Temporal prediction of suicidal ideation in an ecological momentary assessment study with recurrent neural networks.

INTRODUCTION: Ecological Momentary Assessment (EMA) holds promise for providing insights into daily life experiences when studying mental health phenomena. However, commonly used mixed-effects linear statistical models do not fully utilize the richness of the ultidimensional time-varying data that EMA yields. Recurrent Neural Networks (RNNs) provide an alternative data analytic method to leverage more information and potentially improve prediction, particularly for non-normally distributed outcomes. METHODS: As part of a broader research study of suicidal thoughts and behavior in people with borderline personality disorder (BPD), eighty-four participants engaged in EMA data collection over one week, answering questions multiple times each day about suicidal ideation (SI), stressful events, coping strategy use, and affect. RNNs and mixed-effects linear regression models (MEMs) were trained and used to predict SI. Root mean squared error (RMSE), mean absolute percent error (MAPE), and a pseudo-R2 accuracy metric were used to compare SI prediction accuracy between the two modeling methods. RESULTS: RNNs had superior accuracy metrics (full model: RMSE = 3.41, MAPE = 42 %, pseudo-R2 = 26 %) compared with MEMs (full model: RMSE = 3.84, MAPE = 56 %, pseudo-R2 = 16 %). Importantly, RNNs showed significantly more accurate prediction at higher values of SI. Additionally, RNNs predicted, with significantly higher accuracy, the SI scores of participants with depression diagnoses and of participants with higher depression scores at baseline. CONCLUSION: In this EMA study with a moderately sized sample, RNNs were better able to learn and predict daily SI compared with mixed-effects models. RNNs should be considered as an option for EMA analysis.

Brief and Ultra-Brief Suicide-Specific Interventions.

The rising rates of suicide warrant effective treatments that can quickly help stabilize suicidal individuals and prevent future suicidal crises from occurring. Across the past few decades, there has been a rise in the development of ultra-brief (1-4 sessions) and brief suicide-specific interventions (6-12 sessions) to meet this need. This article reviews several prominent ultra-brief and brief interventions, including the Teachable Moment Brief Intervention, Attempted Suicide Short Intervention Program, Safety Planning Intervention, Crisis Response Planning, Cognitive Therapy for Suicide Prevention, Brief Cognitive-Behavioral Therapy for Suicide Prevention, Collaborative Assessment and Management of Suicidality, and the Coping Long-Term With Active Suicide Program. A brief review of each interventions' evidence base is also provided. Current challenges and directions for future research in testing the efficacy and effectiveness of suicide prevention initiatives are discussed.

Effects of Patient Suicide on Professional Practice Among Mental Health Providers.

INTRODUCTION: The loss of a patient to suicide has an enormous impact on clinicians, but few studies have examined its effects. METHOD: In this retrospective study, we compared clinicians who have and have not experienced a patient suicide using a survey of 2157 outpatient clinicians from 169 New York clinics to determine differences in their suicide prevention knowledge, practices, training, and self-efficacy. RESULTS: Approximately 25% of the clinician respondents lost patients to suicide; psychiatrists, nurses/nurse practitioners, and those with more years of experience were disproportionately affected. After controlling for these demographic/professional differences, clinicians who had experienced patient suicide reported feeling that they had insufficient training, despite actually having more suicide prevention training, greater knowledge of suicide prevention practices, and feeling more comfortable working with suicidal patients than clinicians who had not lost a patient to suicide. There were no differences in self-efficacy or utilization of evidence-based clinical practices. CONCLUSIONS: Controlling for demographic/professional differences, clinicians who experienced a patient suicide had more training, knowledge, and felt more comfortable working with suicidal patients. It is critical that sufficient training be available to clinicians, not only to reduce patient deaths, but also to help clinicians increase their comfort, knowledge, skill, and ability to support those bereaved by suicide loss.

Stress Response in Suicide Attempters with Borderline Personality Disorder: The Role of Behavioral Problems in Childhood.

Objective: Suicidal individuals are a heterogeneous population and may differ in systematic ways in their responsiveness to stress. The primary aim of the present study was to identify whether a different pattern of physiological stress response exists among adult suicide attempters with a history of behavioral problems during childhood and adolescence, which earlier studies have related to both decreased activity of the HPA axis and to suicidal behaviors. Method: Seventy-eight participants with Borderline Personality Disorder were assessed using the SCID-II, and completed self-report measures assessing their history of suicide attempts, history of aggressive behaviors, depressive symptoms, history of lifetime abuse and demographics. Participants' cortisol reactivity was assessed using the Trier Social Stress Test. Results: Analyses indicated that suicide attempters with a history of behavioral problems in youth (n = 30) had a significantly lower response to stress than both suicide attempters without such a history (n = 26) and non-attempters (n = 22), when controlling for lifetime history of abuse. The groups did not differ in basal cortisol. Conclusions: These findings suggest a unique subtype of suicide attempter among those with Borderline Personality Disorder, characterized by a blunted physiological stress response.

Variability in Suicidal Ideation is Associated with Affective Instability in Suicide Attempters with Borderline Personality Disorder.

Objective: Suicidal ideation (SI) is heterogeneous with different patterns and risk factors. SI can be persistent with stable severity, but may also fluctuate rapidly over a short period of time. The latter pattern is likely associated with affective instability and may consist of activation of SI at times of stress, that then subside. Although affective instability is a hallmark of borderline personality disorder (BPD), little is known about SI variability in BPD. We hypothesized that SI variability would be associated with affective instability in BPD suicide attempters. Method: Sample included 38 females with BPD and history of suicidal behavior. SI was assessed over 1 week using ecological momentary assessment (EMA) at six epochs daily. The relationship between SI variability (i.e., change of SI from one epoch to another) and SI severity (i.e., average scores across epochs), and affective instability, assessed using the Affective Lability Scale (ALS), were examined. Possible confounding effects of depression severity and impulsiveness were tested. Results: Participants demonstrated high ALS scores and wide range of SI variability. ALS scores predicted SI variability, even after controlling for depression severity. Although ALS also predicted SI severity, this association was driven by depression severity. ALS did not correlate with impulsiveness score. Conclusions: Affective instability may predict SI variability in BPD suicide attempters independent of depression severity. This supports our model of suicidal subgroups with different constellations of clinical aspects and risk factors. Future studies could examine these associations in larger samples and different populations to determine implications for suicide prevention.

Perceptions of Adjunctive Mindfulness-Based Cognitive Therapy to Prevent Suicidal Behavior Among High Suicide-Risk Outpatient Participants.

BACKGROUND: Few investigations of patient perceptions of suicide prevention interventions exist, limiting our understanding of the processes and components of treatment that may be engaging and effective for high suicide-risk patients. AIMS: Building on promising quantitative data that showed that adjunct mindfulness-based cognitive therapy to prevent suicidal behavior (MBCT-S) reduced suicidal thinking and depression among high suicide-risk patients, we subjected MBCT-S to qualitative inspection by patient participants. METHOD: Data were provided by 15 patients who completed MBCT-S during a focus group and/or via a survey. Qualitative data were coded using thematic analysis. Themes were summarized using descriptive analysis. RESULTS: Most patients viewed the intervention as acceptable and feasible. Patients attributed MBCT-S treatment engagement and clinical improvement to improved emotion regulation. A minority of patients indicated that factors related to the group treatment modality were helpful. A small percentage of patients found that aspects of the treatment increased emotional distress and triggered suicidal thinking. These experiences, however, were described as fleeting and were not linked to suicidal behavior. LIMITATIONS: The sample size was small. CONCLUSION: Information gathered from this study may assist in refining MBCT-S and treatments to prevent suicidal behavior among high suicide-risk patients generally.

The Zero Suicide Model: Applying Evidence-Based Suicide Prevention Practices to Clinical Care.

Suicide is reaching epidemic proportions, with over 44,000 deaths by suicide in the US, and 800,000 worldwide in 2015. This, despite research and development of evidence-based interventions that target suicidal behavior directly. Suicide prevention efforts need a comprehensive approach, and research must lead to effective implementation across public and mental health systems. A 10-year systematic review of evidence-based findings in suicide prevention summarized the areas necessary for translating research into practice. These include risk assessment, means restriction, evidence-based treatments, population screening combined with chain of care, monitoring, and follow-up. In this article, we review how suicide prevention research informs implementation in clinical settings where those most at risk present for care. Evidence-based and best practices address the fluctuating nature of suicide risk, which requires ongoing risk assessment, direct intervention and monitoring. In the US, the National Action Alliance for Suicide Prevention has put forth the Zero Suicide (ZS) Model, a framework to coordinate a multilevel approach to implementing evidence-based practices. We present the Assess, Intervene and Monitor for Suicide Prevention model (AIM-SP) as a guide for implementation of ZS evidence-based and best practices in clinical settings. Ten basic steps for clinical management model will be described and illustrated through case vignette. These steps are designed to be easily incorporated into standard clinical practice to enhance suicide risk assessment, brief interventions to increase safety and teach coping strategies and to improve ongoing contact and monitoring of high-risk individuals during transitions in care and high risk periods.

Teaching Dialectical Behavior Therapy to Psychiatry Residents: The Columbia Psychiatry Residency DBT Curriculum.

OBJECTIVE: Dialectical behavior therapy (DBT) is an evidence-based psychosocial treatment with efficacy in reducing self-harm behaviors in borderline personality disorder (BPD). This study describes and evaluates a clinical curriculum to teach DBT to psychiatry residents, developed at a large urban university hospital. The curriculum objectives are to (1) have psychiatry residents achieve basic understanding of DBT theory and clinical skill, (2) increase residents' ability and confidence in treating self-harm behaviors (both suicidal behavior and non-suicidal self-injury), and (3) enhance residents' willingness to treat individuals with BPD. METHODS: In addition to a 6-week didactic course on DBT offered to all residents (n = 62), 25 elected to enroll in a year-long DBT clinical training curriculum over the course of a 5-year period. The DBT clinical training consisted of 15 h of additional didactics, ongoing conduct of individual therapy and group DBT skills training, videotaping of individual therapy sessions, and weekly supervision meetings utilizing videotape to provide feedback. Residents participating in the clinical training program videotaped baseline and later sessions, which were rated for DBT adherence. All 62 graduates of the program were surveyed regarding the impact of the training on their practice of psychiatry. RESULTS: Upon graduation, a high percentage (87 % in the curriculum and 70 % in the didactic course only) reported incorporating DBT into their psychiatry practice, as well as willingness and confidence in treating BPD and self-harm behaviors. Residents participating in the clinical training demonstrated significant improvement in their ability to utilize DBT interventions, particularly in structuring sessions, problem assessment, problem solving, and using validation and dialectical strategies. CONCLUSION: This DBT curriculum was effective in preparing psychiatrists-in-training to incorporate evidence-based practices for effective treatment of BPD and self-harm behaviors and can serve as a model for teaching DBT during psychiatry residency training. Limitations include a small sample size and lack of baseline survey measurement of attitudes for pre- and post-curriculum comparison.

Early Childhood Environment and Genetic Interactions: the Diathesis for Suicidal Behavior.

Adverse childhood experiences are associated with higher risk for suicide and suicidal behavior later in life. There are known associations between childhood trauma, particularly sexual abuse, and higher rates of suicide, non-lethal suicide attempts, and non-suicidal self-injurious behaviors in adolescence and adulthood. Emotional abuse/neglect, disrupted parental attachment, and cumulative effect of multiple forms of maltreatment, also increase risk. Yet, the causal relationship remains unclear. The diathesis-stress model provides a framework for understanding how early life adverse experiences contribute to suicide vulnerability. Current findings from the fields of biology, neurology, and genetics shed new light on mediating variables and possible causal links between early childhood trauma and suicide. In this paper, we review recent advances, particularly regarding the interaction of early life environmental adverse events with genetics factors, that increase the diathesis for psychological traits are associated with subsequent deliberate self-harm behaviors.

Affective lability and difficulties with regulation are differentially associated with amygdala and prefrontal response in women with Borderline Personality Disorder.

The present neuroimaging study investigated two aspects of difficulties with emotion associated with Borderline Personality Disorder (BPD): affective lability and difficulty regulating emotion. While these two characteristics have been previously linked to BPD symptomology, it remains unknown whether individual differences in affective lability and emotion regulation difficulties are subserved by distinct neural substrates within a BPD sample. To address this issue, sixty women diagnosed with BPD were scanned while completing a task that assessed baseline emotional reactivity as well as top-down emotion regulation. More affective instability, as measured by the Affective Lability Scale (ALS), positively correlated with greater amygdala responses on trials assessing emotional reactivity. Greater difficulties with regulating emotion, as measured by the Difficulties with Emotion Regulation Scale (DERS), was negatively correlated with left Inferior Frontal Gyrus (IFG) recruitment on trials assessing regulatory ability. These findings suggest that, within a sample of individuals with BPD, greater bottom-up amygdala activity is associated with heightened affective lability. By contrast, difficulties with emotion regulation are related to reduced IFG recruitment during emotion regulation. These results point to distinct neural mechanisms for different aspects of BPD symptomology.

Suicide attempters with Borderline Personality Disorder show differential orbitofrontal and parietal recruitment when reflecting on aversive memories.

Suicidal behavior and difficulty regulating emotions are hallmarks of Borderline Personality Disorder (BPD). This study examined neural links between emotion regulation and suicide risk in BPD. 60 individuals with BPD (all female, mean age = 28.9 years), 46 of whom had attempted suicide, completed a fMRI task involving recalling aversive personal memories. Distance trials assessed the ability to regulate emotion by recalling memories from a third-person, objective viewpoint. Immerse trials assessed emotional reactivity and involved recalling memories from a first-person perspective. Behaviorally, both groups reported less negative affect on Distance as compared to Immerse trials. Neurally, two sets of findings were obtained. The first reflected differences between attempters and non-attempters. When immersing and distancing, attempters showed elevated recruitment of lateral orbitofrontal cortex, a brain region implicated in using negative cues to guide behavior. When distancing, attempters showed diminished recruitment of the precuneus, a region implicated in memory recall and perspective taking. The second set of findings related to individual differences in regulation success - the degree to which individuals used distancing to reduce negative affect. Here, we observed that attempters who successfully regulated exhibited precuneus recruitment that was more similar to non-attempters. These data provide insight into mechanisms underlying suicide attempts in BPD. Future work may examine if these findings generalize to other diagnoses and also whether prior findings in BPD differ across attempters and non-attempters.

Improvements in Executive Attention, Rumination, Cognitive Reactivity, and Mindfulness Among High-Suicide Risk Patients Participating in Adjunct Mindfulness-Based Cognitive Therapy: Preliminary Findings.

OBJECTIVE: To test changes to cognitive functioning among high-suicide risk outpatients participating in an adjunct mindfulness-based intervention combining mindfulness-based cognitive therapy and safety planning (MBCT-S). DESIGN: Ten outpatients with a 6-month history of suicide attempt or active suicidal ideation plus suicidal ideation at study entry received 9 weeks of adjunct group-based MBCT-S. Executive attention, sustained attention, visual memory, and semantic memory encoding were measured by neuropsychological assessment. Rumination, mindfulness, cognitive reactivity (defined as the tendency towards depressogenic information processing and thought content in response to mild mood deterioration), and self-compassion were assessed using self-report measures. Changes in pre- to post-treatment functioning on these constructs were analyzed by using dependent t-tests. Where significant improvements were found, correlations between changes to cognitive functioning and depression and suicidal ideation during treatment were calculated. RESULTS: Executive attention improved with MBCT-S in high-suicide risk outpatients (Stroop interference effect = 0.39 [standard deviation (SD), 27] at baseline and 0.27 (SD, 0.15) at post-treatment, t[9] = 2.35, p = 0.04, d = 0.75). One mindfulness skill, acting with awareness, increased with MBCT-S (average change in Five Facet Mindfulness Questionnaire-acting with awareness subscale score with treatment, 3.3 [SD, 3.0], t[9] = 3.46, p < 0.01, d = 1.1). Self-reported rumination and cognitive reactivity to suicidality and hopelessness decreased among participants (Ruminative Responses Brooding subscale score change, -3.4 [SD, 1.1], t[9] = 10, p < 0.001, d = 3.2; Leiden Index of Depression Sensitivity-Revised-Hopelessness/Suicidality subscale score change, -3 [SD, 2.7], t[9] = 3.56, p < 0.01, d = 1.1). None of these changes were related to improvements in depression or reductions in suicidal ideation during treatment. CONCLUSIONS: Findings from the present pilot study suggest that treatment with MBCT-S may improve cognitive deficits specific to suicide ideators and attempters among depressed patients. Future controlled trials using follow-up assessments are needed to determine the specificity of these improvements in cognitive functioning to MBCT-S and their durability and to formally test whether the observed improvements in cognitive functioning explain MBCT-S treatment gains.

Heart rate variability and suicidal behavior.

Identification of biological indicators of suicide risk is important given advantages of biomarker-based models. Decreased high frequency heart rate variability (HF HRV) may be a biomarker of suicide risk. The aim of this research was to determine whether HF HRV differs between suicide attempters and non-attempters. Using the Trier Social Stress Test (TSST), we compared HF HRV between females with and without a history of suicide attempt, all with a lifetime diagnosis of a mood disorder. To investigate a potential mechanism explaining association between HF HRV and suicide, we examined the association between self-reported anger and HF HRV. Results of an Area under the Curve (AUC) analysis showed attempters had a lower cumulative HF HRV during the TSST than non-attempters. In addition, while there was no difference in self-reported anger at baseline, the increase in anger was greater in attempters, and negatively associated with HF HRV. Results suggest that suicide attempters have a reduced capacity to regulate their response to stress, and that reduced capacity to regulate anger may be a mechanism through which decreased HF HRV can lead to an increase in suicide risk. Our results have implications for the prevention of suicidal behavior in at-risk populations.

Psychotherapy for suicidal patients with borderline personality disorder: an expert consensus review of common factors across five therapies.

The objective was to review established literature on approaches to the psychotherapy of borderline personality disorder with specfic reference to suicide in order to determine if there were common factors across these efforts that would guide future teaching, practice and research. The publications from the proponents of five therapies for the treatment of suicidal behavior in individuals with borderline personality disorder (BPD), were reviewed and discussed by the members of the Group for the Advanced of Psychiatry, Psychotherapy Committee (GAPPC). Twenty nine published research and summary reports were reviewed of the specific treatments noted above along with two other reviews of common factors for this group of treatments. We used expert consensus as to the salient articles for review and the appropriate level of abstraction for the common factor definition. We formulated a definition of effectiveness and identified six common factors: 1) negotiation of a specific frame for treatment, 2) recognition and insistence on the patient's responsibilities within the therapy, 3) provision to the therapist of a conceptual framework for understanding and intervening, 4) use of the therapeutic relationship to engage and address suicide, 5) prioritization of suicide as a topic to be actively addressed whenever it emerges, and 6) provision of support for the therapist in the form of supervision, consultation or peer support. We discuss common factors, their formulation, and implications for development and teaching of psychotherapeutic approaches specific to suicide in patients with borderline personality disorder and note that there should be greater attention in practice and education to these issues.

Familial transmission of parental mood disorders: unipolar and bipolar disorders in offspring.

OBJECTIVES: Offspring of depressed parents are at increased risk for psychiatric disorders. Although bipolar disorder (BD) and major depressive disorder (MDD) are both found in the same families, it is not clear whether transmission to offspring of BD or MDD tends to occur from parents with the same mood disorder subtype. Our primary hypothesis was that the offspring of parents with BD would be at increased risk for BD and other comorbid disorders common to BD, such as anxiety and substance use, relative to the offspring of parents with MDD. The offspring of parents with BD versus those with MDD were also hypothesized to be at greater risk for externalizing disorders (i.e., conduct disorder, attention-deficit hyperactivity disorder, or antisocial personality disorder). METHODS: Parents (n = 320) with mood disorders and their offspring (n = 679) were studied. Adult offspring were administered the Structured Clinical Interview for DSM-IV Axis I Disorders to establish the presence of psychopathology. Offspring aged 10-18 years were assessed using the School Aged Schedule for Affective Disorders and Schizophrenia, Present and Lifetime version, and parents of children under the age of ten completed the Child Behavioral Checklist. Data were examined using Cox proportional hazard regression. RESULTS: There was no difference in hazard of mood disorders in the offspring of parents with BD as compared to the offspring of parents with MDD. However, a number of other parent and offspring characteristics increased the risk of mood, anxiety, externalizing, and substance use disorders in the offspring, including self-reported childhood abuse in the parent or offspring, offspring impulsive aggression, and the age at onset of parental mood disorder. CONCLUSIONS: Mood disorders are highly familial, a finding that appears independent of whether the parent's condition is unipolar or bipolar, suggesting considerable overlap in the heritability of MDD and BD. Although parental characteristics had a limited influence on the risk of offspring psychopathology, reported childhood adversity, be it in the parent or child, is a harbinger of negative outcomes. These risk factors extend previous findings, and are consistent with diathesis-stress conceptualizations.

Predictors of psychotherapy alliance in Borderline Personality Disorder.

UNLABELLED: To better understand alliance formation with BPD patients, we examined the relationship between pre-treatment patient characteristics and alliance at baseline and 2 months. Thirty-five volunteers who enrolled in a RCT comparing dialectical behavior therapy (DBT) and supportive psychotherapy, with or without antidepressant medication in the treatment of suicidal behavior, were included in this analysis. Participants were administered the SCID-I and II, Beck Depression Inventory, Working Alliance Inventory, Beck Hopelessness Scale, and the State Trait Anxiety Inventory. RESULTS: depression, anxiety and hopelessness predicted poorer patient-rated alliance at 2 months. Depression and anxiety did not correlate with alliance at the start of treatment, but strongly correlated with 2-month alliance, suggesting patient-rated alliance at 2 months was influenced by the course of treatment. Therapist-rated alliance was not associated with either mood or BPD symptoms. Our findings suggest that focusing on BPD patients' mood early in treatment may improve alliance formation.

Early childhood sexual abuse increases suicidal intent.

Childhood sexual abuse has been consistently associated with suicidal behavior. We studied suicide attempt features in depressed individuals sexually abused as children. On average, sexual abuse started before age 9. It frequently coexisted with physical abuse. Suicide attempters more often had personality disorders and had endured abuse for longer, but did not differ in terms of other clinical characteristics from non-attempters. Earlier onset of sexual abuse and its duration were associated with more suicide attempts. However, when personality disorders were included in the regression model, only these disorders predicted number of attempts. The severity of sexual abuse and the coexistence of physical abuse were correlated with age at first suicide attempt. However, only severity of sexual abuse was marginally associated with age at first suicide attempt in the regression model. Finally, the earlier the age of onset of sexual abuse, the higher the intent, even after controlling for age, sex and personality disorders. This suggests that the characteristics of childhood sexual abuse, especially age of onset, should be considered when studying the risk for suicidal behavior in abused populations.

Important medical decisions: Using brief motivational interviewing to enhance patients' autonomous decision-making.

GOALS: The use of motivational interviewing (MI) when the goals of patient and physician are not aligned is examined. A clinical example is presented of a patient who, partly due to anxiety and fear, wants to opt out of further evaluation of his hematuria while the physician believes that the patient must follow up on the finding of hematuria. BACKGROUND: As patients struggle in making decisions about their medical care, physician interactions can become strained and medical care may become compromised. Physicians sometimes rely on their authority within the doctor-patient relationship to assist patients in making decisions. These methods may be ineffective when there is a conflict in motivations or goals, such as with patient ambivalence and resistance. Furthermore, the values of patient autonomy may conflict with the values of beneficence. METHOD: A patient simulation exercise is used to demonstrate the value of MI in addressing the motivations of a medical patient when autonomy is difficult to realize because of a high level of resistance to change due to fear. DISCUSSION: The salience of MI in supporting the value of patient autonomy without giving up the value of beneficence is discussed by providing a method of evaluating the patient's best interests by psychotherapeutically addressing his anxious, fear-based ambivalence.

Higher executive control and visual memory performance predict treatment completion in borderline personality disorder.

BACKGROUND: Non-completion of a prescribed course of treatment occurs in 20-60% of individuals diagnosed with borderline personality disorder (BPD). While symptom severity, personality traits and environmental factors have been implicated as predictors of treatment non-completion (TNC), there have been no studies of neuropsychological predictors in this population. METHODS: From a randomized controlled trial, a subsample of 31, unmedicated outpatients diagnosed with BPD with recent self-injurious behavior was assessed on 5 neuropsychological domains. Patients were also assessed for general IQ, demographic and other salient clinical variables. Patients were randomized to one of four treatment conditions, which lasted up to 1 year. Number of weeks in treatment (WIT) up to 1 year was utilized as the index of TNC. RESULTS: Thirty-three percent of the subsample (n = 12) did not complete 1 year of treatment. However, more WIT were predicted by better baseline executive control (Trails B; p < 0.01) and visual memory performance (Benton visual retention; p < 0.001); other neuropsychological domains did not predict WIT. CONCLUSION: In the treatment of outpatients with BPD, better executive control and visual memory performance predict more WIT. Assessing and addressing these neurocognitive factors in treatment may reduce TNC in this high-risk population.