Disentangling Signatures of Selection Before and After European Colonization in Latin Americans
ABSTRACT: 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 con...
- Autores:
-
Bedoya Berrío, Gabriel de Jesús
Arias Pérez, William Hernán
Jaramillo Alzate, Claudia Milena
Mendoza Revilla, Javier
Chacón Duque, Juan Camilo
Fuentes Guajardo, Macarena
Ormond, Louise
Ke, Wang
Hurtado, Malena
Villegas, Valeria
Granja, Vanessa
Acuña Alonzo, Victor
Barquera, Rodrigo
Gómez Valdés, Jorge
Villamil Ramírez, Hugo
Silva de Cerqueira, Caio C.
Badillo Rivera, Keyla M.
Nieves Colón, Maria A.
R Gignoux, Christopher
Wojcik, Genevieve L.
Moreno Estrada, Andrés
Hünemeier, Tábita
Ramallo, Virginia
Schuler-Faccini, Lavinia
González José, Rolando
Bortolini, Maria Cátira
Canizales Quinteros, Samuel
Gallo, Carla
Poletti, Giovanni
Rothhammer, Francisco
Balding, David
Fumagalli, Matteo
Adhikari, Kaustubh
Ruíz Linares, Andrés
Hellenthal, Garrett
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2022
- Institución:
- Universidad de Antioquia
- Repositorio:
- Repositorio UdeA
- Idioma:
- eng
- OAI Identifier:
- oai:bibliotecadigital.udea.edu.co:10495/41087
- Acceso en línea:
- https://hdl.handle.net/10495/41087
- Palabra clave:
- Genetics, Population
Genética de Población
Genome, Human
Genoma Humano
Genomics
Genómica
Polymorphism, Single Nucleotide
Polimorfismo de Nucleótido Simple
Hispanic or Latino
Hispánicos o Latinos
https://id.nlm.nih.gov/mesh/D005828
https://id.nlm.nih.gov/mesh/D015894
https://id.nlm.nih.gov/mesh/D023281
https://id.nlm.nih.gov/mesh/D020641
https://id.nlm.nih.gov/mesh/D006630
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by/2.5/co/
| id |
UDEA2_7082bcea26b94424253fe4825204a738 |
|---|---|
| oai_identifier_str |
oai:bibliotecadigital.udea.edu.co:10495/41087 |
| network_acronym_str |
UDEA2 |
| network_name_str |
Repositorio UdeA |
| repository_id_str |
|
| dc.title.spa.fl_str_mv |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans |
| title |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans |
| spellingShingle |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans Genetics, Population Genética de Población Genome, Human Genoma Humano Genomics Genómica Polymorphism, Single Nucleotide Polimorfismo de Nucleótido Simple Hispanic or Latino Hispánicos o Latinos https://id.nlm.nih.gov/mesh/D005828 https://id.nlm.nih.gov/mesh/D015894 https://id.nlm.nih.gov/mesh/D023281 https://id.nlm.nih.gov/mesh/D020641 https://id.nlm.nih.gov/mesh/D006630 |
| title_short |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans |
| title_full |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans |
| title_fullStr |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans |
| title_full_unstemmed |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans |
| title_sort |
Disentangling Signatures of Selection Before and After European Colonization in Latin Americans |
| dc.creator.fl_str_mv |
Bedoya Berrío, Gabriel de Jesús Arias Pérez, William Hernán Jaramillo Alzate, Claudia Milena Mendoza Revilla, Javier Chacón Duque, Juan Camilo Fuentes Guajardo, Macarena Ormond, Louise Ke, Wang Hurtado, Malena Villegas, Valeria Granja, Vanessa Acuña Alonzo, Victor Barquera, Rodrigo Gómez Valdés, Jorge Villamil Ramírez, Hugo Silva de Cerqueira, Caio C. Badillo Rivera, Keyla M. Nieves Colón, Maria A. R Gignoux, Christopher Wojcik, Genevieve L. Moreno Estrada, Andrés Hünemeier, Tábita Ramallo, Virginia Schuler-Faccini, Lavinia González José, Rolando Bortolini, Maria Cátira Canizales Quinteros, Samuel Gallo, Carla Poletti, Giovanni Rothhammer, Francisco Balding, David Fumagalli, Matteo Adhikari, Kaustubh Ruíz Linares, Andrés Hellenthal, Garrett |
| dc.contributor.author.none.fl_str_mv |
Bedoya Berrío, Gabriel de Jesús Arias Pérez, William Hernán Jaramillo Alzate, Claudia Milena Mendoza Revilla, Javier Chacón Duque, Juan Camilo Fuentes Guajardo, Macarena Ormond, Louise Ke, Wang Hurtado, Malena Villegas, Valeria Granja, Vanessa Acuña Alonzo, Victor Barquera, Rodrigo Gómez Valdés, Jorge Villamil Ramírez, Hugo Silva de Cerqueira, Caio C. Badillo Rivera, Keyla M. Nieves Colón, Maria A. R Gignoux, Christopher Wojcik, Genevieve L. Moreno Estrada, Andrés Hünemeier, Tábita Ramallo, Virginia Schuler-Faccini, Lavinia González José, Rolando Bortolini, Maria Cátira Canizales Quinteros, Samuel Gallo, Carla Poletti, Giovanni Rothhammer, Francisco Balding, David Fumagalli, Matteo Adhikari, Kaustubh Ruíz Linares, Andrés Hellenthal, Garrett |
| dc.contributor.researchgroup.spa.fl_str_mv |
Genética Molecular (GENMOL) |
| dc.subject.decs.none.fl_str_mv |
Genetics, Population Genética de Población Genome, Human Genoma Humano Genomics Genómica Polymorphism, Single Nucleotide Polimorfismo de Nucleótido Simple Hispanic or Latino Hispánicos o Latinos |
| topic |
Genetics, Population Genética de Población Genome, Human Genoma Humano Genomics Genómica Polymorphism, Single Nucleotide Polimorfismo de Nucleótido Simple Hispanic or Latino Hispánicos o Latinos https://id.nlm.nih.gov/mesh/D005828 https://id.nlm.nih.gov/mesh/D015894 https://id.nlm.nih.gov/mesh/D023281 https://id.nlm.nih.gov/mesh/D020641 https://id.nlm.nih.gov/mesh/D006630 |
| dc.subject.meshuri.none.fl_str_mv |
https://id.nlm.nih.gov/mesh/D005828 https://id.nlm.nih.gov/mesh/D015894 https://id.nlm.nih.gov/mesh/D023281 https://id.nlm.nih.gov/mesh/D020641 https://id.nlm.nih.gov/mesh/D006630 |
| description |
ABSTRACT: 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. |
| publishDate |
2022 |
| dc.date.issued.none.fl_str_mv |
2022 |
| dc.date.accessioned.none.fl_str_mv |
2024-08-11T12:06:28Z |
| dc.date.available.none.fl_str_mv |
2024-08-11T12:06:28Z |
| dc.type.spa.fl_str_mv |
Artículo de investigación |
| dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
| dc.type.redcol.spa.fl_str_mv |
https://purl.org/redcol/resource_type/ART |
| dc.type.coarversion.spa.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
| dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| format |
http://purl.org/coar/resource_type/c_2df8fbb1 |
| status_str |
publishedVersion |
| dc.identifier.citation.spa.fl_str_mv |
Mendoza-Revilla J, Chacón-Duque JC, Fuentes-Guajardo M, Ormond L, Wang K, Hurtado M, Villegas V, Granja V, Acuña-Alonzo V, Jaramillo C, Arias W, Barquera R, Gómez-Valdés J, Villamil-Ramírez H, Silva de Cerqueira CC, Badillo Rivera KM, Nieves-Colón MA, Gignoux CR, Wojcik GL, Moreno-Estrada A, Hünemeier T, Ramallo V, Schuler-Faccini L, Gonzalez-José R, Bortolini MC, Canizales-Quinteros S, Gallo C, Poletti G, Bedoya G, Rothhammer F, Balding D, Fumagalli M, Adhikari K, Ruiz-Linares A, Hellenthal G. Disentangling Signatures of Selection Before and After European Colonization in Latin Americans. Mol Biol Evol. 2022 Apr 11;39(4):msac076. doi: 10.1093/molbev/msac076. |
| dc.identifier.issn.none.fl_str_mv |
0737-4038 |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/10495/41087 |
| dc.identifier.doi.none.fl_str_mv |
10.1093/molbev/msac076 |
| dc.identifier.eissn.none.fl_str_mv |
1537-1719 |
| identifier_str_mv |
Mendoza-Revilla J, Chacón-Duque JC, Fuentes-Guajardo M, Ormond L, Wang K, Hurtado M, Villegas V, Granja V, Acuña-Alonzo V, Jaramillo C, Arias W, Barquera R, Gómez-Valdés J, Villamil-Ramírez H, Silva de Cerqueira CC, Badillo Rivera KM, Nieves-Colón MA, Gignoux CR, Wojcik GL, Moreno-Estrada A, Hünemeier T, Ramallo V, Schuler-Faccini L, Gonzalez-José R, Bortolini MC, Canizales-Quinteros S, Gallo C, Poletti G, Bedoya G, Rothhammer F, Balding D, Fumagalli M, Adhikari K, Ruiz-Linares A, Hellenthal G. Disentangling Signatures of Selection Before and After European Colonization in Latin Americans. Mol Biol Evol. 2022 Apr 11;39(4):msac076. doi: 10.1093/molbev/msac076. 0737-4038 10.1093/molbev/msac076 1537-1719 |
| url |
https://hdl.handle.net/10495/41087 |
| dc.language.iso.spa.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartofjournalabbrev.spa.fl_str_mv |
Mol. Biol. Evol. |
| dc.relation.citationendpage.spa.fl_str_mv |
26 |
| dc.relation.citationissue.spa.fl_str_mv |
4 |
| dc.relation.citationstartpage.spa.fl_str_mv |
1 |
| dc.relation.citationvolume.spa.fl_str_mv |
39 |
| dc.relation.ispartofjournal.spa.fl_str_mv |
Molecular Biology and Evolution |
| dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by/2.5/co/ |
| dc.rights.uri.spa.fl_str_mv |
https://creativecommons.org/licenses/by/4.0/ |
| dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
| dc.rights.coar.spa.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
| rights_invalid_str_mv |
http://creativecommons.org/licenses/by/2.5/co/ https://creativecommons.org/licenses/by/4.0/ http://purl.org/coar/access_right/c_abf2 |
| eu_rights_str_mv |
openAccess |
| dc.format.extent.spa.fl_str_mv |
26 páginas |
| dc.format.mimetype.spa.fl_str_mv |
application/pdf |
| dc.publisher.spa.fl_str_mv |
Oxford University Press |
| dc.publisher.place.spa.fl_str_mv |
Nueva York, Estados Unidos |
| institution |
Universidad de Antioquia |
| bitstream.url.fl_str_mv |
https://bibliotecadigital.udea.edu.co/bitstreams/b8656950-ade3-4aa1-b992-7a99a24bc5ea/download https://bibliotecadigital.udea.edu.co/bitstreams/edf8453d-b079-43d1-80ef-7e694f4e3082/download https://bibliotecadigital.udea.edu.co/bitstreams/22ba96fe-82c3-4170-ba0a-8471b13b7e0d/download https://bibliotecadigital.udea.edu.co/bitstreams/9f035322-ef1e-40bd-86ad-49e45a0f48a5/download https://bibliotecadigital.udea.edu.co/bitstreams/d1302cf1-28db-43ce-adf1-2902909bc03e/download |
| bitstream.checksum.fl_str_mv |
8411a6bad3cc7a7deaf83e0d0c0e9524 8a4605be74aa9ea9d79846c1fba20a33 1646d1f6b96dbbbc38035efc9239ac9c 4a9f62254a607b58ce7e6f307123b760 b1d3d76ab1181ff3111f0d2f8afa86f2 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositorio Institucional de la Universidad de Antioquia |
| repository.mail.fl_str_mv |
aplicacionbibliotecadigitalbiblioteca@udea.edu.co |
| _version_ |
1851052652844023808 |
| spelling |
Bedoya Berrío, Gabriel de JesúsArias Pérez, William HernánJaramillo Alzate, Claudia MilenaMendoza Revilla, JavierChacón Duque, Juan CamiloFuentes Guajardo, MacarenaOrmond, LouiseKe, WangHurtado, MalenaVillegas, ValeriaGranja, VanessaAcuña Alonzo, VictorBarquera, RodrigoGómez Valdés, JorgeVillamil Ramírez, HugoSilva de Cerqueira, Caio C.Badillo Rivera, Keyla M.Nieves Colón, Maria A.R Gignoux, ChristopherWojcik, Genevieve L.Moreno Estrada, AndrésHünemeier, TábitaRamallo, VirginiaSchuler-Faccini, LaviniaGonzález José, RolandoBortolini, Maria CátiraCanizales Quinteros, SamuelGallo, CarlaPoletti, GiovanniRothhammer, FranciscoBalding, DavidFumagalli, MatteoAdhikari, KaustubhRuíz Linares, AndrésHellenthal, GarrettGenética Molecular (GENMOL)2024-08-11T12:06:28Z2024-08-11T12:06:28Z2022Mendoza-Revilla J, Chacón-Duque JC, Fuentes-Guajardo M, Ormond L, Wang K, Hurtado M, Villegas V, Granja V, Acuña-Alonzo V, Jaramillo C, Arias W, Barquera R, Gómez-Valdés J, Villamil-Ramírez H, Silva de Cerqueira CC, Badillo Rivera KM, Nieves-Colón MA, Gignoux CR, Wojcik GL, Moreno-Estrada A, Hünemeier T, Ramallo V, Schuler-Faccini L, Gonzalez-José R, Bortolini MC, Canizales-Quinteros S, Gallo C, Poletti G, Bedoya G, Rothhammer F, Balding D, Fumagalli M, Adhikari K, Ruiz-Linares A, Hellenthal G. Disentangling Signatures of Selection Before and After European Colonization in Latin Americans. Mol Biol Evol. 2022 Apr 11;39(4):msac076. doi: 10.1093/molbev/msac076.0737-4038https://hdl.handle.net/10495/4108710.1093/molbev/msac0761537-1719ABSTRACT: 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.Universidad de Antioquia. Vicerrectoría de investigación. Comité para el Desarrollo de la Investigación - CODILeverhulme TrustNational Natural Science Foundation of ChinaScience and Technology Commission of Shanghai MunicipalityMinistry of Science and Technology of ChinaShanghai Municipal Science and TechnologyAix-Marseille UniversitéWellcome TrustNIHR Biomedical Research Centre at The Royal Marsden and the ICRFundação de Amparo à Pesquisa do Estado do Rio Grande do SulCoordenação de Aperfeicoamento de Pessoal de Nível SuperiorConsejo Nacional de Ciencia, Tecnología e Innovación TecnológicaCOL000672326 páginasapplication/pdfengOxford University PressNueva York, Estados Unidoshttp://creativecommons.org/licenses/by/2.5/co/https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Disentangling Signatures of Selection Before and After European Colonization in Latin AmericansArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionGenetics, PopulationGenética de PoblaciónGenome, HumanGenoma HumanoGenomicsGenómicaPolymorphism, Single NucleotidePolimorfismo de Nucleótido SimpleHispanic or LatinoHispánicos o Latinoshttps://id.nlm.nih.gov/mesh/D005828https://id.nlm.nih.gov/mesh/D015894https://id.nlm.nih.gov/mesh/D023281https://id.nlm.nih.gov/mesh/D020641https://id.nlm.nih.gov/mesh/D006630Mol. Biol. Evol.264139Molecular Biology and EvolutionCODI 2013- 2014RPG-2018-208 to MF#31771393 to ARL18490750300 to ARL2020YFE0201600 to ARL2017SHZDZX01 to ARL and B13016 to ARLA*MIDEX098386/Z/12/Z to GHBB/R01356X/1Apoio a Núcleos de Excelência ProgramJM-R224-2014-FONDECYTRoR:03bp5hc83RoR:012mzw131RoR:01h0zpd94RoR:03kt66j61RoR:035xkbk20RoR:029chgv08RoR:014ktry78RoR:05k49za97RoR:00x0ma614RoR:05c7j7r25PublicationORIGINALBedoya_Gabriel_2022_Disentangling_European_Colonization.pdfBedoya_Gabriel_2022_Disentangling_European_Colonization.pdfArtículo de investigaciónapplication/pdf2304343https://bibliotecadigital.udea.edu.co/bitstreams/b8656950-ade3-4aa1-b992-7a99a24bc5ea/download8411a6bad3cc7a7deaf83e0d0c0e9524MD51trueAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/edf8453d-b079-43d1-80ef-7e694f4e3082/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8927https://bibliotecadigital.udea.edu.co/bitstreams/22ba96fe-82c3-4170-ba0a-8471b13b7e0d/download1646d1f6b96dbbbc38035efc9239ac9cMD52falseAnonymousREADTEXTBedoya_Gabriel_2022_Disentangling_European_Colonization.pdf.txtBedoya_Gabriel_2022_Disentangling_European_Colonization.pdf.txtExtracted texttext/plain100685https://bibliotecadigital.udea.edu.co/bitstreams/9f035322-ef1e-40bd-86ad-49e45a0f48a5/download4a9f62254a607b58ce7e6f307123b760MD54falseAnonymousREADTHUMBNAILBedoya_Gabriel_2022_Disentangling_European_Colonization.pdf.jpgBedoya_Gabriel_2022_Disentangling_European_Colonization.pdf.jpgGenerated Thumbnailimage/jpeg17558https://bibliotecadigital.udea.edu.co/bitstreams/d1302cf1-28db-43ce-adf1-2902909bc03e/downloadb1d3d76ab1181ff3111f0d2f8afa86f2MD55falseAnonymousREAD10495/41087oai:bibliotecadigital.udea.edu.co:10495/410872025-03-27 01:41:43.272http://creativecommons.org/licenses/by/2.5/co/open.accesshttps://bibliotecadigital.udea.edu.coRepositorio Institucional de la Universidad de Antioquiaaplicacionbibliotecadigitalbiblioteca@udea.edu.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 |
