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 inPloS one Vol. 12; no. 1; p. e0168870
Main Authors Pau, Cindy T., Mosbruger, Tim, Saxena, Richa, Welt, Corrine K.
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 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.
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
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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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RelatedPersons Yang, Cindy
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Snippet Genome-wide association studies and replication analyses have identified (n = 5) or replicated (n = 10) DNA variants associated with risk for polycystic ovary...
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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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Volume 12
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