Understanding Tissue-specific Gene Regulation
Abhijeet R. SonawaneiD, John PlatigiD, Maud FagnyiD, Cho-Yi CheniD, Joseph Nathaniel PaulsoniD, Camila M. Lopes‐RamosiD, Dawn Lisa DeMeoiD, John F QuackenbushiD, Kimberly GlassiD, Marieke L. KuijjeriD
Abstract
Although all human tissues carry out common processes, tissues are distinguished by gene expres-sion patterns, implying that distinct regulatory programs control tissue-specificity. In this study, we investigate gene expression and regulation across 38 tissues profiled in the Genotype-Tissue Expression project. We find that network edges (transcription factor to target gene connections) have higher tissue-specificity than network nodes (genes) and that regulating nodes (transcription factors) are less likely to be expressed in a tissue-specific manner as compared to their targets (genes). Gene set enrichment analysis of network targeting also indicates that regulation of tissue-specific function is largely independent of transcription factor expression. In addition, tissue-specific genes are not highly targeted in their corresponding tissue-network. However, they do assume bottleneck positions due to variability in transcription factor targeting and the influence of non-canonical regulatory interactions. These results suggest that tissue-specificity is driven by context-dependent regulatory paths, providing transcriptional control of tissue-specific processes.
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