MULTIPLEX DATA COLLECTION AND ANALYSIS IN BIOANALYTE DETECTION
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Abstract
Method and device to collect multiplex data simultaneously in analyte detection and analyze the data by experimentally trained software (machine-learning) is disclosed. Various ways (magnetic particles and microcoils) are disclosed to collect multiple reporter (tag) signals. Multiplex detection can increase the biomolecule analysis efficiency by using small sample size and saving assay reagents and time. Machine learning and data analysis schemes are also disclosed. Multiple affinity binding partners, each labeled by a unique reporter, are contacted with a sample and a single spectrum is taken to detect multiple reporter signals. The spectrum is deconvoluted by experimentally trained software to identify multiple analytes.
45 Citations
69 Claims
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1-45. -45. (canceled)
- 46. A method comprising contacting a sample comprising an analyte with a reagent comprising first and second binding partners and first and second reporters, and forming a complex comprising the first binding partner, the first reporter associated with the first binding partner, the analyte, the second binding partner, and the second reporter associated with the second binding partner.
- 56. A method comprising contacting a sample comprising an analyte with a first binding partner immobilized on a surface and contacting a reagent comprising second binding partner and a reporter, and forming a complex comprising the first binding partner, the analyte, the second binding partner, reporter associated with the second reporter associated with the second binding partner.
- 61. A method for analyte concentration comprising capturing an analyte in a solution by a magnetic COIN attached to a first binding partner to form a magnetic COIN-containing complex comprising the analyte and the magnetic COIN attached to the first binding partner, and concentrating the magnetic COIN-containing complex in a magnetic field to form a concentrate comprising the magnetic COIN-containing complex.
- 66. An analyte separation method comprising capturing a first analyte in a solution by a magnetic COIN attached to a first binding partner to form a magnetic COIN-containing complex comprising the first analyte and the magnetic COIN attached to the first binding partner, capturing a second analyte in the solution by a non-magnetic COIN attached to a second binding partner to form a non-magnetic COIN-containing complex comprising the second analyte and the non-magnetic COIN attached to the second binding partner, and grouping the magnetic COIN-containing complex separate from the non-magnetic COIN-containing complex on a surface of a microcoil by generating a local magnetic field on the surface of the microcoil.
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69-70. -70. (canceled)
Specification