bioRxiv preprint doi: https://doi.org/10.1101/2020.12.03.410233; this version posted December 3, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY 4.0 International license. Horizontal gene transfer and recombination analysis of SARS-CoV-2 genes helps discover its close relatives and shed light on its origin Vladimir Makarenkov1*, Bogdan Mazoure2*, Guillaume Rabusseau2,3 and Pierre Legendre4 1. Département d’informatique, Université du Québec à Montréal, Montréal, QC, Canada 2. Montreal Institute for Learning Algorithms (Mila), Montréal, QC, Canada 3. Département d'informatique et de recherche opérationnelle, Université de Montréal, Montréal, QC, Canada 4. Département de sciences biologiques, Université de Montréal, C. P. 6128, succursale Centre-ville, Montréal, QC, H3C 3J7 Canada *Both authors contributed equally to this manuscript. Vladimir Makarenkov is the corresponding author of this manuscript (email:
[email protected]) Abstract Background The SARS-CoV-2 pandemic is among the most dangerous infectious diseases that have emerged in recent history. Human CoV strains discovered during previous SARS outbreaks have been hypothesized to pass from bats to humans using intermediate hosts, e.g. civets for SARS-CoV and camels for MERS-CoV. The discovery of an intermediate host of SARS-CoV-2 and the identification of specific mechanism of its emergence in humans are topics of primary evolutionary importance. In this study we investigate the evolutionary patterns of 11 main genes of SARS-CoV-2.