Cell Reports · 2016 · 216 citations · 36 references
Life SciencesGeneticsSystems BiologyCellular ImmunologyImmunogeneticsStatistical GeneticsDisease Susceptibility LociGenome-wide Association StudiesHumoral ImmunityQuantitative Trait AnalysisQuantitative Trait LociQuantitative Trait Loci MappingGenetic Heritability EstimationGenome-wide Association Study DesignImmune Trait GeneticsImmunogenetic SusceptibilityLeukocyte PopulationsPeripheral Blood Lymphocyte Analysis
Effective immunity requires a complex network of cellular and humoral components that interact with each other and are influenced by different environmental and host factors. We used a systems biology approach to comprehensively assess the impact of environmental and genetic factors on immune cell populations in peripheral blood, including associations with immunoglobulin concentrations, from ∼500 healthy volunteers from the Human Functional Genomics Project. Genetic heritability estimation showed that variations in T cell numbers are more strongly driven by genetic factors, while B cell counts are more environmentally influenced. Quantitative trait loci (QTL) mapping identified eight independent genomic loci associated with leukocyte count variation, including four associations with T and B cell subtypes. The QTLs identified were enriched among genome-wide association study (GWAS) SNPs reported to increase susceptibility to immune-mediated diseases. Our systems approach provides insights into cellular and humoral immune trait variability in humans.
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R Core Team · 2000 · 353K citations · Full text
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Common SNPs explain a large proportion of the heritability for human height
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