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Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome
BACKGROUND: Prior epidemiological research has linked PTSD with specific physical health problems, but the comprehensive landscape of medical conditions associated with PTSD remains uncharacterized. Electronic health records (EHR) provide an opportunity to overcome prior clinical knowledge gaps and...
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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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491282/ https://www.ncbi.nlm.nih.gov/pubmed/37693435 http://dx.doi.org/10.1101/2023.08.25.23294572 |
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author | Hicks, Emily M. Niarchou, Maria Goleva, Slavina Kabir, Dia Ciarcia, Julia Smoller, Jordan W. Davis, Lea K. Nievergelt, Caroline M. Koenen, Karestan C. Huckins, Laura M. Choi, Karmel W. |
author_facet | Hicks, Emily M. Niarchou, Maria Goleva, Slavina Kabir, Dia Ciarcia, Julia Smoller, Jordan W. Davis, Lea K. Nievergelt, Caroline M. Koenen, Karestan C. Huckins, Laura M. Choi, Karmel W. |
author_sort | Hicks, Emily M. |
collection | PubMed |
description | BACKGROUND: Prior epidemiological research has linked PTSD with specific physical health problems, but the comprehensive landscape of medical conditions associated with PTSD remains uncharacterized. Electronic health records (EHR) provide an opportunity to overcome prior clinical knowledge gaps and uncover associations with biological relevance that potentially vary by sex. METHODS: PTSD was defined among biobank participants (total N=123,365) in a major healthcare system using two ICD code-based definitions: broad (1+ PTSD or acute stress codes versus 0; N(Case)=14,899) and narrow (2+ PTSD codes versus 0; N(Case)=3,026). Using a phenome-wide association (PheWAS) design, we tested associations between each PTSD definition and all prevalent disease umbrella categories, i.e., phecodes. We also conducted sex-stratified PheWAS analyses including a sex-by-diagnosis interaction term in each logistic regression. RESULTS: A substantial number of phecodes were significantly associated with PTSD(Narrow) (61%) and PTSD(Broad) (83%). While top associations were shared between the two definitions, PTSD(Broad) captured 334 additional phecodes not significantly associated with PTSD(Narrow) and exhibited a wider range of significantly associated phecodes across various categories, including respiratory, genitourinary, and circulatory conditions. Sex differences were observed, in that PTSD(Broad) was more strongly associated with osteoporosis, respiratory failure, hemorrhage, and pulmonary heart disease among male patients, and with urinary tract infection, acute pharyngitis, respiratory infections, and overweight among female patients. CONCLUSIONS: This study provides valuable insights into a diverse range of comorbidities associated with PTSD, including both known and novel associations, while highlighting the influence of sex differences and the impact of defining PTSD using EHR. |
format | Online Article Text |
id | pubmed-10491282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-104912822023-09-09 Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome Hicks, Emily M. Niarchou, Maria Goleva, Slavina Kabir, Dia Ciarcia, Julia Smoller, Jordan W. Davis, Lea K. Nievergelt, Caroline M. Koenen, Karestan C. Huckins, Laura M. Choi, Karmel W. medRxiv Article BACKGROUND: Prior epidemiological research has linked PTSD with specific physical health problems, but the comprehensive landscape of medical conditions associated with PTSD remains uncharacterized. Electronic health records (EHR) provide an opportunity to overcome prior clinical knowledge gaps and uncover associations with biological relevance that potentially vary by sex. METHODS: PTSD was defined among biobank participants (total N=123,365) in a major healthcare system using two ICD code-based definitions: broad (1+ PTSD or acute stress codes versus 0; N(Case)=14,899) and narrow (2+ PTSD codes versus 0; N(Case)=3,026). Using a phenome-wide association (PheWAS) design, we tested associations between each PTSD definition and all prevalent disease umbrella categories, i.e., phecodes. We also conducted sex-stratified PheWAS analyses including a sex-by-diagnosis interaction term in each logistic regression. RESULTS: A substantial number of phecodes were significantly associated with PTSD(Narrow) (61%) and PTSD(Broad) (83%). While top associations were shared between the two definitions, PTSD(Broad) captured 334 additional phecodes not significantly associated with PTSD(Narrow) and exhibited a wider range of significantly associated phecodes across various categories, including respiratory, genitourinary, and circulatory conditions. Sex differences were observed, in that PTSD(Broad) was more strongly associated with osteoporosis, respiratory failure, hemorrhage, and pulmonary heart disease among male patients, and with urinary tract infection, acute pharyngitis, respiratory infections, and overweight among female patients. CONCLUSIONS: This study provides valuable insights into a diverse range of comorbidities associated with PTSD, including both known and novel associations, while highlighting the influence of sex differences and the impact of defining PTSD using EHR. Cold Spring Harbor Laboratory 2023-08-28 /pmc/articles/PMC10491282/ /pubmed/37693435 http://dx.doi.org/10.1101/2023.08.25.23294572 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Hicks, Emily M. Niarchou, Maria Goleva, Slavina Kabir, Dia Ciarcia, Julia Smoller, Jordan W. Davis, Lea K. Nievergelt, Caroline M. Koenen, Karestan C. Huckins, Laura M. Choi, Karmel W. Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome |
title | Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome |
title_full | Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome |
title_fullStr | Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome |
title_full_unstemmed | Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome |
title_short | Comorbidity Profiles of Posttraumatic Stress Disorder Across the Medical Phenome |
title_sort | comorbidity profiles of posttraumatic stress disorder across the medical phenome |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491282/ https://www.ncbi.nlm.nih.gov/pubmed/37693435 http://dx.doi.org/10.1101/2023.08.25.23294572 |
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