Associations between emotion regulation difficulties, eating disorder symptoms, non-suicidal self-injury, and suicide attempts in a heterogeneous eating disorder sample

Acquired Capability for Suicide: An Evolutionary Concept Analysis

While virtually all suicide attempters experience ideations, not all who think about suicide will attempt or die by suicide. The ideation-to-action framework has led to new theories distinguishing suicide ideators from suicide attempters. The framework suggests that suicide progresses on a spectrum of thoughts and behaviors with different identifiers and explanations. The concept of acquired capability for suicide (ACS), conceptualized by the Interpersonal Psychological Theory of Suicide, is the first to explain the movement from ideation to action. This concept analysis of ACS is timely and relevant for greater clarification of the role ACS has in the movement from ideation to action. Rodgers' evolutionary concept analysis method is used. The six-step evolutionary method highlights the concept's attributes, antecedents, and consequences and provides a basis for further inquiry and development rather than a final definition.

Difficulties in interpersonal regulation of emotion in relation to disordered eating

Eating disorders (EDs) are associated with emotion regulation difficulties. However, most studies have examined intrapersonal emotion regulation difficulties and strategies without consideration of interpersonal emotion regulation (IER). Thus, it remains unknown whether intrinsic IER (i.e., how people regulate their emotions through others) is associated with disordered eating. The present study examined whether putatively maladaptive IER strategies such as reassurance seeking and venting were associated with ED cognitions, behaviors, and symptom severity. Additionally, we examined whether IER strategy use varied as a function of probable ED diagnosis. A sample of 181 college students (Mage = 20.01 years, SD = 2.18) from a large northeastern university completed self-report measures of disordered eating, IER strategies, and intrapersonal emotion regulation difficulties. As predicted, reassurance seeking was associated with most ED symptomatology and ED symptom severity except for fasting frequency. Venting was only associated with body dissatisfaction. Associations between reassurance seeking and ED symptom severity and excessive exercise frequency remained significant even after controlling for sex and intrapersonal emotion regulation strategies. Finally, participants with a probable ED diagnosis reported greater reassurance seeking but not venting compared to nonprobable ED cases. These findings highlight the important associations between IER strategy use and disordered eating, namely, reassurance seeking. Additional research is needed to examine the associations between IER strategy use and disordered eating longitudinally.

The Role of Emotion Dysregulation in Understanding Suicide Risk: A Systematic Review of the Literature

Suicide prevention represents a global imperative, and efforts to identify potential risk factors are intensifying. Among these, emotional regulation abilities represent a transdiagnostic component that may have an impactful influence on suicidal ideation and behavior. Therefore, the present systematic review aimed to investigate the association between emotion dysregulation and suicidal ideation and/or behavior in adult participants. The review followed PRISMA guidelines, and the research was performed through four major electronic databases (PubMed/MEDLINE, Scopus, PsycInfo, and Web of Science) for relevant titles/abstracts published from January 2013 to September 2023. The review included original studies published in peer-reviewed journals and in English that assessed the relationship between emotional regulation, as measured by the Difficulties in Emotional Regulation Scale (DERS), and suicidal ideation and/or behavior. In total, 44 studies were considered eligible, and the results mostly revealed significant positive associations between emotion dysregulation and suicidal ideation, while the findings on suicide attempts were more inconsistent. Furthermore, the findings also confirmed the role of emotion dysregulation as a mediator between suicide and other variables. Given these results, it is important to continue investigating these constructs and conduct accurate assessments to implement effective person-centered interventions.

Predictors of current suicidal ideation in a multi-diagnostic sample of individuals with eating disorders

BACKGROUND

Individuals with eating disorders (EDs) have high rates of suicidal ideation (SI) and attempts (SA). Fasting, body dissatisfaction, binge eating and purging have been associated with SI in non-clinical samples, individuals with anorexia nervosa or low-weight EDs, and a multi-diagnostic sample. However, few studies have examined how ED symptoms contribute to risk for SI in conjunction with other well-established risk factors, such as nonsuicidal self-injury (NSSI) and past SA. The aim of this study was to examine which ED symptoms contribute unique risk for current SI in a multi-diagnostic, clinical sample when statistically adjusting for gender, NSSI, past SA, and past SI.

METHODS

We conducted a chart review of 166 individuals who presented for ED treatment at an outpatient facility and signed informed consent. Initial intake interviews were coded for the presence versus absence of fasting, fear of weight gain, binge eating, purging, excessive exercise, restriction, body checking, self-weighing, and body dissatisfaction, as well as NSSI, past SA, past SI, and current SI.

RESULTS

A total of 26.5% of the sample endorsed current SI. In a logistic regression analysis, identifying as male (n = 17) or having a non-binary gender identity (n = 1), the presence of fasting, and past SI were all significantly associated with increased odds of current SI, whereas excessive exercise significantly decreased odds of current SI. Fasting was equally common across all diagnostic groups.

CONCLUSIONS

Future research should establish the temporal relationship between fasting and SI to better inform intervention.

Frequency and correlates of lifetime suicidal ideation and suicide attempts among consecutively hospitalized youth with anorexia nervosa and bulimia nervosa: results from a retrospective chart review

BACKGROUND

Youth with eating disorders (EDs) face an increased risk of a premature suicide death. Precursors of completed suicide are suicidal ideation and suicide attempts, which need to be well understood to prevent suicide. However, epidemiological data on the lifetime prevalence and clinical correlates of suicidal ideation and suicide attempts (i.e., "suicidality") are lacking for the vulnerable group of inpatient ED youth.

METHODS

This retrospective chart review was conducted at a psychiatric child and adolescent inpatient department, covering a 25-year period. Consecutively hospitalized youth with an ICD-10 diagnosis of anorexia nervosa (AN), restricting type (AN-R), binge-purging type (AN-BP), and bulimia nervosa (BN) were included. Data extraction and coding were standardized with trained raters extracting information from patient records according to a procedural manual and using a piloted data extraction template. The lifetime prevalence of suicidal ideation and suicide attempts was calculated for each ED subgroup, and clinical correlates of suicidality were analyzed via multivariable regression analyses.

RESULTS

In the sample of 382 inpatients aged 9-18 years (median age = 15.6, females = 97.1%; AN-R: n = 242, BN: n = 84, AN-BP: n = 56), 30.6% of patients had lifetime suicidal ideation (BN:52.4% ≈ AN-BP:44.6% > AN-R:19.8%, χ²(2,382) = 37.2, p < 0.001, Φ = 0.31), and 3.4% of patients reported a history of suicide attempts (AN-BP:8.9% ≈ BN:4.8% > AN-R:1.7%, χ²(2,382) = 7.9, p = 0.019, Φ = 0.14). Independent clinical correlates of suicidality were i) for AN-R a higher number of psychiatric comorbidities (OR = 3.02 [1.90, 4.81], p < 0.001), and body weight < 1^st BMI percentile at hospital admission (OR = 1.25 [1.07,1.47], p = 0.005) (r² = 0.20); ii) for AN-BP patients a higher number of psychiatric comorbidities (OR = 3.68 [1.50, 9.04], p = 0.004) and history of childhood abuse (OR = 0.16 [0.03, 0.96], p = 0.045) (r² = 0.36), and iii) for BN patients a higher prevalence of non-suicidal self-injury (NSSI)(OR = 3.06 [1.37, 6.83], p = 0.006) (r² = 0.13).

CONCLUSIONS

About half of youth inpatients with AN-BP and BN had lifetime suicidal ideation, and one-tenth of patients with AN-BP had attempted suicide. Treatment programs need to address specific clinical correlates of suicidality, namely, low body weight, psychiatric comorbidities, history of childhood abuse, and NSSI.

TRIAL REGISTRATION

This study was not a clinical trial but a retrospective chart review based on routinely assessed clinical parameters. The study includes data from human participants; however: (1) no intervention and no prospective assignment to interventions were performed, and (2) no evaluation of intervention in participants was accomplished.

Associations of suicide risk with emotional reactivity, dysregulation, and eating disorder treatment outcomes

INTRODUCTION

Emotional processes play a role in both suicide risk and eating disorders (EDs), which are often comorbid. However, limited research has explored how emotional processes relate to suicide risk in EDs and the prognostic value of suicide risk for ED treatment. Thus, the current study examined associations between emotion dysregulation and reactivity with suicide risk in patients with EDs, and determined if suicide risk predicts ED treatment outcomes.

METHODS

Participants (n = 201) were adults in an ED partial hospitalization program who completed measures at admission, 1-month post-admission, and discharge.

RESULTS

When controlling for depressive symptoms, limited access to adaptive emotion regulation strategies, difficulties engaging in goal-oriented behaviors, and engaging in impulsive behavior when experiencing negative emotions (i.e., emotion dysregulation) were associated with suicide attempt frequency. Depressive symptoms were associated with suicide risk severity, while emotion dysregulation and reactivity were not. Importantly, patients with elevated suicide risk at admission improved comparably to other risk categories across treatment, despite presenting with greater ED symptoms at admission.

CONCLUSION

Emotion dysregulation and depression are salient factors when examining suicide risk in patients with EDs. Suicide risk and attempt history may not negatively impact ED treatment outcomes when using emotion-focused treatment.

Emotion regulation, perfectionism, and eating disorder symptoms in adolescents: the mediating role of cognitive eating patterns

Poor emotion regulation, along with elevated perfectionism, is recognised as a risk factor for the development of eating disorder (ED) symptoms. Therefore, the aim of our study was to examine the relationship between emotion regulation difficulties and perfectionism with ED symptoms, while controlling for emotional eating, uncontrolled eating, and cognitive restraint as mediators. In total, 482 adolescents (246 girls and 236 boys; M = 15.00, SD = 0.31) participated in this study. Based on the participants' body height and weight measured by the medical team during their regular preventive health examinations, the body mass index (BMI) was calculated. Participants also answered the Difficulties in Emotion Regulation Scale, Multidimensional Perfectionism Scale, Three-Factor Eating Questionnaire, and Eating Disorder Examination Questionnaire. According to the results obtained, adolescent girls in our sample reported more difficulties in emotion regulation, more uncontrolled and emotional eating, and more ED symptoms. A significant direct effect was found for difficulties in emotion regulation and ED symptoms but not for perfectionism. In addition, only emotional eating and cognitive restraint (not uncontrolled eating) mediated the relationship between difficulties in emotion regulation and perfectionism and ED symptoms. The results suggest that difficulties in emotion regulation may be more important than perfectionism in explaining ED symptoms in a sample of healthy adolescents. When adolescents experience problems in emotion regulation in combination with emotional or uncontrolled eating, they might be at a higher risk of experiencing concerns about weight and a variety of other ED symptoms, and this should be considered when planning preventive interventions for adolescents.

Considering a risk profile based on emergency department utilization in young people with eating disorders: Implications for early detection

OBJECTIVE

While screening tools are available for the early identification of eating disorders, it may not be feasible to employ them in an emergency department (ED). Establishing a risk profile may improve the screening process. The purpose of this study was to investigate ED service utilization among patients with eating disorders and create a risk profile to help detect eating disorders at an earlier and more treatable stage.

METHOD

We applied a concurrent mixed methods research design, however, only the quantitative findings will be presented. Our study involved a retrospective cohort analysis of administrative ED health data for patients (n = 243) aged 12-24 years in an eating disorders program. Two control groups: (1) all-cause (n = 716), (2) and mental health (n = 679) were included.

RESULTS

68.7% of eating disorder patients were discharged from the ED without follow-up being arranged. Comorbidities were recorded as the primary or secondary diagnosis, and patients presented with suicidality more frequently than controls (χ = 31.2, p < .001). Patients accessed ED services five times more often than controls.

DISCUSSION

Despite eating disorder patients accessing the ED more frequently than controls, eating disorder diagnoses were not always assigned or documented. Our findings highlight the importance of enhanced eating disorder training for ED health care staff to better understand the risk profile, and the consideration of comorbidities and suicide risk when assessing patients to ensure early detection.

CONCLUSION

As eating disorders are often undetected, more comprehensive training and access to screening tools may help improve detection, mitigate symptom progression, and enhance patient safety.

Emotion dysregulation and mindfulness in non-suicidal self-injury

This study examined the association between mindfulness and engagement in non-suicidal self-injury (ENSSI) and whether emotion dysregulation explains this association. A secondary objective was to explore the difference between participants who engaged in a suicide attempt and those who only engaged in non-suicidal self-injury. A sample of 201 psychiatric patients (62.7% female; age range: 18-71 years old) participated in the study. The path analysis indicated that trait mindfulness was negatively associated with all emotion dysregulation dimensions and that one of these dimensions, impulse control difficulty, was associated with higher ENSSI. Moreover, impulse control difficulty was associated with increased odds of having attempted suicide. These findings suggest that mindfulness is a relevant construct to ENSSI with and without a suicide attempt. Future studies should investigate mindfulness-based interventions for ENSSI and the role played by the capacity to control impulses when experiencing negative emotions.

Which dimensions of emotion dysregulation predict the onset and persistence of eating disorder behaviours? A prospective study

BACKGROUND

Theoretical models highlight the importance of emotion dysregulation as a key risk and maintaining factor for eating disorders. However, most studies testing these theories are cross-sectional. It remains unclear which dimensions of emotion dysregulation account for the onset and persistence of eating disorder behaviours over time.

METHODS

To address these gaps, data were analyzed from 1321 adult women who completed study measures at baseline and eight-month follow-up. The dimensions of emotion dysregulation assessed were five subscales from the abbreviated 16-item Difficulties in Emotion Regulation Scale. Outcomes included the onset (versus asymptomatic) and persistence (versus remission) of binge eating and compensatory behaviours.

RESULTS

Univariate logistic regressions showed that, among initially asymptomatic women, higher baseline levels of each emotion dysregulation dimension (except the "goals" subscale) predicted the onset of binge eating and compensatory behaviours at follow-up. Each dimension also predicted the persistence of compensatory behaviours at follow-up among women endorsing these behaviours at baseline, while the "impulse", "strategies", and "non-acceptance" dimensions predicted the persistence of binge eating. In multivariate analyses, only the "strategies" dimension predicted the onset and persistence of binge eating, while the "non-acceptance" dimension predicted the onset and persistence of compensatory behaviours.

LIMITATIONS

Only a limited number of emotion dysregulation dimensions were tested.

CONCLUSION

Findings demonstrate the importance of emotion dysregulation dimensions in accounting for the onset and maintenance of eating disorder behaviours. The delivery of specific intervention strategies designed to address emotion dysregulation may depend on the risk and symptom profile of an individual.

Suicidal Behaviour Among Nigerian Undergraduates: Associations with Gambling Disorder and Emotional Dysregulation

Background: There is a high prevalence of suicidal behavior among Nigerian youths. However, the connections between suicidal behavior and precipitating factors, such as gambling disorder and emotional dysregulation (ED) in this population, are not well researched. Objectives: The present study examined the associations between gambling disorder, ED, and suicidal behavior in Nigerian university undergraduate students. Methods: This study was carried out during October 2020 - April 2021 on 1338 undergraduates with a mean ± SD age of 19.84 ± 3.22 years selected using random and purposive sampling for the universities and participants respectively. Participants responded to the Attitudes Towards Gambling Scale, Difficulties in Emotion Regulation Scale, and Redeemer's University Suicidality Scale. Descriptive statistics (simple percentages) and inferential statistics (Pearson’s correlation and regression analysis) were used for data analysis. Results: The Pearson's correlation revealed that suicidal behaviour had significant positive correlations with the nonacceptance of emotional responses or distress (r = 0.22, P = 0), difficulties engaging in goal-directed behaviours (r = 0.21, P = 0), difficulties in impulse control (r = 0.27, P = 0), the lack of emotional awareness (r = 0.14, P = 0), limited access to emotional regulation strategies (r = 0.33, P = 0), the lack of emotional clarity (r = 0.32, P = 0), and difficulties in emotional regulation (r = 0.4, P = 0). Problematic gambling (PG) independently predicted suicidal behavior, while PG and ED dimensions jointly predicted suicidal behavior. The ED dimensions contributed 15% incrementally to the prediction of suicidal behavior and beyond the 2% variance accounted for PG in undergraduates. Conclusions: Our results showed positive links between PG, ED, and suicidal behavior among Nigerian undergraduates. It suggests that the combination of PG and ED increases the severity of suicidal behavior among students.

Increase in urgent care for patients with an eating disorder during the COVID-19 pandemic in a Spanish province

INTRODUCTION

The COVID-19 pandemic has had a great impact on people's mental health. Patients with eating disorders (ED) are also highly sensitive to the pandemic situation due to their physical and mental health. The objective of this study is to evaluate the impact that the COVID-19 pandemic may have had on the reasons for the urgent care of patients with an eating disorder, comparing the reasons for care with those from a previous period.

METHOD

We compared the visits to the emergency room and their characteristics before and after the pandemic of patients with an eating disorder in the province of Lleida. Information regarding sociodemographic status, reason for consultation, diagnosis, characteristics of suicidal behaviour, and other data were obtained from the electronic medical records.

RESULTS

Within the total emergency attendances, eating disorders increased from 1.7% in the pre-pandemic period to 3.1% during the pandemic (p=0.030). Regarding the reason for consultation, a change in the pattern is observed, decreasing consultations for anxious decompensation (p<0.001) and increasing suicidal behaviour (p=0.016) and behavioural disorder (p=0.022).

CONCLUSIONS

In our study we ascertained an increase in urgent care given to patients with an eating disorder during the two states of alarm, while consultations for anxiety symptoms decreased notably. However, care for suicidal behaviour increased, especially in women with comorbidity of personality disorders and who were unemployed.

Increase in urgent care for patients with an eating disorder during the COVID-19 pandemic in a Spanish province

Introduction

The COVID-19 pandemic has had a great impact on people's mental health. Patients with eating disorders (ED) are also highly sensitive to the pandemic situation due to their physical and mental health. The objective of this study is to evaluate the impact that the COVID-19 pandemic may have had on the reasons for the urgent care of patients with an eating disorder, comparing the reasons for care with those from a previous period.

Method

We compared the visits to the emergency room and their characteristics before and after the pandemic of patients with an eating disorder in the province of Lleida. Information regarding sociodemographic status, reason for consultation, diagnosis, characteristics of suicidal behaviour, and other data were obtained from the electronic medical records.

Results

Within the total emergency attendances, eating disorders increased from 1.7% in the pre-pandemic period to 3.1% during the pandemic (p = 0.030). Regarding the reason for consultation, a change in the pattern is observed, decreasing consultations for anxious decompensation (p < 0.001) and increasing suicidal behaviour (p = 0.016) and behavioural disorder (p = 0.022).

Conclusions

In our study we ascertained an increase in urgent care given to patients with an eating disorder during the two states of alarm, while consultations for anxiety symptoms decreased notably. However, care for suicidal behaviour increased, especially in women with comorbidity of personality disorders and who were unemployed.

The Role of Emotion Regulation in Eating Disorders: A Network Meta-Analysis Approach

Background

Previous theoretical models and reviews have documented a strong connection between emotion dysregulation eating disorder (ED) psychopathology among the general and clinical populations. The aim of this review was to build on this previous work by conducting a network meta-analysis to explore associations between adaptive and maladaptive emotion regulation strategies and ED psychopathology trans-diagnostically across the ED spectrum to identify areas of emotion dysregulation that have the strongest association with symptomatology.

Methodology

A total of 104 studies were included in the meta-analysis and correlation coefficient representing the associations between specific emotion regulation strategies and ED symptomatology were extracted. We ran a Bayesian random effects network meta-analysis and the initial network was well-connected with each emotion regulation strategy being linked to at least one other strategy. We also conducted a network meta-regression to explore whether between-study differences in body mass index (BMI), age, and whether the sample consisted of solely female participants explained any possible network inconsistency.

Results

The network meta-analysis revealed that ruminations and non-acceptance of emotions were most closely associated with ED psychopathology. There was no significant network inconsistency but two comparisons approached significance and thus meta-regressions were conducted. The meta-regressions revealed a significant effect of BMI such that the associations between different emotion regulation strategies and ED symptomatology were weaker among those with low BMI.

Discussion

The present findings build on previous work and highlight the role of rumination and difficulties with accepting emotions as key emotion regulation difficulties in EDs. Additionally, the finding that the associations were weaker among ED patients with low BMI may point toward a complex relationship between ED behaviors and emotion regulation. Taken together, our findings call for interventions that target emotion regulation, specifically rumination and difficulties accepting emotions, in the treatment of EDs.

Systematic Review Registration

https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42021249996, PROSPERO, identifier: CRD42021249996.

A specific association between laxative misuse and suicidal behaviours in patients with anorexia nervosa and bulimia nervosa

OBJECTIVE

Eating disorders (ED) are associated with an in increased risk of suicidal behaviours. Laxative abuse might alter the gut-brain axis signaling, that might be implicated in the pathophysiology of suicide. This study aims to determine the association between laxative misuse and suicide attempt (SA) and suicidal ideation (SI) in patients with ED.

METHODS

277 patients with ED were recruited from an Eating Disorder Unit of Lapeyronie Academic Hospital, Montpellier, France. Sociodemographic and clinical data were collected. Chi-square and t test were used, with Bonferroni corrections where required. Multiple regression models assessed the relationships between laxative misuse, SA, and SI.

RESULTS

62 (22.4%) patients reported lifetime laxative misuse. They were more likely to have a history of SA than non-misusers [43.83 vs 19.9%, p < 0.001, odds ratio (OR) 3.68]. In the multivariate model, adjusted for other confounders, lifetime laxative misuse remained associated with SA (adjusted OR 3.79, p = 0.041). In past 28 days, patients with SA history reported misusing laxatives for more days than patients without SA history (6 vs 1.5 days, p = 0.01, adjusted for vomiting and ED severity). Laxative use days during past 28 days was associated with current SI, adjusted for vomiting in the same period (p = 0.017).

CONCLUSIONS

Current and lifetime laxative misuse were associated with SA history and current SI in patients with ED, at least in part independently of other suicide-related factors.

LEVEL OF EVIDENCE

Level III cohort, cross-sectional study.

Meaning in Life Mediates Between Emotional Deregulation and Eating Disorders Psychopathology: A Research From the Meaning-Making Model of Eating Disorders

Emotional dysregulation, age, gender, and obesity are transdiagnostic risk factors for the development and maintenance of eating disorders (EDs). Previous studies found that patients with ED had less meaning in life than the non-clinical population, and that meaning in life acted as a buffer in the course of ED; however, to the data, there are no studies about the mediator role of meaning in life in association between the emotional dysregulation and the ED psychopathology.

Objective: To analyze the mediating role of meaning in life in the relationship between emotional dysregulation and the ED psychopathology in three samples with diverse risk factors for ED.

Method: Sample 1, n = 153 undergraduate young women; sample 2, n = 122 participants with obesity; and sample 3, n = 292 participants with ED. Multiple mediation analysis was performed.

Results: Sample 1: meaning in life showed a mediation effect between emotional dysregulation and the ED psychopathology (direct effect β = 0.390, p < 0.05) (indirect effect β = 0.227, p < 0.05), body satisfaction (direct effect β = −0.017, p < 0.05) (indirect effect β = −0.013, p < 0.01), and depression symptoms (direct effect β = 1.112, p < 0.001) (indirect effect β = 0.414, p < 0.001); sample 2: meaning in life showed a mediation effect between emotional dysregulation and binge eating and purging behaviors (direct effect β = 0.194, p < 0.01) (indirect effect β = 0.054, p < 0.05) and depression symptoms (direct effect β = 0.357, p < 0.001) (indirect effect β = 0.063, p < 0.05); sample 3: meaning in life showed a mediation effect between emotional dysregulation and the ED psychopathology (direct effect β = 0.884, p < 0.001) (indirect effect β = 0.252, p < 0.007), body satisfaction (direct effect β = −0.033, p < 0.05) (indirect effect β = −0.021, p < 0.001), borderline symptoms (direct effect β = 0.040, p < 0.001) (indirect effect β = 0.025, p < 0.001), and hopelessness (direct effect β = 0.211, p < 0.001) (indirect effect β = 0.087, p < 0.001).

Conclusions: These studies suggest the importance of considering meaning in life as a variable in the onset and maintenance of ED.

Adolescents' Bipolar Experiences and Suicide Risk: Well-being and Mental Health Difficulties as Mediators

Bipolar disorder is usually accompanied by a high suicide risk. The main aim was to identify the risk and protective factors involved in suicide risk in adolescents with bipolar experiences. Of a total of 1506 adolescents, 467 (31%) were included in the group reporting bipolar experiences or symptoms, 214 males (45.8%) and 253 (54.2%) females. The mean age was 16.22 (SD = 1.36), with the age range between 14 and 19. Suicide risk, behavioral and emotional difficulties, prosocial capacities, well-being, and bipolar experiences were assessed through self-report. Mediation analyses, taking gender as a moderator and controlling age as a covariate, were applied to estimate suicide risk. The results indicated that the effect of bipolar experiences on suicide risk is mediated by behavioral and emotional difficulties rather than by prosocial behavior and subjective well-being. Specifically, emotional problems, problems with peers, behavior problems, and difficulties associated with hyperactivity were the most important variables. This relationship was not modulated by gender. However, the indirect effects of some mediators varied according to gender. These results support the development of suicide risk prevention strategies focused on reducing emotional difficulties, behavioral problems, and difficulties in relationships with others.

Emotion dysregulation and suicidality in eating disorders

OBJECTIVE

Suicidality in eating disorders (EDs) is high, and identification of therapeutically targetable traits associated with past, current, and future suicidality is of considerable clinical importance. We examined overall and ED subtype-specific associations among suicidal ideation, suicide attempts, and general and specific aspects of emotion dysregulation in a large sample of individuals with ED, at presentation for treatment and 1-year follow-up.

METHOD

Using registry data from 2,406 patients, scores on the Difficulties in Emotion Dysregulation Scale (DERS) at initial registration were examined as predictors of recent suicidal ideation and self-report lifetime suicide attempts. Associations were examined in the full sample and in each ED subtype. In 406 patients, initial DERS scores were examined as predictors of suicidality at 1-year follow-up.

RESULTS

Overall DERS was associated with suicidal ideation and suicide attempts, even when adjusting for ED psychopathology and current depression. Perceived lack of emotion regulation strategies showed unique associations with suicidal ideation and suicide attempts, both in the full sample and in most ED subtypes. Initial DERS was also associated with follow-up suicidal ideation and suicide attempts, although this association did not remain when adjusting for past suicidality.

DISCUSSION

Results suggest that emotion dysregulation may be a potential mechanism contributing to suicidality in EDs, beyond the effects of ED psychopathology and current depression. Although the prevalence of suicidality differs across ED subtypes, emotion dysregulation may represent a risk trait for future suicidality that applies transdiagnostically. Results support addressing emotion dysregulation in treatment in order to reduce suicidality.

Is Emotion Dysregulation Associated With Suicidal Ideation in Post 9/11 Veterans?

Emotion dysregulation, a risk factor for suicide ideation and attempts, has not been studied in U.S. veterans of Operations Enduring and Iraqi Freedom and New Dawn (OEF/OIF/OND). Data were collected through standardized telephone interviews and computer-based surveys from 278 OEF/OIF/OND veterans (70.6% male, 29.4% female). Bivariate analyses indicated that emotion dysregulation was associated with suicidal ideation during the past-three-months (r = 0.30, p < 0.05) and lifetime suicide attempts (r = 0.21, p < 0.05). When PTSD and depression symptoms were added to a sequential logistic regression model, emotion dysregulation was no longer significantly associated with ideation or attempt. Emotion dysregulation was associated with suicidal ideation and attempt; however, current distress had greater associations. Dysregulation is one of several factors in veteran suicide risk.

Correlates of suicidal thoughts and attempts in males engaging in muscle dysmorphia or eating disorder symptoms

OBJECTIVE

Despite the high rates of suicidality in body dysmorphic disorder and eating disorders (EDs), research on suicidality in a related disorder, muscle dysmorphia (MD), is essentially nonexistent. Thus, this study tested relations between suicidal thoughts and behaviors and MD and ED symptoms in an online male community sample.

METHOD

A total of 464 males (M_age  = 40.3; 85% Caucasian) recruited from Amazon's Mechanical Turk completed measures that evaluated ED symptoms, MD symptoms, current suicidal ideation, and past suicide attempts.

RESULTS

Most MD and ED symptoms were correlated with current suicidal ideation and previous suicide attempts. In multivariate regression models, vomiting and appearance intolerance remained significantly related to suicidal ideation, while hard exercise and lower functional impairment were significantly related to prior suicide attempts.

CONCLUSION

Results indicate that appearance dissatisfaction, a core MD criterion, and hard exercise, a common behavioral symptom of MD, are associated with suicidality.

Emotion regulation difficulties are associated with nightmares and suicide attempts in an adult psychiatric inpatient sample

Although many studies have examined potential moderators of the relation between nightmares and suicide, few have examined emotion regulation, particularly utilizing severe populations such as psychiatric inpatients. The present study sought to investigate whether emotion regulation difficulties are associated with nightmares and suicide attempts in an inpatient sample. We included 2,683 psychiatric inpatients ranging from 18 to 81 years (M = 34.35, SD = 14.70). Nightmare frequency, emotion regulation difficulties, and their interaction predicted previous suicide attempts. Limitations include the homogeneity and cross-sectional nature of the sample. Suggestions for future study are discussed.

Exploring Eating Disorder Topics on Twitter: Machine Learning Approach

Background

Eating disorders (EDs) are a group of mental illnesses that have an adverse effect on both mental and physical health. As social media platforms (eg, Twitter) have become an important data source for public health research, some studies have qualitatively explored the ways in which EDs are discussed on these platforms. Initial results suggest that such research offers a promising method for further understanding this group of diseases. Nevertheless, an efficient computational method is needed to further identify and analyze tweets relevant to EDs on a larger scale.

Objective

This study aims to develop and validate a machine learning–based classifier to identify tweets related to EDs and to explore factors (ie, topics) related to EDs using a topic modeling method.

Methods

We collected potential ED-relevant tweets using keywords from previous studies and annotated these tweets into different groups (ie, ED relevant vs irrelevant and then promotional information vs laypeople discussion). Several supervised machine learning methods, such as convolutional neural network (CNN), long short-term memory (LSTM), support vector machine, and naïve Bayes, were developed and evaluated using annotated data. We used the classifier with the best performance to identify ED-relevant tweets and applied a topic modeling method—Correlation Explanation (CorEx)—to analyze the content of the identified tweets. To validate these machine learning results, we also collected a cohort of ED-relevant tweets on the basis of manually curated rules.

Results

A total of 123,977 tweets were collected during the set period. We randomly annotated 2219 tweets for developing the machine learning classifiers. We developed a CNN-LSTM classifier to identify ED-relevant tweets published by laypeople in 2 steps: first relevant versus irrelevant (F₁ score=0.89) and then promotional versus published by laypeople (F₁ score=0.90). A total of 40,790 ED-relevant tweets were identified using the CNN-LSTM classifier. We also identified another set of tweets (ie, 17,632 ED-relevant and 83,557 ED-irrelevant tweets) posted by laypeople using manually specified rules. Using CorEx on all ED-relevant tweets, the topic model identified 162 topics. Overall, the coherence rate for topic modeling was 77.07% (1264/1640), indicating a high quality of the produced topics. The topics were further reviewed and analyzed by a domain expert.

Conclusions

A developed CNN-LSTM classifier could improve the efficiency of identifying ED-relevant tweets compared with the traditional manual-based method. The CorEx topic model was applied on the tweets identified by the machine learning–based classifier and the traditional manual approach separately. Highly overlapping topics were observed between the 2 cohorts of tweets. The produced topics were further reviewed by a domain expert. Some of the topics identified by the potential ED tweets may provide new avenues for understanding this serious set of disorders.

Nonsuicidal self-injury, difficulties in emotion regulation, negative urgency, and childhood invalidation: A study with outpatients with eating disorders

OBJECTIVES

Among outpatients with eating disorders (ED), we compared participants without nonsuicidal self-injury (non-NSSI group), with NSSI over a year ago (past NSSI group) and with NSSI in the previous year (current NSSI group) regarding different variables, and examined whether difficulties in emotion regulation and negative urgency moderated the relationship between maternal/paternal invalidation and NSSI.

METHOD

The sample included 171 outpatients (94.2% female; M_age  = 28.78, SD_age  = 11.19).

RESULTS

Fifty-four participants (31.6%) had NSSI in the previous year. This group showed higher eating pathology, difficulties in emotion regulation, negative urgency, and maternal/paternal invalidation than the non-NSSI group. Analyses revealed an adequate fit to the data for the model that included moderating effects of emotional awareness and negative urgency in the relationship between maternal/paternal invalidation and increased likelihood of NSSI in the previous year.

CONCLUSIONS

Interventions for NSSI and ED should include emotion regulation, impulse control, and validation strategies.

Self-directed behaviors differentially explain associations between emotion dysregulation and eating disorder psychopathology in patients with or without objective binge-eating

BACKGROUND

Emotion dysregulation and negative self-directed behaviors are key characteristics of eating disorders (EDs), but their interaction in relation to ED psychopathology is insufficiently explored, and empirically robust and clinically relevant models are needed.

METHODS

This study examined whether the association between emotion dysregulation and ED psychopathology was mediated by different negative self-directed behaviors in 999 ED patients divided into two sub-samples based on absence or presence of objective binge-eating episodes (OBE). Several simple and extended mediation models were examined using the Difficulties in Emotion Regulation Scale (DERS) as independent variable, the Structural Analysis of Social Behavior (SASB) as mediator, and the Eating Disorder Examination Questionnaire (EDE-Q) as dependent variable.

RESULTS

An associational pathway was found where higher emotion dysregulation was associated with more negative self-directed behaviors, which in turn was associated with higher ED psychopathology. Self-directed behaviors of importance differed between patient groups. In participants without OBE, lower self-love and higher self-attack were influential, whereas in participants with OBE, lower self-affirmation and higher self-blame were influential.

CONCLUSIONS

Self-directed behaviors may help to explain the association between emotion dysregulation and ED psychopathology. Our findings have both theoretical and clinical implications that are pathology-specific. Addressing specific self-directed behaviors could be an important way of helping patients deal with their emotions in relation to ED psychopathology.

Emotional Response Inhibition: A Shared Neurocognitive Deficit in Eating Disorder Symptoms and Nonsuicidal Self-Injury

Eating disorder (ED) symptoms often co-occur with non-suicidal self-injury (NSSI). This comorbidity is consistent with evidence that trait negative urgency increases risk for both of these phenomena. We previously found that impaired late-stage negative emotional response inhibition (i.e., negative emotional action termination or NEAT) might represent a neurocognitive mechanism for heightened negative urgency among people with NSSI history. The current study evaluated whether relations between negative urgency and ED symptoms similarly reflect deficits in this neurocognitive process. A total of 105 community adults completed an assessment of ED symptoms, negative urgency, and an emotional response inhibition task. Results indicated that, contrary to predictions, negative urgency and NEAT contributed independent variance to the prediction of ED symptoms, while controlling for demographic covariates and NSSI history. Worse NEAT was also uniquely associated with restrictive eating, after accounting for negative urgency. Our findings suggest that difficulty inhibiting ongoing motor responses triggered by negative emotional reactions (i.e., NEAT) may be a shared neurocognitive characteristic of ED symptoms and NSSI. However, negative urgency and NEAT dysfunction capture separate variance in the prediction of ED-related cognitions and behaviors, distinct from the pattern of results we previously observed in NSSI.

Emotion Dysregulation as a Prospective Predictor of Suicidal Ideation in an at-Risk Mixed Clinical Sample

The current study tested whether emotion dysregulation predicts suicidal ideation over the course of 6 months. Community members (N = 298) with elevated suicide risk completed a clinical interview and self-report questionnaires at baseline and month-6 follow-up appointments. Elevated general emotion dysregulation but not subscales significantly predicted increases in suicidal ideation at month-6 follow-up after accounting for initial suicidal ideation, treatment condition, and negative affectivity. Furthermore, general emotion dysregulation as well as lack of awareness and lack of clarity subscales were significantly associated with prior suicide attempts at baseline after accounting for negative affectivity. Findings support the establishment of emotion dysregulation as a risk factor for suicidal ideation and provide evidence for a role in suicide attempts. Findings call for the development of interventions targeting emotion dysregulation in effectively predicting and preventing suicidality.

Direct and indirect associations between perception of childhood trauma and suicidal ideation through emotion dysregulation in males who use heroin

Emotion dysregulation is considered as one of the factors related to suicide in individuals with childhood trauma (CT). However, no research has been performed on the role of emotion dysregulation in the relationship between perception of CT and suicidal ideation in individuals who use heroin. This study aimed to evaluate direct and indirect relationships between perception of CT and suicidal ideation through emotion regulation difficulties (ERD) and cognitive emotion regulation strategies (CERSs) in males with a DSM diagnosis of heroin dependence. In a cross-sectional design, 310 males with a DSM diagnosis of heroin dependence completed the Childhood Trauma Questionnaire-Short Form (CTQ-SF), the Difficulties in Emotion Regulation Scale (DERS), the Cognitive Emotion Regulation Questionnaire-Short version (CERQ-Short), the Obsessive-Compulsive Drug Use Scale-Form Heroin (OCDUS-Form Heroin), and the Depression Anxiety Stress Scales (DASS). The results revealed that perception of CT had no direct relation to suicidal ideation. Perception of CT was indirectly associated with suicidal ideation through some ERD dimensions [e.g., non-acceptance of emotional responses (Non-acceptance), limited access to emotion regulation strategies (Strategies), lack of emotional awareness (Awareness)] and the CERS of positive reappraisal. The findings suggest that high suicidal ideation may stem from a perception of CT and subsequently emotion dysregulation in individuals who use heroin. Also, the findings of this research may have implications for the prevention and treatment of suicidal ideation in individuals using heroin with a perception of CT. The results of the present study require further examination through longitudinal studies.

Association between Emotion Dysregulation and Distinct Groups of Non-Suicidal Self-Injury in Taiwanese Female Adolescents

Background: Previous studies revealed that female adolescents are more likely than males to engage in non-suicidal self-injury (NSSI) to regulate negative emotions; however, the dimensions of emotion regulation that are associated with NSSI behavior in adolescents require further examination. The present study aimed to identify Taiwanese female adolescent clusters with NSSI engagement frequency and to evaluate the association of specific forms of emotion dysregulation with NSSI. Methods: The participants were 438 female adolescents (mean age = 15.23 years, SD = 1.24, range between 13 and 18) recruited from 11 high schools. Self-report questionnaires assessing NSSI, difficulties in emotion regulation, and positive and negative affect were administered, and 37% of respondents reported a history of NSSI. Results: The analysis of NSSI frequency yielded three groups: severe, moderate, and non-NSSI. High negative affect, low positive affect, and difficulties in all aspects of emotion regulation differentiated female adolescents in the severe NSSI group from their counterparts in the non-NSSI group. The moderate and severe NSSI groups were further distinguished by age of onset, negative affect, emotion regulation strategies, and impulse control. Adolescents classified in the severe group reported earlier onset of NSSI, higher negative affect, less emotion regulation strategies, and more difficulty with impulse control. Conclusions: The results indicate that assessments of NSSI and emotion regulation should be incorporated in youth mental health screening. The clinical implications of NSSI behavior intervention require further discussion.

Emotion regulation across eating pathology: A meta-analysis

The goal of this meta-analysis was to examine the associations between specific emotion regulation abilities (emotional awareness, emotional clarity) and strategies (acceptance of emotions, reappraisal, problem-solving, rumination, avoidance of emotions, and suppression), and eating pathology. A total of 96 studies and 239 effect sizes were included in the analysis. Relations between global and specific emotion regulation abilities and strategies and eating disorders and eating-related symptoms were examined. Results indicated medium-to-large effect sizes for the associations between adaptive emotion regulation and eating disorder and eating-related symptoms, and medium-to-large effect sizes for the associations between maladaptive emotion regulation and eating disorders and eating-related symptoms. In terms of specific emotion regulation strategies, large magnitude of associations were identified for the relations between lack of emotional awareness, clarity, acceptance, reappraisal, problem-solving, and eating disorders. Rumination, avoidance of emotions, and suppression also showed large associations with anorexia nervosa and bulimia nervosa. Overall, emotion regulation did not differ across eating disorders, a finding supporting the transdiagnostic character of emotion regulation problems in eating pathology. These findings have important theoretical and practical implications for prevention and intervention programs.

Socio-demographic and psychological risk factors for suicidal behavior among individuals with anorexia and bulimia nervosa: A systematic review

OBJECTIVE

Suicide is the second leading cause of death among individuals with anorexia nervosa (AN) and is also elevated in bulimia nervosa (BN). We carried out a systematic review in which we analyzed the relationship between AN and/or BN and suicidality (i.e. suicidal ideation or attempted and/or death by suicide) and the major risk factors for suicidal behavior among AN and BN patients by synthesizing the qualitative data from relevant studies.

EVIDENCE ACQUISITION

According to PRISMA guidelines, we conducted a systematic search of the literature on PsycNET, PubMed, Google Scholar, and ScienceDirect. Search terms were "eating disorders" "OR" "anorexia" "OR" "bulimia" combined with the Boolean "AND" operator with "suicide."

EVIDENCE SYNTHESIS

The initial search identified 8,590 records, of which 38 research reports met the predefined inclusion criteria and were analyzed. Eating disorders (EDs) were found to be associated with a marked increase in suicidal behaviors and ideation. ED type, impulsivity, and specific interpersonal features were associated with suicidal behavior.

CONCLUSIONS

Our findings highlight the importance of the combined role of socio-demographic and psychological factors to the co-occurrence of EDs and suicidal behavior. It is imperative that a thorough suicide assessment be conducted routinely for individuals with past and current EDs, and that clinicians be aware that this risk may be ongoing and occur throughout treatment, even after ED symptoms appear to be remitting.

LIMITATIONS

Study limitations include diagnostic definitions of and criteria for EDs, and the different terminology used by researchers to define suicide, including non-suicidal behaviors, which weakens the ability to draw conclusions regarding actual suicidal behaviors versus other self-harm behaviors.

Gender-Related Patterns of Emotion Regulation among Patients with Eating Disorders

Difficulties in emotion regulation (ER) are common in females with eating disorders (ED). However, no study to date has analyzed ER in males with ED. In the study at hand, we assessed ER in males with ED and compared results to both females with ED and healthy controls (HC). We also examined associations between ER difficulties, personality, and psychopathology. A total of 62 males with ED were compared with 656 females with ED, as well as 78 male and 286 female HC. ER was assessed by means of the Difficulties in Emotion Regulation Scale (DERS). We found that males and females with ED showed greater ER difficulties compared to HC. Pronounced general psychopathology was a shared factor associated with higher ER difficulties in both males and females with ED. However, whereas higher novelty seeking, higher cooperativeness, lower reward dependence, and lower self-directedness were related to higher ER difficulties in females with ED, lower persistence was associated with ER difficulties in males with ED. In sum, males and females with ED show similar ER difficulties, yet they are distinct in how ER deficits relate to specific personality traits. Research on strategies promoting ER in the treatment of males with ED is warranted.

Longitudinal associations between emotion regulation skills, negative affect, and eating disorder symptoms in a clinical sample of individuals with binge eating

OBJECTIVE

Although deficits in emotion regulation have been implicated in the maintenance of binge eating, few prospective studies have examined longitudinal associations between emotion regulation and eating disorder symptoms, which are needed to test these theoretical models.

METHOD

Using a naturalistic design, the current study utilized longitudinal multilevel analyses to examine whether improvements in emotion regulation during treatment are associated with decreased binge eating frequency and eating disorder cognitions in a heterogeneous sample of adults with binge eating (N = 97). Analyses also accounted for between- and within-person differences in negative affect to inform specific targets for intervention.

RESULTS

Significant within-person associations between emotion regulation, negative affect, and eating disorder severity support hypotheses that emotion dysregulation and negative affect co-occur with eating disorder psychopathology. Only between-person differences in negative affect demonstrated associations with binge eating frequency over time.

DISCUSSION

Data suggest that momentary interventions targeting negative affect and emotion regulation skills may decrease eating disorder cognitions, but not binge eating frequency, among adults with binge eating.

Associations of food addiction and nonsuicidal self-injury among women with an eating disorder: A common strategy for regulating emotions?

OBJECTIVE

We examined the association between lifetime nonsuicidal self-injury (NSSI), emotion regulation, and food addiction (FA) in women (n = 220) with eating disorders (ED) compared with (n = 121) healthy controls (HC).

METHOD

Participants were assessed via face-to-face interviews for ED diagnosis and lifetime NSSI. FA was assessed with Yale Food Addiction Scale 2.0 and emotion regulation using the Difficulty in Emotion Regulation Scale (DERS).

RESULTS

The prevalence of FA was significantly higher among women with an ED when compared with HC (75.9% vs. 4.1%, p < 0.001). Similarly, subjects presenting FA showed a high prevalence of lifetime NSSI, in both ED and HC (40.7% and 60.0%, respectively). Our predictive model revealed FA and DERS total scores as indicators of the presence of lifetime NSSI independent of group assignment, ED diagnosis, and age.

CONCLUSIONS

These findings suggest a shared aetiology between ED, NSSI, and FA, explained possibly in part by emotion-regulation deficits.

Emotion dysregulation and eating disorders-Associations with diagnostic presentation and key symptoms

OBJECTIVE

Emotion dysregulation seems involved in the development, maintenance, and outcome of eating disorders (EDs). The present study aimed to differentiate patients with EDs from a comparison group on emotion dysregulation, and to examine emotion dysregulation in relation to ED diagnostic presentation and ED symptoms.

METHOD

Participants, patients with EDs (N = 999) and a student comparison group (N = 252), completed the Difficulties in Emotion Regulation Scale and the Eating Disorder Examination Questionnaire. Patients were compared to the comparison group and compared by diagnosis regarding emotion dysregulation, and unique associations between emotion dysregulation aspects and ED symptoms were examined.

RESULTS

Patients reported greater general emotion dysregulation than the comparison group, especially poorer emotional awareness and clarity. There were very few diagnostic differences. In both patients and the comparison group, limited access to emotion regulation strategies was associated with cognitive ED symptoms, and presence of binge eating in the comparison group. In patients, poor emotional awareness and emotional non-acceptance were additionally associated with cognitive symptoms, and difficulties in impulse control and emotional non-acceptance were associated with binge eating.

DISCUSSION

Emotion dysregulation is an important transdiagnostic characteristic of ED. Results suggest interventions that enhance emotional awareness and acceptance, as well as emotion regulation skills training, in both ED treatment and prevention.

Cohort survey of college students' eating attitudes: interventions for depressive symptoms and stress coping were key factors for preventing bulimia in a subthreshold group

Background

The aim of this study was to examine the necessity of early intervention for students with potential bulimia by investigating how the eating attitudes of college students change and examining the relation between bulimic symptoms and depressive symptoms or the ability to cope with stress.

Methods

The study participants were students who entered Hiroshima University in 2014. This study was conducted at two time points: Time-1 in 2014 and Time-2 in 2017. The Eating Attitudes Test-26 (EAT-26), Bulimic Inventory Test, Edinburgh (BITE), Beck Depression Inventory-II (BDI-II), and Coping Inventory for Stressful Situations (CISS) were administered at Times 1 and 2, and the responses were compared between the time points. Next, we compared the BDI-II scores of the BITE improved and worsened groups. In addition, we divided the participants into a clinical group, subthreshold group, and healthy group based on the BITE score at Time-1to compared their depressive symptoms and the ability to cope with stress.

Results

Significantly higher BITE and BDI-II scores were recorded for both males and females at Time-2 than at Time-1. The BDI-II score at Time-1 was significantly higher in the BITE worsened group than in the BITE improved group. The BDI-II scores at Time-1 were significantly higher for both males and females in the subthreshold group than in the healthy group. Furthermore, significantly higher CISS-T and CISS-E scores were recorded at Time-1 for females in the subthreshold group than for females in the healthy group.

Conclusions

Based on these results, intervention for students the subthreshold group is important, and the key to intervention may be to address not only eating behaviors but also depressive symptoms and stress coping.

Trial registration

UMIN000029474 Registered 9 October, 2017 (retrospectively).

Non-suicidal Self-Injury in Eating Disordered Patients: Associations with Heart Rate Variability and State-Trait Anxiety

Background: Non-suicidal self-injury (NSSI) is commonly present in individuals with eating disorders (EDs) and is often employed as a maladaptive emotion regulation strategy to avoid or abate negative emotions. One of the most prevalent negative emotions experienced by self-injurers is anxiety; however, this emotion has not been extensively studied in this population. Thus, the aim of our study was to investigate the influence of anxiety on NSSI in patients with ED from two different dimensions: state anxiety and trait anxiety.

Methods: The study comprised a total of 66 females: 12 ED patients with NSSI, 32 ED patients without a history of NSSI, and 22 healthy controls. State and trait anxiety were assessed by means of State-Trait Anxiety Inventory (STAI-S-T) and physiological data [i.e., heart rate variability (HRV)] were collected.

Results: STAI-trait scores were significantly higher in ED patients with NSSI than ED patients without NSSI. Furthermore, when conducting logistic regression analyses higher STAI-trait scores were associated with NSSI in ED patients. However, no differences in STAI-state scores and HRV were found between ED patients with and without NSSI.

Discussion: The present findings suggest that anxiety as a trait is associated with the use of maladaptive strategies (i.e., NSSI) in ED patients. These results uphold the need to target trait anxiety in ED treatment in order to prevent possible NSSI behaviors.

Acute Mental Discomfort Associated with Suicide Behavior in a Clinical Sample of Patients with Affective Disorders: Ascertaining Critical Variables Using Artificial Intelligence Tools

AIM

In efforts to develop reliable methods to detect the likelihood of impending suicidal behaviors, we have proposed the following.

OBJECTIVE

To gain a deeper understanding of the state of suicide risk by determining the combination of variables that distinguishes between groups with and without suicide risk.

METHOD

A study involving 707 patients consulting for mental health issues in three health centers in Greater Santiago, Chile. Using 345 variables, an analysis was carried out with artificial intelligence tools, Cross Industry Standard Process for Data Mining processes, and decision tree techniques. The basic algorithm was top-down, and the most suitable division produced by the tree was selected by using the lowest Gini index as a criterion and by looping it until the condition of belonging to the group with suicidal behavior was fulfilled.

RESULTS

Four trees distinguishing the groups were obtained, of which the elements of one were analyzed in greater detail, since this tree included both clinical and personality variables. This specific tree consists of six nodes without suicide risk and eight nodes with suicide risk (tree decision 01, accuracy 0.674, precision 0.652, recall 0.678, specificity 0.670, F measure 0.665, receiver operating characteristic (ROC) area under the curve (AUC) 73.35%; tree decision 02, accuracy 0.669, precision 0.642, recall 0.694, specificity 0.647, F measure 0.667, ROC AUC 68.91%; tree decision 03, accuracy 0.681, precision 0.675, recall 0.638, specificity 0.721, F measure, 0.656, ROC AUC 65.86%; tree decision 04, accuracy 0.714, precision 0.734, recall 0.628, specificity 0.792, F measure 0.677, ROC AUC 58.85%).

CONCLUSION

This study defines the interactions among a group of variables associated with suicidal ideation and behavior. By using these variables, it may be possible to create a quick and easy-to-use tool. As such, psychotherapeutic interventions could be designed to mitigate the impact of these variables on the emotional state of individuals, thereby reducing eventual risk of suicide. Such interventions may reinforce psychological well-being, feelings of self-worth, and reasons for living, for each individual in certain groups of patients.

A 10-year follow-up study of completers versus dropouts following treatment with an integrated cognitive-behavioral group therapy for eating disorders

BACKGROUND

Cognitive-behavioral therapy (CBT) has been recommended for the treatment of eating disorders, and group therapy is known to have certain advantages over individual therapy. The aim of the current study was to compare the 10-year prognosis of patients who completed integrated group CBT with those who dropped out and to examine the effect of completion of group CBT on the prognosis.

METHODS

The participants were 65 adult patients with eating disorders. All patients were women and Japanese. The average age (19-37) of the patients was 25.1 ± 3.8 years, and the average body mass index (BMI) was 17.7 ± 2.0. We conducted integrated group CBT with the patients and compared eating disorder symptoms, mood states, coping styles, and self-esteem before and after therapy. Furthermore, we compared clinical features and the 10-year prognosis of patients who completed the treatment and those who dropped out.

RESULTS

After 10 sessions of group therapy, Eating Attitudes Test scores, Profile of Mood States depression scores, and Coping Inventory for Stressful Situations emotion-oriented scores decreased, while Rosenberg's Self-Esteem Scale scores increased. Regarding the results of the 10-year follow up, the completer group had more patients with a good prognosis. In contrast, the dropout group had more patients with a poor prognosis.

CONCLUSIONS

Those who completed the integrated group CBT had a good prognosis. Group therapy gives the patients an opportunity to form peer relationships, and helps them to develop communication and socialization skills. Furthermore, in the group therapy sessions, the patients develop self-awareness by listening to other members of the group and they also develop interpersonal relationships. This effect may be temporary, but experience of group therapy may provide hope for the patient and increase the chance of the patient continuing treatment.

TRIAL REGISTRATION

Retrospectively registered in University Hospital Medical Information Network in Japan: No. 000028868 (May 19th, 2017).

Non-suicidal Self-Injury in Eating Disordered Patients: Associations with Heart Rate Variability and State-Trait Anxiety

Background: Non-suicidal self-injury (NSSI) is commonly present in individuals with eating disorders (EDs) and is often employed as a maladaptive emotion regulation strategy to avoid or abate negative emotions. One of the most prevalent negative emotions experienced by self-injurers is anxiety; however, this emotion has not been extensively studied in this population. Thus, the aim of our study was to investigate the influence of anxiety on NSSI in patients with ED from two different dimensions: state anxiety and trait anxiety. Methods: The study comprised a total of 66 females: 12 ED patients with NSSI, 32 ED patients without a history of NSSI, and 22 healthy controls. State and trait anxiety were assessed by means of State-Trait Anxiety Inventory (STAI-S-T) and physiological data [i.e., heart rate variability (HRV)] were collected. Results: STAI-trait scores were significantly higher in ED patients with NSSI than ED patients without NSSI. Furthermore, when conducting logistic regression analyses higher STAI-trait scores were associated with NSSI in ED patients. However, no differences in STAI-state scores and HRV were found between ED patients with and without NSSI. Discussion: The present findings suggest that anxiety as a trait is associated with the use of maladaptive strategies (i.e., NSSI) in ED patients. These results uphold the need to target trait anxiety in ED treatment in order to prevent possible NSSI behaviors.