Nature Communications (Nov 2024)

Inter-chromosomal contacts demarcate genome topology along a spatial gradient

  • Milad Mokhtaridoost,
  • Jordan J. Chalmers,
  • Marzieh Soleimanpoor,
  • Brandon J. McMurray,
  • Daniella F. Lato,
  • Son C. Nguyen,
  • Viktoria Musienko,
  • Joshua O. Nash,
  • Sergio Espeso-Gil,
  • Sameen Ahmed,
  • Kate Delfosse,
  • Jared W. L. Browning,
  • A. Rasim Barutcu,
  • Michael D. Wilson,
  • Thomas Liehr,
  • Adam Shlien,
  • Samin Aref,
  • Eric F. Joyce,
  • Anja Weise,
  • Philipp G. Maass

DOI
https://doi.org/10.1038/s41467-024-53983-y
Journal volume & issue
Vol. 15, no. 1
pp. 1 – 17

Abstract

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Abstract Non-homologous chromosomal contacts (NHCCs) between different chromosomes participate considerably in gene and genome regulation. Due to analytical challenges, NHCCs are currently considered as singular, stochastic events, and their extent and fundamental principles across cell types remain controversial. We develop a supervised and unsupervised learning algorithm, termed Signature, to call NHCCs in Hi-C datasets to advance our understanding of genome topology. Signature reveals 40,282 NHCCs and their properties across 62 Hi-C datasets of 53 diploid human cell types. Genomic regions of NHCCs are gene-dense, highly expressed, and harbor genes for cell-specific and sex-specific functions. Extensive inter-telomeric and inter-centromeric clustering occurs across cell types [Rabl’s configuration] and 61 NHCCs are consistently found at the nuclear speckles. These constitutive ‘anchor loci’ facilitate an axis of genome activity whilst cell-type-specific NHCCs act in discrete hubs. Our results suggest that non-random chromosome positioning is supported by constitutive NHCCs that shape genome topology along an off-centered spatial gradient of genome activity.