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Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data
Esophageal adenocarcinoma (EA) and its precancerous condition Barrett’s esophagus (BE) are multifactorial diseases with rising prevalence rates in Western populations. A recent meta-analysis of genome-wide association studies (GWAS) data identified 14 BE/EA risk loci located in non-coding genomic re...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6938334/ https://www.ncbi.nlm.nih.gov/pubmed/31891614 http://dx.doi.org/10.1371/journal.pone.0227072 |
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author | Schröder, Julia Schüller, Vitalia May, Andrea Gerges, Christian Anders, Mario Becker, Jessica Hess, Timo Kreuser, Nicole Thieme, René Ludwig, Kerstin U. Noder, Tania Venerito, Marino Veits, Lothar Schmidt, Thomas Fuchs, Claudia Izbicki, Jakob R. Hölscher, Arnulf H. Dakkak, Dani Jansen-Winkeln, Boris Moulla, Yusef Lyros, Orestis Niebisch, Stefan Mehdorn, Matthias Lang, Hauke Lorenz, Dietmar Schumacher, Brigitte Mayershofer, Rupert Vashist, Yogesh Ott, Katja Vieth, Michael Weismüller, Josef Mangold, Elisabeth Nöthen, Markus M. Moebus, Susanne Knapp, Michael Neuhaus, Horst Rösch, Thomas Ell, Christian Gockel, Ines Schumacher, Johannes Böhmer, Anne C. |
author_facet | Schröder, Julia Schüller, Vitalia May, Andrea Gerges, Christian Anders, Mario Becker, Jessica Hess, Timo Kreuser, Nicole Thieme, René Ludwig, Kerstin U. Noder, Tania Venerito, Marino Veits, Lothar Schmidt, Thomas Fuchs, Claudia Izbicki, Jakob R. Hölscher, Arnulf H. Dakkak, Dani Jansen-Winkeln, Boris Moulla, Yusef Lyros, Orestis Niebisch, Stefan Mehdorn, Matthias Lang, Hauke Lorenz, Dietmar Schumacher, Brigitte Mayershofer, Rupert Vashist, Yogesh Ott, Katja Vieth, Michael Weismüller, Josef Mangold, Elisabeth Nöthen, Markus M. Moebus, Susanne Knapp, Michael Neuhaus, Horst Rösch, Thomas Ell, Christian Gockel, Ines Schumacher, Johannes Böhmer, Anne C. |
author_sort | Schröder, Julia |
collection | PubMed |
description | Esophageal adenocarcinoma (EA) and its precancerous condition Barrett’s esophagus (BE) are multifactorial diseases with rising prevalence rates in Western populations. A recent meta-analysis of genome-wide association studies (GWAS) data identified 14 BE/EA risk loci located in non-coding genomic regions. Knowledge about the impact of non-coding variation on disease pathology is incomplete and needs further investigation. The aim of the present study was (i) to identify candidate genes of functional relevance to BE/EA at known risk loci and (ii) to find novel risk loci among the suggestively associated variants through the integration of expression quantitative trait loci (eQTL) and genetic association data. eQTL data from two BE/EA-relevant tissues (esophageal mucosa and gastroesophageal junction) generated within the context of the GTEx project were cross-referenced with the GWAS meta-analysis data. Variants representing an eQTL in at least one of the two tissues were categorized into genome-wide significant loci (P < 5×10(−8)) and novel candidate loci (5×10(−8) ≤ P ≤ 5×10(−5)). To follow up these novel candidate loci, a genetic association study was performed in a replication cohort comprising 1,993 cases and 967 controls followed by a combined analysis with the GWAS meta-analysis data. The cross-referencing of eQTL and genetic data yielded 2,180 variants that represented 25 loci. Among the previously reported genome-wide significant loci, 22 eQTLs were identified in esophageal mucosa and/or gastroesophageal junction tissue. The regulated genes, most of which have not been linked to BE/EA etiology so far, included C2orf43/LDAH, ZFP57, and SLC9A3. Among the novel candidate loci, replication was achieved for two variants (rs7754014, P(combined) = 3.16×10(−7) and rs1540, P(combined) = 4.16×10(−6)) which represent eQTLs for CFDP1 and SLC22A3, respectively. In summary, the present approach identified candidate genes whose expression was regulated by risk variants in disease-relevant tissues. These findings may facilitate the elucidation of BE/EA pathophysiology. |
format | Online Article Text |
id | pubmed-6938334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69383342020-01-07 Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data Schröder, Julia Schüller, Vitalia May, Andrea Gerges, Christian Anders, Mario Becker, Jessica Hess, Timo Kreuser, Nicole Thieme, René Ludwig, Kerstin U. Noder, Tania Venerito, Marino Veits, Lothar Schmidt, Thomas Fuchs, Claudia Izbicki, Jakob R. Hölscher, Arnulf H. Dakkak, Dani Jansen-Winkeln, Boris Moulla, Yusef Lyros, Orestis Niebisch, Stefan Mehdorn, Matthias Lang, Hauke Lorenz, Dietmar Schumacher, Brigitte Mayershofer, Rupert Vashist, Yogesh Ott, Katja Vieth, Michael Weismüller, Josef Mangold, Elisabeth Nöthen, Markus M. Moebus, Susanne Knapp, Michael Neuhaus, Horst Rösch, Thomas Ell, Christian Gockel, Ines Schumacher, Johannes Böhmer, Anne C. PLoS One Research Article Esophageal adenocarcinoma (EA) and its precancerous condition Barrett’s esophagus (BE) are multifactorial diseases with rising prevalence rates in Western populations. A recent meta-analysis of genome-wide association studies (GWAS) data identified 14 BE/EA risk loci located in non-coding genomic regions. Knowledge about the impact of non-coding variation on disease pathology is incomplete and needs further investigation. The aim of the present study was (i) to identify candidate genes of functional relevance to BE/EA at known risk loci and (ii) to find novel risk loci among the suggestively associated variants through the integration of expression quantitative trait loci (eQTL) and genetic association data. eQTL data from two BE/EA-relevant tissues (esophageal mucosa and gastroesophageal junction) generated within the context of the GTEx project were cross-referenced with the GWAS meta-analysis data. Variants representing an eQTL in at least one of the two tissues were categorized into genome-wide significant loci (P < 5×10(−8)) and novel candidate loci (5×10(−8) ≤ P ≤ 5×10(−5)). To follow up these novel candidate loci, a genetic association study was performed in a replication cohort comprising 1,993 cases and 967 controls followed by a combined analysis with the GWAS meta-analysis data. The cross-referencing of eQTL and genetic data yielded 2,180 variants that represented 25 loci. Among the previously reported genome-wide significant loci, 22 eQTLs were identified in esophageal mucosa and/or gastroesophageal junction tissue. The regulated genes, most of which have not been linked to BE/EA etiology so far, included C2orf43/LDAH, ZFP57, and SLC9A3. Among the novel candidate loci, replication was achieved for two variants (rs7754014, P(combined) = 3.16×10(−7) and rs1540, P(combined) = 4.16×10(−6)) which represent eQTLs for CFDP1 and SLC22A3, respectively. In summary, the present approach identified candidate genes whose expression was regulated by risk variants in disease-relevant tissues. These findings may facilitate the elucidation of BE/EA pathophysiology. Public Library of Science 2019-12-31 /pmc/articles/PMC6938334/ /pubmed/31891614 http://dx.doi.org/10.1371/journal.pone.0227072 Text en © 2019 Schröder et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Schröder, Julia Schüller, Vitalia May, Andrea Gerges, Christian Anders, Mario Becker, Jessica Hess, Timo Kreuser, Nicole Thieme, René Ludwig, Kerstin U. Noder, Tania Venerito, Marino Veits, Lothar Schmidt, Thomas Fuchs, Claudia Izbicki, Jakob R. Hölscher, Arnulf H. Dakkak, Dani Jansen-Winkeln, Boris Moulla, Yusef Lyros, Orestis Niebisch, Stefan Mehdorn, Matthias Lang, Hauke Lorenz, Dietmar Schumacher, Brigitte Mayershofer, Rupert Vashist, Yogesh Ott, Katja Vieth, Michael Weismüller, Josef Mangold, Elisabeth Nöthen, Markus M. Moebus, Susanne Knapp, Michael Neuhaus, Horst Rösch, Thomas Ell, Christian Gockel, Ines Schumacher, Johannes Böhmer, Anne C. Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data |
title | Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data |
title_full | Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data |
title_fullStr | Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data |
title_full_unstemmed | Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data |
title_short | Identification of loci of functional relevance to Barrett’s esophagus and esophageal adenocarcinoma: Cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data |
title_sort | identification of loci of functional relevance to barrett’s esophagus and esophageal adenocarcinoma: cross-referencing of expression quantitative trait loci data from disease-relevant tissues with genetic association data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6938334/ https://www.ncbi.nlm.nih.gov/pubmed/31891614 http://dx.doi.org/10.1371/journal.pone.0227072 |
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