Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape
ABSTRACT: We report a genome-wide association study of facial features in >6000 Latin Americans based on automatic landmarking of 2D portraits and testing for association with inter-landmark distances. We detected significant associations (P-value <5 × 10-8) at 42 genome regions, nine of which...
- Autores:
-
Jaramillo Alzate, Claudia Milena
Arias Pérez, William Hernán
Ruíz Linares, Andrés
Rojas Montoya, Winston
Faux, Pierre
Delgado, Miguel Eduardo
Bonfante, Betty
Fuentes Guajardo, Macarena
Mendoza Revilla, Javier
Chacón Duque, Juan Camilo
Hurtado, Malena
Villegas, Valeria
Granja, Vanessa
Barquera, Rodrigo
Everardo Martínez, Paola
Sánchez Quinto, Mirsha
Gómez Valdés, Jorge
Villamil Ramírez, Hugo
Silva de Cerqueira, Caio C.
Hünemeier, Tábita
Ramallo, Virginia
Wu, Sijie
Du, Siyuan
Giardina, Andrea
Subhra Paria, Soumya
Khokan, Mahfuzur Rahman
González José, Rolando
Schüler Faccini, Lavinia
Bortolini, María Cátira
Acuña Alonzo, Víctor
Canizales Quinteros, Samuel
Gallo, Carla
Poletti, Giovanni
Rothhammer, Francisco
Navarro, Nicolás
Wang, Sijia
Adhikari, Kaustubh
Chen, Jieyi
Li, Qing
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2023
- Institución:
- Universidad de Antioquia
- Repositorio:
- Repositorio UdeA
- Idioma:
- eng
- OAI Identifier:
- oai:bibliotecadigital.udea.edu.co:10495/41002
- Acceso en línea:
- https://hdl.handle.net/10495/41002
- Palabra clave:
- Cell Differentiation
Diferenciación Celular
Genome-Wide Association Study
Estudio de Asociación del Genoma Completo
Neanderthals
Hombre de Neandertal
Nose
Nariz
https://id.nlm.nih.gov/mesh/D002454
https://id.nlm.nih.gov/mesh/D055106
https://id.nlm.nih.gov/mesh/D059125
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by/2.5/co/
| id |
UDEA2_afcb64c6ceb7b7c019acda7a6ecb46f6 |
|---|---|
| oai_identifier_str |
oai:bibliotecadigital.udea.edu.co:10495/41002 |
| network_acronym_str |
UDEA2 |
| network_name_str |
Repositorio UdeA |
| repository_id_str |
|
| dc.title.spa.fl_str_mv |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape |
| title |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape |
| spellingShingle |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape Cell Differentiation Diferenciación Celular Genome-Wide Association Study Estudio de Asociación del Genoma Completo Neanderthals Hombre de Neandertal Nose Nariz https://id.nlm.nih.gov/mesh/D002454 https://id.nlm.nih.gov/mesh/D055106 https://id.nlm.nih.gov/mesh/D059125 |
| title_short |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape |
| title_full |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape |
| title_fullStr |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape |
| title_full_unstemmed |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape |
| title_sort |
Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape |
| dc.creator.fl_str_mv |
Jaramillo Alzate, Claudia Milena Arias Pérez, William Hernán Ruíz Linares, Andrés Rojas Montoya, Winston Faux, Pierre Delgado, Miguel Eduardo Bonfante, Betty Fuentes Guajardo, Macarena Mendoza Revilla, Javier Chacón Duque, Juan Camilo Hurtado, Malena Villegas, Valeria Granja, Vanessa Barquera, Rodrigo Everardo Martínez, Paola Sánchez Quinto, Mirsha Gómez Valdés, Jorge Villamil Ramírez, Hugo Silva de Cerqueira, Caio C. Hünemeier, Tábita Ramallo, Virginia Wu, Sijie Du, Siyuan Giardina, Andrea Subhra Paria, Soumya Khokan, Mahfuzur Rahman González José, Rolando Schüler Faccini, Lavinia Bortolini, María Cátira Acuña Alonzo, Víctor Canizales Quinteros, Samuel Gallo, Carla Poletti, Giovanni Rothhammer, Francisco Navarro, Nicolás Wang, Sijia Adhikari, Kaustubh Chen, Jieyi Li, Qing |
| dc.contributor.author.none.fl_str_mv |
Jaramillo Alzate, Claudia Milena Arias Pérez, William Hernán Ruíz Linares, Andrés Rojas Montoya, Winston Faux, Pierre Delgado, Miguel Eduardo Bonfante, Betty Fuentes Guajardo, Macarena Mendoza Revilla, Javier Chacón Duque, Juan Camilo Hurtado, Malena Villegas, Valeria Granja, Vanessa Barquera, Rodrigo Everardo Martínez, Paola Sánchez Quinto, Mirsha Gómez Valdés, Jorge Villamil Ramírez, Hugo Silva de Cerqueira, Caio C. Hünemeier, Tábita Ramallo, Virginia Wu, Sijie Du, Siyuan Giardina, Andrea Subhra Paria, Soumya Khokan, Mahfuzur Rahman González José, Rolando Schüler Faccini, Lavinia Bortolini, María Cátira Acuña Alonzo, Víctor Canizales Quinteros, Samuel Gallo, Carla Poletti, Giovanni Rothhammer, Francisco Navarro, Nicolás Wang, Sijia Adhikari, Kaustubh Chen, Jieyi Li, Qing |
| dc.contributor.researchgroup.spa.fl_str_mv |
Genética Molecular (GENMOL) |
| dc.subject.decs.none.fl_str_mv |
Cell Differentiation Diferenciación Celular Genome-Wide Association Study Estudio de Asociación del Genoma Completo Neanderthals Hombre de Neandertal Nose |
| topic |
Cell Differentiation Diferenciación Celular Genome-Wide Association Study Estudio de Asociación del Genoma Completo Neanderthals Hombre de Neandertal Nose Nariz https://id.nlm.nih.gov/mesh/D002454 https://id.nlm.nih.gov/mesh/D055106 https://id.nlm.nih.gov/mesh/D059125 |
| dc.subject.agrovoc.none.fl_str_mv |
Nariz |
| dc.subject.meshuri.none.fl_str_mv |
https://id.nlm.nih.gov/mesh/D002454 https://id.nlm.nih.gov/mesh/D055106 https://id.nlm.nih.gov/mesh/D059125 |
| description |
ABSTRACT: We report a genome-wide association study of facial features in >6000 Latin Americans based on automatic landmarking of 2D portraits and testing for association with inter-landmark distances. We detected significant associations (P-value <5 × 10-8) at 42 genome regions, nine of which have been previously reported. In follow-up analyses, 26 of the 33 novel regions replicate in East Asians, Europeans, or Africans, and one mouse homologous region influences craniofacial morphology in mice. The novel region in 1q32.3 shows introgression from Neanderthals and we find that the introgressed tract increases nasal height (consistent with the differentiation between Neanderthals and modern humans). Novel regions include candidate genes and genome regulatory elements previously implicated in craniofacial development, and show preferential transcription in cranial neural crest cells. The automated approach used here should simplify the collection of large study samples from across the world, facilitating a cosmopolitan characterization of the genetics of facial features. |
| publishDate |
2023 |
| dc.date.issued.none.fl_str_mv |
2023 |
| dc.date.accessioned.none.fl_str_mv |
2024-08-06T16:19:58Z |
| dc.date.available.none.fl_str_mv |
2024-08-06T16:19:58Z |
| 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 |
Li Q, Chen J, Faux P, Delgado ME, Bonfante B, Fuentes-Guajardo M, Mendoza-Revilla J, Chacón-Duque JC, Hurtado M, Villegas V, Granja V, Jaramillo C, Arias W, Barquera R, Everardo-Martínez P, Sánchez-Quinto M, Gómez-Valdés J, Villamil-Ramírez H, Silva de Cerqueira CC, Hünemeier T, Ramallo V, Wu S, Du S, Giardina A, Paria SS, Khokan MR, Gonzalez-José R, Schüler-Faccini L, Bortolini MC, Acuña-Alonzo V, Canizales-Quinteros S, Gallo C, Poletti G, Rojas W, Rothhammer F, Navarro N, Wang S, Adhikari K, Ruiz-Linares A. Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape. Commun Biol. 2023 May 8;6(1):481. doi: 10.1038/s42003-023-04838-7. |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/10495/41002 |
| dc.identifier.doi.none.fl_str_mv |
10.1038/s42003-023-04838-7 |
| dc.identifier.eissn.none.fl_str_mv |
2399-3642 |
| identifier_str_mv |
Li Q, Chen J, Faux P, Delgado ME, Bonfante B, Fuentes-Guajardo M, Mendoza-Revilla J, Chacón-Duque JC, Hurtado M, Villegas V, Granja V, Jaramillo C, Arias W, Barquera R, Everardo-Martínez P, Sánchez-Quinto M, Gómez-Valdés J, Villamil-Ramírez H, Silva de Cerqueira CC, Hünemeier T, Ramallo V, Wu S, Du S, Giardina A, Paria SS, Khokan MR, Gonzalez-José R, Schüler-Faccini L, Bortolini MC, Acuña-Alonzo V, Canizales-Quinteros S, Gallo C, Poletti G, Rojas W, Rothhammer F, Navarro N, Wang S, Adhikari K, Ruiz-Linares A. Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape. Commun Biol. 2023 May 8;6(1):481. doi: 10.1038/s42003-023-04838-7. 10.1038/s42003-023-04838-7 2399-3642 |
| url |
https://hdl.handle.net/10495/41002 |
| dc.language.iso.spa.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartofjournalabbrev.spa.fl_str_mv |
Commun. Biol. |
| dc.relation.citationendpage.spa.fl_str_mv |
13 |
| dc.relation.citationissue.spa.fl_str_mv |
1 |
| dc.relation.citationstartpage.spa.fl_str_mv |
1 |
| dc.relation.citationvolume.spa.fl_str_mv |
6 |
| dc.relation.ispartofjournal.spa.fl_str_mv |
Communications Biology |
| 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 |
13 páginas |
| dc.format.mimetype.spa.fl_str_mv |
application/pdf |
| dc.publisher.spa.fl_str_mv |
Nature Publishing Group UK |
| dc.publisher.place.spa.fl_str_mv |
Londres, Inglaterra |
| institution |
Universidad de Antioquia |
| bitstream.url.fl_str_mv |
https://bibliotecadigital.udea.edu.co/bitstreams/cc66bf1f-9cd8-4f23-8eee-6c1f48af404d/download https://bibliotecadigital.udea.edu.co/bitstreams/73eeeff5-6441-49da-9da8-0639006fda5d/download https://bibliotecadigital.udea.edu.co/bitstreams/c5b599d1-c6cf-479a-ac0c-4a262d17b33d/download https://bibliotecadigital.udea.edu.co/bitstreams/7b58c67c-2e99-4255-9718-4208d91bd883/download https://bibliotecadigital.udea.edu.co/bitstreams/3243d188-d3da-4502-a7ab-890ce9686d7a/download |
| bitstream.checksum.fl_str_mv |
b7799663dbe3c8f1e9da9c84b2814d58 1646d1f6b96dbbbc38035efc9239ac9c 8a4605be74aa9ea9d79846c1fba20a33 6fe30600c6f2390b4cd99edcdf1c8399 25001e8dcd5829942323aaac35768fd4 |
| 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_ |
1851052503025582080 |
| spelling |
Jaramillo Alzate, Claudia MilenaArias Pérez, William HernánRuíz Linares, AndrésRojas Montoya, WinstonFaux, PierreDelgado, Miguel EduardoBonfante, BettyFuentes Guajardo, MacarenaMendoza Revilla, JavierChacón Duque, Juan CamiloHurtado, MalenaVillegas, ValeriaGranja, VanessaBarquera, RodrigoEverardo Martínez, PaolaSánchez Quinto, MirshaGómez Valdés, JorgeVillamil Ramírez, HugoSilva de Cerqueira, Caio C.Hünemeier, TábitaRamallo, VirginiaWu, SijieDu, SiyuanGiardina, AndreaSubhra Paria, SoumyaKhokan, Mahfuzur RahmanGonzález José, RolandoSchüler Faccini, LaviniaBortolini, María CátiraAcuña Alonzo, VíctorCanizales Quinteros, SamuelGallo, CarlaPoletti, GiovanniRothhammer, FranciscoNavarro, NicolásWang, SijiaAdhikari, KaustubhChen, JieyiLi, QingGenética Molecular (GENMOL)2024-08-06T16:19:58Z2024-08-06T16:19:58Z2023Li Q, Chen J, Faux P, Delgado ME, Bonfante B, Fuentes-Guajardo M, Mendoza-Revilla J, Chacón-Duque JC, Hurtado M, Villegas V, Granja V, Jaramillo C, Arias W, Barquera R, Everardo-Martínez P, Sánchez-Quinto M, Gómez-Valdés J, Villamil-Ramírez H, Silva de Cerqueira CC, Hünemeier T, Ramallo V, Wu S, Du S, Giardina A, Paria SS, Khokan MR, Gonzalez-José R, Schüler-Faccini L, Bortolini MC, Acuña-Alonzo V, Canizales-Quinteros S, Gallo C, Poletti G, Rojas W, Rothhammer F, Navarro N, Wang S, Adhikari K, Ruiz-Linares A. Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shape. Commun Biol. 2023 May 8;6(1):481. doi: 10.1038/s42003-023-04838-7.https://hdl.handle.net/10495/4100210.1038/s42003-023-04838-72399-3642ABSTRACT: We report a genome-wide association study of facial features in >6000 Latin Americans based on automatic landmarking of 2D portraits and testing for association with inter-landmark distances. We detected significant associations (P-value <5 × 10-8) at 42 genome regions, nine of which have been previously reported. In follow-up analyses, 26 of the 33 novel regions replicate in East Asians, Europeans, or Africans, and one mouse homologous region influences craniofacial morphology in mice. The novel region in 1q32.3 shows introgression from Neanderthals and we find that the introgressed tract increases nasal height (consistent with the differentiation between Neanderthals and modern humans). Novel regions include candidate genes and genome regulatory elements previously implicated in craniofacial development, and show preferential transcription in cranial neural crest cells. The automated approach used here should simplify the collection of large study samples from across the world, facilitating a cosmopolitan characterization of the genetics of facial features.COL000672313 páginasapplication/pdfengNature Publishing Group UKLondres, Inglaterrahttp://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_abf2Automatic landmarking identifies new loci associated with face morphology and implicates Neanderthal introgression in human nasal shapeArtículo 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/publishedVersionCell DifferentiationDiferenciación CelularGenome-Wide Association StudyEstudio de Asociación del Genoma CompletoNeanderthalsHombre de NeandertalNoseNarizhttps://id.nlm.nih.gov/mesh/D002454https://id.nlm.nih.gov/mesh/D055106https://id.nlm.nih.gov/mesh/D059125Commun. Biol.13116Communications BiologyPublicationORIGINALJaramilloClaudia_2023_Automatic_Landmarking_Identifies.pdfJaramilloClaudia_2023_Automatic_Landmarking_Identifies.pdfArtículo de investigaciónapplication/pdf2204024https://bibliotecadigital.udea.edu.co/bitstreams/cc66bf1f-9cd8-4f23-8eee-6c1f48af404d/downloadb7799663dbe3c8f1e9da9c84b2814d58MD51trueAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8927https://bibliotecadigital.udea.edu.co/bitstreams/73eeeff5-6441-49da-9da8-0639006fda5d/download1646d1f6b96dbbbc38035efc9239ac9cMD52falseAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/c5b599d1-c6cf-479a-ac0c-4a262d17b33d/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADTEXTJaramilloClaudia_2023_Automatic_Landmarking_Identifies.pdf.txtJaramilloClaudia_2023_Automatic_Landmarking_Identifies.pdf.txtExtracted texttext/plain92919https://bibliotecadigital.udea.edu.co/bitstreams/7b58c67c-2e99-4255-9718-4208d91bd883/download6fe30600c6f2390b4cd99edcdf1c8399MD54falseAnonymousREADTHUMBNAILJaramilloClaudia_2023_Automatic_Landmarking_Identifies.pdf.jpgJaramilloClaudia_2023_Automatic_Landmarking_Identifies.pdf.jpgGenerated Thumbnailimage/jpeg13260https://bibliotecadigital.udea.edu.co/bitstreams/3243d188-d3da-4502-a7ab-890ce9686d7a/download25001e8dcd5829942323aaac35768fd4MD55falseAnonymousREAD10495/41002oai:bibliotecadigital.udea.edu.co:10495/410022025-03-26 23:25:48.607http://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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 |
