Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma

Abstract Posttraumatic stress (PTS), depressive symptoms (DS), and musculoskeletal pain (MSP) are common sequelae of trauma exposure. Although these adverse posttraumatic neuropsychiatric sequelae (APNS) are often studied separately, clinical comorbidity is high. In a cohort of European American mot...

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Main Authors: Jarred J. Lobo, Samuel A. McLean, Andrew S. Tungate, David A. Peak, Robert A. Swor, Niels K. Rathlev, Phyllis L. Hendry, Sarah D. Linnstaedt
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Translational Psychiatry
Online Access:https://doi.org/10.1038/s41398-021-01486-5
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spelling doaj-3b1ead3c3df44523912013a65cdfde092021-07-11T11:12:27ZengNature Publishing GroupTranslational Psychiatry2158-31882021-06-011111910.1038/s41398-021-01486-5Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision traumaJarred J. Lobo0Samuel A. McLean1Andrew S. Tungate2David A. Peak3Robert A. Swor4Niels K. Rathlev5Phyllis L. Hendry6Sarah D. Linnstaedt7Institute for Trauma Recovery, University of North CarolinaInstitute for Trauma Recovery, University of North CarolinaInstitute for Trauma Recovery, University of North CarolinaDepartment of Emergency Medicine, Massachusetts General HospitalDepartment of Emergency Medicine, Beaumont HospitalDepartment of Emergency Medicine, Baystate State Health SystemDepartment of Emergency Medicine, University of Florida College of MedicineInstitute for Trauma Recovery, University of North CarolinaAbstract Posttraumatic stress (PTS), depressive symptoms (DS), and musculoskeletal pain (MSP) are common sequelae of trauma exposure. Although these adverse posttraumatic neuropsychiatric sequelae (APNS) are often studied separately, clinical comorbidity is high. In a cohort of European American motor vehicle collision (MVC) trauma survivors (n = 781), substantial PTS (≥33, IES-R), DS (≥26, CES-D), and MSP (≥4, 0–10 NRS) were identified via a 6-month survey. Genetic risk was estimated using polygenic risk scores (PRSs) calculated from the largest available GWAS datasets of PTSD, MDD, and back pain. We then assessed comorbidity and genetic risk influence for developing chronic PTS, DS, and MSP after MVC. Secondary analyses explored whether common social determinants of health ameliorate genetic vulnerability. We found that 6 months after MVC, nearly half 357/781 (46%) of the participants had substantial PTS, DS, and/or MSP, and overlap was common (PTS + MSP (23%), DS + MSP (18%), PTS + DS (12%)). Genetic risk predicted post-MVC outcomes. PTSD-PRSs predicted PTS and DS (R 2 = 2.21% and 2.77%, p adj < 0.01), MDD-PRSs predicted DS and MSP (R 2 = 1.89%, p adj < 0.01) and 0.79%, p adj < 0.05), and back pain-PRS predicted MSP (R 2 = 1.49%, p adj < 0.01). Individuals in the highest quintile of PTSD-PRSs had 2.8 and 3.5 times the odds of developing PTS and DS vs. the lowest quintile (95% CI = 1.39–5.75 and 1.58–7.76). Among these high-risk individuals, those living in non-disadvantaged neighborhoods and with college education had 47% (p = 0.048) and 52% (p = 0.04) less risk of developing PTS, and those with high social support had 60% (p = 0.008) less risk of developing DS. Overall, genetic factors influence the risk of APNS after MVC, genetic risk of distinct APNS are overlapping, and specific social determinants greatly augment genetic risk of APNS development after MVC.https://doi.org/10.1038/s41398-021-01486-5
collection DOAJ
language English
format Article
sources DOAJ
author Jarred J. Lobo
Samuel A. McLean
Andrew S. Tungate
David A. Peak
Robert A. Swor
Niels K. Rathlev
Phyllis L. Hendry
Sarah D. Linnstaedt
spellingShingle Jarred J. Lobo
Samuel A. McLean
Andrew S. Tungate
David A. Peak
Robert A. Swor
Niels K. Rathlev
Phyllis L. Hendry
Sarah D. Linnstaedt
Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma
Translational Psychiatry
author_facet Jarred J. Lobo
Samuel A. McLean
Andrew S. Tungate
David A. Peak
Robert A. Swor
Niels K. Rathlev
Phyllis L. Hendry
Sarah D. Linnstaedt
author_sort Jarred J. Lobo
title Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma
title_short Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma
title_full Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma
title_fullStr Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma
title_full_unstemmed Polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma
title_sort polygenic risk scoring to assess genetic overlap and protective factors influencing posttraumatic stress, depression, and chronic pain after motor vehicle collision trauma
publisher Nature Publishing Group
series Translational Psychiatry
issn 2158-3188
publishDate 2021-06-01
description Abstract Posttraumatic stress (PTS), depressive symptoms (DS), and musculoskeletal pain (MSP) are common sequelae of trauma exposure. Although these adverse posttraumatic neuropsychiatric sequelae (APNS) are often studied separately, clinical comorbidity is high. In a cohort of European American motor vehicle collision (MVC) trauma survivors (n = 781), substantial PTS (≥33, IES-R), DS (≥26, CES-D), and MSP (≥4, 0–10 NRS) were identified via a 6-month survey. Genetic risk was estimated using polygenic risk scores (PRSs) calculated from the largest available GWAS datasets of PTSD, MDD, and back pain. We then assessed comorbidity and genetic risk influence for developing chronic PTS, DS, and MSP after MVC. Secondary analyses explored whether common social determinants of health ameliorate genetic vulnerability. We found that 6 months after MVC, nearly half 357/781 (46%) of the participants had substantial PTS, DS, and/or MSP, and overlap was common (PTS + MSP (23%), DS + MSP (18%), PTS + DS (12%)). Genetic risk predicted post-MVC outcomes. PTSD-PRSs predicted PTS and DS (R 2 = 2.21% and 2.77%, p adj < 0.01), MDD-PRSs predicted DS and MSP (R 2 = 1.89%, p adj < 0.01) and 0.79%, p adj < 0.05), and back pain-PRS predicted MSP (R 2 = 1.49%, p adj < 0.01). Individuals in the highest quintile of PTSD-PRSs had 2.8 and 3.5 times the odds of developing PTS and DS vs. the lowest quintile (95% CI = 1.39–5.75 and 1.58–7.76). Among these high-risk individuals, those living in non-disadvantaged neighborhoods and with college education had 47% (p = 0.048) and 52% (p = 0.04) less risk of developing PTS, and those with high social support had 60% (p = 0.008) less risk of developing DS. Overall, genetic factors influence the risk of APNS after MVC, genetic risk of distinct APNS are overlapping, and specific social determinants greatly augment genetic risk of APNS development after MVC.
url https://doi.org/10.1038/s41398-021-01486-5
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