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Background and aims: Sleep disruptions increase the risk of substance misuse. Substance use-especially stimulants-can increase acute and chronic sleep dysfunction. This study aimed to estimate the associations between sleep disturbance and stimulant use over time among participants with stimulant use disorder (StUD).
Design: In this secondary analysis, a Random Intercept Cross-Lagged Panel Model (RI-CLPM) was used to assess sleep disturbance and stimulant use over 8 weeks among participants with StUD.
Setting: United States of America.
Participants: The analysis included 793 participants with StUD enrolled across 3 randomized controlled trials in the National Institute on Drug Abuse’s Clinical Trials Network (CTN): CTN-0037, CTN-0048 and CTN-0068.
Measurements: Self-reported sleep disturbance was harmonized as a binary indicator across trial measures at each week. Stimulant use days per week were captured by Timeline Follow Back. Baseline covariates included age, sex, race/ethnicity, employment status, presence of depressive symptoms, any psychiatric history, treatment arm and trial.
Findings: Sleep disturbance was associated with a higher average number of stimulant use days the following week [β = 0.15, 95% confidence interval (CI) = 0.09, 0.22, P < 0.001], and greater stimulant use was linked to increased odds of subsequent sleep disturbance (odds ratio = 1.20, 95% CI = 1.14, 1.26, P < 0.001).
Conclusions: Higher-than-usual stimulant use appears to be associated with increased likelihood of sleep disturbance the following week, and vice versa.
Related protocols: CTN-0037, CTN-0048, CTN-0068
Objectives: The accelerated development of additive pharmacotherapy treatment (ADAPT-2) for methamphetamine use disorder (MUD) trial demonstrated the efficacy of extended-release injectable naltrexone (NTX) and oral bupropion (BUP). In this secondary analysis, we determined whether craving and impulsivity levels could predict subsequent use of methamphetamine.
Methods: Participants (N = 357) of the ADAPT-2 trial with at least one transition point [transition from positive-to-negative urine drug screen (UDS) or vice versa] during stage 1 (baseline through week-6) were included in this secondary analysis. Craving was assessed using the Visual Analog Scale (VAS). Impulsivity was assessed using the 2-item impulsivity factor of the Concise Health Risk Tracking (CHRT) Scale.
Results: A significant treatment by craving by time interaction was noted (P = 0.018), where higher craving levels were consistently associated with a lower likelihood positive-to-negative UDS transition at the next visit in both NTX-BUP and placebo groups. However, no such effect was present by week 6 of treatment in the placebo group. CHRT Impulsivity also had a significant effect on the probability of a positive-to-negative UDS transition (P = 0.019) in addition to the 3-way interaction of VAS, week, and treatment group. Individuals with lower craving levels but higher impulsivity exhibited a lower probability of transitioning to negative UDS at the next visit. Higher craving, but not impulsivity, was associated with a higher likelihood of negative-to-positive UDS transition at the next visit in both treatment groups.
Conclusions: Further investigations are necessary to optimize NTX-BUP treatment, focusing on the impact of craving and impulsivity on outcomes.
Related protocols: CTN-0068
Objective: This study evaluated whether depressive symptom severity improved early with extended-release naltrexone and bupropion combination (naltrexone bupropion) compared to a placebo in individuals with moderate/severe methamphetamine use disorder and predicted subsequent use of methamphetamine.
Methods: This secondary analysis from the Accelerated Development of Additive Pharmacotherapy Treatment for Methamphetamine Use Disorder (ADAPT-2, CTN-0068) trial, which was conducted from May 23, 2017-July 25, 2019, included 326 individuals with a 9-item Patient Health Questionnaire (PHQ-9) score =5 at baseline. Repeated-measures mixed model analyses evaluated early (baseline-to-week-4) changes in depressive symptom severity with naltrexone-bupropion versus placebo and provided slope estimates for PHQ-9 change. Additional depression outcomes included response (=50% reduction in PHQ-9 from baseline) and remission (PHQ-9 =4). Methamphetamine treatment response was ascribed if 3 out of 4 urine drug screens were negative during weeks 5 and 6. Logistic regression analyses evaluated whether changes in depression predicted methamphetamine treatment response. Covariates included age, sex, race, ethnicity, and baseline PHQ-9.
Results: There was a greater reduction in PHQ-9 scores at week 4 with naltrexone-bupropion versus placebo (estimate = -2.52; standard error = 0.81). At week 4, depression response (odds ratio [OR] = 2.54; 95% confidence limit [CL], 1.42-4.55) and remission (OR = 3.04; 95% CL, 1.57-5.87) were more likely with naltrexone-bupropion versus placebo. Greater baseline-to-week 4 reduction in PHQ-9 was associated with a higher likelihood of methamphetamine treatment response (OR = 3.74, 95% CL, 1.28-10.93) and explained 24.8% (95% CI, 6.7%-60.3%) of the effect of naltrexone-bupropion on methamphetamine treatment response.
Conclusion: Use of naltrexone bupropion was associated with early reduction in depressive symptom severity compared to a placebo, which was associated with a higher likelihood of reduction in subsequent methamphetamine use.
Related protocols: CTN-0068
Background: Methamphetamine (MA) use has been linked to engaging in sexual risk behaviors (SRBs) that are associated with HIV/STIs, particularly among men who have sex with men (MSM) and men who have sex with men and women (MSMW; hereafter MSM/W). The objectives of this analysis were to determine whether reduced MA is associated with decreases in SRBs in a sample of MSM/W.
Method: Data came from the ADAPT-2 trial, a randomized, double-blind, two-stage sequential parallel design trial evaluating extended-release injectable naltrexone (NTX) and oral bupropion (BUP) vs. placebo for MA use disorder. In the first 6 weeks of the trial (stage 1), participants were randomized to receive NTX-BUP or placebo. In the second 6 weeks, participants in the placebo group who did not have a treatment response were rerandomized (stage 2). For this secondary analysis, the independent variable was the number of MA-negative urine drug screens (UDS). The dependent variables included three different types of SRBs. Regression models of the independent and dependent variables were adjusted for age, race/ethnicity status, marital status, treatment assignment, and baseline SRBs.
Results: Of the 151 participants, median age was 40 years and majority were non-Hispanic white (52%) and completed more than high school education (82%). Each additional MA-negative UDS was associated with a 7% (adjusted rate ratio (aRR) =0.93; 95% CI, 0.87, 0.99) reduction in total number of sex partners in stage 2 only. Each additional MA-negative UDS was associated with a 13% (aRR =0.87 95%; confidence interval (CI), (0.76, 0.98)) and 9% (aRR =0.91; 95% CI, 0.84, 0.99) reduction in number of condomless sexual encounters in stage 1 and stage 2, respectively. Lastly, each additional MA-negative UDS was associated with a 16% (aRR =0.84; 95% (CI), 0.75, 0.94)) and 27% (aRR =0.73; 95% CI, 0.64, 0.84) reduction in number of sexual encounters when high on MA.
Conclusions: Our analysis showed that reductions in MA use was associated with reductions in several sexual risk behaviors associated with HIV/STI. These findings provide further support for exploring reductions in sexual risk behaviors as a clinical endpoint in future treatment interventions for MA use.
Related protocols: CTN-0068
There has been a significant increase in methamphetamine use and methamphetamine use disorder (Meth UD) in the United States, with evolving racial and ethnic differences. This secondary analysis of data from CTN-0069 (ADAPT-2) explored racial and ethnic differences in baseline sociodemographic and clinical characteristics as well as treatment effects on a measure of substance use recovery, depression symptoms, and methamphetamine craving among participants in a pharmacotherapy trial for Meth UD.
The ADAPT-2 trial (ClinicalTrials.gov number, NCT03078075; N=403; 69% male) was a multisite, 12-week randomized, double-blind, trial that employed a two-stage sequential parallel design to evaluate the efficacy of combination naltrexone (NTX) and oral bupropion (BUP) vs. placebo for Meth UD. Treatment effect was calculated as the weighted mean change in outcomes in the NTX-BUP minus placebo group across the two stages of treatment.
Of the 403 participants in the ADAPT-2 trial, the majority (65%) reported non-Hispanic White, while 14%, 11% and 10% reported Hispanic, non-Hispanic Black, and non-Hispanic other racial and ethnic categories respectively. At baseline non-Hispanic Black participants reported less severe indicators of methamphetamine use than non-Hispanic White. Treatment effects for recovery, depression symptoms and methamphetamine cravings did not significantly differ by race and ethnicity.
Conclusions: Although we found racial and ethnic differences at baseline, our findings did not show racial and ethnic differences in treatment effects of NTX-BUP on recovery, depression symptoms and methamphetamine cravings. However, our findings also highlight the need to expand representation of racial and ethnic minority groups in future trials.
Related protocols: CTN-0068
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.
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 (CTN-0037, -0049, -0051, -0053, -0054, -0064, -0067, -0068). 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.
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).
Conclusions: 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.
Related protocols: CTN-0037, CTN-0049, CTN-0051, CTN-0053, CTN-0054, CTN-0064, CTN-0067, CTN-0068
Methamphetamine (MA) use is marked by high rates of comorbid tobacco smoking, which is associated with more severe drug use and worse clinical outcomes compared to single use of either drug. Research has shown the combination of naltrexone plus oral bupropion (NTX-BUP) improves smoking cessation outcomes in non-MA-using populations. In the National Drug Abuse Treatment Clinical Trials Network (CTN) Accelerated Development of Additive Pharmacotherapy Treatment (ADAPT-2) study, NTX-BUP successfully reduced MA use. Our aim in this secondary data analysis was to examine changes in cigarette smoking among the subgroup of participants reporting comorbid tobacco use in the ADAPT-2 trial.
The multi-site ADAPT-2 study used a randomized, double blind, sequential parallel comparison design to evaluate treatment with extended-release injectable NTX (380 mg every 3 weeks) combined with once-daily oral extended-release BUP (450 mg/day) vs matching injectable and oral placebo in outpatients with moderate or severe MA use disorder. The study assessed smoking outcomes, based on self-reported timeline followback (TLFB) data, twice/week for 13 weeks.
Of the 403 participants in the ADAPT-2 trial, 290 reported being current cigarette smokers (71.9 %). The study found significant differences (p’s < 0.0001) for each smoking outcome indicating greater change in the proportion of nonsmoking days, number of cigarettes smoked per week, and consecutive nonsmoking days, all favoring the group receiving NTX-BUP versus placebo.
Conclusions: NTX-BUP was associated with significant reductions in self-reported cigarette smoking in the context of concurrent treatment for MA use disorder. These off-target medication effects warrant prospective investigation using biochemically confirmed measures of smoking abstinence. The development of NTX-BUP as a co-addiction treatment strategy has a potential for high public health impact.
Related protocols: CTN-0068
Methamphetamine use disorder (MethUD) disproportionately affects men who have sex exclusively with men or with men and women (collectively MSM/W), compared to men who have sex with women (MSW). This study is the first MethUD medication trial to compare treatment effect for these groups, hypothesizing that extended-release injectable naltrexone 380 mg every 3 weeks plus oral extended-release bupropion 450 mg daily would be less effective for MSM/W than MSW.
Data come from men (N=246) in a multi-site, double-blind, randomized, placebo-controlled trial with sequential parallel comparison design (CTN-0068, ADAPT-2). In Stage 1 (6-weeks), participants were randomized to active treatment or placebo. In Stage 2 (6-weeks), Stage 1 placebo non-responders were rerandomized. Treatment response was =3 methamphetamine-negative urine samples, out of four obtained at the end of Stages 1 and 2. Treatment effect was the active-versus-placebo between-group difference in the weighted average Stages 1 and 2 responses.
MSM/W (n=151) were more likely than MSW (n=95) to be Hispanic, college-educated, and living with HIV. Adjusting for demographics, among MSM/W, response rates were 13.95 % (active treatment) and 2.78 % (placebo) in Stage 1; 23.26 % (active treatment) and 4.26 % (placebo) in Stage 2. Among MSW, response rates were 7.69 % (active treatment) and 5.80 % (placebo) in Stage 1; 3.57 % (active treatment) and 0 % (placebo) in Stage 2. Treatment effect was significantly larger for MSM/W than MSW.
Conclusions: Findings suggest efficacy of extended-release naltrexone plus bupropion for MSM/W, a population heavily burdened by MethUD. While a secondary outcome, this intriguing finding merits testing in prospective trials.
Related protocols: CTN-0068
The co-occurrence of suicidality and substance use disorders has been well established, but rating scales to examine suicidal behavior and risk are sparse among participants with substance use disorders. In this study, part of the CTN ADAPT-2 protocol (CTN-0068), researchers examined the psychometric properties of the 16-item Concise Health Risk Tracking Scale – Self Report (CHRT-SR16) to measure suicidality among adults with moderate-to-severe methamphetamine use disorder.
Participants (n = 403) with moderate-to-severe methamphetamine use disorder completed the CHRT-SR16 as part of a randomized, double-blind, placebo-controlled pharmacotherapy trial. The CHRT-SR16 factor structure was assessed using confirmatory factor analysis (CFA). Internal consistency was estimated with coefficients alpha (a) and omega ( ), test-retest reliability with intraclass correlation coefficient (ICC) and standard error of measurement, and convergent validity using Spearman’s rank order correlation coefficient test between CHRT-SR16 factors and the Patient Health Questionnaire (PHQ-9). The analyses utilized baseline and week 1 data (for test-retest reliability only).
CFA revealed a seven-factor model of Pessimism, Helplessness, Social Support, Despair, Impulsivity, Irritability, and Suicidal Thoughts as the best-fitting model. The CHRT-SR16 also exhibited strong internal consistency (a = 0.89; = 0.89), test-retest reliability (ICC = 0.78) and convergent validity with the PHQ-9 total score ( = 0.62).
Conclusions: The results of this study offer evidence for strong reliability and convergent validity of the CHRT-SR16, among the first validated instruments to measure Suicidal Thoughts and behavior in a population that is disproportionately experiencing overdose and death due to methamphetamine use. The CHRT-SR16 builds upon prior work with the CHRT-SR and allows for the novel assessment of impulsivity and irritability as possible risk factors for suicidal behavior.
Related protocols: CTN-0068
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 (CTN-0037, -0049, -0051, -0053, -0054, -0064, -0067, and -0068). 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).
Conclusions: Response to the marked rise in overdose deaths should integrate suicide risk reduction as part of prevention strategies.
Related protocols: CTN-0037, CTN-0049, CTN-0051, CTN-0053, CTN-0054, CTN-0064, CTN-0067, CTN-0068
This is the primary outcomes article for CTN-0068.
The use of naltrexone plus bupropion to treat methamphetamine use disorder has not been well studied. We conducted this multisite, double-blind, two-stage, placebo-controlled trial with the use of a sequential parallel comparison design to evaluate the efficacy and safety of extended-release injectable naltrexone (380 mg every 3 weeks) plus oral extended-release bupropion (450 mg per day) in adults with moderate or severe methamphetamine use disorder. In the first stage of the trial, participants were randomly assigned in a 0.26:0.74 ratio to receive naltrexone–bupropion or matching injectable and oral placebo for 6 weeks. Those in the placebo group who did not have a response in stage 1 underwent rerandomization in stage 2 and were assigned in a 1:1 ratio to receive naltrexone–bupropion or placebo for an additional 6 weeks. Urine samples were obtained from participants twice weekly. The primary outcome was a response, defined as at least three methamphetamine-negative urine samples out of four samples obtained at the end of stage 1 or stage 2, and the weighted average of the responses in the two stages is reported. The treatment effect was defined as the between-group difference in the overall weighted responses.
A total of 403 participants were enrolled in stage 1, and 225 in stage 2. In the first stage, 18 of 109 participants (16.5%) in the naltrexone–bupropion group and 10 of 294 (3.4%) in the placebo group had a response. In the second stage, 13 of 114 (11.4%) in the naltrexone–bupropion group and 2 of 111 (1.8%) in the placebo group had a response. The weighted average response across the two stages was 13.6% with naltrexone–bupropion and 2.5% with placebo, for an overall treatment effect of 11.1 percentage points (Wald z-test statistic, 4.53; P<0.001). Adverse events with naltrexone–bupropion included gastrointestinal disorders, tremor, malaise, hyperhidrosis, and anorexia. Serious adverse events occurred in 8 of 223 participants (3.6%) who received naltrexone–bupropion during the trial.
Conclusions: Among adults with methamphetamine use disorder, the response over a period of 12 weeks among participants who received extended-release injectable naltrexone plus oral extended-release bupropion was low but was higher than that among participants who received placebo.
Related protocols: CTN-0068