| CPC G01N 33/505 (2013.01) [B01L 3/502761 (2013.01); G01N 33/5014 (2013.01); B01L 2200/0647 (2013.01)] | 23 Claims |
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1. A method of assaying for antigen-specific cytotoxicity of a T lymphocyte (T cell) in a microfluidic device, the method comprising:
disposing the T cell within the microfluidic device; wherein the microfluidic device comprises a flow region for containing a flow of a first fluidic medium and a chamber opening to the flow region;
disposing a target cell in proximity to the T cell, wherein the target cell is configured to capture a secreted biomolecule from the T cell;
detecting the secreted biomolecule captured by the target cell after a period of exposure in proximity to the T cell by:
receiving a first image and one or more second images of a region of interest;
transforming each of the one or more second images to optically align with the first image;
processing pixel data in the first image using a machine learning algorithm to detect target cells present in the region of interest, the detection comprising identifying a boundary of each target cell; and
detecting a signal located within the boundary of each detected target cell in each of the one or more second images; and
determining the viability of the target cell after a period of exposure in proximity to the T cell.
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