A mega-analysis of expression quantitative trait loci (eQTL) provides insight into the regulatory architecture of gene expression variation in liver

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作者
Tobias Strunz
Felix Grassmann
Javier Gayán
Satu Nahkuri
Debora Souza-Costa
Cyrille Maugeais
Sascha Fauser
Everson Nogoceke
Bernhard H. F. Weber
机构
[1] Roche Innovation Center Basel,
[2] F. Hoffmann-La Roche Ltd,undefined
[3] Institute of Human Genetics,undefined
[4] University of Regensburg,undefined
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Scientific Reports | / 8卷
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Genome-wide association studies (GWAS) have identified numerous genetic variants in the human genome associated with diseases and traits. Nevertheless, for most loci the causative variant is still unknown. Expression quantitative trait loci (eQTL) in disease relevant tissues is an excellent approach to correlate genetic association with gene expression. While liver is the primary site of gene transcription for two pathways relevant to age-related macular degeneration (AMD), namely the complement system and cholesterol metabolism, we explored the contribution of AMD associated variants to modulate liver gene expression. We extracted publicly available data and computed the largest eQTL data set for liver tissue to date. Genotypes and expression data from all studies underwent rigorous quality control. Subsequently, Matrix eQTL was used to identify significant local eQTL. In total, liver samples from 588 individuals revealed 202,489 significant eQTL variants affecting 1,959 genes (Q-Value < 0.001). In addition, a further 101 independent eQTL signals were identified in 93 of the 1,959 eQTL genes. Importantly, our results independently reinforce the notion that high density lipoprotein metabolism plays a role in AMD pathogenesis. Taken together, our study generated a first comprehensive map reflecting the genetic regulatory landscape of gene expression in liver.
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  • [1] Welter D(2014)The NHGRI GWAS Catalog, a curated resource of SNP-trait associations Nucleic Acids Res. 42 D1001-6
  • [2] Klein RJ(2005)Complement factor H polymorphism in age-related macular degeneration Science 308 385-9
  • [3] Fritsche LG(2016)A large genome-wide association study of age-related macular degeneration highlights contributions of rare and common variants Nat. Genet. 48 134-43
  • [4] Grassmann F(2015)The genetics of age-related macular degeneration (AMD) – Novel targets for designing treatment options? Eur. J. Pharm. Biopharm. 95 194-202
  • [5] Fauser S(2014)The role of the complement system in age-related macular degeneration Dtsch. Arztebl. Int. 111 133-8
  • [6] Weber BHF(2016)Multiallelic copy number variation in the complement component 4A (C4A) gene is associated with late-stage age-related macular degeneration (AMD) J. Neuroinflammation 13 7766-24.e3
  • [7] Weber BHF(2015)Genetic Variants and Systemic Complement Activation Levels Are Associated With Serum Lipoprotein Levels in Age-Related Macular Degeneration Invest. Ophthalmol. Vis. Sci. 56 e90973-94
  • [8] Grassmann F(2014)Elevated high-density lipoprotein cholesterol and age-related macular degeneration: the Alienor study PLoS One 9 513-437
  • [9] Paun CC(2014)Lipids, lipid genes, and incident age-related macular degeneration: the three continent age-related macular degeneration consortium Am. J. Ophthalmol. 158 e1004958-1032
  • [10] Cougnard-Grégoire A(2015)Tissue-Specific Effects of Genetic and Epigenetic Variation on Gene Regulation and Splicing PLoS Genet. 11 184-20