{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"institution":[{"name":"medRxiv"}],"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T18:56:15Z","timestamp":1780944975328,"version":"3.54.1"},"posted":{"date-parts":[[2024,8,21]]},"group-title":"Genetic and Genomic Medicine","reference-count":101,"publisher":"openRxiv","license":[{"start":{"date-parts":[[2024,8,21]],"date-time":"2024-08-21T00:00:00Z","timestamp":1724198400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"accepted":{"date-parts":[[2024,8,21]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                <jats:sec>\n                  <jats:title>BACKGROUND<\/jats:title>\n                  <jats:p>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\u2019s Essential 8 (LE8).<\/jats:p>\n                <\/jats:sec>\n                <jats:sec>\n                  <jats:title>METHODS<\/jats:title>\n                  <jats:p>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 \u223c 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).<\/jats:p>\n                <\/jats:sec>\n                <jats:sec>\n                  <jats:title>RESULTS<\/jats:title>\n                  <jats:p>\n                    Among the 76 PTSD-susceptibility risk loci, 33 loci exhibited local rg with 45 CV-EHR traits (|rg|\u22650.4), four loci with eight heart imaging traits(|rg|\u22650.5), and 44 loci with LE8 factors (|rg|\u22650.36) in MVP. Among significantly correlated loci, we found shared causal variants (colocalization probability &gt; 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 &lt;0.05). Drug repurposing analysis highlighted\n                    <jats:italic>DRD2, NOS1, GFAP, and POR<\/jats:italic>\n                    as common targets of psychiatric and CV drugs.\n                  <\/jats:p>\n                <\/jats:sec>\n                <jats:sec>\n                  <jats:title>CONCLUSION<\/jats:title>\n                  <jats:p>PTSD-CV comorbidities exhibit shared risk loci, and genes involved in tissue-specific regulatory mechanisms.<\/jats:p>\n                <\/jats:sec>","DOI":"10.1101\/2024.08.20.24312181","type":"posted-content","created":{"date-parts":[[2024,8,26]],"date-time":"2024-08-26T02:55:10Z","timestamp":1724640910000},"source":"Crossref","is-referenced-by-count":1,"title":["Genetics of posttraumatic stress disorder and cardiovascular conditions using Life\u2019s Essential 8, Electronic Health Records, and Heart Imaging"],"prefix":"10.64898","author":[{"given":"Jie","family":"Shen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wander","family":"Valentim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eleni","family":"Friligkou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cassie","family":"Overstreet","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3914-2431","authenticated-orcid":false,"given":"Karmel","family":"Choi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dora","family":"Koller","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christopher J.","family":"O\u2019Donnell","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9564-2871","authenticated-orcid":false,"given":"Murray B.","family":"Stein","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4067-1859","authenticated-orcid":false,"given":"Joel","family":"Gelernter","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"name":"Posttraumatic Stress Disorder Working Group of the Psychiatric Genomics Consortium","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haitao","family":"Lv","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ling","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6407-0302","authenticated-orcid":false,"given":"Guido J.","family":"Falcone","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0745-6046","authenticated-orcid":false,"given":"Renato","family":"Polimanti","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3943-0895","authenticated-orcid":false,"given":"Gita A.","family":"Pathak","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"54368","reference":[{"key":"2024082523550625000_2024.08.20.24312181v1.1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2022.11.005"},{"key":"2024082523550625000_2024.08.20.24312181v1.2","doi-asserted-by":"publisher","DOI":"10.1161\/cir.0000000000001078"},{"key":"2024082523550625000_2024.08.20.24312181v1.3","doi-asserted-by":"crossref","first-page":"2178","DOI":"10.1017\/S0033291721000210","article-title":"Posttraumatic stress disorder: from gene discovery to disease biology","volume":"51","year":"2021","journal-title":"Psychol Med"},{"key":"2024082523550625000_2024.08.20.24312181v1.4","doi-asserted-by":"crossref","unstructured":"Jacquet-Smailovic M , Brennsthul M-J , Denis I , Kirche A , Tarquinio C and Tarquinio C . 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