WO2024258932A1 - Spectrally distinct microbeads using laser particles - Google Patents
Spectrally distinct microbeads using laser particles Download PDFInfo
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- WO2024258932A1 WO2024258932A1 PCT/US2024/033556 US2024033556W WO2024258932A1 WO 2024258932 A1 WO2024258932 A1 WO 2024258932A1 US 2024033556 W US2024033556 W US 2024033556W WO 2024258932 A1 WO2024258932 A1 WO 2024258932A1
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/58—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving labelled substances
- G01N33/585—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving labelled substances with a particulate label, e.g. coloured latex
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12N—MICROORGANISMS OR ENZYMES; COMPOSITIONS THEREOF; PROPAGATING, PRESERVING, OR MAINTAINING MICROORGANISMS; MUTATION OR GENETIC ENGINEERING; CULTURE MEDIA
- C12N15/00—Mutation or genetic engineering; DNA or RNA concerning genetic engineering, vectors, e.g. plasmids, or their isolation, preparation or purification; Use of hosts therefor
- C12N15/09—Recombinant DNA-technology
- C12N15/10—Processes for the isolation, preparation or purification of DNA or RNA
- C12N15/1034—Isolating an individual clone by screening libraries
- C12N15/1065—Preparation or screening of tagged libraries, e.g. tagged microorganisms by STM-mutagenesis, tagged polynucleotides, gene tags
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/64—Fluorescence; Phosphorescence
- G01N21/6428—Measuring fluorescence of fluorescent products of reactions or of fluorochrome labelled reactive substances, e.g. measuring quenching effects, using measuring "optrodes"
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
- G01N15/10—Investigating individual particles
- G01N15/14—Optical investigation techniques, e.g. flow cytometry
- G01N15/1468—Optical investigation techniques, e.g. flow cytometry with spatial resolution of the texture or inner structure of the particle
- G01N15/147—Optical investigation techniques, e.g. flow cytometry with spatial resolution of the texture or inner structure of the particle the analysis being performed on a sample stream
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
- G01N2015/0042—Investigating dispersion of solids
- G01N2015/0053—Investigating dispersion of solids in liquids, e.g. trouble
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
- G01N15/10—Investigating individual particles
- G01N15/14—Optical investigation techniques, e.g. flow cytometry
- G01N2015/1493—Particle size
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
- G01N15/10—Investigating individual particles
- G01N15/14—Optical investigation techniques, e.g. flow cytometry
- G01N2015/1497—Particle shape
Definitions
- LPs Laser-emitting microparticles or laser particles
- the output spectrum of LPs typically includes or consists of one or a few discrete narrowband laser lines or peaks. The wavelengths and frequencies of the lasing peaks can serve as an optical barcode of an object associated with the LPs.
- LPs can have various shapes including discoidal, spherical, rod-like, and cuboidal shapes as well as arbitrary shapes.
- the typical size of an LP is between 50 nm and 100 ⁇ m.
- the present disclosure provides embodiments of microbeads that contain one or more laser particles, each of which is capable of generating narrowband spectra and which thereby can be spectrally distinctive.
- the emission properties of laser particles provide an “optical barcode” of each microbead, which can be read optically and serve as an identification of the object.
- Microbeads typically have a spherical shape, but herein we include non-spherical, spheroidal, discoidal, or cubic shapes as microbeads. More complex shapes are also possible, depending on the specific application.
- droplets of resin containing LPs may be drop-casted on objects and solidified to provide a form of “microbeads”.
- the objects used for drop-casting may be macro-sized objects, such as microwell plates, goods, electronic devices, and drug packages.
- microbeads with LPs may be used in screening of compounds.
- Major drug discovery programs screen millions of compounds to identify a handful of “hits” or lead compounds that proceed further along the drug development pathway.
- ultrahigh-throughput machines can process more than 100,000 samples a day, they are restricted to one or two readouts per sample for measuring simple binary events, such as drug binding or cell viability. These simplistic screens can be often misleading and ultimately impede drug discovery by identifying unsuccessful or suboptimal candidates.
- Multiplexed high-throughput screening relies on some sort of encoding or barcoding strategy that allows different analytes or different samples to be identified during or post data acquisition. Fluorescence barcoding is a well-established technique, but it only allows for small-scale multiplexing of analytes.
- DNA barcoding is highly scalable and well suited for encoding a large number of compounds, genes, and samples, but it requires post-acquisition sequencing for its readout, which is slow and typically resorts to binary sorting based on the fluorescence data.
- various embodiments disclosed herein include LPs embedded inside microbeads or attached on the surface of microbeads.
- the microbeads may further include various inorganic, organic, and biological materials, such as antibodies, oligonucleotides, DNA, 2 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 and drug candidates.
- the optical barcodes of microbeads may be related to the materials associated with the microbeads.
- the relationship allows one to identify the particular materials associated with individual microbeads by interrogating the optical barcodes. This ability is particularly useful for multiplexed molecular assays and high throughput drug screening in life sciences. Other applications include supply chain management, anti-counterfeiting, and DNA- data storage management. [0011]
- the number of unique optical barcodes that can be created depends on the number of spectrally distinct stimulated emission peaks that are possible using the particular number of LPs associated with each microbead. Thus, in various embodiments the unique number of optical barcodes can be well over 1 million, and in particular embodiments greater than 1 billion unique barcodes are possible.
- the disclosure also provides embodiments of optical barcoding technology that overcome the bottlenecks of the current encoding methods and which have the potential for making breakthroughs in high-throughput screening.
- One embodiment of LPs includes semiconductor microdisks with a diameter of between 1 ⁇ m and 2 ⁇ m which, together with the fact that the laser emission spectra from LPs are typically 1000-times narrower than fluorescence, makes them well suited for tagging micro-objects including cells, microbeads, and microcarriers, which can enable massive sample barcoding and pooled screening.
- the bright LP emission is readily readable using a near-infrared spectrometer integrated into a high-throughput platform, such as flow cytometry and droplet microfluidics.
- Assays including homogeneous time resolved fluorescence (HTRF), enzyme- linked immunosorbent assays (ELISA), and amplified luminescent proximity homogeneous assays (Alpha) have been the workhorses of the pharmaceutical industry.
- Major drug discovery programs screen millions of compounds to identify a handful of “hits” or lead compounds that proceed further along the drug development pipeline. While current automated machines can process more than 100,000 samples per day, most measurements and analyses are restricted to one or two readouts per sample, measuring simple events such as drug binding or cell viability.
- Sample multiplexing or sample barcoding is a technique that facilitates high- throughput analysis by allowing multiple target samples, such as cells in micro-wells and beads carrying analyte-capture molecules or drug compounds, to be combined into a single tube for multicolor staining and analysis.
- target samples such as cells in micro-wells and beads carrying analyte-capture molecules or drug compounds
- reagent consumption is typically reduced 10- to 100-fold.
- Data robustness is increased through the combination of control and treated samples in the same batch, minimizing pipetting error, staining variation, and the need for normalization.
- data acquisition speed is enhanced.
- optical multiplexing is compatible with fluorescence data acquisition, enabling multiparameter analysis via real-time demultiplexing (decoding).
- the massive scalability of the technology disclosed herein comes from the unique laser emission provided through the use of many LPs (n), each having a unique wavelength or color and each of which serves as a base unit for multiplexing.
- Luminex xMAP bead technology is an industry standard for multiplex protein assays. Multiplexing is achieved by doping polystyrene beads with 2 or 3 different fluorescent dyes at various concentrations. The color-intensity combination encodes specific captured proteins and nucleic acids and can be decoded using flow cytometry. Although up to 80 multiplex beads are commercially available, this limited number of color-intensity levels does not permit users to scale up sufficiently to perform sample multiplexing for high-throughput screening applications. [0017] On the other hand, using LP-tagged microbeads will increase the multiplexing 4 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 capability from 80 to well over 10,000.
- Microbeads have been extensively adopted in high-throughput screening as carriers of molecular diversity. Compound screening requires ⁇ 100 atto-mole, which is within the capacity of a single bead with a diameter in a range of 10-20 ⁇ m. Droplet microfluidic systems are ideally suited to handle and analyze bead-based libraries with high precision at minute volume scales.
- DNA barcoding is the standard choice for encoding.
- combinatorial chemistry or ‘split-and-mix’ methods are commonly used.
- the so-called One-Bead One-Compound (OBOC) synthesis can produce a large number (typically 10 6 ) of compounds, each bead having a specific compound and corresponding oligonucleotides.
- OBOC One-Bead One-Compound
- One drawback of DNA encoding is that it puts a constraint on chemistry to generate libraries, as they must be able to tolerate water because DNA requires an aqueous solution. Removing the need to use DNA opens up more possibilities for drug screening.
- DNA barcoding strategy relies on sorting positive phenotypes followed by sequencing the DNA barcodes for the counting and rank order of ‘hit’ compounds. While such a binding assay has been widely used for drug screening, its simple binary nature is insufficient in many emerging applications. A method to enable multiparameter analysis in the OBOC screening platforms has been lacking, however. [0020] LP-based optical barcoding of beads offers an attractive solution overcoming the drawbacks of DNA barcoding in OBOC screening. Optical decoding of LPs can be simultaneously performed alongside the fluorescence analysis of each sample (e.g., a bead- containing droplet). This makes it possible to acquire high-parameter data and analyze the sample in real time at the resolution of a single OBOC.
- LP-tagged microbeads can be useful for barcoding a wide range of objects, such as apparel and other goods, electronic chips, and 5 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 pharmacy pill blister packs.
- the microbeads may be formed from droplets of resin containing LPs, which can be dropped onto the objects to be barcoded and solidified to form microbeads.
- the size of the microbeads may be smaller than 1 mm, although larger sizes are possible.
- one embodiment provides an apparatus for optical barcoding including: a microbead including one or more laser particles, the microbead being configured to generate one or more stimulated emission peaks when energetically excited.
- Another embodiment provides a method for using optical barcoding to evaluate a sample, including: providing a plurality of microbeads, each microbead including one or more laser particles, and each of the plurality of microbeads being configured to generate one or more stimulated emission peaks when energetically excited; combining the plurality of microbeads with a sample; and energetically exciting, based on combining the plurality of microbeads with the sample, each of the plurality of microbeads to evaluate the sample.
- Yet another embodiment provides a method of attaching a laser particle to a microbead for optical barcoding, including: treating the laser particle with a negatively charged compound to provide a negatively charged laser particle to improve adhesion to the microbead; and combining the negatively charged laser particle with the microbead to produce a laser particle-labeled microbead, the laser particle-labeled microbead being configured to generate one or more stimulated emission peaks when energetically excited.
- Still another embodiment provides a system to capture biomolecules, including: microbeads tagged with laser particles and tagged with capture molecules, wherein the capture molecules are configured to capture target biomolecules, and wherein the laser particles are configured to generate one or more stimulated emission peaks when energetically excited; a laser particle barcode reader configured to read stimulated emission spectra from the laser particles; and a fluorescence assay configured to detect the captured target biomolecules.
- Another embodiment provides a method of drug screening, including: providing a plurality of microbeads each including one or more laser particles, each microbead of the plurality of microbeads being configured to generate one or more stimulated emission peaks 6 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 when energetically excited; contacting the plurality of microbeads with a plurality of compounds such that each microbead of the plurality of microbeads conjugates to only one compound of the plurality of compounds; combining the plurality of microbead conjugated compounds with one or more target biomolecules; and detecting the one or more stimulated emission peaks of each conjugated microbead in the plurality of conjugated microbeads.
- microfluidic screening system including: a plurality of microbeads each including a plurality of laser particles configured to generate one or more stimulated emission peaks when energetically excited, the microbeads each being conjugated to one or more screening compounds; one or more assay reagents; and a microfluidic circuit configured to contact the plurality of microbeads to the one or more assay reagents to form droplets.
- Still another embodiment provides a method of generating a microbead including a laser particle, the method including: mixing the laser particle with a solution including at least one polymer and at least one solvent to create a laser particle suspension; generating a microdroplet from the laser particle suspension; drying the microdroplet to generate the microbead including the laser particle.
- Another embodiment provides a method of optical barcoding, including: providing a plurality of microbeads; conjugating a first molecule to each of the plurality of microbeads; attaching a respective first laser particle to each of the plurality of microbeads, wherein the first laser particle attached to each of the plurality of microbeads corresponds to the first molecule attached to each of the plurality of microbeads; conjugating a second molecule to each of the plurality of microbeads; attaching a respective second laser particle to each of the plurality of microbeads, wherein the second laser particle attached to each of the plurality of microbeads corresponds to the second molecule attached to each of the plurality of microbeads; and performing an assay using the plurality of microbeads, wherein each of the plurality of microbeads is configured to generate one or more stimulated emission peaks when energetically excited.
- FIGS.1A-1D show several optically luminescent microbeads known in the art.
- FIG.1A shows a fluorescent dye-doped polystyrene microsphere.
- FIG.1B shows a dye-doped polystyrene microsphere (green) inside a biological cell.
- FIG.1C shows a hyperspectral image of WGM emission from a dye-doped polystyrene microbead.
- FIG.1D shows a 100% TPEQBN dye aggregate microbead.
- FIGS.2A-2B.2A shows 45 ⁇ m-sized hydrogels encapsulating one or more dye- doped polystyrene microspheres.
- FIG.2B shows a schematic of a cell tagged with discoidal LPs.
- FIGS.3A-3B.3A shows a schematic embodiment of a polystyrene microbead with LPs attached on the surface and further coated with protective silica coating and then capture molecules.
- FIG.3B shows a scanning electron microscopy image of a polystyrene microsphere tagged with a discoidal semiconductor LP (arrow).
- FIG.4 shows a microfluidic system for producing oil-in-water emulsions. After the solvent has evaporated, the droplet emulsions are turned into LP-embedded polystyrene microbeads.
- FIG.5 shows optical transmission images of two polystyrene LP-embedded microbeads formed using a system such as that shown in FIG.4.
- FIG.6 shows experimentally measured spectra of stimulated emission from different microbeads, showing: Panel (a): a single laser peak; Panels (b-c): three laser peaks; Panels (d-h): more than four peaks above the background noise floor.
- FIG.7 shows an experimentally measured histogram for the number of LPs per microbead formed using a system such as that shown in FIG.4.
- the dashed curve shows a theoretical Poisson distribution.
- FIGS.8A-8C shows experimentally measured spectra of stimulated emission from different microbeads, showing: Panel (a): a single laser peak; Panels (b-c): three laser peaks; Panels (d-h): more than four peaks above the background noise floor.
- FIG.8A Diagram of a streptavidin-conjugated bead designed to capture biotin-conjugated dye.
- FIG.8B Zeta potential comparison between acrylic acid- functionalized microbeads and control.
- FIG.8C Fluorescence intensity of dye-captured versus control LP-encoded beads (Exp), alongside measured values from commercial streptavidin- conjugated beads for comparison (Comm). 8 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 [0039]
- FIG.10A shows normalized stimulated emission lasing spectra of 400 “random” LPs with a uniform spacing in frequency.
- FIG.10B provides an illustration showing the lasing spectra of ⁇ 200 LPs in 50 batches or frequency channels, with 50% frequency usage efficiency.
- FIGS.11A-11C shows a 10-plex, 384 sample multiplexing scheme.
- FIG.11A depicts tagging core beads with pairs of LPs in wells.
- FIG.11B depicts placing multiplex beads on wells.
- FIG.11C depicts analysis of pooled multiplex beads.
- FIGS.12A-12B show y(x) and P(x)p1(x) curves for two exemplary cases.
- FIG. 12A shows the curves for using 5.5 ⁇ m diameter beads for assays, with 3-15 LPs per bead.
- FIG. 12B shows the curves for 15 ⁇ m diameter beads, with 10-33 LPs per bead.
- FIG.13 provides a schematic showing a known procedure for the attachment of DNA barcodes onto beads through iterative cycles alongside the in-situ synthesis of drug candidate chemicals.
- FIG.14 provides a schematic showing a procedure for using LPs for labeling or barcoding purposes. As a result of adding a particular bead at each step of a synthesis process, the specific compound on each bead is readily identified by measuring the optical emission of the attached LPs which enables real-time assessment of the function of the compound.
- FIGS.15A-15C show a procedure in which LPs are added and attached via click chemistry using alkyne-PEG-linkers, where peptides are attached to Fmoc- protected amine photocleavable (PC) linkers. The LP tagging and peptide synthesis are orthogonal and performed serially.
- FIG.15B shows a procedure in which LPs are added and attached via coulomb interaction, where the deprotected microbead and the polyelectrolyte coated LPs have opposite charges. Following the procedure, LPs remain attached on the microbead.
- FIG.15C shows a barcoding scheme for 64 blocks in each round using a pair of two LPs from different batches.
- FIGS.16A-16C show SEM images of Tentagel resin beads, each 9 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 tagged with 10-15 LPs.
- FIGS.16B-16C show bright-field (Transmission) and fluorescence (FL) images which show that LP tagging and FITC-dye conjugation work well regardless of the sequence.
- FIGS.17A-17C show a schematic of an epoxy droplet microbead containing multiple LPs.
- FIG.17B shows a barcoding microbead formed on an object.
- FIG.17C shows an exemplary hyperspectral barcode of a microbead.
- the apparatus may include a microbead including one or more laser particles, in which the microbead is configured to generate one or more stimulated emission peaks when energetically excited.
- the one or more stimulated emission peaks may be generated by a respective laser particle in the microbead.
- Each laser particle in the microbead may be configured to have a different stimulated emission peak when energetically excited.
- a microbead can have a unique signature of one or more emission peaks based on the laser particles attached to the microbead.
- the number of laser particles in a microbead can be adjusted for the intended purposes of the optical barcoding.
- each emission peak may have a spectral width smaller than 1 nm.
- the stimulated emission peaks may also fall within a range of emission channels.
- the apparatus for optical barcoding may also include at least one molecule that 10 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 can induce specific biological effects (e.g., binding, activity assays, etc.).
- the molecule can include a peptide, an amino acid, a protein, a small molecule, an antibody, an oligonucleotide, an RNA molecule, or a DNA molecule, or some combination thereof.
- the laser particles may include a semiconductor disk, which can have a diameter ranging from 100 nm and 2.5 ⁇ m. More specifically, the diameter may range from 1.6 ⁇ m and 2.5 ⁇ m.
- the laser particles may be embedded within the microbead or attached to an outer surface of the microbead.
- the microbeads may be spherically shaped and have a diameter between 1 ⁇ m and 20 ⁇ m.
- the microbeads can have a non- spherical shape such as a dispensed droplet, a drop-cast shape, or an arbitrary three-dimensional shape.
- the microbead may include a polymer, hydrogel, or resin.
- the microbead may also include a silica coating.
- the microbead may also include a ferromagnetic material.
- the method may include providing a plurality of microbeads, each including one or more laser particles such that the microbead is configured to generate one or more stimulated emission peaks when energetically excited.
- the plurality of microbeads may be combined with a sample, and then energetically excited.
- Each microbead may have a unique signature of emission peaks caused by the laser particles.
- Each laser particle in the microbeads may have a different stimulated emission peaks when energetically excited.
- the method may also include measuring the stimulated emission peaks of the microbeads when they are energetically excited to uniquely identify each of the microbeads.
- the sample may be evaluated based on the interaction of the sample with the assay compound.
- Energetically exciting each of the microbeads may further include using near- infrared light to energetically excite the particles and measuring the fluorescence light emitted from each of the plurality of microbeads.
- the method may also include identifying each of the microbeads based on the measured one or more stimulated emission peaks.
- the sample may include a plurality of samples. Depositing each microbead into a respective separate container may include depositing each sample in plurality of samples into a respective separate container.
- Evaluating the plurality of samples then 11 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 includes evaluating the fluorescence light emitted from each of the respective microbeads.
- the microbeads used in some embodiments may be sequentially conjugated to a plurality of compounds and a plurality of laser particles. This creates a library of uniquely identifiable microbeads, each of which has a different combination of compounds. Combining these microbeads with the sample may then include combining each microbead in the library with the sample. Energetically exciting the samples then includes exciting each microbead in the library.
- the sample can include a plurality of objects. Similar to the embodiments described above, each microbead can be combined to a specific object and used to evaluate the plurality of objects.
- the object may include a microwell plate, an electronic device, or a drug package.
- Also disclosed herein are embodiments of methods of attaching a laser particle to a microbead for optical barcoding.
- the laser particle may be treated with a negatively charged compound to provide a negatively charged laser particle to improve adhesion to the microbead.
- the negatively charged laser particle may be combined with the microbead to produce a laser particle-labeled microbead, where the laser particle-labeled microbead may be configured to generate one or more stimulated emission peaks when energetically excited.
- the laser particle may be a discoidal laser particle.
- the discoidal laser particle maybe coated on one side with the negatively charged compound to produce the negatively charged laser particle, which may include a single negatively charged face.
- the negatively charged compound may include a negatively charged polyelectrolyte.
- the laser particle may be coated with a silane compound to create a silanated laser particle, and then coating the silanated laser particle with a negatively charge polyelectrolyte to produce a negatively charged laser particle.
- the negatively charged laser particle can then be combined with a microbead to produce a microbead labeled with a laser particle.
- Each microbead can be configured to generate one or more stimulated emission peaks.
- the silanated laser particle may include a silanated discoidal laser particle.
- Coating the silanated laser particle may further include coating one side 12 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 of the discoidal silanated laser particle with a negatively charged polyelectrolyte to produce a silanated laser particle with a negatively charged face.
- Coating one side of the discoidal silanated laser particle may also include adhering the discoidal salinated laser particle on a dish in saline solution to expose a side of the discoidal salinated laser particle.
- the method may further include applying the negatively charged polyelectrolyte to the exposed side of the laser particle and removing the coated discoidal silanated laser particle from the dish by applying ethanol.
- the silane compound may include (3-aminopropyl)triethoxysilane.
- the polyelectrolyte may include poly(sodium 4-styrenesulfonate).
- the laser particle-labeled microbead may include a silica coating.
- the laser particle-labeled microbead may also include a ferromagnetic material.
- a system to capture biomolecules is also described herein.
- the system may include beads that are tagged with both laser particles and capture molecules that are configured to capture target biomolecules.
- the system may further include a laser particle barcode reader and a fluorescence assay to detect the captured target biomolecules.
- the microbeads may include more than one laser particle, each of which has a different stimulated emission peak when energetically excited.
- the combination of laser particles in a microbead can be used to uniquely label individual microbeads.
- the capture molecules are configured to capture biotinylated dyes.
- Each microbead conjugated compounds may then be mixed with target biomolecules, and the one or more stimulated emission peaks of each conjugated microbead may be detected.
- This method can also use the split and pool technique, which is also described in more detail in the examples below.
- Each microbead may include at least three laser particles, each of which has a different stimulated emission peak when energetically excited. In some embodiments, up to seven laser particles may be added to each microbead.
- the stimulated emission peaks of the laser particles may call within an emission channel. 13 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 [0067]
- the microbeads may have a diameter of between 10 ⁇ m and 20 ⁇ m.
- the laser particles may be attached to a microbead using one or more linkers, such as alkyne terminated PEG-connected linker and a photocleavable linker.
- linkers such as alkyne terminated PEG-connected linker and a photocleavable linker.
- the compounds may be conjugated to the microbeads using a photocleavable linker such that the compounds may be released from the microbeads by applying light (e.g., UV light) to the photocleavable linker; the released compounds may then be in solution where they may react with other materials such as cells.
- the target biomolecules may be one or more of a peptide, an amino acid, a protein, a small molecule, an antibody, an oligonucleotide, an RNA molecule, or a DNA molecule.
- a microfluidic setup is used for detecting the stimulated emission peaks of the microbeads.
- the microfluidic set up may include excitation light sources, fluorescence detectors, and a spectrometer. Microfluidic set ups are described in more detail in the examples below. [0070] A microfluidic screening system is described herein.
- the examples below describe an illustrative embodiment of a system configured for a CatD protease activity assay using a droplet-based screening system.
- the screening system may include microbeads including laser particles configured to generate one or more stimulated emission peaks when energetically excited.
- the microbeads may be distributed in individual wells of a multiwell plate.
- the system may also include one or more assay reagents, and a microfluidic circuit that is configured to contact the microbeads to the assay reagents to form droplets.
- Each microbead may include at least three laser particles, each of which has a different stimulated emission peak when energetically excited.
- the laser particles may be attached to the microbeads using at least one linker.
- the linker may be a lysine linker or a photocleavable linker. In some embodiments, more than one linker may be used.
- the system may include control microbeads.
- the assay reagents may be configured for an activity assay, such as a protease activity assay.
- the system may further include a capillary-based flow instrument configured to 14 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 record the one or more stimulated emission peaks of the droplets. In some embodiments, the concentration of the assay reagents in the droplets is between 0.1 to 10 ⁇ M.
- the procedures may include: mixing the laser particle with a solution including at least one polymer and at least one solvent to create a laser particle suspension; generating a microdroplet from the laser particle suspension; and drying the microdroplet to generate the microbead.
- the laser particle may be embedded within the microbead and/or may be on an outer surface of the microbead.
- the following provides non-limiting examples of apparatus, methods, and systems for optical barcoding according to various embodiments of the disclosure.
- Photoluminescent microbeads have been widely used in life sciences and other industries.
- microbeads are dye-doped fluorescent microbeads or microspheres (FIG. 1A), however these microbeads do not contain LPs and as a result are limited in their ability to uniquely identify objects.
- Microbeads capable of generating stimulated laser emission have also been known. Such microbead lasers are typically made of gain materials, such as conjugated polymer, quantum dots, and dye-doped resins.
- FIGS.1B-1D show images of exemplary microbeads. The microbeads themselves serve as optical cavities, and the laser emission stems directly from the whispering gallery modes (WGMs) of the spherical cavities.
- WGMs whispering gallery modes
- the output emission can exhibit multiple lasing peaks associated with one or more WGMs, since the modes are related to the dimension of the microbead, the number of unique spectral patterns is limited by the number of distinctive diameters of microbeads. This number is typically no more than 1,000.
- the emission from microbeads in this invention is based on the individual LPs embedded within and/or attached on the microbeads. This unique design allows the microbeads to be made of optically inactive materials without needing to provide optical gain. Also, multiple LPs coving a wide spectral range can be associated with each microbead. These advantages result in a far greater number of optical barcodes, easily over 1 million and far greater than 1 billion and even 1 trillion.
- FIG.2B optical barcoding of biological cells using semiconductor-based discoidal LPs.
- One or more individual LPs are inserted into live cells or attached on the cell membrane.
- the combined stimulated emission spectra from the LPs provided the optical barcodes of the LP-tagged cells.
- the present disclosure provides microbeads containing one or more LPs, each capable of generating one or more spectral peaks of stimulated emission when energetically excited. While the LP-labeled microbeads can be made in multiple ways, one particular method to fabricate such microbeads uses surface tagging.
- the fabrication may begin with polystyrene cores (FIG.3A).
- the core microspheres are tagged with one or more LPs (e.g., discoidal LPs) and may be optionally further encapsulated with a silica layer.
- the polystyrene core or silica coating layer may optionally contain magnetized iron oxide nanoparticles. The magnetite will allow the beads to be immobilized during washing.
- biological molecules such as antibodies and oligonucleotides that are capable of capturing specific molecules, may be attached to the microbeads.
- specific capture sequences such as TAG TM or feature barcodes
- drug molecules such as peptides, amino acids, proteins, or small molecules, that are capable of inducing specific biological effects may be attached to the microbeads.
- Fluorescent molecules such as dyes that are capable of emitting fluorescence light when energetically excited, may also be attached to the microbeads.
- the treatment first included treating the LPs with a silane compound on all sides followed by treatment of one side of the LPs with a negatively-charged compound to improve adhesion of the LPs to the beads.
- a silane compound on all sides followed by treatment of one side of the LPs with a negatively-charged compound to improve adhesion of the LPs to the beads.
- PSS poly(sodium 4- styrenesulfonate)
- FIG.3B shows a representative microbead containing an LP made according to the method above.
- FIG.4 shows a microfluidic setup for producing LP-containing polystyrene microbeads.
- silica coated, random-wavelength LPs with diameters ranging between 1.6 and 2.3 ⁇ m and having a thickness of 230 to 300 nm, which were fabricated from three different compositions of In x Ga 1-x As y P 1-y on an InP substrate.
- the LPs were suspended in polystyrene solution containing 0.5 wt% polystyrene in methylene chloride (2M LPs in 100 ⁇ l).
- Polystyrene microdroplets containing LPs were produced in a glass microfluidic chip using an oil-in-water emulsion method. The microdroplets were then solidified by evaporating the methylene chloride solvent.
- FIG.5 shows microscope image of fabricated LP-beads, where it can be seen that several LPs are embedded in solidified polystyrene microbeads.
- the microbeads were further coated with aminated silica using a modified Stöber process.
- Various methods are available to attach other chemical groups, chemicals, dyes, or biological molecules.
- the Carboxyl group can be attached onto the surface.
- Antibodies can be attached using EDC chemistry.
- FITC conjugated fluorescein isothiocyanate
- FIG.6 shows representative lasing spectra from different microbeads, which we measured using the LP-reading flow cytometer, where the spectral acquisition time was about 4 ⁇ s per bead.
- the ratio of the signal peak to the background noise floor varied depending on the output power and, to some extent, the orientation of the discoidal LPs.
- the dynamic range of the spectrometer was about 30 dB.
- FIG.6E shows six well defined peaks whose wavelengths or frequencies serve as the optical barcode of the particular microbead. The 7th largest peak (small peak to the right of the three peaks on the left) may be discarded.
- FIG.7 shows a histogram of the number of spectral peaks or number of LPs we have measured per bead for a large number of beads, where the mean number was about 5. Based on this histogram, about 76% microbeads contained 3 or more LPs.
- LPs pre-coated with polystyrene Bare or silica-coated LPs tend to stick to silica- based microfluidic channels, and bare LPs are prone to aggregation and may escape from polystyrene microdroplets during the solvent drying process.
- InGaAsP LPs with diameters between 1.6 and 2.3 ⁇ m and thicknesses between 230 to 300 nm. The process began by coating the bare LPs with polydopamine.
- LP-embedded polystyrene microbeads were successfully produced using a microfluidic fabrication method (e.g., see FIG.4).
- This process involved dispersing polystyrene-coated LPs in a polystyrene solution (0.5 wt% in chloroform, with 2 million LPs per 100 ⁇ l). The solution was then used to create an oil-in-water emulsion inside a silica microfluidic chip, forming microdroplets containing the LPs. These droplets were solidified by evaporating the chloroform, effectively embedding the LPs within the polystyrene microbeads.
- the beads are modified to attach antibodies or nucleic acid sequences or other molecules that can capture targets such as proteins, DNAs, and/or RNAs.
- the challenge with pure polystyrene microbeads is their lack of chemical functional groups necessary for biomolecule conjugation.
- One solution to this issue is integrating a 10% polystyrene-acrylic acid copolymer into the polystyrene solution during microbead fabrication.
- This copolymer introduces carboxyl groups to the bead surface, which facilitating biomolecule conjugation through NHS-EDC chemistry, as illustrated in FIG.8A.
- the introduction of the polystyrene-acrylic acid copolymer significantly alters the surface charge of the microbeads, evidenced by their zeta potential.
- Microbeads containing the copolymer exhibited a zeta potential of -37 mV, in contrast to -21 mV for pure polystyrene microbeads (FIG.8B). This decrease in zeta potential is attributed to the negatively charged acrylic acid groups present on the microbead surface.
- streptavidin was attached to the microbeads using NHS-EDC chemistry.
- the beads were then immersed in a CF568 dye-biotin solution, allowing for the capture of biotinylated dyes.
- the resulting fluorescence from these microbeads was measured using a previously developed flow cytometer from LASE Innovation (Woburn, MA).
- the mean fluorescence intensity (MFI) observed was 6 ⁇ 10 5 for the dye-soaked beads, with pristine beads displaying a low fluorescence background (FIG.8C).
- the sample is measured twice in subsequent experiments (A and B), yielding two sets of barcodes.
- ⁇ the threshold
- two issues can arise. Due to the presence of noise in the laser frequency or energy measurements, some pairs of barcodes may not be matched correctly. Having a wider threshold ⁇ can reduce the incidence of this event.
- Gaussian noise with standard ⁇ ⁇ deviation ⁇ the probability of such unmatched barcodes is given by ⁇ ⁇ ⁇ 1 ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ .
- m e.g. 10
- the number of LPs per bead is not a single value but distributed in a range.
- m may follow the Poisson distribution with a mean value ⁇ m ⁇ .
- the LPs used in the above experiment had “random” lasing wavelengths that were unknown a priori. This class of LPs is called “random” LPs.
- FIG.10 show exemplary emission spectra expected from the two different classes of LPs: (FIG.10A) random and (FIG.10B) batch LPs.
- FIG.10A illustrates a design for 50 “batch” based on 50 spectral bins or color channels.
- the color channel is defined based on frequency division rather than the wavelength division because the gain bandwidth of semiconductors and the stimulated emission linewidths 20 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 tend to be more uniform in optical frequency than wavelength.
- 50 channels can be positioned with uniform spacing.
- the diagram in FIG.10B has a constant channel width of 660 GHz ( ⁇ 3 nm at 1170 nm, ⁇ 5.4 nm at 1570 nm).
- the choice of 50 channels is reasonable for two reasons. First, it provides a large “n” number for high scalability in multiplexing.
- the 660 GHz ( ⁇ 4 nm) gap between channels is sufficient to accommodate small wavelength shifts of LPs, for example, due to variations in temperature ( ⁇ 0.08 nm/°C) and surrounding index ( ⁇ 0.1 nm per % refractive index change) while still maintaining space between the channels.
- Batch LPs may be produced using a microfluidic sorter. For example, a single- composition 9-layer 4-inch wafer can have ⁇ 3 billion disks with an interpillar spacing of 5 ⁇ m. With our current yield of 50% from wafer to particles, we expect to produce 1.5 billion microdisks per wafer, but about a half of these will fall at frequencies between channels, leaving 750 million usable microdisks.
- FIG.11 illustrates one approach for a 10-plex pooled assay of 384 samples. LP-tagging on microbeads is performed in a 384 deep-well plates in situ (FIG.11A).
- polystyrene core beads in ⁇ 50 ⁇ L water are added into each well and are labeled with two types of LPs (1 to 24 in rows, and 25 to 40 in columns) with a 4:1 LP-to-bead ratio.
- a third type of LPs (4:1 ratio) is also added to each of the wells. The third type is associated with specific antibodies, relating Channels 41 to 50 to 10 different target analytes. Capture antibodies are added to the wells and conjugated to the beads.
- diluents of LP-tagged microbeads are preloaded in a 384-well plate (FIG.11B). Samples are added into the wells and incubated.
- the beads from the 384 wells are pooled into a tube, washed, and analyzed by a sandwich assay with detection antibodies and fluorophores in the tube (FIG.11C).
- the pooled sample will then be acquired by an appropriate instrument such as an LP-reading flow cytometer or microfluidic system which identifies the sample indices (from LP 1-40) and analytes (from LPs 41-50) as well as the analyte concentrations based on mean fluorescence intensity.
- microbeads may be coupled with antibodies against cytokines at saturated concentration ( ⁇ 5 ⁇ g per 1 million microbeads).
- LP-tagged microbeads in assay buffer may be added to a 384-well plate by a liquid handler at a concentration of ⁇ 100 beads per well for each type.
- Test samples are transferred to the assay plate, which are then sealed and shaken on a plate shaker at 2,000 rpm for 2 h at room temperature. After incubation, the content is washed by a magnetic plate washer thrice.
- the optimum number of LPs per microbead depends on applications and the sizes of the core microbead and LPs.
- the probability for the random binding of an LP to a bead to occur x times follows the Poisson statistics: ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ / ⁇ ! , where ⁇ is the average number of events.
- n types of LPs are used with a mean ratio of ⁇ i for each type i
- the number of LPs per bead will follow the Poisson distribution with ⁇ ⁇ ⁇ ⁇ ⁇ and ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ .
- a tagging error occurs when any type of LP is missing from a microbead.
- the probability of this null error is ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ , ⁇ 1 ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ / ⁇ ⁇ , where j is the number of missing types.
- j is the number of missing types.
- r 2d 2 /D 2 where D is the bead diameter, and d is the diameter of an LP (1.6 ⁇ m).
- FIGS.12A-12B depicts ⁇ ⁇ (red curves) and ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ (blue curves) for two exemplary cases.
- FIG.12A is directed to using 5.5 ⁇ m beads for assays, where the number of LPs per bead ranges between 3 and 15. This range of LPs can cover up to 32% of the total surface of a 5.5 ⁇ m bead.
- FIG.12B is directed to using beads with a diameter of 15 ⁇ m, where 22 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 the number of LPs per barcoded bead ranges from 10 to 33.
- the total area that LPs occupy for a 15 ⁇ m diameter bead ranges between 3% to 9% of the bead’s surface, leaving the remaining 91% to 97% of the surface area intact.
- microbeads tagged with random LPs may be used for multiplexed assays.
- LP-tagged microbeads are loaded into a multi-well plate, then the optical barcodes of the microbeads in individual wells are measured and recorded in a storage medium.
- biological molecules such as antibodies and oligonucleotides are loaded into the wells and linked to the microbeads.
- the optical barcodes are acquired simultaneously with fluorescence acquisition. From the barcodes, the biological molecules are identified and the assay molecules related to the biological molecules are measured based on the fluorescence information.
- FIG.13 illustrates the generation of DEL on the OBOC platform via the combinatorial split-and-pool technique.
- fluorescence techniques such as quenching (negative signal), time- resolved Forster resonant energy transfer (positive signal), amplified luminescent proximity homogeneous assay, and fluorescent protein expression.
- Microbeads that make “hits” or microdroplets containing such “hit” microbeads are sorted out.
- LP-tagged microbeads allow optical barcoding to replace DNA barcoding.
- FIG.14 illustrates this new approach. In each round of split-pool synthesis, both batch LPs and chemical building blocks are attached to microbeads. Once the LP-encoded library is created, high- throughput screening is possible in a microfluidic setup equipped with excitation light sources, fluorescence detectors, and a spectrometer.
- a bead diameter of 10 ⁇ m in a dry condition, or 15 ⁇ m when fully swollen, may be used.
- the gel volume can harbor ⁇ 100 fmol of a library member. This loading capacity is adequate for functional screening.
- LPs can be attached without interfering with compound synthesis. In one method, which is illustrated in FIG.15A, we can utilize “click” chemistry which is inert to peptide synthesis for LP attachment (and vice versa). LPs are added and attached via copper-catalyzed azide-alkyne click chemistry using Alkyne terminated PEG connected to a linker. The LP binding linker is without a photocleavable moiety, so that LPs remain attached to the beads.
- an o-nitrobenzyl photocleavable linker may be introduced so that the coupled compounds are released into solution inside droplets (which may contain assay samples, e.g., cells) by illuminating UV light (365 nm). The amount of compound release is controllable by the UV intensity.
- This dual-linker design uses standard Fmoc chemistry (piperidine for deprotection) to attach peptide building blocks via standard amide bond formation and nucleophilic substitution reactions. It is also compatible with Boc, tBu, Cbz chemistry to protect side chains. The ratio of the two different linkers may be optimized.
- FIG.15B An alternative approach is illustrated in FIG.15B, which uses cationic polyelectrolyte coating to promote the adherence of LPs to the resin bead surface through Coulomb interaction.
- Bifunctional hybrid Tentagel® resin beads contain 20% non-cleavable sites and 80% cleavable sites. Even if 80% of ligands are cleaved to harvest compounds, LPs can remain attached on the bead surface via the interaction with the remaining ligands. All the reactions can be performed in an organic solvent, such as methylene chloride (DCM), without needing a series of alternating organic phase SPPS and aqueous phase enzymatic ligation steps for DNA encoding.
- DCM methylene chloride
- FIG.15C depicts an exemplary barcoding scheme for 3-stage combinatorial libraries.
- the 64 blocks in each round are barcoded 24 Q B ⁇ 90515042.1 MGH 2023-416-02 Quarles 125141.04560 with a pair of LPs of different types.
- a 4:1 LP-to-bead ratio per channel can provide 85% barcoding efficiency.
- the small surface of LPs will not affect the total volumetric payload of the Tentagel resin beads.
- the presence of LPs can affect fluorescence intensity for assays, as the semiconductor absorbs visible light.
- the coefficient of variation (CV) would be ⁇ +/- 3%, which is smaller than the typical requirement of 15% CV in drug screening and fluorescence assays.
- FIG.16A show SEM images of two representative LP-tagged Tentagel beads. To test compatibility with chemical conjugation, we conjugated FITC to LP-tagged beads and confirmed efficient conjugation (FIG.16B).
- pepstatin A In 48 of 64 wells, we may couple pepstatin A to Glu, and in the remaining 18 wells negative control beads are prepared by acetylating the Glu ⁇ amine and linker amine.
- the droplet-generating microfluidic circuit distributes the library beads into droplets containing activity assay reagents in a ⁇ 100 pL volume.
- the droplets are harvested and then split into 10 vials.
- the vials are illuminated by UV at different, pre-calibrated UV intensity levels so that the concentration of released pepstatin A in droplets ranges from 0.1 to 10 ⁇ M. After incubation for 15 min, the droplets in vials are pooled and loaded into the capillary-based flow instrument.
- the fluorescence intensity from a CatD- sensitive probe and the optical barcode of each droplet is recorded. From the acquired data, the standard curves of CatD activity over different dose levels, and the half maximal inhibitory concentration (IC50) can be determined (literature value is 10 nM). [0108]
- the LP-based optical multiplexing is further scalable, and much greater than 3840-plex bead assays are possible.
- LP-tagged microbeads such as TentaGels
- the optical barcodes of the microbeads in each well are acquired and recorded in a storage medium. Different chemicals are added into different wells and coupled to the microbeads in the particular wells using chemical bonding or other appropriate reactions. Then, the microbeads from multiple or the entire wells are pooled. This completes a single stage in the combinatorial split-pool synthesis. This process is repeated for more stages until a library of desired compounds is created. The optical barcode reading allows the optical identification of the specific compound on each microbead. [0110] Microbeads can also be made by using a drop cast method.
- FIG.17A shows a resin or epoxy droplet containing LPs. Microdroplets are dispensed from a nozzle onto an object and then cured on the sample. The specific shape of the solidified resin or epoxy microbeads can be determined by the surface tension and viscosity of the droplet solution.
- FIG.17B shows an example. Each microdroplet microbead is encoded by the stimulated emission properties of the LPs within it. The lasing peak wavelengths are the primary elements for the optical barcode. Optionally, the relative locations of LPs or the points of maximum spectral intensities can also serve as additional elements that can be used to constitute optical barcodes in addition to the spectral peaks. Such a hyper-spectral image barcode is shown in FIG.17C.
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5073497A (en) * | 1989-06-30 | 1991-12-17 | Caribbean Microparticles Corporation | Microbead reference standard and method of adjusting a flow cytometer to obtain reproducible results using the microbeads |
| US20090108214A1 (en) * | 2007-10-26 | 2009-04-30 | Masataka Shinoda | Optical detection method and optical detection apparatus for a fine particle |
| US20200303900A1 (en) * | 2016-06-03 | 2020-09-24 | The General Hospital Corporation | System and method for micro laser particles |
| US20210239590A1 (en) * | 2020-02-03 | 2021-08-05 | LASE Innovation Inc. | Apparatus and Method for Cyclic Flow Cytometry Using Particularized Cell Identification |
| US20210364407A1 (en) * | 2007-04-02 | 2021-11-25 | Life Technologies Corporation | Particle Analyzing Systems And Methods Using Acoustic Radiation Pressure |
| US20210382061A1 (en) * | 2018-10-22 | 2021-12-09 | The General Hospital Corporation | Multiplexed single-cell analysis using optically-encoded rna capture particles |
| WO2023023153A1 (en) * | 2021-08-17 | 2023-02-23 | LASE Innovation Inc. | Cellular coding constructs providing identification of cellular entities |
-
2024
- 2024-06-12 WO PCT/US2024/033556 patent/WO2024258932A1/en not_active Ceased
- 2024-06-12 CN CN202480039289.XA patent/CN121488151A/en active Pending
- 2024-06-12 EP EP24824049.1A patent/EP4724788A1/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5073497A (en) * | 1989-06-30 | 1991-12-17 | Caribbean Microparticles Corporation | Microbead reference standard and method of adjusting a flow cytometer to obtain reproducible results using the microbeads |
| US20210364407A1 (en) * | 2007-04-02 | 2021-11-25 | Life Technologies Corporation | Particle Analyzing Systems And Methods Using Acoustic Radiation Pressure |
| US20090108214A1 (en) * | 2007-10-26 | 2009-04-30 | Masataka Shinoda | Optical detection method and optical detection apparatus for a fine particle |
| US20200303900A1 (en) * | 2016-06-03 | 2020-09-24 | The General Hospital Corporation | System and method for micro laser particles |
| US20210382061A1 (en) * | 2018-10-22 | 2021-12-09 | The General Hospital Corporation | Multiplexed single-cell analysis using optically-encoded rna capture particles |
| US20210239590A1 (en) * | 2020-02-03 | 2021-08-05 | LASE Innovation Inc. | Apparatus and Method for Cyclic Flow Cytometry Using Particularized Cell Identification |
| WO2023023153A1 (en) * | 2021-08-17 | 2023-02-23 | LASE Innovation Inc. | Cellular coding constructs providing identification of cellular entities |
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| WO2024258932A8 (en) | 2025-07-10 |
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