Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci

Autores
Li, Yi; Xiong, Ziyi; Zhang, Manfei; Hysi, Pirro G.; Qian, Yu; Adhikari, Kaustubh; Weng, Jun; Wu, Sijie; Du, Siyuan; Gonzalez-Jose, Rolando; Schuler-Faccini, Lavinia; Bortolini, Maria Catira; Acuna Alonzo, Victor; Canizales Quinteros, Samuel; Gallo, Carla; Poletti, Giovanni; Bedoya, Gabriel; Rothhammer, Francisco; Wang, Jiucun; Tan, Jingze; Yuan, Ziyu; Jin, Li; Uitterlinden, André G.; Ghanbari, Mohsen; Ikram, M. Arfan; Nijsten, Tamar; Zhu, Xiangyu; Lei, Zhen; Jia, Peilin; Ruiz-Linares, Andres; Spector, Timothy D.; Wang, Sijia; Kayser, Manfred; Liu, Fan
Año de publicación
2023
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Human ear morphology, a complex anatomical structure represented by a multidimensional set of correlated and heritable phenotypes, has a poorly understood genetic architecture. In this study, we quantitatively assessed 136 ear morphology traits using deep learning analysis of digital face images in 14,921 individuals from five different cohorts in Europe, Asia, and Latin America. Through GWAS meta-analysis and C-GWASs, a recently introduced method to effectively combine GWASs of many traits, we identified 16 genetic loci involved in various ear phenotypes, eight of which have not been previously associated with human ear features. Our findings suggest that ear morphology shares genetic determinants with other surface ectoderm-derived traits such as facial variation, mono eyebrow, and male pattern baldness. Our results enhance the genetic understanding of human ear morphology and shed light on the shared genetic contributors of different surface ectoderm-derived phenotypes. Additionally, gene editing experiments in mice have demonstrated that knocking out the newly ear-associated gene (Intu) and a previously ear-associated gene (Tbx15) causes deviating mouse ear morphology.
Fil: Li, Yi. Chinese Academy of Sciences; República de China. Shanghai Institute Of Nutrition And Health; China
Fil: Xiong, Ziyi. Erasmus University (erasmus University);
Fil: Zhang, Manfei. Fudan University; China. Shanghai Institute Of Nutrition And Health; China. Shanghai Jiao Tong University; China
Fil: Hysi, Pirro G.. Kings College London (kcl);
Fil: Qian, Yu. Chinese Academy of Sciences; República de China. Beijing No.8 High School; China
Fil: Adhikari, Kaustubh. Colegio Universitario de Londres; Reino Unido. The Open University (ou); Reino Unido
Fil: Weng, Jun. Chinese Academy of Sciences; República de China
Fil: Wu, Sijie. Fudan University; China. Fudan University; China. Shanghai Institute Of Nutrition And Health; China
Fil: Du, Siyuan. Shanghai Institute Of Nutrition And Health; China. Shanghai Jiao Tong University; China. Chinese Academy of Sciences; República de China
Fil: Gonzalez-Jose, Rolando. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto Patagónico de Ciencias Sociales y Humanas; Argentina
Fil: Schuler-Faccini, Lavinia. Universidade Federal do Rio Grande do Sul; Brasil
Fil: Bortolini, Maria Catira. Universidade Federal do Rio Grande do Sul; Brasil
Fil: Acuna Alonzo, Victor. National School Of Anthropology And History; México
Fil: Canizales Quinteros, Samuel. Instituto Nacional de Medicina Genómica; México
Fil: Gallo, Carla. Universidad Peruana Cayetano Heredia; Perú
Fil: Poletti, Giovanni. Universidad Peruana Cayetano Heredia; Perú
Fil: Bedoya, Gabriel. Universidad de Antioquia; Colombia
Fil: Rothhammer, Francisco. Universidad de Tarapacá; Chile
Fil: Wang, Jiucun. Fudan University; China
Fil: Tan, Jingze. Fudan University; China
Fil: Yuan, Ziyu. Fudan-taizhou Institute Of Health Sciences; China
Fil: Jin, Li. Shanghai Institute Of Nutrition And Health; China. Fudan-taizhou Institute Of Health Sciences; China. Fudan University; China
Fil: Uitterlinden, André G.. Erasmus University (erasmus University);
Fil: Ghanbari, Mohsen. Erasmus University (erasmus University);
Fil: Ikram, M. Arfan. Erasmus University (erasmus University);
Fil: Nijsten, Tamar. Erasmus University (erasmus University);
Fil: Zhu, Xiangyu. Chinese Academy of Sciences; República de China
Fil: Lei, Zhen. Chinese Academy of Sciences; República de China
Fil: Jia, Peilin. Chinese Academy of Sciences; República de China
Fil: Ruiz-Linares, Andres. Aix-Marseille Universite; Francia. Fudan University; China. University College London; Estados Unidos
Fil: Spector, Timothy D.. Kings College London (kcl);
Fil: Wang, Sijia. Shanghai Institute Of Nutrition And Health; China. Chinese Academy of Sciences; República de China
Fil: Kayser, Manfred. Erasmus University (erasmus University);
Fil: Liu, Fan. Chinese Academy of Sciences; República de China. Erasmus University (erasmus University);
Materia
GENOMICS
LATIN AMERICAN POPULATIONS
EAR MORPHOLOGY
DEEP LEARNING
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/215760

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oai_identifier_str oai:ri.conicet.gov.ar:11336/215760
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel lociLi, YiXiong, ZiyiZhang, ManfeiHysi, Pirro G.Qian, YuAdhikari, KaustubhWeng, JunWu, SijieDu, SiyuanGonzalez-Jose, RolandoSchuler-Faccini, LaviniaBortolini, Maria CatiraAcuna Alonzo, VictorCanizales Quinteros, SamuelGallo, CarlaPoletti, GiovanniBedoya, GabrielRothhammer, FranciscoWang, JiucunTan, JingzeYuan, ZiyuJin, LiUitterlinden, André G.Ghanbari, MohsenIkram, M. ArfanNijsten, TamarZhu, XiangyuLei, ZhenJia, PeilinRuiz-Linares, AndresSpector, Timothy D.Wang, SijiaKayser, ManfredLiu, FanGENOMICSLATIN AMERICAN POPULATIONSEAR MORPHOLOGYDEEP LEARNINGhttps://purl.org/becyt/ford/1.6https://purl.org/becyt/ford/1Human ear morphology, a complex anatomical structure represented by a multidimensional set of correlated and heritable phenotypes, has a poorly understood genetic architecture. In this study, we quantitatively assessed 136 ear morphology traits using deep learning analysis of digital face images in 14,921 individuals from five different cohorts in Europe, Asia, and Latin America. Through GWAS meta-analysis and C-GWASs, a recently introduced method to effectively combine GWASs of many traits, we identified 16 genetic loci involved in various ear phenotypes, eight of which have not been previously associated with human ear features. Our findings suggest that ear morphology shares genetic determinants with other surface ectoderm-derived traits such as facial variation, mono eyebrow, and male pattern baldness. Our results enhance the genetic understanding of human ear morphology and shed light on the shared genetic contributors of different surface ectoderm-derived phenotypes. Additionally, gene editing experiments in mice have demonstrated that knocking out the newly ear-associated gene (Intu) and a previously ear-associated gene (Tbx15) causes deviating mouse ear morphology.Fil: Li, Yi. Chinese Academy of Sciences; República de China. Shanghai Institute Of Nutrition And Health; ChinaFil: Xiong, Ziyi. Erasmus University (erasmus University);Fil: Zhang, Manfei. Fudan University; China. Shanghai Institute Of Nutrition And Health; China. Shanghai Jiao Tong University; ChinaFil: Hysi, Pirro G.. Kings College London (kcl);Fil: Qian, Yu. Chinese Academy of Sciences; República de China. Beijing No.8 High School; ChinaFil: Adhikari, Kaustubh. Colegio Universitario de Londres; Reino Unido. The Open University (ou); Reino UnidoFil: Weng, Jun. Chinese Academy of Sciences; República de ChinaFil: Wu, Sijie. Fudan University; China. Fudan University; China. Shanghai Institute Of Nutrition And Health; ChinaFil: Du, Siyuan. Shanghai Institute Of Nutrition And Health; China. Shanghai Jiao Tong University; China. Chinese Academy of Sciences; República de ChinaFil: Gonzalez-Jose, Rolando. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto Patagónico de Ciencias Sociales y Humanas; ArgentinaFil: Schuler-Faccini, Lavinia. Universidade Federal do Rio Grande do Sul; BrasilFil: Bortolini, Maria Catira. Universidade Federal do Rio Grande do Sul; BrasilFil: Acuna Alonzo, Victor. National School Of Anthropology And History; MéxicoFil: Canizales Quinteros, Samuel. Instituto Nacional de Medicina Genómica; MéxicoFil: Gallo, Carla. Universidad Peruana Cayetano Heredia; PerúFil: Poletti, Giovanni. Universidad Peruana Cayetano Heredia; PerúFil: Bedoya, Gabriel. Universidad de Antioquia; ColombiaFil: Rothhammer, Francisco. Universidad de Tarapacá; ChileFil: Wang, Jiucun. Fudan University; ChinaFil: Tan, Jingze. Fudan University; ChinaFil: Yuan, Ziyu. Fudan-taizhou Institute Of Health Sciences; ChinaFil: Jin, Li. Shanghai Institute Of Nutrition And Health; China. Fudan-taizhou Institute Of Health Sciences; China. Fudan University; ChinaFil: Uitterlinden, André G.. Erasmus University (erasmus University);Fil: Ghanbari, Mohsen. Erasmus University (erasmus University);Fil: Ikram, M. Arfan. Erasmus University (erasmus University);Fil: Nijsten, Tamar. Erasmus University (erasmus University);Fil: Zhu, Xiangyu. Chinese Academy of Sciences; República de ChinaFil: Lei, Zhen. Chinese Academy of Sciences; República de ChinaFil: Jia, Peilin. Chinese Academy of Sciences; República de ChinaFil: Ruiz-Linares, Andres. Aix-Marseille Universite; Francia. Fudan University; China. University College London; Estados UnidosFil: Spector, Timothy D.. Kings College London (kcl);Fil: Wang, Sijia. Shanghai Institute Of Nutrition And Health; China. Chinese Academy of Sciences; República de ChinaFil: Kayser, Manfred. Erasmus University (erasmus University);Fil: Liu, Fan. Chinese Academy of Sciences; República de China. Erasmus University (erasmus University);Public Library of Science2023-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/215760Li, Yi; Xiong, Ziyi; Zhang, Manfei; Hysi, Pirro G.; Qian, Yu; et al.; Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci; Public Library of Science; Plos Genetics; 19; 7; 7-2023; 1-251553-7390CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pgen.1010786info:eu-repo/semantics/altIdentifier/url/https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1010786info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:22:13Zoai:ri.conicet.gov.ar:11336/215760instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-15 15:22:13.526CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
title Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
spellingShingle Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
Li, Yi
GENOMICS
LATIN AMERICAN POPULATIONS
EAR MORPHOLOGY
DEEP LEARNING
title_short Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
title_full Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
title_fullStr Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
title_full_unstemmed Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
title_sort Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci
dc.creator.none.fl_str_mv Li, Yi
Xiong, Ziyi
Zhang, Manfei
Hysi, Pirro G.
Qian, Yu
Adhikari, Kaustubh
Weng, Jun
Wu, Sijie
Du, Siyuan
Gonzalez-Jose, Rolando
Schuler-Faccini, Lavinia
Bortolini, Maria Catira
Acuna Alonzo, Victor
Canizales Quinteros, Samuel
Gallo, Carla
Poletti, Giovanni
Bedoya, Gabriel
Rothhammer, Francisco
Wang, Jiucun
Tan, Jingze
Yuan, Ziyu
Jin, Li
Uitterlinden, André G.
Ghanbari, Mohsen
Ikram, M. Arfan
Nijsten, Tamar
Zhu, Xiangyu
Lei, Zhen
Jia, Peilin
Ruiz-Linares, Andres
Spector, Timothy D.
Wang, Sijia
Kayser, Manfred
Liu, Fan
author Li, Yi
author_facet Li, Yi
Xiong, Ziyi
Zhang, Manfei
Hysi, Pirro G.
Qian, Yu
Adhikari, Kaustubh
Weng, Jun
Wu, Sijie
Du, Siyuan
Gonzalez-Jose, Rolando
Schuler-Faccini, Lavinia
Bortolini, Maria Catira
Acuna Alonzo, Victor
Canizales Quinteros, Samuel
Gallo, Carla
Poletti, Giovanni
Bedoya, Gabriel
Rothhammer, Francisco
Wang, Jiucun
Tan, Jingze
Yuan, Ziyu
Jin, Li
Uitterlinden, André G.
Ghanbari, Mohsen
Ikram, M. Arfan
Nijsten, Tamar
Zhu, Xiangyu
Lei, Zhen
Jia, Peilin
Ruiz-Linares, Andres
Spector, Timothy D.
Wang, Sijia
Kayser, Manfred
Liu, Fan
author_role author
author2 Xiong, Ziyi
Zhang, Manfei
Hysi, Pirro G.
Qian, Yu
Adhikari, Kaustubh
Weng, Jun
Wu, Sijie
Du, Siyuan
Gonzalez-Jose, Rolando
Schuler-Faccini, Lavinia
Bortolini, Maria Catira
Acuna Alonzo, Victor
Canizales Quinteros, Samuel
Gallo, Carla
Poletti, Giovanni
Bedoya, Gabriel
Rothhammer, Francisco
Wang, Jiucun
Tan, Jingze
Yuan, Ziyu
Jin, Li
Uitterlinden, André G.
Ghanbari, Mohsen
Ikram, M. Arfan
Nijsten, Tamar
Zhu, Xiangyu
Lei, Zhen
Jia, Peilin
Ruiz-Linares, Andres
Spector, Timothy D.
Wang, Sijia
Kayser, Manfred
Liu, Fan
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv GENOMICS
LATIN AMERICAN POPULATIONS
EAR MORPHOLOGY
DEEP LEARNING
topic GENOMICS
LATIN AMERICAN POPULATIONS
EAR MORPHOLOGY
DEEP LEARNING
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.6
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Human ear morphology, a complex anatomical structure represented by a multidimensional set of correlated and heritable phenotypes, has a poorly understood genetic architecture. In this study, we quantitatively assessed 136 ear morphology traits using deep learning analysis of digital face images in 14,921 individuals from five different cohorts in Europe, Asia, and Latin America. Through GWAS meta-analysis and C-GWASs, a recently introduced method to effectively combine GWASs of many traits, we identified 16 genetic loci involved in various ear phenotypes, eight of which have not been previously associated with human ear features. Our findings suggest that ear morphology shares genetic determinants with other surface ectoderm-derived traits such as facial variation, mono eyebrow, and male pattern baldness. Our results enhance the genetic understanding of human ear morphology and shed light on the shared genetic contributors of different surface ectoderm-derived phenotypes. Additionally, gene editing experiments in mice have demonstrated that knocking out the newly ear-associated gene (Intu) and a previously ear-associated gene (Tbx15) causes deviating mouse ear morphology.
Fil: Li, Yi. Chinese Academy of Sciences; República de China. Shanghai Institute Of Nutrition And Health; China
Fil: Xiong, Ziyi. Erasmus University (erasmus University);
Fil: Zhang, Manfei. Fudan University; China. Shanghai Institute Of Nutrition And Health; China. Shanghai Jiao Tong University; China
Fil: Hysi, Pirro G.. Kings College London (kcl);
Fil: Qian, Yu. Chinese Academy of Sciences; República de China. Beijing No.8 High School; China
Fil: Adhikari, Kaustubh. Colegio Universitario de Londres; Reino Unido. The Open University (ou); Reino Unido
Fil: Weng, Jun. Chinese Academy of Sciences; República de China
Fil: Wu, Sijie. Fudan University; China. Fudan University; China. Shanghai Institute Of Nutrition And Health; China
Fil: Du, Siyuan. Shanghai Institute Of Nutrition And Health; China. Shanghai Jiao Tong University; China. Chinese Academy of Sciences; República de China
Fil: Gonzalez-Jose, Rolando. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto Patagónico de Ciencias Sociales y Humanas; Argentina
Fil: Schuler-Faccini, Lavinia. Universidade Federal do Rio Grande do Sul; Brasil
Fil: Bortolini, Maria Catira. Universidade Federal do Rio Grande do Sul; Brasil
Fil: Acuna Alonzo, Victor. National School Of Anthropology And History; México
Fil: Canizales Quinteros, Samuel. Instituto Nacional de Medicina Genómica; México
Fil: Gallo, Carla. Universidad Peruana Cayetano Heredia; Perú
Fil: Poletti, Giovanni. Universidad Peruana Cayetano Heredia; Perú
Fil: Bedoya, Gabriel. Universidad de Antioquia; Colombia
Fil: Rothhammer, Francisco. Universidad de Tarapacá; Chile
Fil: Wang, Jiucun. Fudan University; China
Fil: Tan, Jingze. Fudan University; China
Fil: Yuan, Ziyu. Fudan-taizhou Institute Of Health Sciences; China
Fil: Jin, Li. Shanghai Institute Of Nutrition And Health; China. Fudan-taizhou Institute Of Health Sciences; China. Fudan University; China
Fil: Uitterlinden, André G.. Erasmus University (erasmus University);
Fil: Ghanbari, Mohsen. Erasmus University (erasmus University);
Fil: Ikram, M. Arfan. Erasmus University (erasmus University);
Fil: Nijsten, Tamar. Erasmus University (erasmus University);
Fil: Zhu, Xiangyu. Chinese Academy of Sciences; República de China
Fil: Lei, Zhen. Chinese Academy of Sciences; República de China
Fil: Jia, Peilin. Chinese Academy of Sciences; República de China
Fil: Ruiz-Linares, Andres. Aix-Marseille Universite; Francia. Fudan University; China. University College London; Estados Unidos
Fil: Spector, Timothy D.. Kings College London (kcl);
Fil: Wang, Sijia. Shanghai Institute Of Nutrition And Health; China. Chinese Academy of Sciences; República de China
Fil: Kayser, Manfred. Erasmus University (erasmus University);
Fil: Liu, Fan. Chinese Academy of Sciences; República de China. Erasmus University (erasmus University);
description Human ear morphology, a complex anatomical structure represented by a multidimensional set of correlated and heritable phenotypes, has a poorly understood genetic architecture. In this study, we quantitatively assessed 136 ear morphology traits using deep learning analysis of digital face images in 14,921 individuals from five different cohorts in Europe, Asia, and Latin America. Through GWAS meta-analysis and C-GWASs, a recently introduced method to effectively combine GWASs of many traits, we identified 16 genetic loci involved in various ear phenotypes, eight of which have not been previously associated with human ear features. Our findings suggest that ear morphology shares genetic determinants with other surface ectoderm-derived traits such as facial variation, mono eyebrow, and male pattern baldness. Our results enhance the genetic understanding of human ear morphology and shed light on the shared genetic contributors of different surface ectoderm-derived phenotypes. Additionally, gene editing experiments in mice have demonstrated that knocking out the newly ear-associated gene (Intu) and a previously ear-associated gene (Tbx15) causes deviating mouse ear morphology.
publishDate 2023
dc.date.none.fl_str_mv 2023-07
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/215760
Li, Yi; Xiong, Ziyi; Zhang, Manfei; Hysi, Pirro G.; Qian, Yu; et al.; Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci; Public Library of Science; Plos Genetics; 19; 7; 7-2023; 1-25
1553-7390
CONICET Digital
CONICET
url http://hdl.handle.net/11336/215760
identifier_str_mv Li, Yi; Xiong, Ziyi; Zhang, Manfei; Hysi, Pirro G.; Qian, Yu; et al.; Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci; Public Library of Science; Plos Genetics; 19; 7; 7-2023; 1-25
1553-7390
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pgen.1010786
info:eu-repo/semantics/altIdentifier/url/https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1010786
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Public Library of Science
publisher.none.fl_str_mv Public Library of Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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