A Dynamic Spatial Factor Model to Describe the Opioid Syndemic in Ohio.

BACKGROUND: The opioid epidemic has been ongoing for over 20 years in the United States. As opioid misuse has shifted increasingly toward injection of illicitly produced opioids, it has been associated with HIV and hepatitis C transmission. These epidemics interact to form the opioid syndemic. METHODS: We obtain annual county-level counts of opioid overdose deaths, treatment admissions for opioid misuse, and newly diagnosed cases of acute and chronic hepatitis C and newly diagnosed HIV from 2014 to 2019. Aligned with the conceptual framework of syndemics, we develop a dynamic spatial factor model to describe the opioid syndemic for counties in Ohio and estimate the complex synergies between each of the epidemics. RESULTS: We estimate three latent factors characterizing variation of the syndemic across space and time. The first factor reflects overall burden and is greatest in southern Ohio. The second factor describes harms and is greatest in urban counties. The third factor highlights counties with higher than expected hepatitis C rates and lower than expected HIV rates, which suggests elevated localized risk for future HIV outbreaks. CONCLUSIONS: Through the estimation of dynamic spatial factors, we are able to estimate the complex dependencies and characterize the synergy across outcomes that underlie the syndemic. The latent factors summarize shared variation across multiple spatial time series and provide new insights into the relationships between the epidemics within the syndemic. Our framework provides a coherent approach for synthesizing complex interactions and estimating underlying sources of variation that can be applied to other syndemics.

Gaps in Evidence-based Treatment of Concurrent Attention Deficit Hyperactivity Disorder and Opioid Use Disorder: A Scoping Review.

OBJECTIVES: To describe the effectiveness of medications for the treatment of opioid use disorder (OUD) and attention deficit/hyperactivity disorder (ADHD). DATA SOURCES: Literature search of PubMed, Embase, Web of Science, CINAHL, Medline, PsycINFO, and Google Scholar was performed for studies published from inception to October 25, 2022. STUDY SELECTION AND DATA EXTRACTION: Studies were included if patients were diagnosed with OUD and ADHD and had pharmacotherapy for either condition. Abstracts, commentaries, reviews, case reports, case series, non-English articles, and animal studies were omitted. DATA SYNTHESIS: This review found 18 studies. Treatment of ADHD was evaluated for impact on ADHD and OUD outcomes, while treatment of OUD was evaluated for OUD-related outcomes. Outcomes assessed included markers for symptom intensity, adherence, and treatment failure. While results were mixed, treatment of ADHD was largely associated with improvements in ADHD severity and retention in OUD treatment programs. ADHD severity was associated with higher rates of illicit substance abuse and worse OUD-related outcomes. It could not be determined which medications for treatment of OUD should be prioritized. RELEVANCE TO PATIENT CARE AND CLINICAL PRACTICE: This review summarized key findings from studies that treated ADHD or OUD among dually diagnosed patients and highlighted methodological considerations for future research. CONCLUSIONS: Treatment of ADHD is warranted among patients with OUD and ADHD to improve retention in OUD treatment programs and reduce illicit substance abuse. Pharmacotherapy for the treatment of ADHD or OUD should continue to be determined based on patients' characteristics and the capabilities of the treatment program.

Omega-3 fatty acids and autonomic function in adolescents with anorexia: A randomized trial.

OBJECTIVES: Patients with anorexia nervosa (AN) have autonomic nervous system (ANS) dysfunction as measured by heart rate variability (HRV). Omega-3 fatty acids may improve heart rate regulation. Our aim was to describe ANS response to a mid-day meal in adolescent females with AN in a 12-week treatment program, randomized to receive either omega-3 supplements or placebo. METHODS: This pilot study was a longitudinal, double-blind, randomized controlled trial. Each group was subdivided into an acutely ill cohort and a chronically ill cohort. Linear and non-linear measures of slope, mean, and pre/post-meal changes in HRV were measured at baseline, 6 weeks, and 12 weeks. RESULTS: Twenty-four women (n = 12 placebo; n = 12 omega-3) were enrolled. By program end, the acute omega-3 group alone showed no change in any pre-meal slope. Acute and chronic omega-3 groups, but not placebo groups, demonstrated physiologically expected post-meal heart rate increases at 12 weeks. For all measures at 6 and 12 weeks, the chronic placebo and omega-3 groups had smaller physiologic responses to the meal compared with the acute groups. CONCLUSIONS: Participation in a 12-week partial hospitalization program may improve autonomic function in response to mealtime, with possible additional benefit from omega-3 PUFA, particularly in those with acute illness. IMPACT: Autonomic function with meals improves with a 12-week partial hospitalization program in adolescent females with anorexia nervosa. Omega-3 polyunsaturated fatty acids may improve autonomic function, especially in adolescent females with acute forms of anorexia nervosa. Longer duration of illness in adolescent females with anorexia nervosa is associated with blunted autonomic response to meals.

Flexibly modeling age trends in the prevalence of co-occurring patterns of substance use and mental health disorders using time-varying effects and latent class analysis.

Background: Substance use disorders (SUDs) and mental health disorders may change and co-occur in complex patterns across adult ages, but these processes can be difficult to capture with traditional statistical approaches.Objective: To elucidate disorder prevalence and comorbidities across adult ages by using time-varying effect models (TVEMs), latent class analysis (LCA), and modeling latent class prevalences as complex functions of age.Methods: Data were drawn from participants who are 18-65 years old in the National Epidemiologic Survey on Alcohol and Related Conditions III (n = 30,999; 51% women) and a subsample who reported a past-year post-traumatic stress disorder (PTSD), mood, anxiety, or SUD based on DSM-5 diagnoses (n = 11,279). TVEM and LCA were used to examine age trends and comorbidity patterns across ages.Results: SUD prevalence peaked at age 23 (31%) and decreased thereafter, while mental health disorder prevalence was stable (20%-26% across all ages). The prevalence of five classes of individuals based on specific combinations of mental health and SUDs varied by age: the Alcohol Use Disorder class had the highest prevalence at age 26, whereas the Mood and Anxiety Disorder classes peaked around age 63. Interestingly, the Poly-Disorder class prevalence was greatest at age 18 but decreased sharply across young adulthood; however, the prevalence of the other high comorbidity class, PTSD with Mood or Anxiety Disorder, remained fairly constant across age, peaking at age 44.Conclusions: Multimorbid mental health disorders (excluding SUDs) persist in prevalence across adult ages. LCA, TVEM, and their integration together hold substantial potential to advance addiction research.

Rapid refeeding does not worsen anxiety in adolescents with anorexia nervosa: a pilot study.

The study aimed to describe the progression of state anxiety in adolescents with anorexia nervosa (AN) hospitalized on a high calorie refeeding (HCR) protocol. Participants, 12-21 years, admitted for malnutrition due to AN were placed on a HCR protocol in which calories were advanced by 300 kcal/day. The State-Trait Anxiety Inventory for Children (STAIC) was given to participants within 24 hours of hospitalization and the state anxiety component of the STAIC was administered daily immediately before and after breakfast until discharge. Of 22 patients enrolled, 86% were female, mean age was 14.9 ± 2.0 years, and 95% had AN-restrictive type. The median state and trait anxiety scores at time of admission were 37.0 (28-55) and 35.5 (23-51), respectively. There was no significant difference in median pre-meal state anxiety from hospital day 1 to 6 (34.0(26-55) vs. 38.5(25-55), p-value = 0.079) or in median post-meal state anxiety from hospital day 1 to 6 (35.5(29-56) vs. 37(24-56), p-value = 0.484). Similarly, we found minimal correlation between change in caloric intake and change in pre-meal S-anxiety (Spearman correlation coefficient = -0.032) or post-meal S-anxiety (Spearman correlation = 0.032). While this was a small sample observing anxiety over one week, we found no evidence that state anxiety increased with advancing calories, providing additional support for the use of more rapid refeeding protocols.

Expedited Partner Therapy in Female Adolescents: A Study of Acceptance and the Impact on Reinfection Rates.

BACKGROUND: Given the high risk of sexually transmitted infections (STIs) in adolescents and young adults (AYAs), this study evaluated expedited partner therapy (EPT) acceptance and STI reinfection rates in female AYA before and after availability of EPT. METHODS: The pre-EPT cohort was a 3-year (November 2012 to November 2015) retrospective chart review of female AYA positive for Chlamydia trachomatis (CT) and/or Trichomonas vaginalis (TV) before introduction of EPT. An EPT protocol for CT and TV infections was implemented after legalization in Ohio in 2016. The post-EPT cohort was a prospective review of patients positive for CT and TV for 2 years (5/2016-5/2018) after EPT introduction. We evaluated EPT acceptance and compared reinfection rates (positive test 1-6 months after initial infection) in the pre-EPT versus post-EPT cohorts and by EPT acceptance. RESULTS: Among patients offered EPT, 28% (67/237) with CT and 25% (24/97) with TV accepted EPT. There were no significant differences in the reinfection rates for CT or TV in the pre-EPT versus post-EPT cohorts (CT: 24% (57/240) vs 20% (38/192), P = 0.42; TV: 23% (22/97) versus 14% (12/87), P = 0.11). Although lower, reinfections rates were not significantly different among patients who accepted versus did not accept EPT (CT, 13% (6/48) vs 21% (23/110), P = 0.50 and TV, 6% (1/18) vs 18% (9/49), P = 0.69). CONCLUSIONS: Despite the implementation of an EPT protocol, STI reinfection rates among female AYA remained high, and many declined EPT. Further research is needed to identify barriers to the provision and acceptance of EPT and ways to address these factors.

Impact of Office-based Opioid Treatment on Emergency Visits and Hospitalization in Adolescents with Opioid Use Disorder.

OBJECTIVE: To determine if engagement in office-based opioid treatment decreases emergency department, urgent care visits, and hospitalizations for acute opioid-related events (OREs) among adolescents with opioid use disorder. STUDY DESIGN: This retrospective cohort study identified all emergent and outpatient visits among adolescents, age 10-19 years, referred for office-based opioid treatment between January 1, 2006 and December 31, 2016. Patients were dichotomized into 2 cohorts: those who did and did not engage in office-based opioid treatment. The primary end point was the difference in the proportion of visits over the study period for acute OREs between cohorts and within the office-based opioid treatment cohort before and after referral. Secondary end points assessed change in the proportion of outpatient visits for treatment unrelated to opioid use disorder. RESULTS: Four hundred five emergent and outpatient visits were identified: 285 (70.4%) in the office-based opioid treatment cohort and 120 (29.6%) in the non-office-based opioid treatment cohort. After office-based opioid treatment engagement, 27.8% of visits in the office-based opioid treatment cohort were for acute OREs vs 80.8% in the non-office-based opioid treatment cohort (OR, 0.092; 95% CI, 0.052-0.160; P < .001). Outpatient visits in the office-based opioid treatment cohort were 10.9 times that of non-office-based opioid treatment (OR, 10.9; 95% CI, 6.23-19.16; P < .001). Within the office-based opioid treatment cohort, emergent visits decreased from 76.1% to 27.8% (OR, 0.121; 95% CI, 0.070-0.210; P < .001) and the odds of outpatient services was 8.3 times more after engagement (OR, 8.27; 95% CI, 4.78-14.4, P < .001). CONCLUSIONS: The absolute decrease in emergent visits for acute OREs was 53% in adolescents engaged in office-based opioid treatment, representing a relative decrease of 65.6% compared with adolescents not engaged. An analysis of visits before and after office-based opioid treatment demonstrated similar decreases, suggesting that office-based opioid treatment has a significant impact in decreasing acute OREs in the adolescent population.

Administration of Exogenous Hormones and the Implications for Cigarette Smoking-Related Behaviors.

PURPOSE OF REVIEW: Preclinical evidence indicates progesterone and estrogen influence drug-taking behaviors, including nicotine/tobacco. However, clinical research on this relationship is less clear. This lack of clarity may be due to measuring naturally occurring endogenous hormones to examine this relationship, which introduces substantial error. Therefore, the goal of this review is to examine the link between the delivery of exogenous hormones and cigarette smoking-related behavior. RECENT FINDINGS: Exogenous progesterone may have favorable effects on cognition, symptomatology, consumption, and smoking cessation. Hormonal replacement therapy does not have a clear relationship with smoking-related behaviors. Oral contraceptive use may have adverse effects on stress response, nicotine metabolism, and symptomatology. Additional research is needed to explore how the administration of exogenous hormones may (a) strengthen research methodology on this topic, (b) enhance our understanding of the role of progesterone/estrogen on smoking-related behaviors, and (c) improve smoking cessation outcomes.

Diagnosis and Treatment of Polycystic Ovary Syndrome in Adolescent Females.

The diagnosis of polycystic ovary syndrome (PCOS) in adolescents is complicated by the overlap of normal puberty with features of PCOS. To address this difficulty, recent diagnostic guidelines have worked to modify adult diagnostic criteria for use in adolescents. These guidelines stress that a definitive diagnosis of PCOS is not needed to initiate treatment. Deferring diagnosis, while providing symptom treatment and regular follow-up, is one recommended option. Treatment options for PCOS should be individualized to the presentation, needs, and preferences of each patient. The goals of treatment are to improve the quality of life and long-term health outcomes.

Home induction and outpatient treatment of kratom use disorder with buprenorphine-naloxone: A case report in a young adult.

Background: The use of the natural product, kratom, has increased significantly in recent years. The active compounds in kratom have been shown to produce both opioid and stimulant-like effects. While kratom is marketed as a safe, non-addictive method to treat pain and opioid withdrawal, there have been reports demonstrating that kratom is physiologically addictive and linked to overdose deaths. A limited number of case-reports are available describing treatment of kratom use disorder in middle-aged adults, generally in the context of chronic pain and in inpatient settings. Our case is unique in that we describe outpatient treatment of kratom use disorder in a young adult with comorbid attention deficit hyperactivity disorder (ADHD) and in the absence of chronic pain. Case: A 20-year-old college student with ADHD presented to an office-based opioid agonist treatment clinic (OBOT) for treatment of kratom use disorder. He was unable to attend inpatient or residential substance use treatment due to work and school obligations. Additionally, he had stopped taking his prescribed stimulant due to cardiac side effects. The OBOT team successfully initiated buprenorphine-naloxone (BUP/NAL) sublingual films via home induction to treat his kratom use disorder. The patient is being monitored monthly with plans to slowly taper his BUP/NAL dose as tolerated. Discussion: We present a case of a young adult male with kratom use disorder, complicated by a diagnosis of ADHD, successfully treated with BUP/NAL via home induction. The patient is currently kratom-free, reports improved mood and sleep patterns since initiating BUP/NAL, and is able to once again tolerate his ADHD stimulant medication. Healthcare providers should be aware of the use of kratom and consider utilizing BUP/NAL to treat dependence to this botanical drug.

A Latent Spatial Factor Approach for Synthesizing Opioid-Associated Deaths and Treatment Admissions in Ohio Counties.

BACKGROUND: Opioid misuse is a major public health issue in the United States and in particular the state of Ohio. However, the burden of the epidemic is challenging to quantify as public health surveillance measures capture different aspects of the problem. Here, we synthesize county-level death and treatment counts to compare the relative burden across counties and assess associations with social environmental covariates. METHODS: We construct a generalized spatial factor model to jointly model death and treatment rates for each county. For each outcome, we specify a spatial rates parameterization for a Poisson regression model with spatially varying factor loadings. We use a conditional autoregressive model to account for spatial dependence within a Bayesian framework. RESULTS: The estimated spatial factor was highest in the southern and southwestern counties of the state, representing a higher burden of the opioid epidemic. We found that relatively high rates of treatment contributed to the factor in the southern part of the state, whereas relatively higher rates of death contributed in the southwest. The estimated factor was also positively associated with the proportion of residents 18-64 years of age on disability and negatively associated with the proportion of residents reporting white race. CONCLUSIONS: We synthesized the information in the opioid-associated death and treatment counts through a spatial factor model to estimate a latent factor representing the consensus between the two surveillance measures. We believe this framework provides a coherent approach to describe the epidemic while leveraging information from multiple surveillance measures.

A pilot randomized controlled trial of omega-3 fatty acid supplementation for the treatment of anxiety in adolescents with anorexia nervosa.

OBJECTIVE: To evaluate the effectiveness and tolerability of omega-3 polyunsaturated fatty acid (PUFA) supplementation for treatment of trait anxiety among adolescent females with restrictive anorexia nervosa (AN). METHOD: A pilot double-blind, placebo-controlled randomized trial of adolescent females with AN (N = 24) entering Partial Hospitalization Program (PHP) from January 2015 to February 2016. Participants were randomized to four daily PUFA (2,120 mg eicosapentaenoic acid/600 mg docosohexaenoic acid) or placebo capsules for 12 weeks. A 9-item questionnaire of side effect frequency assessed medication tolerability. The Beck Anxiety Inventory-Trait measured anxiety at baseline, 6, and 12 weeks. Linear mixed models evaluated associations between randomization group and study outcomes. Twenty-two and 18 participants completed 6 and 12 weeks of data collection, respectively. RESULTS: Medication side effect scores were low and were not significantly different between randomization groups at Week 6 (p = .20) or 12 (p = .41). Mean trait anxiety score significantly (p < .01) decreased from baseline to 12 weeks in both groups, and the rate of change over the course of time did not differ between omega-3 PUFA and placebo groups (p = .55). CONCLUSION: Omega-3 PUFA supplementation was well tolerated in adolescent females with AN. Although power to detect differences was limited, we found no evidence that omega-3 PUFA benefited anxiety beyond nutritional restoration.

Healthcare Barriers and Utilization Among Adolescents and Young Adults Accessing Services for Homeless and Runaway Youth.

Homeless and runaway youth are at disproportionate risk for adverse health outcomes. Many barriers to accessing healthcare have been documented; however, the relative impact of discrete barriers on homeless youth healthcare utilization behavior is not firmly established. We administered a survey examining reported barriers and healthcare utilization among adolescents and young adults accessing services at three community centers for homeless and runaway youth. Of 180 respondents, 57 % were male, 80 % non-White, and 21 % identified as a sexual minority. Stepwise logistic regression models, controlling for age and study site, explored associations between barriers and 3 healthcare utilization outcomes (doctor visit in past 12 months; regular care provider; frequent emergency department (ED) visits). The most commonly reported barriers were "don't have a ride" (27.2 %), "no insurance" (23.3 %), and "costs too much" (22.8 %). All fear-based barriers (e.g., "I don't trust the doctors") were reported by <5 % of surveyed youth. Significant predictors of having seen a doctor in the past 12 months included sexual minority status (OR 2.8, p = 0.04) and possession of health insurance (OR 4.9, p < 0.001). Female sex (OR 5.2, p < 0.001) and reported external barriers other than health insurance (OR 0.2, p < 0.001) were associated with having a regular care provider. Fear-based concerns were associated (OR 3.8, p = 0.02) with frequent ED visits, as was being insured (OR 2.2, p = 0.03). These results underscore the need to clearly define healthcare outcomes when investigating barriers to care among homeless and runaway youth as the impact of discrete barriers varies depending on outcome of focus.

Statewide opioid prescriptions and the prevalence of adolescent opioid misuse in Ohio.

BACKGROUND: Little is known about the relationship between opioid prescribing practices and the prevalence of adolescent opioid misuse. OBJECTIVE: To examine the relationships between both opioid prescriptions filled by adolescents and adults and adolescents seeking treatment for opioid misuse in Ohio. METHODS: Analyses of large statewide databases from 2008 to 2012, including all 88 counties in Ohio. The Ohio Board of Pharmacy provided data regarding prescription opioids filled by adolescents (12-20 years, N = 50,030,820 doses) and adults (>20 years, N = 3,811,288,395 doses) by county of residence. The Ohio Department of Mental Health and Drug Addiction Services provided annual treatment admissions for adolescent opioid misuse by county of residence (N = 6446). RESULTS: Adults filled prescriptions for nearly 100 oral opioid doses per capita annually, while adolescents filled prescriptions for approximately 7 oral opioid doses per capita annually. In Bayesian Poisson modeling examining the effect of annual adult per capita dose on adolescent treatment admissions, adjusted for annual adolescent per capita dose and year, an increase of one in the annual adult per capita opioid dose resulted in an increase of 1.3% (RR = 1.013, 95% HPD CI = [1.008, 1.017]) in the rate of adolescent treatment admissions. This association corresponds to a 99.99% chance that the adolescent treatment rate increases when the annual per capita adult dose is increased by one unit. CONCLUSION: The amount of opioids filled by adults in Ohio, although relatively stable from 2008 to 2012, is approximately 13 times that filled by adolescents and is significantly associated with adolescents seeking treatment for opioid misuse. Efforts to decrease adolescent opioid misuse should also focus on reducing adult opioid prescriptions.

Polycystic ovary syndrome in adolescents: a review of past year evidence.

PURPOSE OF REVIEW: Despite the fact that polycystic ovary syndrome (PCOS) is a common disorder, much remains unknown or controversial regarding the cause, diagnosis, and management of this disorder, particularly in adolescents where normal pubertal events can overlap with the PCOS phenotype. RECENT FINDINGS: We put forth a critical assessment of recent literature on PCOS in adolescents, with particular focus on new information regarding the pathogenesis, diagnosis, associated morbidities, and management. SUMMARY: Although the evidence is increasing, there is still a critical need for large, prospective studies of adolescents with PCOS. Given the current level of evidence, a definitive diagnosis of PCOS is not necessary to effectively identify and treat manifestations of this syndrome in adolescents. Currently, ovarian imaging is not recommended in the diagnostic evaluation of PCOS in adolescents until high-quality data for defining polycystic ovarian morphology are available in this age group. Weight loss remains the safest and most effective treatment option for obese or overweight adolescents with PCOS. Clinicians should be mindful of the significant associated psychological morbidity and effectively screen and manage these conditions in adolescents with manifestations of PCOS.

Mobile Application Measurement of Menstrual Cycle Characteristics and Their Association with Dysmenorrhea and Activity Limitation in Early Adolescents.

OBJECTIVE: Real-time tracking of menstrual bleeding is a barrier to research due to limitations with traditional data collection tools. This prospective cohort study utilized a mobile application (TDot app) in young adolescents aged 10-14 years to assess the relationship between heavy menstrual bleeding (HMB), dysmenorrhea, and activity limitation. METHODS: Menstrual cycles were captured over six months in real-time using the Pictorial Blood loss Assessment Chart (PBAC). A median PBAC score of >100 was used to identify participants with HMB. Participants also completed a modified WaLIDD (Working ability, Location, Intensity, Days of pain, Dysmenorrhea) scale. Impact of menses on daily activities was collected for each cycle. RESULTS: A total of 160 participants enrolled and 100 (63%) participants with ≥3 cycles recorded in the mobile app were analyzed. HMB was noted in 41% of participants. Median modified WaLIDD score was significantly higher in participants with HMB than those without HMB (p=0.01). No significant differences were found in activity limitations between participants with and without HMB (p=0.34). Median modified WaLIDD score for participants with activity limitation was significantly higher than those without activity limitation (p=0.01). CONCLUSION: Utilizing mobile app technology, we were able to gather real-time menstrual outcome data from young adolescents on heaviness of flow, dysmenorrhea and activity limitations. While we did not find that patients with HMB were more likely to have activity limitations, we did find that those with limitations had modestly higher dysmenorrhea scores. Future studies should focus on identifying additional variables that impact activity limitation during menstruation.

Comprehensive transition of care for polycystic ovary syndrome from adolescence to adulthood.

Polycystic ovary syndrome (PCOS) is a lifelong chronic condition that affects one in ten females and can be diagnosed in adolescence. As adolescents with PCOS transition to adulthood, counselling for lifestyle management and mental health concerns often transition from involving the family unit to increasingly individual-focused approaches. PCOS is associated with a large range of comorbidities affecting reproductive, metabolic, dermatological, and psychological health. The diagnosis and comorbidities of PCOS are influenced by pubertal hormones and need to be reassessed continuously to ensure that treatment remains appropriate for age and development. As young patients grow up, personal concerns often change, especially in relation to reproductive management. In this Review, we present prevalence rates, screening tools, and treatment recommendations for PCOS-related conditions, and we consider the diagnostic and clinical elements of optimal transition of care models that ensure continuity of comprehensive care for adolescents moving from the paediatric health-care system to the adult health-care system.

Urine Drug Test Results Among Adolescents and Young Adults in an Outpatient Office-Based Opioid Treatment Program.

PURPOSE: Urine drug testing (UDT) is an important feature of outpatient treatment for opioid use disorder, but associations with patient characteristics among adolescent and young adult patients are unknown. This study assessed UDT results in office-based opioid treatment and characteristics associated with treatment compliance. METHODS: This was a retrospective study of adolescent and young adult patients enrolled in office-based opioid treatment between January 1, 2009, and December 31, 2020. UDT results were described as positive results or expected and unexpected results. Expected results were negative UDTs for opioids, marijuana (THC [tetrahydrocannabinol]), or cocaine/methamphetamine, or a positive UDT for buprenorphine. Unexpected results were positive UDTs for opioids, THC, or cocaine/methamphetamine, or a negative UDT for buprenorphine. Treatment compliance was defined as ≥75% of UDTs provided being expected results. Counts and percentages described UDT results. Regressions evaluated associations between patient characteristics (retention time, age, sex, race/ethnicity, insurance, and comorbid mental health diagnoses) with treatment compliance, and assessed change of positivity rates for UDTs over time. RESULTS: A total of 407 patients were included. Overall, 305 patients (74.9%) demonstrated treatment compliance. Rates of expected UDT results increased with longer retention time (p <.001), except for methamphetamine. Buprenorphine expected results ranged from 77.0% to 96.5%. Diagnosis of stimulant use disorder was associated with decreased compliance (p = .04), while diagnoses of depression, anxiety, nicotine use disorder, and post-traumatic stress disorder were associated with increased compliance (p ≤.04). DISCUSSION: Proportion of expected UDT results increased with retention time. Diagnosis of specific mental health conditions affected treatment compliance. Further research regarding long-term health outcomes is needed.

Retention in Office-Based Opioid Treatment and Impact on Emergency Department Use in Adolescents and Young Adults With Opioid Use Disorder.

PURPOSE: Longer retention in medication treatment (MT) of addiction is associated with improved health outcomes among adults with opioid use disorder. MT remains underutilized among adolescents and young adults (AYA); factors associated with MT retention are not well-defined and effect of retention on treatment outcomes is unknown. This study examined patient characteristics associated with retention in an office-based opioid treatment program for AYA patients and determined the impact of retention time on emergency department (ED) utilization. METHODS: This was a retrospective study of AYA patients from January 1, 2009, to December 31, 2020. Retention time was the difference between first and last appointment, analyzing follow-up periods of one and two years. Linear regression assessed factors associated with retention. Negative binomial regression showed effect of retention on ED utilization. RESULTS: A total of 407 patients were included. Factors positively associated with retention were diagnosis of anxiety, depression, and nicotine use disorder, White race, private insurance, and Medicaid insurance; however, stimulant/cocaine use disorder was negatively associated (one-year follow-up, p ≤ .028; two-year follow-up, p ≤ .017). Longer retention was associated with reduced risk of ED utilization at one-year (incident rate ratio = 0.84, 95% confidence interval: 0.72-0.99; p = .03) and two-year follow-ups (incident rate ratio = 0.86 95% confidence interval: 0.77-0.96; p = .008). DISCUSSION: Diagnosis of anxiety, depression, nicotine use disorder, and stimulant/cocaine use disorder, and insurance and race can influence retention in MT. Longer retention in MT was associated with lower ED visits, decreasing health care utilization. MT programs should evaluate various interventions to optimize opportunities for increasing retention among their patient cohorts.