Methods and systems for identifying target genes
摘要:
The present disclosure provides methods and systems for identification of genomic regions for therapeutic targeting. A method for identifying one or more genomic regions for therapeutic targeting, which may facilitate re-programming of a cell from one phenotypic state to another, may comprise: providing single-cell RNA-seq data for a plurality of diseased cells and a plurality of normal cells of a cell type; mapping the single-cell RNA-seq data for the plurality of diseased cells and the plurality of normal cells into a latent space corresponding to a plurality of phenotypic states of the cell type; identifying, based at least in part on a topology of the latent space, the one or more genomic regions for therapeutic targeting; and electronically outputting the one or more genomic regions for therapeutic targeting.
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