
[0094] While various embodiments of the above systems, methods, and devices have been described above, it should be understood that they are presented by way of example only, and not by way of limitation. While the above methods and steps show certain events occurring in a certain order, those skilled in the art with the benefit of this disclosure will recognize that the ordering of certain steps may be modified, and that such modifications are in accordance with variations of the invention. Furthermore, certain of the steps may be performed simultaneously in a parallel process, where possible, or may be performed sequentially as described above. While the above embodiments have been shown and described in detail, it should be understood that various changes in form and detail may be made. While various embodiments have been described as having particular features and / or combinations of components, other embodiments are possible having any combination of features and / or components from any of the embodiments, as discussed above.
[0095] As used herein, the following terms and phrases are intended to have the following meanings:
[0096] The indefinite articles "a" and "an" and the definite article "the" are intended to include both the singular and the plural unless the context in which they are used clearly indicates otherwise.
[0097] "At least one" and "one or more" are used interchangeably herein to mean that the article may include one or more than one of the listed elements.
[0098] It is to be understood that all numbers expressing quantities, ratios, and numerical properties of ingredients, reaction conditions, and the like, unless otherwise indicated, are intended to be modified in all instances by the term "about."
[0099] As used herein, the terms "about" and "approximately" generally mean ±10% of the stated value, for example, about 250 μm includes 225 μm to 275 μm, and about 1,000 μm includes 900 μm to 1,100 μm.
[0100] In this disclosure, reference to an item in the singular should be understood to include the item in the plural, and vice versa, unless otherwise stated, clearly or expressly stated by the context. Grammatical conjunctions are intended to express any and all disjunctive and conjunctive combinations of joined clauses, sentences, terms, etc., unless otherwise stated, clearly or expressly stated by the context. Thus, the term "or" is generally understood to mean "and / or," etc. The use of any and all examples or exemplary language ("e.g.,," "such as," "including," etc.) provided herein is intended merely to better elucidate the embodiments and does not impose limitations on the scope of the embodiments or claims.
Claims
1. 1. A method for performing a multiplexed assay, said method comprising: assaying a sample using a plurality of optically encoded hydrogel particles, wherein the hydrogel particles are spherical; deconvolving the plurality of hydrogel particles using a cell counting device and based on passive optical properties of the plurality of hydrogel particles, wherein the passive optical properties are forward scattering and / or side scattering; and determining multiple measurements for the sample from a single reaction; The method includes:
2. The method of claim 1 , wherein each hydrogel particle in the plurality of hydrogel particles is functionalized with a different biochemical or chemical target from a set of targets.
3. 3. The method of claim 1 or claim 2, wherein each hydrogel particle in the plurality of hydrogel particles is functionalized with at least one of an antigen, a protein, a small molecule, or an antibody.
4. The method of any one of claims 1 to 3, wherein groups of hydrogel particles in the plurality of hydrogel particles have different associated values for a passive optical property.
5. The method according to any one of claims 1 to 4, wherein the passive optical property is forward scattering.
6. The method according to any one of claims 1 to 4, wherein the passive optical property is side scattering.
7. The method of any one of claims 1 to 6, wherein the hydrogel particles in at least one group of hydrogel particles in the plurality of groups of hydrogel particles have a refractive index greater than 1.
3.
8. The method of any one of claims 1 to 6, wherein the hydrogel particles in at least one group of hydrogel particles in the plurality of groups of hydrogel particles have a refractive index greater than 1.
7.
9. The method of any one of claims 1 to 8, wherein each hydrogel particle in the plurality of hydrogel particles has a diameter of less than 1000 μm.
10. The method of any one of claims 1 to 8, wherein each hydrogel particle in the plurality of hydrogel particles has a diameter of less than 100 μm.
11. The method of any one of claims 1 to 8, wherein each hydrogel particle in the plurality of hydrogel particles has a diameter of less than 10 μm.
12. The method of any one of claims 1 to 11, wherein the plurality of hydrogel particles comprises nanoparticles.
13. The method of any one of claims 1 to 12, wherein at least one hydrogel particle in the plurality of hydrogel particles is chemically functionalized.
14. The method of any one of claims 1 to 13, wherein at least one hydrogel particle in the plurality of hydrogel particles comprises a free amine group.
15. The method of any one of claims 1 to 14, wherein at least one hydrogel particle in the plurality of hydrogel particles comprises allylamine.
16. The method of any one of claims 1 to 15, wherein each hydrogel particle in the plurality of hydrogel particles is produced by polymerizing a droplet.
17. The method of any one of claims 1 to 16, wherein the plurality of hydrogel particles is a substantially monodisperse population of hydrogel particles.
18. 18. The method of any one of claims 1 to 17, wherein each of the hydrogel particles in the plurality of hydrogel particles has substantially the same diameter, and groups of hydrogel particles in the plurality of hydrogel particles have different associated values for the passive optical property.
19. The method of any one of claims 1 to 18, wherein the hydrogel particles comprise a monomer and a comonomer.
20. 20. The method of claim 19, wherein the monomer is a monofunctional acrylic monomer and the comonomer is a difunctional acrylic monomer.
21. 20. The method of claim 19, wherein groups of hydrogel particles in the plurality of hydrogel particles have different ratios of monomer and comonomer.
22. The method of any one of claims 1 to 21, wherein groups of hydrogel particles in the plurality of hydrogel particles have different crosslink densities.
23. 11. The method of any one of claims 1 to 10, wherein each particle in the plurality of hydrogel particles has a diameter greater than 5 μm and less than 30 μm.
24. 1. A composition comprising a plurality of hydrogel particles, each hydrogel particle being spherical, each hydrogel particle in the plurality of hydrogel particles having substantially the same diameter, groups of hydrogel particles in the plurality of hydrogel particles having different associated values for a passive optical property, the passive optical property being forward scattering and / or side scattering, the composition configured to be demultiplexed by deconvolving the plurality of optically encoded hydrogel particles using a cell counting device based at least on the different associated values of the passive optical property.
25. 25. The composition of claim 24, wherein each hydrogel particle in the plurality of hydrogel particles is functionalized with a different biochemical or chemical target from a set of targets.
26. 26. The composition of claim 24 or 25, wherein each hydrogel particle in the plurality of hydrogel particles is functionalized with at least one of an antigen, a protein, a small molecule, or an antibody.
27. The composition according to any one of claims 24 to 26, wherein the passive optical property is forward scattering.
28. The composition according to any one of claims 24 to 26, wherein the passive optical property is side scattering.
29. The composition of any one of claims 24 to 28, wherein the hydrogel particles in at least one group of hydrogel particles in the plurality of groups of hydrogel particles have a refractive index greater than 1.
3.
30. 30. The composition of any one of claims 24 to 29, wherein the hydrogel particles in at least one group of hydrogel particles in the plurality of groups of hydrogel particles have a refractive index greater than 1.
7.
31. The composition of any one of claims 24 to 30, wherein each hydrogel particle in the plurality of hydrogel particles has a diameter of less than 100 μm.
32. The composition of any one of claims 24 to 31, wherein at least one hydrogel particle in the plurality of hydrogel particles is chemically functionalized.
33. The composition of any one of claims 24 to 32, wherein at least one hydrogel particle in the plurality of hydrogel particles comprises a free amine group.
34. The composition of any one of claims 24 to 33, wherein at least one hydrogel particle in the plurality of hydrogel particles comprises allylamine.
35. The composition of any one of claims 24 to 34, wherein the plurality of hydrogel particles is a substantially monodisperse population of hydrogel particles.
36. The composition of any one of claims 24 to 35, wherein the hydrogel particles comprise a monomer and a comonomer.
37. 37. The composition of claim 36, wherein the monomer is a monofunctional acrylic monomer and the comonomer is a difunctional acrylic monomer.
38. 37. The composition of claim 36, wherein groups of hydrogel particles in the plurality of hydrogel particles have different ratios of monomer and comonomer.
39. The composition of any one of claims 24 to 38, wherein groups of hydrogel particles in the plurality of hydrogel particles have different crosslink densities.
40. 40. The composition of any one of claims 24 to 39, wherein each particle in the plurality of hydrogel particles has a diameter greater than 5 μm and less than 30 μm.
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