Predictors of Depressive Symptoms in Post-Concussion Syndrome: Role of Pre- and Post-Injury Substance and Medication Use.

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BackgroundDepression is frequently encountered in patients suffering from post-concussive syndrome (PCS) after mild traumatic brain injury (mTBI). Clinical strategies for predicting and managing such depression remain underdeveloped.ObjectiveTo determine whether pre- and post-injury alcohol, tobacco, marijuana, and antidepressant medication use are associated with risk of depression in PCS.MethodsWe conducted a retrospective chart review of 297 patients diagnosed with PCS at a Honolulu neurology clinic between January 2020 and January 2023, analyzing substance and antidepressant use patterns before and after PCS diagnosis and their relationship to post-injury depression risk using PHQ-2 scores.ResultsOf screened patients, 31% were identified as at risk for depression after concussion. Pre-injury tobacco use and marijuana use (both before and after concussion) were significantly associated with greater depression risk. Notably, prior antidepressant use emerged as a strong predictor of depression following concussion, particularly for those who discontinued antidepressants after injury. Patients co-using marijuana and antidepressants had the highest risk.ConclusionsTobacco, marijuana, and exposure to antidepressants prior to concussion, especially discontinuation of these agents, are key risk factors for depression in PCS. These findings emphasize the importance of proactively screening patients with post-concussion syndrome for psychiatric symptoms. Regular assessment of substance use and close monitoring of antidepressant adherence should be integrated into neurorehabilitation care. A coordinated, multidisciplinary approach involving neurology, physiatry, psychiatry, and addiction specialists is essential to identify and address these risk factors early, improving patient outcomes through timely intervention. Future studies should clarify mechanisms and optimal intervention timing.

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Exercise and Substance Use Among American Youth, 1991–2009
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  • American Journal of Preventive Medicine
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  • 10.1001/jamanetworkopen.2019.16015
Associations of Parental Marijuana Use With Offspring Marijuana, Tobacco, and Alcohol Use and Opioid Misuse
  • Nov 22, 2019
  • JAMA Network Open
  • Bertha K Madras + 5 more

Marijuana use is increasing among adults and often co-occurs with other substance use; therefore, it is important to examine whether parental marijuana use is associated with elevated risk of substance use among offspring living in the same household. To examine associations of parental marijuana use with offspring marijuana, tobacco, and alcohol use and opioid misuse. This cross-sectional study used survey data from the 2015 through 2018 National Surveys on Drug Use and Health (NSDUH), which provide nationally representative data on adolescents or young adults living with a parent (the mother or the father). Annual average percentages were based on survey sampling weights. Final analyses were conducted September 21 through 23, 2019. Parental marijuana use status. Offspring self-reported use of marijuana, tobacco, or alcohol or misuse of opioids. Survey respondents included 24 900 father-offspring or mother-offspring dyads sampled from the same household. Among mothers living with adolescent offspring, 8.2% (95% CI, 7.3%-9.2%) had past-year marijuana use, while 7.6% (95% CI, 6.2%-9.2%) of mothers living with young adult offspring had past-year marijuana use. Among fathers living with adolescent offspring, 9.6% (95% CI, 8.5%-10.8%) had past-year marijuana use, and 9.0% (95% CI, 7.4%-10.9%) of fathers living with young adult offspring had past-year marijuana use. Compared with adolescents whose mothers never used marijuana, adjusted relative risk (ARR) of past-year marijuana use was higher among those whose mothers had lifetime (without past-year) marijuana use (ARR, 1.3; 95% CI, 1.1-1.6; P = .007), less than 52 days of past-year marijuana use (ARR, 1.7; 95% CI, 1.1-2.7; P = .02), or 52 days or more of past-year marijuana use (ARR, 1.5; 95% CI, 1.1-2.2; P = .02). Compared with young adults whose mothers never used marijuana, adjusted risk of past-year marijuana use was higher among those whose mothers had lifetime (without past-year) marijuana use (ARR, 1.4; 95% CI, 1.1-1.7; P = .001), less than 52 days of past-year marijuana use (ARR, 1.5; 95% CI, 1.0-2.3; P = .049), or 52 days or more of past-year marijuana use (ARR, 1.8; 95% CI, 1.3-2.5; P = .002). Compared with adolescents whose fathers never used marijuana, adolescents whose fathers had less than 52 days of past-year marijuana use were more likely to use marijuana (ARR, 1.8; 95% CI, 1.2-2.7; P = .006). Compared with young adults whose fathers never used marijuana, young adults whose fathers had 52 days or more of past-year marijuana use were more likely to use marijuana (ARR, 2.1; 95% CI, 1.6-2.9; P < .001). Compared with their peers whose parents never used marijuana and after adjusting for covariates, the adjusted risk of past-year tobacco use was higher among adolescents whose mothers had lifetime marijuana use (ARR, 1.3; 95% CI, 1.0-1.6; P = .03), less than 52 days of past-year marijuana use (ARR, 1.5; 95% CI, 1.0-2.1; P = .04), or 52 days or more of past-year marijuana use (ARR, 1.6; 95% CI, 1.1-2.3; P = .03); adolescents whose fathers had lifetime marijuana use (ARR, 1.5; 95% CI, 1.1-1.9; P = .004) or 52 days or more of past-year marijuana use (ARR, 1.8; 95% CI, 1.2-2.7; P = .006); young adults whose mothers had lifetime marijuana use (ARR, 1.2; 95% CI, 1.0-1.4; P = .04); and young adults whose fathers had 52 days or more of past-year marijuana use (ARR, 1.4; 95% CI, 1.0-1.9; P = .046). Compared with their peers whose parents had no past marijuana use and after adjusting for covariates, risk of past-year alcohol use was higher among adolescents whose mothers had lifetime marijuana use (ARR, 1.2; 95% CI, 1.1-1.4; P = .004), less than 52 days of past-year marijuana use (ARR, 1.5; 95% CI, 1.2-1.9; P = .002), or 52 days or more of past-year marijuana use (ARR, 1.3; 95% CI, 1.0-1.7; P = .04). After adjusting for covariates, parental marijuana use was not associated with opioid misuse by offspring. In this cross-sectional study, parental marijuana use was associated with increased risk of substance use among adolescent and young adult offspring living in the same household. Screening household members for substance use and counseling parents on risks posed by current and past marijuana use are warranted.

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Testing gene × environment moderation of tobacco and marijuana use trajectories in adolescence and young adulthood.
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  • Cite Count Icon 84
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ELSA 2016 Cohort: Alcohol, Tobacco, and Marijuana Use and Their Association with Age of Drug Use Onset, Risk Perception, and Social Norms in Argentinean College Freshmen
  • Aug 25, 2017
  • Frontiers in Psychology
  • Angelina Pilatti + 2 more

The transition from high school to college is a high-risk stage for the initiation and escalation of substance use. Substance use and its associated risk factors have been thoroughly described in developed countries, such as the United States, but largely neglected in Argentina, a South American country with patterns of a collectivist culture. The present cross-sectional study describes the occurrence of alcohol, tobacco, and marijuana use and the association between these behaviors and the age of onset of substance use and cognitive (i.e., risk perception) and social (i.e., prescriptive) variables in a large sample of Argentinean college freshmen (n = 4083, 40.1% men; mean age = 19.39 ± 2.18 years). The response rate across courses was ≥90% and was similarly distributed across sex. Participants completed a survey that measured substance use (alcohol [with a focus on heavy drinking and binge drinking behaviors], tobacco, and marijuana), age of onset of the use of each substance, perceived risk associated with various substance use behaviors, prescriptive norms associated with substance use, and descriptive norms for alcohol use (AU). The results indicated that AU is nearly normative (90.4 and 80.3% with last year and last month use, respectively) in this population, and heavy drinking is highly prevalent (68.6 and 54.9% with heavy episodic and binge drinking, respectively), especially among those with an early drinking onset (97.8 and 93.6% with last year and last month use and 87.8 and 76.3% with heavy episodic and binge drinking, respectively). The last-year occurrence of tobacco and marijuana use was 36 and 28%, respectively. Early substance use was associated with the greater use of that specific substance. The students overestimated their same-sex friend’s AU, and women overestimated the level of AU of their best male friend. At the multivariate level, all of the predictors, with the exception of the parents’ prescriptive norms, significantly explained the frequency of marijuana and tobacco use and frequency of hazardous drinking. Overall, despite important cultural and contextual differences between Argentina and the United States, our findings suggest that certain vulnerability factors have a similar influence across these cultural contexts.

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  • Jul 27, 2024
  • Journal of social mathematical & human engineering sciences
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The initiation of substance use during adolescence is a significant public health concern with long-term implications. Structural and environmental factors, such as community-level crime statistics related to drug offenses, are often assumed to influence the likelihood of substance use among youth. However, the relationship between these environmental crime indicators and early substance use initiation in adolescents is not well understood. This study aims to examine the association between environmental drug-related crime statistics-derived from Uniform Crime Reports, including drug abuse violations, drug sales, marijuana sales, drug possession, and driving under the influence (DUI)-and the use of tobacco, marijuana, and alcohol among adolescents aged 9-16 in the United States. Data from the Adolescent Brain Cognitive Development (ABCD) study, which follows a cohort of adolescents from ages 9-10 to 16, were analyzed. 11,878 participants entered our analysis. The primary environmental measures included total drug abuse violations, drug sale offenses, marijuana sale offenses, drug possession offenses, and DUI reports. Substance use outcomes of interest were the frequency and prevalence of tobacco, marijuana, and alcohol use across the observed age range. Contrary to expectations, higher levels of drug-related crime in a community were not associated with increased use of tobacco, marijuana, or alcohol among adolescents. In fact, the study found a significant inverse relationship between the total number of drug-related crimes and tobacco use, suggesting lower tobacco use in areas with higher reported drug abuse violations, drug sales, marijuana sales, drug possession, and DUI incidents. No significant associations were observed between these crime indicators and the use of marijuana or alcohol. These findings challenge the prevailing assumption that higher environmental drug-related crime statistics necessarily predict greater substance use among adolescents. The observed inverse relationship between drug-related crime and tobacco use warrants further investigation to understand the underlying mechanisms and to inform targeted intervention strategies. Future research should explore the complex interplay between structural environmental factors and youth substance use to better inform public health policies.

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  • Cite Count Icon 61
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Prevalence and Perceived Financial Costs of Marijuana versus Tobacco use among Urban Low-Income Pregnant Women
  • Jan 1, 2012
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  • Jessica R Beatty

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  • Cite Count Icon 5
  • 10.5664/jcsm.9418
Associations between insufficient sleep and prescription opioid misuse among high school students in the United States
  • May 21, 2021
  • Journal of Clinical Sleep Medicine
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The aim of this study was to estimate the association between insufficient sleep and prescription opioid misuse among US high school students. Participants were 6,884 high school students who self-reported on sleep duration and prescription opioid misuse in the 2019 Youth Risk Behavior Survey. Sleep duration was categorized by the Youth Risk Behavior Survey according to the American Academy of Sleep Medicine guidelines as follows: recommended sleep duration (8-9 hours) vs insufficient sleep (< 8 hours). Participants also reported whether they had any prescription opioid misuse during their lifetime and whether they had prescription opioid misuse within the past 30 days. Most (79.4%) participants reported sleeping less than 8 hours per night. Among all youth, 12.9% reported lifetime prescription opioid misuse and 6.2% reported current prescription opioid misuse. Prevalence of both lifetime and current opioid medication misuse was higher among those also reporting insufficient sleep compared to those reporting recommended sleep duration (14.3% vs 7.7%, P < .0001 for lifetime misuse and 6.6% vs 4.3%, P = .0091 for current misuse). In multivariate models, insufficient sleep was associated with an increased odds of lifetime prescription opioid misuse (adjusted odds ratios = 1.4; 95% confidence interval, 1.1-1.2; P = .006); however, we did not find an association between sleep duration and current prescription opioid misuse in multivariate analysis. Sleep duration is associated with lifetime opioid misuse among US youth. Longitudinal studies are needed to test whether causal relationships exist, and to understand biobehavioral mechanisms that underlie associations between sleep deficiency and opioid misuse in adolescents. Groenewald CB, Rabbitts JA, Tham SW, Law EF, Palermo TM. Associations between insufficient sleep and prescription opioid misuse among high school students in the United States. J Clin Sleep Med. 2021;17(11):2205-2214.

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Tobacco and Marijuana Use and Effect on Gestational Weight Gain [A195
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  • Cite Count Icon 199
  • 10.1017/s0954579414000650
Alcohol, marijuana, and tobacco use trajectories from age 12 to 24 years: Demographic correlates and young adult substance use problems
  • Jul 14, 2014
  • Development and Psychopathology
  • Sarah E Nelson + 2 more

Substance use trajectories were examined from early adolescence to young adulthood among a diverse sample of 998 youths. Analysis of longitudinal data from ages 12 to 24 identified distinct trajectories for alcohol, marijuana, and tobacco use. Modeling revealed 8 alcohol, 7 marijuana, and 6 tobacco use trajectories. Analyses assessed risk for substance use problems in early adulthood within each trajectory, as well as overlap among alcohol, marijuana, and tobacco use trajectories. Findings confirmed that adolescents with early- and rapid-onset trajectories are particularly vulnerable to the development of problematic substance use in early adulthood. However, analyses also identified an escalating high school onset trajectory for alcohol and for marijuana use that was equally prognostic of problem use in adulthood. Moreover, tobacco use in early adolescence was associated with developing high-risk marijuana and alcohol use patterns. Random assignment to the Family Check-Up intervention was found to reduce risk for membership in the high-risk marijuana use trajectories, suggesting that family-based approaches delivered during adolescence can prevent escalations to problematic substance use. These findings suggest the importance of developmental heterogeneity and equifinality in considering prevention for alcohol and drug use.

  • Research Article
  • 10.1093/sleep/zsab072.625
627 Adolescent Delayed Sleep Phase and Circadian Irregularity Associated with Substance (Mis)Use in Young Adulthood
  • May 3, 2021
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  • Susan L Calhoun + 9 more

Introduction Substance use disorders are reaching epidemic proportions among adolescents and young adults. While disturbed, insufficient sleep is known to be associated with substance use, little is known about the role of circadian misalignment in precipitating or perpetuating substance misuse. Methods The Penn State Child Cohort is a population-based sample of 700 children (Mdn=9y), who were followed-up 8 years later as adolescents (N=421, Mdn=16y) and 15 years later as young adults (N=492, Mdn=24y). In adolescence, a delayed sleep phase was defined as a 7-night actigraphy-measured mean sleep midpoint later than 4:00 AM, while an irregular circadian phase as a within-subjects standard deviation in sleep midpoint greater than 1 hour. Alcohol, tobacco, and drug use was ascertained by parent- and/or self-reports in adolescence, while alcohol, tobacco and marijuana use was ascertained by self-reports in young adulthood. Logistic regression models tested the association between delayed and irregular circadian phase with substance use adjusted for age, sex, race/ethnicity, BMI, SES, mental health problems and psychoactive medications. Results Adolescents with a delayed sleep phase (n=164) showed later bed and wakeup times, lower morningness scores and greater circadian phase irregularity. Cross-sectionally, a delayed sleep phase in adolescence was associated with 1.9-fold odds (95%CI=1.1–3.2) of alcohol, tobacco and/or drug use; specifically, the odds of alcohol and tobacco use associated with a delayed sleep phase were 1.9-fold (95%CI=1.1–3.4) and 2.4-fold (95%CI=1.1–5.3), respectively, while non-significant for drug use (n=28) for which mental health problems were among the strongest risk factors (OR=3.0, 95%CI=1.3–6.8). Longitudinally, an irregular circadian phase in adolescence was associated with 2.2-fold odds (95%CI=1.1–4.5) of alcohol, tobacco and/or marijuana use in young adulthood; specifically, the odds of alcohol use in young adulthood associated with an irregular circadian phase in adolescence were 1.9-fold (95%CI=1.1–3.5), while non-significant for tobacco (n=58) or marijuana use (n=76) for which mental health problems were the strongest risk factor (OR=2.2, 95%CI=1.3–3.7). Conclusion A delayed or irregular circadian phase in adolescence is associated with substance use, particularly alcohol use in the transition to adulthood. Beyond disturbed and insufficient sleep, circadian misalignment should become a target of early interventions to prevent substance use disorders. Support (if any) R01MH118308, R01HL136587, R01HL97165, R01HL63772, UL1TR000127

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  • Cite Count Icon 1
  • 10.18332/tid/208001
Current marijuana use is associated with lower circulating α-Klotho levels in US adults even after adjusting for tobacco use: A national cross-sectional analysis of NHANES.
  • Jul 25, 2025
  • Tobacco induced diseases
  • Kai Wei + 1 more

α-Klotho is a circulating protein linked to longevity and healthy aging. While tobacco use is known to reduce α-Klotho levels, the effects of marijuana use on this aging-related biomarker remain unclear. This study aimed to examine the association between marijuana use and serum α-Klotho levels in a nationally representative sample of US adults. We conducted a secondary analysis of publicly available data from the National Health and Nutrition Examination Survey (NHANES) 2007-2016, including 6601 adults aged 40-59 years with available serum α-Klotho levels and complete substance use data. Multivariable linear regression models were used to estimate the association between marijuana use and α-Klotho levels. Current marijuana use was significantly associated with lower serum α-Klotho levels compared to never use (β= -0.084; 95% CI: -0.126 - -0.041), independent of tobacco and illicit drug use. In the combined exposure model, those using both marijuana and tobacco exhibited the greatest reduction in α-Klotho (β= -0.112; 95% CI: -0.162 - -0.062). The inverse association persisted across most subgroups, including both current smokers (β= -0.078; 95% CI: -0.134 - -0.021) and non-smokers (β= -0.087; 95% CI: -0.151 - -0.002). Marijuana use was independently associated with lower circulating α-Klotho levels, suggesting a potential link between cannabis exposure and accelerated biological aging, even after adjusting for tobacco use. These findings highlight the need for further longitudinal studies to investigate the long-term impact of marijuana and tobacco use on systemic aging processes and health effects.

  • Research Article
  • Cite Count Icon 12
  • 10.1080/10826084.2018.1528464
African–American Women’s Tobacco and Marijuana Use: The Effects of Social Context and Substance Use Perceptions
  • Mar 8, 2019
  • Substance Use & Misuse
  • Carrie B Oser + 5 more

Background: Despite the status of tobacco and marijuana as two of the most commonly used substances in the U.S., both have detrimental health and social consequences for disfranchized African–Americans. Substance use may be shaped by social contextual influences from families and peers in African–American communities, and little research has examined perceptions of wrongfulness, harms, and dangers associated with daily tobacco and marijuana use among African–American women. Objectives: This study explores the effects of African–American women’s social context and substance use perceptions (wrongfulness/harmfulness/dangerousness) on daily tobacco and marijuana use. Methods: Survey data was collected in-person from 521 African–American women. Multivariate logistic models identified the significant correlates of women’s daily use of tobacco and marijuana in the past six months. Results: 52.59% of participants reported daily tobacco use and 10.56% used marijuana daily. Multivariate models indicated that women were more likely to be daily tobacco users if they had a family member with a substance use problem or perceived tobacco use to be wrong, harmful, or more dangerous than marijuana. In the models with marijuana as the dependent variable, women who lived with a person who used drugs were more likely to use marijuana daily. Perceiving marijuana use as wrong or harmful to one’s health was protective against daily marijuana use. Conclusions: Findings stress the need for prevention and intervention efforts for African–American women that highlight social context influences and promote greater awareness of the health risks associated with daily tobacco and marijuana use.

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