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The corrected gene proximity map for analyzing the 3D genome organization using Hi-C data.

Cheng YeAlberto PaccanaroMark GersteinKoon-Kiu Yan
Published in: BMC bioinformatics (2020)
The Corrected Gene Proximity map is a map of the 3D structure of the genome on a global scale. It allows the simultaneous analysis of intra- and inter- chromosomal interactions and of gene co-regulation and co-localization more effectively than the map obtained by raw contact frequencies, thus revealing hidden associations between global spatial positioning and gene expression. The flexible graph-based formalism of the CGP map can be easily generalized to study any existing Hi-C datasets.
Keyphrases
  • genome wide
  • copy number
  • gene expression
  • high density
  • dna methylation
  • genome wide identification
  • electronic health record
  • deep learning