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Agent-based modeling of nuclear chromosome ensemble identifies determinants of homolog pairing during meiosis.

Ariana ChrissG Valentin BörnerShawn D Ryan
Published in: bioRxiv : the preprint server for biology (2024)
Pairing of homologous chromosomes (homologs) is a key feature of multiple cellular processes including gene expression control, chromosome break repair, and chromosome segregation. Homolog pairing during meiosis is shared among all sexually reproducing eukaryotes. Mechanistic determinants of homology-specific chromosome alignment are presently unknown. We have developed an agent-based model where contributions of the entire chromosome set to the pairing process is taken into account, comprising both homologous and non-homologous chromosomal encounters. Incorporating natural chromosome lengths, the model accurately recapitulates efficiency and kinetics of homolog pairing observed for wild-type and mutant meiosis in budding yeast, and can be adapted to nuclear dimensions and chromosome sets of other organisms.
Keyphrases
  • copy number
  • gene expression
  • dna damage
  • wild type
  • dna repair
  • genome wide
  • dna methylation
  • machine learning
  • deep learning