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Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies
Vascular endothelial growth factor (VEGF) is an angiogenic and neurotrophic factor, secreted by endothelial cells, known to impact various physiological and disease processes from cancer to cardiovascular disease and to be pharmacologically modifiable. We sought to identify novel loci associated wit...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4766012/ https://www.ncbi.nlm.nih.gov/pubmed/26910538 http://dx.doi.org/10.1371/journal.pgen.1005874 |
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author | Choi, Seung Hoan Ruggiero, Daniela Sorice, Rossella Song, Ci Nutile, Teresa Vernon Smith, Albert Concas, Maria Pina Traglia, Michela Barbieri, Caterina Ndiaye, Ndeye Coumba Stathopoulou, Maria G. Lagou, Vasiliki Maestrale, Giovanni Battista Sala, Cinzia Debette, Stephanie Kovacs, Peter Lind, Lars Lamont, John Fitzgerald, Peter Tönjes, Anke Gudnason, Vilmundur Toniolo, Daniela Pirastu, Mario Bellenguez, Celine Vasan, Ramachandran S. Ingelsson, Erik Leutenegger, Anne-Louise Johnson, Andrew D. DeStefano, Anita L. Visvikis-Siest, Sophie Seshadri, Sudha Ciullo, Marina |
author_facet | Choi, Seung Hoan Ruggiero, Daniela Sorice, Rossella Song, Ci Nutile, Teresa Vernon Smith, Albert Concas, Maria Pina Traglia, Michela Barbieri, Caterina Ndiaye, Ndeye Coumba Stathopoulou, Maria G. Lagou, Vasiliki Maestrale, Giovanni Battista Sala, Cinzia Debette, Stephanie Kovacs, Peter Lind, Lars Lamont, John Fitzgerald, Peter Tönjes, Anke Gudnason, Vilmundur Toniolo, Daniela Pirastu, Mario Bellenguez, Celine Vasan, Ramachandran S. Ingelsson, Erik Leutenegger, Anne-Louise Johnson, Andrew D. DeStefano, Anita L. Visvikis-Siest, Sophie Seshadri, Sudha Ciullo, Marina |
author_sort | Choi, Seung Hoan |
collection | PubMed |
description | Vascular endothelial growth factor (VEGF) is an angiogenic and neurotrophic factor, secreted by endothelial cells, known to impact various physiological and disease processes from cancer to cardiovascular disease and to be pharmacologically modifiable. We sought to identify novel loci associated with circulating VEGF levels through a genome-wide association meta-analysis combining data from European-ancestry individuals and using a dense variant map from 1000 genomes imputation panel. Six discovery cohorts including 13,312 samples were analyzed, followed by in-silico and de-novo replication studies including an additional 2,800 individuals. A total of 10 genome-wide significant variants were identified at 7 loci. Four were novel loci (5q14.3, 10q21.3, 16q24.2 and 18q22.3) and the leading variants at these loci were rs114694170 (MEF2C, P = 6.79x10(-13)), rs74506613 (JMJD1C, P = 1.17x10(-19)), rs4782371 (ZFPM1, P = 1.59x10(-9)) and rs2639990 (ZADH2, P = 1.72x10(-8)), respectively. We also identified two new independent variants (rs34528081, VEGFA, P = 1.52x10(-18); rs7043199, VLDLR-AS1, P = 5.12x10(-14)) at the 3 previously identified loci and strengthened the evidence for the four previously identified SNPs (rs6921438, LOC100132354, P = 7.39x10(-1467); rs1740073, C6orf223, P = 2.34x10(-17); rs6993770, ZFPM2, P = 2.44x10(-60); rs2375981, KCNV2, P = 1.48x10(-100)). These variants collectively explained up to 52% of the VEGF phenotypic variance. We explored biological links between genes in the associated loci using Ingenuity Pathway Analysis that emphasized their roles in embryonic development and function. Gene set enrichment analysis identified the ERK5 pathway as enriched in genes containing VEGF associated variants. eQTL analysis showed, in three of the identified regions, variants acting as both cis and trans eQTLs for multiple genes. Most of these genes, as well as some of those in the associated loci, were involved in platelet biogenesis and functionality, suggesting the importance of this process in regulation of VEGF levels. This work also provided new insights into the involvement of genes implicated in various angiogenesis related pathologies in determining circulating VEGF levels. The understanding of the molecular mechanisms by which the identified genes affect circulating VEGF levels could be important in the development of novel VEGF-related therapies for such diseases. |
format | Online Article Text |
id | pubmed-4766012 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-47660122016-02-26 Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies Choi, Seung Hoan Ruggiero, Daniela Sorice, Rossella Song, Ci Nutile, Teresa Vernon Smith, Albert Concas, Maria Pina Traglia, Michela Barbieri, Caterina Ndiaye, Ndeye Coumba Stathopoulou, Maria G. Lagou, Vasiliki Maestrale, Giovanni Battista Sala, Cinzia Debette, Stephanie Kovacs, Peter Lind, Lars Lamont, John Fitzgerald, Peter Tönjes, Anke Gudnason, Vilmundur Toniolo, Daniela Pirastu, Mario Bellenguez, Celine Vasan, Ramachandran S. Ingelsson, Erik Leutenegger, Anne-Louise Johnson, Andrew D. DeStefano, Anita L. Visvikis-Siest, Sophie Seshadri, Sudha Ciullo, Marina PLoS Genet Research Article Vascular endothelial growth factor (VEGF) is an angiogenic and neurotrophic factor, secreted by endothelial cells, known to impact various physiological and disease processes from cancer to cardiovascular disease and to be pharmacologically modifiable. We sought to identify novel loci associated with circulating VEGF levels through a genome-wide association meta-analysis combining data from European-ancestry individuals and using a dense variant map from 1000 genomes imputation panel. Six discovery cohorts including 13,312 samples were analyzed, followed by in-silico and de-novo replication studies including an additional 2,800 individuals. A total of 10 genome-wide significant variants were identified at 7 loci. Four were novel loci (5q14.3, 10q21.3, 16q24.2 and 18q22.3) and the leading variants at these loci were rs114694170 (MEF2C, P = 6.79x10(-13)), rs74506613 (JMJD1C, P = 1.17x10(-19)), rs4782371 (ZFPM1, P = 1.59x10(-9)) and rs2639990 (ZADH2, P = 1.72x10(-8)), respectively. We also identified two new independent variants (rs34528081, VEGFA, P = 1.52x10(-18); rs7043199, VLDLR-AS1, P = 5.12x10(-14)) at the 3 previously identified loci and strengthened the evidence for the four previously identified SNPs (rs6921438, LOC100132354, P = 7.39x10(-1467); rs1740073, C6orf223, P = 2.34x10(-17); rs6993770, ZFPM2, P = 2.44x10(-60); rs2375981, KCNV2, P = 1.48x10(-100)). These variants collectively explained up to 52% of the VEGF phenotypic variance. We explored biological links between genes in the associated loci using Ingenuity Pathway Analysis that emphasized their roles in embryonic development and function. Gene set enrichment analysis identified the ERK5 pathway as enriched in genes containing VEGF associated variants. eQTL analysis showed, in three of the identified regions, variants acting as both cis and trans eQTLs for multiple genes. Most of these genes, as well as some of those in the associated loci, were involved in platelet biogenesis and functionality, suggesting the importance of this process in regulation of VEGF levels. This work also provided new insights into the involvement of genes implicated in various angiogenesis related pathologies in determining circulating VEGF levels. The understanding of the molecular mechanisms by which the identified genes affect circulating VEGF levels could be important in the development of novel VEGF-related therapies for such diseases. Public Library of Science 2016-02-24 /pmc/articles/PMC4766012/ /pubmed/26910538 http://dx.doi.org/10.1371/journal.pgen.1005874 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Choi, Seung Hoan Ruggiero, Daniela Sorice, Rossella Song, Ci Nutile, Teresa Vernon Smith, Albert Concas, Maria Pina Traglia, Michela Barbieri, Caterina Ndiaye, Ndeye Coumba Stathopoulou, Maria G. Lagou, Vasiliki Maestrale, Giovanni Battista Sala, Cinzia Debette, Stephanie Kovacs, Peter Lind, Lars Lamont, John Fitzgerald, Peter Tönjes, Anke Gudnason, Vilmundur Toniolo, Daniela Pirastu, Mario Bellenguez, Celine Vasan, Ramachandran S. Ingelsson, Erik Leutenegger, Anne-Louise Johnson, Andrew D. DeStefano, Anita L. Visvikis-Siest, Sophie Seshadri, Sudha Ciullo, Marina Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies |
title | Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies |
title_full | Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies |
title_fullStr | Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies |
title_full_unstemmed | Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies |
title_short | Six Novel Loci Associated with Circulating VEGF Levels Identified by a Meta-analysis of Genome-Wide Association Studies |
title_sort | six novel loci associated with circulating vegf levels identified by a meta-analysis of genome-wide association studies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4766012/ https://www.ncbi.nlm.nih.gov/pubmed/26910538 http://dx.doi.org/10.1371/journal.pgen.1005874 |
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