1
|
Amanollahi M, Jameie M, Looha MA, A Basti F, Cattarinussi G, Moghaddam HS, Di Camillo F, Akhondzadeh S, Pigoni A, Sambataro F, Brambilla P, Delvecchio G. Machine learning applied to the prediction of relapse, hospitalization, and suicide in bipolar disorder using neuroimaging and clinical data: A systematic review. J Affect Disord 2024; 361:778-797. [PMID: 38908556 DOI: 10.1016/j.jad.2024.06.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 05/22/2024] [Accepted: 06/17/2024] [Indexed: 06/24/2024]
Abstract
BACKGROUND Bipolar disorder (BD) is associated with increased morbidity/mortality. Adverse outcome prediction might help with the management of patients with BD. METHODS We systematically reviewed the performance of machine learning (ML) studies in predicting adverse outcomes (relapse or recurrence, hospital admission, and suicide-related events) in patients with BD. Demographic, clinical, and neuroimaging-related poor outcome predictors were also reviewed. Three databases (PubMed, Scopus, and Web of Science) were explored from inception to July 2023. RESULTS Eighteen studies, accounting for >30,000 patients, were included. Support vector machine, decision trees, random forest, and logistic regression were the most frequently used ML algorithms. ML models' area under the receiver operating characteristic (ROC) curve (AUC), sensitivity, and specificity ranged from 0.71 to 0.98, 72.7-92.8 %, and 59.0-95.2 % for relapse/recurrence prediction (4 studies (3 on relapses and 1 on recurrences). The corresponding values were 0.78-0.88, 21.4-100 %, and 77.0-99.7 % for hospital admissions (3 studies, 21,266 patients), and 0.71-0.99, 44.4-97.9 %, and 38.9-95.0 % for suicide-related events (10 studies, 5558 patients). Also, one study addressed a combination of the interest outcomes. Adverse outcome predictors included early onset BD, BD type I, comorbid psychiatric or substance use disorder, circadian rhythm disruption, hospitalization characteristics, and neuroimaging parameters, including increased dynamic amplitude of low-frequency fluctuation, decreased frontolimbic functional connectivity and aberrant dynamic functional connectivity in corticostriatal circuitry. CONCLUSIONS ML models can predict adverse outcomes of BD with relatively acceptable performance measures. Future studies with larger samples and nested cross-validation validation should be conducted to reach more reliable results.
Collapse
Affiliation(s)
- Mobina Amanollahi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Melika Jameie
- Neuroscience Research Center, Iran University of Medical Sciences, Tehran, Iran; Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehdi Azizmohammad Looha
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fatemeh A Basti
- Islamic Azad University, Tehran Medical Branch, Tehran, Iran
| | - Giulia Cattarinussi
- Department of Neuroscience (DNS), University of Padova, Padua, Italy; Padova Neuroscience Center, University of Padova, Italy
| | - Hossein Sanjari Moghaddam
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran; Psychiatry and Psychology Research Center, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Fabio Di Camillo
- Department of Neuroscience (DNS), University of Padova, Padua, Italy
| | - Shahin Akhondzadeh
- Psychiatry and Psychology Research Center, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Alessandro Pigoni
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Fabio Sambataro
- Department of Neuroscience (DNS), University of Padova, Padua, Italy; Padova Neuroscience Center, University of Padova, Italy
| | - Paolo Brambilla
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Giuseppe Delvecchio
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
| |
Collapse
|
2
|
Wiglesworth A, White EJ, Bendezú JJ, Roediger DJ, Weiss H, Luciana M, Fiecas MB, Cullen KR, Klimes-Dougan B. A multi-level examination of impulsivity and links to suicide ideation among Native American youth. J Affect Disord 2024; 367:923-933. [PMID: 39243820 DOI: 10.1016/j.jad.2024.08.225] [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: 01/19/2024] [Revised: 08/23/2024] [Accepted: 08/31/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Despite preliminary evidence that links impulsivity to suicide risk among Native American youth, impulsivity has not been directly studied in relation to suicide ideation (SI) or behaviors in this population. We examined indexes of rapid-response impulsivity (RRI) across multiple levels of analysis (self-report, behavioral, neurobiological) and associations with SI among Native American youth ages 9-10 in the Adolescent Brain Cognitive Development Study. METHODS Data from the sample (n = 284) included self-report (UPPS-P), behavioral (Stop Signal Task), and neurobiological (right inferior frontal gyrus activation) indicators of RRI. RRI indicators were modeled using variable-centered (i.e., traditional multivariable regression) and person-centered (i.e., clustering analyses) approaches in measuring their association with SI. RESULTS Logistic regression analysis demonstrated that higher negative urgency was associated with higher odds of SI (Adjusted Odds Ratio = 1.23, p = 0.015). Latent profile analysis clustered youth into five profiles based on within-individual variation in RRI indicators. Youth with an elevated self-reported negative and positive urgency profile had higher odds of reporting SI than "normative" youth (Adjusted Odds Ratio = 2.38, p = 0.019). LIMITATIONS Limitations of this study include the modest sample size particularly regarding SI (14.1 %), potential bias in estimates of lifetime SI, and generalizability to youth from specific Native American communities. CONCLUSIONS Negative urgency may increase risk for SI among Native American youth in late childhood. Clinical implications, including the potential for person-centered RRI profiles to act as candidate markers of suicide risk and resilience in adolescence and inform safety assessments and planning, are discussed.
Collapse
Affiliation(s)
- Andrea Wiglesworth
- University of Minnesota, Department of Psychology, United States of America.
| | - Evan J White
- Laureate Institute for Brain Research, United States of America; University of Tulsa, Oxley College of Health and Natural Sciences, United States of America
| | - Jason José Bendezú
- The Pennsylvania State University, Department of Psychology, United States of America
| | - Donovan J Roediger
- University of Minnesota, Department of Psychiatry and Behavioral Sciences, United States of America
| | - Hannah Weiss
- University of Minnesota, Department of Psychology, United States of America
| | - Monica Luciana
- University of Minnesota, Department of Psychology, United States of America
| | - Mark B Fiecas
- University of Minnesota, Division of Biostatistics, School of Public Health, United States of America
| | - Kathryn R Cullen
- University of Minnesota, Department of Psychiatry and Behavioral Sciences, United States of America
| | | |
Collapse
|
3
|
Xu I, Millner AJ, Fortgang RG, Nock MK. Suicide decision-making: Differences in proximal considerations between individuals who aborted and attempted suicide. Suicide Life Threat Behav 2024. [PMID: 39221628 DOI: 10.1111/sltb.13127] [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: 12/19/2023] [Revised: 08/14/2024] [Accepted: 08/17/2024] [Indexed: 09/04/2024]
Abstract
INTRODUCTION The transition from suicidal thoughts to behaviors often involves considering the consequences of suicide as part of the decision-making process. This study explored the relationship between this consideration process and the decision to either abort or carry out a suicide attempt. METHODS Among inpatients with a suicide-related event in the past 2 weeks (suicide attempt n = 30 or aborted attempt n = 16), we assessed the degree to which they considered six domains of consequences, the impact of these considerations on their inclination to attempt suicide, and the duration of their decision-making. RESULTS All the participants who aborted and 87% of those who attempted considered consequences of suicide. Participants who aborted took longer to progress through decision-making stages and considered more suicide-hindering factors, especially interpersonal ones, though these differences were no longer significant after correction. Group status moderated the relationship between the balance of suicide-facilitating and suicide-hindering considerations and decision-making duration. Considering the consequences of suicide more favorably was related to a shorter ideation-to-action period before a suicide attempt and a longer ideation period before aborting an attempt. CONCLUSION This study highlights the complexity of suicide decision-making and its role in better understanding the progression from ideation to action.
Collapse
Affiliation(s)
- Irene Xu
- Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Alexander J Millner
- Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Rebecca G Fortgang
- Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
- Mental Health Research, Franciscan Children's, Brighton, Massachusetts, USA
| | - Matthew K Nock
- Department of Psychology, Harvard University, Cambridge, Massachusetts, USA
- Mental Health Research, Franciscan Children's, Brighton, Massachusetts, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA
| |
Collapse
|
4
|
Ballabrera Q, Gómez-Romero MJ, Chamarro A, Limonero JT. The relationship between suicidal behavior and perceived stress: The role of cognitive emotional regulation and problematic alcohol use in Spanish adolescents. J Health Psychol 2024; 29:950-962. [PMID: 37933095 PMCID: PMC11308317 DOI: 10.1177/13591053231207295] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023] Open
Abstract
Suicidal behavior has become an important public health problem, correlating with stress and emotional deficits in recent research. This study examined the relationship between perceived stress and suicidal behavior risk, testing the mediating roles of cognitive emotion regulation and impulsivity, and the moderating role of problematic alcohol use in stress-suicidal behavior association in a sample of 121 Spanish adolescents surveyed online. Results showed positive and significant associations between perceived stress and suicidal behavior risk, as well a mediation role of adaptive cognitive emotion regulation strategies and a moderation role of problematic alcohol use between perceived stress and suicidal behavior risk, supporting stress as an influential factor in suicidal behavior. Our findings emphasize adaptive emotional regulation strategies in stressful situations, as well as the importance of promoting responsible alcohol consumption to decrease suicide risk in adolescents. Additionally, they contribute to effective educational suicide prevention programs for young people.
Collapse
|
5
|
Yamamoto M, Sakai M, Yu Z, Nakanishi M, Yoshii H. Glial Markers of Suicidal Behavior in the Human Brain-A Systematic Review of Postmortem Studies. Int J Mol Sci 2024; 25:5750. [PMID: 38891940 PMCID: PMC11171620 DOI: 10.3390/ijms25115750] [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: 04/15/2024] [Revised: 05/11/2024] [Accepted: 05/14/2024] [Indexed: 06/21/2024] Open
Abstract
Suicide is a major public health priority, and its molecular mechanisms appear to be related to glial abnormalities and specific transcriptional changes. This study aimed to identify and synthesize evidence of the relationship between glial dysfunction and suicidal behavior to understand the neurobiology of suicide. As of 26 January 2024, 46 articles that met the inclusion criteria were identified by searching PubMed and ISI Web of Science. Most postmortem studies, including 30 brain regions, have determined no density or number of total Nissl-glial cell changes in suicidal patients with major psychiatric disorders. There were 17 astrocytic, 14 microglial, and 9 oligodendroglial studies using specific markers of each glial cell and further on their specific gene expression. Those studies suggest that astrocytic and oligodendroglial cells lost but activated microglia in suicides with affective disorder, bipolar disorders, major depression disorders, or schizophrenia in comparison with non-suicided patients and non-psychiatric controls. Although the data from previous studies remain complex and cannot fully explain the effects of glial cell dysfunction related to suicidal behaviors, they provide risk directions potentially leading to suicide prevention.
Collapse
Affiliation(s)
- Mana Yamamoto
- Department of Psychiatric Nursing, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan
| | - Mai Sakai
- Department of Psychiatric Nursing, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan
| | - Zhiqian Yu
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-machi, Aoba-ku, Sendai 980-8573, Japan
| | - Miharu Nakanishi
- Department of Psychiatric Nursing, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan
| | - Hatsumi Yoshii
- Department of Psychiatric Nursing, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan
| |
Collapse
|
6
|
Rogerson O, O'Connor RC, O'Connor DB. The effects of childhood trauma on stress-related vulnerability factors and indicators of suicide risk: An ecological momentary assessment study. J Affect Disord 2024; 352:479-489. [PMID: 38342320 DOI: 10.1016/j.jad.2024.02.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 02/01/2024] [Accepted: 02/08/2024] [Indexed: 02/13/2024]
Abstract
BACKGROUND Childhood trauma is experienced by approximately one third of young people in the United Kingdom and has been shown to confer an increased risk for mental health difficulties in adulthood. Understanding the associations between these factors before negative health outcomes manifest in adulthood is imperative to help inform the development of interventions. The aims of this study were two-fold; first, to investigate the effects of childhood trauma on daily stress-related vulnerability factors over a period of 7 days and to test whether any observed relationships were moderated by protective or risk factors. Second, to explore the indirect effects of childhood trauma on reasons for living, optimism, daily suicide ideation, defeat and entrapment through the daily stress-related vulnerability factors. METHODS 212 participants were recruited to an ecological momentary assessment study to complete three diaries per day for a 7-day period. Participants completed daily measures of stress, hassles, executive functioning, impulsivity, sleep quality (stress-related vulnerability factors) as well as measures of reasons for living, optimism, daily thoughts of suicide, defeat and entrapment. The Childhood Trauma Questionnaire was also completed at baseline. RESULTS Analyses found that childhood trauma was significantly associated with higher scores on the daily stress-related vulnerability factors and positively related to each of the daily indicators of suicide risk. The study also uncovered key pathways whereby trauma had indirect effects on reasons for living, optimism, daily thoughts of suicide, defeat and entrapment through executive functioning, impulsivity, sleep quality and stress. LIMITATIONS The measures of executive function and sleep were self-reported and future research ought to replicate the current findings using more objective methods. DISCUSSION The findings from this study highlight the complexity of childhood trauma and its damaging effects on stress-related vulnerability factors and poorer mental health outcomes. Greater understanding of pathways by which trauma may impact later health outcomes is essential for development of interventions.
Collapse
Affiliation(s)
| | - Rory C O'Connor
- Suicidal Behaviour Research Laboratory, Institute of Health & Wellbeing, University of Glasgow, Glasgow, UK
| | | |
Collapse
|
7
|
Bond AE, Houtsma C, Bryan CJ, Anestis MD. Self-Reported Likelihood of a Future Suicide Attempt: The Role of Plans for Suicide. Arch Suicide Res 2024:1-11. [PMID: 38526309 DOI: 10.1080/13811118.2024.2332249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
OBJECTIVE The present study seeks to add to the existing literature by determining if having a plan for suicide, is associated with an individual's self-reported likelihood of attempting suicide in the future. METHOD Data came from a sample of 97 United States Army personnel with past week ideation or lifetime attempt history. Assessments were collected at baseline, 1-month, 3-month, and 6-months. RESULTS Self-reported likelihood of attempting suicide in the future was not associated with the presence of a plan for suicide overall or a plan with a specific method (i.e., firearm, cutting/scratching, and medication). DISCUSSION Although a plan for suicide is commonly thought to indicate elevated risk our findings suggest that presence or absence of suicide plans is not associated with more self-reported likelihood of a future suicide attempt.
Collapse
|
8
|
Littleton LL, Rehbein DM, Barber JJ, Muehlenkamp JJ. Testing Suicide Ideation-to-Action Theory Differences Among Those With Nonsuicidal Self-Injury. Arch Suicide Res 2024:1-12. [PMID: 38451139 PMCID: PMC11380041 DOI: 10.1080/13811118.2024.2323589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
OBJECTIVE Individuals with recent nonsuicidal self-injury (NSSI) are at elevated risk for suicide but our understanding of the factors that impact the emergence of suicidal ideation and/or suicide attempts in this group is limited. The current study aimed to evaluate whether the processes identified by existing ideation-to-action theories of suicide apply within this subgroup. METHOD A sample of 362 university students (77.9% female, 88.5% White) who reported past year engagement in NSSI completed an anonymous online questionnaire assessing past year NSSI, suicidal ideation, and suicide attempts as well as hopelessness, interpersonal, and acquired capability/volitional variables. Participants were divided into NSSI only (controls), NSSI + Ideation, and NSSI + Suicide Attempt groups. RESULTS A one-way ANOVA evaluated group differences on the theoretical factors. There were significant differences between NSSI controls and both the ideation and attempt groups, who did not differ from each other, on hopelessness and interpersonal factors. No significant differences were observed across groups for the volitional factors except for impulsivity, which differed between the NSSI controls and ideation group. CONCLUSION Results suggest suicide ideation-to-action theories may have applicability to understanding the presence of suicide ideation among those with NSSI but may lack specificity for understanding risk for suicide attempts.
Collapse
|
9
|
Moseley RL, Gregory NJ, Smith P, Allison C, Cassidy S, Baron-Cohen S. Potential Mechanisms Underlying Suicidality in Autistic People with Attention Deficit/Hyperactivity Disorder: Testing Hypotheses from the Interpersonal Theory of Suicide. AUTISM IN ADULTHOOD 2024; 6:9-24. [PMID: 38435325 PMCID: PMC10902282 DOI: 10.1089/aut.2022.0042] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
Background Autistic people with co-occurring attention deficit/hyperactivity disorder (ADHD) appear to be at heightened risk of suicide. To understand why, we explored two explanatory mechanisms from the interpersonal theory of suicide: first, that co-occurring ADHD might be associated with greater risk through greater thwarted belongingness and perceived burdensomeness and, secondly, that hyperactive/impulsive features might incur additional risk through their association with painful and provocative events, which are suggested to create "capability" for suicide. Methods Autistic adults (n = 314) completed an online survey including measures of thwarted belongingness, perceived burdensomeness, painful and provocative events, acquired capability for suicide, and ADHD features. Creating an overall index of likely ADHD, we examined associations between likely ADHD, suicide ideation, and lifetime suicide attempts through the parallel mediators of thwarted belongingness, perceived burdensomeness, anxiety, and depression. In several models, we then examined hyperactive, impulsive, and inattentive features as predictors of exposure to painful and provocative events and subsequent capability for suicide, and examined whether these two variables, sequentially or individually, mediated an association with lifetime suicide attempts. Results Likely ADHD was associated with past-year suicide ideation through greater depression and perceived burdensomeness, which also mediated its association with more suicide attempts. Hyperactive and impulsive features were associated with exposure to painful and provocative events and through this acquired suicide capability. Both features were associated with more numerous suicide attempts through these two mediators sequentially, and through exposure to painful and provocative events alone. Conclusions These data suggest that suicidality in autistic people with ADHD may be partially related to perceived burdensomeness and to acquired suicide capability after exposure to painful and provocative events. However, as we observed a pathway to suicidality associated with painful and provocative events alone, it is likely that there are also other explanatory mechanisms for the influence of traumatic events on suicide risk.
Collapse
Affiliation(s)
- Rachel L. Moseley
- Department of Psychology, Bournemouth University, Poole, United Kingdom
| | - Nicola J. Gregory
- Department of Psychology, Bournemouth University, Poole, United Kingdom
| | - Paula Smith
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Carrie Allison
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Sarah Cassidy
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Simon Baron-Cohen
- Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
10
|
Rasmussen S, Martin B, Cramer RJ. Multidimensional Impulsivity and Suicidal Behaviour: A Partial Test of the Integrated Motivational-Volitional (IMV) Model of Suicide. Arch Suicide Res 2024:1-19. [PMID: 38411534 DOI: 10.1080/13811118.2024.2322118] [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] [Indexed: 02/28/2024]
Abstract
OBJECTIVE Suicide remains a public health problem within the United Kingdom (UK) and globally. Impulsivity is a key risk factor within the Integrated Motivational-Volitional Model (IMV) of Suicide warranting further study. The current study applied a multi-dimensional impulsivity framework (UPPS-P) to differentiate suicidality subgroups within an IMV framework (i.e., no suicidal behavior, suicidal ideation only, and suicide attempt). Impulsivity subscales were evaluated as moderators of the suicidal ideation-future suicide attempt link. METHOD Adults living in the UK (N = 1027) completed an online survey addressing demographics, impulsivity, psychological distress, and lifetime suicidal behavior. We used analysis of variance (ANOVA) and linear regression with simple slopes analyses to investigate study objectives. RESULTS Data analyses revealed that: (1) four impulsivity subtypes (negative urgency, positive urgency, lack of premeditation, sensation-seeking) differentially distinguished suicidal behavior groups; (b) negative urgency, positive urgency, and lack of premeditation were meaningfully associated with suicide outcomes, and (c) negative urgency served as a moderator of the suicidal ideation-future attempt link. CONCLUSIONS Urgency, regardless of positive or negative valence, is important for understanding differences in lifetime suicidal behavior. Sensation-seeking may play a protective role for direct suicidal behavior. Negative urgency may be the most prominent aspect of impulsivity when considered as an IMV moderator. Findings are contextualized with respect to impulsivity and IMV frameworks. Clinical implications involve accounting for negative urgency in suicide risk assessment and intervention.
Collapse
|
11
|
Salles J, Stephan F, Molière F, Bennabi D, Haffen E, Bouvard A, Walter M, Allauze E, Llorca PM, Genty JB, Leboyer M, Holtzmann J, Nguon AS, D'Amato T, Rey R, Horn M, Vaiva G, Fond G, Richieri R, Hennion V, Etain B, El-Hage W, Camus V, Courtet P, Aouizerate B, Yrondi A. Indirect effect of impulsivity on suicide risk through self-esteem and depressive symptoms in a population with treatment-resistant depression: A FACE-DR study. J Affect Disord 2024; 347:306-313. [PMID: 37992775 DOI: 10.1016/j.jad.2023.11.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 11/24/2023]
Abstract
INTRODUCTION Suicide is a major health issue. Its prevalence is particularly high in subjects presenting major depression disorder (MDD), making this a key suicide-related risk factor. Suicide attempts in severe forms of MDD were assumed to be linked to impulsivity and loss of control. Nevertheless, we failed to find data specifically investigating the link between impulsivity and suicide risk in treatment-resistant depression (TRD). This study seeks to review this relationship. METHOD Patients were recruited for a prospective cohort. Suicide risk and impulsivity were assessed using the International Neuropsychiatric Interview and Barratt Impulsiveness Scale, Version 10, respectively, while the severity of depressive symptoms was assessed using the Montgomery-Asberg Depression Rating Scale, anxiety with the State-Trait Anxiety Inventory and childhood maltreatment using the Childhood Trauma Questionnaire. RESULTS 220 TRD patients were enrolled in the study. The impulsivity score was correlated with self-esteem, marital status, professional status and anxiety. There was no direct link to suicide risk. However, impulsivity was associated with self-esteem (coefficient: -0.24; p value 0.043) and depressive symptom severity (coefficient: 0.; p value 0.045). The suicide risk was significantly correlated with depressive symptom severity (coefficient = 0.38, p < 0.001) and self-esteem (coefficient = -0.34, p = 0.01). Considering these correlations, we postulated that the effect of impulsivity on suicide risk could be mediated by self-esteem in terms of depressive symptom severity and we finally found a relevant mediation model within impulsivity having an indirect effect on suicide risk by impacting self-esteem and depressive symptoms with anxiety also playing a significant role as a covariable. CONCLUSION We found that impulsivity could play an indirect role with the involvement of self-esteem and depressive symptoms and the contributing role of anxiety.
Collapse
Affiliation(s)
- Juliette Salles
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service des urgences psychiatriques, Infinity (Infinity, Department of Emergency Psychiatry), INSERM UMR1291, CNRS UMR5051, Centre Hospitalier Universitaire de Toulouse (Toulouse University Hospital), Toulouse, France
| | - Florian Stephan
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service Hospitalo-Universitaire de Psychiatrie Générale et de Réhabilitation Psycho Sociale 29G01 et 29G02 (University Hospital Department of General Psychiatry and Psycho-Social Rehabilitation 29G01 and 29G02), Centre Expert Depression Résistante FondaMental (Fondaental Expert Centre for Resistant Depression), EA 7479, CHRU de Brest (Brest Regional University Hospital), Hôpital de Bohars (Bohars Hospital), Brest, France
| | - Fanny Molière
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Department of Emergency Psychiatry and Acute Care, CHU Montpellier (Montpellier University Hospital), INSERM U1061, Montpellier University, Montpellier, France
| | - Djamila Bennabi
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service de Psychiatrie (Department of Psychiatry), Centre Expert Dépression Résistante FondaMental (FondaMental Expert Centre for Resistant Depression), CIC-1431 INSERM, CHU de Besançon (Besançon University Hospital), EA 481 Neurosciences, Université de Bourgogne Franche Comté, Besançon, France
| | - Emmanuel Haffen
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service de Psychiatrie (Department of Psychiatry), Centre Expert Dépression Résistante FondaMental (FondaMental Expert Centre for Resistant Depression), CIC-1431 INSERM, CHU de Besançon (Besançon University Hospital), EA 481 Neurosciences, Université de Bourgogne Franche Comté, Besançon, France
| | - Alexandra Bouvard
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Pôle de Psychiatrie Générale et Universitaire (General and University Psychiatry Unit), Centre de référence régional des pathologies anxieuses et de la dépression (Regional Reference Centre for Anxiety and Depression-Related Disorders), Centre Expert Dépression Résistante FondaMental, CH Charles Perrens, Bordeaux, Laboratoire Nutrition et Neurobiologie intégrée (Integrated Nutrition and Neurobiology Laboratory) (UMR INRAE 1286), Université de Bordeaux, Bordeaux, France
| | - Michel Walter
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service Hospitalo-Universitaire de Psychiatrie Générale et de Réhabilitation Psycho Sociale 29G01 et 29G02 (University Hospital Department of General Psychiatry and Psycho-Social Rehabilitation 29G01 and 29G02), Centre Expert Depression Résistante FondaMental (Fondaental Expert Centre for Resistant Depression), EA 7479, CHRU de Brest (Brest Regional University Hospital), Hôpital de Bohars (Bohars Hospital), Brest, France
| | - Etienne Allauze
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Department of Psychiatry, CHU Clermont-Ferrand, University of Clermont Auvergne, EA 7280 Clermont-Ferrand, France
| | - Pierre Michel Llorca
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Department of Psychiatry, CHU Clermont-Ferrand, University of Clermont Auvergne, EA 7280 Clermont-Ferrand, France
| | - Jean Baptiste Genty
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Université Paris-Est, UMR_S955, UPEC, Créteil, France Inserm, U955, Equipe 15 Psychiatrie génétique (Team 15 Genetic Psychiatry), Créteil, France AP-HP, Hôpital H. Mondor-A. Chenevier, Pôle de psychiatrie (Psychiatry Unit), Créteil, France Fondation FondaMental, Fondation de Cooperation Scientifique (Foundation for Scientific Cooperation), Créteil, France
| | - Marion Leboyer
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Université Paris-Est, UMR_S955, UPEC, Créteil, France Inserm, U955, Equipe 15 Psychiatrie génétique (Team 15 Genetic Psychiatry), Créteil, France AP-HP, Hôpital H. Mondor-A. Chenevier, Pôle de psychiatrie (Psychiatry Unit), Créteil, France Fondation FondaMental, Fondation de Cooperation Scientifique (Foundation for Scientific Cooperation), Créteil, France
| | - Jérôme Holtzmann
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service de Psychiatrie de l'adulte (Department of Adult Psychiatry), Centre Expert Dépression Résistante FondaMental, CHU de Grenoble-Alpes, Hôpital Nord, Grenoble, CS 10217, France
| | - Anne Sophie Nguon
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service de Psychiatrie de l'adulte (Department of Adult Psychiatry), Centre Expert Dépression Résistante FondaMental, CHU de Grenoble-Alpes, Hôpital Nord, Grenoble, CS 10217, France
| | - Thierry D'Amato
- Fondation FondaMental (FondaMental Foundation), Créteil, France; INSERM U1028, CNRS UMR5292, University Lyon 1, Lyon Neuroscience Research Centre, Psychiatric Disorders: from Resistance to Response ΨR2 Team, Centre Hospitalier Le Vinatier, Bron, France
| | - Romain Rey
- Fondation FondaMental (FondaMental Foundation), Créteil, France; INSERM U1028, CNRS UMR5292, University Lyon 1, Lyon Neuroscience Research Centre, Psychiatric Disorders: from Resistance to Response ΨR2 Team, Centre Hospitalier Le Vinatier, Bron, France
| | - Mathilde Horn
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service de Psychiatrie adulte (Department of Adult Psychiatry), Centre Expert Dépression Résistante FondaMental, CHRU de Lille, Hôpital Fontan 1, Lille, France
| | - Guillaume Vaiva
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service de Psychiatrie adulte (Department of Adult Psychiatry), Centre Expert Dépression Résistante FondaMental, CHRU de Lille, Hôpital Fontan 1, Lille, France; Centre National de Ressources et Résilience pour les psychotraumatismes (National Psychological Trauma Resource and Resilience Centre) (Cn2r Lille Paris), Lille, France
| | - Guillaume Fond
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Faculté de Médecine (Faculty of Medicine), Marseille Univ, EA 3279, Service d'Épidémiologie et d'Économie de la Santé (Department of Epidemiology and Health Economics), Marseille, France
| | - Raphaelle Richieri
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Pôle Psychiatrie (Psychiatry Unit), Centre Expert Dépression Résistante FondaMental, CHU La Conception, Marseille, France
| | - Vincent Hennion
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Département de Psychiatrie et de Médecine Addictologique (Department of Psychiatry and Addiction Medicine), Lariboisière-Fernand Widal GHU APHP Nord Université Paris cité Paris, France
| | - Bruno Etain
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Département de Psychiatrie et de Médecine Addictologique (Department of Psychiatry and Addiction Medicine), Lariboisière-Fernand Widal GHU APHP Nord Université Paris cité Paris, France; Université Paris Cité, INSERM UMR-S 1144, Optimisation Thérapeutique en Neurospsychopharmacologie (Therapeutic Optimisation in Neuropsychopharmacology), OTeN, F-75006 Paris, France
| | - Wissam El-Hage
- Fondation FondaMental (FondaMental Foundation), Créteil, France; U1253, iBrain, CIC1415, Inserm, Pôle psychiatrie-Addictologie, (Psychiatry-Addiction Unit) CHRU de Tours, Université de Tours, Tours, France
| | - Vincent Camus
- Fondation FondaMental (FondaMental Foundation), Créteil, France; U1253, iBrain, CIC1415, Inserm, Pôle psychiatrie-Addictologie, (Psychiatry-Addiction Unit) CHRU de Tours, Université de Tours, Tours, France
| | - Philippe Courtet
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Department of Emergency Psychiatry and Acute Care, CHU Montpellier (Montpellier University Hospital), INSERM U1061, Montpellier University, Montpellier, France
| | - Bruno Aouizerate
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Pôle de Psychiatrie Générale et Universitaire (General and University Psychiatry Unit), Centre de référence régional des pathologies anxieuses et de la dépression (Regional Reference Centre for Anxiety and Depression-Related Disorders), Centre Expert Dépression Résistante FondaMental, CH Charles Perrens, Bordeaux, Laboratoire Nutrition et Neurobiologie intégrée (Integrated Nutrition and Neurobiology Laboratory) (UMR INRAE 1286), Université de Bordeaux, Bordeaux, France
| | - Antoine Yrondi
- Fondation FondaMental (FondaMental Foundation), Créteil, France; Service de Psychiatrie et de Psychologie Médicale (Department of Psychiatry and Medical Psychology), Centre Expert Dépression Résistante FondaMental, CHU de Toulouse, Hôpital Purpan, ToNIC Toulouse NeuroImaging Centre, Université de Toulouse, INSERM, UPS, Toulouse, France.
| |
Collapse
|
12
|
Diefenbach GJ, Stubbing J, Rice TB, Lord KA, Rudd MD, Tolin DF. Uncovering the role of substance use in suicide attempts using a mixed-methods approach. Suicide Life Threat Behav 2024; 54:70-82. [PMID: 37987548 DOI: 10.1111/sltb.13019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 10/23/2023] [Accepted: 10/31/2023] [Indexed: 11/22/2023]
Abstract
INTRODUCTION Substance use is an established risk factor for suicide attempt. Clarifying the role of substance use in suicide attempts may identify modifiable treatment targets. This study used mixed methods to associate substance use with suicide attempt history and identify pathways through which substance use contributes to attempts. METHODS Study 1 included 213 adult inpatients (n = 127 with substance use disorder [SUD]), who completed assessments of suicide attempt history as well as demographic and clinical suicide risk factors. Study 2 was a narrative analysis of suicide attempt stories described by 20 inpatients diagnosed with SUD. RESULTS In Study 1, patients with co-occurring alcohol and drug use disorders reported more actual lifetime suicide attempts than did those without SUD. In addition, alcohol and drug use disorders were independently associated with lifetime suicide attempts after controlling for demographic and clinical confounders. In Study 2, substance use played a role in all suicide attempts through at least one pathway before, during, or after a triggering stressor, or as suicide attempt method. CONCLUSIONS Substances play a role in suicide attempt baseline risk, acute risk and as means. It is important to target chronic and acute substance use in suicide prevention treatment plans.
Collapse
Affiliation(s)
- Gretchen J Diefenbach
- Anxiety Disorders Center, The Institute of Living, Hartford, Connecticut, USA
- Yale University School of Medicine, New Haven, Connecticut, USA
| | - Jessica Stubbing
- Anxiety Disorders Center, The Institute of Living, Hartford, Connecticut, USA
| | - Tyler B Rice
- Anxiety Disorders Center, The Institute of Living, Hartford, Connecticut, USA
| | - Kayla A Lord
- Anxiety Disorders Center, The Institute of Living, Hartford, Connecticut, USA
| | | | - David F Tolin
- Anxiety Disorders Center, The Institute of Living, Hartford, Connecticut, USA
- Yale University School of Medicine, New Haven, Connecticut, USA
| |
Collapse
|
13
|
Jobes DA, Mandel AA, Kleiman EM, Bryan CJ, Johnson SL, Joiner TE. Facets of Suicidal Ideation. Arch Suicide Res 2024:1-16. [PMID: 38174735 DOI: 10.1080/13811118.2023.2299259] [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] [Indexed: 01/05/2024]
Abstract
According to SAMHSA (2023), approximately 16,600,000 American adults and teens reported having serious thoughts of suicide in 2022. While suicide prevention has primarily focused on suicide deaths and attempts, we contend that suicidal ideation (SI) deserves more in-depth investigation and should be an essential intervention target on its own. In support of this point, we provide three examples of ways to improve specificity in understanding of SI through the study of controllability of SI, the language used to assess SI, and measuring SI in real time. We also consider qualitative work on the content of SI, its treatment, and definitional considerations. We thus call for an increased general focus on SI within research, clinical care, and policy.
Collapse
|
14
|
Picou P, Moscardini EH, Perkins K, Tucker RP, Hill RM. Negative Urgency, (Lack of) Premeditation, and Sensation Seeking: Indirect Relationships with Suicidal Ideation through Thwarted Interpersonal Needs. Arch Suicide Res 2024; 28:358-371. [PMID: 36786540 DOI: 10.1080/13811118.2023.2176271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
OBJECTIVE Differences in how impulsivity is conceptualized, along with a myopic focus on impulsivity's relationship with historical suicidal behaviors, have resulted in limited implications made from prior research regarding impulsivity and suicidal thoughts and behaviors. The current study investigated the indirect effect facets of impulsivity may have on suicidal ideation, specifically, through thwarted interpersonal needs. METHODS Participants were N = 424 undergraduate students who completed a cross-sectional survey. Participants completed the Urgency, Premeditation, Perseverance, Sensation Seeking, Impulsive Behavior Scale (UPPS), the Adult Suicide Ideation Questionnaire (ASIQ), and the Interpersonal Needs Questionnaire (INQ). Parallel mediation models were run to examine the relation between facets of impulsivity, perceived burdensomeness, thwarted belongingness, and suicidal ideation. RESULTS Thwarted belonginess and perceived burdensomeness significantly accounted for the variance in the relation between negative urgency and suicidal ideation. Neither thwarted belongingness nor perceived burdensomeness significantly explained variance in the relation between (lack of) premeditation and suicidal ideation. Conversely, perceived burdensomeness and thwarted belonginess significantly explained the inverse relation between sensation seeking and suicidal ideation (i.e., greater sensation seeking was related to lower perceived burdensomeness and thwarted belongingness and in turn lower suicidal ideation). CONCLUSION Negative urgency, in particular, is related to suicidal ideation through thwarted interpersonal needs. Future research should continue to differentiate between various types of impulsivity and its relationship with both suicidal ideation and behaviors utilizing both cross-sectional and ambulatory assessments of these constructs.HIGHLIGHTSNegative urgency is related to suicidal ideation.Negative urgency is related to thwarted interpersonal needs.Thwarted interpersonal needs partially explain the relation between negative urgency and suicidal ideation.
Collapse
|
15
|
Kim M, Lee YJ, Hwang J, Woo SI, Hahn SW. Impulsivity in Major Depressive Disorder Patients with Suicidal Ideation: Event-related Potentials in a GoNogo Task. CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE : THE OFFICIAL SCIENTIFIC JOURNAL OF THE KOREAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY 2023; 21:787-797. [PMID: 37859452 PMCID: PMC10591160 DOI: 10.9758/cpn.23.1064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/23/2023] [Accepted: 04/26/2023] [Indexed: 10/21/2023]
Abstract
Objective : Suicidal ideation is one of the strongest predictors of suicide, and its relevance to impulsivity in depressed patients has been accumulated. Furthermore, high impulsivity patients show the attenuation of the Nogo amplitude in the GoNogo event-related potential (ERP). The purpose of the current study is to determine the correlation of Nogo ERP to the suicidal ideation depending on the condition of its presence or absence in major depressive disorder (MDD) patients. Methods : A total 162 participants (104 patients with suicidal ideation, 31 patients without suicidal ideation, and 27 healthy controls) were recruited, and performed GoNogo tasks during the electroencephalogram measurement. Depression, anxiety, suicidal ideation and impulsivity were assessed by self-rating scales. The clinical measures, behavioral data and Nogo ERP were compared among groups. Results : The MDD with suicidal ideation (SI) group showed significantly decreased Nogo P3 amplitudes compared to MDD without SI (Fz and Cz electrodes) and control group (all electrodes). The MDD with SI group also had significantly low accuracy of both Go and Nogo trails, compared to the MDD without group. The Nogo P3 amplitudes showed the negative relation to the scores of impulsivity, depression, anxiety and SI. Conclusion : Our results concluded that the Nogo P3 ERP amplitude was decreased in MDD patients with SI compared to MDD patients without SI and controls. These findings suggest that the decreased Nogo P3 amplitude is the one of the candidate biomarker for impulsivity in MDD patients to evaluating SI.
Collapse
Affiliation(s)
- Minjae Kim
- Department of Psychiatry, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Yeon Jung Lee
- Department of Psychiatry, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Jaeuk Hwang
- Department of Psychiatry, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Sung-il Woo
- Department of Psychiatry, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Sang-Woo Hahn
- Department of Psychiatry, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| |
Collapse
|
16
|
Seo J, Lee S, Lee J, Jeon S, Hwang Y, Kim J, Kim SJ. Effects of sleep and impulsivity on suicidality in shift and non-shift workers. J Affect Disord 2023; 338:554-560. [PMID: 37393955 DOI: 10.1016/j.jad.2023.06.066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 06/06/2023] [Accepted: 06/27/2023] [Indexed: 07/04/2023]
Abstract
INTRODUCTION Shift workers are known to have a higher suicide risk than non-shift workers. Sleep disturbance and impulsivity are also risk factors for suicidality. This study investigated the effects of poor sleep and impulsivity on suicidality in shift and non-shift workers. METHODS In total, 4572 shift workers (37.0 ± 9.84 years, 2150 males) and 2093 non-shift workers (37.8 ± 9.73 years, 999 males) participated in an online self-report survey. Suicidality was assessed using the Suicidal Behaviors Questionnaire. The Pittsburgh Sleep Quality Index was employed to explore subjective sleep quality, the Insomnia Severity Index to detect insomnia, the Epworth Sleepiness Scale (ESS) to evaluate excessive daytime sleepiness (EDS), the Center for Epidemiological Studies-Depression (CES-D) Scale to assess depressive symptoms, and the Impulsive Behavior Scale (UPPS-P) to explore impulsivity. RESULTS Shift workers showed poorer sleep quality, and greater impulsivity and suicidality, than non-shift workers. Impulsivity, sleep duration, sleep quality, and insomnia were significantly associated with suicidality, independent of depression. For both shift and non-shift workers, sleep quality moderated the association between impulsivity and suicidality. However, the moderating effects of sleep duration and EDS on the association between impulsivity and suicidality were apparent only in non-shift workers, while a moderating effect of insomnia was observed only in shift workers. CONCLUSION Shift work, sleep disturbances and impulsivity may exacerbate suicide risk. In addition, the interrelationships among insomnia, EDS, impulsivity, and suicidality may differ between shift and non-shift workers.
Collapse
Affiliation(s)
- Jihyo Seo
- Department of Psychiatry, Sungkyunkwan University College of Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Somi Lee
- Department of Psychiatry, Sungkyunkwan University College of Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Jooyoung Lee
- Department of Psychiatry, Sungkyunkwan University College of Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Sehyun Jeon
- Department of Psychiatry, Sungkyunkwan University College of Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Yunjee Hwang
- Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea
| | - Jichul Kim
- Department of Psychiatry, Sungkyunkwan University College of Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Seog Ju Kim
- Department of Psychiatry, Sungkyunkwan University College of Medicine, Samsung Medical Center, Seoul, Republic of Korea.
| |
Collapse
|
17
|
Naifeh JA, Ursano RJ, Stein MB, Herberman Mash HB, Aliaga PA, Fullerton CS, Dinh HM, Kao TC, Sampson NA, Kessler RC. Prospective associations of emotion reactivity and risk behaviors with suicide attempts in US Army soldiers. Psychol Med 2023; 53:6124-6131. [PMID: 36330831 PMCID: PMC10364386 DOI: 10.1017/s0033291722003300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Emotion reactivity and risk behaviors (ERRB) are transdiagnostic dimensions associated with suicide attempt (SA). ERRB patterns may identify individuals at increased risk of future SAs. METHODS A representative sample of US Army soldiers entering basic combat training (n = 21 772) was surveyed and followed via administrative records for their first 48 months of service. Latent profile analysis of baseline survey items assessing ERRB dimensions, including emotion reactivity, impulsivity, and risk-taking behaviors, identified distinct response patterns (classes). SAs were identified using administrative medical records. A discrete-time survival framework was used to examine associations of ERRB classes with subsequent SA during the first 48 months of service, adjusting for time in service, socio-demographic and service-related variables, and mental health diagnosis (MH-Dx). We examined whether associations of ERRB classes with SA differed by year of service and for soldiers with and without a MH-Dx. RESULTS Of 21 772 respondents (86.2% male, 61.8% White non-Hispanic), 253 made a SA. Four ERRB classes were identified: 'Indirect Harming' (8.9% of soldiers), 'Impulsive' (19.3%), 'Risk-Taking' (16.3%), and 'Low ERRB' (55.6%). Compared to Low ERRB, Impulsive [OR 1.8 (95% CI 1.3-2.4)] and Risk-Taking [OR 1.6 (95% CI 1.1-2.2)] had higher odds of SA after adjusting for covariates. The ERRB class and MH-Dx interaction was non-significant. Within each class, SA risk varied across service time. CONCLUSIONS SA risk within the four identified ERRB classes varied across service time. Impulsive and Risk-Taking soldiers had increased risk of future SA. MH-Dx did not modify these associations, which may therefore help identify risk in those not yet receiving mental healthcare.
Collapse
Affiliation(s)
- James A. Naifeh
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Robert J. Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Murray B. Stein
- Department of Psychiatry and School of Public Health, University of California San Diego, La Jolla, CA
- VA San Diego Healthcare System, San Diego, CA
| | - Holly B. Herberman Mash
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Pablo A. Aliaga
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Carol S. Fullerton
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Hieu M. Dinh
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Tzu-Cheg Kao
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Nancy A. Sampson
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| |
Collapse
|
18
|
Rogerson O, Baguley T, O'Connor DB. Childhood Trauma and Suicide. CRISIS 2023; 44:433-441. [PMID: 36537105 DOI: 10.1027/0227-5910/a000886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/23/2023]
Abstract
Background: Suicide is a leading cause of death worldwide, and childhood trauma has been found to be an important risk factor. However, the mechanisms linking trauma to suicide risk remain unclear. Aims: The current registered report sought to (1) investigate whether childhood trauma and its subtypes were related to suicide risk in adulthood and (2) explore the potential mechanisms associating childhood trauma with suicide and well-being, especially executive functioning, impulsivity, and stress. Method: A cross-sectional survey of 457 individuals who reported experiencing suicide ideation in the past 12 months. Results: Childhood trauma and its subtypes were associated with an increased risk of reporting recent suicide thoughts, COVID-19-related suicide attempts, and recent suicide attempts. There were also significant indirect effects of childhood trauma on recent suicide ideation and well-being through executive functioning and impulsivity. Conclusion: These findings show that childhood trauma is associated with suicide risk in adulthood and suggest that poorer executive functioning and higher levels of impulsivity contribute to this increased risk. These results have implications for the development of future interventions to reduce suicide vulnerability.
Collapse
Affiliation(s)
| | - Thom Baguley
- School of Social Sciences, Nottingham Trent University, Nottingham, UK
| | | |
Collapse
|
19
|
Wallace GT, Henry KL, Barrett KC, Conner BT. Personality and emotion dysregulation profiles predict differential engagement in a wide range of health-risk behaviors. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2023; 71:1740-1752. [PMID: 34243687 DOI: 10.1080/07448481.2021.1947302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 03/13/2021] [Accepted: 06/08/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE Health-risk behaviors have an unclear etiology and college students have elevated risk for engagement. Emotion dysregulation and several personality dimensions have been implicated in health-risk behaviors, but these constructs have rarely been studied together. Further, it is unknown if different types of health-risk behaviors have distinct etiologies. PARTICIPANTS 2077 college students completed a cross-sectional survey. METHODS Latent profile analysis discerned classes of participants from emotion dysregulation and personality dimensions. Differential engagement in self-injury, suicidality, disordered eating, substance misuse, and unprotected sex was evaluated across classes. RESULTS Three classes were identified, which were primarily distinguished by emotion dysregulation, urgency, and neuroticism. Health-risk behaviors generally increased across classes with increasing emotion-related constructs. Self-injury and suicidality demonstrated different patterns than other health-risk behaviors. CONCLUSIONS Results elucidate heterogeneity in health-risk behavior engagement. Focusing on emotional difficulties may be more important for reducing self-injury and suicidality than disordered eating, substance misuse, and risky sex.
Collapse
Affiliation(s)
- Gemma T Wallace
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| | - Kimberly L Henry
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| | - Karen C Barrett
- Department of Human Development and Family Studies, Colorado State University, Fort Collins, Colorado, USA
| | - Bradley T Conner
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| |
Collapse
|
20
|
Chen X, Li S. Serial mediation of the relationship between impulsivity and suicidal ideation by depression and hopelessness in depressed patients. BMC Public Health 2023; 23:1457. [PMID: 37525167 PMCID: PMC10388524 DOI: 10.1186/s12889-023-16378-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 07/24/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Close relationships have been observed among impulsivity, depression, hopelessness, and suicidal ideation in depressed patients. However, the precise mechanism that connects these psychological symptoms remains unclear. This study aims to explore the mediation effect of depression and hopelessness on the relationship between impulsivity and suicidal ideation in depressed patients. METHODS A total of 258 depressed patients were evaluated using the Hamilton Depression Scale, the Beck Hopelessness Scale, the Scale for Suicide Ideation, and the Barratt Impulsiveness Scale. A path analysis was afterwards performed to determine the specified relationships in the proposed model. RESULTS The relationship between impulsivity and suicidal ideation was found to be serially mediated by depression and hopelessness. The mediating effect of depression and hopelessness accounted for 26.59% of the total effect. Specifically, in the pathway from impulsivity to hopelessness, the mediating effect of depression accounted for 40.26%. Moreover, the relationship between impulsivity and suicidal ideation was mediated by hopelessness, with the mediating effect accounting for 12.41%. It is important to note that these relationships were observed to be independent of age and marital status. Furthermore, the proposed model demonstrated a good fit with the data. CONCLUSIONS This study identified a serial mediation pathway between impulsivity and suicidal ideation, mediated by depression and hopelessness. Our findings indicate that impulsivity indirectly influences suicidal ideation through its association with depression, which subsequently contributes to feelings of hopelessness. These results emphasize the importance of addressing symptoms of depression and hopelessness in the prevention and intervention efforts targeting individuals with depression. Additionally, monitoring and addressing impulsivity levels may also be crucial in reducing the risk of suicidal ideation among this population. These findings provide valuable insights for future preventive programs and interventions aimed at mitigating suicidal ideation in individuals with depression.
Collapse
Affiliation(s)
- Xiaoli Chen
- School of Teacher Education, Weifang University, Shandong, China.
| | - Shupeng Li
- School of Economics and Management, Shandong Vocational College of Information Technology, Shandong, China
| |
Collapse
|
21
|
Wetherall K, O'Connor R. Suicide prevention targeting middle-aged males: the role of primary care. Br J Gen Pract 2023; 73:292-294. [PMID: 37385764 PMCID: PMC10325605 DOI: 10.3399/bjgp23x733197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/01/2023] Open
Affiliation(s)
- Karen Wetherall
- Veterinary and Life Sciences, University of Glasgow, Glasgow
| | - Rory O'Connor
- Veterinary and Life Sciences, University of Glasgow, Glasgow
| |
Collapse
|
22
|
Myers CE, Dave CV, Callahan M, Chesin MS, Keilp JG, Beck KD, Brenner LA, Goodman MS, Hazlett EA, Niculescu AB, St. Hill L, Kline A, Stanley BH, Interian A. Improving the prospective prediction of a near-term suicide attempt in veterans at risk for suicide, using a go/no-go task. Psychol Med 2023; 53:4245-4254. [PMID: 35899406 PMCID: PMC9883589 DOI: 10.1017/s0033291722001003] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 03/01/2022] [Accepted: 03/28/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Neurocognitive testing may advance the goal of predicting near-term suicide risk. The current study examined whether performance on a Go/No-go (GNG) task, and computational modeling to extract latent cognitive variables, could enhance prediction of suicide attempts within next 90 days, among individuals at high-risk for suicide. METHOD 136 Veterans at high-risk for suicide previously completed a computer-based GNG task requiring rapid responding (Go) to target stimuli, while withholding responses (No-go) to infrequent foil stimuli; behavioral variables included false alarms to foils (failure to inhibit) and missed responses to targets. We conducted a secondary analysis of these data, with outcomes defined as actual suicide attempt (ASA), other suicide-related event (OtherSE) such as interrupted/aborted attempt or preparatory behavior, or neither (noSE), within 90-days after GNG testing, to examine whether GNG variables could improve ASA prediction over standard clinical variables. A computational model (linear ballistic accumulator, LBA) was also applied, to elucidate cognitive mechanisms underlying group differences. RESULTS On GNG, increased miss rate selectively predicted ASA, while increased false alarm rate predicted OtherSE (without ASA) within the 90-day follow-up window. In LBA modeling, ASA (but not OtherSE) was associated with decreases in decisional efficiency to targets, suggesting differences in the evidence accumulation process were specifically associated with upcoming ASA. CONCLUSIONS These findings suggest that GNG may improve prediction of near-term suicide risk, with distinct behavioral patterns in those who will attempt suicide within the next 90 days. Computational modeling suggests qualitative differences in cognition in individuals at near-term risk of suicide attempt.
Collapse
Affiliation(s)
- Catherine E. Myers
- Research Service, VA New Jersey Health Care System, East Orange, NJ, USA
- Department of Pharmacology, Physiology & Neuroscience, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA
| | - Chintan V. Dave
- Research Service, VA New Jersey Health Care System, East Orange, NJ, USA
- Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy and Aging Research; Rutgers University, New Brunswick, NJ, USA
| | - Michael Callahan
- Mental Health and Behavioral Sciences, VA New Jersey Health Care System, Lyons, NJ, USA
| | - Megan S. Chesin
- Department of Psychology, William Patterson University, Wayne, NJ, USA
| | - John G. Keilp
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, USA
| | - Kevin D. Beck
- Research Service, VA New Jersey Health Care System, East Orange, NJ, USA
- Department of Pharmacology, Physiology & Neuroscience, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, USA
| | - Lisa A. Brenner
- VA Rocky Mountain Mental Illness Research Education and Clinical Center, Eastern Colorado Health Care System, Aurora, CO, USA
- Departments of Physical Medicine and Rehabilitation, Psychiatry, and Neurology, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Marianne S. Goodman
- VISN 2 Mental Illness, Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Erin A. Hazlett
- VISN 2 Mental Illness, Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alexander B. Niculescu
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
- Indianapolis Veterans Affairs Medical Center, Indianapolis, IN, USA
| | - Lauren St. Hill
- Mental Health and Behavioral Sciences, VA New Jersey Health Care System, Lyons, NJ, USA
| | - Anna Kline
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Barbara H. Stanley
- Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, USA
| | - Alejandro Interian
- Mental Health and Behavioral Sciences, VA New Jersey Health Care System, Lyons, NJ, USA
- Department of Psychiatry, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| |
Collapse
|
23
|
Huang Y, Chen D, Levin AM, Ahmedani BK, Frank C, Li M, Wang Q, Gui H, Sham PC. Cross-phenotype relationship between opioid use disorder and suicide attempts: new evidence from polygenic association and Mendelian randomization analyses. Mol Psychiatry 2023; 28:2913-2921. [PMID: 37340172 DOI: 10.1038/s41380-023-02124-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 05/23/2023] [Accepted: 06/07/2023] [Indexed: 06/22/2023]
Abstract
Clinical epidemiological studies have found high co-occurrence between suicide attempts (SA) and opioid use disorder (OUD). However, the patterns of correlation and causation between them are still not clear due to psychiatric confounding. To investigate their cross-phenotype relationship, we utilized raw phenotypes and genotypes from >150,000 UK Biobank samples, and genome-wide association summary statistics from >600,000 individuals with European ancestry. Pairwise association and a potential bidirectional relationship between OUD and SA were evaluated with and without controlling for major psychiatric disease status (e.g., schizophrenia, major depressive disorder, and alcohol use disorder). Multiple statistical and genetics tools were used to perform epidemiological association, genetic correlation, polygenic risk score prediction, and Mendelian randomizations (MR) analyses. Strong associations between OUD and SA were observed at both the phenotypic level (overall samples [OR = 2.94, P = 1.59 ×10-14]; non-psychiatric subgroup [OR = 2.15, P = 1.07 ×10-3]) and the genetic level (genetic correlation rg = 0.38 and 0.5 with or without conditioning on psychiatric traits, respectively). Consistently, increasing polygenic susceptibility to SA is associated with increasing risk of OUD (OR = 1.08, false discovery rate [FDR] =1.71 ×10-3), and similarly, increasing polygenic susceptibility to OUD is associated with increasing risk of SA (OR = 1.09, FDR = 1.73 ×10-6). However, these polygenic associations were much attenuated after controlling for comorbid psychiatric diseases. A combination of MR analyses suggested a possible causal association from genetic liability for SA to OUD risk (2-sample univariable MR: OR = 1.14, P = 0.001; multivariable MR: OR = 1.08, P = 0.001). This study provided new genetic evidence to explain the observed OUD-SA comorbidity. Future prevention strategies for each phenotype needs to take into consideration of screening for the other one.
Collapse
Affiliation(s)
- Yunqi Huang
- Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
- Sichuan Clinical Medical Research Center for Mental Disorders, Chengdu, Sichuan, China
| | - Dongru Chen
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, MI, USA
| | - Albert M Levin
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, USA
| | - Brian K Ahmedani
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, MI, USA
- Behavioral Health Services and Psychiatry Research, Henry Ford Health, Detroit, MI, USA
| | - Cathrine Frank
- Behavioral Health Services and Psychiatry Research, Henry Ford Health, Detroit, MI, USA
| | - Miaoxin Li
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Qiang Wang
- Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
- West China Brain Research Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
- Sichuan Clinical Medical Research Center for Mental Disorders, Chengdu, Sichuan, China.
| | - Hongsheng Gui
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, MI, USA.
- Behavioral Health Services and Psychiatry Research, Henry Ford Health, Detroit, MI, USA.
| | - Pak-Chung Sham
- Department of Psychiatry, Li Ka Shing Faculty of Medicine, the University of Hong Kong, Hong Kong SAR, China
| |
Collapse
|
24
|
Edwards AC, Gentry AE, Peterson RE, Webb BT, Mościcki EK. Multifaceted risk for non-suicidal self-injury only versus suicide attempt in a population-based cohort of adults. J Affect Disord 2023; 333:474-481. [PMID: 37084979 DOI: 10.1016/j.jad.2023.04.040] [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: 09/14/2022] [Revised: 03/27/2023] [Accepted: 04/14/2023] [Indexed: 04/23/2023]
Abstract
BACKGROUND Non-suicidal self-injury and suicide attempt represent significant public health concerns. While these outcomes are related, there is prior evidence that their etiology does not entirely overlap. Efforts to directly differentiate risk across outcomes are uncommon, particularly among older, population-based cohorts. METHODS This research has been conducted using the UK Biobank. Data on individuals' self-reported history of non-suicidal self-injury only versus suicide attempt (maximum N = 6643) were analyzed. Applying LASSO and standard logistic regression, participants reporting one of these outcomes were assessed for differences across a range of sociodemographic, behavioral, and environmental features. RESULTS Sociodemographic features most strongly differentiated between the outcomes of non-suicidal self-injury only versus suicide attempt. Specifically, Black individuals were more likely to report a suicide attempt, as were those of mixed race, those endorsing higher levels of depressive symptoms or trauma history, and those who had experienced financial problems (odds ratios 1.02-3.92). Those more likely to engage in non-suicidal self-injury only were younger, female, had higher levels of education, those who resided with a partner, and those who had a recently injured relative. LIMITATIONS Differences in timing across correlates and outcomes preclude the ability to establish causal pathways. CONCLUSIONS The factors identified in the current study as differentially associated with non-suicidal self-injury only versus suicide attempt provide further evidence of at least partially distinct correlates, and warrant follow-up in independent samples to investigate causality.
Collapse
Affiliation(s)
- Alexis C Edwards
- Department of Psychiatry, Virginia Commonwealth University School of Medicine, Richmond 23298, VA, United States of America; Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond 23298, VA, United States of America.
| | - Amanda Elswick Gentry
- Department of Psychiatry, Virginia Commonwealth University School of Medicine, Richmond 23298, VA, United States of America; Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond 23298, VA, United States of America
| | - Roseann E Peterson
- Department of Psychiatry, Virginia Commonwealth University School of Medicine, Richmond 23298, VA, United States of America; Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond 23298, VA, United States of America; Department of Psychiatry and Behavioral Health, Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn 11205, NY, United States of America
| | - Bradley T Webb
- Department of Psychiatry, Virginia Commonwealth University School of Medicine, Richmond 23298, VA, United States of America; Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond 23298, VA, United States of America; GenOmics, Bioinformatics, and Translational Research Center, Biostatistics and Epidemiology Division, RTI International, Research Triangle Park, NC, United States of America
| | | |
Collapse
|
25
|
Cáceda R, Mirmina J, Kim DJ, Rafiaa M, Carbajal JM, Akram F, Lau J, Chacko M, Tedla A, Teng Y, Perlman G. Low global frontal brain activity is associated with non-planned or impulsive suicide attempts. A preliminary study. J Affect Disord 2023; 326:44-48. [PMID: 36708954 DOI: 10.1016/j.jad.2023.01.084] [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: 09/09/2022] [Revised: 01/08/2023] [Accepted: 01/22/2023] [Indexed: 01/26/2023]
Abstract
BACKGROUND Suicide prevention is limited by the frequent non-planned or impulsive nature of suicidal behavior. For instance, 25-62 % of suicide attempts, occur within 30 min of the onset of suicidal ideation. We aimed to examine frontal brain activity in depressed patients following a suicide attempt and its relationship with the duration of the suicidal process. METHODS We recruited 35 adult patients within three days of a suicide attempt of at least moderate lethality. Duration of the suicidal process was recorded in a semi-structured interview, including suicide contemplation (time from onset of suicidal ideation to decision to kill oneself) and suicide action intervals (time from the decision to kill oneself to suicide attempt). Resting state EEG data from AF7, AF8, TP9 and TP10 leads was collected with a portable MUSE 2 headband system. The average frequency values throughout a 5-minute portable EEG recording were extracted for delta (1-4 Hz), theta (4-8 Hz), alpha (8-13 Hz), and beta (13-30 Hz) waves. RESULTS Delta (r = 0.450, p = 0.021) and theta power (r = 0.395, p = 0.044) were positively correlated with the duration of the suicide action interval. There were no significant correlations of the suicide contemplation interval with clinical or EEG measures. Patients with suicide action interval shorter than 30 min showed lower delta power (U = 113, p = 0.049) compared with those with longer duration. CONCLUSIONS Lower theta and delta activity may reflect hindered cognitive control and inhibition in impulsive suicide attempters. Portable EEG may provide a valuable tool for clinical research and in the management of acutely suicidal patients.
Collapse
Affiliation(s)
- Ricardo Cáceda
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA; Psychiatry Service, Northport Veterans Affairs Medical Center, Northport, New York, USA.
| | - Julianne Mirmina
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Diane J Kim
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Marianne Rafiaa
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Jessica M Carbajal
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Faisal Akram
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Jaisy Lau
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Mason Chacko
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Alemante Tedla
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - York Teng
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| | - Greg Perlman
- Department of Psychiatry and Behavioral Health, Stony Brook University, Stony Brook, NY, USA
| |
Collapse
|
26
|
Jeon ME, Gomez MM, Stewart RA, Joiner TE. Acute suicidal affective disturbance and borderline personality disorder symptoms: Distinct yet correlated constructs. J Affect Disord 2023; 325:62-72. [PMID: 36586595 DOI: 10.1016/j.jad.2022.12.131] [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: 01/28/2022] [Revised: 09/08/2022] [Accepted: 12/23/2022] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Acute Suicidal Affective Disturbance (ASAD) has been proposed to address the need for a suicide-specific diagnostic entity that better accounts for the psychological symptoms that may emerge during an acute suicidal crisis and that may precede imminent suicidal behaviors. However, additional research is needed to establish ASAD's delimitation from preexisting psychological disorders, especially disorders that include suicidal thoughts and behaviors in their diagnostic criteria such as borderline personality disorder (BPD). METHODS We estimated two Gaussian graphical models (GGMs), exploratory factor analysis (EFA) models, and confirmatory factor analysis models in a sample of psychiatric outpatients (N = 460) to examine the structure of ASAD and BPD symptoms. RESULTS Our estimated models showed while most ASAD and BPD symptoms largely shared associations with other symptoms belonging to their respective disorder construct, strong associations connected some ASAD symptoms with BPD symptoms, which, in a network model, emerged in the form of nonzero edges among those symptoms, and in EFA models, as factors that featured both ASAD and BPD symptoms as indicators. CONCLUSIONS Our findings suggest the network structure of the proposed criteria of ASAD features symptoms that are largely distinct to ASAD but do include symptoms that share meaningful correlations with BPD symptoms that suggest ASAD and BPD are correlated constructs.
Collapse
Affiliation(s)
- Min Eun Jeon
- Department of Psychology, Florida State University, Tallahassee, FL, USA.
| | - Marielle M Gomez
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Rochelle A Stewart
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Thomas E Joiner
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| |
Collapse
|
27
|
Quarshie ENB, Dey NEY, Oppong Asante K. Adolescent suicidal behaviour in Namibia: a cross-sectional study of prevalence and correlates among 3,152 school learners aged 12-17 years. BMC Psychiatry 2023; 23:169. [PMID: 36922818 PMCID: PMC10018865 DOI: 10.1186/s12888-023-04646-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 03/01/2023] [Indexed: 03/17/2023] Open
Abstract
BACKGROUND While adolescent suicidal behaviour (ideation, planning, and attempt) remains a global public health concern, available county-specific evidence on the phenomenon from African countries is relatively less than enough. The present study was conducted to estimate the 12-month prevalence and describe some of the associated factors of suicide behaviour among school-going adolescents aged 12-17 years old in Namibia. METHODS Participants (n = 4531) answered a self-administered anonymous questionnaire developed and validated for the nationally representative Namibia World Health Organization Global School-based Student Health Survey conducted in 2013. We applied univariate, bivariable, and multivariable statistical approaches to the data. RESULTS Of the 3,152 analytical sample, 20.2% (95% confidence interval [CI]: 18.3-22.2%) reported suicidal ideation, 25.2% (95% CI: 22.3-28.4%) engaged in suicide planning, and 24.5% (95% CI: 20.9-28.6%) attempted suicide during the previous 12 months. Of those who attempted suicide, 14.6% (95% CI: 12.5-16.9%) reported one-time suicide attempt, and 9.9% (95% CI: 8.1-12.1%) attempted suicide at least twice in the previous 12 months. The final adjusted multivariable models showed physical attack victimisation, bullying victimisation, loneliness, and parental intrusion of privacy as key factors associated with increased likelihood of suicidal ideation, planning, one-time suicide attempt, and repeated attempted suicide. Cannabis use showed the strongest association with increased relative risk of repeated attempted suicide. CONCLUSION The evidence highlights the importance of paying more attention to addressing the mental health needs (including those related to psychological and social wellness) of school-going adolescents in Namibia. While the current study suggests that further research is warranted to explicate the pathways to adolescent suicide in Namibia, identifying and understanding the correlates (at the individual-level, family-level, interpersonal-level, school context and the broader community context) of adolescent suicidal ideations and non-fatal suicidal behaviours are useful for intervention and prevention programmes.
Collapse
Affiliation(s)
| | | | - Kwaku Oppong Asante
- Department of Psychology, University of Ghana, P.O. Box LG 84, Accra, Ghana
- Department of Psychology, University of the Free State, Bloemfontein, South Africa
| |
Collapse
|
28
|
Sjöstrand M, Eyal N. The phantasm of zero suicide. Br J Psychiatry 2023; 222:230-233. [PMID: 36919359 DOI: 10.1192/bjp.2023.3] [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] [Indexed: 03/16/2023]
Abstract
Governments and non-governmental organisations are increasingly adopting a 'zero-suicide' goal, but what such a goal precisely involves is unclear. Ostensibly it strongly prioritises the prevention and elimination of all suicide. We argue that, so understood, a societal goal of zero suicide risks contravening several ethical principles. In terms of beneficence and non-maleficence, a 'zero-suicide' goal risks being inefficient and may burden or harm many people. Autonomy-wise, a blanket ban on all suicide is excessive. As regards social justice, zero suicide risks focusing on the symptoms of social malaise instead of the structures causing it. With respect to transparency, a 'zero' goal that cannot be met makes these authorities look detached and risks frustration, distrust and, worse, stigmatisation of suicide and of mental health conditions. Instead, we propose a middle path for suicide prevention, founded on harm reduction, 'soft group paternalism' and efforts directed at increased quality of life for disadvantaged groups. Although soft group paternalism respects autonomy, this approach permits coercive interferences in certain circumstances. We hope that the justificatory framework tying together these largely familiar elements is novel and sensible.
Collapse
Affiliation(s)
- Manne Sjöstrand
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Sweden
| | - Nir Eyal
- CPLB (IFH), HBSP (SPH), Philosophy (SAS), Henry Rutgers Professor of Bioethics, Rutgers University, USA
| |
Collapse
|
29
|
Martin A, Oehlman M, Hawgood J, O’Gorman J. The Role of Impulsivity and Self-Control in Suicidal Ideation and Suicide Attempt. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5012. [PMID: 36981922 PMCID: PMC10048910 DOI: 10.3390/ijerph20065012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/01/2023] [Accepted: 03/10/2023] [Indexed: 06/18/2023]
Abstract
Two studies are reported examining the relation of self-control, as measured by self-report inventories, to indices of suicidal ideation and suicide attempts. In the first study (n = 113), self-control related significantly (p < 0.05) and negatively to both indices (r = -0.37 and r = -0.26), and, in a hierarchical regression analysis, added significantly to the variance in the suicidal ideation index accounted for by a measure of impulsivity. The second study (n = 223) replicated the findings of the bivariate correlations (r = -0.55 and r = -0.59) with the suicidality indices in the first study, both with the earlier measures and with alternative measures of self-control and impulsivity. Results indicated self-control added to the prediction of both indices and not just the ideation index. The second study also demonstrated that self-control acts as a moderator for perceived stress, a known risk factor for suicidality, such that, at low levels of perceived stress, there is little difference between those high and low in measured self-control, but that at high stress levels, those with high self-control had lower scores on suicidal ideation. The results are interpreted as showing that self-control is a protective factor for suicidality.
Collapse
|
30
|
Stephenson M, Lannoy S, Edwards AC. Shared genetic liability for alcohol consumption, alcohol problems, and suicide attempt: Evaluating the role of impulsivity. Transl Psychiatry 2023; 13:87. [PMID: 36899000 PMCID: PMC10006209 DOI: 10.1038/s41398-023-02389-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 02/24/2023] [Accepted: 02/28/2023] [Indexed: 03/12/2023] Open
Abstract
Heavy drinking and diagnosis with alcohol use disorder (AUD) are consistently associated with risk for suicide attempt (SA). Though the shared genetic architecture among alcohol consumption and problems (ACP) and SA remains largely uncharacterized, impulsivity has been proposed as a heritable, intermediate phenotype for both alcohol problems and suicidal behavior. The present study investigated the extent to which shared liability for ACP and SA is genetically related to five dimensions of impulsivity. Analyses incorporated summary statistics from genome-wide association studies of alcohol consumption (N = 160,824), problems (N = 160,824), and dependence (N = 46,568), alcoholic drinks per week (N = 537,349), suicide attempt (N = 513,497), impulsivity (N = 22,861), and extraversion (N = 63,030). We used genomic structural equation modeling (Genomic SEM) to, first, estimate a common factor model with alcohol consumption, problems, and dependence, drinks per week, and SA included as indicators. Next, we evaluated the correlations between this common genetic factor and five factors representing genetic liability to negative urgency, positive urgency, lack of premeditation, sensation-seeking, and lack of perseverance. Common genetic liability to ACP and SA was significantly correlated with all five impulsive personality traits examined (rs = 0.24-0.53, ps < 0.002), and the largest correlation was with lack of premeditation, though supplementary analyses suggested that these findings were potentially more strongly influenced by ACP than SA. These analyses have potential implications for screening and prevention: Impulsivity can be comprehensively assessed in childhood, whereas heavy drinking and suicide attempt are quite rare prior to adolescence. Our findings provide preliminary evidence that features of impulsivity may serve as early indicators of genetic risk for alcohol problems and suicidality.
Collapse
Affiliation(s)
- Mallory Stephenson
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA.
| | - Séverine Lannoy
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
| | - Alexis C Edwards
- Department of Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
| |
Collapse
|
31
|
Spangenberg L, Friedrich M, Forkmann T, Hallensleben N, Schönfelder A, Rath D, Paashaus L, Teismann T, Glaesmer H. Phenotyping suicidal ideation and behavior: Comparing clinical characteristics and future suicide attempts between suicidal subtypes in two clinical samples. Int J Methods Psychiatr Res 2023; 32:e1940. [PMID: 36056837 PMCID: PMC9976598 DOI: 10.1002/mpr.1940] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 07/11/2022] [Accepted: 08/12/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVES To further validate the concept of suicidal subtypes distinguished by indicators of suicidal thinking and behavior with regard to clinical characteristics and past and future suicide attempts. METHODS Psychiatric inpatients were assessed (study 1: ecological momentary assessments in 74 depressed inpatients with suicidal ideation; study 2: clinical assessments in 224 inpatients after a suicide attempt and over a 12-month follow-up period). Subtypes were identified using latent profile analysis (based on indicators of real-time suicide ideation) and latent class analysis (based on features of past suicide ideation and suicide attempt characteristics). Comparisons between subtypes included clinical characteristics (depression, suicidal ideation, trait impulsivity, childhood trauma) as well as past (study 1) and future (study 2) suicide attempts. RESULTS Suicidal subtypes emerged that are characterized by suicidal ideation means and stability and features of past suicidal behavior (four in study 1, three in study 2). The subtypes differed in terms of depression/suicidal ideation, but not in terms of trait impulsivity/childhood trauma. Although not significant, the subtypes "high-stable" and "low-moderate stable" reported multiple re-attempts more frequently during follow-up than the "low-stable" subtype in study 2. CONCLUSION Differences in clinical variables (and by trend in future suicide attempts) clearly point to the clinical relevance of suicidal subtypes (with variability of suicidal thoughts playing a particularly important role).
Collapse
Affiliation(s)
| | | | | | | | | | - Dajana Rath
- University of Duisburg-Essen, Essen, Germany
| | | | | | | |
Collapse
|
32
|
Moore F, Allott C, O'Connor R. Impulsivity, aggression, and impulsive aggression in suicidality. PERSONALITY AND INDIVIDUAL DIFFERENCES 2023. [DOI: 10.1016/j.paid.2022.111971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
|
33
|
Park JY, Rogers ML, Bloch-Elkouby S, Richards JA, Lee S, Galynker I, You S. Factor Structure and Validation of the Revised Suicide Crisis Inventory in a Korean Population. Psychiatry Investig 2023; 20:162-173. [PMID: 36891601 PMCID: PMC9996151 DOI: 10.30773/pi.2022.0208] [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: 07/19/2022] [Accepted: 12/07/2022] [Indexed: 02/25/2023] Open
Abstract
OBJECTIVE Because of the exceptionally high suicide rates in South Korea, new assessment methods are needed to improve suicide prevention. The current study aims to validate the revised Suicide Crisis Inventory-2 (SCI-2), a self-report measure that assesses a cognitiveaffective pre-suicidal state in a Korean sample. METHODS With data from 1,061 community adults in South Korea, confirmatory factor analyses were first conducted to test the proposed one-factor and five-factor structures of the SCI-2. Also, an exploratory factor analysis (EFA) was performed to examine possible alternative factor structure of the inventory. RESULTS The one-factor model of the SCI-2 resulted in good model fit and similarly, the five-factor model also exhibited strong fit. Comparing the two models, the five-factor was evaluated as the superior model fit. An alternative 4-factor model derived from EFA exhibited a comparable model fit. The Korean version of the SCI-2 had high internal consistency and strong concurrent validity in relation to symptoms of suicidal ideation, depression, and anxiety. CONCLUSION The SCI-2 is an appropriate and a valid tool for measuring one's proximity to imminent suicide risk. However, the exact factor structure of the SCI-2 may be culture-sensitive and warrants further study.
Collapse
Affiliation(s)
- Ji Yoon Park
- Icahn School of Medicine, Mount Sinai Beth Israel, New York, NY, USA.,Department of Counseling and Clinical Psychology, Teachers College, Columbia University, New York, NY, USA
| | - Megan L Rogers
- Department of Psychology, Texas State University, San Marcos, TX, USA
| | | | | | - Sungwoo Lee
- Department of Psychology, Chungbuk National University, Cheongju, Republic of Korea
| | - Igor Galynker
- Icahn School of Medicine, Mount Sinai Beth Israel, New York, NY, USA
| | - Sungeun You
- Department of Psychology, Chungbuk National University, Cheongju, Republic of Korea
| |
Collapse
|
34
|
Forty J, Navaneetham K, Letamo G. Prevalence and predictors of suicidal behaviours among primary and secondary school going adolescents in Botswana. PLoS One 2023; 18:e0282774. [PMID: 36917583 PMCID: PMC10013884 DOI: 10.1371/journal.pone.0282774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 02/22/2023] [Indexed: 03/16/2023] Open
Abstract
BACKGROUND There is a scarcity of studies on the prevalence and predictors of suicide behaviors among primary and secondary school going adolescents aged 10-19 years in Botswana hence, this study would fill that gap. METHODS This study used cross-sectional secondary data from Botswana Youth Risk Behavior and Biological Surveillance Survey (BYRBBSS), 2010. Multivariable binary logistic regression models were used to investigate the predictors of suicide behaviours. RESULTS The study shows that 51.5% of the respondents reported having ever contemplated suicide while 40.1% of the respondents attempted suicide in the last 12 months before the survey. The study found that male learners (AOR = 0.61, 95% CI = 0.44-0.83), learners who were not attacked or threatened or injured by someone (AOR = 0.35, 95% CI = 0.17-0.72), who were not bullied (AOR = 0.22, 95% CI = 0.13-0.39), and who were confident of themselves (AOR = 0.55, 95% CI = 0.39-0.76) were less likely to contemplate suicide. Whereas learners with primary school level education were more likely to contemplate suicide (AOR = 2.12, 95% CI = 1.14-3.95). Males were less likely than their female counterparts to attempt suicide (AOR = 0.68, 95% CI = 0.47-0.97). Regarding attempt, learners who had self-confidence (AOR = 0.35, 95% CI = 0.24-0.50), not being bullied (AOR = 0.20, 95% CI = 0.11-0.35), not being attacked or threatened or injured by someone (AOR = 0.35, 95% CI = 0.18-0.69), not engaging in a physical fight that led to injury (AOR = 0.34, 95% CI = 0.19-0.61) were less likely to attempt suicide. Whereas being at primary school (AOR = 5.29, 95% CI = 2.58-10.86), and missing classes once or more in a week (AOR = 1.70, 95% CI = 1.05-2.76) were associated with increased likelihood of suicide attempt. CONCLUSION The study shows that suicide behaviours as big challenges in Botswana among primary and secondary school going adolescents aged 10-19 years. Thus, the study recommends policy interventions aiming at including education on peer bullying or fighting or attack at primary and secondary education levels if not already in existence. There should also be interventions aiming at educating guardians and teachers on consequences of bullying or fighting so that they should consistently remind their children not to bully and for them to open up if they are being bullied. The study further recommends that schools and communities at large should have a psychosocial system for bullying or fighting reporting, follow-up, and appropriate corrective interventions for the offenders. There should also be self-confidence instilling education as well as sex/gender-specific interventions for instance girls can be given platform (private if necessary) to express peculiar problems to them that need specific help.
Collapse
Affiliation(s)
- James Forty
- African Institute for Development Policy, Lilongwe, Malawi
- * E-mail:
| | - Kannan Navaneetham
- Department of Population Studies, University of Botswana, Gaborone, Botswana
| | - Gobopamang Letamo
- Department of Population Studies, University of Botswana, Gaborone, Botswana
| |
Collapse
|
35
|
Shi X, Jiang L, Chen X, Zhu Y. Distinct trajectories of suicidal behaviors throughout the university stage and associated risk and protective factors: A large-scale prospective study. J Affect Disord 2022; 319:407-415. [PMID: 36162687 DOI: 10.1016/j.jad.2022.09.107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 09/05/2022] [Accepted: 09/20/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Suicide is a major public health concern, especially among adolescents and young adults. Although research has begun to explore the developmental trajectories of suicide-related outcomes, most have thus far focused on children and adolescents. The current study extends existing literature by identifying subgroup trajectories and related factors of college students over a two-year period. METHODS The data used in this study was obtained from an ongoing longitudinal study in Guangdong, China. A total of 3871 students participated in assessments performed at three time points at one-year assessment intervals. Growth mixture modeling (GMM) was used to estimate trajectory classes for suicidal behaviors, followed by multivariable logistic regression to explore the association between predictive factors and classes. RESULTS GMM analyses extracted two distinct trajectories of suicidal behaviors: a low-decreasing group (n = 3669, 94.8 %) and a high-increasing group (n = 202, 5.2 %). Multivariate logistic regression analyses revealed that depressive symptoms, non-suicidal self-injury, hopelessness, and childhood emotional abuse served as risk factors for the high-increasing group, while reasons for living served as protective factors. CONCLUSIONS Psychological interventions aimed at reducing the influence of risk factors and bolstering reasons to live may help to decrease the risk of suicide behaviors in college students.
Collapse
Affiliation(s)
- Xuliang Shi
- College of Education, Hebei University, Baoding, China.
| | - Lin Jiang
- College of Education, Hebei University, Baoding, China
| | - Xiaoyan Chen
- Department of Applied Social Sciences, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - Ya Zhu
- Center for Mental Health Education and Counseling, Guangdong University of Science and Technology, Dongguan, China
| |
Collapse
|
36
|
Mandel AA, Revzina O, Jessani Z, Brown GK. Revised Attentional Fixation on Suicide Experiences Questionnaire and its relationship with suicidal ideation and behavior: A cross-sectional study. Suicide Life Threat Behav 2022; 52:1096-1109. [PMID: 35838112 DOI: 10.1111/sltb.12904] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 05/26/2022] [Accepted: 07/04/2022] [Indexed: 12/14/2022]
Abstract
INTRODUCTION The Attentional Fixation on Suicide Experiences Questionnaire (AFSEQ) was developed to measure attentional fixation on suicide, a cognitive process characterized by a preoccupation with suicide as a solution. This study investigated a revised version (AFSEQ-R) and examined differences between those who made a recent suicide attempt and those with suicidal ideation (SI). METHOD Participants were 57 inpatients who attempted suicide within 14 days of study participation and 57 inpatients who presented with SI but no suicidal behavior within the past year. Analyses examined the internal reliability, multidimensionality, and construct validity of the AFSEQ-R, and whether attentional fixation moderated the correlation between SI and attempt status. RESULTS Exploratory factor analysis revealed a two-factor structure, and subscale and total scores demonstrated excellent internal consistency. Cognitive Stuckness (and total score) correlated with SI, anxiety, impulsivity, and specific problem-solving deficits, while Cognitive Dysfunction correlated with anxiety and acted as a moderator of the correlation between Stuckness and SI. AFSEQ-R scores did not moderate the relationship between SI and attempt status. CONCLUSION AFSEQ-R is a psychometrically sound and valid measure of attentional fixation. Attentional fixation on suicide is correlated with SI, and prospective studies are needed to uncover its directional effect on suicidal crises.
Collapse
Affiliation(s)
- Abby Adler Mandel
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Psychology, The Catholic University of America, Washington, District of Columbia, USA
| | - Olga Revzina
- Department of Psychology, The Catholic University of America, Washington, District of Columbia, USA
| | - Zohaib Jessani
- Department of Psychology, The Catholic University of America, Washington, District of Columbia, USA
| | - Gregory K Brown
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| |
Collapse
|
37
|
Impulsivity and aggression in suicide ideators and suicide attempters of high and low lethality. BMC Psychiatry 2022; 22:753. [PMID: 36457001 PMCID: PMC9714086 DOI: 10.1186/s12888-022-04398-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/17/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Impulsivity and aggression have been associated with all forms of suicidal behaviour and linked to theories of suicide capability. There is a need to clarify the role of impulsivity and aggression in the progression from suicidal thoughts to suicide attempts and suicide. METHOD In this naturalistic cross-sectional study, suicide ideators (35), low lethal suicide attempters (37), and high lethal suicide attempters (26) were compared with the Columbia-suicide severity rating scale (C-SSRS), Barratt impulsiveness scale (BIS-11), and the Buss & Perry aggression questionnaire (AQ). RESULTS Physical aggression score (p = 0.032) contributed to the difference between predicted low lethal suicide attempt and predicted high lethal suicide attempt. This model predicting physical aggression showed a fairly weak positive relationship (OR = 1.1) to high lethal attempt and explained 13% of the variance so there is a need for further replications to verify these results. Impulsive behaviour scores in females were significantly higher in the low lethal suicide attempt group compared to suicide ideators (F(2.51) = 3.47, p = 0.039, η²= 0.12). Hostility aggression in females was significantly higher in the high lethal suicide attempters compared to suicide ideators (F(2.52) = 3.53, p = 0.037, η² = 0.12). Physical aggression scores in females were significantly higher in the high lethal attempters compared to suicide ideators (F(2.52) = 6.79, p = 0.002, η²= 0.21). When these analyses were conducted without the participants who died in suicide, men in the high lethal attempt group scored significantly higher than men in the low lethal attempt group (F(2.37) = 3.8, p = 0.031, η² = 0.17), but men did not differ in aggression and impulsivity scores in other comparisons. CONCLUSION Suicide prevention should address physical aggression, as high levels can be associated with high lethal attempts. Assessment of suicidal patients should address impulsive behaviour with the insight that it can be more prominent in female low lethal suicide attempters. It could be that assessment and treatment of suicidal patients should be tailored differently for men and women. Aggression as a feature of suicide capability could be the link that makes suicide possible.
Collapse
|
38
|
Çavdar Toraman M, Sarigedik E, Özçetin A. Evaluation of Psychological Resilience, Alexithymia, and Impulsivity Characteristics in Persons Who Attempted Suicide with Drugs. OMEGA-JOURNAL OF DEATH AND DYING 2022:302228221142092. [PMID: 36441644 DOI: 10.1177/00302228221142092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
OBJECTIVE In this study, it was aimed to research the connection between psychological resilience, alexithymia, depression, anxiety and impulsivity in patients who attempted suicide with drugs. METHODS The patient group (n = 66) who attempted suicide with drugs and the control group (n = 66) without any psychiatric diagnosis were examined in the study. Sociodemographic data form, Psychological Resilience Scale, Toronto Alexithymia Scale (TAS-20), Beck Depression Inventory, Beck Anxiety Inventory, Barratt Impulsivity Scale (BIS-11) were used in the study. RESULTS It was found that PRS dedication and challenge are significantly higher in the control group (p = .039 and p = .003, respectively). When the undiagnosed group who attempted suicide were compared with the control group, it was observed that there is a significant difference between BIS-11 total and TAS total after bonferonni correction (respectively; p = .002; p = .001), while, there is no statistically significant difference in terms of PRS total score (p = .483). CONCLUSION It was observed that patients who attempted suicide with drugs had low levels of psychological resilience, high alexithymia levels. In the absence of an additional diagnosis of depression, psychological resilience did not differ in terms of suicide attempts. In the suicide group, those who did not receive any additional diagnosis were not more impulsive than those who were depressed.
Collapse
Affiliation(s)
| | - Enes Sarigedik
- Department of Child and Adolescent Psychiatry, Sakarya University, Sakarya, Turkey
| | - Adnan Özçetin
- Department of Psychiatry, Duzce University, Duzce, Turkey
| |
Collapse
|
39
|
Rogerson O, Prudenzi A, O'Connor DB. Exploring the relationship between suicide vulnerability, impulsivity and executive functioning during COVID-19: A longitudinal analysis. PSYCHIATRY RESEARCH COMMUNICATIONS 2022; 2:100088. [PMCID: PMC9694475 DOI: 10.1016/j.psycom.2022.100088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 11/18/2022] [Accepted: 11/22/2022] [Indexed: 11/27/2022]
Abstract
Public health emergencies increase the presence and severity of multiple suicide risk factors and thus may increase suicide vulnerability. Understanding how suicide risk factors interact throughout the course of a global pandemic can inform how to help the most vulnerable groups in society. The aims of the research were to explore the associations between, and changes in, suicide vulnerability, COVID-related stress, worry, rumination, executive functioning and impulsivity across the first 6 weeks of UK lockdown (1st April – May 17, 2020). 418 adults in the UK completed an online survey at three time points during the first lockdown (Time 1 (April 1–5th), Time 2 (April 15–19th April), Time 3 (May 13–17th). Impulsivity and executive functioning remained stable across the first six weeks of UK lockdown. COVID-related stress, worry, and rumination decreased throughout the 6 weeks. Suicide vulnerability was associated with greater impulsivity and poorer executive functioning. Sub-group analysis revealed individuals vulnerable to suicide reported worse COVID-related stress, poorer executive function and greater impulsivity than individuals who reported no suicide vulnerability. Individuals vulnerable to suicide appear to have experienced poorer executive functioning, greater impulsivity and COVID-related stress in the initial phase of the COVID-19 pandemic.
Collapse
|
40
|
Ojala O, Kuja-Halkola R, Bjureberg J, Ohlis A, Cederlöf M, Norén Selinus E, Lichtenstein P, Larsson H, Lundström S, Hellner C. Associations of impulsivity, hyperactivity, and inattention with nonsuicidal self-injury and suicidal behavior: longitudinal cohort study following children at risk for neurodevelopmental disorders into mid-adolescence. BMC Psychiatry 2022; 22:679. [PMID: 36329415 PMCID: PMC9635086 DOI: 10.1186/s12888-022-04311-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 10/13/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND The knowledge of how the separate Attention-Deficit/Hyperactivity Disorder (ADHD) subdimensions (impulsivity, hyperactivity, and inattention) are associated with nonsuicidal self-injury (NSSI) and suicidal behavior (SB) is limited. The objective of this study was to investigate the associations of childhood ADHD subdimensions with NSSI and SB in children at risk of neurodevelopmental disorders (NDDs; including ADHD). METHODS The sample (N = 391) included twin pairs where at least one twin screened positive for at least one NDD or common comorbidity at age 9 or 12. Data on ADHD subdimensions was collected through a telephone interview with a caregiver/legal guardian at age 9 or 12, and data on NSSI and SB was collected through an in-person clinical assessment at age 15. The associations between the ADHD subdimensions and NSSI or SB were tested in three different models: (1) univariable, (2) together with the other ADHD subdimensions, and (3) in a confounder-adjusted model including other NDD symptoms in addition to ADHD subdimensions, for NSSI and SB separately. RESULTS A total of 32 (8.2%) adolescents reported life-time engagement of NSSI, and 18 (4.6%) SB. Childhood impulsivity was associated with SB and childhood inattention with NSSI, in all models. Hyperactivity was not meaningfully associated with any of the outcomes. CONCLUSION Impulsivity and inattention, but not hyperactivity, may be of particular importance in understanding SB and NSSI. Brief screening for impulsivity and inattention in childhood could facilitate detection of children vulnerable to NSSI and SB and indicate valuable information for preventive and intervention strategies.
Collapse
Affiliation(s)
- Olivia Ojala
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69 7th fl, SE-11364, Stockholm, Sweden.
| | - Ralf Kuja-Halkola
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Johan Bjureberg
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69 7th fl, SE-11364, Stockholm, Sweden
- Department of Psychology, Stanford University, Stanford, CA, USA
| | - Anna Ohlis
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69 7th fl, SE-11364, Stockholm, Sweden
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Martin Cederlöf
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69 7th fl, SE-11364, Stockholm, Sweden
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Eva Norén Selinus
- Region Vastmanland - Uppsala University, Centre for Clinical Research, Vastmanland Hospital, Vasteras, Sweden
- The Swedish School of Sport and Health Sciences, Stockholm, Sweden
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Sebastian Lundström
- Gillberg Neuropsychiatry Centre, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
- Centre for Ethics, Law and Mental health (CELAM), Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
| | - Clara Hellner
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69 7th fl, SE-11364, Stockholm, Sweden
| |
Collapse
|
41
|
Anvar S, Swerdlow BA, Jobes D, Timpano KR, Mandel AA, Kleiman E, Joiner T, Johnson SL. Emotion-related impulsivity and suicidal ideation: Towards a more specific model. BRITISH JOURNAL OF CLINICAL PSYCHOLOGY 2022; 61:1219-1235. [PMID: 35912940 PMCID: PMC9560962 DOI: 10.1111/bjc.12383] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 06/22/2022] [Accepted: 07/04/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Suicidal ideation is a pervasive and painful experience that varies considerably in its phenomenology. Here, we consider how one key risk variable might inform our understanding of variation in suicidal ideation: emotion-related impulsivity, the trait-like tendency towards unconstrained speech, behaviour, and cognition in the face of intense emotions. We hypothesized that emotion-related impulsivity would be tied to specific features, including severity, perceived lack of controllability, more rapidly fluctuating course, higher scores on a measure of acute suicidal affective disturbance, and more emotional and cognitive disturbance as antecedents. METHODS We recruited two samples of adults (Ns = 421, 221) through Amazon Mechanical Turk (MTurk), with oversampling of those with suicidal ideation. Both samples completed psychometrically sound self-report measures online to assess emotion- and non-emotion-related dimensions of impulsivity and characteristics of suicidal ideation. RESULTS One form of emotion-related impulsivity related to the severity, uncontrollability, dynamic course, and affective and cognitive precursors of ideation. CONCLUSIONS Despite limitations of the cross-sectional design and self-report measures, the current findings highlight the importance of specificity in considering key dimensions of impulsivity and suicidal ideation.
Collapse
Affiliation(s)
- Sarah Anvar
- University of California, Berkeley, California, USA
| | | | - David Jobes
- American University, Washington, District of Columbia, USA
| | | | | | - Evan Kleiman
- Rutgers University, New Brunswick, New Jersey, USA
| | | | | |
Collapse
|
42
|
Kaurin A, Dombrovski AY, Hallquist MN, Wright AG. Momentary interpersonal processes of suicidal surges in borderline personality disorder. Psychol Med 2022; 52:2702-2712. [PMID: 33298227 PMCID: PMC8190164 DOI: 10.1017/s0033291720004791] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Suicide rates are high in borderline personality disorder (BPD) where interpersonal problems trigger intense affective dysregulation and impulses to act on suicidal thoughts. To date, however, no study has examined how interpersonal stressors contribute to momentary within-person links among affect and impulsivity with suicidal ideation (SI), and how those links vary over time in people's daily lives. METHODS A total of 153 individuals diagnosed with BPD and 52 healthy controls completed a 21-day ecological momentary assessment protocol. Of these 153 individuals with BPD, 105 had a history of suicide attempts. Multilevel structural equation modeling was used to examine dynamic links among interpersonal perceptions, affect, state impulsivity, and suicidal intent. RESULTS Aggregated across interactions, lower perceived warmth in others was associated with SI. This direct relationship, however, did not extend to momentary within-person associations. Instead, interpersonal conflicts were linked to SI indirectly via greater negative affect and lower positive affect. While a robust within-person link between interpersonal perceptions and impulsivity emerged, impulsivity did not account for the relationship between interpersonal perceptions and SI. CONCLUSION This intensive longitudinal study illustrates momentary interpersonal signatures of an emerging suicidal crisis. Among people with BPD at high risk for suicide, interpersonal triggers initiate a cascade of affective dysregulation, which in turn gives rise to SI.
Collapse
Affiliation(s)
| | | | - Michael N. Hallquist
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill
| | | |
Collapse
|
43
|
Risk-Taking Behavior among Suicide Attempters. J Clin Med 2022; 11:jcm11144177. [PMID: 35887941 PMCID: PMC9320022 DOI: 10.3390/jcm11144177] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 07/15/2022] [Accepted: 07/16/2022] [Indexed: 01/10/2023] Open
Abstract
Background: Suicidal behavior is a major mental health concern both for the individual and for the public health. Among others, suicidal behavior is associated with impulsivity, risk taking, pain tolerance, and a state of overarousal. In the present study, we investigated if suicide attempters (SAs) reported higher scores for risk-taking when compared with healthy controls (HC) of the general population. Methods: A total of 616 individuals (mean age: 27.07 years; 51.5% females) took part in the study; of those, 240 (39%) were individuals with a suicide attempt (SA) within a time lapse of one to three months, and 376 (61%) were healthy controls (HC). Participants completed a series of self-rating questionnaires covering sociodemographic information, risk-taking (Risk-Taking Questionnaire 18; RT-18), and suicidal behavior (Suicide Behaviors Questionnaire-Revised; SBQ-R). Results: Compared with HCs, individuals with SA reported higher risk-taking and suicidal behavior scores. The risk-taking questionnaire yielded a four-factor solution: Thrill and sensation seeking; Cautious procedure; Cautious decision making; Impulsive behavior. Compared with HCs, SAs showed the highest scores for thrill and sensation seeking and impulsive behavior. Conclusions: Compared with healthy controls, individuals reporting a recent suicide attempt also reported a higher propensity to thrill and sensation seeking and impulsive behavior as a proxy of risk-taking behavior. The present results corroborate the notion that, among others, suicide attempts appeared to be less related to premeditation, but rather to impulsive and thus spontaneous behavior.
Collapse
|
44
|
Impulsivity as a mediator between childhood maltreatment and suicidal behavior: A systematic review and meta-analysis. J Psychiatr Res 2022; 151:95-107. [PMID: 35477079 DOI: 10.1016/j.jpsychires.2022.04.021] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 03/28/2022] [Accepted: 04/18/2022] [Indexed: 01/15/2023]
Abstract
Childhood maltreatment is a known risk factor for the development of suicidal behavior. Possible mediators of the association between childhood maltreatment and suicide have been analyzed. Some studies have considered impulsivity as one of these mediators, but there are no previous reviews on this topic. We, therefore, present a systematic review and mediation meta-analysis of the literature summarizing the evidence on impulsivity as a mediator of the relationship between childhood maltreatment and lifetime suicidal behavior. This review followed the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. The review was registered in the PROSPERO database. We searched PubMed, PsycINFO, WebOfScience, and EMBASE databases up to February 2021 to identify studies exploring the association between childhood maltreatment and suicide through impulsivity. Fourteen articles met the selection criteria and were included in the review. Seven articles could be included in the mediation meta-analysis. Impulsivity was a significant mediator of the relationship between childhood maltreatment and suicidal behavior in ten of the fourteen included studies. This result was confirmed using mediation meta-analysis (β = .06, 95% CI 0.03-0.10). Studies suggest that exposure to traumatic situations in childhood affects the proper neurobiological, cognitive, and affective development of individuals. This may increase impulsivity, which in turn would be related to an increased risk of suicide. The effects of childhood maltreatment and impulsivity may be both therapeutic targets of interest to reduce suicide rates.
Collapse
|
45
|
García-Martínez C, Oliván-Blázquez B, Fabra J, Martínez-Martínez AB, Pérez-Yus MC, López-Del-Hoyo Y. Exploring the Risk of Suicide in Real Time on Spanish Twitter: Observational Study. JMIR Public Health Surveill 2022; 8:e31800. [PMID: 35579921 PMCID: PMC9157318 DOI: 10.2196/31800] [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: 07/06/2021] [Revised: 12/22/2021] [Accepted: 02/24/2022] [Indexed: 11/15/2022] Open
Abstract
Background Social media is now a common context wherein people express their feelings in real time. These platforms are increasingly showing their potential to detect the mental health status of the population. Suicide prevention is a global health priority and efforts toward early detection are starting to develop, although there is a need for more robust research. Objective We aimed to explore the emotional content of Twitter posts in Spanish and their relationships with severity of the risk of suicide at the time of writing the tweet. Methods Tweets containing a specific lexicon relating to suicide were filtered through Twitter's public application programming interface. Expert psychologists were trained to independently evaluate these tweets. Each tweet was evaluated by 3 experts. Tweets were filtered by experts according to their relevance to the risk of suicide. In the tweets, the experts evaluated: (1) the severity of the general risk of suicide and the risk of suicide at the time of writing the tweet (2) the emotional valence and intensity of 5 basic emotions; (3) relevant personality traits; and (4) other relevant risk variables such as helplessness, desire to escape, perceived social support, and intensity of suicidal ideation. Correlation and multivariate analyses were performed. Results Of 2509 tweets, 8.61% (n=216) were considered to indicate suicidality by most experts. Severity of the risk of suicide at the time was correlated with sadness (ρ=0.266; P<.001), joy (ρ=–0.234; P=.001), general risk (ρ=0.908; P<.001), and intensity of suicidal ideation (ρ=0.766; P<.001). The severity of risk at the time of the tweet was significantly higher in people who expressed feelings of defeat and rejection (P=.003), a desire to escape (P<.001), a lack of social support (P=.03), helplessness (P=.001), and daily recurrent thoughts (P=.007). In the multivariate analysis, the intensity of suicide ideation was a predictor for the severity of suicidal risk at the time (β=0.311; P=.001), as well as being a predictor for fear (β=–0.009; P=.01) and emotional valence (β=0.007; P=.009). The model explained 75% of the variance. Conclusions These findings suggest that it is possible to identify emotional content and other risk factors in suicidal tweets with a Spanish sample. Emotional analysis and, in particular, the detection of emotional variations may be key for real-time suicide prevention through social media.
Collapse
Affiliation(s)
| | - Bárbara Oliván-Blázquez
- Department of Psychology and Sociology, University of Zaragoza, Institute for Health Research Aragón, Zaragoza, Spain
| | - Javier Fabra
- Department of Computer Science and Systems Engineering, Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza, Spain
| | - Ana Belén Martínez-Martínez
- Department of Nursing and Physiatry, Institute for Health Research Aragón, University of Zaragoza, Zaragoza, Spain
| | - María Cruz Pérez-Yus
- Department of Psychology and Sociology, University of Zaragoza, Institute for Health Research Aragón, Zaragoza, Spain
| | - Yolanda López-Del-Hoyo
- Department of Psychology and Sociology, University of Zaragoza, Institute for Health Research Aragón, Zaragoza, Spain
| |
Collapse
|
46
|
Effects of stress on endophenotypes of suicide across species: A role for ketamine in risk mitigation. Neurobiol Stress 2022; 18:100450. [PMID: 35685678 PMCID: PMC9170747 DOI: 10.1016/j.ynstr.2022.100450] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 04/05/2022] [Accepted: 04/15/2022] [Indexed: 12/28/2022] Open
Abstract
Suicide is a leading cause of death and morbidity worldwide, yet few interventions are available to mitigate its risk. Barriers to effective treatments involve a limited understanding of factors that predict the onset of suicidal thoughts and behaviors. In the context of suicide risk, stress is a precipitating factor that is largely overlooked in the literature. Indeed, the pathophysiology of stress and suicide are heavily interconnected, underscoring the need to target the stress system in suicide prevention. In this review, we integrate findings from the preclinical and clinical literature that links stress and suicide. We focus specifically on the effects of stress on underlying biological functions and processes associated with suicide, allowing for the review of research using animal models. Owing to the rapid anti-suicidal effects of (R,S)-ketamine, we discuss its ability to modulate various stress-related endophenotypes of suicide, as well as its potential role in preventing suicide in those with a history of chronic life stress (e.g., early life adversity). We highlight future research directions that could advance our understanding of stress-related effects on suicide risk, advocating a dimensional, endophenotype approach to suicide research. Suicide and chronic stress pathophysiology are interconnected. Chronic stress has profound impacts on several endophenotypes of suicide. Animal and human research points to stress as a precipitating factor in suicide. Ketamine modulates specific biological processes associated with stress and suicide. Suicide research into endophenotypes can help inform risk-mitigation strategies.
Collapse
|
47
|
Victor SE, Christensen K, Johnson SL, Van Allen J, Brick LA. Dynamic Regulatory Processes in the Transition from Suicidal Ideation to Action in Adults Leaving Inpatient Psychiatric Care: An Intensive Longitudinal Study Protocol (Preprint). JMIR Res Protoc 2022; 11:e38582. [PMID: 35771618 PMCID: PMC9284352 DOI: 10.2196/38582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/29/2022] [Accepted: 05/30/2022] [Indexed: 11/13/2022] Open
Abstract
Background US suicide rates have risen steadily in the past decade, and suicide risk is especially high in the months after discharge from inpatient psychiatric treatment. However, suicide research has lagged in examining dynamic within-person processes that contribute to risk over time among individuals known to be at high risk of suicide. Almost no research has examined how affective, cognitive, and physiological processes change over minutes, hours, or days to confer risk of suicidal behavior in daily life. Objective This protocol describes a longitudinal study designed to examine real-world changes in risk of suicide across multiple assessment domains. Specifically, the study involves following adults known to be at high risk of suicide after discharge from inpatient psychiatric care using self-report, interview, actigraphy, and behavioral methods to identify proximal contributors to suicidal thoughts and behaviors. First, we hypothesize that negative affective experiences, which are featured in most major suicide theories, will comprise a latent factor indicative of psychache (emotional pain), which will predict increases in suicidal thinking over time. Second, we hypothesize that poor inhibitory control in the context of negative affective stimuli, as well as emotion-related impulsivity, will predict the transition from suicidal thinking to suicidal behavior over time. Third, we hypothesize that short sleep duration will precede within-person increases in suicidal ideation as well as increased odds of suicidal behavior among those reporting suicidal thoughts. Methods The desired sample size is 130 adults with past-week suicidal thoughts or behaviors who are receiving inpatient psychiatric treatment. Participants will complete a battery of measures while on the inpatient unit to assess negative affective experiences, emotion-related impulsivity, inhibitory control, typical sleep patterns, and relevant covariates. After discharge from inpatient care, participants will complete 4 weeks of signal-contingent ecological momentary assessment surveys, as well as mobile behavioral measures of inhibitory control, while wearing an actigraphy device that will gather objective data on sleep. Participants will complete interviews regarding suicidal thoughts and behaviors at 4 and 8 weeks after discharge. Results The study was funded by the National Institutes of Health in November 2020. Recruitment began in April 2021. Data analysis will begin after completion of data collection. Conclusions This study will elucidate how affective, cognitive, and physiological risk factors contribute (or do not contribute) to within-person fluctuations in suicide risk in daily life, with important implications for extant theories of suicide. Of import, the examined risk factors are all modifiable; thus, the results will inform identification of key targets for just-in-time, flexible, personalized, digital interventions that can be used to decrease emotional distress and prevent suicide among those at highest risk. International Registered Report Identifier (IRRID) DERR1-10.2196/38582
Collapse
Affiliation(s)
- Sarah E Victor
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, United States
| | - Kirsten Christensen
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, United States
| | - Sheri L Johnson
- Department of Psychology, University of California at Berkeley, Berkeley, CA, United States
| | - Jason Van Allen
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, United States
| | - Leslie A Brick
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, United States
| |
Collapse
|
48
|
Valderrama J, Macrynikola N, Miranda R. Early Life Trauma, Suicide Ideation, and Suicide Attempts: The Role of Rumination and Impulsivity. Arch Suicide Res 2022; 26:731-747. [PMID: 33017263 PMCID: PMC8019678 DOI: 10.1080/13811118.2020.1828208] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Suicide is the second leading cause of death for young adults in the United States. One of the many risk factors for suicide includes exposure to early life trauma. The present study examined whether rumination and impulsivity play a role in the relationship between early life trauma and increased risk for suicidal behavior (i.e., suicide ideation and suicide attempts) among 426 young adults. Early life trauma was associated with brooding, reflective rumination, and impulsivity in the form of negative urgency. Current or recent suicide ideators self-reported greater early life trauma, ruminative thinking, and impulsivity than non-ideators and non-attempters. Further, a multinomial logistic regression found that early life trauma, reflection, lack of premeditation, and lack of perseverance were associated with higher odds of reporting suicide ideation in the previous 6 months. We also found indirect relationships between early life trauma and suicide ideation through brooding or reflection and lack of perseverance in serial mediation analyses. These findings suggest that early life trauma may increase risk of suicide ideation to the degree that it leads to ruminative thinking and lack of follow-through with difficult tasks. How early life trauma might increase risk for ruminative thinking, impulsivity, and subsequent suicidal behavior is discussed.
Collapse
|
49
|
Capron DW, Bauer BW, Bryan CJ. When people die by suicide: Introducing unacceptable loss thresholds as a potential missing link between suicide readiness states and actively suicidal clinical states. Suicide Life Threat Behav 2022; 52:280-288. [PMID: 34854497 DOI: 10.1111/sltb.12820] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 08/27/2021] [Accepted: 09/13/2021] [Indexed: 12/25/2022]
Abstract
INTRODUCTION Contemporary models of suicide have largely overlooked why a person at high risk for suicide attempts suicide at a specific time. We propose the construct of unacceptable loss thresholds (i.e., a person's tolerance limit for a negative life event, which if violated results in an increase in suicide risk), which addresses many paradoxes in the literature related to suicide triggers. The aim of this paper is to provide preliminary proof of concept and to stimulate replication and further empirical study. METHODS We recruited an online community sample of individuals with a suicide attempt history (n = 144). These individuals answered questions about the time leading up to their most recent suicide attempt. RESULTS The majority (70.8% yes; 18.1% cannot remember; 11.1% no) reported creating a threshold of unacceptable loss, and that relatively small events were enough to trigger feelings that life was not worth living (63.9% yes; 30.6% maybe; 5.6% no). Further, the majority (57.6% yes; 21.5% yes, but only if asked; 20.8% - no) reported they would be willing to tell their therapist/doctor about their thresholds of unacceptable loss. CONCLUSION The construct of unacceptable loss deserves further empirical inquiry. Individuals contemplating suicide set them and if the loss occurs, it may trigger suicidal action in suicide ready individuals. Thresholds could provide risk assessment and safety planning data currently being overlooked.
Collapse
Affiliation(s)
- Daniel W Capron
- Department of Psychology, University of Southern Mississippi, Hattiesburg, Mississippi, USA
| | - Brian W Bauer
- Department of Psychology, University of Southern Mississippi, Hattiesburg, Mississippi, USA
| | - Craig J Bryan
- Department of Psychiatry & Behavioral Health, The Ohio State University, Columbus, Ohio, USA
| |
Collapse
|
50
|
Lira SB, Vieira F, Cavalcanti DE, Souza-Marques B, Netto LR, Correia-Melo FS, Leal GC, Pereira JL, Santos LL, Guedes GM, Teles CA, Cardoso TDA, Miranda-Scippa Â, Kapczinski F, Lacerda ALT, Koenen KC, Turecki G, Quarantini LC. Suicide attempt, impulsivity, and exposure to trauma in college students. REVISTA BRASILEIRA DE PSIQUIATRIA 2022; 44:279-288. [PMID: 35262616 PMCID: PMC9169478 DOI: 10.1590/1516-4446-2021-2175] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 11/02/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVES Past suicide attempt (SA) is one of the most important risk factors for suicide death. An ideation-to-action framework posits that impulsivity, potentially traumatic events, and mental disorders also play a role in increasing suicide risk. This study aimed to assess the association between trait impulsivity, lifetime exposure to trauma, and post-traumatic stress disorder (PTSD) with SA in a sample of Brazilian college students. METHODS A total of 2,137 participants filled self-reported questionnaires consisting of a sociodemographic and clinical questionnaire, Trauma History Questionnaire, Post-Traumatic Stress Disorder Checklist - Civilian version, and Barratt Impulsiveness Scale. RESULTS Our findings suggest that trait impulsivity may be interpreted as exerting a distal effect on SA, even in the presence of other variables - such as trauma history, psychological neglect, and PTSD - which also increase the odds of SA. High and medium levels of impulsivity, history of trauma, and PTSD increased the likelihood of SA. CONCLUSIONS Intervention strategies to prevent SA may target trait impulsivity and exposure to traumatic experiences.
Collapse
Affiliation(s)
- Sidnei B Lira
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Flávia Vieira
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil.,Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria, Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Diogo E Cavalcanti
- Centro Universitário Social da Bahia, Salvador, BA, Brazil.,Centro Universitário Jorge Amado, Salvador, BA, Brazil
| | - Breno Souza-Marques
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil.,Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria, Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Liana R Netto
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Fernanda S Correia-Melo
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil.,Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria, Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Gustavo C Leal
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil.,Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria, Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Juliana L Pereira
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Lene L Santos
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Gisela M Guedes
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Carlos A Teles
- Centro de Pesquisa Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, BA, Brazil
| | - Taiane de A Cardoso
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Ângela Miranda-Scippa
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil
| | - Flavio Kapczinski
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Acioly L T Lacerda
- Laboratório Interdisciplinar de Neurociências Clínicas, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Gustavo Turecki
- McGill Group for Suicide Studies, Douglas Mental Health University Institute & Department of Psychiatry, McGill University, Montreal, Canada
| | - Lucas C Quarantini
- Programa de Pós-graduação em Medicina e Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, BA, Brazil.,Laboratório de Neuropsicofarmacologia, Serviço de Psiquiatria, Hospital Universitário Professor Edgard Santos, Universidade Federal da Bahia, Salvador, BA, Brazil
| |
Collapse
|