TY - JOUR
T1 - Disentangling Signatures of Selection before and after European Colonization in Latin Americans
AU - Mendoza-Revilla, Javier
AU - Chacón-Duque, J. Camilo
AU - Fuentes-Guajardo, Macarena
AU - Ormond, Louise
AU - Wang, Ke
AU - Hurtado, Malena
AU - Villegas, Valeria
AU - Granja, Vanessa
AU - Acuña-Alonzo, Victor
AU - Jaramillo, Claudia
AU - Arias, William
AU - Barquera, Rodrigo
AU - Gómez-ValdCrossed D Sign©s, Jorge
AU - Villamil-Ramírez, Hugo
AU - Silva De Cerqueira, Caio C.
AU - Badillo Rivera, Keyla M.
AU - Nieves-Colón, Maria A.
AU - Gignoux, Christopher R.
AU - Wojcik, Genevieve L.
AU - Moreno-Estrada, Andrcrossed D.Sign©s
AU - Hünemeier, Tábita
AU - Ramallo, Virginia
AU - Schuler-Faccini, Lavinia
AU - Gonzalez-JosCrossed D Sign©, Rolando
AU - Bortolini, Maria Cátira
AU - Canizales-Quinteros, Samuel
AU - Gallo, Carla
AU - Poletti, Giovanni
AU - Bedoya, Gabriel
AU - Rothhammer, Francisco
AU - Balding, David
AU - Fumagalli, Matteo
AU - Adhikari, Kaustubh
AU - Ruiz-Linares, Andrcrossed D.Sign©s
AU - Hellenthal, Garrett
N1 - Publisher Copyright:
© 2022 The Author(s) 2022. Published by Oxford University Press on behalf of Society for Molecular Biology and Evolution.
PY - 2022
Y1 - 2022
N2 - Throughout human evolutionary history, large-scale migrations have led to intermixing (i.e., admixture) between previously separated human groups. Although classical and recent work have shown that studying admixture can yield novel historical insights, the extent to which this process contributed to adaptation remains underexplored. Here, we introduce a novel statistical model, specific to admixed populations, that identifies loci under selection while determining whether the selection likely occurred post-admixture or prior to admixture in one of the ancestral source populations. Through extensive simulations, we show that this method is able to detect selection, even in recently formed admixed populations, and to accurately differentiate between selection occurring in the ancestral or admixed population. We apply this method to genome-wide SNP data of ∼4,000 individuals in five admixed Latin American cohorts from Brazil, Chile, Colombia, Mexico, and Peru. Our approach replicates previous reports of selection in the human leukocyte antigen region that are consistent with selection post-admixture. We also report novel signals of selection in genomic regions spanning 47 genes, reinforcing many of these signals with an alternative, commonly used local-ancestry-inference approach. These signals include several genes involved in immunity, which may reflect responses to endemic pathogens of the Americas and to the challenge of infectious disease brought by European contact. In addition, some of the strongest signals inferred to be under selection in the Native American ancestral groups of modern Latin Americans overlap with genes implicated in energy metabolism phenotypes, plausibly reflecting adaptations to novel dietary sources available in the Americas.
AB - Throughout human evolutionary history, large-scale migrations have led to intermixing (i.e., admixture) between previously separated human groups. Although classical and recent work have shown that studying admixture can yield novel historical insights, the extent to which this process contributed to adaptation remains underexplored. Here, we introduce a novel statistical model, specific to admixed populations, that identifies loci under selection while determining whether the selection likely occurred post-admixture or prior to admixture in one of the ancestral source populations. Through extensive simulations, we show that this method is able to detect selection, even in recently formed admixed populations, and to accurately differentiate between selection occurring in the ancestral or admixed population. We apply this method to genome-wide SNP data of ∼4,000 individuals in five admixed Latin American cohorts from Brazil, Chile, Colombia, Mexico, and Peru. Our approach replicates previous reports of selection in the human leukocyte antigen region that are consistent with selection post-admixture. We also report novel signals of selection in genomic regions spanning 47 genes, reinforcing many of these signals with an alternative, commonly used local-ancestry-inference approach. These signals include several genes involved in immunity, which may reflect responses to endemic pathogens of the Americas and to the challenge of infectious disease brought by European contact. In addition, some of the strongest signals inferred to be under selection in the Native American ancestral groups of modern Latin Americans overlap with genes implicated in energy metabolism phenotypes, plausibly reflecting adaptations to novel dietary sources available in the Americas.
KW - Latin Americans
KW - Native Americans
KW - admixture
KW - natural selection
UR - http://www.scopus.com/inward/record.url?scp=85128801846&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85128801846&partnerID=8YFLogxK
U2 - 10.1093/molbev/msac076
DO - 10.1093/molbev/msac076
M3 - Article
C2 - 35460423
AN - SCOPUS:85128801846
SN - 0737-4038
VL - 39
JO - Molecular biology and evolution
JF - Molecular biology and evolution
IS - 4
M1 - msac076
ER -