53 4169-007, Portugal. 54 21 CIBIO/InBIO: Research Center in Biodiversity and Genetic Resources, Vairão, 4485-55 661, Portugal. 56 Abstract 76 The Transatlantic Slave Trade transported more than 9 million Africans to the Americas 77 between the early 16th and the mid-19th centuries. We performed genome-wide 78 analysis of 6,267 individuals from 22 populations and observed an enrichment in West-79 African ancestry in northern latitudes of the Americas, whereas South/East African 80 ancestry is more prevalent in southern South-America. This pattern results from distinct 81 geographic and geopolitical factors leading to population differentiation. However, we 82 observed a decrease of 68% in the African gene pool between-population diversity 83 within the Americas when compared to the regions of origin from Africa, underscoring 84 the importance of historical factors favoring admixture between individuals with 85 different African origins in the New World. This is consistent with the excess of West-86 Central Africa ancestry (the most prevalent in the Americas) in the US and Southeast-87 Brazil, respect to historical-demography expectations. Also, in most of the Americas, 88 admixture intensification occurred between 1,750 and 1,850, which correlates strongly 89 with the peak of arrivals from Africa. This study contributes with a population genetics 90 perspective to the ongoing social, cultural and political debate regarding ancestry, race, 91 and admixture in the Americas.92 93 Significance Statement 94 Differently from most genetic studies, that have estimated the overall African ancestry 95 in the Americas, we perform a finer geographic analysis and infer how different African 96 groups contributed to North-, South-American and Caribbean populations, in the 97 context of geographic and geopolitical factors. We also perform a formal comparison of 98 information from demographic history records of the Transatlantic Slave Trade with 99 inferences based on genomic diversity of current populations. Our approach reveals the 100 6 distinct regional African ancestry roots of different populations from North-, South-101 America and the Caribe and other important aspects of the historical process of 102 mestizaje and its dynamics in the American continent. 103 104 157(from Ghana, mean: 18%) ( Fig. 2A and B, SI Appendix, Table S3). 158The Western Africa-associated ancestry cluster has its highest proportions in Puerto 159 Ricans (38% of African ancestry), Colombians (27%) and US African-Americans (19-160 20%, purple in Fig. 1, SI Appendix, Table S1), while Brazilians have the lowest 161 proportion (<9%), limited to a Mandinka-like (Gambia) contribution and with no 162

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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. 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 population-based cohorts from Northeast (Salvador), Southeast (Bambuí) and South (Pelotas) of the country. 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= 2.76 e-06). This variant is very rare in Europeans but with frequencies of ~3% in West Africa, and has one of the stronger female-specific effects ever reported (95%CI: 2.32-5.65 kg/m 2 per each A allele). We replicated this sex-specific association and its strong effect for an adjusted fat-mass index in the same Pelotas cohort, and for BMI in another Brazilian cohort from São Paulo (Southeast Brazil). A meta-analysis confirmed the significant association. Remarkably, we observed that while the frequency of rs114066381-A allele ranges from 0.8 to 2.1% in the studied populations, it attains ~9% among morbidly obese women from Pelotas, São Paulo, and Bambuí. The effect size of rs114066381 is at least fivetimes the effect size of the FTO SNPs rs9939609 and rs1558902, already emblematic for their high effects, and for which we replicated associations in Pelotas. We demonstrate how, after a decade of GWAS mostly performed in European-ancestry populations, non-European and admixed populations are a source of new relevant phenotype-associated genetic variants.

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