Editorial: Adolescent Substance Use Prevention and Treatment Is Our Wheelhouse.

In this issue of the Journal, Welsh et al. revise and update the National Institute on Drug Abuse (NIDA) "Principles of Adolescent Substance Use Disorder Treatment," and the practice recommendations based on these principles, published by Winters et al. in 2018.

Using empirical Bayes predictors from generalized linear mixed models to test and visualize associations among longitudinal outcomes.

Medical research is often designed to investigate changes in a collection of response variables that are measured repeatedly on the same subjects. The multivariate generalized linear mixed model (MGLMM) can be used to evaluate random coefficient associations (e.g.

Cooccurring Psychiatric and Substance Use Disorders.

Research shows that the majority of adolescents with substance use disorders also have other cooccurring psychiatric disorders, which has been associated with poorer treatment outcomes. Despite considerable consensus that treatment of cooccurring disorders should be integrated or concurrent, most such youth do not receive it. In addition to systemic and economic barriers, few studies have been conducted that inform evidence-based integrated treatment approaches.

Substance Abuse Prevention.

Substance use disorders account for approximately 6% of deaths worldwide and cost about $700 billion in the United States. Approximately 80% of drug users begin using during adolescence, underscoring the public health importance of effective substance prevention programs for youth and families. Prevention science designates 3 intervention categories: (1) universal prevention, targeting all individuals in the population, (2) selective interventions, targeting high-risk groups, and (3) indicated prevention interventions for youth with risk-taking behaviors.

On estimating and testing associations between random coefficients from multivariate generalized linear mixed models of longitudinal outcomes.

Different types of outcomes (e.g. binary, count, continuous) can be simultaneously modeled with multivariate generalized linear mixed models by assuming: (1) same or different link functions, (2) same or different conditional distributions, and (3) conditional independence given random subject effects.

Subjective effects, misuse, and adverse effects of osmotic-release methylphenidate treatment in adolescent substance abusers with attention-deficit/hyperactivity disorder.

Objective: Psychostimulants are effective treatments for attention-deficit/hyperactivity disorder (ADHD) but may be associated with euphoric effects, misuse/diversion, and adverse effects. These risks are perceived by some clinicians to be greater in substance-abusing adolescents relative to non-substance-abusing adults. The present study evaluates the subjective effects, misuse/diversion, and adverse effects associated with the use of osmotic-release oral system methylphenidate (OROS-MPH), relative to placebo, for treating ADHD in adolescents with a substance use disorder (SUD) as a function of substance use severity and compared these risks with those associated with the treatment of ADHD in adults without a non-nicotine SUD.

Major depression and treatment response in adolescents with ADHD and substance use disorder.

Background: Major depressive disorder (MDD) frequently co-occurs in adolescents with substance use disorders (SUDs) and attention deficit hyperactivity disorder (ADHD), but the impact of MDD on substance treatment and ADHD outcomes and implications for clinical practice are unclear.

Methods: Adolescents (n=303; ages 13-18) meeting DSM-IV criteria for ADHD and SUD were randomized to osmotic release methylphenidate (OROS-MPH) or placebo and 16 weeks of cognitive behavioral therapy (CBT). Adolescents with (n=38) and without (n=265) MDD were compared on baseline demographic and clinical characteristics as well as non-nicotine substance use and ADHD treatment outcomes.

Randomized controlled trial of osmotic-release methylphenidate with cognitive-behavioral therapy in adolescents with attention-deficit/hyperactivity disorder and substance use disorders.

Objective: To evaluate the efficacy and safety of osmotic-release methylphenidate (OROS-MPH) compared with placebo for attention-deficit/hyperactivity disorder (ADHD), and the impact on substance treatment outcomes in adolescents concurrently receiving cognitive-behavioral therapy (CBT) for substance use disorders (SUD).

Method: This was a 16-week, randomized, controlled, multi-site trial of OROS-MPH + CBT versus placebo + CBT in 303 adolescents (aged 13 through 18 years) meeting DSM-IV diagnostic criteria for ADHD and SUD. Primary outcome measures included the following: for ADHD, clinician-administered ADHD Rating Scale (ADHD-RS), adolescent informant; for substance use, adolescent-reported days of use in the past 28 days.

Cigarette and cannabis use trajectories among adolescents in treatment for attention-deficit/hyperactivity disorder and substance use disorders.

Background: Cigarette smoking is common in adolescents with attention-deficit/hyperactivity disorder (ADHD) and substance use disorders (SUD). However, little is known about the relationship between cigarette and cannabis use trajectories in the context of treatment for both ADHD and SUD. To address this research gap, we report collateral analyses from a 16-week randomized, controlled trial (n=303) of osmotic-release methylphenidate (OROS-MPH) in adolescents with ADHD concurrently receiving cognitive behavioral therapy (CBT) targeting non-nicotine SUD.

How adolescents with substance use disorder spend research payments.

There is concern that research reimbursements to adolescents may increase substance use. However, these concerns have not been examined empirically. Participants were 70 adolescents (13-19 years) with at least one non-nicotine substance use disorder (SUD) enrolled in a 12-week clinical trial of atomoxetine/placebo for attention/deficit-hyperactivity disorder (ADHD).

Randomized, controlled trial of atomoxetine for attention-deficit/hyperactivity disorder in adolescents with substance use disorder.

Objective: To evaluate the effect of atomoxetine hydrochloride versus placebo on attention-deficit/hyperactivity disorder (ADHD) and substance use disorder (SUD) in adolescents receiving motivational interviewing/cognitive behavioral therapy (MI/CBT) for SUD.

Method: This single-site, randomized, controlled trial was conducted between December 2005 and February 2008. Seventy adolescents (13 through 19 years of age) with Diagnostic and Statistical Manual of Mental Disorders (Fourth Edition) (DSM-IV) ADHD, a DSM-IV ADHD checklist score greater than or equal to 22, and at least one nontobacco SUD were recruited from the community.

Treating adolescents for substance abuse and comorbid psychiatric disorders.

Recent research has identified a cluster of standardized approaches that effectively treat adolescents with substance abuse disorders. Many of these approaches share elements that may be adopted to improve outcomes in substance treatment programs. In adolescents, treatment goals should be informed by a comprehensive assessment that includes the adolescent patient's developmental history and evaluation of psychiatric comorbidity.

A randomized controlled trial of fluoxetine and cognitive behavioral therapy in adolescents with major depression, behavior problems, and substance use disorders.

Objective: To evaluate the effect of fluoxetine hydrochloride vs placebo on major depressive disorder, substance use disorder (SUD), and conduct disorder (CD) in adolescents receiving cognitive behavioral therapy (CBT) for SUD.

Design: Randomized controlled trial.

Setting: A single-site study conducted between May 2001 and August 2004.

A one-session human immunodeficiency virus risk-reduction intervention in adolescents with psychiatric and substance use disorders.

Objective: To explore change in human immunodeficiency virus (HIV) risk among teens in outpatient treatment for substance use disorders (SUDs).

Method: From December 2002 to August 2004, 50 adolescents (13-19 years) with major depressive disorder, conduct disorder, and one or more non-nicotine SUD completed the Teen Health Survey (THS) at the beginning and end of 16 weeks of outpatient cognitive behavioral SUD treatment, which included a one-session HIV intervention. Changes in THS scale scores and specific item responses targeted by the intervention were assessed with paired t tests and Wilcoxon signed rank tests.

Integrated substance use and mental health treatment for adolescents: aligning organizational and financial incentives.

The high prevalence of the dual diagnosis of mental and substance use disorders (SUD) has been increasingly documented for both adolescents and adults (Crowley and Riggs 1995; Kandel et al. 1999; Whitmore et al. 1997).

What came first, major depression or substance use disorder? Clinical characteristics and substance use comparing teens in a treatment cohort.

This study utilized data on a treatment cohort from a randomized clinical trial that recruited adolescents with co-occurring major depression and substance use disorder (N=126). The purpose of this study was to compare adolescents for whom the onset of depression was first versus those for whom the onset of substance use disorder was first or in the same year as depression. Intake clinical evaluations were abstracted to yield common stressors that included childhood abuse, early loss or death, exposure to violence, and attachment problems.

Tobacco and alcohol use as an explanation for the association between externalizing behavior and illicit drug use among delinquent adolescents.

The prevalence and persistence of adolescent substance use and abuse is a national health issue, and substance use among adolescents is frequently comorbid with other psychiatric disorders. Most studies in this area utilize samples of middle or high school students or from inpatient settings. Less is known about substance use and psychiatric comorbidity among delinquent adolescents.

A randomized controlled trial of pemoline for attention-deficit/hyperactivity disorder in substance-abusing adolescents.

Objective: In adolescents with substance use disorder (SUD), comorbid attention-deficit/hyperactivity disorder (ADHD) is associated with greater severity of substance abuse, conduct problems, and worse treatment outcomes. Although many controlled trials have established the efficacy of psychostimulants, including pemoline, for ADHD in children and adolescents, none have been conducted in adolescents with SUD. This randomized, placebo-controlled trial, conducted between 1996 and 2000, evaluated the safety and efficacy of pemoline on substance abuse and conduct problems.

Anxiety Disorders in Neurologic Illness.

Anxiety disorders frequently occur in individuals with neurologic illness. Anxiety may be a symptom of or a reaction to the neurologic disorder, a medication side effect, or a comorbid condition. The most common anxiety disorders seen in neurologic patients are panic disorder, generalized anxiety disorder, social phobia, and obsessive-compulsive disorder (OCD).