Rapid assessment of genetic ancestry in populations of unknown origin by genome-wide genotyping of pooled samples.
As we move forward from the current generation of genome-wide association (GWA) studies, additional cohorts of different ancestries will be studied to increase power, fine map association signals, and generalize association results to additional populations. Knowledge of genetic ancestry as well as population substructure will become increasingly important for GWA studies in populations of unknown ancestry. Here we propose genotyping pooled DNA samples using genome-wide SNP arrays as a viable option to efficiently and inexpensively estimate admixture proportion and identify ancestry informative markers (AIMs) in populations of unknown origin. We constructed DNA pools from African American, Native Hawaiian, Latina, and Jamaican samples and genotyped them using the Affymetrix 6.0 array. Aided by individual genotype data from the African American cohort, we established quality control filters to remove poorly performing SNPs and estimated allele frequencies for the remaining SNPs in each panel. We then applied a regression-based method to estimate the proportion of admixture in each cohort using the allele frequencies estimated from pooling and populations from the International HapMap Consortium as reference panels, and identified AIMs unique to each population. In this study, we demonstrated that genotyping pooled DNA samples yields estimates of admixture proportion that are both consistent with our knowledge of population history and similar to those obtained by genotyping known AIMs. Furthermore, through validation by individual genotyping, we demonstrated that pooling is quite effective for identifying SNPs with large allele frequency differences (i.e., AIMs) and that these AIMs are able to differentiate two closely related populations (HapMap JPT and CHB).
Chiang
Charleston W K
CW
Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
Gajdos
Zofia K Z
ZK
Korn
Joshua M
JM
Kuruvilla
Finny G
FG
Butler
Johannah L
JL
Hackett
Rachel
R
Guiducci
Candace
C
Nguyen
Thutrang T
TT
Wilks
Rainford
R
Forrester
Terrence
T
Haiman
Christopher A
CA
Henderson
Katherine D
KD
Le Marchand
Loic
L
Henderson
Brian E
BE
Palmert
Mark R
MR
McKenzie
Colin A
CA
Lyon
Helen N
HN
Cooper
Richard S
RS
Zhu
Xiaofeng
X
Hirschhorn
Joel N
JN
D044466:Asian People / Q000235:genetics; D005787:Gene Frequency / Q000235:genetics; D005788:Gene Pool; D005819:Genetic Markers; D005828:Genetics, Population / Q000379:methods*; D015894:Genome, Human / Q000235:genetics*; D005838:Genotype; D006801:Humans; D010802:Phylogeny; D025341:Principal Component Analysis; D011786:Quality Control; D015203:Reproducibility of Results
D005819:Genetic Markers