Dey Lab

Sloan-Kettering Inst Can Research

New York · United States

NIH-funded
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NIH R01 · 2025

Decoding disease-critical genomic architecture using multimodal single-cell omics data

Project Summary/Abstract Understanding the functional architecture of human diseases and traits at a cellular resolution is critical for informing follow-up functional characterization experiments and nominating genes and pathways for developing drug targets. Large scale omics data encompassing multiple modalities (RNA-seq, ATAC-seq, ChiP-seq), a broad range of tissues and cell types, and diverse biological contexts, such as disease stages, developmental trajectories, and gene perturbations, offer significant new resources to gain a deeper understanding of the genetic architecture of complex diseases. In this proposal, we plan to develop statistical and machine learning approaches that…

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