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Gustavson DE, Elman JA, Reynolds CA, Eyler LT, Fennema-Notestine C, Puckett OK, Panizzon MS, Gillespie NA, Neale MC, Lyons MJ, Franz CE, Kremen WS. Brain reserve in midlife is associated with executive function changes across 12 years. Neurobiol Aging 2024; 141:113-120. [PMID: 38852544 PMCID: PMC11246793 DOI: 10.1016/j.neurobiolaging.2024.05.001] [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: 08/01/2023] [Revised: 04/17/2024] [Accepted: 05/08/2024] [Indexed: 06/11/2024]
Abstract
We examined how brain reserve in midlife, measured by brain-predicted age difference scores (Brain-PADs), predicted executive function concurrently and longitudinally into early old age, and whether these associations were moderated by young adult cognitive reserve or APOE genotype. 508 men in the Vietnam Era Twin Study of Aging (VETSA) completed neuroimaging assessments at mean age 56 and six executive function tasks at mean ages 56, 62, and 68 years. Results indicated that greater brain reserve at age 56 was associated with better concurrent executive function (r=.10, p=.040) and less decline in executive function over 12 years (r=.34, p=.001). These associations were not moderated by cognitive reserve or APOE genotype. Twin analysis suggested associations with executive function slopes were driven by genetic influences. Our findings suggest that greater brain reserve allowed for better cognitive maintenance from middle- to old age, driven by a genetic association. The results are consistent with differential preservation of executive function based on brain reserve that is independent of young adult cognitive reserve or APOE genotype.
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Affiliation(s)
- Daniel E Gustavson
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA.
| | - Jeremy A Elman
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA, USA
| | - Chandra A Reynolds
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA
| | - Lisa T Eyler
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA, USA
| | - Christine Fennema-Notestine
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA, USA; Department of Radiology, University of California San Diego, La Jolla, CA, USA
| | - Olivia K Puckett
- Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA, USA; Department of Radiology, University of California San Diego, La Jolla, CA, USA
| | - Matthew S Panizzon
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA, USA
| | - Nathan A Gillespie
- Virginia Institute for Psychiatric and Behavior Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Michael C Neale
- Virginia Institute for Psychiatric and Behavior Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Michael J Lyons
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Carol E Franz
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA, USA
| | - William S Kremen
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA, USA
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Wolf EJ, Miller MW, Zhang R, Sherva R, Harrington KM, Fonda JR, Daskalakis NP, Gaziano JM, Logue MW. No Replication of Alzheimer's Disease Genetics as a Moderator of Combat Exposure's Association with PTSD risk in 138,592 Combat Veterans. NATURE. MENTAL HEALTH 2024; 2:553-561. [PMID: 39247144 PMCID: PMC11378975 DOI: 10.1038/s44220-024-00225-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 03/01/2024] [Indexed: 09/10/2024]
Abstract
Large-scale cohort and epidemiological studies suggest that posttraumatic stress disorder (PTSD) confers risk for late-onset Alzheimer's disease (AD) and related dementias (ADRD); however, the basis for this association remains unclear. Several prior studies of military Veterans have reported that carriers of the apolipoprotein E (APOE) ε4 gene variant are at heightened risk for the development of PTSD following combat exposure, suggesting that PTSD and ADRD may share some genetic risk. This cohort study was designed to further examine the hypothesis that ADRD genetic risk also confers risk for PTSD. To do so, we examined APOE ε4 and ε2 genotypes, an AD polygenic risk score (PRS), and other Veteran-relevant risk factors for PTSD in age-stratified groups of individuals of European (n = 123,372) and African (n = 15,220) ancestry in the US Department of Veterans Affairs' Million Veteran Program. Analyses revealed no significant main effect associations between the APOE ε4 (or ε2) genotype or the AD PRS on PTSD severity or diagnosis. There were also no significant interactions between measures of AD genetic risk and either combat exposure severity or history of head injury in association with PTSD in any age group. We conclude that the association between PTSD and the primary ADRD genetic risk factor, APOE ε4, that was reported previously was not replicable in the largest relevant dataset in the world. Thus, the epidemiological association between PTSD and ADRD is not likely to be driven by the major genetic factors underlying ADRD risk.
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Affiliation(s)
- Erika J Wolf
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
| | - Mark W Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
| | - Rui Zhang
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
| | - Richard Sherva
- Boston University Chobanian & Avedisian School of Medicine, Biomedical Genetics, Boston, MA, 02118, USA
| | - Kelly M Harrington
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, 02130, USA
| | - Jennifer R Fonda
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, 02130, USA
- Harvard Medical School, Department of Psychiatry, Boston, MA, 02215, USA
| | - Nikolaos P Daskalakis
- Harvard Medical School, Department of Psychiatry, Boston, MA, 02215, USA
- McLean Hospital, Belmont, MA, 02478, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - J Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, 02130, USA
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, 02215, USA
| | - Mark W Logue
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
- Boston University Chobanian & Avedisian School of Medicine, Biomedical Genetics, Boston, MA, 02118, USA
- Boston University School of Public Health, Department of Biostatistics, Boston, MA, 02118, USA
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Mikhailova SV, Ivanoshchuk DE, Orlov PS, Bairqdar A, Anisimenko MS, Denisova DV. Assessment of the Genetic Characteristics of a Generation Born during a Long-Term Socioeconomic Crisis. Genes (Basel) 2023; 14:2064. [PMID: 38003007 PMCID: PMC10671057 DOI: 10.3390/genes14112064] [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: 10/12/2023] [Revised: 11/08/2023] [Accepted: 11/09/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND A socioeconomic crisis in Russia lasted from 1991 to 1998 and was accompanied by a sharp drop in the birth rate. The main factor that influenced the refusal to have children during this period is thought to be prolonged social stress. METHODS comparing frequencies of common gene variants associated with stress-induced diseases among generations born before, after, and during this crisis may show which genes may be preferred under the pressure of natural selection during periods of increased social stress in urban populations. RESULTS In the "crisis" group, a statistically significant difference from the other two groups was found in rs6557168 frequency (p = 0.001); rs4522666 was not in the Hardy-Weinberg equilibrium in this group, although its frequency did not show a significant difference from the other groups (p = 0.118). Frequencies of VNTRs in SLC6A3 and MAOA as well as common variants rs17689918 in CRHR1, rs1360780 in FKBP5, rs53576 in OXTR, rs12720071 and rs806377 in CNR1, rs4311 in ACE, rs1800497 in ANKK1, and rs7412 and rs429358 in APOE did not differ among the groups. CONCLUSIONS a generation born during a period of prolonged destructive events may differ from the rest of the gene pool of the population in some variants associated with personality traits or stress-related disorders.
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Affiliation(s)
- Svetlana V. Mikhailova
- Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences (ICG SB RAS), 10 Prospekt Ak. Lavrentyeva, 630090 Novosibirsk, Russia; (D.E.I.); (P.S.O.); (A.B.); (M.S.A.)
| | - Dinara E. Ivanoshchuk
- Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences (ICG SB RAS), 10 Prospekt Ak. Lavrentyeva, 630090 Novosibirsk, Russia; (D.E.I.); (P.S.O.); (A.B.); (M.S.A.)
| | - Pavel S. Orlov
- Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences (ICG SB RAS), 10 Prospekt Ak. Lavrentyeva, 630090 Novosibirsk, Russia; (D.E.I.); (P.S.O.); (A.B.); (M.S.A.)
| | - Ahmad Bairqdar
- Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences (ICG SB RAS), 10 Prospekt Ak. Lavrentyeva, 630090 Novosibirsk, Russia; (D.E.I.); (P.S.O.); (A.B.); (M.S.A.)
| | - Maksim S. Anisimenko
- Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences (ICG SB RAS), 10 Prospekt Ak. Lavrentyeva, 630090 Novosibirsk, Russia; (D.E.I.); (P.S.O.); (A.B.); (M.S.A.)
| | - Diana V. Denisova
- Institute of Internal and Preventive Medicine—Branch of ICG SB RAS, 175/1 Borisa Bogatkova Str., 630089 Novosibirsk, Russia
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Marchese S, Huckins LM. Trauma Matters: Integrating Genetic and Environmental Components of PTSD. ADVANCED GENETICS (HOBOKEN, N.J.) 2023; 4:2200017. [PMID: 37766803 PMCID: PMC10520418 DOI: 10.1002/ggn2.202200017] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 06/28/2022] [Indexed: 09/29/2023]
Abstract
Trauma is ubiquitous, but only a subset of those who experience trauma will develop posttraumatic stress disorder (PTSD). In this review, it is argued that to determine who is at risk of developing PTSD, it is critical to examine the genetic etiology of the disorder and individual trauma profiles of those who are susceptible. First, the state of current PTSD genetic research is described, with a particular focus on studies that present evidence for trauma type specificity, or for differential genetic etiology according to gender or race. Next, approaches that leverage non-traditional phenotyping approaches are reviewed to identify PTSD-associated variants and biology, and the relative advantages and limitations inherent in these studies are reflected on. Finally, it is discussed how trauma might influence the heritability of PTSD, through type, risk factors, genetics, and associations with PTSD symptomology.
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Affiliation(s)
- Shelby Marchese
- Pamela Sklar Division of Psychiatric GenomicsIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Department of Genetics and Genomic SciencesIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
| | - Laura M. Huckins
- Pamela Sklar Division of Psychiatric GenomicsIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Department of Genetics and Genomic SciencesIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Department of PsychiatryIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Seaver Autism Center for Research and TreatmentIcahn School of Medicine at Mount SinaiNew YorkNY10029USA
- Present address:
Department of PsychiatryYale University School of MedicineNew HavenCT06511USA
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Logue MW, Miller MW, Sherva R, Zhang R, Harrington KM, Fonda JR, Merritt VC, Panizzon MS, Hauger RL, Wolf EJ, Neale Z, Gaziano JM. Alzheimer's disease and related dementias among aging veterans: Examining gene-by-environment interactions with post-traumatic stress disorder and traumatic brain injury. Alzheimers Dement 2023; 19:2549-2559. [PMID: 36546606 PMCID: PMC10271966 DOI: 10.1002/alz.12870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 10/03/2022] [Accepted: 10/17/2022] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Post-traumatic stress disorder (PTSD) and traumatic brain injury (TBI) confer risk for Alzheimer's disease and related dementias (ADRD). METHODS This study from the Million Veteran Program (MVP) evaluated the impact of apolipoprotein E (APOE) ε4, PTSD, and TBI on ADRD prevalence in veteran cohorts of European ancestry (EA; n = 11,112 ADRD cases, 170,361 controls) and African ancestry (AA; n = 1443 ADRD cases, 16,191 controls). Additive-scale interactions were estimated using the relative excess risk due to interaction (RERI) statistic. RESULTS PTSD, TBI, and APOE ε4 showed strong main-effect associations with ADRD. RERI analysis revealed significant additive APOE ε4 interactions with PTSD and TBI in the EA cohort and TBI in the AA cohort. These additive interactions indicate that ADRD prevalence associated with PTSD and TBI increased with the number of inherited APOE ε4 alleles. DISCUSSION PTSD and TBI history will be an important part of interpreting the results of ADRD genetic testing and doing accurate ADRD risk assessment.
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Affiliation(s)
- Mark W Logue
- National Center for PTSD, Behavioral Sciences Division, VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Boston University Chobanian & Avedisian School of Medicine, Biomedical Genetics, Boston, Massachusetts, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Mark W Miller
- National Center for PTSD, Behavioral Sciences Division, VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Richard Sherva
- Boston University Chobanian & Avedisian School of Medicine, Biomedical Genetics, Boston, Massachusetts, USA
| | - Rui Zhang
- National Center for PTSD, Behavioral Sciences Division, VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Kelly M Harrington
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Jennifer R Fonda
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Victoria C Merritt
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, California, USA
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Matthew S Panizzon
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
- Center for Behavior Genetics of Aging, University of California, San Diego, California, USA
- Division of Aging, Harvard Medical School, Brigham & Women's Hospital, Boston, Massachusetts, USA
| | - Richard L Hauger
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, California, USA
- Department of Psychiatry, University of California San Diego, La Jolla, California, USA
- Center for Behavior Genetics of Aging, University of California, San Diego, California, USA
| | - Erika J Wolf
- National Center for PTSD, Behavioral Sciences Division, VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Zoe Neale
- National Center for PTSD, Behavioral Sciences Division, VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Psychiatry, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - J Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Harvard Medical School, Brigham & Women's Hospital, Boston, Massachusetts, USA
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Alzheimer's Disease Polygenic Scores Predict Changes in Episodic Memory and Executive Function Across 12 Years in Late Middle Age. J Int Neuropsychol Soc 2023; 29:136-147. [PMID: 35184795 PMCID: PMC9392810 DOI: 10.1017/s1355617722000108] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Alzheimer's disease (AD) is highly heritable, and AD polygenic risk scores (AD-PRSs) have been derived from genome-wide association studies. However, the nature of genetic influences very early in the disease process is still not well known. Here we tested the hypothesis that an AD-PRSs would be associated with changes in episodic memory and executive function across late midlife in men who were cognitively unimpaired at their baseline midlife assessment.. METHOD We examined 1168 men in the Vietnam Era Twin Study of Aging (VETSA) who were cognitively normal (CN) at their first of up to three assessments across 12 years (mean ages 56, 62, and 68). Latent growth models of episodic memory and executive function were based on 6-7 tests/subtests. AD-PRSs were based on Kunkle et al. (Nature Genetics, 51, 414-430, 2019), p < 5×10-8 threshold. RESULTS AD-PRSs were correlated with linear slopes of change for both cognitive abilities. Men with higher AD-PRSs had steeper declines in both memory (r = -.19, 95% CI [-.35, -.03]) and executive functioning (r = -.27, 95% CI [-.49, -.05]). Associations appeared driven by a combination of APOE and non-APOE genetic influences. CONCLUSIONS Memory is most characteristically impaired in AD, but executive functions are one of the first cognitive abilities to decline in midlife in normal aging. This study is among the first to demonstrate that this early decline also relates to AD genetic influences, even in men CN at baseline.
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Franz CE, Gustavson DE, Elman JA, Fennema-Notestine C, Hagler DJ, Baraff A, Tu XM, Wu TC, DeAnda J, Beck A, Kaufman JD, Whitsel N, Finch CE, Chen JC, Lyons MJ, Kremen WS. Associations Between Ambient Air Pollution and Cognitive Abilities from Midlife to Early Old Age: Modification by APOE Genotype. J Alzheimers Dis 2023; 93:193-209. [PMID: 36970897 PMCID: PMC10827529 DOI: 10.3233/jad-221054] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
BACKGROUND Fine particulate matter (PM2.5) and nitrogen dioxide (NO2) measures of ambient air pollution are associated with accelerated age-related cognitive impairment, and Alzheimer's disease and related dementias (ADRD). OBJECTIVE We examined associations between air pollution, four cognitive factors, and the moderating role of apolipoprotein E (APOE) genotype in the understudied period of midlife. METHODS Participants were ∼1,100 men in the Vietnam Era Twin Study of Aging. Baseline cognitive assessments were from 2003 to 2007. Measures included past (1993-1999) and recent (3 years prior to baseline assessment) PM2.5 and NO2 exposure, in-person assessment of episodic memory, executive function, verbal fluency, and processing speed, and APOE genotype. Average baseline age was 56 years with a 12-year follow-up. Analyses adjusted for health and lifestyle covariates. RESULTS Performance in all cognitive domains declined from age 56 to 68. Higher PM2.5 exposures were associated with worse general verbal fluency. We found significant exposure-by-APOE genotype interactions for specific cognitive domains: PM2.5 with executive function and NO2 with episodic memory. Higher PM2.5 exposure was related to worse executive function in APOE ɛ4 carriers, but not in non-carriers. There were no associations with processing speed. CONCLUSION These results indicate negative effects of ambient air pollution exposure on fluency alongside intriguing differential modifications of cognitive performance by APOE genotype. APOE ɛ4 carriers appeared more sensitive to environmental differences. The process by which air pollution and its interaction with genetic risk for ADRD affects risk for later life cognitive decline or progression to dementia may begin in midlife.
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Affiliation(s)
- Carol E. Franz
- Department of Psychiatry and Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA
| | - Daniel E. Gustavson
- Institute for Behavior Genetics, University of Colorado Boulder, Boulder, CO
| | - Jeremy A. Elman
- Department of Psychiatry and Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA
| | - Christine Fennema-Notestine
- Department of Psychiatry and Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA
- Department of Radiology, University of California, San Diego, La Jolla, CA
| | - Donald J. Hagler
- Department of Psychiatry and Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA
- Department of Radiology, University of California, San Diego, La Jolla, CA
- Department of Neurosciences, University of California, San Diego, La Jolla, CA
| | - Aaron Baraff
- Vietnam Era Twin Registry, VA Puget Sound Health Care, Seattle, WA
| | - Xin M. Tu
- Herbert Wertheim School of Public Health & Human Longevity Science, University of California San Diego, CA
| | - Tsung-Chin Wu
- Herbert Wertheim School of Public Health & Human Longevity Science, University of California San Diego, CA
| | - Jaden DeAnda
- Department of Psychiatry and Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA
- Department of Psychology, San Diego State University, San Diego, CA
| | - Asad Beck
- Graduate Program in Neuroscience, University of Washington, Seattle, WA
| | - Joel D. Kaufman
- Epidemiology, Environmental and Occupational Health Sciences, and General Internal Medicine, University of Washington, Seattle, WA
| | - Nathan Whitsel
- Department of Psychiatry and Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA
| | - Caleb E. Finch
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA
| | - Jiu-Chiuan Chen
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA
| | - Michael J. Lyons
- Department of Psychological and Brain Sciences, Boston University, Boston, MA
| | - William S. Kremen
- Department of Psychiatry and Center for Behavior Genetics of Aging, University of California San Diego, La Jolla, CA
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Cahill S, Chandola T, Hager R. Genetic Variants Associated With Resilience in Human and Animal Studies. Front Psychiatry 2022; 13:840120. [PMID: 35669264 PMCID: PMC9163442 DOI: 10.3389/fpsyt.2022.840120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 04/19/2022] [Indexed: 11/15/2022] Open
Abstract
Resilience is broadly defined as the ability to maintain or regain functioning in the face of adversity and is influenced by both environmental and genetic factors. The identification of specific genetic factors and their biological pathways underpinning resilient functioning can help in the identification of common key factors, but heterogeneities in the operationalisation of resilience have hampered advances. We conducted a systematic review of genetic variants associated with resilience to enable the identification of general resilience mechanisms. We adopted broad inclusion criteria for the definition of resilience to capture both human and animal model studies, which use a wide range of resilience definitions and measure very different outcomes. Analyzing 158 studies, we found 71 candidate genes associated with resilience. OPRM1 (Opioid receptor mu 1), NPY (neuropeptide Y), CACNA1C (calcium voltage-gated channel subunit alpha1 C), DCC (deleted in colorectal carcinoma), and FKBP5 (FKBP prolyl isomerase 5) had both animal and human variants associated with resilience, supporting the idea of shared biological pathways. Further, for OPRM1, OXTR (oxytocin receptor), CRHR1 (corticotropin-releasing hormone receptor 1), COMT (catechol-O-methyltransferase), BDNF (brain-derived neurotrophic factor), APOE (apolipoprotein E), and SLC6A4 (solute carrier family 6 member 4), the same allele was associated with resilience across divergent resilience definitions, which suggests these genes may therefore provide a starting point for further research examining commonality in resilience pathways.
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Affiliation(s)
- Stephanie Cahill
- Evolution, Infection and Genomics, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
- Faculty of Humanities, Cathie Marsh Institute for Social Research, The University of Manchester, Manchester, United Kingdom
| | - Tarani Chandola
- Faculty of Humanities, Cathie Marsh Institute for Social Research, The University of Manchester, Manchester, United Kingdom
- Methods Hub, Department of Sociology, Faculty of Social Sciences, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Reinmar Hager
- Evolution, Infection and Genomics, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
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Torres ERS, Luo J, Boehnlein JK, Towns D, Kinzie JD, DeBarber AE, Raber J. Apolipoprotein E Isoform-specific changes related to stress and trauma exposure. Transl Psychiatry 2022; 12:125. [PMID: 35347119 PMCID: PMC8960860 DOI: 10.1038/s41398-022-01848-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 02/06/2022] [Accepted: 02/09/2022] [Indexed: 11/19/2022] Open
Abstract
Post-Traumatic Stress Disorder (PTSD) is a highly prevalent mental health disorder. Due to the high level of variability in susceptibility and severity, PTSD therapies are still insufficient. In addition to environmental exposures, genetic risks play a prominent role and one such factor is apolipoprotein E. The protein (apoE) is functionally involved in cholesterol transport and metabolism and exists as 3 major isoforms in humans: E2, E3, and E4. To model the role of apolipoprotein E isoform in stress-related changes in behavior and cognition, female and male mice (3-5 months of age) expressing E2, E3, or E4 were used. Mice were either placed into control groups or exposed to chronic variable stress (CVS), which has been shown to induce PTSD-like behavioral and neuroendocrine changes. E2 mice showed a unique response to CVS compared to E3 and E4 mice that included impaired spatial learning and memory, increased adrenal gland weight, and no increase in glucocorticoid receptor protein levels (normalized to apoE levels). In addition, the cholesterol metabolite 7-ketocholesterol was elevated in the cortex after CVS in E3 and E4, but not E2 female mice. E2 confers unique changes in behavioral, cognitive, and biomarker profiles after stress exposure and identify 7-ketocholesterol as a possible novel biomarker of the traumatic stress response. We further explored the relationship between E2 and PTSD in an understudied population by genotyping 102 patients of Cambodian and Vietnamese ethnicity. E2 carriers demonstrated a higher odds ratio of having a PTSD diagnosis compared to E3/E3 carriers, supporting that the E2 genotype is associated with PTSD diagnosis after trauma exposure in this population.
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Affiliation(s)
- Eileen Ruth S Torres
- Department of Behavioral Neuroscience, Oregon Health & Science University, 3181SW Sam Jackson Park Road, L470, Portland, OR, 97239, USA
| | - Jenny Luo
- Department of Chemical Physiology & Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - James K Boehnlein
- Department of Psychiatry, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, UHN-80, Portland, OR, 97201-3098, USA
- VA Northwest Mental Illness Research, Education and Clinical Center (MIRECC), Washington DC, USA
| | - Daniel Towns
- Department of Psychiatry, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, UHN-80, Portland, OR, 97201-3098, USA
| | - J David Kinzie
- Department of Psychiatry, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, UHN-80, Portland, OR, 97201-3098, USA
| | - Andrea E DeBarber
- Department of Chemical Physiology & Biochemistry, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Jacob Raber
- Department of Behavioral Neuroscience, Oregon Health & Science University, 3181SW Sam Jackson Park Road, L470, Portland, OR, 97239, USA.
- Departments of Neurology, Psychiatry, and Radiation Medicine and Division of Neuroscience, ONPRC, Oregon Health & Science University, Portland, OR, 97239, USA.
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10
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Eglit GML, Elman JA, Panizzon MS, Sanderson-Cimino M, Williams ME, Dale AM, Eyler LT, Fennema-Notestine C, Gillespie NA, Gustavson DE, Hatton SN, Hagler DJ, Hauger RL, Jak AJ, Logue MW, McEvoy LK, McKenzie RE, Neale MC, Puckett O, Reynolds CA, Toomey R, Tu XM, Whitsel N, Xian H, Lyons MJ, Franz CE, Kremen WS. Paradoxical cognitive trajectories in men from earlier to later adulthood. Neurobiol Aging 2022; 109:229-238. [PMID: 34785406 PMCID: PMC8715388 DOI: 10.1016/j.neurobiolaging.2021.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 10/07/2021] [Accepted: 10/07/2021] [Indexed: 01/03/2023]
Abstract
Because longitudinal studies of aging typically lack cognitive data from earlier ages, it is unclear how general cognitive ability (GCA) changes throughout the life course. In 1173 Vietnam Era Twin Study of Aging (VETSA) participants, we assessed young adult GCA at average age 20 and current GCA at 3 VETSA assessments beginning at average age 56. The same GCA index was used throughout. Higher young adult GCA and better GCA maintenance were associated with stronger specific cognitive abilities from age 51 to 73. Given equivalent GCA at age 56, individuals who had higher age 20 GCA outperformed those whose GCA remained stable in terms of memory, executive function, and working memory abilities from age 51 to 73. Thus, paradoxically, despite poorer maintenance of GCA, high young adult GCA still conferred benefits. Advanced predicted brain age and the combination of elevated vascular burden and APOE-ε4 status were associated with poorer maintenance of GCA. These findings highlight the importance of distinguishing between peak and current GCA for greater understanding of cognitive aging.
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Affiliation(s)
- Graham M L Eglit
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA.
| | - Jeremy A Elman
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Mathew S Panizzon
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Mark Sanderson-Cimino
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA; San Diego State University/University of California, San Diego Joint Doctoral Program, San Diego, CA, USA
| | - McKenna E Williams
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA; San Diego State University/University of California, San Diego Joint Doctoral Program, San Diego, CA, USA
| | - Anders M Dale
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Department of Radiology, University of California, San Diego, La Jolla, CA, USA; Department of Neurosciences, University of California, San Diego, La Jolla, CA, USA
| | - Lisa T Eyler
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Christine Fennema-Notestine
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA; Department of Radiology, University of California, San Diego, La Jolla, CA, USA
| | - Nathan A Gillespie
- Virginia Institute for Psychiatric and Behavior Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Daniel E Gustavson
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Sean N Hatton
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Department of Radiology, University of California, San Diego, La Jolla, CA, USA
| | - Donald J Hagler
- Department of Radiology, University of California, San Diego, La Jolla, CA, USA
| | - Richard L Hauger
- Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA; Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, USA
| | - Amy J Jak
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, USA
| | - Mark W Logue
- National Center for PTSD, Behavioral Sciences Division, VA Boston Healthcare System, Boston, MA, USA; Psychiatry and Biomedical Genetics, Boston University School of Medicine, Boston, MA, USA; Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Linda K McEvoy
- Department of Radiology, University of California, San Diego, La Jolla, CA, USA
| | - Ruth E McKenzie
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA; School of Education and Social Policy, Merrimack College, North Andover, MA, USA
| | - Michael C Neale
- Virginia Institute for Psychiatric and Behavior Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Olivia Puckett
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Chandra A Reynolds
- Department of Psychology, University of California Riverside, Riverside, CA, USA
| | - Rosemary Toomey
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Xin M Tu
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Nathan Whitsel
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Hong Xian
- Department of Epidemiology and Biostatistics, St. Louis University, St. Louis, MO, USA
| | - Michael J Lyons
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Carol E Franz
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - William S Kremen
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA; Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, USA
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11
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Lange RT, Merritt VC, Brickell TA, Dalgard CL, Soltis AR, Hershaw J, Lippa SM, Gill J, French LM. Apolipoprotein E e4 is associated with worse self-reported neurobehavioral symptoms following uncomplicated mild traumatic brain injury in U.S. military service members. Behav Brain Res 2021; 415:113491. [PMID: 34333069 DOI: 10.1016/j.bbr.2021.113491] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 06/24/2021] [Accepted: 07/25/2021] [Indexed: 11/16/2022]
Abstract
Past research has found a relationship between the apolipoprotein E (APOE) e4 allele and worse neurobehavioral functioning following mild traumatic brain injury (MTBI) in civilian populations. The purpose of this study was to examine this relationship in service members and veterans (SMVs) following MTBI. Participants were 151 SMVs (103 uncomplicated MTBI; 48 Injured Controls [IC]) prospectively enrolled in the DVBIC-TBICoE 15-Year Longitudinal TBI Study. Participants completed a battery of self-reported neurobehavioral symptom measures on average 76.2 months post-injury (SD = 31.8). APOE genotyping was undertaken using non-fasting blood samples. Participants were classified into four subgroups based on injury (MTBI vs. IC) and APOE e4 allele status (e4 present/absent). In the IC group, there were no significant differences across APOE e4 status subgroups for all measures. In the MTBI group, participants with the APOE e4 allele had significantly worse scores on measures of depression, pain, anxiety, grief, positive well-being, social participation, and resilience compared to those without the e4 allele (d = .44 to d = .69). When comparing the number of 'clinically elevated' neurobehavioral measures simultaneously, the MTBI/e4 present subgroup consistently had a higher number of elevated measures compared to the MTBI/e4 absent, IC/e4 present, and IC/e4 absent subgroups. The APOE e4 allele was associated with poorer neurobehavioral outcome in SMVs in the chronic phase of recovery following MTBI. APOE e4 could be incorporated into screening tools to predict SMVs at risk for poor long-term neurobehavioral outcome in an effort to provide early intervention to improve long-term clinical outcome.
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Affiliation(s)
- Rael T Lange
- Traumatic Brain Injury Center of Excellence, 1335 E W Hwy, Silver Spring, MD, 20910, United States; Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD, 20814, United States; National Intrepid Center of Excellence, Palmer Rd S, Bethesda, MD, 20814, United States; University of British Columbia, Vancouver, BC, V6T 1Z4, Canada; Contractor, General Dynamics Information Technology, 3150 Fairview Park Dr, Falls Church, VA, 22042, United States; Centre of Excellence on Post-traumatic Stress Disorder, 1145 Carling Ave, Ottawa, ON, K1Z 7K4, Canada.
| | - Victoria C Merritt
- VA San Diego Healthcare System, 3350 La Jolla Village Dr, San Diego, CA, 92161, United States; University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093, United States.
| | - Tracey A Brickell
- Traumatic Brain Injury Center of Excellence, 1335 E W Hwy, Silver Spring, MD, 20910, United States; Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD, 20814, United States; National Intrepid Center of Excellence, Palmer Rd S, Bethesda, MD, 20814, United States; Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD, 20814, United States; Contractor, General Dynamics Information Technology, 3150 Fairview Park Dr, Falls Church, VA, 22042, United States; Centre of Excellence on Post-traumatic Stress Disorder, 1145 Carling Ave, Ottawa, ON, K1Z 7K4, Canada.
| | - Clifton L Dalgard
- Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD, 20814, United States; The American Genome Center, 4301 Jones Bridge Rd, Bethesda, MD, 20814, United States.
| | - Anthony R Soltis
- Henry M Jackson Foundation, 6720A Rockledge Dr, Bethesda, MD, 20817, United States; PRIMER, 4301 Jones Bridge Rd, Bethesda, MD, 20814, United States.
| | - Jamie Hershaw
- Traumatic Brain Injury Center of Excellence, 1335 E W Hwy, Silver Spring, MD, 20910, United States; Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD, 20814, United States; National Intrepid Center of Excellence, Palmer Rd S, Bethesda, MD, 20814, United States; Contractor, General Dynamics Information Technology, 3150 Fairview Park Dr, Falls Church, VA, 22042, United States.
| | - Sara M Lippa
- Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD, 20814, United States; National Intrepid Center of Excellence, Palmer Rd S, Bethesda, MD, 20814, United States.
| | - Jessica Gill
- National Institutes of Health, National Institute of Nursing Research, 10 Center Dr, Bethesda, MD, 20814, United States.
| | - Louis M French
- Traumatic Brain Injury Center of Excellence, 1335 E W Hwy, Silver Spring, MD, 20910, United States; Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD, 20814, United States; National Intrepid Center of Excellence, Palmer Rd S, Bethesda, MD, 20814, United States; Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD, 20814, United States.
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12
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Abstract
Posttraumatic stress disorder (PTSD) can occur at any point in the life span and can last for decades. Chronic PTSD can affect quality of life and have a negative impact on physical function and health in the elderly and may be associated with premature aging and dementia. It is critical that clinicians screen for trauma-based symptoms and to treat as appropriate.
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Affiliation(s)
- Rebekah J Jakel
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, 3950, Durham, NC 27710, USA.
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13
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Slayday RE, Gustavson DE, Elman JA, Beck A, McEvoy LK, Tu XM, Fang B, Hauger RL, Lyons MJ, McKenzie RE, Sanderson-Cimino ME, Xian H, Kremen WS, Franz CE. Interaction between Alcohol Consumption and Apolipoprotein E (ApoE) Genotype with Cognition in Middle-Aged Men. J Int Neuropsychol Soc 2021; 27:56-68. [PMID: 32662384 PMCID: PMC7856052 DOI: 10.1017/s1355617720000570] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Heavy alcohol consumption is associated with poorer cognitive function in older adults. Although understudied in middle-aged adults, the relationship between alcohol and cognition may also be influenced by genetics such as the apolipoprotein (ApoE) ε4 allele, a risk factor for Alzheimer's disease. We examined the relationship between alcohol consumption, ApoE genotype, and cognition in middle-aged adults and hypothesized that light and/or moderate drinkers (≤2 drinks per day) would show better cognitive performance than heavy drinkers or non-drinkers. Additionally, we hypothesized that the association between alcohol use and cognitive function would differ by ApoE genotype (ε4+ vs. ε4-). METHOD Participants were 1266 men from the Vietnam Era Twin Study of Aging (VETSA; M age = 56; range 51-60) who completed a neuropsychological battery assessing seven cognitive abilities: general cognitive ability (GCA), episodic memory, processing speed, executive function, abstract reasoning, verbal fluency, and visuospatial ability. Alcohol consumption was categorized into five groups: never, former, light, moderate, and heavy. RESULTS In fully adjusted models, there was no significant main effect of alcohol consumption on cognitive functions. However, there was a significant interaction between alcohol consumption and ApoE ε4 status for GCA and episodic memory, such that the relationship of alcohol consumption and cognition was stronger in ε4 carriers. The ε4+ heavy drinking subgroup had the poorest GCA and episodic memory. CONCLUSIONS Presence of the ε4 allele may increase vulnerability to the deleterious effects of heavy alcohol consumption. Beneficial effects of light or moderate alcohol consumption were not observed.
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Affiliation(s)
- Riki E. Slayday
- Department of Psychology, San Diego State University, San
Diego, CA, USA
| | - Daniel E. Gustavson
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Jeremy A. Elman
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Asad Beck
- University of Washington, Graduate Program in Neuroscience,
Seattle, WA, USA
| | - Linda K. McEvoy
- Department of Radiology, University of California San
Diego, La Jolla, CA, USA
| | - Xin M. Tu
- Department of Family Medicine, University of California San
Diego, La Jolla, CA, USA
| | - Bin Fang
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Richard L. Hauger
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
- Center of Excellence for Stress and Mental Health, VA San
Diego Healthcare System, San Diego, CA, USA
| | - Michael J. Lyons
- Department of Psychological and Brain Sciences, Boston
University, Boston, MA, USA
| | - Ruth E. McKenzie
- Department of Psychological and Brain Sciences, Boston
University, Boston, MA, USA
| | - Mark E. Sanderson-Cimino
- Department of Psychology, San Diego State University, San
Diego, CA, USA
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Hong Xian
- Department of Biostatistics, St Louis University, St.
Louis, MO, USA
| | - William S. Kremen
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
- Center of Excellence for Stress and Mental Health, VA San
Diego Healthcare System, San Diego, CA, USA
- Center for Behavior Genetics of Aging, University of
California San Diego, La Jolla CA, USA
| | - Carol E. Franz
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
- Center for Behavior Genetics of Aging, University of
California San Diego, La Jolla CA, USA
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14
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Franz CE, Hatton SN, Hauger RL, Kredlow MA, Dale AM, Eyler L, McEvoy LK, Fennema-Notestine C, Hagler D, Jacobson KC, McKenzie RE, Panizzon MS, Gustavson DE, Xian H, Toomey R, Beck A, Stevens S, Tu X, Lyons MJ, Kremen WS. Posttraumatic stress symptom persistence across 24 years: association with brain structures. Brain Imaging Behav 2020; 14:1208-1220. [PMID: 30830577 PMCID: PMC6722032 DOI: 10.1007/s11682-019-00059-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Posttraumatic stress disorder (PTSD) is known to persist, eliciting early medical co-morbidity, and accelerated aging. Although PTSD diagnosis has been found to be associated with smaller volume in multiple brain regions, posttraumatic stress (PTS) symptoms and their associations with brain morphometry are rarely assessed over long periods of time. We predicted that persistent PTS symptoms across ~24 years would be inversely associated with hippocampal, amygdala, anterior cingulate volumes, and hippocampal occupancy (HOC = hippocampal volume/[hippocampal volume + inferior lateral ventricle volume]) in late middle age. Exploratory analyses examined prefrontal regions. We assessed PTS symptoms in 247 men at average ages 38 (time 1) and 62 (time 2). All were trauma-exposed prior to time 1. Brain volumes were assessed at time 2 using 3 T structural magnetic resonance imaging. Symptoms were correlated over time (r = 0.46 p < .0001). Higher PTS symptoms averaged over time and symptoms at time 1 were both associated with lower hippocampal, amygdala, rostral middle frontal gyrus (MFG), and medial orbitofrontal cortex (OFC) volumes, and a lower HOC ratio at time 2. Increased PTS symptomatology from time 1 to time 2 was associated with smaller hippocampal volume. Results for hippocampal, rostral MFG and medial OFC remained significant after omitting individuals above the threshold for PTSD diagnosis. Even at sub-diagnostic threshold levels, PTS symptoms were present decades after trauma exposure in parallel with highly correlated structural deficits in brain regions regulating stress responsivity and adaptation.
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Affiliation(s)
- Carol E Franz
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA.
| | - Sean N Hatton
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Richard L Hauger
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA, 92093, USA
| | - M Alexandra Kredlow
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - Anders M Dale
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Lisa Eyler
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Linda K McEvoy
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Christine Fennema-Notestine
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Donald Hagler
- Department of Radiology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Kristen C Jacobson
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago, Chicago, IL, 60637, USA
| | - Ruth E McKenzie
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - Matthew S Panizzon
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Daniel E Gustavson
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Hong Xian
- Department of Epidemiology and Biostatistics, St Louis University, St Louis, MO, 60134, USA
| | - Rosemary Toomey
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - Asad Beck
- Department of Psychology, San Diego State University, San Diego, CA, 92182, USA
| | - Samantha Stevens
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
| | - Xin Tu
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, 92093, USA
| | - Michael J Lyons
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, 02215, USA
| | - William S Kremen
- Department of Psychiatry MC 0738, University of California San Diego, La Jolla, CA, 92093, USA
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA, 92093, USA
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15
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Sheerin CM, Kovalchick LV, Overstreet C, Rappaport LM, Williamson V, Vladimirov V, Ruggiero KJ, Amstadter AB. Genetic and Environmental Predictors of Adolescent PTSD Symptom Trajectories Following a Natural Disaster. Brain Sci 2019; 9:E146. [PMID: 31226868 PMCID: PMC6627286 DOI: 10.3390/brainsci9060146] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 06/19/2019] [Indexed: 12/20/2022] Open
Abstract
: Genes, environmental factors, and their interplay affect posttrauma symptoms. Although environmental predictors of the longitudinal course of posttraumatic stress disorder (PTSD) symptoms are documented, there remains a need to incorporate genetic risk into these models, especially in youth who are underrepresented in genetic studies. In an epidemiologic sample tornado-exposed adolescents (n = 707, 51% female, Mage = 14.54 years), trajectories of PTSD symptoms were examined at baseline and at 4-months and 12-months following baseline. This study aimed to determine if rare genetic variation in genes previously found in the sample to be related to PTSD diagnosis at baseline (MPHOSPH9, LGALS13, SLC2A2), environmental factors (disaster severity, social support), or their interplay were associated with symptom trajectories. A series of mixed effects models were conducted. Symptoms decreased over the three time points. Elevated tornado severity was associated with elevated baseline symptoms. Elevated recreational support was associated with lower baseline symptoms and attenuated improvement over time. Greater LGLAS13 variants attenuated symptom improvement over time. An interaction between MPHOSPH9 variants and tornado severity was associated with elevated baseline symptoms, but not change over time. Findings suggest the importance of rare genetic variation and environmental factors on the longitudinal course of PTSD symptoms following natural disaster trauma exposure.
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Affiliation(s)
- Christina M Sheerin
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Laurel V Kovalchick
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Cassie Overstreet
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Lance M Rappaport
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
- Department of Psychology, University of Windsor, Windsor, ON N9B 3P4, Canada.
| | - Vernell Williamson
- Molecular Diagnostics Laboratory, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Vladimir Vladimirov
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Kenneth J Ruggiero
- Departments of Nursing and Psychiatry, Medical University of South Carolina, Charleston, SC 29425, USA.
| | - Ananda B Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
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16
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Lyall DM, Celis-Morales C, Lyall LM, Graham C, Graham N, Mackay DF, Strawbridge RJ, Ward J, Gill JMR, Sattar N, Cavanagh J, Smith DJ, Pell JP. Assessing for interaction between APOE ε4, sex, and lifestyle on cognitive abilities. Neurology 2019; 92:e2691-e2698. [PMID: 31028125 PMCID: PMC6556094 DOI: 10.1212/wnl.0000000000007551] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 02/04/2019] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE To test for interactions between APOE ε4 genotype and lifestyle factors on worse cognitive abilities in UK Biobank. METHODS Using UK Biobank cohort data, we tested for interactions between APOE ε4 allele presence, lifestyle factors of alcohol intake, smoking, total physical activity and obesity, and sex, on cognitive tests of reasoning, information processing speed, and executive function (n range = 70,988-324,725 depending on the test). We statistically adjusted for potential confounders of age, sex, deprivation, cardiometabolic conditions, and educational attainment. RESULTS There were significant associations between APOE ε4 and worse cognitive abilities, independent of potential confounders, and between lifestyle risk factors and worse cognitive abilities; however, there were no interactions at multiple correction-adjusted p < 0.05, against our hypotheses. CONCLUSIONS Our results do not provide support for the idea that ε4 genotype increases vulnerability to the negative effects of lifestyle risk factors on cognitive ability, but rather support a primarily outright association between APOE ε4 genotype and worse cognitive ability.
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Affiliation(s)
- Donald M Lyall
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden.
| | - Carlos Celis-Morales
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Laura M Lyall
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Christopher Graham
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Nicholas Graham
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Daniel F Mackay
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Rona J Strawbridge
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Joey Ward
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Jason M R Gill
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Naveed Sattar
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Jonathan Cavanagh
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Daniel J Smith
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
| | - Jill P Pell
- From the Institute of Health & Wellbeing (D.M.L., L.M.L., C.G., N.G., D.F.M., R.J.S., J.W., J.C., D.J.S., J.P.P.) and Institute of Cardiovascular and Medical Sciences (C.C.-M., J.M.R.G., N.S.), University of Glasgow, Scotland, UK; and Department of Medicine Solna (R.J.S.), Karolinska Institute, Stockholm, Sweden
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17
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Hatton SN, Franz CE, Elman JA, Panizzon MS, Hagler DJ, Fennema-Notestine C, Eyler LT, McEvoy LK, Lyons MJ, Dale AM, Kremen WS. Negative fateful life events in midlife and advanced predicted brain aging. Neurobiol Aging 2018; 67:1-9. [PMID: 29609076 PMCID: PMC5955847 DOI: 10.1016/j.neurobiolaging.2018.03.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 02/08/2018] [Accepted: 03/02/2018] [Indexed: 01/30/2023]
Abstract
Negative fateful life events (FLEs) such as interpersonal conflict, death in the family, financial hardship, and serious medical emergencies can act as allostatic stressors that accelerate biological aging. However, the relationship between FLEs and neuroanatomical aging is not well understood. We examined 359 men (mean age 62 years) participating in the Vietnam Era twin study of aging (VETSA) to determine whether negative midlife FLEs are associated with advanced brain aging after controlling for physical, psychological, and lifestyle factors. At two different time points, participants were assessed for negative FLEs, health and well-being, general cognitive ability, socioeconomic status, depression, and ethnicity. Participants underwent a magnetic resonance imaging examination, and T1-weighted images were processed with FreeSurfer. Subsequent neuroanatomical measurements were entered into the Brain-Age Regression Analysis and Computation Utility software (BARACUS) to predict brain age. Having more midlife FLEs, particularly relating to interpersonal relationships, was associated with advanced predicted brain aging (i.e., higher predicted brain age relative to chronological age). This association remained after controlling for the significant covariates of alcohol consumption, cardiovascular risk, adult socioeconomic status, and ethnicity.
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Affiliation(s)
- Sean N. Hatton
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA,Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA,Corresponding author: Sean N Hatton, , Permanent address: Department of Psychiatry, University of California, San Diego, 9500 Gilman Dr. (MC0 0738), La Jolla, CA, USA
| | - Carol E. Franz
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA,Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Jeremy A. Elman
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA,Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Matthew S. Panizzon
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA,Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA
| | - Donald J. Hagler
- Department of Radiology, University of California, San Diego, La Jolla, CA
| | - Christine Fennema-Notestine
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA,Department of Radiology, University of California, San Diego, La Jolla, CA
| | - Lisa T. Eyler
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA,Mental Illness Research Education and Clinical Center, VA San Diego Healthcare System, San Diego, CA
| | - Linda K. McEvoy
- Department of Radiology, University of California, San Diego, La Jolla, CA
| | - Michael J. Lyons
- Department of Psychological and Brain Sciences, Boston University, Boston, MA
| | - Anders M. Dale
- Department of Radiology, University of California, San Diego, La Jolla, CA,Department of Neurosciences, University of California, San Diego, La Jolla, CA
| | - William S. Kremen
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA,Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, CA, USA,Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, CA
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18
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Merritt VC, Clark AL, Sorg SF, Evangelista ND, Werhane M, Bondi MW, Schiehser DM, Delano-Wood L. Apolipoprotein E ε4 Genotype Is Associated with Elevated Psychiatric Distress in Veterans with a History of Mild to Moderate Traumatic Brain Injury. J Neurotrauma 2018; 35:2272-2282. [PMID: 29463164 DOI: 10.1089/neu.2017.5372] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
As few studies have examined the relationship between the apolipoprotein E (APOE) gene and clinical outcomes after military-related traumatic brain injury (TBI), we aimed to determine whether the ε4 allele of the APOE gene influences neuropsychiatric symptoms in veterans with a history of mild-to-moderate TBI. Participants included 133 veterans (TBI = 79; military controls [MC] = 54) who underwent APOE genotyping and were divided into ε4+ (TBI = 18; MC = 15) and ε4- (TBI = 61; MC = 39) groups. All participants underwent evaluation of psychological distress using the Beck Depression Inventory-II, Beck Anxiety Inventory, and PTSD Checklist-Military Version. Two-way analyses of variance were conducted to examine the effect of group (TBI vs. MC) and APOE-ε4 status (ε4+ vs. ε4-) across symptom measures. There was a significant main effect of group across all symptom measures (TBI > MC; all p values <0.001), no main effect of ε4 genotype (p = 0.152-0.222), and a significant interaction of group by ε4 genotype across all measures (p = 0.027-0.047). Specifically, for TBI participants, ε4+ veterans demonstrated significantly higher symptom scores across all measures when compared to ε4- veterans (p = 0.007-0.015). For MC participants, ε4 status had no effect on the severity of psychiatric symptom scores (p = 0.585-0.708). Our results demonstrate that, in our well-characterized sample of veterans with history of neurotrauma, possession of the ε4 allele conveys risk for increased symptomatology (i.e., depression, anxiety, and post-traumatic stress disorder), even well outside of the acute phase of injury. Findings suggest a meaningful relationship between APOE genotype and psychiatric distress post-TBI, and they suggest that there is a brain basis for the complex neuropsychiatric presentation often observed in this vulnerable population. Future longitudinal studies are needed in order to further our understanding of how genetic factors influence response to TBI.
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Affiliation(s)
| | - Alexandra L Clark
- 2 San Diego State University/University of California , San Diego (SDSU/UCSD) Joint Doctoral Program in Clinical Psychology, San Diego, California
| | - Scott F Sorg
- 1 VA San Diego Healthcare System (VASDHS) , San Diego, California.,3 Department of Psychiatry, School of Medicine , UCSD, San Diego, California
| | | | - Madeleine Werhane
- 2 San Diego State University/University of California , San Diego (SDSU/UCSD) Joint Doctoral Program in Clinical Psychology, San Diego, California
| | - Mark W Bondi
- 1 VA San Diego Healthcare System (VASDHS) , San Diego, California.,3 Department of Psychiatry, School of Medicine , UCSD, San Diego, California
| | - Dawn M Schiehser
- 1 VA San Diego Healthcare System (VASDHS) , San Diego, California.,3 Department of Psychiatry, School of Medicine , UCSD, San Diego, California.,4 Center of Excellence for Stress and Mental Health , VASDHS, San Diego, California
| | - Lisa Delano-Wood
- 1 VA San Diego Healthcare System (VASDHS) , San Diego, California.,3 Department of Psychiatry, School of Medicine , UCSD, San Diego, California.,4 Center of Excellence for Stress and Mental Health , VASDHS, San Diego, California
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19
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Nielsen DA, Spellicy CJ, Harding MJ, Graham DP. Apolipoprotein E DNA methylation and posttraumatic stress disorder are associated with plasma ApoE level: A preliminary study. Behav Brain Res 2018; 356:415-422. [PMID: 29807071 DOI: 10.1016/j.bbr.2018.05.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 04/19/2018] [Accepted: 05/14/2018] [Indexed: 10/16/2022]
Abstract
Mild traumatic brain injury (mTBI) occurred in 15-30% of Veterans returning from Iraq and Afghanistan. We examined whether DNA methylation of the apolipoprotein E (APOE) gene promoter region or plasma ApoE protein levels are altered in mTBI. APOE promoter region DNA methylation, APOE genotype, and plasma ApoE concentration were determined in 87 Veterans with or without mTBI who were recruited from 2010-2014. Plasma ApoE concentration was found to be associated with Posttraumatic Stress Disorder (PTSD) symptom severity ratings by hierarchical linear regression (p = .013) and ANCOVA (p = .007). Hierarchical linear regression revealed that plasma ApoE concentration was associated with APOE-ε4 genotype status (p=.022). Higher ApoE plasma levels were found in ε3/ε3 Veterans than in APOE-ε4 carriers (p = .031). Furthermore, plasma ApoE concentration was associated experiment-wise with DNA methylation at CpG sites -877 (p = .021), and -775 (p = .014). The interaction between APOE-ε4 genotype and having a PTSD diagnosis was associated with DNA methylation at CpG site -675 (p = .009).
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Affiliation(s)
- David A Nielsen
- Neurorehabilitation: Neurons to Networks Traumatic Brain Injury Center of Excellence, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States.
| | - Catherine J Spellicy
- Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
| | - Mark J Harding
- Neurorehabilitation: Neurons to Networks Traumatic Brain Injury Center of Excellence, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States
| | - David P Graham
- Neurorehabilitation: Neurons to Networks Traumatic Brain Injury Center of Excellence, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, United States; Houston VA Health Services Research and Development Center of Excellence, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States
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20
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Naß J, Efferth T. Pharmacogenetics and Pharmacotherapy of Military Personnel Suffering from Post-traumatic Stress Disorder. Curr Neuropharmacol 2018; 15:831-860. [PMID: 27834145 PMCID: PMC5652029 DOI: 10.2174/1570159x15666161111113514] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Revised: 09/23/2016] [Accepted: 11/08/2016] [Indexed: 12/26/2022] Open
Abstract
Background: Posttraumatic stress disorder (PTSD) is a severe problem among soldiers with combating experience difficult to treat. The pathogenesis is still not fully understood at the psychological level. Therefore, genetic research became a focus of interest. The identification of single nucleotide polymorphisms (SNPs) may help to predict, which persons are at high risk to develop PTSD as a starting point to develop novel targeted drugs for treatment. Methods: We conducted a systematic review on SNPs in genes related to PTSD pathology and development of targeted pharmacological treatment options based on PubMed database searches. We focused on clinical trials with military personnel. Results: SNPs in 22 human genes have been linked to PTSD. These genes encode proteins acting as neurotransmitters and receptors, downstream signal transducers and metabolizing enzymes. Pharmacological inhibitors may serve as drug candidates for PTSD treatment, e.g. β2 adrenoreceptor antagonists, dopamine antagonists, partial dopamine D2 receptor agonists, dopamine β hydroxylase inhibitors, fatty acid amid hydrolase antagonists, glucocorticoid receptor agonists, tropomyosin receptor kinase B agonists, selective serotonin reuptake inhibitors, catechol-O-methyltransferase inhibitors, gamma-amino butyric acid receptor agonists, glutamate receptor inhibitors, monoaminoxidase B inhibitors, N-methyl-d-aspartate receptor antagonists. Conclusion: The combination of genetic and pharmacological research may lead to novel target-based drug developments with improved specificity and efficacy to treat PTSD. Specific SNPs may be identified as reliable biomarkers to assess individual disease risk. Focusing on soldiers suffering from PTSD will not only help to improve treatment options for this specific group, but for all PTSD patients and the general population.
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Affiliation(s)
- Janine Naß
- Department of Pharmaceutical Biology, Institute of Pharmacy and Biochemistry, Johannes Gutenberg University, Staudinger Weg 5, 55128 Mainz. Germany
| | - Thomas Efferth
- Department of Pharmaceutical Biology, Institute of Pharmacy and Biochemistry, Johannes Gutenberg University, Staudinger Weg 5, 55128 Mainz. Germany
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21
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Abstract
Posttraumatic stress disorder (PTSD) can occur at any point in the life span and can last for decades. Chronic PTSD can affect quality of life and have a negative impact on physical function and health in the elderly and may be associated with premature aging and dementia. It is critical that clinicians screen for trauma-based symptoms and to treat as appropriate.
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Affiliation(s)
- Rebekah J Jakel
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, 3950, Durham, NC 27710, USA.
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22
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Mota NP, Han S, Harpaz-Rotem I, Maruff P, Krystal JH, Southwick SM, Gelernter J, Pietrzak RH. Apolipoprotein E gene polymorphism, trauma burden, and posttraumatic stress symptoms in U.S. military veterans: Results from the National Health and Resilience in Veterans Study. Depress Anxiety 2018; 35:168-177. [PMID: 29172227 PMCID: PMC5794529 DOI: 10.1002/da.22698] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Revised: 08/11/2017] [Accepted: 10/05/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Previous research examining the association between apolipoprotein E (APOE) gene polymorphism and risk for posttraumatic stress disorder (PTSD) has been inconsistent due to the use of small and select samples. This study examined the relation between APOE genotype and PTSD symptoms in two nationally representative samples of U.S. military veterans. The potential effect of cumulative trauma burden and social support in moderating this association was also evaluated. METHODS The main sample consisted of 1,386 trauma-exposed European American (EA) veterans (mean age: 62-63 years) who participated in the National Health and Resilience in Veterans Study (NHRVS) in 2011. The independent replication sample consisted of 509 trauma-exposed EA veterans from the 2013 NHRVS. RESULTS APOE ε4 allele carriers reported significantly greater severity of PTSD symptoms than noncarriers in the main, but not the replication, sample. In both samples, the interaction of APOE ε4 carrier status and cumulative trauma burden was associated with greater severity of PTSD symptoms (F range = 2.53-8.09, all P's < .01), particularly re-experiencing/intrusion symptoms (F range = 3.59-4.24, P's < .001). Greater social support was associated with lower severity of PTSD symptoms among APOE ε4 allele carriers with greater cumulative trauma burden (β range -.27 to -.60, P's < .05). CONCLUSION U.S. military veterans who are APOE ε4 allele carriers and exposed to a high number of traumas may be at increased risk for developing PTSD symptoms than ε4 noncarriers. Greater social support may moderate this association, thereby highlighting the potential importance of social support promoting interventions in mitigating the effect of ε4 × cumulative trauma burden on PTSD risk.
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Affiliation(s)
- Natalie P. Mota
- Department of Clinical Health Psychology, Max Rady College of Medicine, University of Manitoba, Canada
| | - Shizhong Han
- Department of Psychiatry, University of Iowa Carver College of Medicine,Iowa City, Iowa, USA
| | - Ilan Harpaz-Rotem
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Paul Maruff
- Florey Institute of Neuroscience and Mental Health, University of Melbourne and Cogstate, Ltd., Melbourne, Australia
| | - John H. Krystal
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Steven M. Southwick
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Joel Gelernter
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Robert H. Pietrzak
- Clinical Neurosciences Division, U.S. Department of Veterans Affairs National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
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23
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Apolipoprotein E variants and genetic susceptibility to combat-related post-traumatic stress disorder. Psychiatr Genet 2017; 27:121-130. [DOI: 10.1097/ypg.0000000000000174] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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24
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Hauser MA, Garrett ME, Liu Y, Dennis MF, Kimbrel NA, Veterans Affairs Mid-Atlantic Mental Illness Research Education And Clinical Center Workgroup, Beckham JC, Ashley-Koch AE. Further evidence for a role of the ADRB2 gene in risk for posttraumatic stress disorder. J Psychiatr Res 2017; 84:59-61. [PMID: 27701011 DOI: 10.1016/j.jpsychires.2016.09.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Revised: 09/14/2016] [Accepted: 09/14/2016] [Indexed: 12/20/2022]
Abstract
The aim of the present study was to attempt to replicate the recently reported finding associating rs2400707 of the Adrenoceptor Beta 2, Surface (ADRB2) gene and childhood trauma on PTSD symptoms. Participants included a predominantly veteran cohort of non-Hispanic blacks (NHB; n = 949) and a pre-dominantly veteran cohort of non-Hispanic whites (NHW; n = 759). No main effects were observed for rs2400707 on PTSD diagnosis. Among the NHB participants, we observed an interaction between rs2400707 and history of childhood trauma, whereby with each additional A allele, the odds of having PTSD increased by 1.31, but only among those who had experienced childhood trauma (p = 0.038). The interaction with rs2400707 and childhood trauma was not observed among the NHW study participants (p = 0.892). Taken together, the findings from the present research provide further evidence that the adrenergic system may be an important modulator of PTSD risk; however, additional work is still needed to clarify the exact nature of the relationship between PTSD and rs2400707 of the ADRB2 gene.
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Affiliation(s)
- Michael A Hauser
- Department of Medicine, Duke University Medical Center, Durham, NC, United States; Duke Molecular Physiology Institute, Durham, NC, United States.
| | - Melanie E Garrett
- Department of Medicine, Duke University Medical Center, Durham, NC, United States; Duke Center for Human Disease Modeling, Durham, NC, United States
| | - Yutao Liu
- Department of Medicine, Duke University Medical Center, Durham, NC, United States
| | - Michelle F Dennis
- Durham Veterans Affairs Medical Center, Durham, NC, United States; The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC, United States; Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | - Nathan A Kimbrel
- Durham Veterans Affairs Medical Center, Durham, NC, United States; The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC, United States; Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | | | - Jean C Beckham
- Durham Veterans Affairs Medical Center, Durham, NC, United States; The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC, United States; Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | - Allison E Ashley-Koch
- Department of Medicine, Duke University Medical Center, Durham, NC, United States; Duke Center for Human Disease Modeling, Durham, NC, United States
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25
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Chen CH. Development of a Melting Curve-Based Allele-Specific PCR of Apolipoprotein E (APOE) Genotyping Method for Genomic DNA, Guthrie Blood Spot, and Whole Blood. PLoS One 2016; 11:e0153593. [PMID: 27078154 PMCID: PMC4831698 DOI: 10.1371/journal.pone.0153593] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 03/31/2016] [Indexed: 01/11/2023] Open
Abstract
Genetic polymorphisms of apolipoprotein E (APOE) are associated with various health conditions and diseases, such as Alzheimer's disease, cardiovascular diseases, type 2 diabetes, etc. Hence, genotyping of APOE has broad applications in biomedical research and clinical settings, particularly in the era of precision medicine. The study aimed to develop a convenient and accurate method with flexible throughput to genotype the APOE polymorphisms. A melting curve-based allele-specific PCR method was developed to genotype two single nucleotide polymorphisms (SNPs) of APOE, i.e. rs429358 at codon 112 and rs7412 at codon 158. These two SNPs determine the genotype of APOE2, E3, and E4. PCR-based Sanger sequencing was used as the reference method for APOE genotyping. A 100% concordance rate was obtained in 300 subjects between the melting curve-based allele-specific PCR method and the Sanger sequencing method. This method was applied to a genetic association analysis of APOE and schizophrenia consisting of 711 patients with schizophrenia and 665 control subjects from Taiwan. However, no significant differences in the allele and genotype frequencies were detected between these two groups. Further experiments showed that DNA dissolved from blood collected on Guthrie filter paper and total blood cell lysate without DNA extraction can be used in the melting curve-based allele-specific PCR method. Thus, we suggest that this is a fast, accurate and robust APOE genotyping method with a flexible throughput and suitable for DNA template from different preparations. This convenient method shall meet the different needs of various research and clinical laboratories.
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Affiliation(s)
- Chia-Hsiang Chen
- Department of Psychiatry, Chang Gung Memorial Hospital-Linkou, Taoyuan, Taiwan
- Department and Graduate Institute of Biomedical Sciences, Chang Gung University, Taoyuan, Taiwan
- * E-mail:
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26
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Emmerich T, Abdullah L, Crynen G, Dretsch M, Evans J, Ait-Ghezala G, Reed J, Montague H, Chaytow H, Mathura V, Martin J, Pelot R, Ferguson S, Bishop A, Phillips J, Mullan M, Crawford F. Plasma Lipidomic Profiling in a Military Population of Mild Traumatic Brain Injury and Post-Traumatic Stress Disorder with Apolipoprotein E ɛ4-Dependent Effect. J Neurotrauma 2016; 33:1331-48. [PMID: 26714394 DOI: 10.1089/neu.2015.4061] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In the military population, there is high comorbidity between mild traumatic brain injury (mTBI) and post-traumatic stress disorder (PTSD) due to the inherent risk of psychological trauma associated with combat. These disorders present with long-term neurological dysfunction and remain difficult to diagnose due to their comorbidity and overlapping clinical presentation. Therefore, we performed cross-sectional analysis of blood samples from demographically matched soldiers (total, n = 120) with mTBI, PTSD, and mTBI+PTSD and those who were considered cognitively and psychologically normal. Soldiers were genotyped for apolipoprotein E (APOE) ɛ4, and phospholipids (PL) were examined using liquid chromatography/mass spectrometry analysis. We observed significantly lower levels of several major PL classes in TBI, PTSD, and TBI+PTSD, compared with controls. PTSD severity analysis revealed that significant PL decreases were primarily restricted to the moderate-to-severe PTSD group. An examination of the degree of unsaturation showed that monounsaturated fatty acid-containing phosphatidylcholine (PC) and phosphatidylinositol (PI) species were lower in the TBI and TBI+PTSD groups. However, these PLs were unaltered among PTSD subjects, compared with controls. Similarly, ether PC (ePC) levels were lower in PTSD and TBI+PTSD subjects, relative to controls. Ratios of arachidonic acid (AA) to docosahexaenoic acid (DHA)-containing species were significantly decreased within PC and phosphatidylethanolamine (PE) classes. APOE ɛ4 (+) subjects exhibited higher PL levels than their APOE ɛ4 (-) counterparts within the same diagnostic groups. These findings suggest that PL profiles, together with APOE genotyping, could potentially aid to differentiate diagnosis of mTBI and PTSD and warrant further validation. In conclusion, PL profiling may facilitate clinical diagnosis of mTBI and PTSD currently hindered by comorbid pathology and overlapping symptomology of these two conditions.
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Affiliation(s)
- Tanja Emmerich
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
| | - Laila Abdullah
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
| | - Gogce Crynen
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
| | - Michael Dretsch
- 4 National Intrepid Center of Excellence, Walter Reed National Military Medical Center , Bethesda, Maryland
- 5 United States Army Aeromedical Research Laboratory , Rucker, Alabama
| | | | - Ghania Ait-Ghezala
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
| | - Jon Reed
- 1 The Roskamp Institute , Sarasota, Florida
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
| | | | | | - Venkatarajan Mathura
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
| | | | - Robert Pelot
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
| | - Scott Ferguson
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
| | | | | | - Michael Mullan
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
| | - Fiona Crawford
- 1 The Roskamp Institute , Sarasota, Florida
- 2 The Open University , Buckinghamshire, United Kingdom
- 3 James A. Haley Veteran's Hospital , Tampa, Florida
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Dretsch MN, Williams K, Emmerich T, Crynen G, Ait-Ghezala G, Chaytow H, Mathura V, Crawford FC, Iverson GL. Brain-derived neurotropic factor polymorphisms, traumatic stress, mild traumatic brain injury, and combat exposure contribute to postdeployment traumatic stress. Brain Behav 2016; 6:e00392. [PMID: 27110438 PMCID: PMC4834940 DOI: 10.1002/brb3.392] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 07/22/2015] [Accepted: 08/16/2015] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND In addition to experiencing traumatic events while deployed in a combat environment, there are other factors that contribute to the development of posttraumatic stress disorder (PTSD) in military service members. This study explored the contribution of genetics, childhood environment, prior trauma, psychological, cognitive, and deployment factors to the development of traumatic stress following deployment. METHODS Both pre- and postdeployment data on 231 of 458 soldiers were analyzed. Postdeployment assessments occurred within 30 days from returning stateside and included a battery of psychological health, medical history, and demographic questionnaires; neurocognitive tests; and blood serum for the D2 dopamine receptor (DRD2), apolipoprotein E (APOE), and brain-derived neurotropic factor (BDNF) genes. RESULTS Soldiers who screened positive for traumatic stress at postdeployment had significantly higher scores in depression (d = 1.91), anxiety (d = 1.61), poor sleep quality (d = 0.92), postconcussion symptoms (d = 2.21), alcohol use (d = 0.63), traumatic life events (d = 0.42), and combat exposure (d = 0.91). BDNF Val66 Met genotype was significantly associated with risk for sustaining a mild traumatic brain injury (mTBI) and screening positive for traumatic stress. Predeployment traumatic stress, greater combat exposure and sustaining an mTBI while deployed, and the BDNF Met/Met genotype accounted for 22% of the variance of postdeployment PTSD scores (R (2) = 0.22, P < 0.001). However, predeployment traumatic stress, alone, accounted for 17% of the postdeployment PTSD scores. CONCLUSION These findings suggest predeployment traumatic stress, genetic, and environmental factors have unique contributions to the development of combat-related traumatic stress in military service members.
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Affiliation(s)
- Michael N Dretsch
- U.S. Army Aeromedical Research Laboratory 6901 Farrel Road Fort Rucker Alabama 22206; National Intrepid Center of Excellence Walter Reed National Military Medical Center 4860 South Palmer Road Bethesda Maryland 20889; Human Dimension Division (HDD) Headquarters Army Training and Doctrine Command (HQ TRADOC) 950 Jefferson Ave Fort Eustis Virginia 23604
| | - Kathy Williams
- National Intrepid Center of Excellence Walter Reed National Military Medical Center 4860 South Palmer Road Bethesda Maryland 20889
| | - Tanja Emmerich
- Roskamp Institute 2040 Whitfield Ave Sarasota Florida 34243
| | - Gogce Crynen
- Roskamp Institute 2040 Whitfield Ave Sarasota Florida 34243
| | | | - Helena Chaytow
- Roskamp Institute 2040 Whitfield Ave Sarasota Florida 34243
| | - Venkat Mathura
- Roskamp Institute 2040 Whitfield Ave Sarasota Florida 34243
| | | | - Grant L Iverson
- Department of Physical Medicine and Rehabilitation Harvard Medical School Boston Massachusetts; Spaulding Rehabilitation Hospital Boston Massachusetts; Red Sox Foundation and Massachusetts General Hospital Home Base Program Boston Massachusetts; Defense and Veterans Brain Injury Center Bethesda Maryland; Center for Health and Rehabilitation Department of Physical Medicine & Rehabilitation Harvard Medical School 79/96 Thirteenth Street Charlestown Navy Yard Charlestown Massachusetts 02129
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Reynolds CA, Gatz M, Christensen K, Christiansen L, Dahl Aslan AK, Kaprio J, Korhonen T, Kremen WS, Krueger R, McGue M, Neiderhiser JM, Pedersen NL. Gene-Environment Interplay in Physical, Psychological, and Cognitive Domains in Mid to Late Adulthood: Is APOE a Variability Gene? Behav Genet 2016; 46:4-19. [PMID: 26538244 PMCID: PMC4858319 DOI: 10.1007/s10519-015-9761-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 10/14/2015] [Indexed: 10/22/2022]
Abstract
Despite emerging interest in gene-environment interaction (GxE) effects, there is a dearth of studies evaluating its potential relevance apart from specific hypothesized environments and biometrical variance trends. Using a monozygotic within-pair approach, we evaluated evidence of G×E for body mass index (BMI), depressive symptoms, and cognition (verbal, spatial, attention, working memory, perceptual speed) in twin studies from four countries. We also evaluated whether APOE is a 'variability gene' across these measures and whether it partly represents the 'G' in G×E effects. In all three domains, G×E effects were pervasive across country and gender, with small-to-moderate effects. Age-cohort trends were generally stable for BMI and depressive symptoms; however, they were variable-with both increasing and decreasing age-cohort trends-for different cognitive measures. Results also suggested that APOE may represent a 'variability gene' for depressive symptoms and spatial reasoning, but not for BMI or other cognitive measures. Hence, additional genes are salient beyond APOE.
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Affiliation(s)
- Chandra A Reynolds
- Department of Psychology, University of California Riverside, 900 University Ave., Riverside, CA, 92521, USA.
| | - Margaret Gatz
- Department of Psychology, University of Southern California, Los Angeles, CA, 90089, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, 17177, Stockholm, Sweden
| | - Kaare Christensen
- Epidemiology, Biostatistics and Bio-demography, Institute of Public Health, University of Southern Denmark, 5000, Odense C, Denmark
- Department of Clinical Genetics and Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
| | - Lene Christiansen
- Epidemiology, Biostatistics and Bio-demography, Institute of Public Health, University of Southern Denmark, 5000, Odense C, Denmark
| | - Anna K Dahl Aslan
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, 17177, Stockholm, Sweden
- Institute of Gerontology, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Jaakko Kaprio
- Department of Public Health & Institute for Molecular Medicine FIMM, University of Helsinki, 00014, Helsinki, Finland
| | - Tellervo Korhonen
- Department of Public Health, University of Helsinki, 00014, Helsinki, Finland
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, 70211, Kuopio, Finland
| | - William S Kremen
- Department of Psychiatry, University of California San Diego, La Jolla, CA, 92093, USA
| | - Robert Krueger
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Matt McGue
- Epidemiology, Biostatistics and Bio-demography, Institute of Public Health, University of Southern Denmark, 5000, Odense C, Denmark
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Jenae M Neiderhiser
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Nancy L Pedersen
- Department of Psychology, University of Southern California, Los Angeles, CA, 90089, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, 17177, Stockholm, Sweden
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Kimbrel NA, Garrett ME, Dennis MF, Liu Y, Patanam I, Ashley-Koc AE, Hauser MA, Beckham JC. Effect of genetic variation in the nicotinic receptor genes on risk for posttraumatic stress disorder. Psychiatry Res 2015; 229:326-31. [PMID: 26184988 PMCID: PMC4697753 DOI: 10.1016/j.psychres.2015.07.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Revised: 06/23/2015] [Accepted: 07/05/2015] [Indexed: 11/24/2022]
Abstract
The present study examined the association between genetic variation in the nicotinic receptor gene family (CHRNA2, CHRNA3, CHRNA4, CHRNA5, CHRNA6, CHRNA7, CHRNA9, CHRNA10, CHRNB2, CHRNB3, CHRNB4) and the occurrence of posttraumatic stress disorder (PTSD). Clinical interviews were used to diagnose PTSD in 925 non-Hispanic Black (NHB) and 743 non-Hispanic White (NHW) participants. Trauma history and smoking status were assessed with self-report. No significant main effects or single nucleotide polymorphism (SNP) * smoking interactions were observed among NHB participants; however, among NHW participants, a novel association between rs12898919 in the cholinergic receptor nicotinic alpha-5 (CHRNA5) gene and PTSD was observed. No other significant main effects or SNP * smoking interactions were identified among NHW participants. While preliminary, these findings provide continued support for the hypothesis that the CHRNA5 gene is associated with increased risk for PTSD. Limitations of the present study include cross-sectional design, relatively small sample sizes for genetic research, use of self-report to assess smoking status, and use of different methods to diagnose PTSD. Additional research in other samples of trauma-exposed participants is needed to identify the specific functional variant(s) responsible for the association observed between CHRNA5 and PTSD risk in the present study.
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Affiliation(s)
- Nathan A. Kimbrel
- Durham Veterans Affairs Medical Center, Durham, NC, USA, VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, USA, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA,Correspondence concerning this article should be sent to: Dr. Nathan A. Kimbrel, Durham Veterans Affairs Medical Center, 508 Fulton Street, Durham, NC, 27705. Phone: (919) 286-0411, ext. 6759.
| | - Melanie E. Garrett
- Center for Human Disease Modeling, Duke University Medical Center, Durham, NC, USA
| | - Michelle F. Dennis
- Durham Veterans Affairs Medical Center, Durham, NC, USA, VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, USA, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Yutao Liu
- Department of Cellular Biology and Anatomy, Georgia Regents University, Augusta, GA, USA
| | - Ilyas Patanam
- Program in Computational Biology and Bioinformatics, Duke University, Durham, NC, USA
| | | | - Allison E. Ashley-Koc
- Center for Human Disease Modeling, Duke University Medical Center, Durham, NC, USA, Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA, Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Michael A. Hauser
- Department of Medicine, Duke University Medical Center, Durham, NC, USA, Duke Molecular Physiology Institute, Durham, NC, USA
| | - Jean C. Beckham
- Durham Veterans Affairs Medical Center, Durham, NC, USA, VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, NC, USA, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
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Ashley-Koch AE, Garrett ME, Gibson J, Liu Y, Dennis MF, Kimbrel NA, Beckham JC, Hauser MA. Genome-wide association study of posttraumatic stress disorder in a cohort of Iraq-Afghanistan era veterans. J Affect Disord 2015; 184:225-34. [PMID: 26114229 PMCID: PMC4697755 DOI: 10.1016/j.jad.2015.03.049] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Accepted: 03/26/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) is a psychiatric disorder that can develop after experiencing traumatic events. A genome-wide association study (GWAS) design was used to identify genetic risk factors for PTSD within a multi-racial sample primarily composed of U.S. veterans. METHODS Participants were recruited at multiple medical centers, and structured interviews were used to establish diagnoses. Genotypes were generated using three Illumina platforms and imputed with global reference data to create a common set of SNPs. SNPs that increased risk for PTSD were identified with logistic regression, while controlling for gender, trauma severity, and population substructure. Analyses were run separately in non-Hispanic black (NHB; n = 949) and non-Hispanic white (NHW; n = 759) participants. Meta-analysis was used to combine results from the two subsets. RESULTS SNPs within several interesting candidate genes were nominally significant. Within the NHB subset, the most significant genes were UNC13C and DSCAM. Within the NHW subset, the most significant genes were TBC1D2, SDC2 and PCDH7. In addition, PRKG1 and DDX60L were identified through meta-analysis. The top genes for the three analyses have been previously implicated in neurologic processes consistent with a role in PTSD. Pathway analysis of the top genes identified alternative splicing as the top GO term in all three analyses (FDR q < 3.5 × 10(-5)). LIMITATIONS No individual SNPs met genome-wide significance in the analyses. CONCLUSIONS This multi-racial PTSD GWAS identified biologically plausible candidate genes and suggests that post-transcriptional regulation may be important to the pathology of PTSD; however, replication of these findings is needed.
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Affiliation(s)
| | | | - Jason Gibson
- Department of Medicine, Duke University Medical Center, Durham, NC
| | - Yutao Liu
- Department of Medicine, Duke University Medical Center, Durham, NC
| | - Michelle F. Dennis
- Durham Veterans Affairs Medical Center, Durham, NC,The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Nathan A. Kimbrel
- Durham Veterans Affairs Medical Center, Durham, NC,The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | | | - Jean C. Beckham
- Durham Veterans Affairs Medical Center, Durham, NC,The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
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ApoE2 Exaggerates PTSD-Related Behavioral, Cognitive, and Neuroendocrine Alterations. Neuropsychopharmacology 2015; 40:2443-53. [PMID: 25857685 PMCID: PMC4538360 DOI: 10.1038/npp.2015.95] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Revised: 01/23/2015] [Accepted: 03/31/2015] [Indexed: 01/05/2023]
Abstract
Apolipoprotein E (apoE) is an essential component of lipoprotein particles in both the brain and periphery, and exists in three isoforms in the human population: E2, E3, and E4. ApoE has numerous, well-established roles in neurobiology. Most notably, E4 is associated with earlier onset and increased risk of Alzheimer's disease (AD). Although possession of E2 is protective in the context of AD, E2 appears to confer an increased incidence and severity of posttraumatic stress disorder (PTSD). However, the biological processes underlying this link remain unclear. In this study, we began to elucidate these associations by examining the effects of apoE on PTSD severity in combat veterans, and on PTSD-like behavior in mice with human apoE. In a group of 92 veterans with PTSD, we observed significantly higher Clinician-Administered PTSD Scale and PTSD Checklist scores in E2+ individuals, as well as alterations in salivary cortisol levels. Furthermore, we measured behavioral and biological outcomes in mice expressing human apoE after a single stressful event as well as following a period of chronic variable stress, a model of combat-related trauma. Mice with E2 showed impairments in fear extinction, and behavioral, cognitive, and neuroendocrine alterations following trauma. To the best of our knowledge, these data constitute the first translational demonstration of PTSD severity in men and PTSD-like symptoms in mice with E2, and point to apoE as a novel biomarker of susceptibility, and potential therapeutic target, for PTSD.
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Kimbrel NA, Hauser MA, Garrett M, Ashley-Koch A, Liu Y, Dennis MF, Klein RC, Beckham JC. EFFECT OF THE APOE ε4 ALLELE AND COMBAT EXPOSURE ON PTSD AMONG IRAQ/AFGHANISTAN-ERA VETERANS. Depress Anxiety 2015; 32:307-15. [PMID: 25709077 PMCID: PMC4697754 DOI: 10.1002/da.22348] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Revised: 05/12/2014] [Accepted: 12/11/2014] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The apolipoprotein E (APOE) ε4 allele has been implicated in a range of neuropsychiatric conditions. The present research examined if the ε4 allele of the APOE gene moderated the effect of combat exposure on posttraumatic stress disorder (PTSD) among Iraq/Afghanistan-era veterans. METHOD Participants included 765 non-Hispanic White (NHW) and 859 non-Hispanic Black (NHB) Iraq/Afghanistan-era veterans. A structured interview established psychiatric diagnoses. Combat exposure and PTSD symptom severity were assessed via self-report. RESULTS The most common lifetime diagnoses were depression (39.2%), PTSD (38.4%), and alcohol dependence (24.38%). After correcting for multiple comparisons, no significant effects were observed on any of the outcomes among the NHW sample; however, within the NHB sample, significant gene × environment (G × E) interactions were observed for lifetime PTSD (P = .0029) and PTSD symptom severity (P = .0009). In each case, the APOE ε4 allele had no effect on the outcomes when combat exposure was low; however, when combat exposure was high, an additive effect was observed such that ε4 homozygotes exposed to high levels of combat reported the highest rates of PTSD (92%) and the worst symptom severity scores on the Davidson Trauma Scale (M = 79.5). CONCLUSIONS Although preliminary, these findings suggest that the APOE ε4 allele, in conjunction with exposure to high levels of combat exposure, may increase veterans' risk for developing PTSD.
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Affiliation(s)
- Nathan A. Kimbrel
- Durham Veterans Affairs Medical Center, Durham, NC,The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC,Correspondence concerning this article should be sent to: Dr. Nathan A. Kimbrel, Durham Veterans Affairs Medical Center, 508 Fulton Street, Durham, NC, 27705. Phone: (919) 286-0411, ext. 6759.
| | - Michael A. Hauser
- Department of Medicine, Duke University Medical Center, Durham, NC,Duke Center for Human Genetics, Durham, NC
| | - Melanie Garrett
- Department of Medicine, Duke University Medical Center, Durham, NC,Duke Center for Human Genetics, Durham, NC
| | - Allison Ashley-Koch
- Department of Medicine, Duke University Medical Center, Durham, NC,Duke Center for Human Genetics, Durham, NC
| | - Yutao Liu
- Department of Medicine, Duke University Medical Center, Durham, NC,Duke Center for Human Genetics, Durham, NC
| | - Michelle F. Dennis
- Durham Veterans Affairs Medical Center, Durham, NC,The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Rebecca C. Klein
- Durham Veterans Affairs Medical Center, Durham, NC,The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | | | - Jean C. Beckham
- Durham Veterans Affairs Medical Center, Durham, NC,The VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
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Liu Y, Garrett ME, Dennis MF, Green KT, Ashley-Koch AE, Hauser MA, Beckham JC, Kimbrel NA. An examination of the association between 5-HTTLPR, combat exposure, and PTSD diagnosis among U.S. veterans. PLoS One 2015; 10:e0119998. [PMID: 25793742 PMCID: PMC4368771 DOI: 10.1371/journal.pone.0119998] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 01/19/2015] [Indexed: 11/19/2022] Open
Abstract
Objective To examine the association between the 5-HTTLPR polymorphism of the serotonin transporter (SLC6A4) gene, combat exposure, and posttraumatic stress disorder (PTSD) diagnosis and among two samples of combat-exposed veterans. Method The first sample included 550 non-Hispanic Black (NHB) combat-exposed veterans. The second sample included 555 non-Hispanic White (NHW) combat-exposed veterans. Participants were genotyped for the 5-HTTLPR/rs25531 variants of the SLC6A4 gene. A structured clinical interview was used to diagnose PTSD. Combat and civilian trauma exposure were assessed with validated self-report instruments. Logistic regression was used to test for main effects of 5-HTTLPR on PTSD diagnosis as well as gene x environment (GxE) interactions after adjusting for sex, ancestry proportion scores, civilian trauma exposure, and combat exposure. Results Within the NHB sample, a significant additive effect was observed for 5-HTTLPR (OR = 1.502, p = .0025), such that the odds of having a current diagnosis of PTSD increased by 1.502 for each additional S’ allele. No evidence for an association between 5-HTTLPR and PTSD was observed in the NHW sample. In addition, no evidence for combat x 5-HTTLPR effects were observed in either sample. Conclusion The present study suggests that there may be an association between 5-HTTLPR genotype and PTSD diagnosis among NHB veterans; however, no evidence for the hypothesized 5-HTTLPR x combat interaction was found.
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Affiliation(s)
- Yutao Liu
- Department of Cellular Biology and Anatomy, Georgia Regents University, Augusta, Georgia, United States of America
| | - Melanie E. Garrett
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Michelle F. Dennis
- Durham Veterans Affairs Medical Center, Durham, North Carolina, United States of America
- VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina, United States of America
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Kimberly T. Green
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
| | | | - Allison E. Ashley-Koch
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Michael A. Hauser
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Jean C. Beckham
- Durham Veterans Affairs Medical Center, Durham, North Carolina, United States of America
- VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina, United States of America
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Nathan A. Kimbrel
- Durham Veterans Affairs Medical Center, Durham, North Carolina, United States of America
- VA Mid-Atlantic Mental Illness Research, Education and Clinical Center, Durham, North Carolina, United States of America
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
- * E-mail:
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Williamson JB, Porges EC, Lamb DG, Porges SW. Maladaptive autonomic regulation in PTSD accelerates physiological aging. Front Psychol 2015; 5:1571. [PMID: 25653631 PMCID: PMC4300857 DOI: 10.3389/fpsyg.2014.01571] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 12/18/2014] [Indexed: 12/18/2022] Open
Abstract
A core manifestation of post-traumatic stress disorder (PTSD) is a disconnection between physiological state and psychological or behavioral processes necessary to adequately respond to environmental demands. Patients with PTSD experience abnormal oscillations in autonomic states supporting either fight and flight behaviors or withdrawal, immobilization, and dissociation without an intervening “calm” state that would provide opportunities for positive social interactions. This defensive autonomic disposition is adaptive in dangerous and life threatening situations, but in the context of every-day life may lead to significant psychosocial distress and deteriorating social relationships. The perpetuation of these maladaptive autonomic responses may contribute to the development of comorbid mental health issues such as depression, loneliness, and hostility that further modify the nature of cardiovascular behavior in the context of internal and external stressors. Over time, changes in autonomic, endocrine, and immune function contribute to deteriorating health, which is potently expressed in brain dysfunction and cardiovascular disease. In this theoretical review paper, we present an overview of the literature on the chronic health effects of PTSD. We discuss the brain networks underlying PTSD in the context of autonomic efferent and afferent contributions and how disruption of these networks leads to poor health outcomes. Finally, we discuss treatment approaches based on our theoretical model of PTSD.
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Affiliation(s)
- John B Williamson
- Brain Rehabilitation and Research Center, Malcom Randall Veterans Affairs Medical Center , Gainesville, FL, USA ; Center for Neuropsychological Studies, Department of Neurology, University of Florida College of Medicine , Gainesville, FL, USA
| | - Eric C Porges
- Brain Rehabilitation and Research Center, Malcom Randall Veterans Affairs Medical Center , Gainesville, FL, USA ; Institute on Aging, Department of Aging and Geriatric Research, University of Florida , Gainesville, FL, USA
| | - Damon G Lamb
- Brain Rehabilitation and Research Center, Malcom Randall Veterans Affairs Medical Center , Gainesville, FL, USA ; Center for Neuropsychological Studies, Department of Neurology, University of Florida College of Medicine , Gainesville, FL, USA
| | - Stephen W Porges
- Department of Psychiatry, University of North Carolina at Chapel Hill , Durham, NC, USA
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Nievergelt CM, Maihofer AX, Mustapic M, Yurgil KA, Schork NJ, Miller MW, Logue MW, Geyer MA, Risbrough VB, O'Connor DT, Baker DG. Genomic predictors of combat stress vulnerability and resilience in U.S. Marines: A genome-wide association study across multiple ancestries implicates PRTFDC1 as a potential PTSD gene. Psychoneuroendocrinology 2015; 51:459-71. [PMID: 25456346 DOI: 10.1016/j.psyneuen.2014.10.017] [Citation(s) in RCA: 135] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Revised: 10/10/2014] [Accepted: 10/16/2014] [Indexed: 12/14/2022]
Abstract
BACKGROUND Research on the etiology of post-traumatic stress disorder (PTSD) has rapidly matured, moving from candidate gene studies to interrogation of the entire human genome in genome-wide association studies (GWAS). Here we present the results of a GWAS performed on samples from combat-exposed U.S. Marines and Sailors from the Marine Resiliency Study (MRS) scheduled for deployment to Iraq and/or Afghanistan. The MRS is a large, prospective study with longitudinal follow-up designed to identify risk and resiliency factors for combat-induced stress-related symptoms. Previously implicated PTSD risk loci from the literature and polygenic risk scores across psychiatric disorders were also evaluated in the MRS cohort. METHODS Participants (N=3494) were assessed using the Clinician-Administered PTSD Scale and diagnosed using the DSM-IV diagnostic criterion. Subjects with partial and/or full PTSD diagnosis were called cases, all other subjects were designated controls, and study-wide maximum CAPS scores were used for longitudinal assessments. Genomic DNA was genotyped on the Illumina HumanOmniExpressExome array. Individual genetic ancestry was determined by supervised cluster analysis for subjects of European, African, Hispanic/Native American, and other descent. To test for association of SNPs with PTSD, logistic regressions were performed within each ancestry group and results were combined in meta-analyses. Measures of childhood and adult trauma were included to test for gene-by-environment (GxE) interactions. Polygenic risk scores from the Psychiatric Genomic Consortium were used for major depressive disorder (MDD), bipolar disorder (BPD), and schizophrenia (SCZ). RESULTS The array produced >800K directly genotyped and >21M imputed markers in 3494 unrelated, trauma-exposed males, of which 940 were diagnosed with partial or full PTSD. The GWAS meta-analysis identified the phosphoribosyl transferase domain containing 1 gene (PRTFDC1) as a genome-wide significant PTSD locus (rs6482463; OR=1.47, SE=0.06, p=2.04×10(-9)), with a similar effect across ancestry groups. Association of PRTFDC1 with PTSD in an independent military cohort showed some evidence for replication. Loci with suggestive evidence of association (n=25 genes, p<5×10(-6)) further implicated genes related to immune response and the ubiquitin system, but these findings remain to be replicated in larger GWASs. A replication analysis of 25 putative PTSD genes from the literature found nominally significant SNPs for the majority of these genes, but associations did not remain significant after correction for multiple comparison. A cross-disorder analysis of polygenic risk scores from GWASs of BPD, MDD, and SCZ found that PTSD diagnosis was associated with risk sores of BPD, but not with MDD or SCZ. CONCLUSIONS This first multi-ethnic/racial GWAS of PTSD highlights the potential to increase power through meta-analyses across ancestry groups. We found evidence for PRTFDC1 as a potential novel PTSD gene, a finding that awaits further replication. Our findings indicate that the genetic architecture of PTSD may be determined by many SNPs with small effects, and overlap with other neuropsychiatric disorders, consistent with current findings from large GWAS of other psychiatric disorders.
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Affiliation(s)
- Caroline M Nievergelt
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA; VA Center of Excellence for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, La Jolla, CA 92161, USA.
| | - Adam X Maihofer
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA
| | - Maja Mustapic
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA; Department of Medicine, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA
| | - Kate A Yurgil
- VA Center of Excellence for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, La Jolla, CA 92161, USA
| | - Nicholas J Schork
- Department of Molecular and Experimental Medicine, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Mark W Miller
- National Center for PTSD at VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Mark W Logue
- Biomedical Genetics, Department of Medicine, Boston University School of Medicine, Boston, MA, USA; Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Mark A Geyer
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA
| | - Victoria B Risbrough
- Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA; VA Center of Excellence for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, La Jolla, CA 92161, USA
| | - Daniel T O'Connor
- Department of Medicine, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA
| | - Dewleen G Baker
- VA Center of Excellence for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, La Jolla, CA 92161, USA; Department of Psychiatry, School of Medicine, University of California at San Diego, La Jolla, CA 92093, USA
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Franz CE, Lyons MJ, Spoon KM, Hauger RL, Jacobson KC, Lohr JB, McKenzie R, Panizzon MS, Thompson WK, Tsuang MT, Vasilopoulos T, Vuoksimaa E, Xian H, Kremen WS. Post-traumatic stress symptoms and adult attachment: a 24-year longitudinal study. Am J Geriatr Psychiatry 2014; 22:1603-12. [PMID: 24636844 PMCID: PMC4138283 DOI: 10.1016/j.jagp.2014.02.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2013] [Accepted: 02/14/2014] [Indexed: 10/25/2022]
Abstract
OBJECTIVES Attachment theory has become a key framework for understanding responses to and consequences of trauma across the life course. We predicted that more severe post-traumatic stress (PTS) symptoms at age 37 years would be associated with insecure attachment at age 55 and with worse PTS symptoms 24 years later at age 61, and that age 55 attachment would mediate the influence of earlier PTS symptoms on later symptoms. DESIGN Data on PTS self-reported symptoms were available for 975 community-dwelling participants from the longitudinal Vietnam Era Twin Study of Aging at ages 37 and 61 years. At age 55, participants completed the Experiences in Close Relationships Inventory, a measure of adult attachment. RESULTS PTS symptoms at ages 37 and 61 correlated (r = 0.43; p <0.0001). Multiple mediation models found significant direct effects of age 37 PTS symptoms on age 61 PTS symptoms (β = 0.26; 95% confidence interval: 0.19-0.33). Anxious and avoidant attachment at age 55 predicted PTS symptoms at age 61 (r = 0.34 and 0.25; ps <0.0001, respectively) and also significantly mediated PTS symptoms over time, showing that insecure attachment increased PTS severity. Participants with higher age 37 PTS symptoms were more likely to have a history of divorce; marital status did not mediate PTS. CONCLUSIONS Analyses demonstrate the persistence of PTS symptoms from early midlife into early old age. Mediation analyses revealed that one path through which PTS symptoms persisted was indirect: through their influence on attachment insecurity. This study provides insight into ongoing interconnections between psychological and interpersonal responses to stress.
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Affiliation(s)
- Carol E. Franz
- Department of Psychiatry, University of California San Diego
| | | | - Kelly M. Spoon
- Department of Psychiatry, University of California San Diego
| | - Richard L. Hauger
- Department of Psychiatry, University of California San Diego,Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System
| | | | - James B. Lohr
- Department of Psychiatry, University of California San Diego,Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System
| | | | | | | | - Ming T. Tsuang
- Department of Psychiatry, University of California San Diego,Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System
| | | | - Eero Vuoksimaa
- Department of Psychiatry, University of California San Diego,Department of Public Health, University of Helsinki
| | - Hong Xian
- Department of Statistics, St. Louis University,Research Service, VA St. Louis Healthcare System
| | - William S. Kremen
- Department of Psychiatry, University of California San Diego,Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System
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Progress towards understanding the genetics of posttraumatic stress disorder. J Anxiety Disord 2014; 28:873-83. [PMID: 25445077 DOI: 10.1016/j.janxdis.2014.09.014] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 09/16/2014] [Indexed: 01/12/2023]
Abstract
Posttraumatic stress disorder (PTSD) is a complex syndrome that occurs following exposure to a potentially life threatening traumatic event. This review summarises the literature on the genetics of PTSD including gene-environment interactions (GxE), epigenetics and genetics of treatment response. Numerous genes have been shown to be associated with PTSD using candidate gene approaches. Genome-wide association studies have been limited due to the large sample size required to reach statistical power. Studies have shown that GxE interactions are important for PTSD susceptibility. Epigenetics plays an important role in PTSD susceptibility and some of the most promising studies show stress and child abuse trigger epigenetic changes. Much of the molecular genetics of PTSD remains to be elucidated. However, it is clear that identifying genetic markers and environmental triggers has the potential to advance early PTSD diagnosis and therapeutic interventions and ultimately ease the personal and financial burden of this debilitating disorder.
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Panizzon MS, Hauger R, Xian H, Vuoksimaa E, Spoon KM, Mendoza SP, Jacobson KC, Vasilopoulos T, Rana BK, McKenzie R, McCaffery JM, Lyons MJ, Kremen WS, Franz CE. Interaction of APOE genotype and testosterone on episodic memory in middle-aged men. Neurobiol Aging 2013; 35:1778.e1-8. [PMID: 24444806 DOI: 10.1016/j.neurobiolaging.2013.12.025] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 12/19/2013] [Accepted: 12/21/2013] [Indexed: 01/12/2023]
Abstract
Age-related changes in testosterone are believed to be a key component of the processes that contribute to cognitive aging in men. The APOE-ε4 allele may interact with testosterone and moderate the hormone's association with cognition. The goals of the present study were to examine the degree to which free testosterone is associated with episodic memory in a community-based sample of middle-aged men, and examine the potential interaction between free testosterone and the APOE-ε4 allele. Data were used from 717 participants in the Vietnam Era Twin Study of Aging. Average age was 55.4 years (standard deviation = 2.5). Significant positive associations were observed between free testosterone level and verbal episodic memory, as well as a significant interaction between free testosterone and APOE-ε4 status. In ε4 carriers free testosterone was positively associated with verbal episodic memory performance (story recall), whereas no association was observed in ε4 noncarriers. Results support the hypothesis that APOE-ε4 status increases susceptibility to other risk factors, such as low testosterone, which may ultimately contribute to cognitive decline or dementia.
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Affiliation(s)
- Matthew S Panizzon
- Department of Psychiatry, University of California, San Diego, CA, USA; Twin Research Laboratory, Center for Behavioral Genomics, University of California, San Diego, CA, USA.
| | - Richard Hauger
- Department of Psychiatry, University of California, San Diego, CA, USA; VA San Diego Healthcare System, CA, USA; Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, USA
| | - Hong Xian
- Department of Biostatistics, St. Louis University, College for Public Health & Social Justice, St. Louis, MO, USA; Research Service, St. Louis Veterans Affairs Medical Center, St. Louis, MO
| | - Eero Vuoksimaa
- Department of Psychiatry, University of California, San Diego, CA, USA; Twin Research Laboratory, Center for Behavioral Genomics, University of California, San Diego, CA, USA; Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Kelly M Spoon
- Computational Science Research Center, San Diego State University, San Diego, CA, USA
| | - Sally P Mendoza
- Department of Psychology, University of California, Davis, CA, USA
| | | | | | - Brinda K Rana
- Department of Psychiatry, University of California, San Diego, CA, USA; Twin Research Laboratory, Center for Behavioral Genomics, University of California, San Diego, CA, USA
| | - Ruth McKenzie
- Department of Psychology, Boston University, Boston, MA, USA
| | - Jeanne M McCaffery
- Department of Psychiatry and Human Behavior, The Miriam Hospital and Warren Alpert School of Medicine at Brown University, Providence, RI, USA
| | - Michael J Lyons
- Department of Psychology, Boston University, Boston, MA, USA
| | - William S Kremen
- Department of Psychiatry, University of California, San Diego, CA, USA; Twin Research Laboratory, Center for Behavioral Genomics, University of California, San Diego, CA, USA; VA San Diego Healthcare System, CA, USA; Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, USA
| | - Carol E Franz
- Department of Psychiatry, University of California, San Diego, CA, USA; Twin Research Laboratory, Center for Behavioral Genomics, University of California, San Diego, CA, USA
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