eLife · 2017 · 246 citations · 47 references
Life SciencesGeneticsMolecular GeneticsEpigeneticsEpigenomicsHuman GeneticsDna Methylation ProfilingEnvironmental EpigeneticsEpigenetic EpidemiologyEthnicity In HealthGene-environment InteractionDifferential Methylation AnalysisEnvironmental Epigenetic ExposuresEpigenome-wide Association StudiesGenotype Data AnalysisMaternal Cigarette SmokingMaternal Smoking ExposureSelf-reported EthnicitySite-specific Dna Methylation Markers
Populations are often divided categorically into distinct racial/ethnic groups based on social rather than biological constructs. Genetic ancestry has been suggested as an alternative to this categorization. Herein, we typed over 450,000 CpG sites in whole blood of 573 individuals of diverse Hispanic origin who also had high-density genotype data. We found that both self-identified ethnicity and genetically determined ancestry were each significantly associated with methylation levels at 916 and 194 CpGs, respectively, and that shared genomic ancestry accounted for a median of 75.7% (IQR 45.8% to 92%) of the variance in methylation associated with ethnicity. There was a significant enrichment (p=4.2×10 -64 ) of ethnicity-associated sites amongst loci previously associated environmental exposures, particularly maternal smoking during pregnancy. We conclude that differential methylation between ethnic groups is partially explained by the shared genetic ancestry but that environmental factors not captured by ancestry significantly contribute to variation in methylation.
47
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Fast model-based estimation of ancestry in unrelated individuals
David H. Alexander, John Novembre, Kenneth Lange · Genome Research · 2009 · 10.6K citations · Full text
Population Structure and Eigenanalysis
Nick Patterson, Alkes L. Price, David Reich · PLoS Genetics · 2006 · 5.7K citations · Full text