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Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury
Many patients with mild traumatic brain injury (mTBI) are at risk for mental health problems such as posttraumatic stress disorder (PTSD). The objective of this study was to determine whether the polygenic risk for PTSD (or for related mental health disorders or traits including major depressive dis...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873804/ https://www.ncbi.nlm.nih.gov/pubmed/36693822 http://dx.doi.org/10.1038/s41398-023-02313-9 |
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author | Stein, Murray B. Jain, Sonia Parodi, Livia Choi, Karmel W. Maihofer, Adam X. Nelson, Lindsay D. Mukherjee, Pratik Sun, Xiaoying He, Feng Okonkwo, David O. Giacino, Joseph T. Korley, Frederick K. Vassar, Mary J. Robertson, Claudia S. McCrea, Michael A. Temkin, Nancy Markowitz, Amy J. Diaz-Arrastia, Ramon Rosand, Jonathan Manley, Geoffrey T. |
author_facet | Stein, Murray B. Jain, Sonia Parodi, Livia Choi, Karmel W. Maihofer, Adam X. Nelson, Lindsay D. Mukherjee, Pratik Sun, Xiaoying He, Feng Okonkwo, David O. Giacino, Joseph T. Korley, Frederick K. Vassar, Mary J. Robertson, Claudia S. McCrea, Michael A. Temkin, Nancy Markowitz, Amy J. Diaz-Arrastia, Ramon Rosand, Jonathan Manley, Geoffrey T. |
author_sort | Stein, Murray B. |
collection | PubMed |
description | Many patients with mild traumatic brain injury (mTBI) are at risk for mental health problems such as posttraumatic stress disorder (PTSD). The objective of this study was to determine whether the polygenic risk for PTSD (or for related mental health disorders or traits including major depressive disorder [MDD] and neuroticism [NEU]) was associated with an increased likelihood of PTSD in the aftermath of mTBI. We used data from individuals of European ancestry with mTBI enrolled in TRACK-TBI (n = 714), a prospective longitudinal study of level 1 trauma center patients. One hundred and sixteen mTBI patients (16.3%) had probable PTSD (PCL-5 score ≥33) at 6 months post-injury. We used summary statistics from recent GWAS studies of PTSD, MDD, and NEU to generate polygenic risk scores (PRS) for individuals in our sample. A multivariable model that included age, sex, pre-injury history of mental disorder, and cause of injury explained 7% of the variance in the PTSD outcome; the addition of the PTSD-PRS (and five ancestral principal components) significantly increased the variance explained to 11%. The adjusted odds of PTSD in the uppermost PTSD-PRS quintile was nearly four times higher (aOR = 3.71, 95% CI 1.80–7.65) than in the lowest PTSD-PRS quintile. There was no evidence of a statistically significant interaction between PTSD-PRS and prior history of mental disorder, indicating that PTSD-PRS had similar predictive utility among those with and without pre-injury psychiatric illness. When added to the model, neither MDD-PRS nor NEU-PRS were significantly associated with the PTSD outcome. These findings show that the risk for PTSD in the context of mTBI is, in part, genetically influenced. They also raise the possibility that an individual’s PRS could be clinically actionable if used—possibly with other non-genetic predictors—to signal the need for enhanced follow-up and early intervention; this precision medicine approach needs to be prospectively studied. |
format | Online Article Text |
id | pubmed-9873804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98738042023-01-26 Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury Stein, Murray B. Jain, Sonia Parodi, Livia Choi, Karmel W. Maihofer, Adam X. Nelson, Lindsay D. Mukherjee, Pratik Sun, Xiaoying He, Feng Okonkwo, David O. Giacino, Joseph T. Korley, Frederick K. Vassar, Mary J. Robertson, Claudia S. McCrea, Michael A. Temkin, Nancy Markowitz, Amy J. Diaz-Arrastia, Ramon Rosand, Jonathan Manley, Geoffrey T. Transl Psychiatry Article Many patients with mild traumatic brain injury (mTBI) are at risk for mental health problems such as posttraumatic stress disorder (PTSD). The objective of this study was to determine whether the polygenic risk for PTSD (or for related mental health disorders or traits including major depressive disorder [MDD] and neuroticism [NEU]) was associated with an increased likelihood of PTSD in the aftermath of mTBI. We used data from individuals of European ancestry with mTBI enrolled in TRACK-TBI (n = 714), a prospective longitudinal study of level 1 trauma center patients. One hundred and sixteen mTBI patients (16.3%) had probable PTSD (PCL-5 score ≥33) at 6 months post-injury. We used summary statistics from recent GWAS studies of PTSD, MDD, and NEU to generate polygenic risk scores (PRS) for individuals in our sample. A multivariable model that included age, sex, pre-injury history of mental disorder, and cause of injury explained 7% of the variance in the PTSD outcome; the addition of the PTSD-PRS (and five ancestral principal components) significantly increased the variance explained to 11%. The adjusted odds of PTSD in the uppermost PTSD-PRS quintile was nearly four times higher (aOR = 3.71, 95% CI 1.80–7.65) than in the lowest PTSD-PRS quintile. There was no evidence of a statistically significant interaction between PTSD-PRS and prior history of mental disorder, indicating that PTSD-PRS had similar predictive utility among those with and without pre-injury psychiatric illness. When added to the model, neither MDD-PRS nor NEU-PRS were significantly associated with the PTSD outcome. These findings show that the risk for PTSD in the context of mTBI is, in part, genetically influenced. They also raise the possibility that an individual’s PRS could be clinically actionable if used—possibly with other non-genetic predictors—to signal the need for enhanced follow-up and early intervention; this precision medicine approach needs to be prospectively studied. Nature Publishing Group UK 2023-01-25 /pmc/articles/PMC9873804/ /pubmed/36693822 http://dx.doi.org/10.1038/s41398-023-02313-9 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Stein, Murray B. Jain, Sonia Parodi, Livia Choi, Karmel W. Maihofer, Adam X. Nelson, Lindsay D. Mukherjee, Pratik Sun, Xiaoying He, Feng Okonkwo, David O. Giacino, Joseph T. Korley, Frederick K. Vassar, Mary J. Robertson, Claudia S. McCrea, Michael A. Temkin, Nancy Markowitz, Amy J. Diaz-Arrastia, Ramon Rosand, Jonathan Manley, Geoffrey T. Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury |
title | Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury |
title_full | Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury |
title_fullStr | Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury |
title_full_unstemmed | Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury |
title_short | Polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury |
title_sort | polygenic risk for mental disorders as predictors of posttraumatic stress disorder after mild traumatic brain injury |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873804/ https://www.ncbi.nlm.nih.gov/pubmed/36693822 http://dx.doi.org/10.1038/s41398-023-02313-9 |
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