Cargando…

Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes

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 <5% of typical human s...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Tongwu, Choi, Jiyeon, Kovacs, Michael A., Shi, Jianxin, Xu, Mai, Goldstein, Alisa M., Trower, Adam J., Bishop, D. Timothy, Iles, Mark M., Duffy, David L., MacGregor, Stuart, Amundadottir, Laufey T., Law, Matthew H., Loftus, Stacie K., Pavan, William J., Brown, Kevin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211648/
https://www.ncbi.nlm.nih.gov/pubmed/30333196
http://dx.doi.org/10.1101/gr.233304.117
_version_ 1783367377349509120
author Zhang, Tongwu
Choi, Jiyeon
Kovacs, Michael A.
Shi, Jianxin
Xu, Mai
Goldstein, Alisa M.
Trower, Adam J.
Bishop, D. Timothy
Iles, Mark M.
Duffy, David L.
MacGregor, Stuart
Amundadottir, Laufey T.
Law, Matthew H.
Loftus, Stacie K.
Pavan, William J.
Brown, Kevin M.
author_facet Zhang, Tongwu
Choi, Jiyeon
Kovacs, Michael A.
Shi, Jianxin
Xu, Mai
Goldstein, Alisa M.
Trower, Adam J.
Bishop, D. Timothy
Iles, Mark M.
Duffy, David L.
MacGregor, Stuart
Amundadottir, Laufey T.
Law, Matthew H.
Loftus, Stacie K.
Pavan, William J.
Brown, Kevin M.
author_sort Zhang, Tongwu
collection PubMed
description 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 <5% of typical human skin biopsies, we performed an eQTL analysis in primary melanocyte cultures from 106 newborn males. We identified 597,335 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.
format Online
Article
Text
id pubmed-6211648
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Cold Spring Harbor Laboratory Press
record_format MEDLINE/PubMed
spelling pubmed-62116482019-05-01 Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes Zhang, Tongwu Choi, Jiyeon Kovacs, Michael A. Shi, Jianxin Xu, Mai Goldstein, Alisa M. Trower, Adam J. Bishop, D. Timothy Iles, Mark M. Duffy, David L. MacGregor, Stuart Amundadottir, Laufey T. Law, Matthew H. Loftus, Stacie K. Pavan, William J. Brown, Kevin M. Genome Res Research 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 <5% of typical human skin biopsies, we performed an eQTL analysis in primary melanocyte cultures from 106 newborn males. We identified 597,335 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. Cold Spring Harbor Laboratory Press 2018-11 /pmc/articles/PMC6211648/ /pubmed/30333196 http://dx.doi.org/10.1101/gr.233304.117 Text en © 2018 Zhang et al.; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Research
Zhang, Tongwu
Choi, Jiyeon
Kovacs, Michael A.
Shi, Jianxin
Xu, Mai
Goldstein, Alisa M.
Trower, Adam J.
Bishop, D. Timothy
Iles, Mark M.
Duffy, David L.
MacGregor, Stuart
Amundadottir, Laufey T.
Law, Matthew H.
Loftus, Stacie K.
Pavan, William J.
Brown, Kevin M.
Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes
title Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes
title_full Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes
title_fullStr Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes
title_full_unstemmed Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes
title_short Cell-type–specific eQTL of primary melanocytes facilitates identification of melanoma susceptibility genes
title_sort cell-type–specific eqtl of primary melanocytes facilitates identification of melanoma susceptibility genes
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211648/
https://www.ncbi.nlm.nih.gov/pubmed/30333196
http://dx.doi.org/10.1101/gr.233304.117
work_keys_str_mv AT zhangtongwu celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT choijiyeon celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT kovacsmichaela celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT shijianxin celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT xumai celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT goldsteinalisam celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT troweradamj celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT bishopdtimothy celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT ilesmarkm celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT duffydavidl celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT macgregorstuart celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT amundadottirlaufeyt celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT lawmatthewh celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT loftusstaciek celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT pavanwilliamj celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes
AT brownkevinm celltypespecificeqtlofprimarymelanocytesfacilitatesidentificationofmelanomasusceptibilitygenes