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Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk
INTRODUCTION: Sex hormones are hypothesized to drive sex-specific health disparities. Here, we study the association between sex steroid hormones and DNA methylation-based (DNAm) biomarkers of age and mortality risk including Pheno Age Acceleration (AA), Grim AA, and DNAm-based estimators of Plasmin...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980235/ https://www.ncbi.nlm.nih.gov/pubmed/36865294 http://dx.doi.org/10.1101/2023.02.16.23285997 |
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author | Kusters, Cynthia DJ Paul, Kimberly C Lu, Ake T Ferrucci, Luigi Ritz, Beate R Binder, Alexandra M Horvath, Steve |
author_facet | Kusters, Cynthia DJ Paul, Kimberly C Lu, Ake T Ferrucci, Luigi Ritz, Beate R Binder, Alexandra M Horvath, Steve |
author_sort | Kusters, Cynthia DJ |
collection | PubMed |
description | INTRODUCTION: Sex hormones are hypothesized to drive sex-specific health disparities. Here, we study the association between sex steroid hormones and DNA methylation-based (DNAm) biomarkers of age and mortality risk including Pheno Age Acceleration (AA), Grim AA, and DNAm-based estimators of Plasminogen Activator Inhibitor 1 (PAI1), and leptin concentrations. METHODS: We pooled data from three population-based cohorts, the Framingham Heart Study Offspring Cohort (FHS), the Baltimore Longitudinal Study of Aging (BLSA), and the InCHIANTI Study, including 1,062 postmenopausal women without hormone therapy and 1,612 men of European descent. Sex hormone concentrations were standardized with mean 0 and standard deviation of 1, for each study and sex separately. Sex-stratified analyses using a linear mixed regression were performed, with a Benjamini-Hochberg (BH) adjustment for multiple testing. Sensitivity analysis was performed excluding the previously used training-set for the development of Pheno and Grim age. RESULTS: Sex Hormone Binding Globulin (SHBG) is associated with a decrease in DNAm PAI1 among men (per 1 standard deviation (SD): −478 pg/mL; 95%CI: −614 to −343; P:1e-11; BH-P: 1e-10), and women (−434 pg/mL; 95%CI: −589 to −279; P:1e-7; BH-P:2e-6). The testosterone/estradiol (TE) ratio was associated with a decrease in Pheno AA (−0.41 years; 95%CI: −0.70 to −0.12; P:0.01; BH-P: 0.04), and DNAm PAI1 (−351 pg/mL; 95%CI: −486 to −217; P:4e-7; BH-P:3e-6) among men. In men, 1 SD increase in total testosterone was associated with a decrease in DNAm PAI1 (−481 pg/mL; 95%CI: −613 to −349; P:2e-12; BH-P:6e-11). CONCLUSION: SHBG was associated with lower DNAm PAI1 among men and women. Higher testosterone and testosterone/estradiol ratio were associated with lower DNAm PAI and a younger epigenetic age in men. A decrease in DNAm PAI1 is associated with lower mortality and morbidity risk indicating a potential protective effect of testosterone on lifespan and conceivably cardiovascular health via DNAm PAI1. |
format | Online Article Text |
id | pubmed-9980235 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-99802352023-03-03 Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk Kusters, Cynthia DJ Paul, Kimberly C Lu, Ake T Ferrucci, Luigi Ritz, Beate R Binder, Alexandra M Horvath, Steve medRxiv Article INTRODUCTION: Sex hormones are hypothesized to drive sex-specific health disparities. Here, we study the association between sex steroid hormones and DNA methylation-based (DNAm) biomarkers of age and mortality risk including Pheno Age Acceleration (AA), Grim AA, and DNAm-based estimators of Plasminogen Activator Inhibitor 1 (PAI1), and leptin concentrations. METHODS: We pooled data from three population-based cohorts, the Framingham Heart Study Offspring Cohort (FHS), the Baltimore Longitudinal Study of Aging (BLSA), and the InCHIANTI Study, including 1,062 postmenopausal women without hormone therapy and 1,612 men of European descent. Sex hormone concentrations were standardized with mean 0 and standard deviation of 1, for each study and sex separately. Sex-stratified analyses using a linear mixed regression were performed, with a Benjamini-Hochberg (BH) adjustment for multiple testing. Sensitivity analysis was performed excluding the previously used training-set for the development of Pheno and Grim age. RESULTS: Sex Hormone Binding Globulin (SHBG) is associated with a decrease in DNAm PAI1 among men (per 1 standard deviation (SD): −478 pg/mL; 95%CI: −614 to −343; P:1e-11; BH-P: 1e-10), and women (−434 pg/mL; 95%CI: −589 to −279; P:1e-7; BH-P:2e-6). The testosterone/estradiol (TE) ratio was associated with a decrease in Pheno AA (−0.41 years; 95%CI: −0.70 to −0.12; P:0.01; BH-P: 0.04), and DNAm PAI1 (−351 pg/mL; 95%CI: −486 to −217; P:4e-7; BH-P:3e-6) among men. In men, 1 SD increase in total testosterone was associated with a decrease in DNAm PAI1 (−481 pg/mL; 95%CI: −613 to −349; P:2e-12; BH-P:6e-11). CONCLUSION: SHBG was associated with lower DNAm PAI1 among men and women. Higher testosterone and testosterone/estradiol ratio were associated with lower DNAm PAI and a younger epigenetic age in men. A decrease in DNAm PAI1 is associated with lower mortality and morbidity risk indicating a potential protective effect of testosterone on lifespan and conceivably cardiovascular health via DNAm PAI1. Cold Spring Harbor Laboratory 2023-07-30 /pmc/articles/PMC9980235/ /pubmed/36865294 http://dx.doi.org/10.1101/2023.02.16.23285997 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Kusters, Cynthia DJ Paul, Kimberly C Lu, Ake T Ferrucci, Luigi Ritz, Beate R Binder, Alexandra M Horvath, Steve Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk |
title | Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk |
title_full | Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk |
title_fullStr | Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk |
title_full_unstemmed | Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk |
title_short | Higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk |
title_sort | higher testosterone and testosterone/estradiol ratio in men are associated with better epigenetic estimators of mortality risk |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980235/ https://www.ncbi.nlm.nih.gov/pubmed/36865294 http://dx.doi.org/10.1101/2023.02.16.23285997 |
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