The Association Between Sleep Disturbances and Perceived Stress in Substance Use Disorder Treatment.

Abstract.Introduction: Sleep disturbances and elevated stress levels are commonly reported among individuals seeking treatment for substance use disorders (SUDs). However, it remains unclear whether the relationship between sleep and stress differs based on the primary substance of use or if there are commonalities across different substances. This study aimed to investigate the association between sleep disturbances and perceived stress among individuals in SUD treatment and examine whether primary substance influences this relationship.Method: A sample of 4,201 individuals from 59 SUD treatment programs completed assessments including the Insomnia Severity Index and Perceived Stress Scale in 2021. Cross-sectional and longitudinal analyses were conducted to evaluate the relationship between sleep and stress across different primary substances during treatment.Results: The results demonstrated that higher stress was associated with more severe insomnia, and vice versa, both at treatment intake and over the course of treatment, regardless of primary substance. Persons using heroin/ fentanyl evidenced a stronger association of sleep on stress, and persons using cocaine evidenced a stronger relationship of stress on sleep.Discussion: The findings suggest that sleep/stress associations are ubiquitous across different classes of drugs, although sleep might have more influence on stress in persons primarily using heroin/ fentanyl, and stress might have more influence on sleep in persons primarily using cocaine, relative to other substances. Interventions targeting either sleep or stress could have positive effects on SUD outcomes, but further research is needed to investigate the underlying neurobiological mechanisms and inform the development of effective interventions for sleep and stress in SUD populations.

Lessons Learned in Developing a Behavioral Economic Measure of Cannabis Use Using a Predominantly White Sample.

Behavioral economic approaches to measuring cannabis demand represent a well-validated, low-cost method of assessing risk for hazardous cannabis use. One widely used measure of cannabis demand is the Marijuana Purchase Task (MPT), which has shown good psychometric properties across multiple samples. However, preliminary data suggest that changes could improve task ecological validity and acceptability. Using a predominantly White convenience sample, this study aimed to develop a revised MPT that uses a modern dispensary scenario to better reflect national trends in cannabis use (e.g., multiple forms of cannabis consumption). Participant inattentiveness due to increased task length and difficulty estimating purchases for the next month may have impacted demand measures. Lessons learned are discussed to inform future efforts to assess cannabis demand in a manner that is more reflective of naturalistic use: including minimizing participant burden, setting higher price ceilings to increase task utility, and considering person-level factors that may influence demand.

Harm Reduction for Opioid Use Disorder: Strategies and Outcome Metrics.

Tweet: The authors discuss harm reduction strategies and associated outcome metrics in relation to the ongoing opioid crisis.

COVID-19-Related Financial Hardship Is Associated With Depression and Anxiety in Substance Use Treatment Across Gender and Racial Groups.

ABSTRACT: Many individuals lost their employment during the COVID-19 pandemic and experienced financial hardship. These experiences may increase risk for co-occurring conditions, including substance use disorders (SUDs) and related symptoms of depression and anxiety. This study aimed to examine the associations between COVID-19-related financial hardship and/or job loss and co-occurring symptoms, across gender and racial groups. Respondents (N = 3493) included individuals entering SUD treatment in the United States in March-October of 2020. Results demonstrated that COVID-19-related financial hardship and unemployment in the household was associated with greater depression and anxiety severity among people in SUD treatment (p's < 0.05). Our findings highlight financial hardship and loss of employment as risk factors for co-occurring depression and anxiety. However, additive effects between marginalized identity status and COVID-19 economic hardship on co-occurring symptoms were not observed.

The association of pain impact and sleep disruption with opioid withdrawal during opioid-use disorder treatment.

AIMS: Persons with opioid-use disorder (OUD) often experience opioid withdrawal and opioid craving, which can drive continued opioid use and treatment discontinuation. In addition, hyperalgesia is common among persons with OUD, yet few studies have examined the role of pain impact during OUD treatment. The purpose of the present study was to test whether opioid withdrawal and craving were elevated in the context of greater pain impact (i.e. greater pain intensity and interference), and whether these associations changed throughout treatment. METHODS: Participants in residential OUD treatment (n = 24) wore wrist actigraphy to measure sleep and completed daily measures of pain impact, opioid withdrawal and opioid craving for up to 28 days. Mixed effects models were used to examine whether daily elevations in pain impact and sleep continuity were associated with withdrawal severity and opioid craving. RESULTS: Elevations in withdrawal, but not craving, occurred on days when individuals reported higher scores on the pain impact scale. Associations between pain impact and withdrawal were present throughout treatment, but stronger during early treatment. In contrast, both withdrawal and opioid craving were elevated following nights of greater wake after sleep onset and awakenings, but these findings were often more pronounced in early treatment. CONCLUSIONS: Pain impact and sleep disturbance are 2 factors associated with opioid withdrawal and opioid craving. Novel pharmacotherapies and scalable adjunctive interventions targeting sleep and pain impact should be tested in future work to improve OUD treatment outcomes.

Knowledge, Preference, and Adverse Effects of Xylazine Among Adults in Substance Use Treatment.

This cross-sectional study evaluates aspects of xylazine adulteration of opioids among individuals entering substance use disorder treatment.

Intersectional Risk and the Significant Gap in Care for Persons With Co-occurring Chronic Pain and Opioid Withdrawal.

OBJECTIVES: Persons with chronic pain and women tend to enter treatment for opioid use disorder with greater opioid withdrawal severity than persons without chronic pain and men, respectively. This study examined characteristics of facilities with opioid withdrawal treatment, including gender-based services, as a function of whether they reported having a tailored pain management program. METHODS: The National Survey of Substance Abuse Treatment Services 2020 was used to examine 3942 facilities with opioid withdrawal treatment in the United States. Using a multivariable binary logistic regression model, facilities were examined for the presence of a tailored program for individuals with co-occurring pain. Regional location of the facility, ownership status, and availability of tailored gender programs, nonhospital residential services, and outpatient services served as independent variables in the analysis. RESULTS: A slight majority of the sample had a program for both adult men and adult women ( n = 2010, 51.0%). Most facilities had outpatient services ( n = 3289, 83.4%) and did not have a tailored program for addressing co-occurring pain ( n = 2756, 69.9%). Binary logistic regression analysis showed that among opioid withdrawal facilities, programs with nonhospital residential services, government or private nonprofit funding, or tailored gender programming had higher odds of reporting having a tailored program for pain and substance use disorder. Facilities in the Western United States were most likely to have tailored programs for pain and substance use disorder. CONCLUSIONS: Future research should investigate what support patients may receive and how to better scale access to pain management during opioid withdrawal treatment.

A brief measure of non-drug reinforcement: Association with treatment outcomes during initial substance use recovery.

BACKGROUND: Translational research demonstrates that drug use is inversely associated with availability and engagement with meaningful non-drug reinforcers. Evaluation of non-drug reinforcement in treatment-receiving clinical populations is limited, likely owing to the time intensive nature of existing measures. This study explores the association of non-drug reinforcers with treatment outcomes using a novel, brief measure of past month non-drug reinforcement quantifying three elements: relative frequency, access, and enjoyability. METHODS: Respondents enrolled in substance use treatment (residential, intensive outpatient, and medically managed withdrawal) in clinics across the United States (N = 5481) completed standardized assessments of non-drug reinforcement and treatment outcomes (i.e., return to use and life satisfaction) one-month after treatment discharge. Non-drug reinforcement measures (availability, engagement, enjoyability) were used as predictors of return to use and life satisfaction using generalized linear models. RESULTS: Non-drug reinforcement indices were associated with return to use and life satisfaction in unadjusted models (e.g., 12.4 % versus 58.3 % return to use for those with the highest and lowest availability, respectively). Consistent results were observed in models adjusted for sociodemographic variables and risk factors (i.e., sleep disturbance, anhedonia, stress). Comparisons by drug class generally showed lower non-drug reinforcement among patients reporting heroin or methamphetamine as their primary drug. CONCLUSIONS: Results highlight the importance of non-drug reinforcement during the first month following treatment. Rapid measurement of non-drug reinforcement in stepped care settings may illuminate critical deficits in early stages of behavior change, identify those at greatest risk for return to use, and provide targets for treatment to improve recovery trajectories.

Age moderates the association of optimism on craving during substance use disorder treatment.

BACKGROUND: Optimism, characterized by a positive expectancy toward future outcomes, has garnered attention for its potential role in influencing well-being and may be a protective factor in substance use disorder (SUD) treatment. This study evaluated the relationship of optimism and craving among those in substance use disorder SUD treatment. METHODS: Drawing from a cohort of 4201 individuals in residential SUD treatment programs, this study used both cross-sectional and longitudinal assessment to examine tonic (steady-state) and cue-induced (phasic) cravings across individuals primarily using eight classes of substances. Previous research established that optimism increases during adulthood and peaks during an individual's 50s. This study sought to establish if the association between optimism and craving is moderated by age during the first week of treatment and if that relationship changes over the course of treatment both within and between-person. RESULTS: This study found a negative correlation between optimism and craving intensity. Elevated optimism scores correlated with substantially reduced levels of both tonic (ß = -0.31, p < 0.001) and cue-induced (ß = -0.29, p < 0.001) cravings. Age was a significant moderator of the relationship between optimism and craving such that as individuals age, the potency of optimism in mitigating cravings gradually attenuates (interaction for tonic craving: ß = 0.06, p < 0.001; interaction for cue-induced craving: ß = 0.05, p < 0.001). Reflected in the fact that in older individuals' cravings tended to converge toward lower or moderate levels, regardless of their optimism scores. CONCLUSIONS: By delineating the contemporaneous association between high optimism and lower cravings, the study suggests that interventions aimed at fostering optimism may represent an avenue to improve the effectiveness of SUD treatment, especially in emerging adults.

Sleep Disruption Moderates the Daily Dynamics of Affect and Pain in Sickle Cell Disease.

Persons with sickle cell disease (SCD) often experience pain that can interfere with quality of life and daily activities. Pain can modulated by affect and sleep continuity; however, few studies have explored how these factors complementarily influence pain in adults with SCD. The study aims were to investigate 1) whether pain levels were heightened on days characterized by low positive affect and high negative affect, and 2) whether the relationship between affect and pain was intensified following nights of disrupted sleep. Adults with SCD (N = 25) completed ecological momentary assessments and daily sleep diaries. Mixed models were used to analyze the main and interactive effects of daily affect (positive affect and negative affect) and sleep disruption (wake after sleep onset and frequency of awakenings) on both daily average pain and daily maximum pain. Results suggested that daily average pain and maximum pain tended to be higher on days of low positive affect and high negative affect. Furthermore, the frequency of nocturnal awakenings moderated the relationship between positive affect and pain. On days where there were higher frequencies of nocturnal awakenings, low positive affect was associated with both average and maximum pain; however, this association was not observed with lower frequencies of nocturnal awakenings. The association between negative affect and maximum pain was also stronger at higher levels of awakenings. Results highlight the relevance of adjunctive interventions that target affect among populations with SCD and further suggest that sleep continuity may further facilitate these interventions, highlighting the importance of multimodal treatments. PERSPECTIVE: This study examined the effects of affect and sleep on pain among adults with sickle cell disease (SCD). Higher pain occurred on days of low positive affect and high negative affect, particularly following nights of more frequent awakenings. These findings emphasize the importance of addressing affect and sleep in SCD treatment.

Naloxone Knowledge and Attitudes Towards Overdose Response Among Family Members of People who Misuse Opioids.

Providing family members of individuals with opioid use disorders (OUD) naloxone is a cost-effective way to prevent overdose deaths. However, misconceptions and negative attitudes towards naloxone hinder family engagement with naloxone programs. This study examines factors associated with knowledge and attitudes toward naloxone among adults with close family members who misused opioids. Adults with family members (parent, step-parent, child, spouse, sibling, or step-sibling) who misused opioids (N = 299) completed a web-based survey. Participants were recruited through treatment providers, community groups, and social media. Surveys assessed naloxone knowledge, attitudes toward overdose response, demographics, completion of naloxone training, attitude toward medications for OUD, and family members' overdose history. Multiple regression was used to identify factors associated with naloxone knowledge (Model 1) and attitudes toward overdose response (Model 2). A graduate degree (B = .35, p < .003) and a history of overdose (B = 0.21, p = .032) were associated with greater naloxone knowledge. Age (B = .11, p < .001), race/ethnicity (B = -1.39, p = .037), naloxone training (B = 2.70, p < .001), and more positive attitude toward medications for OUD (B = 1.50, p = .003) were associated with attitudes toward overdose response. Family members are potential allies in reducing drug overdose deaths, and families may need broader education about naloxone. Awareness of previous overdose was associated with greater naloxone knowledge. Findings related to race/ethnicity suggest the need to reach family members of minoritized racial groups to provide access to naloxone training. Findings point to where education and distribution efforts may focus on increasing knowledge and improving attitudes among those closest to people with OUD.

Increases in primary opioid use disorder diagnoses co-occurring with anxiety or depressive disorder diagnoses in mental health treatment in the United States, 2015-2019.

BACKGROUND: Opioid use disorders (OUDs) often co-occur with anxiety and depressive disorders. While the proportion of mental health (MH) treatment facilities providing substance use treatment has increased, the proportion of these facilities able to simultaneously treat MH and substance use decreased. This warrants investigation into the integrated treatment needs of persons with a primary OUD diagnosis treated in MH treatment facilities. METHODS: Using the Mental Health Client Level Data, we examined a sample of N = 83,975 adults with OUD as their primary diagnosis who received treatment from a MH treatment facility in the United States from 2015 to 2019. Joinpoint regression was used to examine annual trends of the number of individuals with co-occurring anxiety or depression diagnoses. RESULTS: Most of the sample were men (53.7%) and received treatment in a community-based program (93.3%). Approximately 17% of the sample had either an anxiety or depressive disorder diagnosis. Approximately 9% of our sample had an anxiety disorder diagnosis, and 10% had a depressive disorder diagnosis. An increase in the number of individuals with a co-occurring anxiety disorder diagnosis from 2015 to 2019 was identified (annual percent change (APC) = 61.4; 95% confidence interval (CI) = [10.0, 136.9]; p =.029). An increase in the number of individuals with a co-occurring depressive disorder diagnosis from 2015 to 2019 was identified (APC = 39.0; 95% CI = [7.4; 79.9]; p =.027). CONCLUSIONS: This study highlights increases in adults receiving MH treatment for OUD having co-occurring anxiety or depression diagnoses, furthering the importance of integrated dual disorder treatment.

Binge Drinking and Cannabis Use among Transgender and Gender-Diverse Young Adults in Michigan.

Substance use rates are higher among transgender and gender-diverse people than cisgender people. Rates of substance use are also higher among young adults compared with other age groups. However, little research examines substance use among transgender and gender-diverse young adults. This study examines factors associated with binge drinking and cannabis use among transgender and gender-diverse young adults in Michigan. Participants (N = 78; ages 18-25) completed an online survey that included demographics and substance use and related characteristics. Race, stimulant misuse, and sedative misuse were associated with more frequent binge drinking. Older age and past-year pain reliever misuse were associated with less frequent cannabis use. Past-year stimulant use and using cannabis alone were associated with more frequent cannabis use. These findings suggest that additional marginalized identities may increase the risk for maladaptive substance use. Future research should examine substance use behaviors and correlates to inform interventions among this population.

The impact of opioid-stimulant co-use on tonic and cue-induced craving.

The twin opioid-stimulant epidemics have led to increased overdose deaths and present unique challenges for individuals entering treatment with opioid-stimulant polysubstance use. This study examined tonic and cue-induced craving as a primary outcome among persons in substance use treatment who reported primary substances of opioids, methamphetamine, or cocaine. The sample consisted of 1974 individuals in 55 residential substance-use treatment centers in the United States in 2021. Weekly surveys were delivered via a third-party outcomes tracking system, including measures of tonic and cue-induced craving. Initial comparisons on tonic and cue-induced craving were made among those who primarily used opioids, cocaine, or methamphetamine. Further, the effect of opioid/stimulant polysubstance use on tonic and cue-induced craving was evaluated using marginal effect regression models. Primary methamphetamine use was associated with decreased tonic craving compared to primary opioid use (ß = -5.63, p < 0.001) and primary cocaine use was also associate with decreased tonic craving compared to primary opioid use (ß = -6.14, p < 0.001). Primary cocaine use was also associated with lower cue-induced cravings compared to primary opioid use (ß = -0.53, p = 0.037). Opioid-methamphetamine polysubstance use was associated with higher tonic craving (ß = 3.81, p = <0.001) and higher cue-induced craving (ß = 1.55, p = 0.001); however, this was not the case for opioid-cocaine polysubstance use. The results of this study indicate that individuals who primarily use opioids and have secondary methamphetamine use experience higher cue-induced and tonic-induced craving, suggesting that these individuals may benefit from additional interventions that target craving and mitigate relapse risk and other negative sequelae.

Latent patterns of sleep disturbance, pain impact, and depressive symptoms in residential substance use treatment.

AIM: Sleep disturbance, clinically significant pain, and depressive symptoms commonly occur together among individuals with substance use disorders. The purposes of the present study were to 1) identify subgroups of individuals with heterogenous patterns of pain, sleep disturbance, and depressive symptoms, and 2) identify demographic and clinical correlates of profile membership. MATERIAL AND METHODS: The present study assessed a sample (N = 8621) of individuals seeking residential substance use treatment in 2020 and 2021 in the United States. We examined whether unique sub-groups could be identified based on patterns of sleep disturbance, pain impact, and depressive symptoms during the first four weeks of treatment, using longitudinal latent profile analysis. Next, we explored demographic, substance use, and clinical correlates (i.e., distress intolerance) of profile membership, as well as whether profile membership was associated with treatment attrition. RESULTS: The identified classes were: 1) Low sleep disturbance, pain impact, and depressive symptoms, 2) High pain, remitting depressive symptoms, and mild sleep disturbance, 3) High depressive symptoms, low pain, and remitting sleep disturbance, and 4) High sleep disturbance, pain impact, and depressive symptoms. Individuals with high pain, depressive symptoms, and sleep disturbance were more likely to be older, use opioids as their primary substance, have high distress intolerance, and discontinue treatment. CONCLUSION: Results highlight the importance of comprehensive care and management of physical health conditions, particularly among older adults. Further, results highlight that distress intolerance may be a modifiable risk factor for co-occurring sleep disturbance, pain impact, and depressive symptoms.

Patterns of demoralization and anhedonia during early substance use disorder treatment and associations with treatment attrition.

BACKGROUND: Although depressive symptoms represent a promising therapeutic target to promote recovery from substance use disorders (SUD), heterogeneity in their diagnostic presentation often hinders the ability to effectively tailor treatment. We sought to identify subgroups of individuals varying in depressive symptom phenotypes (i.e., demoralization, anhedonia), and examined whether these subgroups were associated with patient demographics, psychosocial health, and treatment attrition. METHODS: Patients (N = 10,103, 69.2 % male) were drawn from a dataset of individuals who presented for admission to SUD treatment in the US. Participants reported on their demoralization and anhedonia approximately weekly for the first month of treatment, and on their demographics, psychosocial health, and primary substance at intake. Longitudinal latent profile analysis examined patterns of demoralization and anhedonia with treatment attrition as a distal outcome. RESULTS: Four subgroups of individuals emerged: (1) High demoralization and anhedonia, (2) Remitting demoralization and anhedonia, (3) High demoralization, low anhedonia, and (4) Low demoralization and anhedonia. Relative to the Low demoralization and anhedonia subgroup, all the other profiles were more likely to discontinue treatment. Numerous between-profile differences were observed with regard to demographics, psychosocial health, and primary substance. LIMITATIONS: The racial and ethnic background of the sample was skewed towards White individuals; future research is needed to determine the generalizability of our findings to minoritized racial and ethnic groups. CONCLUSIONS: We identified four clinical profiles that varied in the joint course of demoralization and anhedonia. Findings suggest specific subgroups might benefit from additional interventions and treatments that address their unique mental health needs during SUD recovery.

Predictors of Suicidal Ideation During Residential Substance Use Treatment.

Background: Individuals with substance use disorders (SUDs) and co-occurring chronic health and/or psychiatric conditions face unique challenges in treatment and may be at a greater risk for suicidal ideation relative to persons with SUD alone.Methods: In a sample of individuals entering residential SUD treatment in 2019 and 2020 (N = 10,242), we tested adjusted and unadjusted associations between suicidal ideation and (1) psychiatric symptoms and (2) chronic health conditions at treatment intake and during treatment using logistic and generalized logistic models.Results: Over a third of the sample endorsed suicidal ideation at intake, though the prevalence of suicidal ideation decreased during treatment. In both adjusted and unadjusted models, individuals who reported past-month self-harm, those who reported a lifetime suicide attempt, and individuals who screened positive for co-occurring anxiety, depression, and/or posttraumatic stress disorder were at elevated risk of endorsing suicidal ideation at intake and during treatment (P values < .001). In unadjusted models, chronic pain (odds ratio [OR] = 1.51, P < .001) and hepatitis C virus (OR = 1.65, P < .001) were associated with an elevated risk for suicidal ideation at intake, and chronic pain was associated with elevated risk for suicidal ideation during treatment (OR = 1.59, P < .001).Conclusions: Increasing accessibility to integrated treatments (ie, those that address psychiatric and chronic health conditions) for patients experiencing suicidal ideation may be beneficial in residential SUD treatment settings. Developing predictive models to identify those most at risk of suicidal ideation in real time remains a relevant direction for future work.

Patterns of polysubstance use and clinical comorbidity among persons seeking substance use treatment: An observational study.

INTRODUCTION: Polysubstance use is common among individuals seeking treatment for substance use disorders (SUD). However, we know less about patterns and correlates of polysubstance use among treatment-seeking populations. The current study aimed to identify latent patterns of polysubstance use and associated risk factors in persons entering SUD treatment. METHODS: Patients (N = 28,526) being admitted for substance use treatment reported on their use of thirteen substances (e.g., alcohol, cannabis, cocaine, amphetamines, methamphetamines, other stimulants, heroin, other opioids, benzodiazepines, inhalants, synthetics, hallucinogens, and club drugs) in the month before treatment and prior to the month before treatment. Latent class analysis (LCA) determined the relationship between class membership and gender, age, employment status, unstable housing, self-harm, overdose, past treatment, depression, generalized anxiety disorder, and/or post-traumatic stress disorder (PTSD). RESULTS: Identified classes included: 1) Alcohol primary, 2) Moderate probability of past-month alcohol, cannabis, and/or opioid use; 3) Alcohol primary, Lifetime cannabis and cocaine use; 4) Opioid primary, Lifetime use of alcohol, cannabis, hallucinogens, club drugs, amphetamines, and cocaine; 5) Moderate probability of past-month alcohol, cannabis, and/or opioid use, Lifetime use of various substances; 6) Alcohol and cannabis primary, Lifetime use of various substances; and 7) High past-month polysubstance use. Individuals who engaged in past-month polysubstance use attended to face elevated risk of screening positive for recent unstable housing, unemployment, depression, anxiety, PTSD, self-harm, and overdose. CONCLUSIONS: Current polysubstance use is associated with significant clinical complexity. Tailored treatments that reduce harms resulting from polysubstance use and related psychiatric comorbidity may improve treatment outcomes in this population.

Exploring potential moderators of depressive symptoms and treatment outcomes among patients with opioid use disorder.

BACKGROUND: Depressive symptoms are common in patients seeking medication treatment for opioid use disorder (MOUD treatment) and decrease quality of life but have been inconsistently related to opioid treatment outcomes. Here, we explore whether depressive symptoms may only be related to adverse treatment outcomes among individuals reporting high opioid use-related coping motives (i.e., use of opioids to change affective states) and high trait impulsivity, two common treatment targets. METHODS: Patients seeking MOUD treatment (N = 118) completed several questionnaires within two weeks of their treatment intake. Treatment outcomes (opioid-positive urine screens and days retained in treatment) were extracted from treatment records. Moderation analyses controlling for demographic characteristics and main effects were conducted to explore interaction effects between depressive symptoms and two distinct moderators. RESULTS: Depressive symptoms were only related to opioid use during early treatment among patients reporting high opioid use-related coping motives (B = 2.67, p =.004) and patients reporting high trait impulsivity (B = 2.01, p =.039). Further, depressive symptoms were only inversely related to days retained among individuals with high opioid use-related coping motives (B = -10.12, p =.003). CONCLUSIONS: Individuals presenting to treatment with opioid-related coping motives and/or impulsivity in the context of depressive symptoms may confer unique risk for adverse treatment outcomes. Clinicians may wish to consider these additive risk factors when developing their treatment plan.