CELL-TYPE IDENTIFICATION
    69.
    发明公开

    公开(公告)号:US20230317204A1

    公开(公告)日:2023-10-05

    申请号:US17922342

    申请日:2021-04-29

    IPC分类号: G16B20/00 G16B25/10 G16B40/20

    CPC分类号: G16B20/00 G16B25/10 G16B40/20

    摘要: The present invention provides a method comprising (a) obtaining a single cell gene expression profile comprising gene expression measurements for a set of genes, for a plurality of cells, and a single cell protein expression profile comprising protein expression measurements for two or more proteins, for the plurality of cells; (b) using the single cell protein expression profiles and an unsupervised learning method to assign a cell type class to at least some of the plurality of cells; and(d) applying a feature selection process to the single gene expression profiles to identify genes in the single cell gene expression profiles that are predictive of the cell type classes assigned in step (b), wherein the genes identified in step (d) form a predictor set of genes for predicting the cell type of one or more cells.