Extensive Chromatin Structure-Function Associations Revealed by Accurate 3D Compartmentalization Characterization
Overview
Affiliations
A/B compartments are observed in Hi-C data and coincide with eu/hetero-chromatin. However, many genomic regions are ambiguous under A/B compartment scheme. We develop MOSAIC (MOdularity and Singular vAlue decomposition-based Identification of Compartments), an accurate compartmental state detection scheme. MOSAIC reveals that those ambiguous regions segregate into two additional compartmental states, which typically correspond to short genomic regions flanked by long canonical A/B compartments with opposite activities. They are denoted as micro-compartments accordingly. In contrast to the canonical A/B compartments, micro-compartments cover ∼30% of the genome and are highly dynamic across cell types. More importantly, distinguishing the micro-compartments underpins accurate characterization of chromatin structure-function relationship. By applying MOSAIC to GM12878 and K562 cells, we identify , and which show concordance between gene expression and compartmental states beyond the scheme of A/B compartments. Taken together, MOSAIC uncovers fine-scale and dynamic compartmental states underlying transcriptional regulation and disease.
Node features of chromosome structure networks and their connections to genome annotation.
Xu Y, Das P, McCord R, Shen T Comput Struct Biotechnol J. 2024; 23:2240-2250.
PMID: 38827231 PMC: 11140560. DOI: 10.1016/j.csbj.2024.05.026.
HiCrayon reveals distinct layers of multi-state 3D chromatin organization.
Nolan B, Harris H, Kalluchi A, Reznicek T, Cummings C, Rowley M bioRxiv. 2024; .
PMID: 38405883 PMC: 10888951. DOI: 10.1101/2024.02.11.579821.
Chromosome compartmentalization: causes, changes, consequences, and conundrums.
Li H, Playter C, Das P, McCord R Trends Cell Biol. 2024; 34(9):707-727.
PMID: 38395734 PMC: 11339242. DOI: 10.1016/j.tcb.2024.01.009.
Considerations and caveats for analyzing chromatin compartments.
Kalluchi A, Harris H, Reznicek T, Rowley M Front Mol Biosci. 2023; 10:1168562.
PMID: 37091873 PMC: 10113542. DOI: 10.3389/fmolb.2023.1168562.