Literature DB >> 26190689

Predictors of comorbid polysubstance use and mental health disorders in young adults-a latent class analysis.

Caroline L Salom1, Kim S Betts1, Gail M Williams1, Jackob M Najman1,2, Rosa Alati1,3.   

Abstract

AIM: The co-occurrence of mental health and substance use disorders adds complexity to already-significant health burdens. This study tests whether mental health disorders group differently across substance use disorder types and compares associations of early factors with the development of differing comorbidities.
DESIGN: Consecutive antenatal clinic attendees were recruited to the longitudinal Mater-University of Queensland Study of Pregnancy (MUSP). Mother/offspring dyads were followed over 21 years.
SETTING: Mater-Misericordiae Public Hospital, Brisbane, Australia. PARTICIPANTS: MUSP offspring with maternal baseline information (n = 7223), offspring behaviour data at 14 (n = 4815) and psychiatric diagnoses at 21 (n = 2575). MEASUREMENTS: The Composite International Diagnostic Interview yielded life-time diagnoses of mental health (MH) and substance use (SU) disorders for offspring, then latent class modelling predicted membership of polydisorder groups. We fitted the resulting estimates in multinomial logistic regression models, adjusting for maternal smoking, drinking and mental health, adolescent drinking, smoking and behaviour and mother-child closeness.
FINDINGS: Fit indices [Bayesian information criterion (BIC) = 12 415; Akaike information criterion (AIC) = 12 234] from LCA supported a four-class solution: low disorder (73.6%), MH/low SU disorder (10.6%), alcohol/cannabis/low MH disorder (12.2%) and poly SU/moderate MH disorder (3.5%). Adolescent drinking predicted poly SU/MH disorders [odds ratio (OR) = 3.34, 95% confidence interval (CI) = 1.42-7.84], while externalizing predicted membership of both SU disorder groups (ORalcohol/cannabis  = 2.04, 95% CI = 1.11-3.75; ORpolysubstance  = 2.65, 95% CI = 1.1-6.08). Maternal smoking during pregnancy predicted MH (OR = 1.53, 95% CI = 1.06-2.23) and alcohol/cannabis-use disorders (OR = 1.73; 95% CI = 1.22-2.45). Low maternal warmth predicted mental health disorders only (OR = 2.21, 95% CI = 1.32-3.71).
CONCLUSIONS: Mental health disorders are more likely in young adults with polysubstance use disorders than those with alcohol/cannabis use disorders. Predictors of comorbid mental health/polysubstance use disorders differ from those for alcohol/cannabis use disorders, and are detectable during adolescence.
© 2015 Society for the Study of Addiction.

Entities:  

Keywords:  Alcohol; anxiety; cannabis; comorbid; depression; latent class analysis; polysubstance use

Mesh:

Year:  2015        PMID: 26190689     DOI: 10.1111/add.13058

Source DB:  PubMed          Journal:  Addiction        ISSN: 0965-2140            Impact factor:   6.526


  19 in total

1.  Onset, Comorbidity, and Predictors of Nicotine, Alcohol, and Marijuana Use Disorders Among North American Indigenous Adolescents.

Authors:  Dane Hautala; Kelley Sittner; Melissa Walls
Journal:  J Abnorm Child Psychol       Date:  2019-06

2.  The Comorbidity of Psychiatric and Substance Use Disorders Among Hispanic Adolescents.

Authors:  Karina A Gattamorta; Maite P Mena; Jordan B Ainsley; Daniel A Santisteban
Journal:  J Dual Diagn       Date:  2017-06-29

3.  Polysubstance use profiles among electronic dance music party attendees in New York City and their relation to use of new psychoactive substances.

Authors:  Fermín Fernández-Calderón; Charles M Cleland; Joseph J Palamar
Journal:  Addict Behav       Date:  2017-11-04       Impact factor: 3.913

4.  Effects of familial and non-familial warmth during childhood and adolescence on sexual-orientation disparities in alcohol use trajectories and disorder during emerging adulthood.

Authors:  Robert W S Coulter; Hee-Jin Jun; Nhan Truong; Christina Mair; Nina Markovic; M Reuel Friedman; Anthony J Silvestre; Ron Stall; Heather L Corliss
Journal:  Drug Alcohol Depend       Date:  2019-10-18       Impact factor: 4.492

Review 5.  The link between schizophrenia and substance use disorder: A unifying hypothesis.

Authors:  Jibran Y Khokhar; Lucas L Dwiel; Angela M Henricks; Wilder T Doucette; Alan I Green
Journal:  Schizophr Res       Date:  2017-04-14       Impact factor: 4.939

Review 6.  Protecting children and adolescents against the risks of vaping.

Authors:  Nicholas Chadi; Ellie Vyver; Richard E Bélanger
Journal:  Paediatr Child Health       Date:  2021-09-17       Impact factor: 2.600

7.  Do Callous-Unemotional Traits and Conduct Disorder Symptoms Predict the Onset and Development of Adolescent Substance Use?

Authors:  Sarah L Anderson; Yao Zheng; Robert J McMahon
Journal:  Child Psychiatry Hum Dev       Date:  2018-10

8.  The association between early exposure to violence in emerging adulthood and substance use in early-adulthood among inner-city individuals.

Authors:  Douglas R Roehler; Justin E Heinze; Sarah A Stoddard; Jose A Bauermeister; Marc A Zimmerman
Journal:  Emerg Adulthood       Date:  2017-09-04

9.  Perceived racial discrimination and polysubstance use among African American and Afro-Caribbean adults: Results from the National Survey of American Life.

Authors:  Delvon T Mattingly; Nancy L Fleischer; David C Colston; Briana Mezuk
Journal:  J Ethn Subst Abuse       Date:  2020-11-02       Impact factor: 1.507

10.  Relationship between Comorbid Drug Use Disorders, Affective Disorders, and Current Smoking.

Authors:  Maria A Parker; Andrea C Villanti
Journal:  Subst Use Misuse       Date:  2020-11-03       Impact factor: 2.164

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