High suicidality predicts overdose events among people with substance use disorder: A latent class analysis.

Introduction: Suicide is the tenth leading cause of death in the United States and continues to be a major public health concern. Suicide risk is highly prevalent among individuals with co-occurring substance use disorders (SUD) and mental health disorders, making them more prone to adverse substance use related outcomes including overdose. Identifying individuals with SUD who are suicidal, and therefore potentially most at risk of overdose, is an important step to address the synergistic epidemics of suicides and overdose fatalities in the United States. The current study assesses whether patterns of suicidality endorsement can indicate risk for substance use and overdose. Methods: Latent class analysis (LCA) was used to assess patterns of item level responses to the Concise Health Risk Tracking Self-Report (CHRT-SR), which measures thoughts and feelings associated with suicidal propensity. We used data from 2,541 participants with SUD who were enrolled across 8 randomized clinical trials in the National Drug Abuse Treatment Clinical Trials Network from 2012 to 2021. Characteristics of individuals in each class were assessed, and multivariable logistic regression was performed to examine class membership as a predictor of overdose. LCA was also used to analyze predictors of substance use days. Results: Three classes were identified and discussed: Class (1) Minimal Suicidality, with low probabilities of endorsing each CHRT-SR construct; Class (2) Moderate Suicidality, with high probabilities of endorsing pessimism, helplessness, and lack of social support, but minimal endorsement of despair or suicidal thoughts; and Class (3) High Suicidality with high probabilities of endorsing all constructs. Individuals in the High Suicidality class comprise the highest proportions of males, Black/African American individuals, and those with a psychiatric history and baseline depression, as compared with the other two classes. Regression analysis revealed that those in the High Suicidality class are more likely to overdose as compared to those in the Minimal Suicidality class (p = 0.04). Conclusion: Suicidality is an essential factor to consider when building strategies to screen, identify, and address individuals at risk for overdose. The integration of detailed suicide assessment and suicide risk reduction is a potential solution to help prevent suicide and overdose among people with SUD.

Suicidality as a Predictor of Overdose among Patients with Substance Use Disorders.

Increasing rates of overdose and overdose deaths are a significant public health problem. Research has examined co-occurring mental health conditions, including suicidality, as a risk factor for intentional and unintentional overdose among individuals with substance use disorder (SUD). However, this research has been limited to single site studies of self-reported outcomes. The current research evaluated suicidality as a predictor of overdose events in 2541 participants who use substances enrolled across eight multi-site clinical trials completed within the National Drug Abuse Treatment Clinical Trials Network between 2012 to 2021. The trials assessed baseline suicidality with the Concise Health Risk Tracking Self-Report (CHRT-SR). Overdose events were determined by reports of adverse events, cause of death, or hospitalization due to substance overdose, and verified through a rigorous adjudication process. Multivariate logistic regression was performed to assess continuous CHRT-SR score as a predictor of overdose, controlling for covariates. CHRT-SR score was associated with overdose events (p = 0.03) during the trial; the likelihood of overdose increased as continuous CHRT score increased (OR 1.02). Participants with lifetime heroin use were more likely to overdose (OR 3.08). Response to the marked rise in overdose deaths should integrate suicide risk reduction as part of prevention strategies.

Addictive disorders, psychiatric symptoms, and potentially traumatic events in individuals with disabilities.

Background/Objectives: Individuals with disabilities (IWD) have a higher risk of potentially traumatic events (PTEs) either in childhood or adulthood, increasing the risk of suicide attempts, mental disorders, and substance use disorder. The aim of this study was to explore the association between substance use, psychiatric symptoms and suicidal behavior with PTEs. A Multisite cross-sectional study was conducted. Materials and methods: The sample includes 1,098 participants with any type of disability (motor, intellectual, visual, and mixed) located in Mexico City. Traumatic events, violence, discrimination, addictive disorders, and psychiatric disorders were examined. Multivariate logistic regression models were conducted. Data was collected between September-October 2014. Results: People with motor or visual disability have a higher prevalence in nicotine use disorder (NUD), generalize anxiety disorder (GAD), mayor depression disorder (MDD), want to be dead, and lifetime suicide attempts. Intellectual disability group only presents GAD and MDD. All disability groups have a high prevalence of PTEs. Verbal violence in childhood, sexual abuse, discrimination and serious accidents had a strong impact in the development of NUD, psychiatric symptoms and suicidal behavior. Conclusion: These findings show the relevance of develop specific tools for detection, referral and treatment, in order to improve the mental health of people with disabilities.

Developing an App to Screen for Dual Disorders: A Tool for Improving Treatment Services in Mexico.

Background: Previous studies in Mexico undertaken at residential facilities for treating substance use disorders (SUDs) reported that the prevalence of Dual Disorders (DDs) is over 65%. DDs pose a major challenge for the Mexican health system, particularly for community-based residential care facilities for SUDs, due to the shortage of certified professionals to diagnose and treat these patients. Moreover, the lack of standardized algorithms for screening for and evaluating DDs to refer patients to specialized services (whether private or public) hinders timely care, delaying the start of integrated treatment. The use of new technologies provides a strategic opportunity for the timely detection of DDs through the development of standardized digital applications for the timely detection of DDs. Objective: To develop an app to screen for DDs, which will contribute to referral to specialized services in keeping with the level of severity of psychiatric and addictive symptomatology, and be suitable for use by community-based residential care facilities for SUDs. Method: The research project was implemented in two stages. Stage 1 involved obtaining the psychometric properties of the Dual Diagnosis Screening Interview (DDSI). Stage 2 consisted of two steps to test the Beta version of the app and the quality of version 1.0. Results: The DDS obtained sensitivity and specificity scores above 85%. The app and its algorithm to screen for and refer DDs proved to be efficient and easy to apply with satisfactory community acceptance. Conclusion: The app promises to be a useful screening tool at residential addiction treatment centers.

Characterization of dual disorders in addiction treatment-seekers at mexican outpatient centers.

In Mexico, very few studies have been published on dual disorders (DD) at specialized treatment centers describing actual treatment needs and even fewer have been undertaken at addiction treatment centers in the public system. The objective of this study was therefore to analyze DD and other clinical characteristics in people seeking treatment at outpatient addiction centers in the public system.

Caracterización de la patología dual en personas que buscan tratamiento de adicciones en centros ambulatorios mexicanos / Characterization of dual disorders in addiction treatment-seekers at mexican outpatient centers

INTRODUCCIÓN: En México son pocos los estudios publicados sobre la patología dual (PD) en centros de tratamiento espe­cializados que describan las necesidades reales de tratamiento y menos aún que se hayan realizado en centros de tratamiento de adicciones del sistema público. Por esto, el objetivo de pre­sente estudio fue analizar la PD y otras características clínicas en personas que buscan tratamiento en centros ambulatorios de adicciones del sistema público. MÉTODO: Estudio transversal multisede. Se analizó una muestra de 148 pacientes de cen­tros de tratamiento. Se evaluaron trastornos psiquiátricos con la Mini Entrevista Neuropsiquiátrica Internacional, conductas sexuales de riesgo con la Escala de Comportamiento de Riesgo de VIH, consumo de drogas inyectables, y la calidad de vida con el Cuestionario de Calidad de Vida. Se realizaron análisis univariados mediante chi cuadrado para determinar diferen­cias estadísticas entre personas con y sin PD, así como regre­sión lineal para calidad de vida y regresión logística binomial para determinar el riesgo para presentar consumo de drogas inyectables, uso de condón y conducta suicida. RESULTADOS: La cocaína fue la droga de impacto con mayor prevalencia (33.8%). El grupo de personas con trastorno por consumo de alcohol + trastorno por consumo de drogas presentó mayor comorbilidad con el trastorno depresivo mayor (25.7%), tras­torno antisocial (27.7%), déficit de atención (11.5%) e intento suicida (17.6%). El grupo con PD presentó mayor consumo de drogas inyectables (OR= 1.67), no uso de condón con pareja primaria (OR= 3.66), más intentos de suicidio (OR= 4.2) y una menor calidad de vida en comparación con aquellos sin PD. CONCLUSIÓN: Caracterizar a los pacientes con PD, permite iden­tificar con precisión sus necesidades de tratamiento y desarro­llar programas de mejora continua para optimizar los recursos y mejorar el éxito de la atención

INTRODUCTION: In Mexico, very few studies have been published on dual disorders (DD) at specialized treatment centers describing actual treatment needs and even few­er have been undertaken at addiction treatment centers in the public system. The objective of this study was therefore to analyze DD and other clinical characteristics in people seeking treatment at outpatient addiction centers in the public system. Method. Cross-sectional multi-site study. A sample of 148 patients from treatment centers was analyzed. Psychi­atric disorders were evaluated with the Mini International Neuropsychiatric Interview, risky sexual behaviors with the HIV Risk Behavior Scale, injection drug use, and quality of life with the Quality of Life Questionnaire. Univariate chi-square analyses were performed to determine statistical dif­ferences between subjects with and without DD, while linear regression was used to calculate quality of life and binomial logistic regression to determine the risk of injection drug use, condom use, and suicidal behavior. RESULTS: Cocaine was the impact drug with the highest prevalence (33.8%). The group of subjects with alcohol use disorder + drug use disorder presented greater comorbidi­ty with major depressive disorder (25.7%), antisocial disor­der (27.7%), attention deficit (11.5%) and suicide attempt (17.6%). The group with DD presented higher injection drug use (OR = 1.67), non-use of condoms with a primary part­ner (OR = 3.66), more suicide attempts (OR = 4.2) and lower quality of life than those without DD. CONCLUSION: Characterizing patients with DD enables the accurate identification of their treatment needs and the development of continuous improvement programs to opti­mize resources and improve the success of care

Gambling Dual Disorder: A Dual Disorder and Clinical Neuroscience Perspective.

Several behaviors, including compulsive gambling, have been considered non-substance-related addictive disorders. Categorical mental disorders (e.g., DSM-5) are usually accompanied by very different symptomatic expressions (affective, behavioral, cognitive, substance abuse, personality traits). When these mental disorders occur with addictive disorders, either concomitantly or sequentially over the life span, this clinical condition is called a dual disorder. Gambling disorder (GD) has been associated with other categorical psychiatric diagnoses: attention deficit hyperactivity disorder, depression, bipolar disorder, social anxiety, schizophrenia, substance use disorder, antisocial personality disorder; and dimensional symptoms including higher impulsivity, poorer emotional wellbeing, cognitive distortion, psychosis, deficient self-regulation, suicide, poorer family environment, and greater mental distress. We are calling this clinical condition Gambling Dual Disorder. From a clinical perspective, it is clear that Gambling Dual Disorder is not the exception but rather the expectation, and this holds true not just for GD, but also for other mental disorders including other addictions. Mental disorders are viewed as biological disorders that involve brain circuits that implicate specific domains of cognition, emotion, and behavior. This narrative review presents the state of the art with respect to GD in order to address current matters from a dual disorder, precision psychiatry, and clinical neuroscience perspective, rather than the more subjective approach of symptomatology and clinical presentation. This review also presents Gambling Dual Disorder as a brain and neurodevelopmental disorder, including from the perspectives of evolutionary psychiatry, genetics, impulsivity as an endophenotype, the self-medication hypothesis, and sexual biological differences. The wide vision of the disease advances a paradigm shift, highlighting how GD and dual disorders should be conceptualized, diagnosed, and treated. Rethinking GD as part of a dual disorder is crucial for its appropriate conceptualization from the perspective of clinical neuroscience and precision psychiatry.

Individual Contribution of Youth Antisocial Symptoms to Suicide Behavior in Adults with Substance Use Disorders.

This study assesses the individual contribution of youth symptoms of antisocial personality disorder (before the age of 15) in past-month suicidal behavior in adults with substance use disorders. Youth antisocial symptoms and suicidal behavior were assessed using the Mini International Neuropsychiatric Interview. Indicators of youth antisocial symptoms were significantly associated with suicide outcomes; lack of remorse (OR = 2.68 CI 95% 1.37, 5.25), and sexual assault with planning, and destruction of property to attempt (OR = 4.22 CI 95% 1.29, 15.08). Our results suggest that specific antisocial indicators during adolescence could be associated with suicide in adulthood, even after controlling for major depressive disorder. Further implications for the research of antisocial symptoms and suicide behavior from a developmental perspective are discussed.

Psychometric Properties of the Self-efficacy Scale for a Healthy Diet in Individuals with Obesity / Propiedades psicométricas de la Escala de Autoeficacia para una Alimentación Saludable en Individuos con Obesidad

Abstract Background Self-efficacy refers to an individual's belief in his or her capacity to execute certain behaviors and determines changes in the lifestyle of persons with chronic diseases such as obesity. There is currently no instrument with optimal psychometric properties measuring self-efficacy for a healthy diet. HAPA is a theoretical framework that can describe, explain, and predict health behavior changes and its relationship with self-efficacy, and it that is useful for the development of interventions, particularly in the area of healthy diets. Objective The purpose of this study was to develop an instrument to measure self-efficacy for a healthy diet in Mexican population with obesity and the evaluation of the psychometric properties of the Self-Efficacy Scale for a Healthy Diet (SSHD). Method The sample included 202 participants receiving care in public obesity clinics. The SSHD applied is a Likert-type scale developed from the Health Action Process Approach containing 45 items. Omega coefficient and Confirmatory Factor Analyses were estimated to evaluate the psychometric properties. Results The scale has good measures of goodness of fit χ2 = 66.49; p < .001; χ2 SB/gl = 41; CFIS = .955; NFI = .893; RMSEAS = .056 (95% CI [.029, .079]) and total scale reliability of ω = .896 (CI 95% [.876, .915]). Discussion and conclusion The SSHD is a reliable, valid instrument for measuring the three types of self-efficacies proposed in HAPA in people with obesity who require changes to adhere to a healthier diet.

Resumen Antecedentes La autoeficacia es la creencia en las capacidades percibidas para realizar cualquier comportamiento; determina cambios en el estilo de vida de personas con enfermedades crónicas como la obesidad. Actualmente no existe un instrumento con propiedades psicométricas adecuadas que mida la autoeficacia para seguir una dieta saludable. El Modelo Procesual de Acciones en Salud (HAPA, por sus siglas en inglés) es un modelo teórico que describe, explica y predice cambios en la conducta y su relación con la autoeficacia, especialmente en el área de la alimentación saludable. Objetivo Desarrollar un instrumento que mida la autoeficacia para una alimentación saludable en población mexicana con obesidad. Con ello se obtuvieron las propiedades psicométricas de la Escala de Autoeficacia para una Alimentación Saludable (EAAS). Método La muestra incluyó 202 personas adultas con obesidad que se encontraban en tratamiento para reducir su peso corporal. Se aplicó la EAAS; ésta es una Escala tipo Likert desarrollada con base en el Modelo Procesual de Acciones en Salud (HAPA, por sus siglas en inglés) y consta de 45 reactivos. Se obtuvo la validez de constructo, se estimaron coeficiente omega y análisis factorial confirmatorio para obtener las propiedades psicométricas. Resultados La escala tiene buenas medidas de bondad de ajuste χ2 = 66.49; p < .001; χ2 S-B/gl = 41; CFIS = .955; NFI = .893; RMSEAS = .056 (IC 95% [.029, .079]) y de confiabilidad de la escala total ω = .896 (IC 95% [.876, .915]). Discusión y conclusión La EAAS es un instrumento válido y confiable para medir los tres tipos de autoeficacia que propone el modelo HAPA en personas con obesidad que requieren cambios en la conducta alimentaria.

Testing whether cognitive reserve as measured by self-rating of stimulating activities moderates the association of polysubstance use and neurocognitive disorder.

Introduction: The objectives were to identify a latent factor of cognitive reserve (CR) assessed by self-rating of cognitively stimulating activities, to analyze the association between this factor and educational attainment, and to test whether CR moderates the association between polysubstance use and neurocognitive disorder (NCD). Methods: Cross-sectional data of 753 participants was collected in Mexico City. A questionnaire for self-rating of stimulating activities (work/education, leisure, physical, social, usual- and current environments) was designed. Confirmatory factor analysis was performed to test unifactoriality. This CR factor was then used within a structural equation model of moderation between recent- and years of substance use and indicators of NCD (Montreal Cognitive Assessment and an interview for subjective cognitive deficits). Results: We found acceptable goodness-of-fit values for the unifactorial model, but no association of this factor with educational attainment, nor with recent- and years of substance use (suggesting independence of CR and severity of neuropathology). We did not find a moderation effect of CR between substance use and indicators of NCD; CR was negatively associated with subjective cognitive deficits only. Conclusions: Moderation effect of self-rated CR should be further tested using direct measures of substance-induced neuropathology. Measurement of self-rated CR may complement self-reported cognitive examination.

Development of an evidence-based model of rapid testing, counseling and referral patients with HIV, HVC and other STDs in Mexican addiction treatment centers / Desarrollo de un modelo basado en evidencia de pruebas rápidas, orientación y derivación de pacientes con VIH, VHC y otras ITS en centros mexicanos de tratamiento de adicciones

Abstract Introduction Efforts to identify new cases of HIV, HVC and other STIs, through the application of quick tests, focus on people who inject drugs, without taking into account the fact that the use of alcohol and other drugs of abuse inhibits decision making, increasing the transmission of STIs through risky sexual practices. Accordingly, it is necessary to have detection algorithms that consider people who use multiple drugs to improve the identification of new cases and their subsequent linkage with health services. Objective This paper describes the development process of the OPB-APR model for the detection, counseling and referral of people with HIV and other STIs at addiction treatment centers. Method The procedure is divided into three phases: 1. A literature review to identify the basic concepts of HIV and other STIs, substance use, risky sexual behaviors, quick tests, and specialized psychological counseling; 2. A feasibility study in which a health professional is trained to implement the OPB-APR model; 3. Drafting of the final version. Results The final version of the OPB-APR model was obtained, which describes standardized procedures for detection, counseling and referral to health services. Discussion and conclusions The OPB-APR model aims to strengthen the public health system by increasing the coverage of services for the detection of HIV, HCV and other STIs. The above through the implementation of standardized procedures among specialized and non-specialized health professionals of addiction care centers.

Resumen Introducción Los esfuerzos para la identificación de nuevos casos de VIH, VHC y otras ITS, mediante la aplicación de pruebas rápidas, se centra en personas que se inyectan drogas, sin considerar que el consumo de alcohol y otras drogas de abuso inhiben la toma de decisiones incrementando el riesgo de contagio de ITS durante prácticas sexuales de riesgo. Por este motivo, es necesario contar con algoritmos de detección que consideren a personas con múltiples consumos para incrementar la identificación de nuevos casos y su posterior vinculación a servicios de salud. Objetivo Describir el proceso de desarrollo del modelo OPB-APR para la detección, orientación y referencia de personas con VIH y otras ITS en centros de tratamiento de adicciones. Método El procedimiento se dividió en tres fases: 1. Revisión de literatura para identificar conceptos básicos sobre el VIH y otras ITS, consumo de sustancias, conductas sexuales de riesgo, pruebas rápidas, y orientación psicológica especializada; 2. Estudio de factibilidad en el que se entrenó a profesionales de la saludpara implementar el modelo OPB-APR; 3. Integración de la versión final. Resultados Se obtuvo la versión final del modelo OPB-APR el cual describe procedimientos estandarizados para la detección, orientación y referencia a servicios de salud. Discusión y conclusión El modelo OPB-APR pretende fortalecer al sistema público de salud al incrementar la cobertura de servicios para la detección del VIH, VHC y otras ITS. Lo anterior mediante la implementación de procedimientos estandarizados entre los profesionales de la salud especializados y no especializados de centros para la atención de adicciones.

Multidimensional Patterns of Sexual Risk Behavior and Psychiatric Disorders in Men with Substance Use Disorders.

Previous evidence links substance use disorders (SUD) to STI/HIV risk and suggests that comorbid psychiatric disorders increase the probability to engage in sexual risk behaviors. This study had two aims: (1) to identify subgroups based on sexual risk behavior using a person-centered approach in a sample of substance users and (2) to measure the association of psychiatric and SUD with subgroup membership. We assessed 402 male adults with SUD, reporting sexual intercourse in the previous 12 months using the HIV-Risk Behavior Scale and the Mini International Neuropsychiatric Interview. Latent class analysis was performed to determine multidimensional patterns of sexual risk behaviors and multinomial logistic regression was utilized to associate classes with disorders. The three-class model showed the best fit, and the classes were labeled: Relationship-Based (31.34% of the sample), Condom-Based (39.55%), and Multiple Risks (29.10%). Controlling for age and marital status, major depressive disorders, antisocial personality disorder, and any psychiatric disorder were associated with the Multiple Risks class. Results stress the importance of developing a personalized assessment and counseling for sexual risk behaviors in individuals with SUD, particularly when they endorse criteria for comorbid psychiatric disorders. Future studies should focus on evaluating differential response to preventive interventions.

Neuropsychiatric characterization of individuals with inhalant use disorder and polysubstance use according to latent profiles of executive functioning.

BACKGROUND: Inhalant use disorder (IUD) is associated with deficits in executive functions (EFs). We described latent profiles of EFs and distribution of neuropsychiatric disorders and patterns of severity of use across these profiles. METHODS: Individuals with IUD were recruited at community-based residential facilities for substance use treatment in Mexico City. Latent profile analysis was conducted with the following tasks: self-ordered pointing, Stroop, Iowa gambling, Wisconsin Card Sorting and Tower of Hanoi. RESULTS: Three latent profiles were extracted from n = 165: lowest performances of inhibition of response and processing speed; lowest performance of self-monitoring, intermediate performance of inhibition of response and relatively spared processing speed; and intermediate performance of processing speed and self-monitoring, and relatively spared inhibition of response. CONCLUSION: Between-group differences were observed mainly for antisocial personality disorder and lifetime suicidal. Findings remark the need for identifying distinct profiles of EFs within these populations to better understand the transdiagnostic heterogeneity of EFs.

Development and evaluation of addiction treatment programs in Latin America.

PURPOSE OF REVIEW: The aim of this article is to present a state-of-the-art review of the scientific studies that have evaluated healthcare systems, services and programs for addiction treatment in Latin America. As a secondary aim, this article presents a brief description and analysis of the addiction prevention and treatment resources and programs available in Latin America, based on information from the ATLAS on Substance Use (ATLAS-SU) project led by the WHO. RECENT FINDINGS: Substance use disorders (SUDs) are among the main causes associated with global burden of disease. Around the world, many initiatives have been proposed to promote policies to reduce substance use and reduce the impact of SUD, including integrating treatments into healthcare systems, increasing access to treatment programs and impacting outcome measures. In Latin America, multiple efforts have been implemented to improve addiction services and programs, although little is known about the impact they have generated. SUMMARY: International studies report the availability of strategies and public inicitatives on prevention and treatment of addiction in Latin America. These studies also report established networks of public and private services that include prevention and detoxification programs, outpatient and residential treatment, and also social reintegration initiatives. However, despite these advances, information on the evaluation of the progress, results and impact of these programs is limited.

Consumo de sustancias en adolescentes: consideraciones para la práctica médica / Substance use in adolescents: Considerations for medical practice

Resumen El consumo de sustancias entre jóvenes y adolescentes representa un importante problema de salud que se relaciona con lesiones y accidentes graves, discapacidad, trastornos por consumo de sustancias y otros trastornos psiquiátricos, ideación y conducta suicida, conductas sexuales de riesgo, entre otros. Se trata de un problema de salud pública que se ha incrementado de manera considerable en los últimos años. El objetivo de este artículo es revisar los aspectos generales del consumo de sustancias de abuso en adolescentes, como: epidemiología, factores de riesgo, tamizaje, evaluación, diagnóstico, algunas consideraciones para la referencia y tratamiento en un hospital general. Como resultado, se identificó que existen múltiples factores de riesgo del inicio del consumo de sustancias, así como de la aparición de un trastorno por consumo de sustancias. Entre éstos destacan factores individuales, familiares y medioambientales. Asimismo, se identificaron estrategias para la detección temprana, orientación y referencia a tratamiento integral, conocidos como SBIRT (de sus siglas en inglés de Screnning, Brief Intervention, Reference to Treatment). Por último se concluye que la implementación de programas SBIRT en un hospital general es eficaz para mejorar el vínculo entre los servicios del hospital y los programas especializados para tratamiento de los trastornos por consumo de sustancias.

Abstract Substance abuse among young adults and teenagers represents a considerable health issue, as substance use can be associated to serious injuries, accidents, disabilities, substance use and other psychiatric disorders, suicidal ideation and suicidal behavior, sexual risk practices, among others. In the last years, this health problem has been increasing significantly. The objective of this article is to present a review of general aspects of substance abuse in adolescents, such as: epidemiology, risk factors, screening, evaluation, diagnosis, some considerations for referral and general hospital treatment. As a result, it was found that several risk factors have been identified, such as individual, family and environmental factors. Also, strategies for early detection, counsel and reference to integrated treatment known as SBIRT (Screnning, Brief Intervention, Reference to Treatment) were identified. Finally, it is concluded that the implementation of SBIRT programs in general hospital are effective to improve the link between general hospital services to specialized programs for the treatment of substance use disorders.

Latent Impulsivity Subtypes in Substance Use Disorders and Interactions with Internalizing and Externalizing Co-Occurring Disorders.

This study explored the clinical importance of latent impulsivity subtypes within a sample of individuals with substance use disorders (SUDs) and high rates of co-occurring disorders (CODs) receiving residential treatment, aiming to assess the heterogeneity of the associations between SUDs and CODs across such impulsivity subtypes. The abbreviated Barratt impulsiveness scale was used to assess motor and cognitive (attentional and nonplanning) impulsivity, a structured interview for diagnosis of SUD and CODs, and other clinimetric measures for severity of substance use. Latent class analysis was conducted to extract subgroups of impulsivity subtypes and Poisson regression to analyze effects of interactions of classes by CODs on severity of substance use. 568 participants were evaluated. Results featured a four-class model as the best-fitted solution: overall high impulsivity (OHI); overall low impulsivity; high cognitive-low motor impulsivity; and moderate cognitive-low motor impulsivity (MC-LMI). OHI and MC-LMI concentrated on most of the individuals with CODs, and individuals within OHI and MC-LMI showed more severity of substance use. The expression of this severity relative to the impulsivity subtypes was modified by their interaction with internalizing and externalizing CODs in very heterogeneous ways. Our findings suggest that knowing either the presence of trait-based subtypes or CODs in individuals with SUDs is not enough to characterize clinical outcomes, and that the analysis of interactions between psychiatric categories and behavioral traits is necessary to better understand the expressions of psychiatric disorders.

Latent class profile of psychiatric symptoms and treatment utilization in a sample of patients with co-occurring disorders

Objective: To identify symptom-based subgroups within a sample of patients with co-occurring disorders (CODs) and to analyze intersubgroup differences in mental health services utilization. Methods: Two hundred and fifteen patients with COD from an addiction clinic completed the Symptom Checklist 90-Revised. Subgroups were determined using latent class profile analysis. Services utilization data were collected from electronic records during a 3-year span. Results: The five-class model obtained the best fit (Bayesian information criteria [BIC] = 3,546.95; adjusted BIC = 3,363.14; bootstrapped likelihood ratio test p < 0.0001). Differences between classes were quantitative, and groups were labeled according to severity: mild (26%), mild-moderate (28.8%), moderate (18.6%), moderate-severe (17.2%), and severe (9.3%). A significant time by class interaction was obtained (chi-square [χ2[15]] = 30.05, p = 0.012); mild (χ2[1] = 243.90, p < 0.05), mild-moderate (χ2[1] = 198.03, p < 0.05), and moderate (χ2[1] = 526.77, p < 0.05) classes displayed significantly higher treatment utilization. Conclusion: The classes with more symptom severity (moderate-severe and severe) displayed lower utilization of services across time when compared to participants belonging to less severe groups. However, as pairwise differences in treatment utilization between classes were not significant between every subgroup, future studies should determine whether subgroup membership predicts other treatment outcomes.