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Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes
- Source :
- Genome Research, 28(11), 1621-1635
- Publication Year :
- 2018
- Publisher :
- Cold Spring Harbor Laboratory Press, 2018.
-
Abstract
- Most expression quantitative trait locus (eQTL) studies to date have been performed in heterogeneous tissues as opposed to specific cell types. To better understand the cell-type–specific regulatory landscape of human melanocytes, which give rise to melanoma but account for cis-eQTL SNPs prior to linkage disequilibrium (LD) pruning and 4997 eGenes (FDR < 0.05). Melanocyte eQTLs differed considerably from those identified in the 44 GTEx tissue types, including skin. Over a third of melanocyte eGenes, including key genes in melanin synthesis pathways, were unique to melanocytes compared to those of GTEx skin tissues or TCGA melanomas. The melanocyte data set also identified trans-eQTLs, including those connecting a pigmentation-associated functional SNP with four genes, likely through cis-regulation of IRF4. Melanocyte eQTLs are enriched in cis-regulatory signatures found in melanocytes as well as in melanoma-associated variants identified through genome-wide association studies. Melanocyte eQTLs also colocalized with melanoma GWAS variants in five known loci. Finally, a transcriptome-wide association study using melanocyte eQTLs uncovered four novel susceptibility loci, where imputed expression levels of five genes (ZFP90, HEBP1, MSC, CBWD1, and RP11-383H13.1) were associated with melanoma at genome-wide significant P-values. Our data highlight the utility of lineage-specific eQTL resources for annotating GWAS findings, and present a robust database for genomic research of melanoma risk and melanocyte biology.
- Subjects :
- 0301 basic medicine
Hemeproteins
Linkage disequilibrium
Quantitative Trait Loci
Single-nucleotide polymorphism
Genome-wide association study
Biology
Quantitative trait locus
Melanocyte
Polymorphism, Single Nucleotide
Linkage Disequilibrium
03 medical and health sciences
Heme-Binding Proteins
0302 clinical medicine
Genetics
medicine
Basic Helix-Loop-Helix Transcription Factors
Humans
Genetic Predisposition to Disease
Melanoma
Genetics (clinical)
Cells, Cultured
Genetic association
Research
medicine.disease
Repressor Proteins
030104 developmental biology
medicine.anatomical_structure
030220 oncology & carcinogenesis
Expression quantitative trait loci
Interferon Regulatory Factors
Melanocytes
Carrier Proteins
Subjects
Details
- Language :
- English
- ISSN :
- 10889051
- Database :
- OpenAIRE
- Journal :
- Genome Research, 28(11), 1621-1635
- Accession number :
- edsair.doi.dedup.....15f62743de9139d3fa5865ac39a0f335