Sex-heterogeneous SNPs disproportionately influence gene expression and health.
Phenotypic differences across sexes are pervasive, but the genetic architecture of sex differences within and across phenotypes is mostly unknown. In this study, we aimed to improve detection power for sex-differentially contributing SNPs previously demonstrated to be enriched in disease association...
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Public Library of Science (PLoS)
2022-05-01
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| Series: | PLoS Genetics |
| Online Access: | https://journals.plos.org/plosgenetics/article/file?id=10.1371/journal.pgen.1010147&type=printable |
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| author | Michela Traglia Margaux Bout Lauren A Weiss |
| author_facet | Michela Traglia Margaux Bout Lauren A Weiss |
| author_sort | Michela Traglia |
| collection | DOAJ |
| description | Phenotypic differences across sexes are pervasive, but the genetic architecture of sex differences within and across phenotypes is mostly unknown. In this study, we aimed to improve detection power for sex-differentially contributing SNPs previously demonstrated to be enriched in disease association, and we investigate their functions in health, pathophysiology, and genetic function. We leveraged GIANT and UK Biobank summary statistics and defined a set of 2,320 independent SNPs having sexually dimorphic effects within and across biometric traits (MAF > 0.001, P < 5x10-8). Biometric trait sex-heterogeneous SNPs (sex-het SNPs) showed enrichment in association signals for 20 out of 33 diseases/traits at 5% alpha compared to sex-homogeneous matched SNPs (empP < 0.001), and were significantly overrepresented in muscle, skeletal and stem cell development processes, and in calcium channel and microtubule complexes (FDR < 0.05, empP < 0.05). Interestingly, we found that sex-het SNPs significantly map to predicted expression quantitative trait loci (Pr-eQTLs) across brain and other tissues, methylation quantitative trait loci (meQTLs) during development, and transcription start sites, compared to sex-homogeneous SNPs. Finally, we verified that the sex-het disease/trait enrichment was not explained by Pr-eQTL enrichment alone, as sex-het Pr-eQTLs were more enriched than matched sex-homogeneous Pr-eQTLs. We conclude that genetic polymorphisms with sexually dimorphic effects on biometric traits not only contribute to fundamental embryogenic processes, but later in life play an outsized role in disease risk. These sex-het SNPs disproportionately influence gene expression and have a greater influence on disorders of body and brain than other expression-regulatory variation. Together, our data emphasize the genetic underpinnings of sexual dimorphism and its role in human health. |
| format | Article |
| id | doaj-art-3fd523dd6dfa4adf86424a9fb9e1d876 |
| institution | OA Journals |
| issn | 1553-7390 1553-7404 |
| language | English |
| publishDate | 2022-05-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS Genetics |
| spelling | doaj-art-3fd523dd6dfa4adf86424a9fb9e1d8762025-08-20T02:22:20ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042022-05-01185e101014710.1371/journal.pgen.1010147Sex-heterogeneous SNPs disproportionately influence gene expression and health.Michela TragliaMargaux BoutLauren A WeissPhenotypic differences across sexes are pervasive, but the genetic architecture of sex differences within and across phenotypes is mostly unknown. In this study, we aimed to improve detection power for sex-differentially contributing SNPs previously demonstrated to be enriched in disease association, and we investigate their functions in health, pathophysiology, and genetic function. We leveraged GIANT and UK Biobank summary statistics and defined a set of 2,320 independent SNPs having sexually dimorphic effects within and across biometric traits (MAF > 0.001, P < 5x10-8). Biometric trait sex-heterogeneous SNPs (sex-het SNPs) showed enrichment in association signals for 20 out of 33 diseases/traits at 5% alpha compared to sex-homogeneous matched SNPs (empP < 0.001), and were significantly overrepresented in muscle, skeletal and stem cell development processes, and in calcium channel and microtubule complexes (FDR < 0.05, empP < 0.05). Interestingly, we found that sex-het SNPs significantly map to predicted expression quantitative trait loci (Pr-eQTLs) across brain and other tissues, methylation quantitative trait loci (meQTLs) during development, and transcription start sites, compared to sex-homogeneous SNPs. Finally, we verified that the sex-het disease/trait enrichment was not explained by Pr-eQTL enrichment alone, as sex-het Pr-eQTLs were more enriched than matched sex-homogeneous Pr-eQTLs. We conclude that genetic polymorphisms with sexually dimorphic effects on biometric traits not only contribute to fundamental embryogenic processes, but later in life play an outsized role in disease risk. These sex-het SNPs disproportionately influence gene expression and have a greater influence on disorders of body and brain than other expression-regulatory variation. Together, our data emphasize the genetic underpinnings of sexual dimorphism and its role in human health.https://journals.plos.org/plosgenetics/article/file?id=10.1371/journal.pgen.1010147&type=printable |
| spellingShingle | Michela Traglia Margaux Bout Lauren A Weiss Sex-heterogeneous SNPs disproportionately influence gene expression and health. PLoS Genetics |
| title | Sex-heterogeneous SNPs disproportionately influence gene expression and health. |
| title_full | Sex-heterogeneous SNPs disproportionately influence gene expression and health. |
| title_fullStr | Sex-heterogeneous SNPs disproportionately influence gene expression and health. |
| title_full_unstemmed | Sex-heterogeneous SNPs disproportionately influence gene expression and health. |
| title_short | Sex-heterogeneous SNPs disproportionately influence gene expression and health. |
| title_sort | sex heterogeneous snps disproportionately influence gene expression and health |
| url | https://journals.plos.org/plosgenetics/article/file?id=10.1371/journal.pgen.1010147&type=printable |
| work_keys_str_mv | AT michelatraglia sexheterogeneoussnpsdisproportionatelyinfluencegeneexpressionandhealth AT margauxbout sexheterogeneoussnpsdisproportionatelyinfluencegeneexpressionandhealth AT laurenaweiss sexheterogeneoussnpsdisproportionatelyinfluencegeneexpressionandhealth |