Temporal epistasis inference from more than 3 500 000 SARS-CoV-2 genomic sequences

Hong-Li Zeng, Yue Liu, Vito Dichio, and Erik Aurell
Phys. Rev. E 106, 044409 – Published 17 October 2022

Abstract

We use direct coupling analysis (DCA) to determine epistatic interactions between loci of variability of the SARS-CoV-2 virus, segmenting genomes by month of sampling. We use full-length, high-quality genomes from the GISAID repository up to October 2021 for a total of over 3 500 000 genomes. We find that DCA terms are more stable over time than correlations but nevertheless change over time as mutations disappear from the global population or reach fixation. Correlations are enriched for phylogenetic effects, and in particularly statistical dependencies at short genomic distances, while DCA brings out links at longer genomic distance. We discuss the validity of a DCA analysis under these conditions in terms of a transient auasilinkage equilibrium state. We identify putative epistatic interaction mutations involving loci in spike.

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  • Received 24 February 2022
  • Accepted 19 September 2022

DOI:https://doi.org/10.1103/PhysRevE.106.044409

©2022 American Physical Society

Physics Subject Headings (PhySH)

Physics of Living SystemsStatistical Physics & Thermodynamics

Authors & Affiliations

Hong-Li Zeng1,*, Yue Liu1, Vito Dichio2,3, and Erik Aurell4,†

  • 1School of Science, Nanjing University of Posts and Telecommunications, New Energy Technology Engineering Laboratory of Jiangsu Province, Nanjing 210023, China
  • 2Inria Paris, Aramis Project Team, Paris 75013, France
  • 3Institut du Cerveau, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Paris, France
  • 4Department of Computational Science and Technology, AlbaNova University Center, SE-106 91 Stockholm, Sweden

  • *hlzeng@njupt.edu.cn
  • eaurell@kth.se

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Issue

Vol. 106, Iss. 4 — October 2022

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