Management of depression in patients with coronary artery disease: A systematic review.

Depression is an independent risk factor for coronary artery disease (CAD). Both illnesses contribute significantly to the global burden of disease. This systematic literature review examines treatment interventions for CAD patients with comorbid depression. We systematically reviewed The Cochrane Library, MEDLINE, EMBASE, PsycINFO, PUBMED, CINAHL and the ISRCTN Registry for English language randomised control trials investigating treatment interventions for depression in adults with CAD and comorbid depression. Data extracted included author name(s), year published, number of participants, enrolment criteria, depression definition/measures (standardised interviews, rating scales), description of control arms and interventions (psychotherapy and/or medications), randomisation, blinding, follow-up duration, follow-up loss, depression scores and medical outcome. The database search revealed 4464 articles. The review yielded 19 trials. Antidepressant and/or psychotherapy did not significantly influence CAD outcomes in the overall population. There was no difference between antidepressant use and aerobic exercises. Psychological interventions and pharmacological interventions provide small effect on depression outcomes in CAD patients. Patient autonomy in choice of treatment is associated with greater depression treatment satisfaction, but the majority of studies are underpowered. More research is required to explore the role of neurostimulation treatment, complementary and alternative treatments.

Two-dimensional correlated spectroscopy records reduced neurotransmission in blast-exposed artillery soldiers after live fire training.

There is a requirement for an objective method to determine a safe level of low-level military occupational blast, having recognised it can lead to neurological damage. The purpose of the current study was to evaluate the effect of artillery firing training on the neurochemistry of frontline soldiers using two-dimensional (2D) COrrelated SpectroscopY (2D COSY) in a 3-T clinical MR scanner. Ten men considered to be of sound health were evaluated before and after a week-long live firing exercise in two ways. Prior to the live fire exercise, all participants were screened by a clinical psychologist using a combination of clinical interviews and psychometric tests, and were then scanned with 3-T MRI. The protocols included T1- and T2-weighted images for diagnostic reporting and anatomical localisation and 2D COSY to record any neurochemical effects from the firing. No changes to the structural MRI were recorded. Nine substantive and statistically significant changes in the neurochemistry were recorded as a consequence of firing training. Glutamine and glutamate, glutathione, and two of the seven fucose-α (1-2)-glycans were significantly increased. N-acetyl aspartate, myo-inositol + creatine, and glycerol were also increased. Significant decreases were recorded for the glutathione cysteine moiety and tentatively assigned glycan with a 1-6 linkage (F2: 4.00, F1: 1.31 ppm). These molecules are part of three neurochemical pathways at the terminus of the neurons providing evidence of early markers of disruption to neurotransmission. Using this technology, the extent of deregulation can now be monitored for each frontline defender on a personalised basis. The capacity to monitor early a disruption in neurotransmitters, using the 2D COSY protocol, can observe the effect of firing and may be used to prevent or limit these events.

Opportunistic Mental Health Screening: Is there a Role Following a Disaster? Lessons from the 2010-2011 Queensland (Australia) Floods and Cyclones.

BACKGROUND: Following the 2010-2011 floods and cyclones that affected 78% of Queensland, Australia, a State-wide mental health response was established. The response plan included a 24-hour access line. This study examines the effectiveness of the mental health screening program conducted via the State-wide health call center (13HEALTH) in 2012. METHODS: Callers to the 13HEALTH line were screened to assess the impact of the disaster. The 13HEALTH clinicians administered the Primary Care-Posttraumatic Stress Disorder Scale (PC-PTSD) screening measure. Those scoring more than two on the PC-PTSD Scale were provided information on the emotional impact of disasters and a referral to the post-disaster specialist mental health program (SMHP). For calls related to those under 18, a single-item question assessed behavioral or emotional changes since the natural disasters. Those with identified changes were offered a referral to a post-disaster SMHP.The study evaluates the relationship between disaster exposure and the likelihood of 13HEALTH callers experiencing physical health concerns and unacknowledged mental health symptoms. The program's cost for the 12 months of 2012 was assessed using data from the financial contract. RESULTS: In 2012, there were 205,064 calls to 13HEALTH: 19,708 identified as residing in a flood or cyclone-affected area, 7,315 adults indicated they were personally affected, and 907 scored more than two on the PC-PTSD Scale. Only 700 agreed to a referral to the SMHP. There were 290 children under 18 assessed as at risk; 207 accepted a referral to a SMHP.Regions that experienced a greater impact from the floods and cyclones were 1.3-2.3 times more likely to report being personally affected by the floods and cyclones. Similarly, these regions had more callers scoring more than two on the PC-PTSD Scale. The total cost of the 13HEALTH program for 2012 was $53,284 (AU) across all age groups. CONCLUSION: The 13HEALTH general health post-disaster screening program demonstrates opportunistic screening may assist identification of those with unmet mental health needs. The data indicate an increased likelihood of personal exposure in the more affected regions with an increased risk of unrecognized psychological symptoms as assessed by the PC-PTSD Scale. However, more than 20% declined referral to a SMHP.

Changes in alcohol-related perceptions and behaviour among Vietnamese early career doctors after graduation.

BACKGROUND: Vietnamese medical students believe becoming "strong" drinkers is important for their future career working as doctor. However, it is unclear if this is a temporary behaviour associated with life as a student, or a phenomenon associated with the transition to working as a medical practitioner. OBJECTIVE: This study explored changes in alcohol-related perceptions and behaviour among Vietnamese early career doctors working after graduation. METHODS: In-depth interviews were conducted with 15 Vietnamese early career doctors in Hanoi city. Thematic analysis was used to analyse the qualitative data. RESULTS: Vietnamese early career doctors perceived binge drinking as common among doctors, especially male doctors, surgeons, and preventive medicine doctors. This perception was different from when they were medical students because, at that time, they believed doctors would not drink alcohol at hazardous levels. Additionally, Vietnamese early career doctors' drinking behaviour changed in the frequency and quantity of alcohol consumption after graduation due to peer pressure, job stress, working collaborations, and working environment. CONCLUSIONS: Vietnamese early career doctors changed their alcohol-related perceptions and behaviour after graduation. Gender, mental health (stress), factors related to the working environment, and the role of professional relationships should be considered in strategies to reduce risky alcohol consumption among Vietnamese early career doctors.

Development of the motivational thought frequency scale for alcohol abstinence (MTF-A).

BACKGROUND AND AIMS: For most treatment-seeking patients with severe Alcohol Use Disorder (AUD), abstinence is the clinically indicated goal. Existing AUD motivation scales are non-specific about treatment consumption goals, which limit their effectiveness. Desires and mental imagery are relevant in the motivation for AUD treatment engagement. The Motivational Thought Frequency Scale for an abstinence goal (MTF-A) was adapted from the MTF for controlled drinking (MTF-CD). This study psychometrically evaluated the MTF-A in an alcohol-dependent sample engaged in treatment with a goal of abstinence. To enhance the clinical utility of the scale, a secondary aim was to evaluate a psychometrically equivalent short version of the MTF-A. METHOD: A sample N of 329 treatment-seeking patients with AUD (mean age of 44.44 years, SD = 11.89 years, 72% male) who were undertaking a cognitive behavioral treatment (CBT) program for abstinence completed the Motivational Thought Frequency Scale for Abstinence (MTF-A) and the Severity of Alcohol Dependence Questionnaire (SADQ). The MTF-A measured motivation for abstinence through four factors: intensity, self-efficacy imagery, incentives imagery, and availability. Confirmatory factor analyses (CFAs) were conducted to examine factor structure and model fit. Cronbach's alpha assessed internal consistency. Predictive validity was determined by logistic regression predicting first-session treatment non-attendance and alcohol consumption between baseline assessment and commencement of treatment, controlling for potential confounds. RESULTS: A four-factor structure provided the best fit for the MTF-A, compared with one- and three-factor models. A shortened 9-item MTF-A scale (S-MTF-A) provided better fit than the 13-item MTF-A scale. Both MTF-A and S-MTF-A displayed good internal consistency. Although both MTF-A and S-MTF-A successfully predicted first-session treatment non-attendance, neither predicted alcohol consumption between the baseline assessment and commencement of treatment. CONCLUSIONS: The model fit of the four-factor, 9-item S-MTF-A was superior to the original 13-item MTF-A. Both scales were predictive of participation of AUD treatment. Desires and mental imagery play an important role in AUD treatment motivation.

Mental Health Response to Disasters: Is There a Role for a Primary Care-Based Clinician?

INTRODUCTION: Following natural disasters, rural general practitioners (GPs) are expected to undertake several roles, including identifying those experiencing psychological distress and providing evidence-informed mental health care. This paper reports on a collaborative mental health program developed to support a rural GP practice (population <1,500) and a disaster response service. METHODS: The program provided specialized disaster mental health care via the placement of a clinician in the GP facility. In collaboration with the GP practice, the program offered opportunistic screening using the Primary Care Posttraumatic Stress Disorder (PTSD) Scale (PC-PTSD) for probable PTSD as the primary measure and the Kessler 6 (K6) as a secondary measure. Those scoring higher than two on the PC-PTSD scale were referred to the mental health clinician (MHC) for further assessment and treatment. RESULTS: Sixty screening assessments were completed. Fourteen patients (male = 3; female = 11) scored higher than two on the PC-PTSD. The referred group PC-PTSD mean score was 3.14 and K6 mean score of 19. Those not referred had a PC-PTSD mean score = 0.72 and K6 mean score = 7.30. The treatment and non-treatment groups differed significantly (PC-PTSD: P <.00001 and K6: P <.00001). A prior history of trauma exposure was notable in the intervention group. Eight reported a history of domestic violence, seven histories of sexual abuse, five childhood sexual abuse, and eight intimate partner violence (IPV). CONCLUSION: A post-disaster integrated GP and mental health program in a rural community can assist in identifying individuals experiencing post-disaster psychological distress using opportunistic psychological screening. The findings indicate that collaborative mental health programs may effectively support rural communities post-disaster.

Relationship between alcohol craving dimensions and features of comorbid mental health in an alcohol dependent sample.

BACKGROUND AND AIMS: Negative affect and alcohol craving are common features of Alcohol Use Disorder (AUD). Both independently contribute to AUD severity and poorer treatment outcomes, but their relationship is poorly understood. Multidimensional alcohol craving measures now allow for examination of key dimensions of craving. This study explored the relationship between depression, anxiety, stress, and the alcohol craving dimensions of intensity, imagery and intrusiveness. METHOD: Five-hundred and twenty-five treatment seeking AUD patients (mean age of 39.79 years, SD = 11.57 years, 67% male) completed the Depression Anxiety Stress Scales (DASS), Alcohol Use Disorder Identification Test-Consumption items (AUDIT-C), and Alcohol Craving Experience (ACE-F) questionnaire, which measured the frequency of craving intensity, imagery and intrusiveness. Regression models predicted main effects of predictors and moderation by alcohol consumption. RESULTS: Higher levels of stress were independently associated with increased craving intensity, imagery and intrusiveness. Significant positive associations were also found between anxiety and craving imagery. The association between depression and craving was not significant after controlling for other predictors. CONCLUSIONS: AUD patients experienced higher cravings when stressed and greater imagery when anxious. These results support the need to consider the relationships between stress and craving when managing alcohol dependence.

Development and validation of the Stimulant Refusal Self-Efficacy Questionnaire (SRSEQ) in stimulant users in treatment.

BACKGROUND: Self-efficacy is a core component of Social Cognitive Theory. Refusal self-efficacy is an individual's belief in their ability to refuse a substance in specific high-risk situations. Change in refusal self-efficacy is predictive of positive treatment outcomes. Measurement of refusal self-efficacy is critical as it directs coping skills development techniques though existing behavioural treatments. There is no validated measure of stimulant refusal self-efficacy. This study developed and validated the Stimulant Refusal Self-Efficacy Questionnaire (SRSEQ) to measure confidence in the ability to refuse stimulants in specific high-risk situations. METHOD: Two hundred and seven stimulant-using patients referred for assessment completed the SRSEQ and measures including stimulant dependence severity (Severity of Dependence Scale-Stimulant, SDS-S). Confirmatory Factor Analysis (CFA) using structural equation modelling (SEM) was conducted to test the theoretically-driven three-factor structure of the SRSEQ. Criterion validity was tested with severity of stimulant dependence. RESULTS: The CFA supported the three-factor structure. Emotional Relief (ß = -0.27, p = .008), Opportunistic (ß = -0.24, p = .013) and Social Facilitation (ß = -0.32, p < .001) refusal self-efficacy were uniquely associated with stimulant dependence severity, explaining 55.1% variance. CONCLUSIONS: The SRSEQ is psychometrically sound and may be clinically useful to assist with assessment and treatment planning for stimulant use disorder.

Investigation of C-reactive protein and AIM2 methylation as a marker for PTSD in Australian Vietnam veterans.

Chronic inflammation is a key factor in symptomology and comorbidities of post-traumatic stress disorder (PTSD). Levels of a proinflammatory marker, C-reactive protein (CRP) are increased in individuals with PTSD but it is not clear if this is due to trauma exposure or PTSD. Our study aimed to assess the relationship between serum CRP levels, CRP SNPs, methylation, mRNA expression and PTSD in a homogenous trauma exposed Australian Vietnam veteran cohort. We hypothesized that decreased DNA methylation would be associated with increased gene expression and increased peripheral CRP levels in PTSD patients and that this would be independent of trauma. Participants were 299 Vietnam veterans who had all been exposed to trauma and approximately half were diagnosed with PTSD. We observed higher levels of serum CRP in the PTSD group compared to the non-PTSD group but after controlling for BMI and triglycerides the association did not remain significant. No association was found between CRP SNPs and PTSD or CRP levels. Absent in Melanoma 2 (AIM2) which is a mediator of inflammatory response and a determinant of CRP levels was analysed for DNA methylation and mRNA expression. We observed a trend level association between PTSD and AIM2 methylation after controlling for age, smoking, triglycerides, BMI and cell types. There was no significant interaction between PTSD and CRP levels on AIM2 methylation after controlling for covariates. We observed that as AIM2 methylation levels decreased, AIM2 mRNA expression increased. Elevated CRP levels were associated with AIM2 mRNA in the trauma exposed cohort but there was no significant interaction effect with PTSD. Our results could not confirm that CRP is a marker of PTSD independent of trauma in this group of older veterans. CRP may be a broad marker of disease risk, or a marker of PTSD in younger cohorts than those in this study.

Examining Individual and Synergistic Contributions of PTSD and Genetics to Blood Pressure: A Trans-Ethnic Meta-Analysis.

Growing research suggests that posttraumatic stress disorder (PTSD) may be a risk factor for poor cardiovascular health, and yet our understanding of who might be at greatest risk of adverse cardiovascular outcomes after trauma is limited. In this study, we conducted the first examination of the individual and synergistic contributions of PTSD symptoms and blood pressure genetics to continuous blood pressure levels. We harnessed the power of the Psychiatric Genomics Consortium-PTSD Physical Health Working Group and investigated these associations across 11 studies of 72,224 trauma-exposed individuals of European (n = 70,870) and African (n = 1,354) ancestry. Genetic contributions to blood pressure were modeled via polygenic scores (PGS) for systolic blood pressure (SBP) and diastolic blood pressure (DBP) that were derived from a prior trans-ethnic blood pressure genome-wide association study (GWAS). Results of trans-ethnic meta-analyses revealed significant main effects of the PGS on blood pressure levels [SBP: ß = 2.83, standard error (SE) = 0.06, p < 1E-20; DBP: ß = 1.32, SE = 0.04, p < 1E-20]. Significant main effects of PTSD symptoms were also detected for SBP and DBP in trans-ethnic meta-analyses, though there was significant heterogeneity in these results. When including data from the largest contributing study - United Kingdom Biobank - PTSD symptoms were negatively associated with SBP levels (ß = -1.46, SE = 0.44, p = 9.8E-4) and positively associated with DBP levels (ß = 0.70, SE = 0.26, p = 8.1E-3). However, when excluding the United Kingdom Biobank cohort in trans-ethnic meta-analyses, there was a nominally significant positive association between PTSD symptoms and SBP levels (ß = 2.81, SE = 1.13, p = 0.01); no significant association was observed for DBP (ß = 0.43, SE = 0.78, p = 0.58). Blood pressure PGS did not significantly moderate the associations between PTSD symptoms and blood pressure levels in meta-analyses. Additional research is needed to better understand the extent to which PTSD is associated with high blood pressure and how genetic as well as contextual factors may play a role in influencing cardiovascular risk.

Precision Mental Health Care for Cannabis Use Disorder: Utility of a bioSocial Cognitive Theory to Inform Treatment.

Globally, cannabis is the most frequently used controlled substance after alcohol and tobacco. Rates of cannabis use are steadily increasing in many countries and there is emerging evidence that there is likely to be greater risk due to increased concentrations of delta-9-tetrahydrocannabinol (THC). Cannabis use and Cannabis Use Disorder (CUD) has been linked to a wide range of adverse health outcomes. Several biological, psychological, and social risk factors are potential targets for effective evidence-based treatments for CUD. There are no effective medications for CUD and psychological interventions are the main form of treatment. Psychological treatments based on Social Cognitive Theory (SCT) emphasize the importance of targeting 2 keys psychological mechanisms: drug outcome expectancies and low drug refusal self-efficacy. This mini-review summarizes the evidence on the role of these mechanisms in the initiation, maintenance, and cessation of cannabis use. It also reviews recent evidence showing how these psychological mechanisms are affected by social and biologically-based risk factors. A new bioSocial Cognitive Theory (bSCT) is outlined that integrates these findings and implications for psychological cannabis interventions are discussed. Preliminary evidence supports the application of bSCT to improve intervention outcomes through better targeted treatment.

Telephone-based motivational interviewing enhanced with individualised personality-specific coping skills training for young people with alcohol-related injuries and illnesses accessing emergency or rest/recovery services: a randomized controlled trial (QuikFix).

BACKGROUND AND AIMS: Recent meta-analyses of motivational interviewing (MI) for reducing risky alcohol use in young people have reported modest effects. Few studies have targeted individual patient factors to increase MI effectiveness. This study determined if MI enhanced with individualised personality-specific coping skills training (QuikFix) was more efficacious than standard MI or an assessment feedback/information (AF/I) control among young people with alcohol-related injuries or illnesses. DESIGN AND SETTING: Single-centre, single-blind, three-group superiority randomized controlled trial with 1-, 3-, 6- and 12-months follow-ups. Telephone intervention, Brisbane, Australia. PARTICIPANTS: A total of 398 young people (16-25 years; M age = 20.30 years, SD = 2.12; 54% female) with alcohol-related injuries and/or illnesses were recruited from an emergency department (ED) or rest/recovery service (RRS). MEASURES: The primary outcome was total standard (10 g ethanol) drinks in the past month (Timeline Follow back [TLFB]) at 12 months (primary time point). Secondary outcomes were total drinking days and standard drinks per drinking day (TLFB) in the past month and the frequency of alcohol-related problems in the past 3 months (Rutgers Alcohol Problem Index). INTERVENTIONS: Young people were randomized to two sessions of QuikFix enhanced with individualised personality-specific coping skills training (n = 132), two sessions of MI (n = 136) or one session of AF/I (n = 130), all delivered by telehealth. FINDINGS: QuikFix resulted in greater reductions (all P < 0.0017) in the primary outcome of total standard drinks (M = 19.50, CI 99.75% = [11.31, 27.68]) than both MI (M = 32.61, CI 99.75% = [24.82, 40.40]; Cohen's D = 0.40) and AF/I (M = 34.12, CI 99.75% = [26.59, 41.65]; D = 0.45) at 12 months (retention n = 324/398, 81%). QuikFix had greater reductions on drinking days (M = 3.16, CI 99.75% = [2.37, 3.96]) than both MI (M = 4.53, CI 99.75% = [3.57, 5.48];D = 0.38) and AF/I (M = 4.69, CI 99.75% = [3.73, 5.65];D = 0.42) and fewer drinks per drinking day (M = 5.02, CI 99.75% = [3.71, 6.33]) than AF/I (M = 7.15, CI 99.75% = [5.93, 8.38;D = 0.47) at 12 months. CONCLUSIONS: Young people with alcohol-related injuries and/or illnesses who attended ED and rest/recovery services and received an individualised personality-specific coping skills training intervention (QuikFix) had greater reductions in the amount of alcohol consumed at 12 months compared with those who received motivational interviewing or an assessment feedback/information intervention.

Direction of the relationship between methamphetamine use and positive psychotic symptoms in regular methamphetamine users: evidence from a prospective cohort study.

BACKGROUND: Methamphetamine has been consistently associated with positive psychotic symptoms, but little is known about whether the reverse also occurs. AIMS: This study determined whether the relationship between methamphetamine use and positive psychotic symptoms is bidirectional over 12 months. The impact of lifetime psychotic disorders and methamphetamine dependence on these relationships was also examined. METHOD: A total of 201 regular (at least monthly) primary methamphetamine users were recruited from free needle and syringe programmes in three Australian cities. Data on the frequency of methamphetamine and other drug use (from Timeline Followback inteviews) and the severity of positive psychotic symptoms (using the Brief Psychiatric Rating Scale) in the past 2 weeks were collected in 12 contiguous monthly face-to-face interviews (mean of 9.14/11 (s.d. = 3.16) follow-ups completed). Diagnoses were derived using the Psychiatric Research Interview for DSM-IV Substance and Mental Disorders. RESULTS: The mean age of participants was 31.71 years (s.d. = 8.19) and 39% (n = 77) were women. At baseline 55% (n = 110) were dependent on methamphetamine and 51% (n = 102) had a lifetime psychotic disorder. Cross-lagged dynamic panel models found a significant bidirectional relationship between psychotic symptoms and methamphetamine use (Comparative Fit Index (CFI) = 0.94, standardised root mean square residual (SRMR) = 0.05, root mean square error of approximation (RMSEA) = 0.05, 95% CI 0.04-0.06). The magnitude of the relationship in each direction was similar, and the presence of methamphetamine dependence or a lifetime psychotic disorder did not have an impact on results. CONCLUSIONS: A dynamic, bidirectional relationship between methamphetamine and psychotic symptoms of similar magnitude in each direction was found over 1 year. This suggests integrated treatments that target methamphetamine, psychotic symptoms and their interrelationship may be of most benefit.

Binge drinking among male medical students in Viet Nam: a qualitative exploration of norms.

Alcohol is a commonly used substance among Vietnamese medical students, especially males. Vietnamese male medical students drink more alcohol, report more intentions to binge drink, and experience more alcohol-related problems than females. As medical students' alcohol consumption may influence their attitudes and medical practice relating to alcohol counseling and prevention, research about the cultural and drinking norms underlying the drinking behavior of Vietnamese male medical students is warranted. This study aims to explore the norms underlying drinking behavior of Vietnamese male medical students. A qualitative study including 32 in-depth interviews with Vietnamese male medical students at a medical university. Thematic analysis was used to analyze the data. This study found Vietnamese male medical students considered alcohol consumption as a way to show their masculinity and become accepted by groups. Given these beliefs and adherence to norms, they followed rules to force others to consume more alcohol or be intoxicated in drinking occasions among medical students. This study showed the importance of gender and group norms in influencing Vietnamese male medical students' alcohol consumption. These norms should be considered in future research and interventions addressing alcohol use among this target population.

The Influence of Alexithymia on Alcohol Craving, Health-Related Quality of Life and Gender in Alcohol-Dependent Outpatients.

Alexithymia is a vulnerability factor for physical and mental illness that can significantly influence the daily function of alcohol-dependent patients. The aim of this study was to examine the indirect effect of obsessive thoughts and compulsive behaviors involving alcohol craving on the relationship between alexithymia, quality of life (QoL) of psychological well-being and health status. Three hundred and eighty-one outpatients (263 males and 118 females) in treatment for alcohol dependence completed self-report measures of alexithymia, alcohol craving, GHQ-28 (QoL-psychological well-being) and SF-36 (QoL-health status). Males scored significantly higher than females on aspects of alexithymia, and females reported significantly higher levels of alcohol craving. Path analysis showed an indirect effect of alcohol craving on the relationship between alexithymia, QoL-psychological well-being and self-reported QoL-health status for males only. The current study provides important new information about impaired self-reported health status and well-being among male alcohol-dependent treatment seekers with alexithymia.

Predicting alcohol dependence treatment outcomes: a prospective comparative study of clinical psychologists versus 'trained' machine learning models.

BACKGROUND AND AIMS: Clinical staff are typically poor at predicting alcohol dependence treatment outcomes. Machine learning (ML) offers the potential to model complex clinical data more effectively. This study tested the predictive accuracy of ML algorithms demonstrated to be effective in predicting alcohol dependence outcomes, compared with clinical judgement and traditional linear regression. DESIGN: Prospective study. ML models were trained on 1016 previously treated patients (training-set) who attended a hospital-based alcohol and drug clinic. ML models (n = 27), clinical psychologists (n = 10) and a 'traditional' logistic regression model (n = 1) predicted treatment outcome during the initial treatment session of an alcohol dependence programme. SETTING: A 12-week cognitive behavioural therapy (CBT)-based abstinence programme for alcohol dependence in a hospital-based alcohol and drug clinic in Australia. PARTICIPANTS: Prospective predictions were made for 220 new patients (test-set; 70.91% male, mean age = 35.78 years, standard deviation = 9.19). Sixty-nine (31.36%) patients successfully completed treatment. MEASUREMENTS: Treatment success was the primary outcome variable. The cross-validated training-set accuracy of ML models was used to determine optimal parameters for selecting models for prospective prediction. Accuracy, sensitivity, specificity, area under the receiver operator curve (AUC), Brier score and calibration curves were calculated and compared across predictions. FINDINGS: The mean aggregate accuracy of the ML models (63.06%) was higher than the mean accuracy of psychologist predictions (56.36%). The most accurate ML model achieved 70% accuracy, as did logistic regression. Both were more accurate than psychologists (P < 0.05) and had superior calibration. The high specificity for the selected ML (79%) and logistic regression (90%) meant they were significantly (P < 0.001) more effective than psychologists (50%) at correctly identifying patients whose treatment was unsuccessful. For ML and logistic regression, high specificity came at the expense of sensitivity (26 and 31%, respectively), resulting in poor prediction of successful patients. CONCLUSIONS: Machine learning models and logistic regression appear to be more accurate than psychologists at predicting treatment outcomes in an abstinence programme for alcohol dependence, but sensitivity is low.

Craving mediates the effect of impulsivity on lapse-risk during alcohol use disorder treatment.

Rash impulsiveness, the propensity for approach behaviour despite potential negative consequences, is associated with stronger alcohol craving in patients with Alcohol Use Disorder (AUD). This relationship is poorly understood and implications for treatment response are unexamined. This study explored the relationship between rash impulsiveness, craving, and treatment response among 304 outpatients enrolled in a 12-week abstinence-based Cognitive-Behavioural Therapy (CBT) program for AUD. Assessments were completed pre-and-post treatment, with craving and alcohol consumption monitored at each treatment session. Higher rash impulsiveness predicted more frequent craving over treatment (b = 0.95, 95% CI = 0.40, 1.50). Higher craving was associated with greater lapse-risk (b = 0.04, 95% CI = 0.03, 0.05), with the association between craving and lapse-risk increasing as treatment progressed (b = 0.01, 95% CI = 0.01, 0.02). Craving positively mediated the relationship between rash impulsiveness and lapse-risk (µâ€¯= 0.38, 95% CI = 0.10, 0.70). Contrary to hypotheses, the risk of lapse in response to craving was not moderated by rash-impulsiveness. These results suggest that AUD patients with a predisposition for rash impulsiveness are more vulnerable to alcohol craving, and subsequently, poorer treatment outcomes.

Stimulant expectancy questionnaire for men who have sex with men: A measure of substance-related beliefs.

ISSUE ADDRESSED: Stimulant use has been identified as a key risk factor for sexual behaviours leading to HIV transmission. Substance-related expectancies are associated with substance use and postsubstance use thoughts, feelings and behaviours. Expectancies held by specific cultural subgroups have rarely been investigated, particularly regarding a range of commonly used stimulants. METHOD: The Stimulant Expectancy Questionnaire for Men who have Sex with Men (SEQ-MSM) was initially generated through consumer panel and interviews regarding the most commonly used stimulants among MSM in Australia (methamphetamine, amphetamines and ecstasy), with initial administration among 98 MSM to facilitate item reduction. A community sample of 427 MSM was used to validate the SEQ-MSM, with exploratory factor analysis (EFA; n = 202) and confirmatory factor analysis (CFA; n = 225). RESULTS: EFA revealed three distinct substance reinforcement domains ('Enhanced sexual experience', 'Sexual communication and negotiation' and 'Cognitive impairment'). The scale was associated with stimulant consumption patterns (including greater expectancies regarding sexual enhancement among methamphetamine users), and the factor structure, comprising a final form of the MSM-SEQ, was confirmed through CFA. CONCLUSIONS: The SEQ-MSM represents a reliable measure of outcome expectancies related to the range of commonly used stimulants among Australian MSM. Development of applied validation studies with the SEQ-MSM is a key next step in advancing health promotion, clinical interventions and research efforts to reduce harm (eg, HIV transmission) associated with stimulant use (particularly methamphetamine) among MSM. SO WHAT?: Objectives: This research maps expectancies specific among gay and men who have sex with men (MSM), and relationships between expectancies and stimulant use patterns and behaviours postuse - including sexual activity (eg, condomless anal sex).

NLRP3 is associated with coronary artery disease in Vietnam veterans.

BACKGROUND: Previous studies have established that coronary artery disease is associated with excess inflammation. These studies have shown an elevation of both pro and anti-inflammatory cytokines in sufferers of coronary artery disease. There is increasing interest in the role played by the inflammasome Nod Like Receptor family pyrin domain containing 3 (NLRP3) in the aetiology of coronary artery disease. Increased severity of coronary artery disease correlates with higher levels of expression of NLRP3. Does NLRP3 polymorphisms play a role in the aetiology of coronary artery disease? METHOD: In a cohort of Vietnam War (n-299) veterans who have been previously exposed to trauma, NLRP3 polymorphisms were analysed for association with coronary calcium scores using analyses of variance. Independent t-test was used to analyse genotypes. In samples with a small representation of minor homozygotes, genotypes were combined and analysed using independent t-test. If any of the genotype analysis suggested the potential for a dominant or a recessive model the model was further explored. Hardy-Weinberg Equilibrium was calculated using Hardy-Weinberg equilibrium calculator including analysis for ascertainment bias. RESULTS: The NLRP3 polymorphism, rs10159239 was significantly associated (p = 0.001) with a higher raised coronary calcium score. The Single Nucleotide Polymorphism rs10159239 was examined by logistic regression with known risk factors for Coronary artery disease and remained significant (0.035). This is the first time rs10159239 A-allele has been associated with raised coronary calcium score. CONCLUSIONS: This is the first time rs10159239 A-allele has been associated with raised coronary calcium score. Further research is needed to replicate our results in larger well-characterised cohorts.

Alexithymia and Alcohol Dependence: The Roles of Negative Mood and Alcohol Craving.

Background: Alexithymia is a personality trait associated with emotion regulation difficulties. Up to 67% of alcohol-dependent patients in treatment have alexithymia. Objectives: The objective of this study was to investigate the direct and indirect effects of alexithymia, negative mood (stress, anxiety, and depression) and alcohol craving on alcohol dependence severity. Methods: Three hundred and fifty-five outpatients (mean age = 38.70, SD = 11.00, 244 males, range 18-71 years) undergoing Cognitive-Behavioral Therapy for alcohol dependence completed the Toronto Alexithymia Scale (TAS-20), Depression Anxiety Stress Scales (DASS-21), Obsessive Compulsive Drinking Scale (OCDS), and Alcohol Use Disorders Identification Test (AUDIT) prior to the first treatment session. Results: Alexithymia had an indirect effect on alcohol dependence severity, via both negative mood and alcohol craving (b = 0.03, seb = 0.008, 95% CI: 0.02-0.05). An indirect effect of negative mood on alcohol dependence via alcohol craving was also observed (b = 0.12, seb = 0.03, 95% CI: 0.07-0.16). Conclusions/importance: Alexithymia worked through negative mood and alcohol craving leading to increased alcohol dependence severity, indicating that craving had an indirect effect on the relationship between alexithymia and alcohol dependence severity. Targeting alcohol craving and negative mood for alcohol-dependent patients with alexithymia seems warranted.