Admixture/fine-mapping in Brazilians reveals a West African associated potential regulatory variant (rs114066381) with a strong female-specific effect on body mass and fat mass indexes.


Journal

International journal of obesity (2005)
ISSN: 1476-5497
Titre abrégé: Int J Obes (Lond)
Pays: England
ID NLM: 101256108

Informations de publication

Date de publication:
05 2021
Historique:
received: 06 03 2020
accepted: 20 01 2021
revised: 21 11 2020
pubmed: 27 2 2021
medline: 24 12 2021
entrez: 26 2 2021
Statut: ppublish

Résumé

Admixed populations are a resource to study the global genetic architecture of complex phenotypes, which is critical, considering that non-European populations are severely underrepresented in genomic studies. Here, we study the genetic architecture of BMI in children, young adults, and elderly individuals from the admixed population of Brazil. Leveraging admixture in Brazilians, whose chromosomes are mosaics of fragments of Native American, European, and African origins, we used genome-wide data to perform admixture mapping/fine-mapping of body mass index (BMI) in three Brazilian population-based cohorts from Northeast (Salvador), Southeast (Bambuí), and South (Pelotas). We found significant associations with African-associated alleles in children from Salvador (PALD1 and ZMIZ1 genes), and in young adults from Pelotas (NOD2 and MTUS2 genes). More importantly, in Pelotas, rs114066381, mapped in a potential regulatory region, is significantly associated only in females (p = 2.76e-06). This variant is rare in Europeans but with frequencies of ~3% in West Africa and has a strong female-specific effect (95% CI: 2.32-5.65 kg/m We identified six candidate SNPs associated with BMI. rs114066381 stands out for its high effect that was replicated and its high frequency in women with morbid obesity. We demonstrate how admixed populations are a source of new relevant phenotype-associated genetic variants.

Sections du résumé

BACKGROUND/OBJECTIVES
Admixed populations are a resource to study the global genetic architecture of complex phenotypes, which is critical, considering that non-European populations are severely underrepresented in genomic studies. Here, we study the genetic architecture of BMI in children, young adults, and elderly individuals from the admixed population of Brazil.
SUBJECTS/METHODS
Leveraging admixture in Brazilians, whose chromosomes are mosaics of fragments of Native American, European, and African origins, we used genome-wide data to perform admixture mapping/fine-mapping of body mass index (BMI) in three Brazilian population-based cohorts from Northeast (Salvador), Southeast (Bambuí), and South (Pelotas).
RESULTS
We found significant associations with African-associated alleles in children from Salvador (PALD1 and ZMIZ1 genes), and in young adults from Pelotas (NOD2 and MTUS2 genes). More importantly, in Pelotas, rs114066381, mapped in a potential regulatory region, is significantly associated only in females (p = 2.76e-06). This variant is rare in Europeans but with frequencies of ~3% in West Africa and has a strong female-specific effect (95% CI: 2.32-5.65 kg/m
CONCLUSIONS
We identified six candidate SNPs associated with BMI. rs114066381 stands out for its high effect that was replicated and its high frequency in women with morbid obesity. We demonstrate how admixed populations are a source of new relevant phenotype-associated genetic variants.

Identifiants

pubmed: 33633342
doi: 10.1038/s41366-021-00761-1
pii: 10.1038/s41366-021-00761-1
pmc: PMC9952852
mid: NIHMS1864828
doi:

Types de publication

Journal Article Meta-Analysis Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1017-1029

Subventions

Organisme : NHGRI NIH HHS
ID : R35 HG010692
Pays : United States

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Auteurs

Marilia O Scliar (MO)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Human Genome and Stem Cell Research Center, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil.

Hanaisa P Sant'Anna (HP)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Melbourne Integrative Genomics, The University of Melbourne, Melbourne, VIC, Australia.

Meddly L Santolalla (ML)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Emerge, Emerging Diseases and Climate Change Research Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, Lima, Peru.

Thiago P Leal (TP)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Departamento de Estatística, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Nathalia M Araújo (NM)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Instituto de Pesquisas René Rachou, Fundação Oswaldo Cruz, Belo Horizonte, MG, Brazil.

Isabela Alvim (I)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Melbourne Integrative Genomics, The University of Melbourne, Melbourne, VIC, Australia.

Victor Borda (V)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Laboratório de Bioinformática, LABINFO, Laboratório Nacional de Computação Científica (LNCC), Petrópolis, RJ, Brazil.

Wagner C S Magalhães (WCS)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Núcleo de Ensino e Pesquisa, Instituto Mário Penna, Belo Horizonte, MG, Brazil.

Mateus H Gouveia (MH)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Instituto de Pesquisas René Rachou, Fundação Oswaldo Cruz, Belo Horizonte, MG, Brazil.
Center for Research on Genomics and Global Health, National Human Genome Research Institute, Bethesda, MD, USA.

Ricardo Lyra (R)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Moara Machado (M)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Lucas Michelin (L)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Maíra R Rodrigues (MR)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Departamento de Genética e Biologia Evolutiva, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil.

Gilderlanio S Araújo (GS)

Programa de Pós-graduação em Genética e Biologia Molecular, Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará-Campus Guamá, Belém, PA, Brazil.

Fernanda S G Kehdy (FSG)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brazil.

Camila Zolini (C)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
Beagle, Belo Horizonte, MG, Brazil.
Mosaico Translational Genomics Initiative, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Sérgio V Peixoto (SV)

Instituto de Pesquisas René Rachou, Fundação Oswaldo Cruz, Belo Horizonte, MG, Brazil.
Departamento de Gestão em Saúde, Escola de Enfermagem, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brasil.

Marcelo R Luizon (MR)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Francisco Lobo (F)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.

Michel S Naslavsky (MS)

Human Genome and Stem Cell Research Center, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil.

Guilherme L Yamamoto (GL)

Human Genome and Stem Cell Research Center, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil.
Department of Clinical Genetics, Children's Hospital, Medical School, Universidade de São Paulo, São Paulo, SP, Brazil.

Yeda A O Duarte (YAO)

Department of Epidemiology, Public Health School, Universidade de São Paulo, São Paulo, SP, Brazil.
School of Nursing, Universidade de São Paulo, São Paulo, SP, Brazil.

Matthew E B Hansen (MEB)

Departments of Biology and Genetics, University of Pennsylvania, Philadelphia, PA, USA.

Shane A Norris (SA)

SAMRC/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.

Robert H Gilman (RH)

Emerge, Emerging Diseases and Climate Change Research Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, Lima, Peru.
Department of International Health, Johns Hopkins School of Public Health, Baltimore, MD, USA.

Heinner Guio (H)

Instituto Nacional de Salud, Lima, Peru.

Ann W Hsing (AW)

Stanford Cancer Institute, Stanford University, Stanford, CA, USA.

Sam M Mbulaiteye (SM)

Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.

James Mensah (J)

University of Ghana Medical School, Accra, Ghana.

Julie Dutil (J)

Cancer Biology Division, Ponce Research Institute, Ponce Health Sciences University, Ponce, Puerto Rico.

Meredith Yeager (M)

Cancer Genomics Research Laboratory, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Edward Yeboah (E)

University of Ghana Medical School, Accra, Ghana.

Sarah A Tishkoff (SA)

Departments of Biology and Genetics, University of Pennsylvania, Philadelphia, PA, USA.

Ananyo Choudhury (A)

Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.

Michele Ramsay (M)

Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Division of Human Genetics, National Health Laboratory Service and School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.

Maria Rita Passos-Bueno (MR)

Human Genome and Stem Cell Research Center, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil.

Mayana Zatz (M)

Human Genome and Stem Cell Research Center, Instituto de Biociências, Universidade de São Paulo, São Paulo, SP, Brazil.

Timothy D O Connor (TD)

Institute of Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
Program in Personalized and Genomic Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.
Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.

Alexandre C Pereira (AC)

Instituto do Coração, Universidade de São Paulo, São Paulo, SP, Brazil.

Mauricio L Barreto (ML)

Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, BA, Brazil.
Center for Data and Knowledge Integration for Health, Institute Gonçalo Muniz, Fundação Oswaldo Cruz, Salvador, BA, Brazil.

Maria Fernanda Lima-Costa (MF)

Instituto de Pesquisas René Rachou, Fundação Oswaldo Cruz, Belo Horizonte, MG, Brazil.

Bernardo L Horta (BL)

Programa de Pós-Graduação em Epidemiologia, Universidade Federal de Pelotas, Pelotas, RS, Brazil.

Eduardo Tarazona-Santos (E)

Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil. edutars@icb.ufmg.br.
Mosaico Translational Genomics Initiative, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil. edutars@icb.ufmg.br.
Universidad Peruana Cayetano Heredia, Lima, Peru. edutars@icb.ufmg.br.
Instituto de Estudos Avançados Transdisciplinares, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil. edutars@icb.ufmg.br.

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