Nature Communications (Nov 2021)

Co-evolution based machine-learning for predicting functional interactions between human genes

  • Doron Stupp,
  • Elad Sharon,
  • Idit Bloch,
  • Marinka Zitnik,
  • Or Zuk,
  • Yuval Tabach

DOI
https://doi.org/10.1038/s41467-021-26792-w
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 14

Abstract

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With the rise in number of eukaryotic species being fully sequenced, large scale phylogenetic profiling can give insights on gene function, Here, the authors describe a machine-learning approach that integrates co-evolution across eukaryotic clades to predict gene function and functional interactions among human genes.