Phenotype and Tissue Expression as a Function of Genetic Risk in Polycystic Ovary Syndrome
Genome-wide association studies and replication analyses have identified (n = 5) or replicated (n = 10) DNA variants associated with risk for polycystic ovary syndrome (PCOS) in European women. However, the causal gene and underlying mechanism for PCOS risk at these loci have not been determined. We...
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Published in | PloS one Vol. 12; no. 1; p. e0168870 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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09.01.2017
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Abstract | Genome-wide association studies and replication analyses have identified (n = 5) or replicated (n = 10) DNA variants associated with risk for polycystic ovary syndrome (PCOS) in European women. However, the causal gene and underlying mechanism for PCOS risk at these loci have not been determined. We hypothesized that analysis of phenotype, gene expression and metformin response as a function of genotype would identify candidate genes and pathways that could provide insight into the underlying mechanism for risk at these loci. To test the hypothesis, subjects with PCOS (n = 427) diagnosed according to the NIH criteria (< 9 menses per year and clinical or biochemical hyperandrogenism) and controls (n = 407) with extensive phenotyping were studied. A subset of subjects (n = 38) underwent a subcutaneous adipose tissue biopsy for RNA sequencing and were subsequently treated with metformin for 12 weeks with standardized outcomes measured. Data were analyzed according to genotype at PCOS risk loci and adjusted for the false discovery rate. A gene variant in the THADA locus was associated with response to metformin and metformin was a predicted upstream regulator at the same locus. Genotype at the FSHB locus was associated with LH levels. Genes near the PCOS risk loci demonstrated differences in expression as a function of genotype in adipose including BLK and NEIL2 (GATA4 locus), GLIPR1 and PHLDA1 (KRR1 locus). Based on the phenotypes, expression quantitative trait loci (eQTL), and upstream regulatory and pathway analyses we hypothesize that there are PCOS subtypes. FSHB, FHSR and LHR loci may influence PCOS risk based on their relationship to gonadotropin levels. The THADA, GATA4, ERBB4, SUMO1P1, KRR1 and RAB5B loci appear to confer risk through metabolic mechanisms. The IRF1, SUMO1P1 and KRR1 loci may confer PCOS risk in development. The TOX3 and GATA4 loci appear to be involved in inflammation and its consequences. The data suggest potential PCOS subtypes and point to the need for additional studies to replicate these findings and identify personalized diagnosis and treatment options for PCOS. |
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AbstractList | Genome-wide association studies and replication analyses have identified (n = 5) or replicated (n = 10) DNA variants associated with risk for polycystic ovary syndrome (PCOS) in European women. However, the causal gene and underlying mechanism for PCOS risk at these loci have not been determined. We hypothesized that analysis of phenotype, gene expression and metformin response as a function of genotype would identify candidate genes and pathways that could provide insight into the underlying mechanism for risk at these loci. To test the hypothesis, subjects with PCOS (n = 427) diagnosed according to the NIH criteria (< 9 menses per year and clinical or biochemical hyperandrogenism) and controls (n = 407) with extensive phenotyping were studied. A subset of subjects (n = 38) underwent a subcutaneous adipose tissue biopsy for RNA sequencing and were subsequently treated with metformin for 12 weeks with standardized outcomes measured. Data were analyzed according to genotype at PCOS risk loci and adjusted for the false discovery rate. A gene variant in the THADA locus was associated with response to metformin and metformin was a predicted upstream regulator at the same locus. Genotype at the FSHB locus was associated with LH levels. Genes near the PCOS risk loci demonstrated differences in expression as a function of genotype in adipose including BLK and NEIL2 (GATA4 locus), GLIPR1 and PHLDA1 (KRR1 locus). Based on the phenotypes, expression quantitative trait loci (eQTL), and upstream regulatory and pathway analyses we hypothesize that there are PCOS subtypes. FSHB, FHSR and LHR loci may influence PCOS risk based on their relationship to gonadotropin levels. The THADA, GATA4, ERBB4, SUMO1P1, KRR1 and RAB5B loci appear to confer risk through metabolic mechanisms. The IRF1, SUMO1P1 and KRR1 loci may confer PCOS risk in development. The TOX3 and GATA4 loci appear to be involved in inflammation and its consequences. The data suggest potential PCOS subtypes and point to the need for additional studies to replicate these findings and identify personalized diagnosis and treatment options for PCOS. Genome-wide association studies and replication analyses have identified (n = 5) or replicated (n = 10) DNA variants associated with risk for polycystic ovary syndrome (PCOS) in European women. However, the causal gene and underlying mechanism for PCOS risk at these loci have not been determined. We hypothesized that analysis of phenotype, gene expression and metformin response as a function of genotype would identify candidate genes and pathways that could provide insight into the underlying mechanism for risk at these loci. To test the hypothesis, subjects with PCOS (n = 427) diagnosed according to the NIH criteria (< 9 menses per year and clinical or biochemical hyperandrogenism) and controls (n = 407) with extensive phenotyping were studied. A subset of subjects (n = 38) underwent a subcutaneous adipose tissue biopsy for RNA sequencing and were subsequently treated with metformin for 12 weeks with standardized outcomes measured. Data were analyzed according to genotype at PCOS risk loci and adjusted for the false discovery rate. A gene variant in the THADA locus was associated with response to metformin and metformin was a predicted upstream regulator at the same locus. Genotype at the FSHB locus was associated with LH levels. Genes near the PCOS risk loci demonstrated differences in expression as a function of genotype in adipose including BLK and NEIL2 ( GATA4 locus), GLIPR1 and PHLDA1 (KRR1 locus). Based on the phenotypes, expression quantitative trait loci (eQTL), and upstream regulatory and pathway analyses we hypothesize that there are PCOS subtypes. FSHB , FHSR and LHR loci may influence PCOS risk based on their relationship to gonadotropin levels. The THADA , GATA4 , ERBB4 , SUMO1P1 , KRR1 and RAB5B loci appear to confer risk through metabolic mechanisms. The IRF1 , SUMO1P1 and KRR1 loci may confer PCOS risk in development. The TOX3 and GATA4 loci appear to be involved in inflammation and its consequences. The data suggest potential PCOS subtypes and point to the need for additional studies to replicate these findings and identify personalized diagnosis and treatment options for PCOS. |
Audience | Academic |
Author | Saxena, Richa Mosbruger, Tim Pau, Cindy T. Welt, Corrine K. |
AuthorAffiliation | 3 Department of Anaesthesiology and Center for Human Genetics, Massachusetts General Hospital, Boston, Massachusetts, United States of America 4 Division of Endocrinology, Metabolism and Diabetes, University of Utah, Salt Lake City, Utah, United States of America 2 Huntsman Cancer Institute Bioinformatics, University of Utah, Salt Lake City, Utah, United States of America John Hopkins University School of Medicine, UNITED STATES 1 Reproductive Endocrine Unit, Massachusetts General Hospital, Boston, Massachusetts, United States of America |
AuthorAffiliation_xml | – name: 1 Reproductive Endocrine Unit, Massachusetts General Hospital, Boston, Massachusetts, United States of America – name: 2 Huntsman Cancer Institute Bioinformatics, University of Utah, Salt Lake City, Utah, United States of America – name: 4 Division of Endocrinology, Metabolism and Diabetes, University of Utah, Salt Lake City, Utah, United States of America – name: 3 Department of Anaesthesiology and Center for Human Genetics, Massachusetts General Hospital, Boston, Massachusetts, United States of America – name: John Hopkins University School of Medicine, UNITED STATES |
Author_xml | – sequence: 1 givenname: Cindy T. surname: Pau fullname: Pau, Cindy T. – sequence: 2 givenname: Tim surname: Mosbruger fullname: Mosbruger, Tim – sequence: 3 givenname: Richa surname: Saxena fullname: Saxena, Richa – sequence: 4 givenname: Corrine K. surname: Welt fullname: Welt, Corrine K. |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/28068351$$D View this record in MEDLINE/PubMed |
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Copyright | COPYRIGHT 2017 Public Library of Science 2017 Pau et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2017 Pau et al 2017 Pau et al |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Conceptualization: CTP CKW.Data curation: RS.Formal analysis: TM RS CKW CTP.Funding acquisition: CKW.Investigation: CW CTP.Methodology: TM RS CKW.Project administration: CTP.Software: TM RS.Supervision: CKW.Visualization: CTP CKW.Writing – original draft: CTP CKW.Writing – review & editing: CTP TM RS CKW. Competing Interests: I have read the journal's policy and the authors of this manuscript have the following competing interests: CKW was a consultant for Takeda Pharmaceuticals in the last 12 months. This does not alter our adherence to PLOS ONE policies on sharing data and materials. |
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SubjectTerms | Adipose tissue Bioinformatics Biology and Life Sciences Biomarkers Biopsy Case-Control Studies Data processing Deoxyribonucleic acid Diabetes Disease DNA Endocrinology ErbB-2 protein Female Follicle Stimulating Hormone - genetics Follicle Stimulating Hormone - metabolism Follicle-stimulating hormone Gene Expression Gene Expression Regulation Gene mapping Gene sequencing Genes Genetic aspects Genetic Association Studies Genetic Predisposition to Disease Genetics Genomes Genotype Genotypes Gonadotropins Humans Insulin resistance Interferon regulatory factor 1 Luteinizing Hormone - genetics Luteinizing Hormone - metabolism Medicine and Health Sciences Metabolism Metformin Metformin - pharmacology Metformin - therapeutic use Morphology Organ Specificity - genetics Pathogenesis Phenotype Phenotyping Physiological aspects Pituitary (anterior) Polycystic ovary syndrome Polycystic Ovary Syndrome - diagnosis Polycystic Ovary Syndrome - drug therapy Polycystic Ovary Syndrome - genetics Polycystic Ovary Syndrome - metabolism Quantitative Trait Loci Ribonucleic acid Risk Risk factors RNA Signal Transduction Thada Womens health Yang, Cindy |
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Title | Phenotype and Tissue Expression as a Function of Genetic Risk in Polycystic Ovary Syndrome |
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