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1.
Brain Behav Immun ; 113: 303-316, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37516387

RESUMO

Metabolomics, proteomics and DNA methylome assays, when done in tandem from the same blood sample and analyzed together, offer an opportunity to evaluate the molecular basis of post-traumatic stress disorder (PTSD) course and pathogenesis. We performed separate metabolomics, proteomics, and DNA methylome assays on blood samples from two well-characterized cohorts of 159 active duty male participants with relatively recent onset PTSD (<1.5 years) and 300 male veterans with chronic PTSD (>7 years). Analyses of the multi-omics datasets from these two independent cohorts were used to identify convergent and distinct molecular profiles that might constitute potential signatures of severity and progression of PTSD and its comorbid conditions. Molecular signatures indicative of homeostatic processes such as signaling and metabolic pathways involved in cellular remodeling, neurogenesis, molecular safeguards against oxidative stress, metabolism of polyunsaturated fatty acids, regulation of normal immune response, post-transcriptional regulation, cellular maintenance and markers of longevity were significantly activated in the active duty participants with recent PTSD. In contrast, we observed significantly altered multimodal molecular signatures associated with chronic inflammation, neurodegeneration, cardiovascular and metabolic disorders, and cellular attritions in the veterans with chronic PTSD. Activation status of signaling and metabolic pathways at the early and late timepoints of PTSD demonstrated the differential molecular changes related to homeostatic processes at its recent and multi-system syndromes at its chronic phase. Molecular alterations in the recent PTSD seem to indicate some sort of recalibration or compensatory response, possibly directed in mitigating the pathological trajectory of the disorder.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Veteranos , Humanos , Masculino , Transtornos de Estresse Pós-Traumáticos/genética , Transtornos de Estresse Pós-Traumáticos/metabolismo , Epigenômica , Proteômica , Metabolômica
2.
Mol Psychiatry ; 26(8): 4300-4314, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33339956

RESUMO

Post-traumatic stress disorder (PTSD) is a heterogeneous condition evidenced by the absence of objective physiological measurements applicable to all who meet the criteria for the disorder as well as divergent responses to treatments. This study capitalized on biological diversity observed within the PTSD group observed following epigenome-wide analysis of a well-characterized Discovery cohort (N = 166) consisting of 83 male combat exposed veterans with PTSD, and 83 combat veterans without PTSD in order to identify patterns that might distinguish subtypes. Computational analysis of DNA methylation (DNAm) profiles identified two PTSD biotypes within the PTSD+ group, G1 and G2, associated with 34 clinical features that are associated with PTSD and PTSD comorbidities. The G2 biotype was associated with an increased PTSD risk and had higher polygenic risk scores and a greater methylation compared to the G1 biotype and healthy controls. The findings were validated at a 3-year follow-up (N = 59) of the same individuals as well as in two independent, veteran cohorts (N = 54 and N = 38), and an active duty cohort (N = 133). In some cases, for example Dopamine-PKA-CREB and GABA-PKC-CREB signaling pathways, the biotypes were oppositely dysregulated, suggesting that the biotypes were not simply a function of a dimensional relationship with symptom severity, but may represent distinct biological risk profiles underpinning PTSD. The identification of two novel distinct epigenetic biotypes for PTSD may have future utility in understanding biological and clinical heterogeneity in PTSD and potential applications in risk assessment for active duty military personnel under non-clinician-administered settings, and improvement of PTSD diagnostic markers.


Assuntos
Militares , Transtornos de Estresse Pós-Traumáticos , Veteranos , Epigênese Genética/genética , Epigenoma , Humanos , Masculino , Transtornos de Estresse Pós-Traumáticos/genética
3.
Mol Psychiatry ; 26(9): 5011-5022, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-32488126

RESUMO

Active-duty Army personnel can be exposed to traumatic warzone events and are at increased risk for developing post-traumatic stress disorder (PTSD) compared with the general population. PTSD is associated with high individual and societal costs, but identification of predictive markers to determine deployment readiness and risk mitigation strategies is not well understood. This prospective longitudinal naturalistic cohort study-the Fort Campbell Cohort study-examined the value of using a large multidimensional dataset collected from soldiers prior to deployment to Afghanistan for predicting post-deployment PTSD status. The dataset consisted of polygenic, epigenetic, metabolomic, endocrine, inflammatory and routine clinical lab markers, computerized neurocognitive testing, and symptom self-reports. The analysis was computed on active-duty Army personnel (N = 473) of the 101st Airborne at Fort Campbell, Kentucky. Machine-learning models predicted provisional PTSD diagnosis 90-180 days post deployment (random forest: AUC = 0.78, 95% CI = 0.67-0.89, sensitivity = 0.78, specificity = 0.71; SVM: AUC = 0.88, 95% CI = 0.78-0.98, sensitivity = 0.89, specificity = 0.79) and longitudinal PTSD symptom trajectories identified with latent growth mixture modeling (random forest: AUC = 0.85, 95% CI = 0.75-0.96, sensitivity = 0.88, specificity = 0.69; SVM: AUC = 0.87, 95% CI = 0.79-0.96, sensitivity = 0.80, specificity = 0.85). Among the highest-ranked predictive features were pre-deployment sleep quality, anxiety, depression, sustained attention, and cognitive flexibility. Blood-based biomarkers including metabolites, epigenomic, immune, inflammatory, and liver function markers complemented the most important predictors. The clinical prediction of post-deployment symptom trajectories and provisional PTSD diagnosis based on pre-deployment data achieved high discriminatory power. The predictive models may be used to determine deployment readiness and to determine novel pre-deployment interventions to mitigate the risk for deployment-related PTSD.


Assuntos
Militares , Transtornos de Estresse Pós-Traumáticos , Afeganistão , Estudos de Coortes , Humanos , Aprendizado de Máquina , Estudos Prospectivos , Fatores de Risco , Qualidade do Sono
4.
Mol Psychiatry ; 26(9): 4999-5009, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-32382136

RESUMO

DNA methylation patterns at specific cytosine-phosphate-guanine (CpG) sites predictably change with age and can be used to derive "epigenetic age", an indicator of biological age, as opposed to merely chronological age. A relatively new estimator, called "DNAm GrimAge", is notable for its superior predictive ability in older populations regarding numerous age-related metrics like time-to-death, time-to-coronary heart disease, and time-to-cancer. PTSD is associated with premature mortality and frequently has comorbid physical illnesses suggestive of accelerated biological aging. This is the first study to assess DNAm GrimAge in PTSD patients. We investigated the acceleration of GrimAge relative to chronological age, denoted "AgeAccelGrim" in combat trauma-exposed male veterans with and without PTSD using cross-sectional and longitudinal data from two independent well-characterized veteran cohorts. In both cohorts, AgeAccelGrim was significantly higher in the PTSD group compared to the control group (N = 162, 1.26 vs -0.57, p = 0.001 and N = 53, 0.93 vs -1.60 Years, p = 0.008), suggesting accelerated biological aging in both cohorts with PTSD. In 3-year follow-up study of individuals initially diagnosed with PTSD (N = 26), changes in PTSD symptom severity were correlated with AgeAccelGrim changes (r = 0.39, p = 0.049). In addition, the loss of CD28 cell surface markers on CD8 + T cells, an indicator of T-cell senescence/exhaustion that is associated with biological aging, was positively correlated with AgeAccelGrim, suggesting an immunological contribution to the accelerated biological aging. Overall, our findings delineate cellular correlates of biological aging in combat-related PTSD, which may help explain the increased medical morbidity and mortality seen in this disease.


Assuntos
Metilação de DNA , Transtornos de Estresse Pós-Traumáticos , Idoso , Envelhecimento/genética , Estudos Transversais , Metilação de DNA/genética , Epigênese Genética , Epigenômica , Seguimentos , Humanos , Masculino , Transtornos de Estresse Pós-Traumáticos/genética
5.
Int J Mol Sci ; 23(20)2022 Oct 19.
Artigo em Inglês | MEDLINE | ID: mdl-36293361

RESUMO

Post-traumatic stress disorder (PTSD) is a highly debilitating psychiatric disorder that can be triggered by exposure to extreme trauma. Even if PTSD is primarily a psychiatric condition, it is also characterized by adverse somatic comorbidities. One illness commonly co-occurring with PTSD is Metabolic syndrome (MetS), which is defined by a set of health risk/resilience factors including obesity, elevated blood pressure, lower high-density lipoprotein cholesterol, higher low-density lipoprotein cholesterol, higher triglycerides, higher fasting blood glucose and insulin resistance. Here, phenotypic association between PTSD and components of MetS are tested on a military veteran cohort comprising chronic PTSD presentation (n = 310, 47% cases, 83% male). Consistent with previous observations, we found significant phenotypic correlation between the various components of MetS and PTSD severity scores. To examine if this observed symptom correlations stem from a shared genetic background, we conducted genetic correlation analysis using summary statistics data from large-scale genetic studies. Our results show robust positive genetic correlation between PTSD and MetS (rg[SE] = 0.33 [0.056], p = 4.74E-09), and obesity-related components of MetS (rg = 0.25, SE = 0.05, p = 6.4E-08). Prioritizing genomic regions with larger local genetic correlation implicate three significant loci. Overall, these findings show significant genetic overlap between PTSD and MetS, which may in part account for the markedly increased occurrence of MetS among PTSD patients.


Assuntos
Síndrome Metabólica , Transtornos de Estresse Pós-Traumáticos , Humanos , Masculino , Feminino , Transtornos de Estresse Pós-Traumáticos/complicações , Transtornos de Estresse Pós-Traumáticos/epidemiologia , Transtornos de Estresse Pós-Traumáticos/genética , Síndrome Metabólica/complicações , Síndrome Metabólica/epidemiologia , Síndrome Metabólica/genética , Prevalência , Glicemia , Obesidade , Lipoproteínas HDL , Lipoproteínas LDL , Triglicerídeos , Colesterol
6.
Mol Psychiatry ; 25(12): 3337-3349, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-31501510

RESUMO

Post-traumatic stress disorder (PTSD) impacts many veterans and active duty soldiers, but diagnosis can be problematic due to biases in self-disclosure of symptoms, stigma within military populations, and limitations identifying those at risk. Prior studies suggest that PTSD may be a systemic illness, affecting not just the brain, but the entire body. Therefore, disease signals likely span multiple biological domains, including genes, proteins, cells, tissues, and organism-level physiological changes. Identification of these signals could aid in diagnostics, treatment decision-making, and risk evaluation. In the search for PTSD diagnostic biomarkers, we ascertained over one million molecular, cellular, physiological, and clinical features from three cohorts of male veterans. In a discovery cohort of 83 warzone-related PTSD cases and 82 warzone-exposed controls, we identified a set of 343 candidate biomarkers. These candidate biomarkers were selected from an integrated approach using (1) data-driven methods, including Support Vector Machine with Recursive Feature Elimination and other standard or published methodologies, and (2) hypothesis-driven approaches, using previous genetic studies for polygenic risk, or other PTSD-related literature. After reassessment of ~30% of these participants, we refined this set of markers from 343 to 28, based on their performance and ability to track changes in phenotype over time. The final diagnostic panel of 28 features was validated in an independent cohort (26 cases, 26 controls) with good performance (AUC = 0.80, 81% accuracy, 85% sensitivity, and 77% specificity). The identification and validation of this diverse diagnostic panel represents a powerful and novel approach to improve accuracy and reduce bias in diagnosing combat-related PTSD.


Assuntos
Militares , Transtornos de Estresse Pós-Traumáticos , Veteranos , Biomarcadores , Encéfalo , Humanos , Masculino , Transtornos de Estresse Pós-Traumáticos/diagnóstico , Transtornos de Estresse Pós-Traumáticos/genética
7.
Am J Physiol Endocrinol Metab ; 319(1): E48-E66, 2020 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-32315214

RESUMO

Although glucocorticoid resistance contributes to increased inflammation, individuals with posttraumatic stress disorder (PTSD) exhibit increased glucocorticoid receptor (GR) sensitivity along with increased inflammation. It is not clear how inflammation coexists with a hyperresponsive hypothalamic-pituitary-adrenal (HPA) axis. To understand this better, we developed and analyzed an integrated mathematical model for the HPA axis and the immune system. We performed mathematical simulations for a dexamethasone (DEX) suppression test and IC50-dexamethasone for cytokine suppression by varying model parameters. The model analysis suggests that increasing the steepness of the dose-response curve for GR activity may reduce anti-inflammatory effects of GRs at the ambient glucocorticoid levels, thereby increasing proinflammatory response. The adaptive response of proinflammatory cytokine-mediated stimulatory effects on the HPA axis is reduced due to dominance of the GR-mediated negative feedback on the HPA axis. To verify these hypotheses, we analyzed the clinical data on neuroendocrine variables and cytokines obtained from war-zone veterans with and without PTSD. We observed significant group differences for cortisol and ACTH suppression tests, proinflammatory cytokines TNFα and IL6, high-sensitivity C-reactive protein, promoter methylation of GR gene, and IC50-DEX for lysozyme suppression. Causal inference modeling revealed significant associations between cortisol suppression and post-DEX cortisol decline, promoter methylation of human GR gene exon 1F (NR3C1-1F), IC50-DEX, and proinflammatory cytokines. We noted significant mediation effects of NR3C1-1F promoter methylation on inflammatory cytokines through changes in GR sensitivity. Our findings suggest that increased GR sensitivity may contribute to increased inflammation; therefore, interventions to restore GR sensitivity may normalize inflammation in PTSD.


Assuntos
Citocinas/imunologia , Glucocorticoides/imunologia , Receptores de Glucocorticoides/imunologia , Transtornos de Estresse Pós-Traumáticos/imunologia , Hormônio Adrenocorticotrópico/imunologia , Hormônio Adrenocorticotrópico/metabolismo , Adulto , Campanha Afegã de 2001- , Proteína C-Reativa/imunologia , Estudos de Casos e Controles , Ritmo Circadiano , Metilação de DNA , Dexametasona , Glucocorticoides/metabolismo , Humanos , Hidrocortisona/imunologia , Hidrocortisona/metabolismo , Sistema Hipotálamo-Hipofisário/imunologia , Sistema Hipotálamo-Hipofisário/metabolismo , Inflamação , Concentração Inibidora 50 , Interleucina-6/imunologia , Guerra do Iraque 2003-2011 , Masculino , Modelos Teóricos , Testes de Função Adreno-Hipofisária , Sistema Hipófise-Suprarrenal/imunologia , Sistema Hipófise-Suprarrenal/metabolismo , Regiões Promotoras Genéticas , Receptores de Glucocorticoides/genética , Receptores de Glucocorticoides/metabolismo , Transtornos de Estresse Pós-Traumáticos/metabolismo , Fator de Necrose Tumoral alfa/imunologia , Veteranos
8.
Alcohol Clin Exp Res ; 44(9): 1875-1884, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-33460198

RESUMO

BACKGROUND: We reanalyzed a multisite 26-week randomized double-blind placebo-controlled clinical trial of 600 mg twice-a-day Gabapentin Enacarbil Extended-Release (GE-XR), a gabapentin prodrug, designed to evaluate safety and efficacy for treating alcohol use disorder. In the original analysis (n = 338), published in 2019, GE-XR did not differ from placebo. Our aim is to advance precision medicine by identifying likely responders to GE-XR from the trial data and to determine for likely responders if GE-XR is causally superior to placebo. METHODS: The primary outcome measure in the reanalysis is the reduction from baseline of the number of heavy drinking days (ΔHDD). Baseline features including measures of alcohol use, anxiety, depression, mood states, sleep, and impulsivity were used in a random forest (RF) model to predict ΔHDD to treatment with GE-XR based on those assigned to GE-XR. The resulting RF model was used to obtain predicted outcomes for those randomized to GE-XR and counterfactually to those randomized to placebo. Likely responders to GE-XR were defined as those predicted to have a reduction of 14 days or more. Tests of causal superiority of GE-XR to placebo were obtained for likely responders and for the whole sample. RESULTS: For likely responders, GE-XR was causally superior to placebo (p < 0.0033), while for the whole sample, there was no difference. Likely responders exhibited improved outcomes for the related outcomes of percent HDD and drinks per week. Compared with unlikely responders, at baseline likely responders had higher HDDs; lower levels of anxiety, depression, and general mood disturbances; and higher levels of cognitive and motor impulsivity. CONCLUSIONS: There are substantial causal benefits of treatment with GE-XR for a subset of patients predicted to be likely responders. The likely responder statistical paradigm is a promising approach for analyzing randomized clinical trials to advance personalized treatment.


Assuntos
Alcoolismo/tratamento farmacológico , Carbamatos/uso terapêutico , Ácido gama-Aminobutírico/análogos & derivados , Adulto , Alcoolismo/psicologia , Feminino , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Medicina de Precisão , Ácido gama-Aminobutírico/uso terapêutico
9.
Support Care Cancer ; 28(1): 163-176, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31001692

RESUMO

PURPOSE: We designed a novel, manualized intervention called Emotion And Symptom-focused Engagement (EASE) for acute leukemia (AL) and report here on a phase II randomized controlled trial (RCT) to assess its feasibility and preliminary efficacy. METHODS: Patients were recruited within 1 month of hospital admission and randomized to EASE plus usual care (UC) or UC alone. EASE includes (1) EASE-psy, a tailored psychotherapy delivered over 8 weeks, and (2) EASE-phys, weekly physical symptom screening over 8 weeks to trigger early palliative care. The primary outcome was traumatic stress symptoms; secondary outcomes included physical symptom burden and quality of life. Assessments were conducted at baseline and at 4, 8, and 12 weeks. Between-group differences were evaluated using multilevel modeling. RESULTS: Forty-two patients were randomized to EASE (n = 22) or UC (n = 20), with 76% retention at 12 weeks. Predefined feasibility outcomes were met: 86% (19/22) of EASE participants completed ≥ 50% of EASE-psy sessions (goal ≥ 64%); 100% received Edmonton Symptom Assessment System (ESAS, modified for AL) screenings, 64% (14/22) of whom completed ≥ 50% of planned screenings (goal ≥50%); and 100% with scores ≥ 4/10 on any physical ESAS-AL item had ≥ 1 meeting with the EASE-phys team (goal 100%). Significant treatment-group differences favoring EASE were observed in traumatic stress symptoms at 4 and 12 weeks, and pain intensity and interference at 12 weeks (all p < .05). CONCLUSIONS: EASE is feasible in patients newly diagnosed with AL and shows promise of effectiveness. These results warrant a larger RCT to provide evidence for its more routine use as a standard of care.


Assuntos
Leucemia/terapia , Cuidados Paliativos/métodos , Psicoterapia/métodos , Estresse Psicológico/terapia , Avaliação de Sintomas/métodos , Doença Aguda , Adulto , Idoso , Intervenção Médica Precoce/métodos , Emoções , Estudos de Viabilidade , Feminino , Hospitalização , Humanos , Leucemia/complicações , Leucemia/psicologia , Masculino , Pessoa de Meia-Idade , Medidas de Resultados Relatados pelo Paciente , Qualidade de Vida , Estresse Psicológico/etiologia , Adulto Jovem
10.
J Clin Psychol ; 76(5): 871-877, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-31909832

RESUMO

Veterans Health Administration (VA) Medical Centers provide excellent care for many veterans. However, there are a number of veterans who are ineligible or choose not to access mental health treatment at the VA. To meet the needs of those veterans and of military family members, private centers have emerged to fill in gaps where care is unavailable or scarce. This paper describes how one such center, the Steven A. Cohen Military Family Center at NYU Langone Health, partnered with the local VA hospital to give one veteran ineligible for free mental health services the care he desperately needed. The case demonstrates the transformative work that can take place when public-private partnerships are forged and evidence-based treatments can be provided in a flexible way. It also illustrates the complexity of many veterans' presentations, which in this case required the therapist to continually challenge her conceptualization as she and the patient navigated different phases of his treatment.


Assuntos
Terapia Cognitivo-Comportamental/métodos , Parcerias Público-Privadas , Veteranos/psicologia , Adulto , Humanos , Masculino , Recuperação da Saúde Mental , Serviços de Saúde Mental , Família Militar , Estados Unidos , United States Department of Veterans Affairs
11.
J Clin Psychol ; 76(5): 865-870, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-31953952

RESUMO

Military families face specific challenges related to military service, deployments, separations, and coming together. The process of reintegration back to civilian life can be challenged by posttraumatic stress and other readjustment difficulties that can affect not only the veteran but the family as a whole. Strengthening bonds and relationships is an important step in recovery. In this paper, the authors review the application of emotionally focused therapy to couples therapy with military couples and identify factors that can facilitate the therapeutic process with this unique population.


Assuntos
Terapia de Casal/métodos , Terapia Focada em Emoções , Família Militar , Adulto , Feminino , Humanos , Masculino , Militares , Apego ao Objeto
12.
Am J Physiol Endocrinol Metab ; 317(5): E879-E898, 2019 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-31322414

RESUMO

Posttraumatic stress disorder (PTSD) is associated with neuroendocrine alterations and metabolic abnormalities; however, how metabolism is affected by neuroendocrine disturbances is unclear. The data from combat-exposed veterans with PTSD show increased glycolysis to lactate flux, reduced TCA cycle flux, impaired amino acid and lipid metabolism, insulin resistance, inflammation, and hypersensitive hypothalamic-pituitary-adrenal (HPA) axis. To analyze whether the co-occurrence of multiple metabolic abnormalities is independent or arises from an underlying regulatory defect, we employed a systems biological approach using an integrated mathematical model and multiomic analysis. The models for hepatic metabolism, HPA axis, inflammation, and regulatory signaling were integrated to perform metabolic control analysis (MCA) with respect to the observations from our clinical data. We combined the metabolomics, neuroendocrine, clinical laboratory, and cytokine data from combat-exposed veterans with and without PTSD to characterize the differences in regulatory effects. MCA revealed mechanistic association of the HPA axis and inflammation with metabolic dysfunction consistent with PTSD. This was supported by the data using correlational and causal analysis that revealed significant associations between cortisol suppression, high-sensitivity C-reactive protein, homeostatic model assessment of insulin resistance, γ-glutamyltransferase, hypoxanthine, and several metabolites. Causal mediation analysis indicates that the effects of enhanced glucocorticoid receptor sensitivity (GRS) on glycolytic pathway, gluconeogenic and branched-chain amino acids, triglycerides, and hepatic function are jointly mediated by inflammation, insulin resistance, oxidative stress, and energy deficit. Our analysis suggests that the interventions to normalize GRS and inflammation may help to manage features of metabolic dysfunction in PTSD.


Assuntos
Doenças Metabólicas/metabolismo , Receptores de Glucocorticoides/metabolismo , Transtornos de Estresse Pós-Traumáticos/metabolismo , Adulto , Citocinas/metabolismo , Glicólise , Humanos , Sistema Hipotálamo-Hipofisário/metabolismo , Fígado/metabolismo , Masculino , Metabolômica , Pessoa de Meia-Idade , Modelos Teóricos , Sistemas Neurossecretores/metabolismo , Biologia de Sistemas , Veteranos , Adulto Jovem
13.
Depress Anxiety ; 36(7): 607-616, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31006959

RESUMO

BACKGROUND: The diagnosis of posttraumatic stress disorder (PTSD) is usually based on clinical interviews or self-report measures. Both approaches are subject to under- and over-reporting of symptoms. An objective test is lacking. We have developed a classifier of PTSD based on objective speech-marker features that discriminate PTSD cases from controls. METHODS: Speech samples were obtained from warzone-exposed veterans, 52 cases with PTSD and 77 controls, assessed with the Clinician-Administered PTSD Scale. Individuals with major depressive disorder (MDD) were excluded. Audio recordings of clinical interviews were used to obtain 40,526 speech features which were input to a random forest (RF) algorithm. RESULTS: The selected RF used 18 speech features and the receiver operating characteristic curve had an area under the curve (AUC) of 0.954. At a probability of PTSD cut point of 0.423, Youden's index was 0.787, and overall correct classification rate was 89.1%. The probability of PTSD was higher for markers that indicated slower, more monotonous speech, less change in tonality, and less activation. Depression symptoms, alcohol use disorder, and TBI did not meet statistical tests to be considered confounders. CONCLUSIONS: This study demonstrates that a speech-based algorithm can objectively differentiate PTSD cases from controls. The RF classifier had a high AUC. Further validation in an independent sample and appraisal of the classifier to identify those with MDD only compared with those with PTSD comorbid with MDD is required.


Assuntos
Algoritmos , Fala/fisiologia , Transtornos de Estresse Pós-Traumáticos/diagnóstico , Transtornos de Estresse Pós-Traumáticos/fisiopatologia , Adulto , Área Sob a Curva , Feminino , Humanos , Masculino , Curva ROC , Transtornos de Estresse Pós-Traumáticos/complicações , Veteranos
14.
Psychooncology ; 27(2): 515-523, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-28665521

RESUMO

OBJECTIVE: Acute leukemia (AL) is associated with an immediate threat to life, an unpredictable clinical course, and substantial physical suffering. Traumatic stress symptoms that may meet criteria for acute stress disorder (ASD) may be common and disabling in this context, but have received little clinical attention. We investigated the incidence over time and risk factors for traumatic stress symptoms and ASD in the 3 months following diagnosis or relapse of AL. METHODS: Individuals with AL were recruited at a tertiary cancer center in Canada within one month of diagnosis or relapse. Participants (N = 230) completed self-report measures, including the Stanford Acute Stress Reaction Questionnaire, at baseline and monthly over 3 months. The incidence of traumatic stress symptoms over time was examined, and a generalized logistic model was used to identify factors associated with ASD. RESULTS: Participants were 60% male, with a mean age of 48.9 ± 15.2 years. Symptoms of ASD were identified on ≥1 assessment over the study period in 24.4% of participants at baseline and in an additional 12.6% at a subsequent follow-up. Of these, 55.3% reported symptoms on ≥2 assessments. ASD was associated with having young children, being unmarried, acute lymphocytic leukemia, and greater physical symptom burden. Persistent or recurrent ASD was associated with female sex, acute lymphocytic leukemia, greater attachment anxiety, less spiritual well-being, and less satisfactory patient-clinician communication. CONCLUSIONS: Symptoms of ASD are common and often persist or recur following diagnosis or relapse of AL. Research is urgently needed to determine the impact of interventions to prevent and treat psychological distress in this population.


Assuntos
Leucemia Mieloide Aguda/psicologia , Leucemia-Linfoma Linfoblástico de Células Precursoras/psicologia , Transtornos de Estresse Pós-Traumáticos/psicologia , Transtornos de Estresse Traumático Agudo/psicologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Ansiedade , Canadá , Feminino , Humanos , Leucemia Mieloide Aguda/complicações , Masculino , Pessoa de Meia-Idade , Dor/psicologia , Leucemia-Linfoma Linfoblástico de Células Precursoras/complicações , Estudos Prospectivos , Fatores de Risco , Transtornos de Estresse Pós-Traumáticos/etiologia , Transtornos de Estresse Traumático Agudo/etiologia , Inquéritos e Questionários , Adulto Jovem
15.
Depress Anxiety ; 35(9): 815-829, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29745445

RESUMO

BACKGROUND: Approximately half of US service members are married, equating to 1.1 million military spouses, yet the prevalence of psychiatric morbidity among military spouses remains understudied. We assessed the prevalence and correlates of eight mental health conditions in spouses of service members with 2-5 years of service. METHOD: We employed baseline data from the Millennium Cohort Family Study, a 21-year longitudinal survey following 9,872 military-affiliated married couples representing all US service branches and active duty, Reserve, and National Guard components. Couples were surveyed between 2011 and 2013, a period of high military operational activity associated with Operation Iraqi Freedom and Operation Enduring Freedom. Primary outcomes included depression, anxiety, posttraumatic stress disorder (PTSD), panic, alcohol misuse, insomnia, somatization, and binge eating, all assessed with validated self-report questionnaires. RESULTS: A total of 35.90% of military spouses met criteria for at least one psychiatric condition. The most commonly endorsed conditions were moderate-to-severe somatization symptoms (17.63%) and moderate-to-severe insomnia (15.65%). PTSD, anxiety, depression, panic, alcohol misuse, and binge eating were endorsed by 9.20%, 6.65%, 6.05%, 7.07%, 8.16%, and 5.23% of spouses, respectively. Having a partner who deployed with combat resulted in higher prevalence of anxiety, insomnia, and somatization. Spouses had lower prevalence of PTSD, alcohol misuse, and insomnia but higher rates of panic and binge eating than service members. Both members of a couple rarely endorsed having the same psychiatric problem. CONCLUSIONS: One third of junior military spouses screened positive for one or more psychiatric conditions, underscoring the need for high-quality prevention and treatment services.


Assuntos
Transtornos Mentais/epidemiologia , Militares/estatística & dados numéricos , Cônjuges/estatística & dados numéricos , Adolescente , Adulto , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Prevalência , Estados Unidos/epidemiologia , Adulto Jovem
16.
Addict Biol ; 23(5): 1145-1159, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29082582

RESUMO

Excessive alcohol use is extremely prevalent in the United States, particularly among trauma-exposed individuals. While several studies have examined genetic influences on alcohol use and related problems, this has not been studied in the context of trauma-exposed populations. We report results from a genome-wide association study of alcohol consumption and associated problems as measured by the alcohol use disorders identification test (AUDIT) in a trauma-exposed cohort. Results indicate a genome-wide significant association between total AUDIT score and rs1433375 [N = 1036, P = 2.61 × 10-8 (dominant model), P = 7.76 × 10-8 (additive model)], an intergenic single-nucleotide polymorphism located 323 kb upstream of the sodium channel and clathrin linker 1 (SCLT1) at 4q28. rs1433375 was also significant in a meta-analysis of two similar, but independent, cohorts (N = 1394, P = 0.0004), the Marine Resiliency Study and Systems Biology PTSD Biomarkers Consortium. Functional analysis indicated that rs1433375 was associated with SCLT1 gene expression and cortical-cerebellar functional connectivity measured via resting state functional magnetic resonance imaging. Together, findings suggest a role for sodium channel regulation and cerebellar functioning in alcohol use behavior. Identifying mechanisms underlying risk for problematic alcohol use in trauma-exposed populations is critical for future treatment and prevention efforts.


Assuntos
Alcoolismo/complicações , Alcoolismo/genética , Estudo de Associação Genômica Ampla/métodos , Canais de Sódio/genética , Transtornos de Estresse Pós-Traumáticos/complicações , Adolescente , Adulto , Negro ou Afro-Americano/estatística & dados numéricos , Idoso , Alcoolismo/fisiopatologia , Encéfalo/fisiopatologia , Estudos de Coortes , Feminino , Georgia , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único/genética , Adulto Jovem
17.
Neurobiol Learn Mem ; 141: 14-18, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28323201

RESUMO

Glutamate is the principal excitatory neurotransmitter in the central nervous system, and is thought to be involved in the process of memory encoding and storage. Glutamate disturbances have also been reported in psychiatric disorders, such as schizophrenia and major depressive disorder (MDD), and in Alzheimer's disease. In this paper, we set out to study the relationship between cerebrospinal fluid (CSF) glutamate levels and memory performance, which we believe has not been reported previously. In particular, we focused on recall performance broken down by serial position. Our prediction was that the recency ratio (Rr), a novel cognitive marker of intellectual impairment, would be linked with CSF glutamate levels. We studied data from a group of cognitively intact elderly individuals, 28 of whom had MDD, while 19 were controls. Study results indicated that Rr levels, but no other memory score, were inversely correlated with CSF glutamate levels, although this was found only in individuals with late-life MDD. For comparison, glutamine or GABA were not correlated with any memory performance measure.


Assuntos
Cognição/fisiologia , Transtorno Depressivo Maior/líquido cefalorraquidiano , Ácido Glutâmico/líquido cefalorraquidiano , Idoso , Encéfalo/diagnóstico por imagem , Estudos Transversais , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/psicologia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos
18.
Brain Behav Immun ; 59: 260-264, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27638184

RESUMO

INTRODUCTION: Several lines of evidence indicate that increased inflammation is associated with Post-Traumatic Stress Disorder (PTSD). We have previously reported that peripheral inflammatory markers are significantly higher in combat-exposed veterans with than without PTSD. This study was designed to replicate these findings in a new study cohort using the same population and recruitment strategies. METHODS: Sixty-one male war veterans (31 PTSD and 30 control subjects) were included in this replication study. Levels of Interleukin-6, Tumor Necrosis Factor-alpha, Gamma interferon, and high-sensitivity C-reactive protein were quantified in blood samples. A standardized "total pro-inflammatory score" was calculated to limit the number of statistical comparisons. The Clinician Administered PTSD Scale (CAPS) rating scale was used to assess PTSD symptom severity. RESULTS: PTSD subjects had significantly higher total pro-inflammatory scores compared to non-PTSD subjects in unadjusted analysis (Cohen's d=0.75, p=0.005) as well as after adjusting for potentially confounding effects of age, BMI, smoking, and potentially interfering medications and somatic co-morbidities (p=0.023). There were no significant correlations between inflammatory markers and severity of symptoms within the PTSD group. CONCLUSIONS: We replicated, in a new sample, our previous finding of increased inflammatory markers in combat-exposed PTSD subjects compared to combat-exposed non-PTSD controls. These findings strongly add to the growing literature suggesting that immune activation may be an important aspect of PTSD pathophysiology, although not directly correlated with current PTSD symptom levels in the PTSD group.


Assuntos
Inflamação/patologia , Transtornos de Estresse Pós-Traumáticos/patologia , Adulto , Estudos de Coortes , Distúrbios de Guerra/sangue , Citocinas/sangue , Manual Diagnóstico e Estatístico de Transtornos Mentais , Humanos , Inflamação/sangue , Masculino , Escalas de Graduação Psiquiátrica , Fatores de Risco , Transtornos de Estresse Pós-Traumáticos/sangue , Transtornos de Estresse Pós-Traumáticos/psicologia , Veteranos
20.
Depress Anxiety ; 34(8): 711-722, 2017 08.
Artigo em Inglês | MEDLINE | ID: mdl-28489300

RESUMO

BACKGROUND: Few studies have longitudinally examined predictors of posttraumatic stress disorder (PTSD) in a nationally representative sample of US veterans. We examined predictors of warzone-related PTSD over a 25-year span using data from the National Vietnam Veterans Longitudinal Study (NVVLS). METHODS: The NVVLS is a follow-up study of Vietnam theater veterans (N = 699) previously assessed in the National Vietnam Veterans Readjustment Study (NVVRS), a large national-probability study conducted in the late 1980s. We examined the ability of 22 premilitary, warzone, and postmilitary variables to predict current warzone-related PTSD symptom severity and PTSD symptom change in male theater veterans participating in the NVVLS. Data included a self-report Health Questionnaire survey and a computer-assisted telephone Health Interview Survey. Primary outcomes were self-reported PTSD symptoms assessed by the PTSD Checklist for DSM-5 (PCL 5) and Mississippi PTSD Scale (M-PTSD). RESULTS: Predictors of current PTSD symptoms most robust in hierarchical multivariable models were African-American race, lower education level, negative homecoming reception, lower current social support, and greater past-year stress. PTSD symptoms remained largely stable over time, and symptom exacerbation was predicted by African-American race, lower education level, younger age at entry into Vietnam, greater combat exposure, lower current social support, and greater past-year stressors. CONCLUSIONS: Findings confirm the robustness of a select set of risk factors for warzone-related PTSD, establishing that these factors can predict PTSD symptom severity and symptom change up to 40 years postdeployment.


Assuntos
Distúrbios de Guerra/epidemiologia , Transtornos de Estresse Pós-Traumáticos/epidemiologia , Veteranos/estatística & dados numéricos , Guerra do Vietnã , Idoso , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Estados Unidos/epidemiologia
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