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Systematic assessment of gene co-regulation within chromatin domains determines differentially active domains across human cancers.
Zufferey, Marie; Liu, Yuanlong; Tavernari, Daniele; Mina, Marco; Ciriello, Giovanni.
Affiliation
  • Zufferey M; Department of Computational Biology, University of Lausanne (UNIL), Lausanne, Switzerland.
  • Liu Y; Swiss Cancer Center Leman, Lausanne, Switzerland.
  • Tavernari D; Swiss Institute of Bioinformatics, Lausanne, Switzerland.
  • Mina M; Department of Computational Biology, University of Lausanne (UNIL), Lausanne, Switzerland.
  • Ciriello G; Swiss Cancer Center Leman, Lausanne, Switzerland.
Genome Biol ; 22(1): 218, 2021 08 03.
Article in En | MEDLINE | ID: mdl-34344431
BACKGROUND: Spatial interactions and insulation of chromatin regions are associated with transcriptional regulation. Domains of frequent chromatin contacts are proposed as functional units, favoring and delimiting gene regulatory interactions. However, contrasting evidence supports the association between chromatin domains and transcription. RESULT: Here, we assess gene co-regulation in chromatin domains across multiple human cancers, which exhibit great transcriptional heterogeneity. Across all datasets, gene co-regulation is observed only within a small yet significant number of chromatin domains. We design an algorithmic approach to identify differentially active domains (DADo) between two conditions and show that these provide complementary information to differentially expressed genes. Domains comprising co-regulated genes are enriched in the less active B sub-compartments and for genes with similar function. Notably, differential activation of chromatin domains is not associated with major changes of domain boundaries, but rather with changes of sub-compartments and intra-domain contacts. CONCLUSION: Overall, gene co-regulation is observed only in a minority of chromatin domains, whose systematic identification will help unravel the relationship between chromatin structure and transcription.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Chromatin / Gene Expression Regulation, Neoplastic / Gene Regulatory Networks / Neoplasm Proteins / Neoplasms Limits: Humans Language: En Journal: Genome Biol Journal subject: BIOLOGIA MOLECULAR / GENETICA Year: 2021 Document type: Article Affiliation country: Switzerland Country of publication: United kingdom

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Chromatin / Gene Expression Regulation, Neoplastic / Gene Regulatory Networks / Neoplasm Proteins / Neoplasms Limits: Humans Language: En Journal: Genome Biol Journal subject: BIOLOGIA MOLECULAR / GENETICA Year: 2021 Document type: Article Affiliation country: Switzerland Country of publication: United kingdom