Analysis of high-resolution 3D intrachromosomal interactions aided by Bayesian network modeling.

ABSTRACT: Long-range intrachromosomal interactions play an important role in 3D chromosome structure and function, but our understanding of how various factors contribute to the strength of these interactions remains poor. In this study we used a recently developed analysis framework for Bayesian network (BN) modeling to analyze publicly available datasets for intrachromosomal interactions. We investigated how 106 variables affect the pairwise interactions of over 10 million 5-kb DNA segments in the B-lymphocyte cell line GB12878. Strictly data-driven BN modeling indicates that the strength of intrachromosomal interactions (hic_strength) is directly influenced by only four types of factors: distance between segments, Rad21 or SMC3 (cohesin components),transcription at transcription start sites (TSS)

SUBMITTER: Zhang X 

PROVIDER: S-EPMC5715735 | biostudies-literature | 2017 Nov

REPOSITORIES: biostudies-literature