Challenges in selecting admixture models and marker sets to infer genetic ancestry in a Brazilian admixed population

被引:3
|
作者
Escher, Luciana Maia [1 ]
Naslavsky, Michel S. S. [2 ,3 ]
Scliar, Marilia O. [3 ]
Duarte, Yeda A. O. [4 ,5 ]
Zatz, Mayana [2 ,3 ]
Nunes, Kelly [2 ]
Oliveira, Silviene F. F. [1 ]
机构
[1] Univ Brasilia, Inst Biol Sci, Human Genet Lab, Brasilia, DF, Brazil
[2] Univ Sao Paulo, Biosci Inst, Dept Genet & Evolutionary Biol, Sao Paulo, SP, Brazil
[3] Univ Sao Paulo, Human Genome & Stem Cell Res Ctr, Sao Paulo, SP, Brazil
[4] Univ Sao Paulo, Sch Nursing, Med Surg Nursing Dept, Sao Paulo, SP, Brazil
[5] Univ Sao Paulo, Publ Hlth Sch, Epidemiol Dept, Sao Paulo, SP, Brazil
关键词
INFORMATIVE MARKERS; KIDNEY-DISEASE; AFRICAN; ORIGIN; PROPORTIONS; DYNAMICS; ASSAY; PANEL;
D O I
10.1038/s41598-022-25521-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The inference of genetic ancestry plays an increasingly prominent role in clinical, population, and forensic genetics studies. Several genotyping strategies and analytical methodologies have been developed over the last few decades to assign individuals to specific biogeographic regions. However, despite these efforts, ancestry inference in populations with a recent history of admixture, such as those in Brazil, remains a challenge. In admixed populations, proportion and components of genetic ancestry vary on different levels: (i) between populations; (ii) between individuals of the same population, and (iii) throughout the individual's genome. The present study evaluated 1171 admixed Brazilian samples to compare the genetic ancestry inferred by tri-/tetra-hybrid admixture models and evaluated different marker sets from those with small numbers of ancestry informative markers panels (AIMs), to high-density SNPs (HDSNP) and whole-genome-sequence (WGS) data. Analyses revealed greater variation in the correlation coefficient of ancestry components within and between admixed populations, especially for minority ancestral components. We also observed positive correlation between the number of markers in the AIMs panel and HDSNP/WGS. Furthermore, the greater the number of markers, the more accurate the tri-/tetra-hybrid admixture models.
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收藏
页数:12
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