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Abstract
BACKGROUND AND AIMS: There have been few longitudinal studies of association between alcohol use and cognitive functioning in young people. We aimed to examine whether alcohol use is a causal risk factor for deficient cognitive functioning in young adults.
DESIGN: Linear regression was used to examine the relationship between longitudinal latent class patterns of binge drinking and subsequent cognitive functioning. Two-sample Mendelian randomisation (MR) tested evidence for the causal relationship between alcohol use and cognitive functioning.
SETTING: South West England.
PARTICIPANTS: The observational study included 3,155 adolescents and their parents (fully adjusted models) from the Avon Longitudinal Study of Parents and Children (ALSPAC). Genetic instruments for alcohol use were based on almost 1,000,000 individuals from the GWAS & Sequencing Consortium of Alcohol and Nicotine use (GSCAN). Genome-wide association studies for cognitive outcomes were based on 2,500 individuals from ALSPAC.
MEASUREMENTS: Binge drinking was assessed at approximately 16, 17, 18, 21, and 23 years. Cognitive functioning comprised working memory, response inhibition, and emotion recognition assessed at 24 years of age. Ninety-nine independent genome-wide significant SNPs associated with 'number of drinks per week' were used as the genetic instrument for alcohol consumption. Potential confounders were included in the observational analyses.
FINDINGS: Four binge drinking classes were identified: 'low-risk' (41%), 'early-onset monthly' (19%), 'adult frequent' (23%), and 'early-onset frequent' (17%). The association between early-onset frequent binge drinking and cognitive functioning: working memory (b=0.09, 95%CI=-0.10 to 0.28), response inhibition (b=0.70, 95%CI=-10.55 to 11.95), and emotion recognition (b=0.01, 95%CI=-0.01 to 0.02) in comparison to low-risk drinkers was inconclusive as to whether a difference was present. Two-sample MR analyses similarly provided little evidence that alcohol use is associated with deficits in working memory using the inverse variance weight (b=0.29, 95%CI=-0.42 to 0.99), response inhibition (b=-0.32, 95%CI=-1.04 to 0.39), and emotion recognition (b=0.03, 95%CI=-0.55 to 0.61).
CONCLUSIONS: Binge drinking in adolescence and early adulthood may not be causally related to deficiencies in working memory, response inhibition, or emotion recognition in youths.
Original language | English |
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Number of pages | 11 |
Journal | Addiction |
Early online date | 25 Apr 2020 |
DOIs | |
Publication status | E-pub ahead of print - 25 Apr 2020 |
Structured keywords
- Physical and Mental Health
- Tobacco and Alcohol
Keywords
- Alcohol
- ALSPAC
- cognition
- longitudinal latent class analysis
- Mendelian randomization
- prospective
Fingerprint
Dive into the research topics of 'Alcohol use and cognitive functioning in young adults: improving causal inference'. Together they form a unique fingerprint.Projects
- 1 Finished
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Revised: 'Excessive drinking and alcohol related harms in Adulthood: ALSPAC at 24 MR/L022206/1'
1/06/15 → 31/05/20
Project: Research
Datasets
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Genome-wide association study of emotion recognition
Mahedy, L. (Creator), Suddell, S. (Creator), Skirrow, C. (Creator), Wootton, R. E. (Creator), Fernandes, G. S. (Creator), Heron, J. E. (Creator), Field, M. (Creator), Hickman, M. (Creator), Munafo, M. R. (Creator) & Munafo, M. R. (Data Manager), University of Bristol, 5 Mar 2020
DOI: 10.5523/bris.2774f89r0hf0a2t76atdeu753c, http://data.bris.ac.uk/data/dataset/2774f89r0hf0a2t76atdeu753c
Dataset
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Genome-wide association study of response inhibition
Mahedy, L. (Creator), Suddell, S. (Creator), Skirrow, C. (Creator), Wootton, R. E. (Creator), Fernandes, G. S. (Creator), Heron, J. E. (Creator), Field, M. (Creator), Hickman, M. (Creator), Munafo, M. R. (Creator) & Munafo, M. R. (Data Manager), University of Bristol, 5 Mar 2020
DOI: 10.5523/bris.2nu9kzcjeyuu72hvi24968pe66, http://data.bris.ac.uk/data/dataset/2nu9kzcjeyuu72hvi24968pe66
Dataset
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Genome-wide association of working memory
Mahedy, L. (Creator), Suddell, S. (Creator), Skirrow, C. (Creator), Wootton, R. E. (Creator), Fernandes, G. S. (Creator), Heron, J. E. (Creator), Field, M. (Creator), Hickman, M. (Creator), Munafo, M. R. (Creator) & Munafo, M. R. (Data Manager), University of Bristol, 5 Mar 2020
DOI: 10.5523/bris.2ux5exb501kds2pq7wv8o6dv85, http://data.bris.ac.uk/data/dataset/2ux5exb501kds2pq7wv8o6dv85
Dataset