Article

Decomposing multi-scale dynamic regulation from single-cell multiomics with scMagnify

2026-02-06

Abstract excerpt

Deciphering the highly coupled regulatory circuits that drive cellular dynamics remains a fundamental goal in biology. However, capturing the multi-scale time-lagged dynamics and combinatorial regulatory logic of gene regulation remains computationally challenging. Here we present scMagnify, a deep-learning-based framework that leverages multiomic single-cell assays of chromatin accessibility and gene expression v...

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Literature Corpus work: d9680d29-aac1-591e-bf64-e83ff94ee745
DOI: 10.64898/2026.02.03.703669

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