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1.
J Gen Intern Med ; 39(8): 1342-1348, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38424347

ABSTRACT

BACKGROUND: Treatment-seeking people with opioid use disorder (OUD) who are capable of pregnancy need accurate information about the potential impact of medication to treat OUD (MOUD) on fertility to make informed choices about treatment that are consistent with their reproductive wishes. There is a dearth of research on fertility associated with MOUD receipt in birthing people with OUD. OBJECTIVE: To estimate the association between treatment with MOUD and odds of conception among birthing people using national administrative claims. DESIGN: Retrospective case-crossover study using multi-state US administrative data (2006-2016). Dates of conception were estimated from delivery dates and served as "case" days for which MOUD exposures were compared to those on all other ("control") days of insurance enrollment. PARTICIPANTS: Treatment-seeking people with OUD with a delivery during the observation period. MAIN MEASURES: Odds ratios for conception from within-person fixed effects models were modeled as a function of exposure to MOUD (buprenorphine, methadone, extended-release depot naltrexone, or oral naltrexone) using conditional logistic regression. KEY RESULTS: A total of 21,928 births among 19,133 people with OUD were identified. In the sample, 5873 people received buprenorphine, 1825 methadone, 486 extended-release naltrexone, and 714 oral naltrexone. Participants could receive more than one type of MOUD. Mean age was 28.2 years (SD = 2.2; range = 16-45), with 76.2% having Medicaid. vs. commercial insurance. Compared to no MOUD, periods of methadone (aOR = 0.55 [95% CI = 0.48-0.63]) or buprenorphine receipt (aOR = 0.84 [0.77-0.91]) were associated with fewer conceptions. Treatment periods with extended-release depot naltrexone compared to no medication were associated with higher odds of conception (aOR = 1.75 [1.22-2.50]) and there was no significant difference in conception with oral naltrexone (aOR = 1.02 [0.67-1.54]). CONCLUSIONS: The association between MOUD and odds of conception among birthing people varied by type of MOUD, with extended-release naltrexone associated with higher odds of conceiving compared to no treatment. Clinical studies are urgently needed to investigate these findings further.


Subject(s)
Buprenorphine , Methadone , Naltrexone , Opiate Substitution Treatment , Opioid-Related Disorders , Pregnancy Rate , Humans , Female , Pregnancy , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Adult , Retrospective Studies , Opiate Substitution Treatment/methods , Naltrexone/therapeutic use , Naltrexone/administration & dosage , Buprenorphine/therapeutic use , Buprenorphine/administration & dosage , Methadone/therapeutic use , Methadone/administration & dosage , Young Adult , Cross-Over Studies , United States/epidemiology , Analgesics, Opioid/therapeutic use , Analgesics, Opioid/administration & dosage , Pregnancy Complications/drug therapy , Narcotic Antagonists/therapeutic use , Narcotic Antagonists/administration & dosage , Adolescent
2.
J Gen Intern Med ; 38(16): 3499-3508, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37436568

ABSTRACT

BACKGROUND: Associations between race/ethnicity and medications to treat OUD (MOUD), buprenorphine and methadone, in reproductive-age women have not been thoroughly studied in multi-state samples. OBJECTIVE: To evaluate racial/ethnic variation in buprenorphine and methadone receipt and retention in a multi-state U.S. sample of Medicaid-enrolled, reproductive-age women with opioid use disorder (OUD) at the beginning of OUD treatment. DESIGN: Retrospective cohort study. SUBJECTS: Reproductive-age (18-45 years) women with OUD, in the Merative™ MarketScan® Multi-State Medicaid Database (2011-2016). MAIN MEASURES: Differences by race/ethnicity (non-Hispanic White, non-Hispanic Black, Hispanic, "other" race/ethnicity) in the likelihood of receiving buprenorphine and methadone during the start of OUD treatment (yes/no) were estimated using multivariable logistic regression. Differences in time to medication discontinuation (days) by race/ethnicity were evaluated using multivariable Cox regression. RESULTS: Of 66,550 reproductive-age Medicaid enrollees with OUD (84.1% non-Hispanic White, 5.9% non-Hispanic Black, 1.0% Hispanic, 5.3% "other"), 15,313 (23.0%) received buprenorphine and 6290 (9.5%) methadone. Non-Hispanic Black enrollees were less likely to receive buprenorphine (adjusted odds ratio, aOR = 0.76 [0.68-0.84]) and more likely to be referred to methadone clinics (aOR = 1.78 [1.60-2.00]) compared to non-Hispanic White participants. Across both buprenorphine and methadone in unadjusted analyses, the median discontinuation time for non-Hispanic Black enrollees was 123 days compared to 132 days and 141 days for non-Hispanic White and Hispanic enrollees respectively (χ2 = 10.6; P = .01). In adjusted analyses, non-Hispanic Black enrollees experienced greater discontinuation for buprenorphine and methadone (adjusted hazard ratio, aHR = 1.16 [1.08-1.24] and aHR = 1.16 [1.07-1.30] respectively) compared to non-Hispanic White peers. We did not observe differences in buprenorphine or methadone receipt or retention for Hispanic enrollees compared to the non-Hispanic White enrollees. CONCLUSIONS: Our data illustrate inequities between non-Hispanic Black and non-Hispanic White Medicaid enrollees with regard to buprenorphine and methadone utilization in the USA, consistent with literature on the racialized origins of methadone and buprenorphine treatment.


Subject(s)
Buprenorphine , Opioid-Related Disorders , United States/epidemiology , Humans , Female , Adolescent , Young Adult , Adult , Middle Aged , Methadone/therapeutic use , Buprenorphine/therapeutic use , Medicaid , Opiate Substitution Treatment , Retrospective Studies , Opioid-Related Disorders/drug therapy , Analgesics, Opioid/therapeutic use
3.
J Clin Psychopharmacol ; 42(1): 7-16, 2022.
Article in English | MEDLINE | ID: mdl-34864772

ABSTRACT

PURPOSE/BACKGROUND: Antipsychotic drugs are well established to alter circulating prolactin levels by blocking dopamine D2 receptors in the pituitary. Prolactin activates many genes important in the development of breast cancer. Prior studies have found an association with antipsychotic use and risk of breast cancer. METHODS/PROCEDURES: The IBM MarketScan Commercial and Medicaid Databases were used to establish a large, observational cohort of women taking antipsychotics drugs compared with anticonvulsants or lithium. A new user design was used that required 12 months of insurance enrollment before the first antipsychotic or anticonvulsant/lithium prescription. Invasive breast cancer was identified using diagnostic codes. Multivariable Cox proportional hazards models were used to evaluate the risk of breast cancer with antipsychotic drug exposure controlling for age and other risk factors. FINDINGS/RESULTS: A total of 914 cases (0.16%) of invasive breast cancer were identified among 540,737 women. Exposure to all antipsychotics was independently associated with a 35% increased risk of breast cancer (aHR [adjusted hazard ratio], 1.35; 95% confidence interval, 1.14-1.61). Category 1 drugs (high prolactin) were associated with a 62% increased risk (aHR, 1.62; 95% CI, 1.30-2.03), category 2 drugs a 54% increased risk (aHR, 1.54; 95% CI, 1.19-1.99), and category 3 drugs were not associated with breast cancer risk. IMPLICATIONS/CONCLUSIONS: In the largest study of antipsychotics taken by US women, a higher risk between antipsychotic drug use and increased risk for breast cancer was observed, with a differential higher association with antipsychotic categories that elevate prolactin. Our study confirms other recent observational studies of increased breast cancer risk with antipsychotics that elevate prolactin.


Subject(s)
Antipsychotic Agents/adverse effects , Breast Neoplasms/chemically induced , Breast Neoplasms/epidemiology , Mental Disorders/drug therapy , Prolactin/drug effects , Adolescent , Adult , Anticonvulsants/adverse effects , Antimanic Agents/adverse effects , Cohort Studies , Female , Humans , Lithium Compounds/adverse effects , Mental Disorders/epidemiology , Middle Aged , Proportional Hazards Models , Risk , United States/epidemiology , Young Adult
4.
BMC Health Serv Res ; 22(1): 328, 2022 Mar 11.
Article in English | MEDLINE | ID: mdl-35277169

ABSTRACT

BACKGROUND: Adult well visits declined during COVID-19, but literature is inconsistent in regard to whether childhood well visits declined. We determined if the COVID-19 pandemic was associated with a change in well visits among infants, children, adolescents and adults before, compared to during the COVID-19 pandemic, including through the emergence of the Delta variant. METHODS: De-identified electronic health care data came from a multi-state Midwest health care system. Eligible patients (n = 798,571) had ≥ 1 well visit between 7/1/2018 and 6/30/2021. Trends in well visits per month for children (< 1, 1-4, 5-11, 12-17 years) and adults (18-39, 40-64, ≥ 65 years) over 3-years were assessed using Joinpoint regression models and monthly percent change (MPC). RESULTS: Well visits remained stable for infants (< 1 year of age) (MPC = -0.1; 95% CI = -0.3, 0.1). For children 1-4 years and all adults, visits were stable prior to 2020, decreased from 1/2020 to 4/2020 (MPC range -20 to -40), increased from 4/2020-7/2020 (MPC range 30 to 72), and remained stable after 7/2020. Children 5-17 had seasonal variation in visits where low points occurred in Jan/Feb 2019 and high points in Aug 2019 (start of school year); however, the low point in 2020 occurred in April 2020 and the seasonal variation normalized after this. CONCLUSIONS: In a large Mid-western health care system, infant well visits did not decline at the onset (3/1/2020) of the COVID-19 pandemic. Although well visits for all other ages decreased to a low point in 4/2020, a rapid return to pre-pandemic utilization rates occurred by 7/2020. The brief decrease in preventive care may have had little impact on health.


Subject(s)
COVID-19 , Adolescent , Adult , COVID-19/epidemiology , Child , Humans , Infant , Pandemics , Retrospective Studies , SARS-CoV-2
5.
Mol Psychiatry ; 25(8): 1673-1687, 2020 08.
Article in English | MEDLINE | ID: mdl-32099098

ABSTRACT

To provide insights into the biology of opioid dependence (OD) and opioid use (i.e., exposure, OE), we completed a genome-wide analysis comparing 4503 OD cases, 4173 opioid-exposed controls, and 32,500 opioid-unexposed controls, including participants of European and African descent (EUR and AFR, respectively). Among the variants identified, rs9291211 was associated with OE (exposed vs. unexposed controls; EUR z = -5.39, p = 7.2 × 10-8). This variant regulates the transcriptomic profiles of SLC30A9 and BEND4 in multiple brain tissues and was previously associated with depression, alcohol consumption, and neuroticism. A phenome-wide scan of rs9291211 in the UK Biobank (N > 360,000) found association of this variant with propensity to use dietary supplements (p = 1.68 × 10-8). With respect to the same OE phenotype in the gene-based analysis, we identified SDCCAG8 (EUR + AFR z = 4.69, p = 10-6), which was previously associated with educational attainment, risk-taking behaviors, and schizophrenia. In addition, rs201123820 showed a genome-wide significant difference between OD cases and unexposed controls (AFR z = 5.55, p = 2.9 × 10-8) and a significant association with musculoskeletal disorders in the UK Biobank (p = 4.88 × 10-7). A polygenic risk score (PRS) based on a GWAS of risk-tolerance (n = 466,571) was positively associated with OD (OD vs. unexposed controls, p = 8.1 × 10-5; OD cases vs. exposed controls, p = 0.054) and OE (exposed vs. unexposed controls, p = 3.6 × 10-5). A PRS based on a GWAS of neuroticism (n = 390,278) was positively associated with OD (OD vs. unexposed controls, p = 3.2 × 10-5; OD vs. exposed controls, p = 0.002) but not with OE (p = 0.67). Our analyses highlight the difference between dependence and exposure and the importance of considering the definition of controls in studies of addiction.


Subject(s)
Analgesics, Opioid/administration & dosage , Behavior, Addictive/genetics , Genetic Predisposition to Disease/genetics , Genetic Variation/genetics , Genome-Wide Association Study , Genomics , Opioid-Related Disorders/genetics , Analgesics, Opioid/pharmacology , Female , Genome, Human/genetics , Humans , Male , Multifactorial Inheritance/genetics
6.
Alcohol Clin Exp Res ; 45(6): 1276-1286, 2021 06.
Article in English | MEDLINE | ID: mdl-33993541

ABSTRACT

BACKGROUND: Although effective treatments exist, alcohol use disorder (AUD) is undertreated. We used a cascade of care framework to understand gaps in care for persons with AUD. METHODS: Using 2015-2019 National Survey on Drug Use and Health data, we evaluated the following steps in the cascade of care: (1) adult prevalence of AUD; (2) proportion of adults with AUD who utilized health care in the past 12 months; (3) proportion with AUD screened about their alcohol use; (4) proportion with AUD who received a brief intervention about their alcohol misuse; (5) proportion with AUD who received information about treatment for alcohol misuse; and (6) proportion with AUD who received treatment. Analyses were stratified by AUD severity. RESULTS: Of the 214,505 persons included in the sample, the weighted prevalence of AUD was 7.8% (95% CI 7.6-8.0%). Cascades of care showed the majority of individuals with AUD utilized health care in the past 12 months [81.4% (95% CI 80.7-82.1%)] and were screened about alcohol use [69.9% (95% CI 68.9-70.8%)]. However, only a minority of individuals received subsequent steps of care, including 11.6% (95% CI 11.0-12.2%) who reported receiving a brief intervention, 5.1% (95% CI 4.6-5.6%) who were referred to treatment, and 5.8% (95% CI 5.4-6.3%) who received treatment. Similar patterns were observed when cascades of care were stratified by AUD severity. CONCLUSIONS: Persons with AUD commonly utilize health care and are often screened about alcohol use, but few receive treatment. Healthcare settings-particularly primary care settings-represent a prime opportunity to implement AUD treatment to improve outcomes in this high-risk population.


Subject(s)
Alcoholism/epidemiology , Alcoholism/therapy , Adolescent , Adult , Crisis Intervention/statistics & numerical data , Cross-Sectional Studies , Female , Humans , Male , Mass Screening , Middle Aged , Patient Acceptance of Health Care/statistics & numerical data , Prevalence , Referral and Consultation , United States/epidemiology , Young Adult
7.
Prev Med ; 146: 106466, 2021 05.
Article in English | MEDLINE | ID: mdl-33636196

ABSTRACT

The CDC Guideline for Prescribing Opioids for Chronic Pain cautioned against high dose prescribing but did not provide guidance on type of opioid for new pain episodes. We determined if new prescriptions for Schedule II opioids vs. tramadol decreased in the 18 months after vs. before the CDC guideline and if this decrease was associated with physician specialty. New opioid prescriptions, provider type and covariates were measured using a nationally distributed, Optum® de-identified Electronic Health Record (EHR) data base. Eligible patients were free of cancer and HIV and started a new prescription for Schedule II opioids (i.e. codeine, hydrocodone, oxycodone) or Schedule IV (tramadol) in the 18 months before (n = 141,219) or 18 months after (n = 138,216) guideline publication. Fully adjusted multilevel multinomial models estimated the association between provider type (anesthesiology/pain medicine, surgical specialty, emergency, hospital, primary care, other specialty and unknown) before and after adjusting for covariates. New oxycodone prescriptions were most common among surgical and anesthesia/pain management, and new tramadol prescriptions were most common in primary care. The greatest decreases in odds of a Schedule II opioid vs. tramadol were observed in emergency care (oxycodone vs. tramadol OR = 0.82; 95%CI:0.76-0.88) and primary care (hydrocodone vs. tramadol OR = 0.85; 95%CI:0.81-0.89). Surgical specialists were least likely to start opioid therapy with tramadol. In the 18 months after vs. before the CDC guideline, emergency care and primary care providers increased tramadol prescribing. Guidelines tailored to specialists that frequently begin opioid therapy with oxycodone may enhance safe opioid prescribing.


Subject(s)
Analgesics, Opioid , Tramadol , Analgesics, Opioid/therapeutic use , Centers for Disease Control and Prevention, U.S. , Codeine , Drug Prescriptions , Humans , Hydrocodone , Oxycodone , Practice Patterns, Physicians' , United States
8.
Nicotine Tob Res ; 23(3): 487-494, 2021 02 16.
Article in English | MEDLINE | ID: mdl-32598479

ABSTRACT

INTRODUCTION: Tobacco use is a current public health epidemic that puts individuals at risk for many health conditions and diseases, and adolescents are at high risk for the initiation and persistence of tobacco use behaviors partly due to engagement with social media content. The objective of this study is to examine the association between engaging in social media behaviors and patterns of electronic nicotine delivery systems (ENDS) and tobacco use at a 1-year follow-up among 11 279 adolescents from the PATH study. METHODS: Five social media variables were questioned at Wave 2 and then compared to ENDS and tobacco status transitions (i.e., initiation, persistence, and escalation) at a 1-year follow-up, respectively. Survey-weighted multivariable logistic regression models were used to calculate adjusted odds ratios and 95% confidence interval. RESULTS: Passive behaviors on social media were related to higher likelihoods of starting to use ENDS and other tobacco products. Additionally, active behaviors on social media were related to higher likelihoods for the initiation and persistence of tobacco use. In particular, sending tobacco content to other users was further associated with a higher likelihood of escalation of tobacco product use. DISCUSSION: Both exposure to and interactions with social media tobacco content had a significant impact on the patterns of ENDS and tobacco use in adolescents. Due to the amount of time adolescents spend engaging with online content, social media may be a critical place in which to intervene, possibly with the use of antitobacco or tobacco prevention messages. IMPLICATIONS: The results of this study have implications for public health and the policies surrounding adolescents and their exposure to social media. Reducing the ENDS and tobacco content to which adolescents are exposed has the potential to decrease the instances of initiation and persistence of ENDS and tobacco use. Intervening on social media may prevent or slow the progression of ENDS and tobacco use, and increase motivation and actions toward the cessation of tobacco use in adolescents.


Subject(s)
Electronic Nicotine Delivery Systems/statistics & numerical data , Social Media/statistics & numerical data , Tobacco Products/statistics & numerical data , Tobacco Use/epidemiology , Adolescent , Female , Humans , Longitudinal Studies , Male , Surveys and Questionnaires , Tobacco Use/psychology , United States/epidemiology
9.
Nicotine Tob Res ; 23(12): 2110-2116, 2021 11 05.
Article in English | MEDLINE | ID: mdl-33991188

ABSTRACT

INTRODUCTION: The purpose of this study is to examine the predictive utility of polygenic risk scores (PRSs) for smoking behaviors. AIMS AND METHODS: Using summary statistics from the Sequencing Consortium of Alcohol and Nicotine use consortium, we generated PRSs of ever smoking, age of smoking initiation, cigarettes smoked per day, and smoking cessation for participants in the population-based Atherosclerosis Risk in Communities (ARIC) study (N = 8638), and the Collaborative Genetic Study of Nicotine Dependence (COGEND) (N = 1935). The outcomes were ever smoking, age of smoking initiation, heaviness of smoking, and smoking cessation. RESULTS: In the European ancestry cohorts, each PRS was significantly associated with the corresponding smoking behavior outcome. In the ARIC cohort, the PRS z-score for ever smoking predicted smoking (odds ratio [OR]: 1.37; 95% confidence interval [CI]: 1.31, 1.43); the PRS z-score for age of smoking initiation was associated with age of smoking initiation (OR: 0.87; 95% CI: 0.82, 0.92); the PRS z-score for cigarettes per day was associated with heavier smoking (OR: 1.17; 95% CI: 1.11, 1.25); and the PRS z-score for smoking cessation predicted successful cessation (OR: 1.24; 95% CI: 1.17, 1.32). In the African ancestry cohort, the PRSs did not predict smoking behaviors. CONCLUSIONS: Smoking-related PRSs were associated with smoking-related behaviors in European ancestry populations. This improvement in prediction is greatest in the lowest and highest genetic risk categories. The lack of prediction in African ancestry populations highlights the urgent need to increase diversity in research so that scientific advances can be applied to populations other than those of European ancestry. IMPLICATIONS: This study shows that including both genetic ancestry and PRSs in a single model increases the ability to predict smoking behaviors compared with the model including only demographic characteristics. This finding is observed for every smoking-related outcome. Even though adding genetics is more predictive, the demographics alone confer substantial and meaningful predictive power. However, with increasing work in PRSs, the predictive ability will continue to improve.


Subject(s)
Multifactorial Inheritance , Tobacco Use Disorder , Humans , Risk Factors , Smoking/epidemiology , Smoking/genetics , Tobacco Smoking
10.
J Adolesc ; 87: 98-105, 2021 02.
Article in English | MEDLINE | ID: mdl-33548695

ABSTRACT

INTRODUCTION: Tobacco use is a public health concern, and adolescents are at an increased risk of starting and continuing to use tobacco relative to other age groups. Parent involvement and other social environmental factors may influence the development and persistence of tobacco use behaviors in adolescence. This study used the nationally representative Population Assessment of Tobacco and Health (PATH) study data set, and responses from 7025 adolescent participants were analyzed to illustrate the longitudinal relationship between social environment influences and use of adolescent electronic nicotine delivery systems (i.e., ENDS). METHODS: Social environmental factors were assessed at Wave 3 and then compared to electronic nicotine delivery systems (ENDS) status transitions (i.e., initiation, expansion, persistence) at follow-up. Survey-weighted multivariable logistic regression models were used to calculate adjusted odds ratios (AOR) and 95% confidence intervals (CI). RESULTS: Initiation and persistence of ENDS use were associated with tobacco availability in the house, perception of having no adverse parent reaction to discovering ENDS use and having a best friend who uses ENDS. Initiation of ENDS use was further associated with having biological relatives who have ever been diagnosed with a substance use disorder (SUD) and persistence of ENDS use was also positively associated with lack of in-house rules. Parents talking about ENDS use with adolescents had no association across all three outcomes. CONCLUSIONS: Findings suggest that parental and environmental factors alter the risk of initiation and persistence of ENDS and tobacco use in adolescents, and these should be considered when working with this at-risk population.


Subject(s)
Electronic Nicotine Delivery Systems , Tobacco Products , Adolescent , Humans , Interpersonal Relations , Surveys and Questionnaires , Tobacco Use
11.
Subst Abus ; 42(4): 842-850, 2021.
Article in English | MEDLINE | ID: mdl-33617738

ABSTRACT

Background: Many individuals misusing opioids do not enter into treatment. The question of who enters into treatment for their opioid abuse and under what circumstances is complex and shaped by multiple factors. The objective of the current study is to explore the risk factors for wide-ranging and numerous barriers to treatment among social media users. Method: Opioid-related forums within a popular social media platform were used to recruit non-treatment engaged individuals (≥15 years) who had misused opioids in the past month (n = 144; 66% male; median age 28). Four treatment barrier factors were identified utilizing principle component analysis: (1) stigma, (2) awareness, (3) attitudinal, and (4) denial. A structural equation model (SEM) was then created to explore the risk factors for different types of barriers to OUD treatment. Results: The most common barriers among participants not engaged in treatment for their opioid misuse were the belief that one should be able to help themselves with their condition (66%), treatment was too expensive (63%), and worries about being labeled or judged (57%). Additionally, SEM results demonstrate stigma barriers, awareness, and attitudinal barriers were associated with mental health comorbidities, opioid abuse and dependence severity, and treatment history. Denial barriers, however, were only associated with treatment history, and structural/financial barriers were only associated with opioid abuse and dependence severity. Conclusions: Our research findings are relevant for underscoring the wide-ranging and numerous barriers to treatment faced by individuals misusing opioids that are especially concentrated among those who also struggle with comorbid mental illness.


Subject(s)
Opioid-Related Disorders , Prescription Drug Misuse , Adult , Analgesics, Opioid/therapeutic use , Female , Humans , Latent Class Analysis , Male , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/etiology , Social Stigma
12.
Prev Med ; 131: 105956, 2020 02.
Article in English | MEDLINE | ID: mdl-31863787

ABSTRACT

Driving under the influence of cannabis (DUIC) is a public health concern, and data are needed to develop screening and prevention tools. Measuring the level of intoxication that cannabis users perceive as safe for driving could help stratify DUIC risk. This study tested whether intoxication levels perceived as safe for driving predicted past-month DUIC frequency. Online survey data were collected in 2017 from a national sample of n = 3010 past-month cannabis users with lifetime DUIC (age 18+). Respondents indicated past-month DUIC frequency, typical cannabis intoxication level (1-10 scale), and cannabis intoxication level perceived as safe for driving (0-10 scale). Approximately 24%, 38%, 13%, and 24% of respondents engaged in DUIC on 0, 1-9, 10-19, and 20-30 days respectively in the past month. Among these four DUIC frequency groups, median typical intoxication varied little (5-6), but median intoxication perceived as safe for driving varied widely (3-8). Higher intoxication levels perceived as safe for driving corresponded to frequent DUIC (Spearman's rho: 0.46). For each unit increase in intoxication level perceived as safe for driving, the odds of past-month DUIC increased 18% to 68% (multinomial logistic regression odds ratio - MOR1-9 days: 1.18, 95% CI: 1.13-1.23; MOR10-19 days: 1.40, 95% CI: 1.30-1.50; MOR20-30 days: 1.68, 95% CI: 1.57-1.80). In this targeted sample of past-month cannabis users, DUIC frequency varied widely, but daily/near-daily DUIC was common (24%). Measuring intoxication levels perceived as safe for driving permits delineation of past-month DUIC frequency. This metric has potential as a component of public health prevention tools.


Subject(s)
Cannabis/adverse effects , Driving Under the Influence/psychology , Driving Under the Influence/statistics & numerical data , Marijuana Smoking/epidemiology , Marijuana Smoking/psychology , Perception , Adolescent , Adult , Female , Humans , Male , Middle Aged , Safety , Surveys and Questionnaires , United States/epidemiology , Young Adult
13.
Nicotine Tob Res ; 22(12): 2254-2256, 2020 12 12.
Article in English | MEDLINE | ID: mdl-32080738

ABSTRACT

OBJECTIVE: The 12-month impact of federally mandated smoke-free housing (SFH) policy adoption (July 2018) was assessed using two markers of ambient secondhand smoke (SHS): airborne nicotine and particulate matter at the 2.5-micrometer threshold (PM2.5). METHODS: We measured markers of SHS in Norfolk, VA from December 2017 to December 2018 in six federally subsidized multi-unit public housing buildings. Multi-level regression was used to model the following comparisons: (1) the month immediately before SFH implementation versus the month immediately after, and (2) December 2017 versus December 2018. RESULTS: There was a 27% reduction in indoor PM2.5 and a 32% reduction in airborne nicotine in the first month after SFH adoption, compared to the month prior to adoption. However, there was a 33% increase in PM2.5 and a 25% increase in airborne nicotine after 12 months. CONCLUSIONS: US Department of Housing and Urban Development (HUD)-mandated SFH can reduce SHS in multi-unit housing. However, SFH could also plausibly increase indoor smoking. Policy approaches adopted by individual properties or housing authorities-for example, property-wide bans versus allowing designated smoking areas-could be driving this potential unintended consequence. IMPLICATIONS: Successful implementation of SFH by public housing authorities in response to the HUD rule requires ongoing attention to implementation strategies. In this sense, SFH likely differs from other policies that might be seen as less intrusive. Long-term success of SFH will depend on careful policy implementation, including plans to educate and support housing authority staff, inform and engage residents, and build effective partnerships with community agencies.


Subject(s)
Health Plan Implementation , Nicotine/analysis , Particulate Matter/analysis , Public Housing/statistics & numerical data , Smoke-Free Policy/legislation & jurisprudence , Tobacco Smoke Pollution/analysis , Humans
14.
Alcohol Clin Exp Res ; 43(7): 1510-1518, 2019 07.
Article in English | MEDLINE | ID: mdl-31135997

ABSTRACT

BACKGROUND: Although the risks of using central nervous system depressant (CNS-D) medications with alcohol are well documented, little is known about trends in prescribed use of these medications among individuals who regularly consume alcohol (i.e., trends in "concurrent use"). We examined changes in the prevalence of prescribed CNS-D medications among individuals who drank alcohol on 52 or more occasions in the past year ("regular drinking"). CNS-D medications included sedative-hypnotics (subclassified as anxiolytics or sleep medications) and opioids. METHODS: We used 8 cross-sectional cycles of the National Health and Nutrition Examination Survey (1999-2000 to 2013-2014) from participants aged 20 and older (n = 37,709). We used log-binomial regression to examine (i) prevalence trends of prescribed CNS-D medication use, (ii) trend differences by drinking status, and (iii) correlates of CNS-D medication use. RESULTS: Among those who drink regularly, the relative annual increase in prevalence of sedative-hypnotic use was 5.3% (95% CI: 2.7 to 7.9): Anxiolytic and sleep medication use increased annually by 3.7% (95% CI: 0.8 to 6.7) and 11.2% (95% CI: 6.5 to 16.0), respectively. Opioid use trends among those who drink regularly were not statistically significant but were nonlinear. Differences in CNS-D medication trends between those who drink regularly and those who drink infrequently/abstain were not statistically significant. Those who drink regularly were less likely than those who drink infrequently/abstain to use opioids (adjusted relative risk [ARR]: 0.69, 95% CI: 0.60 to 0.78) and anxiolytics (ARR: 0.71, 95% CI: 0.61 to 0.81), but not sleep medications (ARR: 1.04, 95% CI: 0.80 to 1.35). Those aged 40 and older were 2 to 5 times as likely as those aged 20 to 29 to use sedative-hypnotics. CONCLUSIONS: Among those who drink regularly, the prevalence of prescribed sedative-hypnotic use increased and prescribed opioid use remained common. These trends indicate that a substantial portion of the population is at risk of alcohol-related adverse drug reactions-particularly those aged 40 and older.


Subject(s)
Alcohol Drinking/epidemiology , Central Nervous System Depressants , Drug Prescriptions/statistics & numerical data , Adult , Age Factors , Aged , Analgesics, Opioid , Anti-Anxiety Agents , Cross-Sectional Studies , Female , Humans , Hypnotics and Sedatives , Male , Middle Aged , Prevalence , Socioeconomic Factors , United States/epidemiology , Young Adult
15.
Nicotine Tob Res ; 21(10): 1331-1338, 2019 09 19.
Article in English | MEDLINE | ID: mdl-30304476

ABSTRACT

INTRODUCTION: We examined past-12-month quit attempts and smoking cessation from 2006 to 2016 while accounting for demographic shifts in the US population. In addition, we sought to understand whether the current use of electronic cigarettes was associated with a change in past-12-month quit attempts and successful smoking cessation at the population level. METHODS: We analyzed data from 25- to 44-year-olds from the National Health Interview Survey (NHIS) from 2006 to 2016 (N = 26,354) and the Tobacco Use Supplement to the Current Population Survey (TUS-CPS) in 2006-2007, 2010-2011, and 2014-2015 (N = 33,627). Data on e-cigarette use were available in the 2014-2016 NHIS and 2014-2015 TUS-CPS surveys. RESULTS: Past-12-month quit attempts and smoking cessation increased in recent years compared with 2006. Current e-cigarette use was associated with higher quit attempts (adjusted odds ratio [aOR] = 2.29, 95% confidence interval [CI] = 1.87 to 2.81, p < .001) and greater smoking cessation (aOR = 1.64, 95% CI = 1.21 to 2.21, p = .001) in the NHIS. Multivariable logistic regression of the TUS-CPS data showed that current e-cigarette use was similarly significantly associated with increased past-12-month quit attempts and smoking cessation. Significant interactions were found for smoking frequency (everyday and some-day smoking) and current e-cigarette use for both outcomes (p < .0001) with the strongest positive effects seen in everyday smokers. CONCLUSIONS: Compared with 2006, past-12-month quit attempts and smoking cessation increased among adults aged 25-44 in recent years. Current e-cigarette use was associated with increased past-12-month quit attempts and successful smoking cessation among established smokers. These findings are relevant to future tobacco policy decisions. IMPLICATIONS: E-cigarettes were introduced into the US market over the past decade. During this period, past-12-month quit attempts and smoking cessation have increased among US adults aged 25-44. These trends are inconsistent with the hypothesis that e-cigarette use is delaying quit attempts and leading to decreased smoking cessation. In contrast, current e-cigarette use was associated with significantly higher past-12-month quit attempts and past-12-month cessation. These findings suggest that e-cigarette use contributes to a reduction in combustible cigarette use among established smokers.


Subject(s)
Smokers/statistics & numerical data , Smoking Cessation/statistics & numerical data , Vaping/epidemiology , Adult , Health Surveys , Humans , Smoking/epidemiology
16.
Psychol Med ; 48(16): 2702-2709, 2018 12.
Article in English | MEDLINE | ID: mdl-29463327

ABSTRACT

BACKGROUND: Exposure to traumatic events is surprisingly common, yet little is known about its effect on decision making beyond the fact that those with post-traumatic stress disorder are more likely to have substance-abuse problems. We examined the effects of exposure to severe trauma on decision making in low-income, urban African Americans, a group especially likely to have had such traumatic experiences. METHOD: Participants completed three decision-making tasks that assessed the subjective value of delayed monetary rewards and payments and of probabilistic rewards. Trauma-exposed cases and controls were propensity-matched on demographic measures, treatment for psychological problems, and substance dependence. RESULTS: Trauma-exposed cases discounted the value of delayed rewards and delayed payments, but not probabilistic rewards, more steeply than controls. Surprisingly, given previous findings that suggested women are more affected by trauma when female and male participants' data were analyzed separately, only the male cases showed steeper delay discounting. Compared with nonalcoholic males who were not exposed to trauma, both severe trauma and alcohol-dependence produced significantly steeper discounting of delayed rewards. CONCLUSIONS: The current study shows that exposure to severe trauma selectively affects fundamental decision-making processes. Only males were affected, and effects were observed only on discounting delayed outcomes (i.e. intertemporal choice) and not on discounting probabilistic outcomes (i.e. risky choice). These findings are the first to show significant differences in the effects of trauma on men's and women's decision making, and the selectivity of these effects has potentially important implications for treatment and also provides clues as to underlying mechanisms.


Subject(s)
Black or African American , Delay Discounting/physiology , Poverty , Psychological Trauma/physiopathology , Urban Population , Adult , Female , Humans , Male , Middle Aged , Risk-Taking , Sex Factors
17.
Alcohol Clin Exp Res ; 42(10): 1939-1950, 2018 10.
Article in English | MEDLINE | ID: mdl-30080258

ABSTRACT

BACKGROUND: Recent trends in alcoholic liver disease, alcohol-related emergency room admissions, and alcohol use disorder prevalence as measured by general-population surveys have raised concerns about rising alcohol-related morbidity and mortality in the United States. In contrast, upward trends in per capita alcohol consumption have been comparatively modest. METHODS: To resolve these discordant observations, we sought to examine trends in the prevalence of alcohol use and binge drinking from 6 regularly or periodically administered national surveys using a meta-analytic approach. Annual or periodic prevalence estimates for past-12-month or past-30-day alcohol use and binge drinking were estimated for available time points between the years 2000 and 2016. Estimates were combined in a random-effects regression model in which prevalence was modeled as a log-linear function of time to obtain meta-analytic trend estimates for the full population and by sex, race, age, and educational attainment. RESULTS: Meta-analysis-derived estimates of average annual percentage increase in the prevalence of alcohol use and binge drinking were 0.30% per year (95% CI: 0.22%, 0.38%) and 0.72% per year (95% CI: 0.46%, 0.98%), respectively. There was substantial between-survey heterogeneity among trend estimates, although there was notable consistency in the degree to which trends have impacted various demographic groups. For example, most surveys found that the changes in prevalence for alcohol use and binge drinking were large and positive for ages 50 to 64 and 65 and up, and smaller, negative, or nonsignificant for ages 18 to 29. CONCLUSIONS: Significant increases in the prevalence of alcohol use and of binge drinking over the past 10 to 15 years were observed, but not for all demographic groups. However, the increase in binge drinking among middle-aged and older adults is substantial and may be driving increasing rates of alcohol-related morbidity and mortality.


Subject(s)
Binge Drinking/epidemiology , Binge Drinking/trends , Health Surveys/trends , Adolescent , Adult , Aged , Alcohol Drinking/epidemiology , Alcohol Drinking/trends , Binge Drinking/diagnosis , Female , Health Surveys/methods , Humans , Male , Middle Aged , United States/epidemiology , Young Adult
18.
Alcohol Clin Exp Res ; 42(11): 2246-2255, 2018 11.
Article in English | MEDLINE | ID: mdl-30281161

ABSTRACT

BACKGROUND: There is evidence that low-level alcohol use, drinking 1 to 2 drinks on occasion, is protective for cardiovascular disease, but increases the risk of cancer. Synthesizing the overall impact of low-level alcohol use on health is therefore complex. The objective of this paper was to examine the association between frequency of low-level drinking and mortality. METHODS: Two data sets with self-reported alcohol use and mortality follow-up were analyzed: 340,668 individuals from the National Health Interview Survey (NHIS) and 93,653 individuals from the Veterans Health Administration (VA) outpatient medical records. Survival analyses were conducted to evaluate the association between low-level drinking frequency and mortality. RESULTS: The minimum risk drinking frequency among those who drink 1 to 2 drinks per occasion was found to be 3.2 times weekly in the NHIS data, based on a continuous measure of drinking frequency, and 2 to 3 times weekly in the VA data. Relative to these individuals with minimum risk, individuals who drink 7 times weekly had an adjusted hazard ratio (HR) of all-cause mortality of 1.23 (p < 0.0001) in the NHIS data, and individuals who drink 4 to 7 times weekly in the VA data also had an adjusted HR of 1.23 (p = 0.01). Secondary analyses in the NHIS data showed that the minimum risk was drinking 4 times weekly for cardiovascular mortality, and drinking monthly or less for cancer mortality. The associations were consistent in stratified analyses of men, women, and never smokers. CONCLUSIONS: The minimum risk of low-level drinking frequency for all-cause mortality appears to be approximately 3 occasions weekly. The robustness of this finding is highlighted in 2 distinctly different data sets: a large epidemiological data set and a data set of veterans sampled from an outpatient clinic. Daily drinking, even at low levels, is detrimental to one's health.


Subject(s)
Alcohol Drinking/mortality , Cardiovascular Diseases/mortality , Female , Humans , Male , Middle Aged , Neoplasms/mortality , Smoking/epidemiology , Socioeconomic Factors , Survival Analysis , United States/epidemiology , United States Department of Veterans Affairs
19.
Behav Genet ; 46(2): 151-69, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26392368

ABSTRACT

The mu1 opioid receptor gene, OPRM1, has long been a high-priority candidate for human genetic studies of addiction. Because of its potential functional significance, the non-synonymous variant rs1799971 (A118G, Asn40Asp) in OPRM1 has been extensively studied, yet its role in addiction has remained unclear, with conflicting association findings. To resolve the question of what effect, if any, rs1799971 has on substance dependence risk, we conducted collaborative meta-analyses of 25 datasets with over 28,000 European-ancestry subjects. We investigated non-specific risk for "general" substance dependence, comparing cases dependent on any substance to controls who were non-dependent on all assessed substances. We also examined five specific substance dependence diagnoses: DSM-IV alcohol, opioid, cannabis, and cocaine dependence, and nicotine dependence defined by the proxy of heavy/light smoking (cigarettes-per-day >20 vs. ≤ 10). The G allele showed a modest protective effect on general substance dependence (OR = 0.90, 95% C.I. [0.83-0.97], p value = 0.0095, N = 16,908). We observed similar effects for each individual substance, although these were not statistically significant, likely because of reduced sample sizes. We conclude that rs1799971 contributes to mechanisms of addiction liability that are shared across different addictive substances. This project highlights the benefits of examining addictive behaviors collectively and the power of collaborative data sharing and meta-analyses.


Subject(s)
Genetic Association Studies , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide/genetics , Receptors, Opioid, mu/genetics , Substance-Related Disorders/genetics , White People/genetics , Adolescent , Adult , Alleles , Case-Control Studies , Child , Cohort Studies , Gene Frequency/genetics , Humans , Male , Sample Size
20.
Behav Genet ; 46(2): 170-82, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26362575

ABSTRACT

Extraversion is a relatively stable and heritable personality trait associated with numerous psychosocial, lifestyle and health outcomes. Despite its substantial heritability, no genetic variants have been detected in previous genome-wide association (GWA) studies, which may be due to relatively small sample sizes of those studies. Here, we report on a large meta-analysis of GWA studies for extraversion in 63,030 subjects in 29 cohorts. Extraversion item data from multiple personality inventories were harmonized across inventories and cohorts. No genome-wide significant associations were found at the single nucleotide polymorphism (SNP) level but there was one significant hit at the gene level for a long non-coding RNA site (LOC101928162). Genome-wide complex trait analysis in two large cohorts showed that the additive variance explained by common SNPs was not significantly different from zero, but polygenic risk scores, weighted using linkage information, significantly predicted extraversion scores in an independent cohort. These results show that extraversion is a highly polygenic personality trait, with an architecture possibly different from other complex human traits, including other personality traits. Future studies are required to further determine which genetic variants, by what modes of gene action, constitute the heritable nature of extraversion.


Subject(s)
Extraversion, Psychological , Genome-Wide Association Study , Personality/genetics , Cohort Studies , Humans , Multifactorial Inheritance/genetics , Polymorphism, Single Nucleotide/genetics , Risk Factors
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