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Yang M, Wei W, Ren L, Pu Z, Zhang Y, Li Y, Li X, Wu S. How loneliness linked to anxiety and depression: a network analysis based on Chinese university students. BMC Public Health 2023; 23:2499. [PMID: 38093295 PMCID: PMC10720215 DOI: 10.1186/s12889-023-17435-4] [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: 09/11/2023] [Accepted: 12/07/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND There is conclusive evidence of a multifaceted and bidirectional relationship between loneliness and depression and anxiety. Nonetheless, more extensive research is needed to examine their relationships at a more granular level. This study employed a network analysis approach to identify the pathological mechanisms underpinning those relationships and to identify important bridge nodes as potential targets for intervention. METHODS 941 University students were included in this study. The ULS-6 (the short-form UCLA Loneliness Scale) was used to assess loneliness, the PHQ-9 (Patient Health questionnaire-9) and GAD-7 (Generalized anxiety disorder 7-item) scales were used to assess the symptoms of depression and anxiety. We constructed two network structures of loneliness-anxiety and loneliness-depression and computed bridge expected influence for each symptom. In addition, we showed a flow network of "Suicide" containing symptoms of depression and loneliness. RESULTS All edges were positive in both networks constructed and the strongest edges were present within disorder communities. The overall connection between loneliness and depression was stronger compared to anxiety. The results demonstrated that the loneliness item "People are around me but not with me" was identified as bridge symptom in both networks. Furthermore, "Suicide" was directly connected to five symptoms of depression and four items of loneliness, with the strongest connections being between it and "Feeling of worthlessness" and "Psychomotor agitation/retardation". CONCLUSIONS Our findings provide a more nuanced explanation of the link between loneliness and depression and anxiety. The results identified the bridge symptom "People are around me but not with me", which had the strongest effect on enhancing symptoms of depression and anxiety. Clinical improvements based on the findings of this study and the impact of the intervention are discussed.
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Affiliation(s)
- Mengyuan Yang
- Department of Military Medical Psychology, Air Force Medical University, 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Wenwen Wei
- Department of Military Medical Psychology, Air Force Medical University, 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Lei Ren
- Military Psychology Section, Logistics University of PAP, Tianjin, 300309, China
- Military Mental Health Services & Research Center, Tianjin, 300309, China
| | - Zhaojun Pu
- Department of Military Medical Psychology, Air Force Medical University, 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Yuanbei Zhang
- Department of Military Medical Psychology, Air Force Medical University, 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Yu Li
- Academic Affairs Office, Air Force Medical University, 169 West Changle Road, Xi'an, 710032, Shaanxi, China
| | - Xinhong Li
- Department of General Medicine, Tangdu Hospital, Xi'an, 712046, Shaanxi, China.
| | - Shengjun Wu
- Department of Military Medical Psychology, Air Force Medical University, 169 West Changle Road, Xi'an, 710032, Shaanxi, China.
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Yun JY, Myung SJ, Kim KS. Associations among the workplace violence, burnout, depressive symptoms, suicidality, and turnover intention in training physicians: a network analysis of nationwide survey. Sci Rep 2023; 13:16804. [PMID: 37798353 PMCID: PMC10556140 DOI: 10.1038/s41598-023-44119-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 10/04/2023] [Indexed: 10/07/2023] Open
Abstract
Depression and anxiety are the most common mental disorders among physicians, who have a greater risk of suicide than those in other professional occupations. Relationships among a demanding workload, workplace violence, burnout, and intention to turnover have also been reported. The current study examined the principal components and propagating patterns of mental health and working environment interactions in training physicians. A total of 1981 training physicians completed online self-report questionnaires during September-October (midpoint of the training year) 2020. Regularized partial correlations in a mixed graphical model (MGM) and joint probability distributions (directed acyclic graph; DAG) were estimated for four subtypes of workplace violence (verbal abuse/physical violence perpetrated by clients/hospital staff), three burnout subdomains (Maslach Burnout Inventory), thoughts about quitting, and nine depressive symptoms, including suicidality, comprising the DSM-5 diagnostic criteria for major depressive disorder (assessed using the Patient Health Questionnaire-9). Thoughts of death/self-harm showed directional dependencies on the joint probability distributions of psychomotor agitation/retardation, concentration difficulty, self-reproach, and sadness in the DAG. In the MGM, a partial correlation with psychomotor agitation/retardation (r = 0.196) accounted for 56.5% of the variance in thoughts of death/self-harm. Partial correlations with concentration difficulties (r = 0.294), self-reproach (r = 0.257), changes in appetite (r = 0.184), and worker-on-worker physical violence (r = 0.240) in the MGM accounted for 54.4% of the variance in psychomotor agitation/retardation. Thoughts about quitting were partially correlated with and dependent upon the joint probability distributions of emotional exhaustion (r = 0.222), fatigue (r = 0.142), anhedonia (r = 0.178), and sadness (r = 0.237). In contrast, worker-on-worker (r = 0.417) and client-on-physician (r = 0.167) verbal abuse had regularized partial correlations with directional dependencies on thoughts about quitting. Organization-level interventions aiming to reduce the worker-on-worker violence and individual-level approaches of clinical screening program and psychiatric counseling clinic are required. Follow-up studies to verify the effectiveness of these interventions for training physicians are needed.
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Affiliation(s)
- Je-Yeon Yun
- Department of Psychiatry, Seoul National University Hospital, Seoul, Republic of Korea
- Yeongeon Student Support Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sun Jung Myung
- Office of Medical Education, Seoul National University College of Medicine, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
| | - Kyung Sik Kim
- Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
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More than the aggregation of its components: Unveiling the associations between anxiety, depression, and suicidal behavior in adolescents from a network perspective. J Affect Disord 2023; 326:66-72. [PMID: 36708958 DOI: 10.1016/j.jad.2023.01.081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 01/15/2023] [Accepted: 01/21/2023] [Indexed: 01/27/2023]
Abstract
BACKGROUND Facing multiple changes, adolescents are prone to have anxiety and depression concurrently, which would accompany a particularly high risk for suicide. However, most previous studies have ignored the heterogeneity of the components and used latent variable methods to explore the associations between these core variables, resulting in a lack of component-level discussions. METHOD Using a large sample of 9300 adolescents (Meanage = 13.51; SDage = 1.33; 49.82 % females), two network pathways of anxiety and depression and the associations between these variables and suicidal behavior were constructed. The central components and the stability of both networks were also identified. RESULTS Considering the network of anxiety and depression, there were two strong bridging symptoms of sleep problems and palpitation or tachycardia. The symptoms of depression showed a more vital centrality than anxiety, and the central symptoms were tachycardia, worthlessness, fatigue, and feeling of choking. For the network of suicidal behavior and symptoms of anxiety and depression, besides sleep problems, the edge linking lifetime suicide ideation and attempt and the frequency of suicide ideation in the past year was also a strong edge. Worthlessness connected symptoms of anxiety and depression with suicidal behavior. The central components were tachycardia, worthlessness, the frequency of suicidal ideation over the past year, and fatigue. Additionally, both networks had higher stability in terms of edge and centrality. CONCLUSION Based on the identified relevant strong bridging and central components, effective therapies would target these components first, which would lead to the alleviating effects on other components.
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Zhao Y, Qu D, Chen S, Chi X. Network analysis of internet addiction and depression among Chinese college students during the COVID-19 pandemic: A longitudinal study. COMPUTERS IN HUMAN BEHAVIOR 2023; 138:107424. [PMID: 35945974 PMCID: PMC9352366 DOI: 10.1016/j.chb.2022.107424] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 07/21/2022] [Accepted: 07/29/2022] [Indexed: 11/25/2022]
Abstract
Background There has been growing evidence of comorbidity between internet addiction and depression in youth during the COVID-19 period. According to the network theory, this may arise from the interplay of symptoms shared by these two mental disorders. Therefore, we examined this underlying process by measuring the changes in the central and bridge symptoms of the co-occurrence networks across time. Methods A total of 852 Chinese college students were recruited during two waves (T1: August 2020; T2: November 2020), and reported their internet addiction symptoms and depressive symptoms. Network analysis was utilized for the statistical analysis. Results The internet addiction symptoms "escape" and "irritable," and depression symptoms "energy" and "guilty" were the central symptoms for both waves. At the same time, "guilty" and "escape" were identified as bridge symptoms. Notably, the correlation between "anhedonia" and "withdrawal" significantly increased, and that between "guilty" and "escape" significantly decreased over time. Conclusions This study provides novel insights into the central features of internet addiction and depression during the two stages. Interestingly, "guilty" and "escape," two functions of the defense mechanism, are identified as bridge symptoms. These two symptoms are suggested to activate the negative feedback loop and further contribute to the comorbidity between internet addiction and depression. Thus, targeting interventions on these internalized symptoms may contribute to alleviating the level of comorbidity among college students.
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Affiliation(s)
- Yue Zhao
- School of Psychology, Shenzhen University, Shenzhen, Guangdong, 518061, China,Center for Mental Health, Shenzhen University, Shenzhen, Guangdong, 518061, China
| | - Diyang Qu
- Vanke School of Public Health, Tsinghua University, Beijing, 100091, China
| | - Shiyun Chen
- University College London Institute of Education, London, WC1H0AL, United Kingdom
| | - Xinli Chi
- School of Psychology, Shenzhen University, Shenzhen, Guangdong, 518061, China,Center for Mental Health, Shenzhen University, Shenzhen, Guangdong, 518061, China,Corresponding author. Institution: School of Psychology, Shenzhen University, Center for Mental Health, Shenzhen University, Shenzhen, Guangdong, China, Shenzhen, Guangdong, 518061, China
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Yang T, Guo Z, Cao X, Zhu X, Zhou Q, Li X, Wang H, Wang X, Wu L, Wu S, Liu X. Network analysis of anxiety and depression in the functionally impaired elderly. Front Public Health 2022; 10:1067646. [PMID: 36530716 PMCID: PMC9751796 DOI: 10.3389/fpubh.2022.1067646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 11/14/2022] [Indexed: 12/05/2022] Open
Abstract
Background Evidence from previous studies has confirmed that functionally impaired elderly individuals are susceptible to comorbid anxiety and depression. Network theory holds that the comorbidity emerges from interactions between anxiety and depression symptoms. This study aimed to investigate the fine-grained relationships among anxiety and depression symptoms in the functionally impaired elderly and identify central and bridge symptoms to provide potential targets for intervention of these two comorbid disorders. Methods A total of 325 functionally impaired elderly individuals from five communities in Xi'an, China, were recruited for our investigation. The GAD-7 and PHQ-9 were used to measure anxiety and depression, respectively. SPSS 22.0 software was used for descriptive statistics, and R 4.1.1 software was used for network model construction, expected influence (EI) evaluation and bridge expected influence (BEI) evaluation. Results In the network, there were 35 edges (indicating partial correlations between symptoms) across the communities of anxiety and depression, among which the strongest edge was A1 "Nervousness or anxiety"-D2 "Depressed or sad mood." A2 "Uncontrollable worry" and D2 "Depressed or sad mood" had the highest EI values in the network, while A6 "Irritable" and D7 "Concentration difficulties" had the highest BEI values of their respective community. In the flow network, the strongest direct edge of D9 "Thoughts of death" was with D6 "Feeling of worthlessness." Conclusion Complex fine-grained relationships exist between anxiety and depression in functionally impaired elderly individuals. "Uncontrollable worry," "depressed or sad mood," "irritable" and "concentration difficulties" are identified as the potential targets for intervention of anxiety and depression. Our study emphasizes the necessity of suicide prevention for functionally impaired elderly individuals, and the symptom "feeling of worthlessness" can be used as an effective target.
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Affiliation(s)
- Tianqi Yang
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China
| | - Zhihua Guo
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China
| | - Xiaoqin Cao
- Xijing Hospital, Air Force Medical University, Shaanxi, China
| | - Xia Zhu
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China
| | - Qin Zhou
- Xijing Hospital, Air Force Medical University, Shaanxi, China
| | - Xinhong Li
- Tangdu Hospital, Air Force Medical University, Shaanxi, China
| | - Hui Wang
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China
| | - Xiuchao Wang
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China
| | - Lin Wu
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China
| | - Shengjun Wu
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China,Shengjun Wu
| | - Xufeng Liu
- Department of Military Medical Psychology, Air Force Medical University, Shaanxi, China,*Correspondence: Xufeng Liu
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Subthreshold lifetime depression and anxiety are associated with increased lifetime suicide attempts: A Korean nationwide study. J Affect Disord 2022; 302:170-176. [PMID: 35038481 DOI: 10.1016/j.jad.2022.01.046] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 01/07/2022] [Accepted: 01/10/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND Subthreshold depression and anxiety are highly prevalent and known to be associated with functional limitations and future onset of major depression or anxiety disorders. However, studies regarding suicidality at subthreshold levels of depression and anxiety are limited. METHODS A total of 17,639 Koreans aged from 18 to 64 responded to the Korean version of the WHO-composite international diagnostic interview (K-CIDI) version 2.1 between 2006 and 2016. Prevalence of subthreshold depression and anxiety, and information on lifetime suicide attempt (SA) were assessed. Multivariable logistic regression was performed to calculate the risk of SA by the level of depression or anxiety. RESULTS The risk of lifetime SA increased incrementally according to the level of depression and anxiety. In the subthreshold depression group, individuals with subthreshold anxiety increased the odds about threefold (OR = 3.15, 95% CI 3.12-3.18) and the threshold anxiety disorder group increased the odds about fivefold (OR = 5.33, 95% CI 5.27-5.38) for SA, compared to the group without any level of anxiety. In threshold depressive disorder, the subthreshold anxiety group showed about 1.8-fold higher odds (OR = 1.76, 95% CI 1.75-1.77) and the threshold anxiety disorder group showed threefold higher odds (OR = 2.93, 95% CI 2.92-2.95) for SA compared to the group without any level of anxiety. CONCLUSIONS Subthreshold levels of depression and anxiety were prevalent among Koreans and were associated with an increased prevalence of lifetime SA. A detailed assessment of depression and anxiety symptoms according to their level should be performed on a diagnostic continuum to prevent suicide.
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Katzenmajer-Pump L, Komáromy D, Balázs J. The importance of recognizing worthlessness for suicide prevention in adolescents with Attention-deficit/hyperactivity disorder. Front Psychiatry 2022; 13:969164. [PMID: 36458127 PMCID: PMC9705741 DOI: 10.3389/fpsyt.2022.969164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 10/31/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is one of the most common psychiatric diagnoses among children and adolescents. Depression and general anxiety disorder (GAD) are often co-occurring with ADHD among children and adolescents. Previous studies have found that ADHD, depression and GAD are all strongly correlated with suicidal thoughts and planning. AIM The current study aimed to further explore the association between ADHD, GAD and depressive symptoms as well as their association with suicidal thoughts and planning among adolescents. METHOD Adolescents with ADHD diagnosis were involved from child psychiatry outpatient clinics and adolescents without a psychiatric treatment or diagnosis were enrolled from high schools in Hungary. The Mini International Neuropsychiatric Interview for Children and Adolescents was used to evaluate psychiatric symptoms and disorders as well as suicidal thoughts and planning. Regularized psychological networks were used to investigate the associations. RESULTS Altogether 185 adolescents (58 females and 127 males; mean age 14.79 years, SD = 1.48), 89 with ADHD and 96 without ADHD were enrolled. Depression symptom worthlessness was directly related to suicidal thoughts and planning, CI95 of the logit B between worthlessness and suicidal thought (0.72, 1.66). Both ADHD and anxiety were indirectly related to suicidal thoughts and planning through depression: CI95 of the logit B between being disorganized and feeling worthless is (0.38, 3.02), and CI95 of the logit B between being distressed and feeling worthless is (0.57, 2.52). CONCLUSIONS This study draws the attention of clinicians to the importance of recognizing "worthlessness" for suicide prevention in adolescents with ADHD. Furthermore, the results support previous studies, whereby symptoms of depression and anxiety mediate the relationship between ADHD and suicidal thoughts and planning. These results highlight the importance of ADHD comorbidities with depression and GAD and their effect on suicidal thoughts and planning.
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Affiliation(s)
- Luca Katzenmajer-Pump
- Doctoral School of Psychology, Institute of Psychology, Eötvös Loránd University, Budapest, Hungary
| | - Dániel Komáromy
- Department of Developmental and Clinical Child Psychology, Institute of Psychology, Eötvös Loránd University, Budapest, Hungary.,Department of Behavioral and Movement Sciences, Vrije Universiteit, Amsterdam, Netherlands.,Faculty of Social and Behavioural Sciences, University of Amsterdam, Amsterdam, Netherlands
| | - Judit Balázs
- Department of Developmental and Clinical Child Psychology, Institute of Psychology, Eötvös Loránd University, Budapest, Hungary.,Department of Psychology, Oslo New University College, Oslo, Norway
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Li XY, Tabarak S, Su XR, Qin Z, Chai Y, Zhang S, Wang KQ, Guan HY, Lu SL, Chen YN, Chen HM, Zhao L, Lu YX, Li SX, Zhang XY. Identifying clinical risk factors correlate with suicide attempts in patients with first episode major depressive disorder. J Affect Disord 2021; 295:264-270. [PMID: 34482058 DOI: 10.1016/j.jad.2021.08.028] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 08/07/2021] [Accepted: 08/18/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Major depressive disorder (MDD) is the most common mental disorder associated with suicide attempts. When a patient first visits the clinic, clinicians are often expected to make concrete diagnose about acute suicidal risk. However, the timeliness of suicide attempts correlates with patients with MDD has not been tested. METHODS We divided 1718 first-episode and untreated MDD outpatients into those who did not have suicide attempts (non-attempts), recent suicide attempters (≤14 days before assessment) and long - dated suicide attempters (> 30 days before assessment). Positive Symptom Scale of Positive and Negative Syndrome Scale (PANSS), the 17-item Hamilton Depression Scale, 14 - item Hamilton Anxiety Scale, and clinical global impression of severity scale (CGI-S) was assessed. Body mass index, some glycolipid metabolism and thyroid hormone parameters were measured. A gradient-boosted decision trees statistical model was used to generate equally weighted classification for distinguishing recent and long - dated suicide attempters from non-attempts. RESULTS The classifier identified higher excitement, hostility, anxiety, depression symptoms and higher free thyroxine (FT4) as risk factors for recent suicide attempters with an estimated accuracy of 87% (sensitivity, 59.1%; specificity, 61.2 %). For long - dated suicide attempters' risk factors, single status, higher anxiety and hostility symptoms, higher LDLC and lower BMI, the estimated accuracy was 88% (sensitivity, 52.8%; specificity, 49.6%). CONCLUSIONS Risk factors for suicide attempt among patients with MDD can be identified by integrating demographic, clinical, and biological variables as early as possible during the first time see a doctor.
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Affiliation(s)
- Xiao-Yan Li
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Serik Tabarak
- Peking-Tsinghua Center for Life Sciences and PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, China; Beijing Key laboratory of Drug Dependence, National Institute on Drug Dependence, Peking University, Beijing, China
| | - Xiu-Ru Su
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Zengchang Qin
- Intelligent Computing and Machine Learning Lab, School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China
| | - Yuan Chai
- Intelligent Computing and Machine Learning Lab, School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China
| | - Shunyu Zhang
- Intelligent Computing and Machine Learning Lab, School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China
| | - Ke-Qiang Wang
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Heng-Yong Guan
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Shu-Lan Lu
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Ying-Nan Chen
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Hong-Mei Chen
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Long Zhao
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Yan-Xin Lu
- Rong Jun Hospital, Baoding 071000, Hebei Province, China
| | - Su-Xia Li
- Beijing Key laboratory of Drug Dependence, National Institute on Drug Dependence, Peking University, Beijing, China; Department of Pharmacology, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China.
| | - Xiang-Yang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
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Jokela M, García-Velázquez R, Komulainen K, Savelieva K, Airaksinen J, Gluschkoff K. Specific symptoms of the General Health Questionnaire (GHQ) in predicting persistence of psychological distress: Data from two prospective cohort studies. J Psychiatr Res 2021; 143:550-555. [PMID: 33243456 DOI: 10.1016/j.jpsychires.2020.11.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 11/05/2020] [Accepted: 11/10/2020] [Indexed: 11/18/2022]
Abstract
Persistent psychological distress is more harmful than transient psychological distress, but little is known about the development of persistent distress. We examined whether some specific symptoms of the 12-item General Health Questionnaire (GHQ-12) were more important than others in predicting the persistence of psychological distress over a 3-year follow-up period among individuals who had at least moderate psychological distress at baseline (GHQ≥3). Participants were from the UK Household Longitudinal Study (UKHLS; n = 6430) and British Household Panel Survey (BHPS; n = 5954). Sense of worthlessness, loss of self-confidence, loss of sleep over worry, and feelings of strain were associated with increasingly persistent distress. General happiness, feelings of unhappiness or depressed mood, and enjoyment of activities showed no such increasing associations. Symptoms of social functioning (capability of making decisions, concentration problems, feelings of usefulness, ability to face problems) showed some but not consistent associations. These results suggest that feelings of worthlessness, loss of self-confidence, loss of sleep over worry, and strain may be particularly important markers for persistent psychological distress.
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Affiliation(s)
- Markus Jokela
- Department of Psychology and Logopedics, University of Helsinki, Finland.
| | | | - Kaisla Komulainen
- Department of Psychology and Logopedics, University of Helsinki, Finland
| | - Kateryna Savelieva
- Department of Psychology and Logopedics, University of Helsinki, Finland
| | - Jaakko Airaksinen
- Institute of Criminology and Legal Policy, University of Helsinki, Finland
| | - Kia Gluschkoff
- Department of Psychology and Logopedics, University of Helsinki, Finland; Finnish Institute for Health and Welfare, Helsinki, Finland
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Zhao N, Li W, Zhang SF, Yang BX, Sha S, Cheung T, Jackson T, Zang YF, Xiang YT. Network Analysis of Depressive Symptoms Among Residents of Wuhan in the Later Stage of the COVID-19 Pandemic. Front Psychiatry 2021; 12:735973. [PMID: 34658968 PMCID: PMC8514718 DOI: 10.3389/fpsyt.2021.735973] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Accepted: 08/24/2021] [Indexed: 12/30/2022] Open
Abstract
Background: Depression has been a common mental health problem during the COVID-19 epidemic. From a network perspective, depression can be conceptualized as the result of mutual interactions among individual symptoms, an approach that may elucidate the structure and mechanisms underlying this disorder. This study aimed to examine the structure of depression among residents in Wuhan, the epicenter of the COVID-19 outbreak in China, in the later stage of the COVID-19 pandemic. Methods: A total of 2,515 participants were recruited from the community via snowball sampling. The Patient Health Questionnaire was used to assess self-reported depressive symptoms with the QuestionnaireStar program. The network structure and relevant centrality indices of depression were examined in this sample. Results: Network analysis revealed Fatigue, Sad mood, Guilt and Motor disturbances as the most central symptoms, while Suicide and Sleep problems had the lowest centrality. No significant differences were found between women and men regarding network structure (maximum difference = 0.11, p = 0.44) and global strength (global strength difference = 0.04; female vs. male: 3.78 vs. 3.83, p = 0.51), a finding that suggests there are no gender differences in the structure or centrality of depressive symptoms. Limitations: Due to the cross-sectional study design, causal relationships between these depressive symptoms or dynamic changes in networks over time could not be established. Conclusions: Fatigue, Sad mood, Guilt, and Motor disturbances should be prioritized as targets in interventions and prevention efforts to reduce depression among residents in Wuhan, in the later stage of the COVID-19 pandemic.
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Affiliation(s)
- Na Zhao
- Unit of Psychiatry, Department of Public Health and Medicinal Administration, and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao, SAR China
- Center for Cognition and Brain Disorders, The Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, China
- Institute of Psychological Sciences, Hangzhou Normal University, Hangzhou, China
| | - Wen Li
- Shanghai Key Laboratory of Forensic Medicine, Key Laboratory of Forensic Science, Ministry of Justice, Shanghai Forensic Service Platform, Academy of Forensic Science, Shanghai, China
| | - Shu-Fang Zhang
- Research Center for Psychological and Health Sciences, China University of Geosciences, Wuhan, China
- Department of Psychiatry, Wuhan Mental Health Center, Wuhan, China
| | | | - Sha Sha
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital and the Advanced Innovation Center for Human Brain Protection, Capital Medical University, School of Mental Health, Beijing, China
| | - Teris Cheung
- School of Nursing, Hong Kong Polytechnic University, Hong Kong, Hong Kong, SAR China
| | - Todd Jackson
- Department of Psychology, University of Macau, Macao, SAR China
| | - Yu-Feng Zang
- Center for Cognition and Brain Disorders, The Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, China
- Institute of Psychological Sciences, Hangzhou Normal University, Hangzhou, China
| | - Yu-Tao Xiang
- Unit of Psychiatry, Department of Public Health and Medicinal Administration, and Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao, SAR China
- Centre for Cognitive and Brain Sciences, University of Macau, Macao, SAR China
- Institute of Advanced Studies in Humanities and Social Sciences, University of Macau, Macao, SAR China
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11
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Wei Z, Ren L, Wang X, Liu C, Cao M, Hu M, Jiang Z, Hui B, Xia F, Yang Q, Liu Y, Deng Y. Network of depression and anxiety symptoms in patients with epilepsy. Epilepsy Res 2021; 175:106696. [PMID: 34186384 DOI: 10.1016/j.eplepsyres.2021.106696] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 05/23/2021] [Accepted: 06/19/2021] [Indexed: 12/13/2022]
Abstract
PURPOSE Depression and anxiety are often comorbid in people with epilepsy. Network models consider this comorbidity as an interacting system of depressive and anxiety symptoms. The present study investigates the network structure of depressive and anxiety symptoms in people with epilepsy and aims to identify the central and bridge symptoms to provide suggestions for the prevention of and intervention for depression-anxiety comorbidity in patients with epilepsy. METHODS A total of 313 patients with epilepsy were enrolled in our study. Anxiety symptoms were evaluated with the Generalized Anxiety Disorder 7-Item questionnaire. Depressive symptoms were evaluated with the Patient Health Questionnaire-9. Network analyses were used for the statistical analysis. RESULTS The findings indicated that ten edges with the strongest regularized partial correlations existed in the network. Six were among depressive symptoms, such as "sleep difficulties" with "fatigue" and " feeling of worthlessness" with "thoughts of death". Four were among anxiety symptoms, such as "nervousness or anxiety" with "uncontrollable worry" and "uncontrollable worry" with "worry too much". Those strongest edges had no connection linking anxiety and depressive symptoms. The symptoms "depressed or sad mood", "trouble relaxing" and "uncontrollable worry" had the highest strength centrality in the network. The results revealed three bridge symptoms: "psychomotor agitation/retardation", "irritable", and "depressed or sad mood". CONCLUSION "Feeling of worthlessness" was identified as a key priority due to associations with suicidal ideation. The current study highlighted the critical central symptoms "depressed or sad mood", "trouble relaxing" and "uncontrollable worry" and the critical bridge symptoms "psychomotor agitation/retardation", "irritable", and "depressed or sad mood". Implications for clinical prevention and intervention based on these symptoms are discussed.
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Affiliation(s)
- Zihan Wei
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Lei Ren
- Department of Clinical Psychology, Fourth Military Medical University, 169 West Changle Road, Xi'an, 710032, People's Republic of China
| | - Xiaomu Wang
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Chao Liu
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Mi Cao
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Mengmeng Hu
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Zhao Jiang
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Bo Hui
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Feng Xia
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China
| | - Qun Yang
- Department of Clinical Psychology, Fourth Military Medical University, 169 West Changle Road, Xi'an, 710032, People's Republic of China
| | - Yonghong Liu
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China.
| | - Yanchun Deng
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, People's Republic of China.
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12
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Ferrand C, Martinent G. Need frustration and depressive symptoms in French older people: using a self-determination approach. Aging Ment Health 2021; 25:1094-1100. [PMID: 32347115 DOI: 10.1080/13607863.2020.1758912] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
OBJECTIVES To provide evidence of the relationship between basic psychological need frustration (BPNF) for autonomy, competence and relatedness, and depressive symptoms in French older people, and to explore the potential moderator effects of place of residence (home vs nursing home) on this relationship. METHODS Partial least squares path modeling (PLS-PM) was used. A total of 410 French older people (212 women, 198 men, Mage = 77.13 years, SD = 9.19, age range: 60-98 years) voluntarily participated in the study and completed the measures of BPNF and depressive symptoms. Sociodemographic data were collected. RESULTS Findings showed that for all the participants, competence and relatedness need frustration positively predicted depressive symptoms. More particularly, BPNF for relatedness significantly predicted depressive symptoms for older people living at home (β = .18, p < .05), whereas BPNF for competence significantly predicted depressive symptoms for both participants living at home (β = .25, p < .05) and in nursing homes (β = .34, p < .05). Among participants living at home, results showed that BPNF for competence significantly predicted depressive symptoms (β = .28, p < .05) across married participants, while BPNF for relatedness significantly predicted depressive symptoms (β = .27, p < .05) across participants living alone. CONCLUSION By focusing on BPNF and its relationship to depressive symptoms, this study suggests the importance of investigating further this concept, and alerts to the long-term consequences of frustration of competence and relatedness needs in older people.
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Affiliation(s)
- Claude Ferrand
- Research Team of Psychology of Ages of Life and Adaptation (EA 2114, PAVéA), University of Tours, Tours, France
| | - Guillaume Martinent
- Laboratory of Vulnerabilities & Innovation in Sport, University of Lyon, Villeurbanne, France
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13
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Ren L, Wang Y, Wu L, Wei Z, Cui LB, Wei X, Hu X, Peng J, Jin Y, Li F, Yang Q, Liu X. Network structure of depression and anxiety symptoms in Chinese female nursing students. BMC Psychiatry 2021; 21:279. [PMID: 34059013 PMCID: PMC8168020 DOI: 10.1186/s12888-021-03276-1] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 05/10/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Comorbidity between depressive and anxiety disorders is common. From network perspective, mental disorders arise from direct interactions between symptoms and comorbidity is due to direct interactions between depression and anxiety symptoms. The current study investigates the network structure of depression and anxiety symptoms in Chinese female nursing students and identifies the central and bridge symptoms as well as how other symptoms in present network are related to depression symptom "thoughts of death". METHODS To understand the full spectrum of depression and anxiety, we recruited 776 Chinese female nursing students with symptoms of depression and anxiety that span the full range of normal to abnormal. Depression symptoms were measured by Patient Health Questionnaire-9 while anxiety symptoms were measured by Generalized Anxiety Disorder 7-Item Questionnaire. Network analysis was used to construct networks. Specifically, we computed the predictability, expected influence and bridge expected influence for each symptom and showed a flow network of "thoughts of death". RESULTS Nine strongest edges existed in network were from the same disorder. Four were between depression symptoms, like "sleep difficulties" and "fatigue", and "anhedonia" and "fatigue". Five were between anxiety symptoms, like "nervousness or anxiety" and "worry too much", and "restlessness" and "afraid something will happen". The symptom "fatigue", "feeling of worthlessness" and "irritable" had the highest expected influence centrality. Results also revealed two bridge symptoms: "depressed or sad mood" and "irritable". As to "thoughts of death", the direct relations between it and "psychomotor agitation/retardation" and "feeling of worthlessness" were the strongest direct relations. CONCLUSIONS The current study highlighted critical central symptoms "fatigue", "feeling of worthlessness" and "irritable" and critical bridge symptoms "depressed or sad mood" and "irritable". Particularly, "psychomotor agitation/retardation" and "feeling of worthlessness" were identified as key priorities due to their strongest associations with suicide ideation. Implications for clinical prevention and intervention based on these symptoms are discussed.
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Affiliation(s)
- Lei Ren
- grid.233520.50000 0004 1761 4404Department of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Yifei Wang
- grid.233520.50000 0004 1761 4404Department of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Lin Wu
- grid.233520.50000 0004 1761 4404Department of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Zihan Wei
- grid.233520.50000 0004 1761 4404Department of Neurology, Xijing Hospital, Air Force Medical University, Xi’an, 710032 China
| | - Long-Biao Cui
- grid.233520.50000 0004 1761 4404Department of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Xinyi Wei
- grid.24539.390000 0004 0368 8103Department of Psychology, Renmin University of China, Beijing, 100000 China
| | - Xinyu Hu
- grid.266093.80000 0001 0668 7243Department of Psychology, Social Science, University of California, Irvine, California 92614 USA
| | - Jiaxi Peng
- grid.411292.d0000 0004 1798 8975College of Teachers, Chengdu University, Chengdu, 610106 China
| | - Yinchuan Jin
- grid.233520.50000 0004 1761 4404Department of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Fengzhan Li
- grid.233520.50000 0004 1761 4404Department of Military Medical Psychology, Air Force Medical University, Xi’an, 710032 China
| | - Qun Yang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, 710032, China.
| | - Xufeng Liu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, 710032, China.
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14
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Harris LM, Huang X, Linthicum KP, Bryen CP, Ribeiro JD. Sleep disturbances as risk factors for suicidal thoughts and behaviours: a meta-analysis of longitudinal studies. Sci Rep 2020; 10:13888. [PMID: 32807889 PMCID: PMC7431543 DOI: 10.1038/s41598-020-70866-6] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Accepted: 07/30/2020] [Indexed: 12/13/2022] Open
Abstract
In recent years, there has been a growing interest in understanding the relationship between sleep and suicide. Although sleep disturbances are commonly cited as critical risk factors for suicidal thoughts and behaviours, it is unclear to what degree sleep disturbances confer risk for suicide. The aim of this meta-analysis was to clarify the extent to which sleep disturbances serve as risk factors (i.e., longitudinal correlates) for suicidal thoughts and behaviours. Our analyses included 156 total effects drawn from 42 studies published between 1982 and 2019. We used a random effects model to analyse the overall effects of sleep disturbances on suicidal ideation, attempts, and death. We additionally explored potential moderators of these associations. Our results indicated that sleep disturbances are statistically significant, yet weak, risk factors for suicidal thoughts and behaviours. The strongest associations were found for insomnia, which significantly predicted suicide ideation (OR 2.10 [95% CI 1.83-2.41]), and nightmares, which significantly predicted suicide attempt (OR 1.81 [95% CI 1.12-2.92]). Given the low base rate of suicidal behaviours, our findings raise questions about the practicality of relying on sleep disturbances as warning signs for imminent suicide risk. Future research is necessary to uncover the causal mechanisms underlying the relationship between sleep disturbances and suicide.
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Affiliation(s)
- Lauren M Harris
- Department of Psychology, Florida State University, 1107 W. Call St., Tallahassee, FL, 32306-4301, USA.
| | - Xieyining Huang
- Department of Psychology, Florida State University, 1107 W. Call St., Tallahassee, FL, 32306-4301, USA
| | - Kathryn P Linthicum
- Department of Psychology, Florida State University, 1107 W. Call St., Tallahassee, FL, 32306-4301, USA
| | - Chloe P Bryen
- Department of Psychology, Florida State University, 1107 W. Call St., Tallahassee, FL, 32306-4301, USA
| | - Jessica D Ribeiro
- Department of Psychology, Florida State University, 1107 W. Call St., Tallahassee, FL, 32306-4301, USA
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15
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Shim EJ, Ha H, Park JE, Kim BS, Chang SM, Hong JP, Cho MJ, Hahm BJ. Gender-based examination of the association between individual symptoms of alcohol use disorder, major depressive disorder, and suicidal behaviors: a network analysis of data from the Korean Epidemiologic Catchment Area Study. J Affect Disord 2020; 272:432-439. [PMID: 32553387 DOI: 10.1016/j.jad.2020.03.162] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 02/19/2020] [Accepted: 03/29/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND We aimed to investigate the gender differences in the associations between the individual symptoms of AUD and MDD and SB using a network analysis. METHODS Data from the 2011 and 2016 Korean Epidemiologic Catchment Area Study were analyzed. Variables were assessed using the Korean version of Composite International Diagnostic Interview. Of 11,124 total participants, 907 endorsing screening questions for AUD and MDD were included. The undirected and directed network structures of AUD, MDD, and SB were estimated and centrality and bridge centrality indices were examined. RESULTS The overall undirected network structure and global strength did not differ between genders. While three AUD symptoms had high strength indices in network structure for both genders, depressed mood for men and worthlessness/guilt for women were the bridge symptoms linking other MDD symptoms and AUD symptoms to SB and had the strongest influence on SB. Directed network indicated that for men, AUD symptoms were related to SB via MDD symptoms with tolerance being a dominant item. For women, none of the AUD symptoms were related to MDD symptoms and SB, and insomnia/hypersomnia was a dominant item. Worthlessness/guilt was the directly linked to SB in the directed network analysis for both genders. LIMITATIONS Cross-sectional design and the use of combined dataset with different time points. CONCLUSIONS Some differential associations at the level of individual symptoms of AUD and MDD with SB were observed between men and women. Targeting to the central and bridging symptoms may improve the outcomes of SB interventions implemented among patients with AUD or MDD.
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Affiliation(s)
- Eun-Jung Shim
- Department of Psychology, Pusan National University, Busan, Republic of Korea
| | - Hyeju Ha
- Department of Psychology, Pusan National University, Busan, Republic of Korea
| | - Jee Eun Park
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.; Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Byung-Soo Kim
- Department of Psychiatry, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Sung Man Chang
- Department of Psychiatry, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Jin Pyo Hong
- Department of Psychiatry, School of Medicine, Sungkyunkwan University, Seoul, Korea
| | - Maeng Je Cho
- Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Bong-Jin Hahm
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.; Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, Republic of Korea.
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16
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Wei S, Womer FY, Edmiston EK, Zhang R, Jiang X, Wu F, Kong L, Zhou Y, Tang Y, Wang F. Structural alterations associated with suicide attempts in major depressive disorder and bipolar disorder: A diffusion tensor imaging study. Prog Neuropsychopharmacol Biol Psychiatry 2020; 98:109827. [PMID: 31778758 DOI: 10.1016/j.pnpbp.2019.109827] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 11/15/2019] [Accepted: 11/23/2019] [Indexed: 01/19/2023]
Abstract
BACKGROUND Major depressive disorder (MDD) and bipolar disorder (BD) are major affective disorders associated with high risk for suicide. Neural mechanisms underlying suicide attempts are poorly understood in MDD and BD but likely relate to the structural abnormalities in brain regions. In this study, we explored structural alterations in MDD and BD with prior suicide attempts (SA) using diffusion tensor imaging (DTI). METHODS Participants consisted of 27 MDD patients with prior SA (men: 9; age means±sd: 28.04 ± 11.06 years), 49 MDD patients without prior SA (men: 11; age means±sd: 30.03 ± 0.91 years), 25 BD patients with prior SA (men: 7, age means±sd: 27.08 ± 8.40 years), 49 BD patients without prior SA (men: 26, means±sd: 27.69 ± 9.97 years),and 49 healthy controls (HC) (men: 18, means±sd: 31.12 ± 9.95 years). All participants underwent DTI to examine fractional anisotropy (FA) in brain regions. RESULTS FA in several major white matter (WM) bundles including bilateral inferior fronto-occipital fasciculus (IFOF), bilateral uncinate fasciculus (UF), and the corpus callosum (CC) was shown in MDD with prior SA, compared to MDD without prior SA and HC. Decreased FA was also found in bilateral IFOF, bilateral UF, and CC, as well as other WM bundles, in BD with prior SA, compared to BD without prior SA and HC. Significant diagnostic group by SA effects were shown in bilateral thalami with lowest mean FA values in MDD with prior SA. CONCLUSIONS Our findings support the involvement of structural alterations in suicide attempts in major affective disorders. Shared and distinct structural alterations were shown in MDD and BD with prior SA, suggesting common and differential neural pathways for suicide among major affective disorder.
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Affiliation(s)
- Shengnan Wei
- Brain Function Research Section, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China; Department of Radiology, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China
| | - Fay Y Womer
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Elliot K Edmiston
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Ran Zhang
- Department of Psychiatry, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China
| | - Xiaowei Jiang
- Brain Function Research Section, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China; Department of Radiology, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China
| | - Feng Wu
- Department of Psychiatry, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China
| | - Lingtao Kong
- Department of Psychiatry, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China
| | - Yifang Zhou
- Department of Psychiatry, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China; Department of Geriatric Medicine, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China
| | - Yanqing Tang
- Department of Psychiatry, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China; Department of Geriatric Medicine, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China.
| | - Fei Wang
- Brain Function Research Section, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China; Department of Radiology, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China; Department of Psychiatry, First Affiliated Hospital, China Medical University, Shenyang, Liaoning, PR China.
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17
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Dong M, Zeng LN, Lu L, Li XH, Ungvari GS, Ng CH, Chow IHI, Zhang L, Zhou Y, Xiang YT. Prevalence of suicide attempt in individuals with major depressive disorder: a meta-analysis of observational surveys. Psychol Med 2019; 49:1691-1704. [PMID: 30178722 DOI: 10.1017/s0033291718002301] [Citation(s) in RCA: 104] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND Suicide attempt (SA), which is one of the strongest predictors of completed suicide, is common in major depressive disorder (MDD) but its prevalence across epidemiological studies has been mixed. The aim of this comprehensive meta-analysis was to examine the pooled prevalence of SA in individuals with MDD. METHODS A systematic literature search was conducted in PubMed, Embase, PsycINFO, Web of Science and Cochrane Library from their commencement date until 27 December 2017. Original studies containing data on prevalence of SA in individuals with MDD were analyzed. RESULTS In all, 65 studies with a total of 27 340 individuals with MDD were included. Using the random effects model, the pooled lifetime prevalence of SA was 31% [95% confidence interval (CI) 27-34%], 1-year prevalence was 8% (95% CI 3-14%) and 1-month prevalence was 24% (95% CI 15-34%). Subgroup analyses revealed that the lifetime prevalence of SA was significantly associated with the patient setting, study region and income level, while the 1-month prevalence of SA was associated with only the patient setting. CONCLUSION This meta-analysis confirmed that SA was common in individuals with MDD across the world. Careful screening and appropriate interventions should be implemented for SA in the MDD population.
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Affiliation(s)
- Min Dong
- Unit of Psychiatry,Faculty of Health Sciences,University of Macau,Macao SAR,China
| | - Liang-Nan Zeng
- Department of Neurosurgery,The Affiliated Hospital of Southwest Medical University,Luzhou,China
| | - Li Lu
- Unit of Psychiatry,Faculty of Health Sciences,University of Macau,Macao SAR,China
| | - Xiao-Hong Li
- The National Clinical Research Center for Mental Disorders, China & Center of Depression, Beijing Institute for Brain Disorders & Mood Disorders Center, Beijing Anding Hospital, Capital Medical University,Beijing,China
| | - Gabor S Ungvari
- University of Notre Dame Australia/Marian Centre,Perth,Australia
| | - Chee H Ng
- Department of Psychiatry,University of Melbourne,Melbourne, Victoria,Australia
| | - Ines H I Chow
- Unit of Psychiatry,Faculty of Health Sciences,University of Macau,Macao SAR,China
| | - Ling Zhang
- Department of Epidemiology and Health Statistics,School of Public Health, Capital Medical University & Beijing Municipal Key Laboratory of Clinical Epidemiology,Beijing,China
| | - Yuan Zhou
- CAS Key Laboratory of Behavioral Science & Magnetic Resonance Imaging Research Center, Institute of Psychology, Chinese Academy of Sciences,Beijing,China
| | - Yu-Tao Xiang
- Unit of Psychiatry,Faculty of Health Sciences,University of Macau,Macao SAR,China
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18
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The varying burden of depressive symptoms across adulthood: Results from six NHANES cohorts. J Affect Disord 2019; 246:290-299. [PMID: 30594042 DOI: 10.1016/j.jad.2018.12.059] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 10/17/2018] [Accepted: 12/20/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Depressive symptoms differ from each other in the degree of functional impairment they cause. The incidence of depression varies across the adult lifespan. We examined whether age moderates the impairment caused by depressive symptoms. METHODS The study sample (n = 21,056) was adults drawn from six multistage probability samples from the National Health and Nutrition Examination Survey series (NHANES, years 2005-2016) conducted in the United States using cross-sectional, representative cohorts. Depressive symptoms were assessed with the nine-item Patient Health Questionnaire (PHQ-9). We used regression models to predict high functional impairment, while controlling for sociodemographic variables and physical disorders. RESULTS Age moderated the association between depressive symptoms and functional impairment: middle-aged adults perceived moderate and severe symptoms as more impairing than did others. Older adults reported slightly higher impairment due to mild symptoms. The individual symptoms of low mood, feelings of worthlessness and guilt, and concentration difficulties were more strongly related to high impairment in mid-adulthood as compared to early and late adulthood. LIMITATIONS Cross-sectional data allows only between-person comparisons. The PHQ-9 is brief and joins compound symptoms into single items. There was no information available concerning comorbid mental disorders. Co-occurring physical disorders were self-reported. CONCLUSIONS Symptoms of depression may imply varying levels of impairment at different ages. The results suggest a need for age adjustments when estimating the functional impact of depression in the general population. Additionally, they show a need for more accurate assessments of depression-related impairment at older ages. Evidence-based programs may generally benefit from symptom- and age-specific findings.
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19
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Symptom severity and disability in psychiatric disorders: The U.S. Collaborative Psychiatric Epidemiology Survey. J Affect Disord 2017; 222:204-210. [PMID: 28711797 DOI: 10.1016/j.jad.2017.07.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 07/01/2017] [Accepted: 07/06/2017] [Indexed: 01/12/2023]
Abstract
BACKGROUND While most psychiatric diagnoses are based on simple counts of symptoms, some symptoms may be sign of a more severe mental syndrome than others. This calls for validated estimates of the relative severity specific symptoms imply within a disorder. We focused on four diagnostic disorders: Manic Episode (ME), Major Depressive Episode (MDE), Post-traumatic Stress Disorder (PTSD) and Generalized Anxiety Disorder (GAD). Symptom-specific severity parameters were estimated, and validated by examining their association with levels of self-reported disability in daily activities over and above the number of symptoms. METHODS Data from the cohort study of the U.S. Collaborative Psychiatric Epidemiology Surveys (CPES) was used, which comprises the National Comorbidity Survey Replication, National Survey of American Life, and the National Latino and Asian American Study. The four analytic datasets included respondents who endorsed disorder-specific pre-screening symptoms according to the World Mental Health Survey Initiative's version of the Composite International Diagnostic Interview. Disability was measured using the WHO Disability Assessment Schedule. Item Response Theory and Tobit models were implemented. RESULTS For ME, PTSD, and GAD (not MDE) symptom severity based on psychometric Item Response Theory predicted disability outcomes after adjusting for symptom count. For PTSD, symptom count was not associated with disability. LIMITATIONS The analytic sample for each psychiatric disorder was based on a pre-selection stemming from index criteria (e.g. sadness or pleasure loss for MDE), which implies that our results are only generalizable to those individuals at risk rather than for the entire population. Additionally, we acknowledge that the use of unidimensional models is only one of the several options to model psychopathological constructs. CONCLUSIONS The same number of symptoms may be related to different levels of disability, depending on the specific symptoms from which the person suffers. Diagnostic procedures and treatment decisions may benefit from such additional information without extra costs.
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20
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Rymo I, Kern S, Bjerke M, Zetterberg H, Marlow T, Blennow K, Gudmundsson P, Skoog I, Waern M. CSF YKL-40 and GAP-43 are related to suicidal ideation in older women. Acta Psychiatr Scand 2017; 135:351-357. [PMID: 28211584 DOI: 10.1111/acps.12701] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/09/2017] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To investigate possible relationships between suicidal ideation and cerebrospinal fluid (CSF) levels of glial markers YKL-40 (also known as chitinase-3-like protein 1), growth-associated protein-43 (GAP-43) and myelin basic protein (MBP). METHOD The sample was obtained from the Prospective Population Study of Women and included 86 women without dementia who underwent both psychiatric examinations and lumbar puncture (LP). Eight of these women reported past-month suicidal ideation. RESULTS Significantly, higher CSF levels of both YKL-40 and GAP-43 were detected in women with past-month suicidal ideation. Associations with suicidal ideation remained for both YKL-40 and GAP-43 in regression models adjusted for smoking status, BMI and age. CSF levels of YKL-40, GAP-43 and MBP did not differ by depression status. Higher levels of CSF GAP-43 were associated with feelings of worthlessness; a strong relationship was demonstrated in the fully adjusted model (OR 5.95 CI [1.52-23.20], P = 0.01). CONCLUSION Our findings of elevated CSF concentrations of both YKL-40 and GAP-43 in women with suicidal ideation, compared to those without, suggest that a disrupted synaptic glial functioning and inflammation may be related to the aetiology of suicidal ideation in older adults.
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Affiliation(s)
- I Rymo
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - S Kern
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden.,Clinical Neurochemistry Laboratory, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - M Bjerke
- Reference Center for Biological Markers of Dementia, Department of Biomedical Sciences, Institute Born-Bunge, University of Antwerp, Antwerp, Belgium
| | - H Zetterberg
- Clinical Neurochemistry Laboratory, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden.,UCL Institute of Neurology, Queen Square, London, UK
| | - T Marlow
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - K Blennow
- Clinical Neurochemistry Laboratory, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - P Gudmundsson
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - I Skoog
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - M Waern
- Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
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Severity of complicated versus uncomplicated subthreshold depression: New evidence on the "Monotonicity Thesis" from the national comorbidity survey. J Affect Disord 2017; 212:101-109. [PMID: 28157549 DOI: 10.1016/j.jad.2017.01.034] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Accepted: 01/23/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND "Complicated" subthreshold depression (CsD) includes at least one of six pathosuggestive "complicated" symptoms: >6 months duration, marked role impairment, sense of worthlessness, suicidal ideation, psychotic ideation, and psychomotor retardation. "Uncomplicated" subthreshold depression (UsD) has no complicated features. Whereas studies show that complicated (CMDD) versus uncomplicated (UMDD) major depression differ substantially in severity and prognosis, UsD and CsD severity has not been previously compared. This study evaluates UsD and CsD pathology validator levels and examines whether the complicated/uncomplicated distinction offers incremental concurrent validity over the standard number-of-symptoms dimension as a depression severity measure. METHODS Using nationally representative community data from the National Comorbidity Survey, seven depression lifetime history subgroups were identified: one MDD screener symptom (n=1432); UsD (n=430); CsD (n=611); UMDD (n=182); and CMDD with 5-6 symptoms (n=518), 7 symptoms (n=217), and 8-9 symptoms (n=291). Severity was evaluated using five concurrent pathology validators: suicide attempt, interference with life, help seeking, hospitalization, and generalized anxiety disorder. RESULTS CsD validator levels are substantially higher than both UsD and UMDD levels, and similar to mild CMDD, disconfirming the "monotonicity thesis" that severity increase with symptom number. Complicated/uncomplicated status predicts severity, and when complicatedness is controlled, number of symptoms no longer predicts validator levels. LIMITATIONS Diagnoses were based on respondents' fallible retrospective symptom reports during a lay-administered structured interview, which may not yield diagnoses comparable to clinicians' assessments. CONCLUSION CsD is more severe than UsD and comparable to mild MDD. Complicated status more validly indicates depression severity than the standard number-of-symptoms measure.
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Wakefield JC, Lorenzo-Luaces L, Lee JJ. Taking People as They Are: Evolutionary Psychopathology, Uncomplicated Depression, and Distinction between Normal and Disordered Sadness. EVOLUTIONARY PSYCHOLOGY 2017. [DOI: 10.1007/978-3-319-60576-0_2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Wei S, Li H, Hou J, Chen W, Chen X, Qin X. Comparison of the characteristics of suicide attempters with major depressive disorder and those with no psychiatric diagnosis in emergency departments of general hospitals in China. Ann Gen Psychiatry 2017; 16:44. [PMID: 29213296 PMCID: PMC5709840 DOI: 10.1186/s12991-017-0167-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Accepted: 11/23/2017] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Major depressive disorder (MDD) is a known major risk factor for suicide due to the high suicide mortality. However, studies comparing the characteristics of suicide attempters with major depressive disorder and those with no psychiatric diagnosis in China are very limited. This study examined and compared the sociodemographic and psychological characteristics of suicide attempters with MDD and those with no psychiatric diagnosis in emergency departments of general hospitals to better understand the risk factors for suicide attempts in China. METHODS All subjects were enrolled in the study between June 2007 and January 2008. A total of 127 suicide attempters-54 with MDD and 73 with no psychiatric diagnosis-were enrolled. The sociodemographic and clinical characteristics were compared between two groups using the statistical analysis performed using frequency distribution, Student's t test, Chi-square test, and Fisher's exact test and a logistic regression model. RESULTS Suicide attempters with MDD were more likely to be more depressive, older, divorced or separated, unemployed, and living alone, and more likely to write a suicide note, have suicide ideation, and be motivated by reducing pain and burden. Suicide attempters with no psychiatric diagnosis were more likely to be younger and more impulsive, have self-rescue, and be motivated by threatening or taking revenge on others. Multivariate logistic regression analysis identified the following independent predictors of suicide attempts in individuals with MDD: a lower score on the quality of life scale, more years of education, and suicide ideation. CONCLUSIONS The present study found both similarities and differences in the sociodemographic and clinical characteristics of suicide attempters with MDD and those with no psychiatric diagnosis in the emergency departments of general hospitals in China. These findings will help us to recognize the characteristics of suicide attempters in both groups and develop specific interventions for the two types of suicide attempters to prevent future suicide in China. For example, the suicide attempters with MDD in the emergency departments must be advised to the psychological clinic.
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Affiliation(s)
- Shengnan Wei
- Brain Function Research Section, First Affiliated Hospital, China Medical University, 155 Nanjing Road North, Shenyang, 110001 Liaoning People's Republic of China.,Department of Radiology, First Affiliated Hospital, China Medical University, 155 Nanjing Road North, Shenyang, 110001 Liaoning People's Republic of China
| | - Haiyan Li
- Department of Psychiatry, First Affiliated Hospital, China Medical University, 155 Nanjing Road North, Shenyang, 110001 Liaoning People's Republic of China
| | - Jinglin Hou
- Department of Psychiatry, First Affiliated Hospital, China Medical University, 155 Nanjing Road North, Shenyang, 110001 Liaoning People's Republic of China
| | - Wei Chen
- Department of Psychiatry, First Affiliated Hospital, China Medical University, 155 Nanjing Road North, Shenyang, 110001 Liaoning People's Republic of China
| | - Xu Chen
- Department of Psychiatry, First Affiliated Hospital, China Medical University, 155 Nanjing Road North, Shenyang, 110001 Liaoning People's Republic of China
| | - Xiaoxia Qin
- Department of Psychiatry, First Affiliated Hospital, China Medical University, 155 Nanjing Road North, Shenyang, 110001 Liaoning People's Republic of China
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Yoo HJ, Hong JP, Cho MJ, Fava M, Mischoulon D, Heo JY, Kim K, Jeon HJ. Lifetime suicidal ideation and attempt in adults with full major depressive disorder versus sustained depressed mood. J Affect Disord 2016; 203:275-280. [PMID: 27314814 DOI: 10.1016/j.jad.2016.06.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 05/29/2016] [Accepted: 06/03/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND Major depressive disorder (MDD) is a well-known risk factor for suicidality, but depressed mood has been used non-specifically to describe the emotional state. We sought to compare influence of MDD versus sustained depressed mood on suicidality. METHODS A total of 12,532 adults, randomly selected through the one-person-per-household method, completed a face-to-face interview using the Korean version of Composite International Diagnostic Interview (K-CIDI) and a questionnaire for lifetime suicidal ideation (LSI) and lifetime suicidal attempt (LSA). RESULTS Of 12,361 adults, 565 were assessed as 'sustained depressed mood group' having depressed mood for more than two weeks without MDD (4.6%), and 810 adults were assessed as having full MDD (6.55%) which consisted of 'MDD with depressed mood group' (6.0%) and 'MDD without depressed mood group' (0.5%). The MDD with depressed mood group showed higher odds ratios for LSI and LSA than the sustained depressed mood group. Contrarily, no significant differences were found in LSI and LSA between the MDD group with and without depressed mood. MDD showed significant associations with LSI (AOR=2.83, 95%CI 2.12-3.78) and LSA (AOR=2.17, 95%CI 1.34-3.52), whereas sustained depressed mood showed significant associations with neither LSI nor LSA after adjusting for MDD and other psychiatric comorbidities. Interaction effect of sustained depressed mood with MDD was significant for LSI but not for LSA. CONCLUSIONS Sustained depressed mood was not related to LSI and LSA after adjusting for psychiatric comorbidities, whereas MDD was significantly associated with both LSI and LSA regardless of the presence of sustained depressed mood.
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Affiliation(s)
- Hye Jin Yoo
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Jin Pyo Hong
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Maeng Je Cho
- Department of Psychiatry & Behavioral Science, Seoul National University College of Medicine, Seoul, South Korea
| | - Maurizio Fava
- Depression Clinical and Research Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - David Mischoulon
- Depression Clinical and Research Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Jung-Yoon Heo
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Kiwon Kim
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Hong Jin Jeon
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea; Depression Clinical and Research Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA; Department of Health Sciences & Technology, Department of Medical Device Management & Research, and Department of Clinical Research Design & Evaluation, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Seoul, Republic of Korea.
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Nordentoft M. Listen to the patient: challenges in the evaluation of the risk of suicidal behaviour. Acta Psychiatr Scand 2016; 133:255-6. [PMID: 26995710 DOI: 10.1111/acps.12574] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- M Nordentoft
- Mental Health Centre Copenhagen, Copenhagen University Hospital, Denmark
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