Decoding stress specific transcriptional regulation by causality aware Graph-Transformer deep learning

Cells respond to environmental stimuli through transcriptional reprogramming orchestrated by transcription factors (TFs) which interpret cis-regulatory DNA sequences to determine the timing and locations of gene expression. The diversification of TFs and their interactions with cis-regulatory elemen...

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Bibliographic Details
Main Authors: Umesh Bhati, Akanksha Sharma, Sagar Gupta, Anchit Kumar, Upendra Kumar Pradhan, Ravi Shankar
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Current Plant Biology
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Online Access:http://www.sciencedirect.com/science/article/pii/S2214662825000891
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