Past Suicide Attempts Research Articles

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Introduction:Bipolar disorder (BD) is a mental illness which leads to serious struggles and challenges. The neurobiology of BD has complex underpinnings of gene–environment interactions. One such environmental factor, stressful life events (SLEs) can have adverse impacts on the course and prognosis of BD, however this is underexplored.Aims and objectives:1) To estimate the frequency of SLEs in patients with BD-current episode depression2) To study the association of severity of depression with SLE, sociodemographic and illness related factors.Methods:This is a cross sectional study done on 100 consecutive patients diagnosed to have BD-current episode of depression (ICD10), attending Psychiatry OPD & IPD at Pushpagiri Institute of Medical Sciences, Thiruvalla. Semi-structured proforma, Hamilton Rating Scale for Depression, Presumptive Stressful Life Events Scale and Brief Psychiatric Rating Scale were used.Results:About 73% of patients reported SLEs–of which 65 had mild/moderate and 8 had severe stress. Statistically significant association was found between stressful life events and ‘very severe’ depressive episode. Having a middle socio-economic status, past suicide attempt, 1st episode as depression and presence of dyslipidaemia also showed statistically significant association with severity of depression.Conclusion & Recommendations:Understanding the association of stressful life events and BD will help in predicting further relapses and complications like suicide. It will aid in developing adequate therapeutic measures, thereby helping in both symptom reduction and improving quality of life in patients.

A Novel Approach to Link Genetics and Human MRI Identifies AKAP7-Dependent Subicular/Prefrontal Functional Connectivity as Altered in Suicidality

Background Brain imaging and genetics are fields acquiring data at increasing speed, but more information does not always result in a better understanding of the underlying biology. We developed the ProcessGeneLists (PGL) approach to use genetics and mRNA gene expression data to generate regions of interest for imaging studies. Methods We applied PGL to past suicide attempt (ATT): We averaged the mRNA expression levels of genes (n = 130) possibly associated with ATT (p ≤ 10−3 in a published genome-wide association study, GWAS) in each brain region studied in the Human Allen Brain Atlas (6 ex-vivo brains, 158 to 946 regions/brain have mRNA expression data) and compared that to the averaged mRNA expression levels of all other genes in each region in each brain in the atlas. Results PGL revealed 8 regions where “attempt-related genes” were differentially expressed (Wilcoxon test with Bonferroni correction 8.88−11 = <p < = 0.046). Using resting state functional connectivity (RSFC), we studied those regions in psychiatric inpatients (male/female, n = 132 with [ATT], n = 291 without [NAT] past attempt, unrelated to those in the GWAS). Among the 8 PGL-identified regions, the subiculum showed higher RSFC with habenula (p < 10−6) and dorsolateral prefrontal cortex (dlPFC pFWE < 0.05) in ATT. We genotyped one single nucleotide polymorphism (SNP) in each of the five genes (within 130 from GWAS) with most important subicular expression. AKAP7 (A-Kinase Anchoring Protein 7, important in hippocampal memory processes) showed an interaction between genotype, ATT, and subiculum/dlPFC RSFC. Conclusion PGL uncovered a brain function/genotype interaction in ATT by using published GWAS data to inform imaging studies. This could inform individualized therapies in the future.

Examining the Mental Health Presentations of Treatment-Seeking Transgender and Gender Nonconforming (TGNC) Youth

Recent research suggests that transgender and/or gender nonconforming (TGNC) youth present with heightened levels of mental health problems compared to peers. This study seeks to examine the mental health needs of a large sample of treatment-seeking TGNC youth by comparing them to cisgender males and females. Participants were 94,804 children and youth ages 4–18 years (M = 12.1, SD = 3.72) who completed the interRAI Child and Youth Mental Health Instrument (ChYMH) or Screener (ChYMH-S) at participating mental health agencies in the Ontario, Canada. Overall, the mental health presentations of TGNC youth were similar to cisgender females but at higher acuity levels. TGNC youth showed significantly higher levels of anxiety, depression, social disengagement, positive symptoms, risk of suicide/self-harm, and were more likely to report experiencing emotional abuse, past suicide attempts, and a less strong, supportive family relationship than cisgender females and males. Clinical implications of these findings are discussed.

Youth Gun and Weapon Carrying and Suicide Rates for Those Aged 24 Years and Younger, 2005–2017

PurposeGun access among youth may contribute to youth suicide deaths by increasing practical capability. The present work examines the association between youth gun and weapon carrying behavior and suicide rates among those aged 24 years and younger. MethodsUsing the 2005–2017 Youth Risk Behavior Surveillance System, the associations over time between youth gun and weapon carrying and youth suicide rates were examined. A series of generalized estimating equations were used to examine population-level associations between states and across time. ResultsAs anticipated youth gun carrying behavior was a significant contributor to the prediction of firearm suicide rates for those aged 24 years and younger, with higher rates of youth gun carrying associated with higher suicide rates. Youth gun carrying was not a significant predictor of overall suicide rates for those aged 24 years and younger. Youth weapon carrying (which includes guns, knives, and other weapons) was a significant predictor of both firearm-specific and overall suicide rates for those aged 24 years and younger. ConclusionsPrevious research has linked youth gun carrying behavior to past year suicide attempts. This study represents the first attempt at examining the associations between youth gun carrying behavior and suicide mortality among the young. In line with our expectations, states with higher percentages of youth reporting gun and weapon carrying behavior had greater rates of suicide among the young (those aged 24 years and younger). The present work points toward the importance of limiting youth access to firearms in reducing suicide mortality.

The immune-kynurenine pathway in social anxiety disorder

BackgroundThe tryptophan-kynurenine pathway is of major interest in psychiatry and is altered in patients with depression, schizophrenia and panic disorder. Stress and immune alterations can impact this system, through cortisol- and cytokine-induced activation. In addition, there is emerging evidence that the kynurenine pathway is associated with suicidality. There have been no studies to date exploring the immune-kynurenine system in social anxiety disorder (SAD), and indeed very limited human studies on the kynurenine pathway in any clinical anxiety disorder. MethodsWe investigated plasma levels of several kynurenine pathway markers, including kynurenine (KYN), tryptophan (TRYP) and kynurenic acid (KYNA), along with the KYN/TRYP and KYNA/KYN ratios, in a cohort of 32 patients with SAD and 36 healthy controls. We also investigated a broad array of both basal and lipopolysaccharide (LPS)-stimulated blood cytokine levels including IFN-γ, interleukin (IL)-10, IL-1β, IL-2, IL-4, IL-6, IL-8 and tumor necrosis factor (TNF)-α. ResultsSAD patients had elevated plasma KYNA levels and an increased KYNA/KYN ratio compared to healthy controls. No differences in KYN, TRYP or the KYN/TRYP ratio were seen between the two groups. SAD patients with a history of past suicide attempt showed elevated plasma KYN levels and a higher KYN/TRYP ratio compared to patients without a history of suicide attempt. No differences were seen in basal or LPS-stimulated pro-inflammatory cytokine levels between the patients and controls. However, unstimulated IL-10, an anti-inflammatory cytokine, was significantly lower in the SAD group. A significant sex influence was evident with SAD males having lower levels of IL-10 compared to healthy males but no difference seen between SAD females and healthy females. ConclusionsThe peripheral kynurenine pathway is altered in SAD and preferentially directed towards KYNA synthesis. Additionally, kynurenine pathway activation, as evidenced by elevated KYN and KYN/TRYP ratio, is evident in SAD patients with a history of past suicide attempt. While no differences in pro-inflammatory cytokines is apparent in SAD patients, lower anti-inflammatory IL-10 levels are seen in SAD males. Further investigation of the role of the immune-kynurenine pathway in SAD and other clinical anxiety disorders is warranted.

Effects of Ketamine Versus Midazolam on Neurocognition at 24 Hours in Depressed Patients With Suicidal Ideation.

Objective: Subanesthetic ketamine rapidly reduces depressive symptoms and suicidal ideation in some depressed patients. Its effects on neurocognitive functioning in such individuals with significant suicidal ideation is not well understood, even though certain neurocognitive deficits are associated with suicide behavior beyond clinical symptoms.Methods: In this study, depressed patients with clinically significant suicidal ideation (n = 78) underwent neuropsychological testing before and 1 day after double-blind treatment with intravenous ketamine (n = 39) or midazolam (n = 39). A subgroup randomized to midazolam whose ideation did not remit after initial infusion received open ketamine and additional neurocognitive testing a day after this treatment. The primary outcome was change in performance on this neurocognitive battery. The study was conducted between November 2012 and January 2017.Results: Blinded ketamine produced rapid improvement in suicidal ideation and mood in comparison to midazolam, as we had reported previously. Ketamine, relative to midazolam, was also associated with specific improvement in reaction time (Choice RT) and interference processing/cognitive control (computerized Stroop task)-the latter a measure that has been associated with past suicide attempt in depression. In midazolam nonremitters later treated with open ketamine and retested, reaction time and interference processing/cognitive control also improved relative to both of their prior assessments. Neurocognitive improvement, however, was not correlated with changes in depression, suicidal thinking, or general mood.Conclusions: Overall, ketamine was found to have a positive therapeutic effect on neurocognition 1 day after treatment on at least 1 measure associated with suicidal behavior in the context of depression. Results suggest additional independent therapeutic effects for ketamine in the treatment of depressed patients at risk for suicidal behavior.Trial Registration: ClinicalTrials.gov identifier: NCT01700829.

Influence of the GABA Receptor Subunit Gene Polymorphism and Childhood Sexual Abuse on Processing Speed in Major Depression and Suicide Attempt.

Background: Suicide is moderately heritable and also more common in those who report childhood abuse. Previously, it was found that allele A of GABRG2 (GABA A receptor subunit gamma2) polymorphism rs211034 was protective in a suicide attempt (SA). Hence, it was proposed that rs211034 may interact with childhood trauma to influence cognitive deficits related to SA or depression risk. Genetic variants may predict the benefits of certain cognitive treatments.Methods: A total of 52 individuals who had attempted suicide, 59 individuals with major depressive disorder (MDD) or bipolar depression who had not previously attempted suicide, and 90 healthy volunteers were subjected to the modified Suicide Stroop task and were clinically assessed using the Childhood Trauma Questionnaire (CTQ) and Hamilton Depression Scale-24 items (HAMD-24). rs211034 was genotyped using Sanger sequencing.Results: After correcting for covariates, depressed participants displayed longer reaction times for all emotional conditions, including suicide-related words, compared with healthy controls. Depressed suicide attempters displayed longer reaction times for negative words than depressed non-attempters. Depressed non-attempters displayed higher interference scores for negative words compared with healthy controls. There was an interaction between rs211034 risk allele and the effects of reported childhood sexual abuse (CSA) on reaction time for all emotional words and suicide-related words. Carriers of the rs211034 risk allele A exhibited shorter reaction times, but the protective effects of this allele were eliminated in those exposed to reported CSA.Conclusion: Only limited results were found regarding effects of a past suicide attempt on response times to emotional and suicide-related words, but there was an overall effect of major depression on slower response time. Protective genetic effects of the rs211034 A allele on this slowing were eliminated in those with a history of sexual abuse during childhood. Further research is needed to better characterize the mechanisms underlying the effects of childhood trauma on these genetic effects.

Diminished responses to external threat as a possible link between chronic/severe posttraumatic stress disorder and suicide.

Posttraumatic stress disorder (PTSD) is linked with suicide attempt history, but the neurobehavioral mechanisms explaining this association are unclear. The narrative review presented here proposes that blunted neurobehavioral responses to acute external threat represent one pathway via which chronic, severe, and/or multitrauma PTSD may increase risk for a suicide attempt among those with suicidal desire. A brief review of theoretical perspectives on diminished responding to external threats in suicide and PTSD is provided (Part 1) followed by the presentation of existing evidence using neurophysiological (Part 2), startle reflex and autonomic (Part 3), and behavioral (Part 4) measures of threat reactivity among individuals with past suicide attempts and PTSD. Findings generally support the proposal that blunted neurobehavioral responses to threat may link chronic and severe PTSD with suicide, though more evidence from all levels of analysis is needed. Additional questions also remain, including the relative influences of multiple traumatic events and PTSD severity as well as the directionality of the associations among PTSD, suicide, and blunted threat responses. Blunted neurobehavioral responses to external threats appear to be one plausible mechanism via which chronic, severe, and/or multitrauma PTSD may elevate risk for a suicide attempt when combined with suicidal desire. Future research should seek to use intensive longitudinal designs to evaluate the directionality of relations between PTSD, suicide, and threat reactivity across multiple levels of analysis, including the behavioral freeze response. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Childhood trauma and the severity of past suicide attempts in outpatients with cocaine use disorders

Introduction: Suicide attempts have been associated with both cocaine use disorder (CocUD) and childhood trauma. We investigated how childhood trauma is an independent risk factor for serious and recurrent suicide attempts in CocUD. Method: 298 outpatients (23% women) with CocUD underwent standardized assessments of substance dependence (Diagnostic and Statistical Manual—mental disorders, fourth edition, text revised), impulsiveness, resilience, and childhood trauma, using validated tools. Suicide attempts history was categorized as single vs. recurrent or non-serious vs. serious depending on the lifetime number of suicide attempts and the potential or actual lethality of the worst attempt reported, respectively. Bivariate and multinomial regression analyses were used to characterize which childhood trauma patterns were associated with the suicide attempts groups. Results: 58% of CocUD patients reported childhood trauma. Recurrent and serious suicide attempts clustered together and were thus combined into “severe SA.” Severe suicide attempt risk increased proportionally to the number of childhood traumas (test for trend, p = 9 × 10−7). Non-severe suicide attempt risk increased with impulsiveness and decreased with resilience. In multinomial regression models, a higher number of traumas and emotional abuse were independently and only associated with severe vs. non-severe suicide attempts (effect size = 0.82, AUC = 0.7). The study was limited by its cross-sectional design. Conclusion: These preferential associations between childhood trauma and severe suicide attempts warrant specific monitoring of suicide attempts risk in CocUD, regardless of the severity of addiction profiles.

Prevalence of post-traumatic stress disorder in the United States: a systematic literature review

Objective This study synthesized evidence regarding the prevalence of post-traumatic stress disorder (PTSD) in the United States (US). Methods A systematic literature review (SLR) identified recently published (2015–2019) observational studies of PTSD prevalence in the US via the MEDLINE, EMBASE, and PsycINFO databases. Eligible studies’ most recent data were collected no earlier than 2013. Data elements extracted included study design, sample size, location, data source/year(s), study population(s), traumatic event type, prevalance estimates with corresponding look-back periods, and clinical metrics. Results Data from 38 identified articles were categorized by population, diagnostic criteria, and lookback period. Among civilians, point prevalence ranged from 8.0% to 56.7%, 1-year prevalence from 2.3% to 9.1%, and lifetime prevalence from 3.4% to 26.9%. In military populations, point prevalence ranged from 1.2% to 87.5%, 1-year prevalence from 6.7% to 50.2%, and lifetime prevalence from 7.7% to 17.0%. Within these ranges, several estimates were derived from relatively high quality data; these articles are highlighted in the review. Prevalence was elevated in subpopulations including emergency responders, refugees, American Indian/Alaska Natives, individuals with heavy substance use, individuals with a past suicide attempt, trans-masculine individuals, and women with prior military sexual trauma. Female sex, lower income, younger age, and behavioral health conditions were identified as risk factors for PTSD. Conclusions PTSD prevalence estimates varied widely, partly due to different study designs, populations, and methodologies, and recent nationally representative estimates were lacking. Efforts to increase PTSD screening and improve disease awareness may allow for a better detection and management of PTSD.

Highlighting psychological pain avoidance and decision-making bias as key predictors of suicide attempt in major depressive disorder-A novel investigative approach using machine learning.

Predicting suicide is notoriously difficult and complex, but a serious public health issue. An innovative approach utilizing machine learning (ML) that incorporates features of psychological mechanisms and decision-making characteristics related to suicidality could create an improved model for identifying suicide risk in patients with major depressive disorder (MDD). Forty-four patients with MDD and past suicide attempts (MDD_SA, N = 44); 48 patients with MDD but without past suicide attempts (MDD_NS, N = 48-42 of whom with suicide ideation [MDD_SI, N = 42]), and healthy controls (HCs, N = 51) completed seven psychometric assessments including the Three-dimensional Psychological Pain Scale (TDPPS), and one behavioral assessment, the Balloon Analogue Risk Task (BART). Descriptive statistics, group comparisons, logistic regressions, and ML were used to explore and compare the groups and generate predictors of suicidal acts. MDD_SA and MDD_NS differed in TDPPS total score, pain arousal and avoidance subscale scores, suicidal ideation scores, and relevant decision-making indicators in BART. Logistic regression tests linked suicide attempts to psychological pain avoidance and a risk decision-making indicator. The resultant key ML model distinguished MDD_SA/MDD_NS with 88.2% accuracy. The model could also distinguish MDD_SA/MDD_SI with 81.25% accuracy. The ML model using hopelessness could classify MDD_SI/HC with 94.4% accuracy. ML analyses showed that motivation to avoid intolerable psychological pain, coupled with impaired decision-making bias toward under-valuing life's worth are highly predictive of suicide attempts. Analyses also demonstrated that suicidal ideation and attempts differed in potential mechanisms, as suicidal ideation was more related to hopelessness. ML algorithms show useful promises as a predictive instrument.

Interoceptive dysfunction indicates presence and severity of self-injurious behaviors in a clinically severe transdiagnostic sample

Interoceptive dysfunction (ID) is associated with self-injurious behaviors, as disconnection from the body is thought to enable bodily harm. This study tested differences in ID among those with and without history of self-injurious behaviors, as well as the relationship between ID and lethality of past suicide attempts. Adults (N = 344; 61.3% female; mean age 27.68) seeking psychological treatment completed self-report measures and clinical interviews during intake at a community-based clinic. Overall symptom severity was substantial (e.g., approximately 40% reported current suicidal ideation and two-thirds met a clinical cut-off score of ≥ 16 on the Beck Depression Inventory). Orthogonal contrasts were used to test whether mean levels of ID differed across lifetime self-injurious behavior groups. Attempt lethality was regressed on interoceptive dysfunction, covarying depressive symptom severity, age, and gender. Participants with suicide attempt history demonstrated greater ID than those without. Participants who had engaged in non-suicidal self-injury demonstrated greater ID than those with no history of self-injurious behaviors. Greater ID was associated with higher lethality of past suicide attempt, above demographic and clinical covariates. ID may have transdiagnostic relevance for risk assessment and management of self-injurious behaviors.

Factors Associated with Distinct Patterns of Suicidal Thoughts, Suicide Plans, and Suicide Attempts Among US Adolescents.

The current study examined demographic, psychosocial, and substance use factors associated with distinct patterns of past 12-month suicide thoughts, plans, and attempts among adolescents drawn from a nationally representative sample of high schoolers. Data were from the 2015, 2017, and 2019 National Youth Risk Behavior Survey. Four mutually exclusive 12-month suicidal behavior patterns were identified: suicide thoughts only (pattern 1), suicide thoughts and plans without suicide attempt (pattern 2), suicide attempt with thoughts and/or plans (pattern 3), and suicide attempt without thoughts or plans (pattern 4). Multinomial logistic regression analyses were conducted to examine factors correlated with these distinct patterns. Psychosocial and substance use factors were modeled as independent predictors, controlling for demographic characteristics, as well as simultaneously to represent the potential for co-occurrence. The analytic sample included 7491 respondents. About 24% (n = 1734) of youth endorsed pattern 1, 38% (n = 2779) pattern 2, 35% (n = 2716) pattern 3, and 3% (n = 262) pattern 4. All psychosocial and substance use factors measured were individually associated with greater odds of suicide attempts with thoughts or plans (pattern 3) than patterns 1 or 2. Black and male youth were at greater odds of suicide attempts without thoughts or plans (pattern 4) than all other patterns. When modeled simultaneously, respondents who were bullied online, sad or hopeless, had a history of sexual violence, used cigarettes, and misused prescription opiates retained greater odds of suicide attempts with thoughts or plans (pattern 3) than patterns 1 or 2. Findings suggest screening for suicidal behaviors should include factors that differentiate between varying suicidal expressions and that may cue providers to intervene in the absence of suicide thoughts and plans.

Socio-Demographic and Clinical Characteristics of Psychiatric Patients Who Have Committed Suicide: Analysis of Bulgarian Regional Suicidal Registry for 10 Years.

Introduction: Suicide is a major public health problem but factors determining suicide risk are still unclear. Studies in this field in Bulgaria are limited, especially on a regional level.Methods: By a cross-sectional design, we accessed the medical records of all psychiatric patients committed suicide over a 10-year period (2009–2018) in one major administrative region of Bulgaria. A statistical analysis was performed of the association between age of suicide as an indirect yet measurable expression of the underlying suicidal diathesis and a number of socio-demographic and clinical characteristics.Results: Seventy-seven of 281 suicides (28%) had psychiatric records. Most common diagnoses were mood disorders (44%), followed by schizophrenia (27%), anxiety disorders (10%), substance use disorders (9%) and organic conditions (8%). Male gender, single/divorced marital status, early illness onset, co-occurring substance misuse and lower educational attainment (for patients aged below 70) were significantly associated with earlier age of suicide whereas past suicide attempts and psychiatric hospitalizations, comorbid somatic conditions and unemployment showed insignificant association. Substantial proportion of patients (60%) had contacted psychiatric service in the year preceding suicide, with nearly half of these encounters being within 30 days of the accident.Conclusion: Severe mental disorders are major suicide risk factor with additional contribution of certain socio-demographic and illness-related characteristics. Monitoring for suicidality must be constant in chronic psychiatric patients. Registration of suicide cases in Bulgaria needs improvement in terms of information concerning mental health. More studies with larger samples and longitudinal design are needed to further elucidate distal and proximal suicide risk factors.

Age effects on clinical and neurocognitive risk factors for suicide attempt in depression — Findings from the AFSP lifespan study

BackgroundStudies of risk factors for suicidal behavior are typically restricted to narrow age ranges, making it difficult to determine if they have the same relevance or potency across the full adult lifespan. MethodsThis study examined selected clinical and neurocognitive risk factors for suicidal behavior – borderline personality traits, aggression, depressive rumination, memory performance, and language fluency– in a multi-site sample (N = 309, ages 16–80) of depressed patients with a recent (last 5 years) suicide attempt or no history of attempt, and demographically similar non-psychiatric controls. We examined cross-sectional age and attempter/non-attempter differences on these risk factors, and whether certain risk factors were more prominent discriminators of past suicide attempt earlier or later in the lifespan. Correlations with age were computed, and logistic regression was used to classify attempter status based on each risk factor and its interaction with age. ResultsNearly all risk factors were negatively correlated with age. Borderline traits, aggression, memory, and category fluency each predicted attempter status (p < 0.05), but these effects were not different across ages. In contrast, the association between rumination and suicide attempt status differed across the lifespan, becoming a stronger discriminator of past suicidal behavior at older ages. LimitationsThe cross-sectional design limits our developmental findings. ConclusionsDespite age-related changes in symptom severity or neurocognitive performance, key risk factors for suicidal behavior previously identified in studies with more restricted age-ranges are salient throughout the adult lifespan. In contrast, depressive rumination may be particularly salient in later life.

Characteristics and Risk Factors for Suicide in People with Schizophrenia in Comparison to Those without Schizophrenia

BackgroundLittle research has been conducted that compares suicide cases with and without schizophrenia. The aim of the present study was to identify demographic, personal, social, relational, and psychological characteristics among suicides identified posthumously with schizophrenia compared to those without. MethodsThe DSM-IV was used to independently assess the presence of schizophrenia among suicide cases by two psychiatrists. Data on risk factors was collected through a psychological autopsy method, which included structured interviews of two informants for each suicide case (a family member and a close friend). Interview questions included demographic characteristics, suicide risk factors, the Beck Hopelessness Scale, Dickman's Impulsivity Inventory, the Spielberger State-Trait Anxiety Inventory, the Hamilton Depression Scale and the Duke Social Support Inventory. ResultsThe prevalence of schizophrenia was 9.69% among suicide cases in this sample. The schizophrenia suicide group was more likely to be female, older, in poorer physical health, suffer from chronic disease, suffer other psychological disorders, and have a family history of psychological disorders compared to those not diagnosed schizophrenia. Other important risk factors included more frequent past suicide attempts, increased levels of depression and anxiety, lower levels of impulsivity, lower help seeking from friends, and lower social interaction social support. ConclusionsThere is a notable link between schizophrenia and suicide in China. Identification of social, personal, relational, and psychological risk factors could beneficially guide attempts to improve future preventive measures against suicide among those with schizophrenia in China.

Detecting suicidal risk using MMPI-2 based on machine learning algorithm

Minnesota Multiphasic Personality Inventory-2 (MMPI-2) is a widely used tool for early detection of psychological maladjustment and assessing the level of adaptation for a large group in clinical settings, schools, and corporations. This study aims to evaluate the utility of MMPI-2 in assessing suicidal risk using the results of MMPI-2 and suicidal risk evaluation. A total of 7,824 datasets collected from college students were analyzed. The MMPI-2-Resturcutred Clinical Scales (MMPI-2-RF) and the response results for each question of the Mini International Neuropsychiatric Interview (MINI) suicidality module were used. For statistical analysis, random forest and K-Nearest Neighbors (KNN) techniques were used with suicidal ideation and suicide attempt as dependent variables and 50 MMPI-2 scale scores as predictors. On applying the random forest method to suicidal ideation and suicidal attempts, the accuracy was 92.9% and 95%, respectively, and the Area Under the Curves (AUCs) were 0.844 and 0.851, respectively. When the KNN method was applied, the accuracy was 91.6% and 94.7%, respectively, and the AUCs were 0.722 and 0.639, respectively. The study confirmed that machine learning using MMPI-2 for a large group provides reliable accuracy in classifying and predicting the subject's suicidal ideation and past suicidal attempts.

A Review of Suicide Risk Assessment Tools and Their Measured Psychometric Properties in Korea

While there has been a slew of review studies on suicide measurement tools until now, there were not any reviews focusing on suicide assessment tools available in Korea. This review aimed to examine the psychometric properties of tools developed in Korea or the translated versions from the original tools in their foreign language and to identify potential improvements and supplements for these tools. A literature search was done using the Korean academic information search service, Research Information Service System, to identify the suicide measures to be included in this review. s were screened to identify which measures were used to assess suicide-related factors. Based on the established inclusion and exclusion criteria, 18 tools remained and we assessed their psychometric properties. The current review indicated several major findings. First, many of the tools did not report predictive validity and even those with predictive validity were based on past suicide attempts. Second, some of the tools overlooked the interactive component for the cause of suicide. In addition, information to supplement the self-reported and clinician-administered reports by collecting reports from the subjects' families and acquaintances is needed. It is also important to develop a screening tool that examines other aspects of an individual's personal life, including unemployment, bereavement, divorce, and childhood trauma. Moreover, tools that have been studied in more diverse groups of the population are needed to increase external validity. Finally, the linguistic translation of the tools into Korean needs to consider other cultural, social, and psychological factors of the sample of interest.

Experienced Homophobia and Suicide Among Young Gay, Bisexual, Transgender, and Queer Men in Singapore: Exploring the Mediating Role of Depression Severity, Self-Esteem, and Outness in the Pink Carpet Y Cohort Study.

Purpose: No prior study has been published on suicide-related behaviors among gay, bisexual, transgender, and queer (GBTQ) men in Singapore, where sexual relations between men are criminalized. This study explores the association and mediational pathways between experienced homophobia and suicidal ideation or suicide attempts among young GBTQ men in Singapore.Methods: Results of this study were derived from baseline data of the Pink Carpet Y Cohort Study, Singapore's first prospective cohort study among young GBTQ men. The sample comprised 570 young GBTQ men 18 to 25 years of age who were HIV negative or unsure of their HIV status. Statistical analyses were conducted through descriptive statistics, multivariable logistic regression, and structural equation modeling techniques.Results: Of 570 participants, 58.9% (n = 308) reported ever contemplating suicide, whereas 14.2% (n = 76) had ever attempted suicide. Controlling for key demographic variables, multivariable logistic regression revealed that experienced homophobia and depression severity were positively associated with a history of suicidal ideation, whereas depression severity and outness were positively associated with a history of suicide attempts. Mediation analyses revealed that depression severity and self-esteem partially accounted for the relationship between experienced homophobia and suicidal ideation, whereas depression severity and outness partially accounted for the relationship with suicide attempts.Conclusions: The prevalence of suicidal ideation and past suicide attempts was found to be high in a sample of young GBTQ men in Singapore. Interventions to address experienced homophobia and discrimination among young GBTQ men are needed urgently in Singapore.

Minority statuses and mental health outcomes among young gay, bisexual and queer men in Singapore

Minority gay, bisexual and queer (GBQ) men face not only stigma from the general population based on their sexual orientation, but stigma as well based on their race, body type and their gender identity. Results of this study were derived from baseline data of the Pink Carpet Y Cohort Study in Singapore comprising a sample of 570 GBQ men aged 18 to 25 years old. Controlling for key demographic variables, being non-Chinese was associated with depression severity (aPR = 1.21, 95%CI [1.01,1.45]), experienced homophobia (aPR = 1.13, 95%CI [1.05,1.22]) and a past suicide attempt (aPR = 1.77, 95%CI [1.08,2.92]); being non-cisgender male was associated with depression severity (aPR = 1.27, 95%CI [1.05,1.55]) and experienced homophobia (aPR = 1.20, 95%CI [1.09,1.32]); reporting a BMI of 25 or more was associated with depression severity (aPR = 1.20, 95%CI [1.00,1.44]). Reporting one minority status was associated with depression severity (aPR = 1.23, 95%CI [1.05,1.45]) experienced homophobia (aPR = 1.08, 95%CI [1.01,1.15]), and a past suicide attempt (aPR = 1.61, 95%CI [1.01,2.56]), while reporting at least two minority statuses was associated with depression severity (aPR = 1.47, 95%CI [1.17,1.83]), experienced homophobia (aPR = 1.26, 95%CI [1.14,1.40]), and past suicide ideation (aPR = 1.28, 95%CI [1.01,1.62]), compared to participants in the general sample. Interventions are needed to buffer the effects of stigma in this vulnerable group of individuals.