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Shen J, Valentim W, Friligkou E, Overstreet C, Choi K, Koller D, O'Donnell CJ, Stein MB, Gelernter J, Lv H, Sun L, Falcone GJ, Polimanti R, Pathak GA. Genetics of posttraumatic stress disorder and cardiovascular conditions using Life's Essential 8, Electronic Health Records, and Heart Imaging. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.20.24312181. [PMID: 39228734 PMCID: PMC11370495 DOI: 10.1101/2024.08.20.24312181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
BACKGROUND Patients with post-traumatic stress disorder (PTSD) experience higher risk of adverse cardiovascular (CV) outcomes. This study explores shared loci, and genes between PTSD and CV conditions from three major domains: CV diagnoses from electronic health records (CV-EHR), cardiac and aortic imaging, and CV health behaviors defined in Life's Essential 8 (LE8). METHODS We used genome-wide association study (GWAS) of PTSD (N=1,222,882), 246 CV diagnoses based on EHR data from Million Veteran Program (MVP; N=458,061), UK Biobank (UKBB; N=420,531), 82 cardiac and aortic imaging traits (N=26,893), and GWAS of traits defined in the LE8 (N = 282,271 ~ 1,320,016). Shared loci between PTSD and CV conditions were identified using local genetic correlations (rg), and colocalization (shared causal variants). Overlapping genes between PTSD and CV conditions were identified from genetically regulated proteome expression in brain and blood tissues, and subsequently tested to identify functional pathways and gene-drug targets. Epidemiological replication of EHR-CV diagnoses was performed in AllofUS cohort (AoU; N=249,906). RESULTS Among the 76 PTSD-susceptibility risk loci, 33 loci exhibited local rg with 45 CV-EHR traits (|rg|≥0.4), four loci with eight heart imaging traits(|rg|≥0.5), and 44 loci with LE8 factors (|rg|≥0.36) in MVP. Among significantly correlated loci, we found shared causal variants (colocalization probability > 80%) between PTSD and 17 CV-EHR (in MVP) at 11 loci in MVP, that also replicated in UKBB and/or other cohorts. Of the 17 traits, the observational analysis in the AoU showed PTSD was associated with 13 CV-EHR traits after accounting for socioeconomic factors and depression diagnosis. PTSD colocalized with eight heart imaging traits on 2 loci and with LE8 factors on 31 loci. Leveraging blood and brain proteome expression, we found 33 and 122 genes, respectively, shared between PTSD and CVD. Blood proteome genes were related to neuronal and immune processes, while the brain proteome genes converged on metabolic and calcium-modulating pathways (FDR p <0.05). Drug repurposing analysis highlighted DRD2, NOS1, GFAP, and POR as common targets of psychiatric and CV drugs. CONCLUSION PTSD-CV comorbidities exhibit shared risk loci, and genes involved in tissue-specific regulatory mechanisms.
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Affiliation(s)
- Jie Shen
- Department of Cardiology, Children's Hospital of Soochow University, Suzhou, China
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Wander Valentim
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Faculdade de Medicina da Universidade Federal de Minas Gerais, Belo Horizonte, State of Minas Gerais, Brazil
| | - Eleni Friligkou
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Cassie Overstreet
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Karmel Choi
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Dora Koller
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Genetics, Microbiology, and Statistics, Faculty of Biology, University of Barcelona, Catalonia, Spain
| | - Christopher J O'Donnell
- Department of Psychiatry, UC San Diego School of Medicine, University of California, San Diego, La Jolla, California; Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, California; Veterans Affairs San Diego Healthcare System, San Diego, California
| | - Murray B Stein
- Cardiology Section, Department of Medicine, Veterans Affairs Boston Healthcare System, West Roxbury, Massachusetts
| | - Joel Gelernter
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Haitao Lv
- Department of Cardiology, Children's Hospital of Soochow University, Suzhou, China
| | - Ling Sun
- Department of Cardiology, Children's Hospital of Soochow University, Suzhou, China
| | - Guido J Falcone
- Center for Brain and Mind Health Yale University New Haven CT USA; Department of Neurology Yale University New Haven CT USA
| | - Renato Polimanti
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Gita A Pathak
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
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Thurston RC, Chang Y, Wu M, Harrison EM, Aizenstein HJ, Derby CA, Barinas-Mitchell E, Maki PM. Reproductive hormones in relation to white matter hyperintensity volumes among midlife women. Alzheimers Dement 2024. [PMID: 38948946 DOI: 10.1002/alz.14093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 05/29/2024] [Accepted: 06/03/2024] [Indexed: 07/02/2024]
Abstract
INTRODUCTION Although reproductive hormones are implicated in cerebral small vessel disease in women, few studies consider measured hormones in relation to white matter hyperintensity volume (WMHV), a key indicator of cerebral small vessel disease. Even fewer studies consider estrone (E1), the primary postmenopausal estrogen, or follicle-stimulating hormone (FSH), an indicator of ovarian age. We tested associations of estradiol (E2), E1, and FSH to WMHV among women. METHODS Two hundred twenty-two women (mean age = 59) underwent hormone assays (E1, E2, FSH) and 3T brain magnetic resonance imaging. Associations of hormones to WMHV were tested with linear regression. RESULTS Higher E2 (B[standard error (SE)] = -0.17[0.06], P = 0.008) and E1 (B[SE] = -0.26[0.10], P = 0.007) were associated with lower whole-brain WMHV, and higher FSH (B[SE] = 0.26[0.07], P = 0.0005) with greater WMHV (covariates age, race, education). When additionally controlling for cardiovascular disease risk factors, associations of E1 and FSH to WMHV remained. DISCUSSION Reproductive hormones, particularly E1 and FSH, are important to women's cerebrovascular health. HIGHLIGHTS Despite widespread belief that sex hormones are important to women's brain health, little work has considered how these hormones in women relate to white matter hyperintensities (WMH), a major indicator of cerebral small vessel disease. We considered relations of estradiol (E2), estrone (E1), and follicle-stimulating hormone (FSH) to WMH in midlife women. Higher E2 and E1 were associated with lower whole-brain WMH volume (WMHV), and higher FSH with higher whole-brain WMHV. Associations of E1 and FSH, but not E2, to WMHV persisted with adjustment for cardiovascular disease risk factors. Findings underscore the importance of E2 and FSH to women's cerebrovascular health.
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Affiliation(s)
- Rebecca C Thurston
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Yuefang Chang
- Department of Neurosurgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Minjie Wu
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Emma M Harrison
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Howard J Aizenstein
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Carol A Derby
- Department of Neurology, and Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | | | - Pauline M Maki
- Departments of Psychiatry, Psychology, and Obstetrics and Gynecology, University of Illinois at Chicago, Chicago, Illinois, USA
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Thurston RC. Trauma and its implications for women's cardiovascular health during the menopause transition: Lessons from MsHeart/MsBrain and SWAN studies. Maturitas 2024; 182:107915. [PMID: 38280354 PMCID: PMC10922894 DOI: 10.1016/j.maturitas.2024.107915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/21/2023] [Accepted: 01/13/2024] [Indexed: 01/29/2024]
Abstract
Trauma exposure, whether experienced during childhood or adulthood, is prevalent among women. While experiences of trauma are well known to impact mental health, emerging research also links them to women's physical health. The Study of Women's Health Across the Nation (SWAN) and the MsHeart/MsBrain studies, two separate studies devoted to studying midlife women's health, have contributed importantly to the understanding of the implications of trauma to women's health at midlife and beyond. Specifically, findings from these studies have revealed that both childhood and adult trauma exposure are associated with poorer cardiovascular and cerebrovascular health in women, including greater subclinical cardiovascular disease, indicators of cerebral small vessel disease, and increased risk for clinical cardiovascular disease events. When considering trauma types, findings have pointed to the particular importance of sexual and interpersonal violence, such as childhood sexual abuse, intimate-partner violence, sexual harassment, and sexual assault to women's vasculatures. Further, using a range of measures of menopausal vasomotor symptoms, the SWAN and the MsHeart/MsBrain studies have also shown that women with greater trauma exposure have more objectively assessed and self-reported vasomotor symptoms. Finally, although links between trauma exposure and health are not typically explained by post-traumatic stress disorder, work also points to the additional importance of post-traumatic stress disorder to women's cardiovascular and brain health. Collectively, these studies have underscored the importance of trauma to the occurrence of menopausal symptoms, to cardiovascular health, and to women's brain health at midlife and beyond. Future directions and implications for prevention and intervention are discussed.
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Affiliation(s)
- Rebecca C Thurston
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America; Department of Psychology, School of Arts and Sciences, University of Pittsburgh, Pittsburgh, PA, United States of America; Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States of America.
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