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Yang C, Chen Y, Wang X, Xu P, Song J, Yang L, Fu Y. A network approach to understanding occupational psychological distress: linking depression, anxiety, and burnout among Chinese healthcare professionals. Front Psychol 2024; 15:1474523. [PMID: 39744041 PMCID: PMC11690034 DOI: 10.3389/fpsyg.2024.1474523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 12/06/2024] [Indexed: 01/12/2025] Open
Abstract
OBJECTIVES As a population at high risk for psychological distress, healthcare workers typically experience varying degrees of anxiety, depression, and burnout. Studies have found that depression and anxiety have a negative impact on the mental health domain of burnout in healthcare workers. However, little is known about the symptom-to-symptom interactions between these psychological outcomes. This study aims to elucidate the characteristics of depression, anxiety, and burnout networks among healthcare workers. METHODS We recruited 846 healthcare workers from March to April 2023 from three hospitals. A total of 826 healthcare workers completed the General Information Scale, the 16-item Quick Inventory of Depressive Symptomatology-Self-Report (QIDS-SR16), the Self-rating Anxiety Scale (SAS), and the Burnout Clinical Subtype Questionnaire (BCSQ)-36. The network models were constructed using network analysis. The expected influence and the bridge expected influence of nodes were calculated. The stability and accuracy of the network was assessed. RESULTS The results showed that the core symptoms in the symptom network mainly included QIDS8 (Energy/Fatigability), SAS3 (Easily upset or frightened), SAS11 (Dizzy), SAS8 (Tiredness), SAS10 (Tachycardia) and BCSQ3 (Worn-out), and the key nodes connecting these symptoms were QIDS2 (Sad mood), SAS20 (Have nightmares), BCSQ3 (Worn-out), SAS8 (Tiredness), QIDS8 (Energy/Fatigability), QIDS4 (Concentration/decision-making) and SAS4 (Madness). CONCLUSION Unique pathways of association between burnout, depression, and anxiety were found to exist. Interventions targeting core symptoms can maximize the improvement of depression, anxiety, and burnout, provide a deeper understanding of the relationship between the three conditions, and provide a target and basis for psychological interventions to improve the emotional wellbeing of healthcare workers and enhance their mental health.
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Affiliation(s)
- Cui Yang
- Department of Emergency, Zigong Fourth People’s Hospital, Zigong, Sichuan, China
| | - Yao Chen
- Department of Nursing, Zigong Fourth People’s Hospital, Zigong, Sichuan, China
| | - Xuelian Wang
- Department of Emergency, Zigong Fourth People’s Hospital, Zigong, Sichuan, China
| | - Ping Xu
- Department of Emergency, Zigong Fourth People’s Hospital, Zigong, Sichuan, China
| | - Juan Song
- Department of Emergency, Zigong Fourth People’s Hospital, Zigong, Sichuan, China
| | - Lu Yang
- School of Psychology, Chengdu Medical College, Chengdu, Sichuan, China
| | - Yue Fu
- School of Nursing, Chengdu Medical College, Chengdu, Sichuan, China
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Wang Y, Huang C, Li P, Niu B, Fan T, Wang H, Zhou Y, Chai Y. Machine learning-based discrimination of unipolar depression and bipolar disorder with streamlined shortlist in adolescents of different ages. Comput Biol Med 2024; 182:109107. [PMID: 39288554 DOI: 10.1016/j.compbiomed.2024.109107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 08/30/2024] [Accepted: 09/02/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND Variations in symptoms and indistinguishable depression episodes of unipolar depression (UD) and bipolar disorder (BD) make the discrimination difficult and time-consuming. For adolescents with high disease prevalence, an efficient diagnostic tool is important for the discrimination and treatment of BU and UD. METHODS This multi-center cross-sectional study involved 1587 UD and 246 BD adolescents aged 12-18. A combination of standard questionnaires and demographic information was collected for the construction of a full-item list. The unequal patient number was balanced with three data balancing algorithms, and 4 machine learning algorithms were compared for the discrimination ability of UD and BD in three age groups: all ages, 12-15 and 16-18. Random forest (RF) with the highest accuracy were used to rank the importance of features/items and construct the 25-item shortlist. A separate dataset was used for the final performance evaluation with the shortlist, and the discrimination ability for UD and BD was investigated. RESULTS RF performed the best for UD and BD discrimination in all 3 age groups (AUC 0.88-0.90). The most important features that differentiate UD from BD belong to Parental Bonding Instrument (PBI) and Loneliness Scale of the University of California at Los Angeles (UCLA). With RF and the 25-item shortlist, the diagnostic accuracy can still reach around 80 %, achieving 95 % of the accuracy levels obtained with all features. CONCLUSIONS Through machine learning algorithms, the most influencing factors for UD and BD classification were recombined and applied for rapid diagnosis. This highly feasible method holds the potential for convenient and accurate diagnosis of young patients in research and clinical practice.
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Affiliation(s)
- Yang Wang
- College of Management, Shenzhen University, Shenzhen, China
| | - Cheng Huang
- Greater Bay Area International Institute for Innovations, Shenzhen University, Shenzhen, China
| | - Pingping Li
- Greater Bay Area International Institute for Innovations, Shenzhen University, Shenzhen, China
| | - Ben Niu
- College of Management, Shenzhen University, Shenzhen, China
| | - Tingxuan Fan
- Greater Bay Area International Institute for Innovations, Shenzhen University, Shenzhen, China
| | - Hairong Wang
- Greater Bay Area International Institute for Innovations, Shenzhen University, Shenzhen, China
| | | | - Yujuan Chai
- School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, 518060, China.
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Dakanalis A, Voulgaridou G, Alexatou O, Papadopoulou SK, Jacovides C, Pritsa A, Chrysafi M, Papacosta E, Kapetanou MG, Tsourouflis G, Antonopoulou M, Mitsiou M, Antasouras G, Giaginis C. Overweight and Obesity Is Associated with Higher Risk of Perceived Stress and Poor Sleep Quality in Young Adults. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:983. [PMID: 38929600 PMCID: PMC11206025 DOI: 10.3390/medicina60060983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/07/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024]
Abstract
Background and Objectives: Overweight and obesity are growing public health challenges, particularly concerning young adults. University life presents a unique set of stressors that may influence weight management alongside sleep quality. In this cross-sectional study, we aimed to investigate the association between overweight or obesity, stress, and sleep quality in a large sample of Greek university students. Materials and Methods: The study recruited 2116 active students from across various Greek universities. Participants completed questionnaires on sociodemographics, academic performance, and physical activity levels using the International Physical Activity Questionnaire (IPAQ). Stress and sleep quality were assessed using the Perceived Stress Scale (PSS) and the Pittsburgh Sleep Quality Index (PSQI), respectively. Body weight and height were directly measured to calculate Body Mass Index (BMI). Results: Our analysis of 2116 Greek university students revealed significant associations between various factors and overweight/obesity. Compared to their rural counterparts, young adults in urban areas had an 88% higher prevalence of overweight/obesity (p = 0.0056). Regular smokers were twice as likely to be overweight or obese (p = 0.0012). Notably, those with low physical activity levels displayed a more than two-fold increased risk (p = 0.0008) compared to those with moderate or high activity levels. Similarly, students with moderate or high perceived stress levels had a more than two-fold prevalence of overweight/obesity compared to those with low stress (p = 0.0005). Inadequate sleep quality was also associated with an 86% higher risk of overweight/obesity (p = 0.0007). Interestingly, good academic performance showed a 57% greater prevalence of overweight/obesity compared to very good/excellent performance (p = 0.0103). Conclusions: Our findings reveal that perceived stress and poor sleep quality are significant risk factors for overweight and obesity in this young adult population.
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Affiliation(s)
- Antonios Dakanalis
- Department of Mental Health, Fondazione IRCCS San Gerardo dei Tintori, 20900 Monza, Italy
- School of Medicine and Surgery, University of Milano-Bicocca, 20900 Monza, Italy
| | - Gavriela Voulgaridou
- Department of Nutritional Sciences and Dietetics, Faculty of Health Sciences, International Hellenic University, 57001 Thessaloniki, Greece; (G.V.); (S.K.P.); (C.J.); (A.P.)
| | - Olga Alexatou
- Department of Food Science and Nutrition, School of the Environment, University of the Aegean, 81400 Lemnos, Greece; (O.A.); (M.C.); (M.G.K.); (M.A.); (G.A.)
| | - Sousana K. Papadopoulou
- Department of Nutritional Sciences and Dietetics, Faculty of Health Sciences, International Hellenic University, 57001 Thessaloniki, Greece; (G.V.); (S.K.P.); (C.J.); (A.P.)
| | - Constantina Jacovides
- Department of Nutritional Sciences and Dietetics, Faculty of Health Sciences, International Hellenic University, 57001 Thessaloniki, Greece; (G.V.); (S.K.P.); (C.J.); (A.P.)
- Department of Food Science and Nutrition, School of the Environment, University of the Aegean, 81400 Lemnos, Greece; (O.A.); (M.C.); (M.G.K.); (M.A.); (G.A.)
| | - Agathi Pritsa
- Department of Nutritional Sciences and Dietetics, Faculty of Health Sciences, International Hellenic University, 57001 Thessaloniki, Greece; (G.V.); (S.K.P.); (C.J.); (A.P.)
| | - Maria Chrysafi
- Department of Food Science and Nutrition, School of the Environment, University of the Aegean, 81400 Lemnos, Greece; (O.A.); (M.C.); (M.G.K.); (M.A.); (G.A.)
| | - Elena Papacosta
- Department of Physical Education and Sport Sciences, School of Education and Social Sciences, Frederick University, 3080 Limassol, Cyprus;
| | - Maria G. Kapetanou
- Department of Food Science and Nutrition, School of the Environment, University of the Aegean, 81400 Lemnos, Greece; (O.A.); (M.C.); (M.G.K.); (M.A.); (G.A.)
| | - Gerasimos Tsourouflis
- Second Department of Propedeutic Surgery, Medical School, University of Athens, 11527 Athens, Greece;
| | - Marina Antonopoulou
- Department of Food Science and Nutrition, School of the Environment, University of the Aegean, 81400 Lemnos, Greece; (O.A.); (M.C.); (M.G.K.); (M.A.); (G.A.)
| | - Maria Mitsiou
- Department of Physiotherapy, School of Health Sciences, International Hellenic University, 57001 Thessaloniki, Greece;
| | - Georgios Antasouras
- Department of Food Science and Nutrition, School of the Environment, University of the Aegean, 81400 Lemnos, Greece; (O.A.); (M.C.); (M.G.K.); (M.A.); (G.A.)
| | - Constantinos Giaginis
- Department of Food Science and Nutrition, School of the Environment, University of the Aegean, 81400 Lemnos, Greece; (O.A.); (M.C.); (M.G.K.); (M.A.); (G.A.)
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Tao Y, Cheng Z, Wang C, Liu T, Yan M, Huang X, Jian S, Sun L, Chen Z. Perceived stress and psychological disorders in healthcare professionals: a multiple chain mediating model of effort-reward imbalance and resilience. Front Public Health 2023; 11:1320411. [PMID: 38155891 PMCID: PMC10753578 DOI: 10.3389/fpubh.2023.1320411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 12/01/2023] [Indexed: 12/30/2023] Open
Abstract
Background Healthcare professionals have shown more psychological disorders such as anxiety and depression due to the nature of work, which can cause job burnout, decrease the quality of medical services, and even endanger medical safety. The aim of the study is to explore the serial multiple mediating role of effort- reward imbalance and resilience between perceived stress and psychological disorders among healthcare professionals. Methods A cross-sectional study was conducted in China from February to April 2023. A total of 2098 healthcare professionals at a tertiary general hospital was investigated by the following self-reported questionnaires: Hospital Anxiety and Depression Scale (HADS), Perceived Stress Scale (PSS), The Effort-Reward Imbalance (ERI), Healthcare professionals Resilience Scale (MSRS). Results Anxiety and depression are interrelated (r = 0.362, p < 0.01), and they were positively related to perceived stress (r = 0.640/0.607, p < 0.01) and ERI (r = 0.422/0.383, p < 0.01), and negatively related to resilience (r = -0.343/-0.320, p < 0.01). After controlling demographic factors, the variance in anxiety and depression was explained by perceived stress was 37.7 and 35.0%. Bootstrap analyses examining the pathway of perceived stress-ERI-resilience-anxiety revealed significant direct effects [B = 0.560, 95%CI (0.528, 0.591)], as well as indirect effects mediated independently by ERI [B = 0.045, 95%CI (0.029, 0.060)], resilience [B = 0.031, 95%CI (0.017, 0.047)], or a combination of both [B = 0.004, 95%CI (0.002, 0.007)]. Similarly, in the path of perceived stress-ERI-resilience-anxiety-depression, significant direct effects were found [B = -0.310, 95%CI(0.265, 0.351)], along with indirect effects mediated individually by ERI [B = 0.033, 95%CI(0.013, 0.052)], resilience [B = 0.014, 95%CI (0.001, 0.028)], and anxiety [B = 0.218, 95%CI (0.190, 0.246)], or by both or three together (B = 0.032). Conclusion This study proved the hypothesis that ERI and resilience played a mediating role in perceived stress and psychological disorders, revealed the potential mechanism of anxiety in stress and depression, and proposed a solution for perceived stress to psychological distress, which can provide a basis for the intervention of healthcare professionals in the face of mental health crisis.
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Affiliation(s)
- Yuanling Tao
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
| | - Zhen Cheng
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
| | - Chenxi Wang
- School of Nursing, Southern Medical University, Guangzhou, China
| | - Ting Liu
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
| | - Mi Yan
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
| | - Xiaohong Huang
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
| | - Shasha Jian
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
| | - Li Sun
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
| | - Zongtao Chen
- Health Management Centre, First Affiliated Hospital of Army Medical University, Chongqing, China
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Streit F, Völker MP, Klinger-König J, Zillich L, Frank J, Reinhard I, Foo JC, Witt SH, Sirignano L, Becher H, Obi N, Riedel O, Do S, Castell S, Hassenstein MJ, Karch A, Stang A, Schmidt B, Schikowski T, Stahl-Pehe A, Brenner H, Perna L, Greiser KH, Kaaks R, Michels KB, Franzke CW, Peters A, Fischer B, Konzok J, Mikolajczyk R, Führer A, Keil T, Fricke J, Willich SN, Pischon T, Völzke H, Meinke-Franze C, Loeffler M, Wirkner K, Berger K, Grabe HJ, Rietschel M. The interplay of family history of depression and early trauma: associations with lifetime and current depression in the German national cohort (NAKO). FRONTIERS IN EPIDEMIOLOGY 2023; 3:1099235. [PMID: 38523800 PMCID: PMC10959537 DOI: 10.3389/fepid.2023.1099235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 04/28/2023] [Indexed: 03/26/2024]
Abstract
Introduction Family history of depression and childhood maltreatment are established risk factors for depression. However, how these factors are interrelated and jointly influence depression risk is not well understood. The present study investigated (i) if childhood maltreatment is associated with a family history of depression (ii) if family history and childhood maltreatment are associated with increased lifetime and current depression, and whether both factors interact beyond their main effects, and (iii) if family history affects lifetime and current depression via childhood maltreatment. Methods Analyses were based on a subgroup of the first 100,000 participants of the German National Cohort (NAKO), with complete information (58,703 participants, mean age = 51.2 years, 53% female). Parental family history of depression was assessed via self-report, childhood maltreatment with the Childhood Trauma Screener (CTS), lifetime depression with self-reported physician's diagnosis and the Mini-International Neuropsychiatric Interview (MINI), and current depressive symptoms with the depression scale of the Patient Health Questionnaire (PHQ-9). Generalized linear models were used to test main and interaction effects. Mediation was tested using causal mediation analyses. Results Higher frequencies of the childhood maltreatment measures were found in subjects reporting a positive family history of depression. Family history and childhood maltreatment were independently associated with increased depression. No statistical interactions of family history and childhood maltreatment were found for the lifetime depression measures. For current depressive symptoms (PHQ-9 sum score), an interaction was found, with stronger associations of childhood maltreatment and depression in subjects with a positive family history. Childhood maltreatment was estimated to mediate 7%-12% of the effect of family history on depression, with higher mediated proportions in subjects whose parents had a depression onset below 40 years. Abuse showed stronger associations with family history and depression, and higher mediated proportions of family history effects on depression than neglect. Discussion The present study confirms the association of childhood maltreatment and family history with depression in a large population-based cohort. While analyses provide little evidence for the joint effects of both risk factors on depression beyond their individual effects, results are consistent with family history affecting depression via childhood maltreatment to a small extent.
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Affiliation(s)
- Fabian Streit
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Maja P. Völker
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Johanna Klinger-König
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
| | - Lea Zillich
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Josef Frank
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Iris Reinhard
- Department of Biostatistics, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Jerome C. Foo
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Stephanie H. Witt
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Lea Sirignano
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Heiko Becher
- Institute of Global Health, University Hospital Heidelberg, Heidelberg, Germany
| | - Nadia Obi
- Institute of Medical Biometry and Epidemiology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Oliver Riedel
- Leibniz-Institut für Präventionsforschung und Epidemiologie – BIPS, Bremen, Deutschland
| | - Stefanie Do
- Leibniz-Institut für Präventionsforschung und Epidemiologie – BIPS, Bremen, Deutschland
| | - Stefanie Castell
- Department for Epidemiology, Helmholtz Centre for Infection Research (HZI), Braunschweig, Germany
| | - Max J. Hassenstein
- Department for Epidemiology, Helmholtz Centre for Infection Research (HZI), Braunschweig, Germany
- PhD Programme “Epidemiology”, Braunschweig-Hannover, Germany
| | - André Karch
- Institute of Epidemiology and Social Medicine, University of Muenster, Muenster, Germany
| | - Andreas Stang
- Institute for Medical Informatics, Biometry and Epidemiology, University of Duisburg-Essen, Essen, Germany
| | - Börge Schmidt
- Institute for Medical Informatics, Biometry and Epidemiology, University of Duisburg-Essen, Essen, Germany
| | - Tamara Schikowski
- IUF—Leibniz Institute for Environmental Medicine, Düsseldorf, Germany
| | - Anna Stahl-Pehe
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research, University of Düsseldorf, Düsseldorf, Germany
| | - Hermann Brenner
- Network Ageing Research (NAR), Heidelberg University, Heidelberg, Germany
- Division of Clinical Epidemiology & Ageing Research, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Laura Perna
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
| | - Karin Halina Greiser
- German Cancer Research Centre (DKFZ) Heidelberg, Div. of Cancer Epidemiology, Heidelberg, Germany
| | - Rudolf Kaaks
- German Cancer Research Centre (DKFZ) Heidelberg, Div. of Cancer Epidemiology, Heidelberg, Germany
| | - Karin B. Michels
- Institute for Prevention and Cancer Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Claus-Werner Franzke
- Institute for Prevention and Cancer Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum Munchen, German Research Centre for Environmental Health, Neuherberg, Germany
- Chair of Epidemiology, Institute for Medical Information Processing, Biometry and Epidemiology, Medical Faculty, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Beate Fischer
- Department of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
| | - Julian Konzok
- Department of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
| | - Rafael Mikolajczyk
- Institute for Medical Epidemiology, Biometrics and Informatics (IMEBI), Interdisciplinary Centre for Health Sciences, Medical School of the Martin Luther University Halle-Wittenberg, Halle, Germany
- German Center for Mental Health, Site Jena-Magdeburg-Halle, Jena, Germany
| | - Amand Führer
- Institute for Medical Epidemiology, Biometrics and Informatics (IMEBI), Interdisciplinary Centre for Health Sciences, Medical School of the Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Thomas Keil
- Institute of Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Institute for Clinical Epidemiology and Biometry, University of Wuerzburg, Wuerzburg, Germany
- State Institute of Health, Bavarian Health and Food Safety Authority, Bad Kissingen, Germany
| | - Julia Fricke
- Institute of Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Stefan N. Willich
- Institute of Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Tobias Pischon
- Max-Delbrueck-Centre for Molecular Medicine in the Helmholtz Association (MDC), Molecular Epidemiology Research Group, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max-Delbrueck-Centre for Molecular Medicine in the Helmholtz Association (MDC), Biobank Technology Platform, Berlin, Germany
| | - Henry Völzke
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Claudia Meinke-Franze
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Markus Loeffler
- Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University of Leipzig, Leipzig, Germany
- Leipzig Research Center for Civilization Diseases (LIFE), University of Leipzig, Leipzig, Germany
| | - Kerstin Wirkner
- Leipzig Research Center for Civilization Diseases (LIFE), University of Leipzig, Leipzig, Germany
| | - Klaus Berger
- Institute of Epidemiology & Social Medicine, University of Muenster, Muenster, Germany
| | - Hans J. Grabe
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany
| | - Marcella Rietschel
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Valladares-Garrido MJ, Picón-Reátegui CK, Zila-Velasque JP, Grados-Espinoza P, Vera-Ponce VJ, Pereira-Victorio CJ, Valladares-Garrido D, Failoc-Rojas VE. Depression and anxiety in peruvian military personnel during the pandemic context: a cross-sectional study. BMC Public Health 2023; 23:691. [PMID: 37055833 PMCID: PMC10100618 DOI: 10.1186/s12889-023-15612-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 04/05/2023] [Indexed: 04/15/2023] Open
Abstract
BACKGROUND During the COVID-19 pandemic, increased workload and stress could have increased mental health problems (anxiety and depression) in military personnel. However, the number of studies in military members is scarce, especially in regard to mental health. The objective of this study was determine the prevalence and factors associated with depression and anxiety in Peruvian military personnel. METHODS We undertook an analytical cross-sectional study. The survey was distributed face to face between November 02 and 09, 2021, during the second wave of the COVID-19 pandemic among the military personnel. We used some instruments to measure depression (Patient Health Questionnaire, PHQ-9), anxiety (Generalized Anxiety Disorder, GAD-7), insomnia (Insomnia Severity Index, ISI), food insecurity (Household Food Insecurity Access Scale, HFIAS), physical activity (International Physical Activity Questionnaires, IPAQ-S), resilience (abbreviated CD-RISC), and fear of COVID-19 scale. The exclusion criteria included those who did not completely fill out the evaluation instruments. RESULTS We analyzed the data of 615 military personnel that participated in the survey. Of them, 93.7% were male and the median age was 22 years old. There was a prevalence of 29.9% and 22.0% in regard to depression and anxiety symptoms, respectively. In addition, it was found that being married (PR: 0.63; 95% IC: 0.42-0.94), having a relative with mental health problems (PR: 2.16), having experienced food insecurity (PR: 1.48), insomnia (PR: 2.71), fear of COVID-19 (PR: 1.48), and a high level of resilience (PR: 0.65) were factors associated with depression. In regard to anxiety, the factors associated were working for more than 18 months since the beginning of the COVID-19 pandemic (PR: 0.52), a high level of resilience (PR: 0.50; 95% IC: 0.33-0.77), insomnia (PR: 3.32), fear of COVID-19 (PR: 2.43). CONCLUSION We found a prevalence of symptoms of depression and anxiety of 29.9% and 22.0%, respectively. In regard to the factors that attenuate depression, we can mention being married and having resilience; and among the aggravating factors, having a relative with mental health problems, food insecurity, insomnia, and fear of COVID-19. Finally, anxiety increased through working time, insomnia, and fear of COVID-19.
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Affiliation(s)
- Mario J. Valladares-Garrido
- Escuela de Medicina, Universidad Cesar Vallejo, Piura, Peru
- Oficina de Epidemiología, Hospital Regional Lambayeque, Chiclayo, Peru
| | | | - J. Pierre Zila-Velasque
- Facultad de Medicina Humana, Universidad Nacional Daniel Alcides Carrión, Pasco, Peru
- Red Latinoamericana de Medicina en la Altitud e Investigación (REDLAMAI), Pasco, Peru
| | - Pamela Grados-Espinoza
- Facultad de Medicina Humana, Universidad Nacional Daniel Alcides Carrión, Pasco, Peru
- Red Latinoamericana de Medicina en la Altitud e Investigación (REDLAMAI), Pasco, Peru
| | - Víctor J. Vera-Ponce
- Instituto de Investigación en Ciencias Biomédicas, Universidad Ricardo Palma, Lima, 15039 Peru
- Universidad Tecnológica del Perú, Lima, 15046 Peru
| | | | - Danai Valladares-Garrido
- Escuela de Medicina, Universidad Cesar Vallejo, Piura, Peru
- Unidad de Epidemiología y Salud Ambiental, Hospital de Apoyo II Santa Rosa, Piura, Peru
| | - Virgilio E. Failoc-Rojas
- Research Unit for Generation and Synthesis Evidence in Health, Universidad San Ignacio de Loyola, Lima, Peru
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Nürnberger P, von Lewinski D, Rothenhäusler HB, Braun C, Reinbacher P, Kolesnik E, Baranyi A. A biopsychosocial model of severe fear of COVID-19. PLoS One 2022; 17:e0264357. [PMID: 35226661 PMCID: PMC8884481 DOI: 10.1371/journal.pone.0264357] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 02/08/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction COVID-19 is a respiratory infection that causes not only somatic health issues, but also frequently psychosocial burdens. The aims of this study were to investigate biopsychosocial factors that might further aggravate fear of COVID-19, and to establish a biopsychosocial model of severe fear of COVID-19. Methods 368 participants were included in this study. Biopsychosocial factors observed comprised biological factors (somatic risk), psychological factors (state/trait anxiety, physical symptoms of anxiety, severe health anxiety, specific phobias, depression), and psychosocial factors (social support, financial losses, social media consumption, social contacts with COVID-19 infected people). Psychometric questionnaires included State-Trait Anxiety Inventory, Beck’s Anxiety Inventory, Whiteley-Index / Illness Attitude Scales, Specific Phobia Questionnaire, WHO-5 and Social Support Survey. Results 162/368 (44.0%) participants had almost no fear, 170/368 (46.2%) participants had moderate fear, and 45/368 (12.2%) participants had severe fear of COVID-19. Female participants showed higher levels of fear of COVID-19 than male participants (gender: χ2 = 18.47, p<0.001). However, the level of fear of COVID-19 increased in male participants when they had contact with people who were infected with COVID-19, while in contrast the level of fear of COVID-19 decreased in female participants when they had such contacts [ANCOVA: fear of COVID-19 (contact x gender): F(1,363) = 5.596, p = .019]. Moreover, participants without relationships showed higher levels of fear of COVID-19 (marital status: χ2 = 14.582, p = 0.024). Furthermore, financial losses due to the COVID-19 were associated with higher levels of fear of COVID-19 [ANCOVA: fear of COVID-19(financial loss x gender): F(1, 363) = 22.853, p< .001]. Multiple regression analysis revealed female gender, severe health anxiety (WI-IAS) and state /trait anxiety (STAI) as significant predictors of severe fear of COVID-19. Conclusion In this study significant predictors of severe fear of COVID-19 were female gender, pre-existing state and trait anxiety, as well as severe health anxiety. The finding of significant predictors of fear of COVID-19 might contribute to detect people who might suffer most from severe, overwhelming fear of COVID-19 at an early stage.
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Affiliation(s)
- Patrick Nürnberger
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
- * E-mail:
| | - Dirk von Lewinski
- Department of Internal Medicine Division of Cardiology, Medical University of Graz, Graz, Austria
| | - Hans-Bernd Rothenhäusler
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
| | - Celine Braun
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
| | - Patrick Reinbacher
- Department of Orthopaedics and Traumatology, Medical University of Graz, Graz, Austria
| | - Ewald Kolesnik
- Department of Internal Medicine Division of Cardiology, Medical University of Graz, Graz, Austria
| | - Andreas Baranyi
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University of Graz, Graz, Austria
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Chase HW, Auerbach RP, Brent DA, Posner J, Weissman MM, Talati A. Dissociating default mode network resting state markers of suicide from familial risk factors for depression. Neuropsychopharmacology 2021; 46:1830-1838. [PMID: 34059799 PMCID: PMC8358011 DOI: 10.1038/s41386-021-01022-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 04/14/2021] [Accepted: 04/17/2021] [Indexed: 11/09/2022]
Abstract
Neural signatures of suicide risk likely reflect a combination of specific and non-specific factors, and clarifying specific factors may facilitate development of novel treatments. Previously, we demonstrated an altered pattern of resting state connectivity between the dorsal and ventral posterior cingulate cortex (d/vPCC) and the dorsal anterior cingulate cortex (dACC), as well as altered low frequency oscillations in these regions, in individuals with a history of suicidal thoughts and behaviors (STBs) compared to healthy controls. It remains uncertain, however, whether these markers were directly related to STBs or, more generally, reflect a trait-level risk factor for depression. Here, we examined data from a 3-generational longitudinal study of depression where resting state fMRI data were analyzed from 2nd and 3rd generation offspring of probands with (FH+ = 44: STB+ = 32, STB- = 12) and without (FH- = 25: STB+ = 15, STB- = 10) a family history of major depressive disorder (MDD). Standard seed-based methods and a frequency-based analysis of intrinsic neural activity (ALFF/fALFF) were employed. FH of MDD, but not a personal history of STBs or MDD, was associated with relatively reduced dPCC-dACC, and enhanced vPCC-dACC functional connectivity. FH of MDD showed a pattern of reduced ALFF in the dPCC whereas an STB history was associated with an increase. All findings were invariant to confounding by lifetime MDD and current depression severity. Overall, contrary to predictions, resting state functional connectivity within the default mode network (DMN) was associated with FH of depression rather than STBs. These findings confirm the relevance of DMN functional connectivity for mood disorders and underscore the importance of disambiguating biological factors that differentially relate to mental disorders versus STBs.
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Affiliation(s)
- Henry W Chase
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Randy P Auerbach
- Department of Psychiatry, Columbia University Irving Medical Center and Vagelos College of Physicians and Surgeons, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
- Sackler Institute for Developmental Psychobiology at Columbia University, New York, NY, USA
| | - David A Brent
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jonathan Posner
- Department of Psychiatry, Columbia University Irving Medical Center and Vagelos College of Physicians and Surgeons, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
- Sackler Institute for Developmental Psychobiology at Columbia University, New York, NY, USA
| | - Myrna M Weissman
- Department of Psychiatry, Columbia University Irving Medical Center and Vagelos College of Physicians and Surgeons, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
- Sackler Institute for Developmental Psychobiology at Columbia University, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Ardesheer Talati
- Department of Psychiatry, Columbia University Irving Medical Center and Vagelos College of Physicians and Surgeons, New York, NY, USA.
- New York State Psychiatric Institute, New York, NY, USA.
- Sackler Institute for Developmental Psychobiology at Columbia University, New York, NY, USA.
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9
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Bushnell GA, Talati A, Wickramaratne PJ, Gameroff MJ, Weissman MM. Trajectories of childhood anxiety disorders in two generations at high risk. Depress Anxiety 2020; 37:521-531. [PMID: 32058635 PMCID: PMC7292740 DOI: 10.1002/da.23001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 12/30/2019] [Accepted: 01/27/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The course of anxiety disorders during childhood is heterogeneous. In two generations at high or low risk, we described the course of childhood anxiety disorders and evaluated whether parent or grandparent major depressive disorder (MDD) predicted a persistent anxiety course. METHODS We utilized a multigenerational study (1982-2015), following children (second generation, G2) and grandchildren (third generation, G3) of generation 1 (G1) with either moderate/severe MDD or no psychiatric illness. Psychiatric diagnoses were based on diagnostic interviews. Using group-based trajectory models, we identified clusters of children with similar anxiety disorder trajectories (age 0-17). RESULTS We identified three primary trajectories in G2 (N = 275) and G3 (N = 118) cohorts: "no/low anxiety disorder" during childhood (G2 = 66%; G3 = 53%), "nonpersistent" with anxiety during part of childhood (G2 = 16%; G3 = 21%), and "persistent" (G2 = 18%; G3 = 25%). Childhood mood disorders and substance use disorders tended to be more prevalent in children in the persistent anxiety trajectory. In G2 children, parent MDD was associated with an increased likelihood of being in the persistent (84%) or nonpersistent trajectory (82%) versus no/low anxiety trajectory (62%). In G3 children, grandparent MDD, but not parent, was associated with an increased likelihood of being in the persistent (83%) versus nonpersistent (48%) and no/low anxiety (51%) trajectories. CONCLUSION Anxiety trajectories move beyond what is captured under binary, single time-point measures. Parent or grandparent history of moderate/severe MDD may offer value in predicting child anxiety disorder course, which could help clinicians and caregivers identify children needing increased attention and screening for other psychiatric conditions.
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Affiliation(s)
- Greta A. Bushnell
- Department of Epidemiology at the Columbia University
Mailman School of Public Health
| | - Ardesheer Talati
- Department of Psychiatry at the Columbia University Vagelos
College of Physicians and Surgeons,Division of Translational Epidemiology at New York State
Psychiatric Institute
| | - Priya J. Wickramaratne
- Department of Psychiatry at the Columbia University Vagelos
College of Physicians and Surgeons,Division of Translational Epidemiology at New York State
Psychiatric Institute,Department of Biostatistics at the Columbia University
Mailman School of Public Health
| | - Marc J. Gameroff
- Department of Psychiatry at the Columbia University Vagelos
College of Physicians and Surgeons,Division of Translational Epidemiology at New York State
Psychiatric Institute
| | - Myrna M. Weissman
- Department of Epidemiology at the Columbia University
Mailman School of Public Health,Department of Psychiatry at the Columbia University Vagelos
College of Physicians and Surgeons,Division of Translational Epidemiology at New York State
Psychiatric Institute
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10
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11
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Guffanti G, Gameroff MJ, Warner V, Talati A, Glatt CE, Wickramaratne P, Weissman MM. Heritability of major depressive and comorbid anxiety disorders in multi-generational families at high risk for depression. Am J Med Genet B Neuropsychiatr Genet 2016; 171:1072-1079. [PMID: 27452917 DOI: 10.1002/ajmg.b.32477] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Accepted: 07/08/2016] [Indexed: 11/08/2022]
Abstract
Family studies have shown that MDD is highly transmittable but have not studied its heritability. Twin studies show heritability of about 40% and do not include anxiety disorders. We assessed heritability of MDD and comorbid anxiety disorders in a multigenerational study of family members at high risk for MDD. In addition, we tested the hypothesis that examined clinical subtypes of MDD defined by early and late age of onset would be under relatively stronger genetic control than broadly defined DSM-IV MDD. The first generation with moderate to severe MDD was recruited from an ambulatory psychiatric treatment setting, and their descendants in the second, third, and fourth generation, were interviewed by clinicians up to six times during a 30-year period. Lifetime rates of MDD and anxiety disorders were collected for 545 participants from 65 multigenerational families. The heritability (h2 ) of MDD in this high risk sample was estimated at 67%. Anxiety and sequential comorbidity of anxiety disorders and MDD revealed h2 of 49% and 53%, respectively, and strong positive genetic correlation (rhog = 0.92, P = 7.3 × 10-7 ). Early onset MDD did not appear to be under greater genetic control than broadly defined DSM-IV MDD. Individuals who are direct descendants of subjects ascertained for moderate to severe MDD have strong genetic vulnerability to develop anxiety or MDD. Our findings support family based studies as appropriate and useful design to understand the heritability of common disorders such as MDD. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Guia Guffanti
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, New York.,Division of Epidemiology, New York State Psychiatric Institute, New York, New York
| | - Marc J Gameroff
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, New York.,Division of Epidemiology, New York State Psychiatric Institute, New York, New York
| | - Virginia Warner
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, New York.,Division of Epidemiology, New York State Psychiatric Institute, New York, New York
| | - Ardesheer Talati
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, New York.,Division of Epidemiology, New York State Psychiatric Institute, New York, New York
| | | | - Priya Wickramaratne
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, New York.,Division of Epidemiology, New York State Psychiatric Institute, New York, New York.,Mailman School of Public Health, Columbia University, New York, New York
| | - Myrna M Weissman
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, New York.,Division of Epidemiology, New York State Psychiatric Institute, New York, New York.,Mailman School of Public Health, Columbia University, New York, New York
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12
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Wang Z, Jacobs RH, Marsh R, Horga G, Qiao J, Warner V, Weissman MM, Peterson BS. Sex-specific neural activity when resolving cognitive interference in individuals with or without prior internalizing disorders. Psychiatry Res 2016; 249:76-83. [PMID: 27000310 PMCID: PMC5542061 DOI: 10.1016/j.pscychresns.2015.07.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2014] [Revised: 06/08/2015] [Accepted: 07/07/2015] [Indexed: 01/23/2023]
Abstract
The processing of cognitive interference is a self-regulatory capacity that is impaired in persons with internalizing disorders. This investigation was to assess sex differences in the neural correlates of cognitive interference in individuals with and without an illness history of an internalizing disorder. We compared functional magnetic resonance imaging blood-oxygenation-level-dependent responses in both males (n=63) and females (n=80) with and without this illness history during performance of the Simon task. Females deactivated superior frontal gyrus, inferior parietal lobe, and posterior cingulate cortex to a greater extent than males. Females with a prior history of internalizing disorder also deactivated these regions more compared to males with that history, and they additionally demonstrated greater activation of right inferior frontal gyrus. These group differences were represented in a significant sex-by-illness interaction in these regions. These deactivated regions compose a task-negative or default mode network, whereas the inferior frontal gyrus usually activates when performing an attention-demanding task and is a key component of a task-positive network. Our findings suggest that a prior history of internalizing disorders disproportionately influences functioning of the default mode network and is associated with an accompanying activation of the task-positive network in females during the resolution of cognitive interference.
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Affiliation(s)
- Zhishun Wang
- Division of Translational Neuroimaging in the Department of Psychiatry, The New York State Psychiatric Institute and the College of Physicians & Surgeons, Columbia University, New York, NY, USA.
| | - Rachel H Jacobs
- University of Illinois at Chicago, Department of Psychiatry and Institute for Juvenile Research, 1747W, Roosevelt Road M/C 747, Chicago, IL 60608, USA.
| | - Rachel Marsh
- Division of Child and Adolescent Psychiatry in the Department of Psychiatry, The New York State Psychiatric Institute and The College of Physicians & Surgeons, Columbia University, 1051 Riverside Drive, Unit 74, New York, NY 10032, USA.
| | - Guillermo Horga
- Division of Translational Neuroimaging in the Department of Psychiatry, The New York State Psychiatric Institute and the College of Physicians & Surgeons, Columbia University, New York, NY, USA.
| | - Jianping Qiao
- Division of Epidemiology in the Department of Psychiatry, the New York State Psychiatric Institute and the College of Physicians & Surgeons, Columbia University, 1051 Riverside Drive Unit 24, New York, NY 10032, USA.
| | - Virginia Warner
- College of Physics and Electronics, Shandong Normal University, Jinan, China.
| | - Myrna M Weissman
- College of Physics and Electronics, Shandong Normal University, Jinan, China.
| | - Bradley S Peterson
- Institute for the Developing Mind, Children's Hospital Los Angeles, Keck School of Medicine at the University of Southern California, 4650 Sunset Blvd. MS#135, Los Angeles, CA 90027, USA.
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13
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Shoemaker EZ, Tully LM, Niendam TA, Peterson BS. The Next Big Thing in Child and Adolescent Psychiatry: Interventions to Prevent and Intervene Early in Psychiatric Illnesses. Psychiatr Clin North Am 2015; 38:475-94. [PMID: 26300034 DOI: 10.1016/j.psc.2015.05.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The last two decades have marked tremendous progress in our ability to prevent and intervene early in psychiatric illnesses. The interventions described in this article range from established, empirically-supported treatments to creative interventions early in their development and deployment. Some of these interventions are low-technology programs delivered in social settings (such as schools), and some rely on sophisticated emerging technologies such as neuroimaging. This article reviews 4 preventative interventions: 1) The use of structural brain imaging to identify children at risk for familial depression who are most likely to benefit from preventative cognitive behavioral therapy 2) The Good Behavior Game, a school based program that, when implemented in 1st grade classrooms, cut the incidence of substance use disorders in students in half when those students were 19 years old, 3) The SPARX video game, which has the potential to be an accessible, appealing, and cost-effective treatment for the thousands of teens affected by mild to moderate depressive disorders, and 4) Intensive psychosocial treatments which can reduce the progression of from the ultra high risk state to the first episode psychosis by 50% over 12 months. All of these interventions have tremendous potential to reduce the suffering and disability caused by psychiatric illness to both children and adults.
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Affiliation(s)
- Erica Z Shoemaker
- Department of Psychiatry and Behavioral Sciences, University of Southern California, 2250 Alcazar Street, Suite 2200, Los Angeles, CA 90033, USA.
| | - Laura M Tully
- Department of Psychiatry, UC Davis Imaging Research Center, University of California, Davis, 4701 X Street, Suite E, Sacramento, CA 95817, USA
| | - Tara A Niendam
- Department of Psychiatry, UC Davis Imaging Research Center, University of California, Davis, 4701 X Street, Suite E, Sacramento, CA 95817, USA
| | - Bradley S Peterson
- Institute for the Developing Mind, Children's Hospital Los Angeles, University of Southern California, 4650 Sunset Boulevard, MS# 135, Los Angeles, CA 90027, USA
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14
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Coplan JD, Fathy HM, Jackowski AP, Tang CY, Perera TD, Mathew SJ, Martinez J, Abdallah CG, Dwork AJ, Pantol G, Carpenter D, Gorman JM, Nemeroff CB, Owens MJ, Kaffman A, Kaufman J. Early life stress and macaque amygdala hypertrophy: preliminary evidence for a role for the serotonin transporter gene. Front Behav Neurosci 2014; 8:342. [PMID: 25339875 PMCID: PMC4186477 DOI: 10.3389/fnbeh.2014.00342] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2014] [Accepted: 09/11/2014] [Indexed: 01/24/2023] Open
Abstract
Background: Children exposed to early life stress (ELS) exhibit enlarged amygdala volume in comparison to controls. The primary goal of this study was to examine amygdala volumes in bonnet macaques subjected to maternal variable foraging demand (VFD) rearing, a well-established model of ELS. Preliminary analyses examined the interaction of ELS and the serotonin transporter gene on amygdala volume. Secondary analyses were conducted to examine the association between amygdala volume and other stress-related variables previously found to distinguish VFD and non-VFD reared animals. Methods: Twelve VFD-reared and nine normally reared monkeys completed MRI scans on a 3T system (mean age = 5.2 years). Results: Left amygdala volume was larger in VFD vs. control macaques. Larger amygdala volume was associated with: “high” cerebrospinal fluid concentrations of corticotropin releasing-factor (CRF) determined when the animals were in adolescence (mean age = 2.7 years); reduced fractional anisotropy (FA) of the anterior limb of the internal capsule (ALIC) during young adulthood (mean age = 5.2 years) and timid anxiety-like responses to an intruder during full adulthood (mean age = 8.4 years). Right amygdala volume varied inversely with left hippocampal neurogenesis assessed in late adulthood (mean age = 8.7 years). Exploratory analyses also showed a gene-by-environment effect, with VFD-reared macaques with a single short allele of the serotonin transporter gene exhibiting larger amygdala volume compared to VFD-reared subjects with only the long allele and normally reared controls. Conclusion: These data suggest that the left amygdala exhibits hypertrophy after ELS, particularly in association with the serotonin transporter gene, and that amygdala volume variation occurs in concert with other key stress-related behavioral and neurobiological parameters observed across the lifecycle. Future research is required to understand the mechanisms underlying these diverse and persistent changes associated with ELS and amygdala volume.
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Affiliation(s)
- Jeremy D Coplan
- Department of Psychiatry and Behavioral Sciences, State University of New York, Downstate Medical Center Brooklyn, NY, USA
| | - Hassan M Fathy
- Department of Psychiatry and Behavioral Sciences, State University of New York, Downstate Medical Center Brooklyn, NY, USA
| | - Andrea P Jackowski
- Departamento de Psiquiatria, Neuroradiology, Universidade Federal de São Paulo São Paolo, Brazil
| | - Cheuk Y Tang
- Departments of Psychiatry, Neuroscience, and Radiology, Mount Sinai School of Medicine New York, NY, USA
| | - Tarique D Perera
- Psychiatry, New York State Psychiatric Institute New York, NY, USA
| | - Sanjay J Mathew
- Mental Health Care Line, Michael E. Debakey VA Medical Center Houston, TX, USA ; Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine Houston, TX, USA
| | - Jose Martinez
- Department of Psychiatry, Mount Sinai School of Medicine New York, NY, USA
| | - Chadi G Abdallah
- Department of Psychiatry, Yale University School of Medicine New Haven, CT, USA ; Clinical Neuroscience Division, National Center for PTSD West Haven, CT, USA
| | - Andrew J Dwork
- Department of Molecular Imaging and Neuropathology, New York State Psychiatric Institute New York, NY, USA ; Departmets of Psychiatry and Pathology and Cell Biology, College of Physicians and Surgeons of Columbia University New York, NY, USA
| | - Gustavo Pantol
- Departments of Psychiatry, Neuroscience, and Radiology, Mount Sinai School of Medicine New York, NY, USA
| | - David Carpenter
- Departments of Psychiatry, Neuroscience, and Radiology, Mount Sinai School of Medicine New York, NY, USA
| | - Jack M Gorman
- Comprehensive NeuroScience Corporation Westchester, NY, USA
| | - Charles B Nemeroff
- Department of Psychiatry and Behavioral Sciences, University of Miami Health Sytems Miami, FL, USA
| | - Michael J Owens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine Emory, GA, USA
| | - Arie Kaffman
- Department of Psychiatry, Yale University School of Medicine New Haven, CT, USA
| | - Joan Kaufman
- Clinical Neuroscience Division, National Center for PTSD West Haven, CT, USA ; Department of Psychiatry, Yale University School of Medicine New Haven, CT, USA
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15
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Buckow K, Quade M, Rienhoff O, Nussbeck SY. Changing requirements and resulting needs for IT-infrastructure for longitudinal research in the neurosciences. Neurosci Res 2014; 102:22-8. [PMID: 25152316 DOI: 10.1016/j.neures.2014.08.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 08/06/2014] [Accepted: 08/13/2014] [Indexed: 11/18/2022]
Abstract
The observation of growing "difficulties" in IT-infrastructures in neuroscience research during the last years led to a search for reasons and an analysis on how this phenomenon is reflected in the scientific literature. With a retrospective analysis of nine examples of multicenter research projects in the neurosciences and a literature review the observation was systematically analyzed. Results show that the rise in complexity mainly stems from two reasons: (1) more and more need for information on quality and context of research data (metadata) and (2) long-term requirements to handle the consent and identity/pseudonyms of study participants and biomaterials in relation to legal requirements. The combination of these two aspects together with very long study times and data evaluation periods are components of the subjectively perceived "difficulties". A direct consequence of this result is that big multicenter trials are becoming part of integrated research data environments and are not standing alone for themselves anymore. This drives up the resource needs regarding the IT-infrastructure in neuroscience research. In contrast to these findings, literature on this development is scarce and the problem probably underestimated.
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Affiliation(s)
- Karoline Buckow
- University Medical Center Göttingen, Department of Medical Informatics, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Matthias Quade
- University Medical Center Göttingen, Department of Medical Informatics, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Otto Rienhoff
- University Medical Center Göttingen, Department of Medical Informatics, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Sara Y Nussbeck
- University Medical Center Göttingen, Department of Medical Informatics, Robert-Koch-Str. 40, 37075 Göttingen, Germany.
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16
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Carvalho M, De Matos MG. Psychosocial determinants of mental health and risk behaviours in adolescents. Glob J Health Sci 2014; 6:22-35. [PMID: 25001551 PMCID: PMC4825241 DOI: 10.5539/gjhs.v6n4p22] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Accepted: 12/08/2013] [Indexed: 11/17/2022] Open
Abstract
This study aimed at identifying the prevalence of emotional problems among children and adolescents in Portugal. Gender, developmental aspects, their psychosocial determinants, and the time trends over 8 years were also explored. The three waves of a cross-sectional survey obtained from the HBSC nationally representative samples of 10-17 year old children and adolescents in 1998, 2002, and 2006, were used. Specific composite indexes included emotional and somatic symptoms, substances’ use, demographic and psychosocial factors. Girls reported more emotional symptoms, and boys reported more substances’ use. Emotional symptoms and substances’ use increased with age, in contrast school commitment and perception of safe neighbourhood decreased with age. With age, the communication with the family tends to become more difficult, while communication with the friends tends to become easier. Along the three waves, substances’ use and emotional symptoms have shown a general pattern of decrease. Results were discussed according to literature and their consequences for the understanding of emotional problems and substance use in childhood and adolescence. Mental health promotion includes both the prevention of emotional problems and risk behaviours; determinants include individual factors and a range of psychosocial factors. Mental health problems have a huge impact on adolescents’ well-being; however it is often a poorer area of intervention in school based interventions. Gender differences are highlighted.
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Affiliation(s)
- Marina Carvalho
- ISMAT Department of Psychology; Mental Health Department of CHBA; Centre of Malaria and Tropical Diseases - Associate Laboratory.
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17
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Peterson BS, Wang Z, Horga G, Warner V, Rutherford B, Klahr KW, Graniello B, Wickramaratne P, Garcia F, Yu S, Hao X, Adams PB, Qian M, Liu J, Gerber A, Weissman MM. Discriminating risk and resilience endophenotypes from lifetime illness effects in familial major depressive disorder. JAMA Psychiatry 2014; 71:136-48. [PMID: 24369340 PMCID: PMC3965257 DOI: 10.1001/jamapsychiatry.2013.4048] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
IMPORTANCE The neural systems that confer risk or vulnerability for developing familial depression, and those that protect against or confer resilience to becoming ill, can be disentangled from the effects of prior illness by comparing brain imaging measures in previously ill and never ill persons who have either a high or low familial risk for depression. OBJECTIVE To distinguish risk and resilience endophenotypes for major depression from the effects of prior lifetime illness. DESIGN, SETTING, AND PARTICIPANTS We used functional magnetic resonance imaging to measure and compare brain function during performance of an attentional, self-regulatory task across a large sample of multigenerational families ascertained specifically to be at either high or low risk for developing major depression. Study procedures were performed in a university setting. A total of 143 community participants were followed up prospectively for more than 20 years in a university setting. The sample was enriched with persons who were at higher or lower familial risk for developing depression based on being biological offspring of either a clinical sample of persons with major depression or a community control sample of persons with no discernible lifetime illness. MAIN OUTCOMES AND MEASURES Task-related change in blood oxygen level-dependent functional magnetic resonance imaging signal. RESULTS A risk endophenotype included greater activation of cortical attention circuits. A resilience endophenotype included greater activation of the dorsal anterior cingulate cortex. The effects of prior lifetime illness were common to both risk groups and included greater deactivation of default-mode circuits. CONCLUSIONS AND RELEVANCE These findings identify neural systems that increase risk for depression, those that protect from illness, and those that endure following illness onset, and they suggest circuits to target for developing novel preventive and therapeutic interventions.
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Affiliation(s)
- Bradley S. Peterson
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Zhishun Wang
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Guillermo Horga
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Virginia Warner
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Bret Rutherford
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Kristin W. Klahr
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Barbara Graniello
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Priya Wickramaratne
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Felix Garcia
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Shan Yu
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Xuejun Hao
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Phillip B. Adams
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Ming Qian
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Jun Liu
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Andrew Gerber
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
| | - Myrna M. Weissman
- Columbia College of Physicians and Surgeons, and New York State Psychiatric Institute, New York
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Pizeta FA, Silva TBF, Cartafina MIB, Loureiro SR. Depressão materna e riscos para o comportamento e a saúde mental das crianças: uma revisão. ESTUDOS DE PSICOLOGIA (NATAL) 2013. [DOI: 10.1590/s1413-294x2013000300003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
A depressão materna tem sido considerada um fator de risco para a saúde mental das crianças. Objetivou-se identificar e analisar na literatura indexada artigos empíricos recentes (2005 a 2012), que abordaram as associações da depressão materna ao comportamento e à saúde mental de crianças, escolares. Procedeu-se a uma busca sistemática nas bases PubMed, PsycInfo e LILACS, por meio das palavras-chave "Maternal Depression or Depression" e "Risk Factors". Foram selecionados e analisados 68 artigos, 23 transversais e 45 longitudinais. Independentemente dos delineamentos adotados, a depressão materna mostrou-se associada à presença de dificuldades emocionais e comportamentais em geral, de manifestações depressivas e de ansiedade. Além da depressão materna, outras variáveis contextuais mostraram-se associadas às dificuldades das crianças. O reconhecimento da ação de múltiplas variáveis permitiu a verificação de indicadores diversos, o que pode favorecer o planejamento de intervenções.
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Talati A, Weissman MM, Hamilton SP. Using the high-risk family design to identify biomarkers for major depression. Philos Trans R Soc Lond B Biol Sci 2013; 368:20120129. [PMID: 23440463 DOI: 10.1098/rstb.2012.0129] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
The familial nature of major depressive disorder (MDD) is now well recognized. We followed children and grandchildren of probands with and without MDD to examine transmission of depression over generations, and to identify early vulnerability markers prior to the onset of disease. The study now includes three generations and five completed assessment waves spanning 25 years, with a sixth wave underway. Beginning with the fourth wave, we collected measures of brain structure (magnetic resonance imaging, MRI) and physiology (electroencephalography, EEG) and DNA in order to examine at a biological level why the offspring of depressed parents were at higher risk. In this paper, we provide an overview of the study design, the main findings, including new data, and the role of the high-risk design in translational research. We demonstrate that offspring of depressed parents ('high-risk'), when compared with those of non-depressed parents ('low-risk'), were at increased risk for depressive and anxiety disorders, with anxiety appearing earlier and being a predisposing factor for MDD. Offspring with two generations previously affected were at greatest risk. Thinning of the cortical mantle (MRI) and reduced resting-state activity (EEG) within the right parieto-temporal hemisphere differentiated high- from low-risk offspring, regardless of whether the offspring had MDD, suggesting that these measures might serve as familial trait markers for depression and related syndromes. The high- and low-risk offspring also differed by serotonin transporter promoter length polymorphism genotypes, even though the same genotypes were not associated with the presence of MDD. The high-risk epidemiological design appears to be a particularly valuable asset in translational research as it allows targeting of biological processes that emerge prior to the onset of disease, and identifies individuals at high risk for the disorder who may carry the trait or marker but not yet be affected.
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Affiliation(s)
- Ardesheer Talati
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, NY 10032, USA.
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20
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Managing sensitive phenotypic data and biomaterial in large-scale collaborative psychiatric genetic research projects: practical considerations. Mol Psychiatry 2012; 17:1180-5. [PMID: 22392033 DOI: 10.1038/mp.2012.11] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Large-scale collaborative research will be a hallmark of future psychiatric genetic research. Ideally, both academic and non-academic institutions should be able to participate in such collaborations to allow for the establishment of very large samples in a straightforward manner. Any such endeavor requires an easy-to-implement information technology (IT) framework. Here we present the requirements for a centralized framework and describe how they can be met through a modular IT toolbox.
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Baptista MN, Carneiro AM. Validade da escala de depressão: relação com ansiedade e stress laboral. ESTUDOS DE PSICOLOGIA (CAMPINAS) 2011. [DOI: 10.1590/s0103-166x2011000300006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Considerando os dados estatísticos que indicam a depressão como um dos transtornos que mais acometem as pessoas na atualidade e a carência de instrumentos construídos no Brasil sobre o tema, este estudo teve como objetivo buscar evidências de validade para um conjunto de indicadores, inicialmente denominado Escala de Depressão, baseado na relação com outras variáveis, no caso, o Inventário de Ansiedade de Beck e a Escala de Vulnerabilidade ao Estresse no Trabalho. Participaram desta pesquisa 121 estudantes universitários do interior do Estado de São Paulo que exerciam alguma função laboral. Os participantes responderam coletivamente a um questionário de identificação juntamente com a Escala de Depressão, o Inventário de Ansiedade de Beck e a Escala de Vulnerabilidade ao Estresse no Trabalho. Os resultados apontaram correlações positivas entre os sintomas depressivos com ansiedade e stress laboral, o que vem ao encontro da literatura nacional e internacional.
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Weissman MM, Brown AS, Talati A. Translational epidemiology in psychiatry: linking population to clinical and basic sciences. ACTA ACUST UNITED AC 2011; 68:600-8. [PMID: 21646577 DOI: 10.1001/archgenpsychiatry.2011.47] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Translational research generally refers to the application of knowledge generated by advances in basic sciences research translated into new approaches for diagnosis, prevention, and treatment of disease. This direction is called bench-to-bedside. Psychiatry has similarly emphasized the basic sciences as the starting point of translational research. This article introduces the term translational epidemiology for psychiatry research as a bidirectional concept in which the knowledge generated from the bedside or the population can also be translated to the benches of laboratory science. Epidemiologic studies are primarily observational but can generate representative samples, novel designs, and hypotheses that can be translated into more tractable experimental approaches in the clinical and basic sciences. This bedside-to-bench concept has not been explicated in psychiatry, although there are an increasing number of examples in the research literature. This article describes selected epidemiologic designs, providing examples and opportunities for translational research from community surveys and prospective, birth cohort, and family-based designs. Rapid developments in informatics, emphases on large sample collection for genetic and biomarker studies, and interest in personalized medicine--which requires information on relative and absolute risk factors--make this topic timely. The approach described has implications for providing fresh metaphors to communicate complex issues in interdisciplinary collaborations and for training in epidemiology and other sciences in psychiatry.
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Affiliation(s)
- Myrna M Weissman
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY 10032, USA.
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23
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Jovanovic T, Smith A, Kamkwalala A, Poole J, Samples T, Norrholm SD, Ressler KJ, Bradley B. Physiological markers of anxiety are increased in children of abused mothers. J Child Psychol Psychiatry 2011; 52:844-52. [PMID: 21501167 PMCID: PMC3134615 DOI: 10.1111/j.1469-7610.2011.02410.x] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND A growing number of studies indicate that low income, African American men and women living in urban environments are at high risk for trauma exposure, which may have intergenerational effects. The current study employed psychophysiological methods to describe biomarkers of anxiety in children of traumatized mothers. METHODS Study participants were recruited from a highly traumatized urban population, comprising mother-child pairs (n=36) that included school-age children. Mothers were assessed for childhood abuse with the Childhood Trauma Questionnaire, as well as symptoms of depression and posttraumatic stress disorder (PTSD). The children were measured for dark-enhanced startle responses and heart-rate variability. RESULTS Dark-enhanced startle was found to be higher in children whose mothers had high levels of childhood physical abuse, as compared to children whose mothers had low levels of physical abuse. During the habituation phase of the startle experiment, children whose mothers had high levels of childhood emotional abuse had higher sympathetic system activation compared to children of mothers with low emotional abuse. These effects remained significant after accounting for maternal symptoms of PTSD and depression, as well as for the child's trauma exposure. CONCLUSION These results demonstrate that children of mothers who have history of childhood physical and emotional abuse have higher dark-enhanced startle as well as greater sympathetic nervous system activation than children of mothers who do not report a history of childhood physical and emotional abuse, and emphasize the utility of physiological measures as pervasive biomarkers of psychopathology that can easily be measured in children.
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Affiliation(s)
- Tanja Jovanovic
- Emory University School of Medicine, Dept of Psychiatry and Behavioral Sciences, Atlanta, GA 30303, USA.
| | - Ami Smith
- Emory University School of Medicine, Dept of Psychiatry and Behavioral SciencesAtlanta, GA, USA
| | - Asante Kamkwalala
- Emory University School of Medicine, Dept of Psychiatry and Behavioral SciencesAtlanta, GA, USA
| | - James Poole
- Emory University School of Medicine, Dept of Psychiatry and Behavioral SciencesAtlanta, GA, USA
| | - Tara Samples
- Emory University School of Medicine, Dept of Psychiatry and Behavioral SciencesAtlanta, GA, USA,Fielding Graduate UniversitySanta Barbara, CA, USA
| | - Seth D Norrholm
- Emory University School of Medicine, Dept of Psychiatry and Behavioral SciencesAtlanta, GA, USA,Atlanta VA Medical Center, Mental Health ServiceDecatur, GA, USA
| | - Kerry J Ressler
- Emory University School of Medicine, Dept of Psychiatry and Behavioral SciencesAtlanta, GA, USA,Howard Hughes Medical InstituteBethesda, MD, USA,Yerkes National Primate Research CenterAtlanta, GA, USA
| | - Bekh Bradley
- Emory University School of Medicine, Dept of Psychiatry and Behavioral SciencesAtlanta, GA, USA,Atlanta VA Medical Center, Mental Health ServiceDecatur, GA, USA
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Leventhal AM, Pettit JW, Lewinsohn PM. Familial influence of substance use disorder on emotional disorder across three generations. Psychiatry Res 2011; 185:402-7. [PMID: 20825999 PMCID: PMC3150707 DOI: 10.1016/j.psychres.2010.08.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2009] [Revised: 08/12/2010] [Accepted: 08/16/2010] [Indexed: 11/17/2022]
Abstract
The concomitant influence of grandparental (Generation 1; G1) and parental (G2) substance use disorder (SUD) on grandchild (G3) emotional disorder (EmD) across three generations is unclear. The present study addressed this in a sample of 284 families participating in the Oregon Adolescent Depression Project. Structured clinical interviews were used to collect psychiatric history data on a community cohort of G2 individuals and their G1 parents. G2 parents rated EmD symptoms in their G3 children (M age=5 years, SD=2.4). Results indicated that G1 SUD was associated with increased risk of G3 EmD symptom elevations, above and beyond the influence of comorbid G1 EmD. G2 SUD was associated with a similar independent increase in risk for G3 EmD symptoms. Also, G1 SUD conferred risk for G2 SUD. Mediational tests indicated that the influence of G1 SUD on G3 EmD was transmitted via its influence on G2 SUD. G1 and G2 SUD did not interact in predicting G3 EmD; rather results suggested an additive influence. There was no evidence that the influence of G1 SUD on G3 EmD was transmitted via G2 EmD. These findings shed light on the multigenerational processes through which SUD influences EmD.
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Affiliation(s)
- Adam M Leventhal
- Department of Preventive Medicine, University of Southern California Keck School of Medicine, Los Angeles, CA, USA.
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Olino TM, Klein DN, Dyson MW, Rose SA, Durbin CE. Temperamental emotionality in preschool-aged children and depressive disorders in parents: associations in a large community sample. JOURNAL OF ABNORMAL PSYCHOLOGY 2010; 119:468-78. [PMID: 20677836 DOI: 10.1037/a0020112] [Citation(s) in RCA: 106] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Researchers and clinicians have long hypothesized that there are temperamental vulnerabilities to depressive disorders. Despite the fact that individual differences in temperament should be evident in early childhood, most studies have focused on older youth and adults. We hypothesized that if early childhood temperament is a risk factor for depressive disorders, it should be associated with better established risk markers, such parental depression. Hence, we examined the associations of laboratory-assessed positive emotionality (PE), negative emotionality (NE), and behavioral inhibition (BI) with semistructured interview-based diagnoses of parental depressive disorders in a community sample of 536 3-year old children. Children with higher levels of NE and BI had higher probabilities of having a depressed parent. However, both main effects were qualified by interactions with child PE. At high and moderate (but not low) levels of child PE, greater NE and BI were associated with higher rates of parental depression. Conversely, at low (but not high and moderate) levels of child NE, low PE was associated with higher rates of parental depression. Child temperament was not associated with parental anxiety and substance use disorders. These findings indicate that laboratory-assessed temperament in young children is associated with parental depressive disorders; however, the relations are complex, and it is important to consider interactions between temperament dimensions rather than focusing exclusively on main effects.
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Affiliation(s)
- Thomas M Olino
- Western Psychiatric Institute and Clinic, 3811 O'Hara Street, Pittsburgh, PA 15213, USA.
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