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1.
Article in English | MEDLINE | ID: mdl-38557904

ABSTRACT

DISCLAIMER: In an effort to expedite the publication of articles, AJHP is posting manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. PURPOSE: Substance use disorders (SUDs) increase the risk and severity of infectious diseases, including coronavirus disease 2019 (COVID-19). Adults with a co-occurring SUD and psychiatric disorder were studied to elucidate the association between SUD severity and (1) COVID-19 vaccination status, (2) receptivity to a one-session intervention with a pharmacist advocating the benefits of vaccination, and (3) acceptance of referral for vaccination following the intervention. METHODS: COVID-19 vaccination status was recorded in 460 adults with SUD (324 males and 136 females) upon entry into inpatient treatment. A 2-parameter item response theory (IRT) model quantified SUD severity. Pharmacist-delivered intervention, modeled after the screening, brief intervention, and referral to treatment (SBIRT) protocol, was offered to unvaccinated participants. RESULTS: Higher SUD severity was associated with a lower vaccination rate. Nicotine, opioid, and sedative use disorders were most frequently associated with unvaccinated status. SUD severity was not associated with receptivity to intervention advocating vaccination or subsequent acceptance of a referral for vaccination. The portion of the sample that received the intervention was over 7 times more likely to accept a referral for vaccination when compared to participants who rejected the intervention (20.8% vs 2.8%). CONCLUSION: Pharmacist-administered intervention produced motivation for vaccination in a number of recipients; however, receptivity to the intervention was not related to SUD severity.

2.
Addiction ; 119(3): 544-556, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37859587

ABSTRACT

BACKGROUND AND AIMS: Patient navigation (PN) may benefit pregnant individuals with opioid use disorder (OUD) by improving treatment adherence. We examined participant enrollment, session delivery and assessment feasibility for a PN intervention among pregnant participants and compared PN preliminary effectiveness for OUD treatment engagement with participants in usual care (UC). DESIGN: This study was a pilot single-blinded multi-site randomized trial. SETTING: Two academic medical centers in Pennsylvania (n = 57) and Utah (n = 45), United States participated. PARTICIPANTS: One hundred and two pregnant adult participants unestablished (fewer than 6 weeks) on medication for OUD (MOUD) were randomized to PN (n = 53) or UC (n = 49). INTERVENTION: PN was composed of 10 prenatal sessions (delivered after baseline but before the prenatal assessments) and four postnatal sessions (delivered before the 2- and 6-month postpartum assessments) focused upon OUD treatment and physical/mental health needs. UC involved brief case management. MEASUREMENTS: Feasibility assessments included consent, session delivery and assessment rates. Mixed-effect models for intent-to-treat (ITT) and per protocol (PP, received six or more sessions) populations were estimated to compare outcomes of MOUD use, secondary outcomes of substance use disorder (SUD) treatment attendance and non-prescribed opioid use, and exploratory outcome of overdose at baseline, predelivery and 2 and 6 months postpartum. FINDINGS: We consented 87% (106 of 122) of the proposed target, delivered ~60% of sessions delivered and completed ≥ 75% assessments. PN ITT and PP had better MOUD adherence, SUD treatment attendance, non-prescribed opioid use and overdose outcomes than UC. Notable changes included good evidence for greater percentage change in days for PN PP MOUD use from baseline to 2 months postpartum [PN = 28.0 versus UC = -10.9, 95% confidence interval (CI) = 9.7, 62.1] and some evidence for baseline to 6 months postpartum (PN = 45.4 versus UC = 23.4, 95% CI = -0.7, 48.2). PN PP percentage change in days for SUD treatment attendance also showed good evidence for improvements from baseline to prenatal assessment (PN = 7.4 versus UC = -21.3, 95% CI = 3.3, 53.5). PN compared to UC participants reported fewer overdoses at 2 months (PN = 11.9%/UC = 16.1%) and at 6 months postpartum (PN = 3.8%/UC = 6.2%). CONCLUSIONS: Patient navigation appears to be associated with improvements in opioid use disorder treatment engagement and overdoses during pregnancy. This pilot trial shows the feasibility of the intervention and a future large-scale trial.


Subject(s)
Opioid-Related Disorders , Patient Navigation , Adult , Female , Humans , Pregnancy , Opioid-Related Disorders/drug therapy , Pilot Projects , Postpartum Period , United States
3.
Pharmacol Biochem Behav ; 227-228: 173585, 2023 06.
Article in English | MEDLINE | ID: mdl-37308041

ABSTRACT

OBJECTIVE: Disinhibitory behavior during childhood and adolescence has been frequently shown to amplify the risk for substance use disorder (SUD) in adulthood. This prospective study examined the hypothesis that poor communication with parents and association with deviant peers comprise an SUD-promoting environtype which catalyzes transition of disinhibitory behavior toward SUD. METHOD: Male (N = 499) and female (N = 195) youths were tracked from 10 to 12 to 30 years of age. Path analysis evaluated the patterning of disinhibitory behavior and social environment during childhood on substance use during adolescence, and antisocial personality without co-occurring SUD in early adulthood and subsequently substance use disorder (SUD). RESULTS: Disinhibitory behavior (SUD vulnerability) in childhood predicts antisociality without SUD (age 22) that segues to SUD (age 23-30) whereas the environtype (parents and peers) predicts substance use during adolescence which predicts antisocial personality leading to SUD. Antisociality without SUD in early adulthood mediates the association of substance use during adolescence and SUD. CONCLUSION: Disinhibitory behavior and deviance-promoting social environment conjointly promote development of SUD via deviant socialization.


Subject(s)
Socialization , Substance-Related Disorders , Adolescent , Humans , Male , Female , Child , Young Adult , Adult , Prospective Studies , Antisocial Personality Disorder , Peer Group
4.
Exp Clin Psychopharmacol ; 31(3): 704-714, 2023 Jun.
Article in English | MEDLINE | ID: mdl-36048110

ABSTRACT

The association between physical inactivity and substance use throughout adolescence was prospectively investigated in relation to developing cannabis use disorder (CUD). Physical inactivity and substance use in males (N = 462) and females (N = 178) were measured at 12-14, 16, 19, and 22 years of age in a repeated measures design. A structured diagnostic interview was administered to formulate current CUD diagnosis at 22 years of age. Mixture modeling path analysis evaluated the association between physical inactivity, substance use, and CUD. Males: Slope of physical inactivity increase spanning 12-22 years of age mediates the association between number of parents with substance use disorder (SUD) and rate of increase in substance use frequency (prodrome) which mediates the association between physical inactivity (hypothesized vulnerability) and CUD. Females: Number of SUD parents predicts slope of physical inactivity increase in daughters throughout adolescence which covaries with slope of increasing substance use frequency culminating in CUD. The association between parental SUD load (number of SUD affected parents) and CUD was found to not be mediated by physical inactivity. Rate of increase in physical inactivity during adolescence in males and females is a facet of the vulnerability for CUD. These results have ramifications for prevention considering that numerous cognitive, behavior, and emotion features of CUD vulnerability are attenuated by exercise. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Subject(s)
Cannabis , Marijuana Abuse , Substance-Related Disorders , Male , Female , Humans , Adolescent , Marijuana Abuse/epidemiology , Marijuana Abuse/psychology , Sedentary Behavior , Substance-Related Disorders/epidemiology , Parents , Emotions
5.
Contemp Clin Trials ; 116: 106759, 2022 05.
Article in English | MEDLINE | ID: mdl-35417771

ABSTRACT

BACKGROUND: >1 in 3 of the 9 million individuals engaged in opioid medication misuse obtain legitimate opioid prescriptions and fill these in community pharmacies, which are subsequently misused. This study is testing the efficacy of a pharmacist-led intervention-Brief Intervention-Medication Therapy Management (BI-MTM)-compared to standard medication counseling (SMC) to address opioid medication misuse. METHODS: Design. This study is a single-blinded 2-group parallel randomized trial within 13 community pharmacies that will enroll 350 individuals. Participant Recruitment. Pharmacy staff approach patients and ask about interest in completing a brief confidential screening tool, which includes opioid medication misuse assessment. Interested patients who report misuse are asked to provide informed consent. Enrolled patients are assessed for behavioral and physical health at enrollment, 2-months post-enrollment, and 6-months post-enrollment. INTERVENTIONS: Following baseline assessment, participants are randomized (1:1 ratio) to: SMC, a medication information/counseling intervention or BI-MTM, an intervention comprised by 4 evidence-based components: medication therapy management, brief intervention, naloxone dispensing, and patient navigation. ANALYSES: Primary analyses involve estimating 3-level generalized linear mixed models to relate repeated assessments across time of opioid medication misuse (i.e., the Prescription Opioid Misuse Index) to the intervention. CONCLUSION: Study results will provide the first critical step towards integrating a highly accessible, low-cost approach to managing risks related to opioid use. Community pharmacies provide an incredibly important setting in which patients can receive high quality care to support health behavior change. Successfully completing this project sets the stage for a large-scale effectiveness study. (NCT#: NCT05141266).


Subject(s)
Opioid-Related Disorders , Pharmacies , Prescription Drug Misuse , Analgesics, Opioid/therapeutic use , Humans , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/prevention & control , Pharmacists , Prescription Drug Misuse/prevention & control , Randomized Controlled Trials as Topic
6.
Dev Psychopathol ; 34(1): 335-344, 2022 02.
Article in English | MEDLINE | ID: mdl-32677593

ABSTRACT

Self-regulation is considered a major predictor of crime and deviant behavior. However, longitudinal research investigating these associations, frequently looked only at the effect of self-regulation on deviant behavior, but not the other way around. The current study argued that deviance may contribute to later problems in self-regulation, and examined bidirectional associations, comparing a unidirectional and bidirectional model of associations between these variables. A Random Intercept Cross-Lagged Panel Model and eight data waves from 772 participants, aged 10-12 years to 30 years were used. Results showed that a bidirectional model fit the data better than a unidirectional model. The final model revealed an influence of deviance on self-regulation mainly in adolescence, whereas self-regulation influenced deviance only over two time points in adulthood. The results suggest that, in adolescence, problems in self-regulation may follow, rather than precede deviant behavior. Thus, decreasing deviant behavior or intervening in the aftermaths of deviant behavior in adolescence might have a positive effect on self-regulation in young adulthood, lowering the chance of adult deviant behavior. The current study shows that the long-presumed directionality of self-regulation to deviance can lead to bias, and more rigorous longitudinal research is needed in order to further inform theory and practice.


Subject(s)
Crime , Self-Control , Adolescent , Adult , Child , Humans , Young Adult
7.
Subst Use Misuse ; 56(13): 2026-2034, 2021.
Article in English | MEDLINE | ID: mdl-34402373

ABSTRACT

Background: Adolescent cannabis use is an established risk factor for the development of psychosis, but the premorbid vulnerability factors and specificity versus generality of the psychotic symptom domains affected in cannabis-psychosis relationships remain incompletely understood. To improve our understanding of these relationships, we used longitudinal data to examine the individual and interactive effects of preadolescent transmissible liability to substance use disorders (SUD), measured via the transmissible liability index (TLI), and adolescent cannabis use on the development of two distinct psychotic symptom domains, paranoid and schizotypal personality traits in young adulthood. Methods: We performed secondary analysis of data from the Center for Education and Drug Abuse (CEDAR) study, which longitudinally assessed offspring of men with (N = 211) and without (N = 237) lifetime history of SUD at ages 10-12, and across adolescence as they transitioned to young adulthood. TLI scores were calculated at age 10-12, self-reported cannabis use was assessed at age 16, and paranoid and schizotypal symptoms were assessed at age 19. Results: Cannabis use at age 16 and family history of SUD were significantly associated with paranoid and schizotypal symptoms at age 19, but TLI scores were not. The interactive effect of TLI x cannabis use was also not significant. Paranoid and schizotypal symptoms showed different dose-dependent sensitivities to cannabis exposure at age 16. Conclusions: These findings indicate that adolescent cannabis use and family history of SUD differentially contribute to the development of paranoid and schizotypal personality traits through mechanisms that do not include behavioral disinhibition.


Subject(s)
Cannabis , Substance-Related Disorders , Adolescent , Adult , Child , Humans , Longitudinal Studies , Risk Factors , Young Adult
8.
J Pediatr ; 225: 207-213.e1, 2020 10.
Article in English | MEDLINE | ID: mdl-32652077

ABSTRACT

OBJECTIVE: To evaluate the accuracy of detecting 16-year-old male (n = 465) and female (n = 162) youths who subsequently manifest opioid use disorder (OUD) at 25 years of age. We hypothesized that the combined measures of 2 components of etiology, heritable risk, and substance use, accurately detect youths who develop OUD. STUDY DESIGN: Heritable risk was measured by the transmissible liability index (TLI). Severity of the prodrome presaging OUD was quantified by the revised Drug Use Screening Inventory containing the consumption frequency index (CFI) documenting substance use events during the past month and the overall problem density (OPD) score indicating co-occurring biopsychosocial problems. Diagnosis of OUD was formulated by a clinical committee based on results of the Structured Clinical Interview for Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition in conjunction with medical and social history records. RESULTS: Bivariate analysis shows that the TLI, CFI, and OPD scores at 16 years of age predict OUD at 25 years. Multivariate modeling indicates that the TLI combined with the CFI predict OUD with 86% accuracy (sensitivity = 87%; specificity = 62%). The TLI and CFI at 16 years of age mediate the association between parental substance use disorder and OUD in offspring at 25 years of age, indicating that these measures respectively evaluate risk and prodrome. CONCLUSIONS: These results demonstrate the feasibility of identifying youths requiring intervention to prevent OUD.


Subject(s)
Early Diagnosis , Opioid-Related Disorders/diagnosis , Adolescent , Adult , Female , Humans , Logistic Models , Longitudinal Studies , Male , Opioid-Related Disorders/etiology , Opioid-Related Disorders/prevention & control , Parents , Risk Assessment/methods , Sensitivity and Specificity , Surveys and Questionnaires
9.
Am J Drug Alcohol Abuse ; 46(6): 699-707, 2020 11 01.
Article in English | MEDLINE | ID: mdl-31967913

ABSTRACT

Background: Severity of substance use disorder (SUD) is typically evaluated by tabulating the number of symptoms. The resulting estimate of disorder severity is, however, biased due to intercorrelations among symptoms and their unequal salience. Objective. Employing item response theory (IRT) methodology, opioid use disorder symptoms were calibrated to derive the Opioid Use Disorder Severity Scale (OUDSS) and assess its predictive ability in men and women separately. Methods: A two-parameter IRT model was utilized to derive the OUDSS from DSM-IV symptoms recorded on the Structured Clinical Interview for DSM-IV (SCID) in 438 men and 429 women who reported at least one lifetime opioid consumption event. The predictive ability of the OUDSS was evaluated using the 10 health, psychological, and social adjustment domains of the revised Drug Use Screening Inventory (DUSI-R) assessed 2 years later. Results: The OUDSS score predicted the severity of problems in all 10 DUSI-R domains in men and women. The OUDSS also predicted the DUSI-R diagnostic cutoff score of overall problem density score in men and women (OR = 2.21 and OR = 4.83, respectively). Withdrawal was the most frequently endorsed symptom in this sample of opioid users. The other symptoms' frequencies, while somewhat lower than withdrawal's, did not differ from it substantially, indicating a similar severity threshold. Conclusions: OUDSS enables dimensional measurement of opioid use severity on an interval scale. The OUDSS and DUSI-R together can identify problem areas requiring prevention or treatment.


Subject(s)
Opioid-Related Disorders/diagnosis , Severity of Illness Index , Social Adjustment , Adult , Female , Humans , Male , Middle Aged , Models, Statistical , Opioid-Related Disorders/psychology , Predictive Value of Tests
10.
Drug Alcohol Depend ; 206: 107605, 2020 01 01.
Article in English | MEDLINE | ID: mdl-31839402

ABSTRACT

BACKGROUND: Substance use disorder (SUD) exacts enormous societal costs in the United States, and it is important to detect high-risk youths for prevention. Machine learning (ML) is the method to find patterns and make prediction from data. We hypothesized that ML identifies the health, psychological, psychiatric, and contextual features to predict SUD, and the identified features predict high-risk individuals to develop SUD. METHOD: Male (N = 494) and female (N = 206) participants and their informant parents were administered a battery of questionnaires across five waves of assessment conducted at 10-12, 12-14, 16, 19, and 22 years of age. Characteristics most strongly associated with SUD were identified using the random forest (RF)algorithm from approximately 1000 variables measured at each assessment. Next, the complement of features was validated, and the best models were selected for predicting SUD using seven ML algorithms. Lastly, area under the receiver operating characteristic curve (AUROC) evaluated accuracy of detecting individuals who develop SUD+/- up to thirty years of age. RESULTS: Approximately thirty variables strongly predict SUD. The predictors shift from psychological dysregulation and poor health behavior in late childhood to non-normative socialization in mid to late adolescence. In 10-12-year-old youths, the features predict SUD+/- with 74% accuracy, increasing to 86% at 22 years of age. The RF algorithm optimally detects individuals between 10-22 years of age who develop SUD compared to other ML algorithms. CONCLUSION: These findings inform the items required for inclusion in instruments to accurately identify high risk youths and young adults requiring SUD prevention.


Subject(s)
Machine Learning , Outcome Assessment, Health Care/methods , Psychological Techniques , Severity of Illness Index , Substance-Related Disorders/diagnosis , Adolescent , Adult , Child , Female , Humans , Longitudinal Studies , Male , Predictive Value of Tests , ROC Curve , Reproducibility of Results , Young Adult
11.
Drug Alcohol Depend ; 206: 107604, 2020 01 01.
Article in English | MEDLINE | ID: mdl-31615693

ABSTRACT

BACKGROUND: This longitudinal study explored the utility of machine learning (ML) methodology in predicting the trajectory of severity of substance use from childhood to thirty years of age using a set of psychological and health characteristics. DESIGN: Boys (N = 494) and girls (N = 206) were recruited using a high-risk paradigm at 10-12 years of age and followed up at 12-14, 16, 19, 22, 25 and 30 years of age. MEASUREMENTS: At each visit, the subjects were administered a comprehensive battery to measure psychological makeup, health status, substance use and psychiatric disorder, and their overall harmfulness of substance consumption was quantified according to the multidimensional criteria (physical, dependence, and social) developed by Nutt et al. (2007). Next, high- and low- substance use severity trajectories were derived differentially associated with probability of segueing to substance use disorder (SUD). ML methodology was employed to predict trajectory membership. FINDINGS: The high-severity trajectory group had a higher probability of leading to SUD than the low-severity trajectory (89.0% vs 32.4%; odds ratio = 16.88, p < 0.0001). Thirty psychological and health status items at each of the six visits predict membership in the high- or low-severity trajectory, with 71% accuracy at 10-12 years of age, increasing to 93% at 22 years of age. CONCLUSION: These findings demonstrate the applicability of the machine learning methodology for detecting membership in a substance use trajectory with high probability of culminating in SUD, potentially informing primary and secondary prevention.


Subject(s)
Machine Learning , Psychological Techniques , Severity of Illness Index , Substance-Related Disorders/diagnosis , Adolescent , Adult , Child , Female , Humans , Longitudinal Studies , Male , Predictive Value of Tests , Reproducibility of Results , Young Adult
12.
Drug Alcohol Depend ; 205: 107570, 2019 12 01.
Article in English | MEDLINE | ID: mdl-31689641

ABSTRACT

BACKGROUND: Stemming the opioid epidemic requires testing novel interventions. Toward this goal, feasibility and acceptability of a Brief Motivational Intervention-Medication Therapy Management (BMI-MTM) intervention was examined along with its impact on medication misuse and concomitant health conditions. METHODS: We conducted a two-group randomized trial in 2 community pharmacies. We screened patients for prescription opioid misuse at point-of-service using the Prescription Opioid Misuse Index. Participants were assigned to standard medication counseling (SMC) or SMC + BMI-MTM (referred to as BMI-MTM herein). BMI-MTM consists of a pharmacist-led medication counseling/brief motivational session and 8-weekly patient navigation sessions. Assessments were at baseline, 2-, and 3-months. Primary outcomes included feasibility, acceptability, and mitigation of opioid medication misuse. Secondary outcomes included pain and depression. Outcomes were analyzed with descriptive and multivariable statistics (intent-to-treat [ITT] and adjusted for number of sessions completed [NUMSESS]). RESULTS: Thirty-two participants provided informed consent (74.4% consent rate; SMC n = 17, BMI-MTM n = 15; 3-month assessment retention ≥93%). Feasibility was demonstrated by all BMI-MTM recipients completing the pharmacist session and an average of 7 navigation sessions. BMI-MTM recipients indicated ≥4.2 (5 maximum) level of satisfaction with the pharmacist-led session, and 92.4% were satisfied with navigation sessions. Compared to SMC at 3-months, BMI-MTM recipients reported greater improvements in misuse (ITT: Adjusted Odds Ratio [AOR] = 0.13; 95% CI = 0.05, 0.35, p < 0.001. NUMSESS: AOR = 0.05; 95% CI = 0.01, 0.25; p < 0.001), pain (ITT: В = 8.8, 95% CI=-0.95, 18.5, p = 0.08; NUMSESS: В = 14.0, 95% CI = 3.28, 24.8, p = 0.01), and depression (ITT: B= -0.44; 95% CI=-0.65, -0.22; p < 0.001. NUMSESS: B= -0.64; 95% CI=-0.82, -0.46; p < 0.001). CONCLUSIONS: BMI-MTM is a feasible misuse intervention associated with superior satisfaction and outcomes than SMC. Future research should test BMI-MTM in a large-scale, fully-powered trial.


Subject(s)
Analgesics, Opioid/adverse effects , Community Pharmacy Services , Opioid-Related Disorders/prevention & control , Pain/drug therapy , Prescription Drug Misuse/prevention & control , Adult , Aged , Analgesics, Opioid/therapeutic use , Female , Humans , Male , Medication Therapy Management , Middle Aged , Motivational Interviewing/methods , Opioid-Related Disorders/epidemiology , Pain/epidemiology , Pain/psychology , Prescription Drug Misuse/psychology
13.
Contemp Clin Trials ; 87: 105888, 2019 12.
Article in English | MEDLINE | ID: mdl-31731006

ABSTRACT

The opioid crisis continues to affect pregnant and postpartum women the United States, with the number of pregnant women diagnosed with opioid use disorder (OUD) quadrupling over the last decade. The associated increase in morbidity and mortality among mother and baby warrants prompt, targeted intervention efforts that improve engagement, linkage of care, and treatment retention. Patient navigation (PN) is a chronic care intervention that can directly address this need by helping women identify medical, behavioral, and psychosocial care goals. Moreover, PN can assist women in preparing for, engaging in, and maintaining patient participation in necessary services. Specifically, PN includes strengths-based case management, 1-1 clinical support, motivational interviewing, and addiction-relapse prevention programming. The objective of this article is to present the study protocol of a pilot multisite randomized clinical trial, entitled: Optimizing Pregnancy and Treatment Interventions for Moms 2.0 (OPTI-Mom 2.0; NCT03833245). In this study, we build upon a proof-of-concept study, employing evidence-informed frameworks for protocol and intervention expansion in order to construct a PN intervention tailored for pregnant women with OUD in central Utah and southwestern Pennsylvania. Our protocol provides an initial framework of a potentially impactful intervention and may guide development of future programs. Importantly, this study further establishes the evidence-base-with potential to ameliorate serious adverse opioid-related outcomes and improve health for women and their children.


Subject(s)
Opioid-Related Disorders/therapy , Patient Navigation/organization & administration , Pregnancy Complications/therapy , Prenatal Care/organization & administration , Tertiary Care Centers/organization & administration , Female , Humans , Motivational Interviewing , Opiate Substitution Treatment/methods , Opioid-Related Disorders/drug therapy , Pregnancy , Pregnancy Complications/drug therapy , Secondary Prevention/organization & administration , United States
14.
AIMS Public Health ; 6(1): 4-14, 2019.
Article in English | MEDLINE | ID: mdl-30931339

ABSTRACT

BACKGROUND: With increases in marijuana use and legalization efforts, it is imperative to establish its impact on the developing brain. Therefore, we investigated whether exposure to marijuana alters brain derived neurotropic-factor (BDNF), given its critical role in brain development and plasticity. We then examined whether onset age of cannabis use was associated with more severe changes. A single site, cohort study following 500 urban healthy American adolescents. Changes in plasma m-BDNF levels were longitudinally assessed, and a multi-method approach was implemented to ascertain marijuana use. Multivariate and general linear model (GLM) regression modeling were utilized to test the main hypothesis, controlling for confounders. RESULTS: Group-based trajectory modeling identified four distinct groups, characterized by naive (60% control), starters (14%), chronic users (20%), and experimenting/quitters (6%). Compared to controls, those initiating marijuana use had similar pre-existent m-BDNF (1939.2 ± 221 vs. 2640.7 ± 1309 ng/ml, p=0.4) After adjusting for confounding factors, GLM analyses revealed that, compared to controls, younger adolescents increased BDNF levels when experimenting and during moderate marijuana use. Older adolescents had a steeper increase in endogenous BDNF levels, particularly when escalating use. Multivariate analyses confirmed marijuana use as a predictor of m-BDNF (p = 0.001). CONCLUSIONS: This is the first study demonstrating BDNF alterations were not a precondition. Rather, BDNF alteration was secondary to marijuana use, serving as cautionary evidence of marijuana's deleterious effects. Findings suggest that when marijuana use escalates, the BDNF pathway becomes more deregulated. Analyses confirm that age of marijuana use onset influences the magnitude of these changes.

15.
Child Dev ; 90(6): e763-e782, 2019 11.
Article in English | MEDLINE | ID: mdl-29851020

ABSTRACT

This study examined correspondence between timing (onset) and tempo (rate) of sexual maturation prospectively (average ages 11-16 years) measured by gonadal hormones and secondary sex characteristics (Tanner stage) using dual-process models, and associations of these measures with substance use (SU) involvement in boys at age 16 years (N = 534, 77.5% White/22.5% Non-White). All measures of timing were highly associated. Early Tanner stage timing often predicted slower increases in gonadal steroids, but not the reverse; patterns varied by ethnicity. Hormone and Tanner stage measures were similar earlier in development but diverged later in development. In White boys only, early timing of the pubertal rise in testosterone was associated with increased SU involvement, suggesting a physiological rather than psychosocial mechanism of association.


Subject(s)
Adolescent Behavior/physiology , Gonadal Steroid Hormones/metabolism , Puberty/physiology , Sexual Maturation/physiology , Substance-Related Disorders/physiopathology , White People , Adolescent , Child , Humans , Longitudinal Studies , Male , Puberty/metabolism , Testosterone/metabolism , Time Factors
16.
J Am Pharm Assoc (2003) ; 58(4): 395-403, 2018.
Article in English | MEDLINE | ID: mdl-29691197

ABSTRACT

OBJECTIVES: Community pharmacy continues to play a crucial role in the national response to the opioid epidemic. The purpose of this article is to describe the protocol for a pilot study that is examining the feasibility and acceptability of the Motivational Intervention-Medication Therapy Management (MI-MTM) model. This study also examines the preliminary clinical effect of MI-MTM for improving opioid medication misuse and patient activation in self-management of health conditions that increase risk for misuse. DESIGN: MI-MTM is a pharmacy-based integrated care model made up of 4 evidence-based practices: medication therapy management; brief motivational intervention; patient navigation; and naloxone training and referral. To test MI-MTM compared with Standard Medication Counseling (SMC), we are conducting a 2-group randomized single-blinded controlled trial with assessments at 3 time points. SETTING AND PARTICIPANTS: The study is being conducted within a western Pennsylvania university-based community pharmacy with 46 patients with opioid misuse (MI-MTM = 23; SMC = 23). MAIN OUTCOME MEASURES: Feasibility will be measured by capturing patient completion rate of MI-MTM sessions. Acceptability will be measured by administering satisfaction surveys regarding pharmacist and patient navigator services. Acceptability will also be captured by conducting intensive qualitative interviews. Preliminary effect of the intervention on misuse will be measured with the use of the Prescription Opioid Misuse Index and the Opioid Compliance Checklist. Activation in self-management will be measured with the use of the Patient Activation Measure. RESULTS: This project is currently recruiting, and results are to come. CONCLUSION: This study is the first in the United States to implement an evidence-based integrated behavioral intervention into the community pharmacy setting to address opioid medication misuse among pharmacy patients. The results of this study will provide necessary foundational data that allow further testing of this intervention model in a larger trial.


Subject(s)
Analgesics, Opioid/adverse effects , Pharmacies , Prescription Drug Misuse/adverse effects , Community Pharmacy Services , Drug Users , Humans , Medication Therapy Management , Patient Care/methods , Pharmacists , Pilot Projects
17.
Dev Psychopathol ; 30(1): 143-152, 2018 02.
Article in English | MEDLINE | ID: mdl-28420448

ABSTRACT

Liability to substance use disorder (SUD) is largely nonspecific to particular drugs and is related to behavior dysregulation, including reduced cognitive control. Recent data suggest that cognitive mechanisms may be influenced by exposure to neurotropic infections, such as human herpesviruses. In this study, serological evidence of exposure to human herpesvirus Herpes simplex virus Type 1 (HSV-1), cytomegalovirus (CMV), and Epstein-Barr virus (EBV) as well as Toxoplasma gondii was determined in childhood (age ~11 years) in 395 sons and 174 daughters of fathers with or without SUD. Its relationships with a cognitive characteristic (IQ) in childhood and with risk for SUD in adulthood were examined using correlation, regression, survival, and path analyses. Exposure to HSV-1, EBV, and T. gondii in males and females, and CMV in males, was associated with lower IQ. Independent of that relationship, EBV in females and possibly in males, and CMV and possibly HSV-1 in females were associated with elevated risk for SUD. Therefore, childhood neurotropic infections may influence cognitive development and risk for behavior disorders such as SUD. The results may point to new avenues for alleviating cognitive impairment and SUD risk.


Subject(s)
Cognition/physiology , Herpesviridae Infections/complications , Substance-Related Disorders/etiology , Adult , Child , Cytomegalovirus , Female , Herpesviridae Infections/psychology , Herpesvirus 1, Human , Herpesvirus 4, Human , Humans , Male , Prospective Studies , Risk Factors , Substance-Related Disorders/psychology
18.
Brain Imaging Behav ; 12(1): 274-283, 2018 02.
Article in English | MEDLINE | ID: mdl-28271440

ABSTRACT

Abnormalities in brain white matter (WM) structure have been reported in youths having a family history of substance use disorders (SUDs). It was hypothesized that these abnormalities constitute features of the liability for SUDs transmitted across generations. The association between severity of intergenerational risk for SUD, measured by the Transmissible Liability Index (TLI), and white matter microstructure was examined. Diffusion tensor imaging (DTI) measured WM microstructure in forty-four drug-naïve 10-14 year-olds (N = 19 with parental SUD). Metrics of WM microstructure (i.e., fractional anisotropy, radial diffusivity, mean diffusivity and axial diffusivity) were quantified across the whole brain and in four tracts of interest: anterior corona radiata, superior and inferior longitudinal fasciculi and superior fronto-occipital fasciculi. The TLI was completed by the youths, their parents and, when available, their teachers. The relationship between WM structure and TLI score across the entire group was evaluated using linear multiple regression and between group comparisons were also examined. Fractional anisotropy and radial diffusivity in multiple tracts across the brain were significantly associated with TLI scores. Confirming and extending prior research, the findings indicate that global atypicality in WM tracts was linearly related to liability for eventual SUD development in drug naïve youths.


Subject(s)
Behavior, Addictive/diagnostic imaging , Brain/diagnostic imaging , Genetic Predisposition to Disease , Substance-Related Disorders/diagnostic imaging , White Matter/diagnostic imaging , Adolescent , Behavior, Addictive/genetics , Behavior, Addictive/pathology , Brain/abnormalities , Brain/pathology , Child , Diffusion Tensor Imaging , Female , Humans , Male , Neural Pathways/abnormalities , Neural Pathways/diagnostic imaging , Neural Pathways/pathology , Parents , Regression Analysis , Substance-Related Disorders/genetics , Substance-Related Disorders/pathology , White Matter/abnormalities , White Matter/pathology
20.
J Addict Med ; 12(1): 72-79, 2018.
Article in English | MEDLINE | ID: mdl-29140822

ABSTRACT

OBJECTIVES: The public health burden of opioid use disorder (OUD) among pregnant women has significantly increased in recent years. The Optimizing Pregnancy Treatment Interventions for Moms study was a pilot project that examined the feasibility of a patient navigation (PN) intervention model to reduce substance use and improve mental health, quality of life, and to increase engagement with treatment services among pregnant women with OUD. METHODS: A 1-group repeated-measures pilot study was conducted with treatment-seeking pregnant women with opioid dependence initiating buprenorphine maintenance treatment. Participants received the PN intervention delivered as 10 sessions before delivery and 4 sessions postpartum. Participants completed assessments at baseline and after the prenatal and postnatal portions of the intervention. Demographics were assessed using descriptive statistics, and general estimating equation analyses were employed to examine changes in health and service engagement across time. RESULTS: in all, 21 women were enrolled and completed the PN intervention and follow-up assessments. Participants reported improvements in abstinence from illicit opioids (B = 0.15, 95% confidence interval [CI] 0.1-0.2), drug use (odds ratio [OR] 5.25, 95% CI 2.1-13.0), and depression (OR 7.70, 95% CI 2.4-25.1). Results also showed nonsignificant trends suggesting enhancements in general health (B = 0.17, 95% CI 0.0-0.3, P = 0.06) and increases in substance use treatment attendance (B = 2.15, 95% CI -0.2 to 4.5, P = 0.07). Most study participants achieved adequate or better prenatal care. CONCLUSIONS: These findings provide support that PN is a feasible adjunctive intervention that shows promise for health improvements and service engagement among treatment-seeking pregnant women with opioid dependence initiating buprenorphine.


Subject(s)
Buprenorphine/therapeutic use , Narcotic Antagonists/therapeutic use , Opioid-Related Disorders/drug therapy , Pregnancy Complications/drug therapy , Adult , Female , Humans , Opiate Substitution Treatment/methods , Patient Compliance , Pilot Projects , Pregnancy , Prenatal Care/statistics & numerical data , Quality of Life , Young Adult
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