The Impact of Ethnicity and Genetic Ancestry on Disease Prevalence and Risk in Colombia

被引:12
|
作者
Chande, Aroon T. [1 ,2 ,3 ]
Nagar, Shashwat Deepali [1 ,2 ,3 ]
Rishishwar, Lavanya [2 ,3 ]
Marino-Ramirez, Leonardo [3 ,4 ]
Medina-Rivas, Miguel A. [5 ]
Valderrama-Aguirre, Augusto E. [6 ,7 ,8 ]
Jordan, I. King [1 ,2 ,3 ]
Gallo, Juan Esteban [9 ]
机构
[1] Georgia Inst Technol, Sch Biol Sci, Atlanta, GA 30332 USA
[2] IHRC Georgia Tech Appl Bioinformat Lab, Atlanta, GA 30332 USA
[3] PanAmer Bioinformat Inst, Cali, Colombia
[4] Natl Inst Minor Hlth & Hlth Dispar, NIH, Bethesda, MD USA
[5] Univ Tecnol Choco, Ctr Invest Biodiversidad & Habitat, Quibdo, Colombia
[6] Biomed Res Inst COL0082529, Cali, Colombia
[7] Univ Santiago Cali, Dept Biomed Sci, Cali, Colombia
[8] Univ Los Andes, Dept Biol Sci, Bogota, Colombia
[9] Univ CES, GenomaCES, Medellin, Colombia
基金
美国国家卫生研究院;
关键词
Colombia; Latin America; health disparities; precision medicine; ethnicity; genetic ancestry; cancer; malaria; GENOTYPE IMPUTATION; GENOMICS; ADMIXTURE; HEALTH; CHOCO;
D O I
10.3389/fgene.2021.690366
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Currently, the vast majority of genomic research cohorts are made up of participants with European ancestry. Genomic medicine will only reach its full potential when genomic studies become more broadly representative of global populations. We are working to support the establishment of genomic medicine in developing countries in Latin America via studies of ethnically and ancestrally diverse Colombian populations. The goal of this study was to analyze the effect of ethnicity and genetic ancestry on observed disease prevalence and predicted disease risk in Colombia. Population distributions of Colombia's three major ethnic groups - Mestizo, Afro-Colombian, and Indigenous - were compared to disease prevalence and socioeconomic indicators. Indigenous and Mestizo ethnicity show the highest correlations with disease prevalence, whereas the effect of Afro-Colombian ethnicity is substantially lower. Mestizo ethnicity is mostly negatively correlated with six high-impact health conditions and positively correlated with seven of eight common cancers; Indigenous ethnicity shows the opposite effect. Malaria prevalence in particular is strongly correlated with ethnicity. Disease prevalence co-varies across geographic regions, consistent with the regional distribution of ethnic groups. Ethnicity is also correlated with regional variation in human development, partially explaining the observed differences in disease prevalence. Patterns of genetic ancestry and admixture for a cohort of 624 individuals from Medellin were compared to disease risk inferred via polygenic risk scores (PRS). African genetic ancestry is most strongly correlated with predicted disease risk, whereas European and Native American ancestry show weaker effects. African ancestry is mostly positively correlated with disease risk, and European ancestry is mostly negatively correlated. The relationships between ethnicity and disease prevalence do not show an overall correspondence with the relationships between ancestry and disease risk. We discuss possible reasons for the divergent health effects of ethnicity and ancestry as well as the implication of our results for the development of precision medicine in Colombia.</p>
引用
收藏
页数:12
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