Evidence map›Paper›PMID 35363270›Full record

ArticleJAMA network open2022

Longitudinal Analysis of Substance Use Disorder Symptom Severity at Age 18 Years and Substance Use Disorder in Adulthood.

Sean Esteban McCabe, John E Schulenberg, Ty S Schepis, Vita V McCabe, Philip T Veliz

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06221839 (Structural Racism, Neurocognition in Reward Related Decision Making and Substance Use Risk), which is not on this map. Cited by 47 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 2 pooled it
9.8field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06221839 recruitingnot on this mapstarted 2026, after this paper: background citation

Structural Racism, Neurocognition in Reward Related Decision Making and Substance Use Risk

TypeobservationalSponsorColumbia UniversityRan2026 to 2027Enrolled72ConditionsStructural Racism, Substance Use Risk
3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 2 syntheses or guidelines pooled it, 64 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  11. Model-based analysis of stop-signal data reveals robust neural and clinical correlates of evidence accumulation but not inhibition.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  12. Article
  13. Something is not nothing: Hair-tested substance use and cognitive functions in a large community sample of young adults.European psychiatry : the journal of the Association of European Psychiatrists · 2026
    Article
  14. Article
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  17. U.S. Pediatricians' Attitudes and Practices Around Screening for Substance Use in Adolescents.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2025
    Article
  18. Article
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  20. Neural Signatures of Cognitive Control Predict Future Adolescent Substance Use Onset and Frequency.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Sean Esteban McCabeCenter for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan, Ann Arbor.
John E SchulenbergCenter for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan, Ann Arbor.
Ty S SchepisCenter for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan, Ann Arbor.
Vita V McCabeCenter for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan, Ann Arbor.
Philip T VelizCenter for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan, Ann Arbor.
University of Michigan–Ann Arbor · USTexas State University · US

Funding

Monitoring the Future: Drug Use & Lifestyles of American Youth (Supp1: Nicotine Pouch and E-cigarette Use Among US Adolescents: National Estimates of Brand Use and Flavor Preferences)R01DA001411 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Richard A Miech · 1985 to 2026
$144.9M
Monitoring the Future: A Cohort-Sequential Panel Study of Drug Use, Ages 19-65 - Diversity Supplement (Solberg)R01DA016575 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Megan E. Patrick · 2003 to 2026
$44.6M
Trajectories of Prescription Nonmedical Drug MisuseR01DA031160 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SEAN ESTEBAN MCCABE · 2011 to 2026
$3.7M
Prescription Drug Misuse Characteristics in Adolescents and Young Adults: Influence of School EnrollmentR01DA043691 · NIDA · TEXAS STATE UNIVERSITY · PI TY Stephen SCHEPIS · 2017 to 2026
$1.8M
Longitudinal Changes in Recovery from Drug Use Disorders: A National StudyR01DA036541 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MCCABE, SEAN ESTEBAN · 2015 to 2017
$647k
Nonmedical prescription drug misuse among US older adults: subtypes,motives, and diversion sourcesR01DA042146 · NIDA · TEXAS STATE UNIVERSITY · PI SCHEPIS, TY STEPHEN · 2017 to 2021
$548k
NIDA NIH HHS R01 DA001411NIDA NIH HHS R01 DA016575NIDA NIH HHS R01 DA031160NIDA NIH HHS R01 DA036541NIDA NIH HHS R01 DA042146NIDA NIH HHS R01 DA043691
6 · The paper itself

Abstract

Importance: Although more than 1 in every 3 US individuals will develop a substance use disorder (SUD) in their lifetime, relatively little is known about the long-term sequelae of SUD symptoms from adolescence through adulthood. Objective: To evaluate the longitudinal associations between adolescents' SUD symptom severity with later medical use of prescription drugs (ie, opioids, sedatives, and tranquilizers), prescription drug misuse (PDM), and SUD symptoms at ages 35 to 50 years. Design, Setting, and Participants: Eleven cohorts of US 12th grade students were followed longitudinally from age 18 years (1976-1986) to age 50 years (2008-2018) in the Monitoring the Future (MTF) study. Baseline surveys were self-administered in classrooms, and follow-ups were conducted by mail. Data were analyzed from June 2021 to February 2022. Exposure: Response to MTF study between 1976 and 2018. Main Outcomes and Measures: Sociodemographic variables were measured at baseline. All bivariate and multivariate analyses use attrition weights to adjust for attrition by age 50 years within the sample. SUD symptoms, prescription drug use, and PDM were measured at baseline and every follow-up. Results: The sample of 5317 individuals was 51.2% female (2685 participants; 95% CI, 49.6%-52.6%) and 77.9% White (4222 participants; 95% CI, 77.6%-79.1%). Participants were surveyed beginning at age 18 years and ending at age 50 years. The baseline response rate ranged from 77% to 84%, and the 32-year retention rate was 53%. Most adolescents with most severe SUD symptoms at age 18 years had 2 or more SUD symptoms in adulthood (316 participants [61.6%]; 95% CI, 55.7%-66.9%), and this association held for baseline alcohol, cannabis, and other drug use disorder symptoms. Adolescents with the highest SUD symptom severity at age 18 years had the highest adjusted odds of prescription drug use and PDM in adulthood (4-5 symptoms, adjusted odds ratio, 1.56; 95% CI, 1.06-2.32; ≥6 symptoms, adjusted odds ratio, 1.55; 95% CI, 1.11-2.16). The majority of adults using prescribed opioids, sedatives, or tranquilizers (568 participants [52.2%]; 95% CI, 48.4%-55.9%) in the past year had multiple SUD symptoms at age 18 years. Conclusions and Relevance: These findings suggest that most adolescents with severe SUD symptoms do not transition out of symptomatic substance use, and the long-term sequelae for adolescents with more severe SUD symptoms are more deleterious than those for adolescents with no or low severity. Prescribers should be aware that many adults prescribed opioids, sedatives, or tranquilizers had multiple SUD symptoms during adolescence and require careful assessment and monitoring.

Indexed as

Prescription Drug MisusePrescription DrugsSubstance-Related DisordersAdolescentAdultAnalgesics, OpioidFemaleHumansHypnotics and SedativesMaleMiddle AgedAnalgesics, OpioidHypnotics and SedativesPrescription Drugs

Identifiers

PMID35363270
PMCPMC8976240
OpenAlexW4224242436

What OpenQuestion holds

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LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.