Abstract
Background
Impairments in inhibitory control and its underlying brain networks (control/salience
areas) are associated with substance misuse. Research often assumes a causal substance
exposure effect on brain structure. This assumption remains largely untested, and
other factors (e.g., familial risk) may confound exposure effects. We leveraged a
genetically informative sample of twins aged 24 years and a quasi-experimental co-twin
control design to separate alcohol or cannabis exposure effects during emerging adulthood
from familial risk on control/salience network cortical thickness.
Methods
In a population-based sample of 436 twins aged 24 years, dimensional measures of alcohol
and cannabis use (e.g., frequency, density, quantity, intoxications) across emerging
adulthood were assessed. Cortical thickness of control/salience network areas were
assessed using magnetic resonance imaging and defined by a fine-grained cortical atlas.
Results
Greater alcohol, but not cannabis, misuse was associated with reduced thickness of
prefrontal (e.g., dorso/ventrolateral, right frontal operculum) and frontal medial
cortices, as well as temporal lobe, intraparietal sulcus, insula, parietal operculum,
precuneus, and parietal medial areas. Effects were predominately (pre)frontal and
right lateralized. Co-twin control analyses suggested that the effects likely reflect
both the familial predisposition to misuse alcohol and, specifically for lateral prefrontal,
frontal/parietal medial, and right frontal operculum, an alcohol exposure effect.
Conclusions
This study provides novel evidence that alcohol-related reductions in cortical thickness
of control/salience brain networks likely represent the effects of alcohol exposure
and premorbid characteristics of the genetic predisposition to misuse alcohol. The
dual effects of these two alcohol-related causal influences have important and complementary
implications regarding public health and prevention efforts to curb youth drinking.
Keywords
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References
- Key substance use and mental health indicators in the United States: Results from the 2018 National Survey on Drug Use and Health (HHS Publication No. PEP19-5068, NSDUH Series H-54).Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration, Rockville2019
- Neurodevelopmental trajectories of the human cerebral cortex.J Neurosci. 2008; 28: 3586-3594
- Mapping cortical change across the human life span.Nat Neurosci. 2003; 6: 309-315
- Prevalence of 12-month alcohol use, high-risk drinking, and DSM-IV alcohol use disorder in the United States, 2001-2002 to 2012-2013: Results From the National Epidemiologic Survey on Alcohol and Related Conditions.JAMA Psychiatry. 2017; 74: 911-923
- Decline in genetic influence on the co-occurrence of alcohol, marijuana, and nicotine dependence symptoms from age 14 to 29.Am J Psychiatry. 2012; 169: 1073-1081
- Drug addiction: Updating actions to habits to compulsions ten years on.Annu Rev Psychol. 2016; 67: 23-50
- Addiction, compulsive drug seeking, and the role of frontostriatal mechanisms in regulating inhibitory control.Neurosci Biobehav Rev. 2010; 35: 248-275
- Neuroimaging impaired response inhibition and salience attribution in human drug addiction: A systematic review.Neuron. 2018; 98: 886-903
- Neurocircuitry of addiction [published correction appears in Neuropsychopharmacology 2010; 35:1051].Neuropsychopharmacology. 2010; 35: 217-238
- Brain structure in adolescents and young adults with alcohol problems: Systematic review of imaging studies.Alcohol Alcohol. 2013; 48: 433-444
- Mega-analysis of gray matter volume in substance dependence: General and substance-specific regional effects.Am J Psychiatry. 2019; 176: 119-128
- Alcohol and the human brain: A systematic review of different neuroimaging methods.Alcohol Clin Exp Res. 2011; 35: 1771-1793
- The organization of the human cerebral cortex estimated by intrinsic functional connectivity.J Neurophysiol. 2011; 106: 1125-1165
- Neurocognitive mechanisms of cognitive control: The role of prefrontal cortex in action selection, response inhibition, performance monitoring, and reward-based learning.Brain Cogn. 2004; 56: 129-140
- Conflict monitoring and cognitive control.Psychol Rev. 2001; 108: 624-652
- Motivation and cognitive control: From behavior to neural mechanism.Annu Rev Psychol. 2015; 66: 83-113
- Neurophysiology of performance monitoring and adaptive behavior.Physiol Rev. 2014; 94: 35-79
- Inhibition and the right inferior frontal cortex: One decade on.Trends Cogn Sci. 2014; 18: 177-185
- Electroencephalography of response inhibition tasks: Functional networks and cognitive contributions.Int J Psychophysiol. 2013; 87: 217-233
- Dysfunction of the prefrontal cortex in addiction: Neuroimaging findings and clinical implications.Nat Rev Neurosci. 2011; 12: 652-669
- Neuroimaging in cannabis use: A systematic review of the literature.Psychol Med. 2010; 40: 383-398
- The neuropsychopharmacology of cannabis: A review of human imaging studies.Pharmacol Ther. 2019; 195: 132-161
- Structural neuroimaging correlates of alcohol and cannabis use in adolescents and adults.Addiction. 2017; 112: 2144-2154
- Lifetime use of cannabis from longitudinal assessments, cannabinoid receptor (CNR1) variation, and reduced volume of the right anterior cingulate.Psychiatry Res Neuroimaging. 2016; 255: 24-34
- Neurotoxic effects of alcohol in adolescence.Annu Rev Clin Psychol. 2013; 9: 703-721
- Negative and interactive effects of sex, aging, and alcohol abuse on gray matter morphometry.Hum Brain Mapp. 2016; 37: 2276-2292
- Monkeys that voluntarily and chronically drink alcohol damage their brains: A longitudinal MRI study.Neuropsychopharmacology. 2014; 39: 823-830
- Chronic alcohol drinking slows brain development in adolescent and young adult nonhuman primates.eNeuro. 2019; 6 (ENEURO.0044–19.2019)
- Effects of alcohol use initiation on brain structure in typically developing adolescents.Am J Drug Alcohol Abuse. 2013; 39: 345-355
- Altered brain developmental trajectories in adolescents after initiating drinking.Am J Psychiatry. 2018; 175: 370-380
- Brain development in heavy-drinking adolescents.Am J Psychiatry. 2015; 172: 531-542
- Behavioral disinhibition and the development of early-onset addiction: Common and specific influences.Annu Rev Clin Psychol. 2008; 4: 325-348
- Parsing the undercontrol/disinhibition pathway to substance use disorders: A multilevel developmental problem.Child Dev Perspect. 2011; 5: 248-255
- Cortical thickness in adolescents with a family history of alcohol use disorder.Alcohol Clin Exp Res. 2018; 42: 89-99
- Do natural experiments have an important future in the study of mental disorders?.Psychol Med. 2019; 49: 1079-1088
- The design versus the analysis of observational studies for causal effects: Parallels with the design of randomized trials.Stat Med. 2007; 26: 20-36
- Causal inference and observational research: The utility of twins.Perspect Psychol Sci. 2010; 5: 546-556
- Regression models for twin studies: A critical review.Int J Epidemiol. 2005; 34: 1089-1099
- An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest.Neuroimage. 2006; 31: 968-980
- Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity MRI.Cereb Cortex. 2018; 28: 3095-3114
- Cognitive control and right ventrolateral prefrontal cortex: Reflexive reorienting, motor inhibition, and action updating.Ann N Y Acad Sci. 2011; 1224: 40-62
- Dynamics of cognitive control: Theoretical bases, paradigms, and a view for the future.Psychophysiology. 2018; 55: 1-29
- Sex differences in animal models: Focus on addiction.Pharmacol Rev. 2016; 68: 242-263
- Sex and gender-related differences in alcohol use and its consequences: Contemporary knowledge and future research considerations.Drug Alcohol Depend. 2015; 156: 1-13
- Astrocyte dysfunction induced by alcohol in females but not males.Brain Pathol. 2016; 26: 433-451
- Risk profiles for heavy drinking in adolescence: Differential effects of gender.Addict Biol. 2019; 24: 787-801
- The enrichment study of the Minnesota twin family study: Increasing the yield of twin families at high risk for externalizing psychopathology.Twin Res Hum Genet. 2009; 12: 489-501
- Composite International Diagnostic Interview.Expanded Substance Abuse Module, St Louis: Authors1987
- Impact of alcohol use on EEG dynamics of response inhibition: A cotwin control analysis.Addict Biol. 2018; 23: 256-267
- Testing the effects of adolescent alcohol use on adult conflict-related theta dynamics.Clin Neurophysiol. 2017; 128: 2358-2368
- Parietal P3 and midfrontal theta prospectively predict the development of adolescent alcohol use.Psychol Med. 2021; : 416-425
- Adolescent drinking and brain morphometry: A co-twin control analysis.Dev Cogn Neurosci. 2015; 16: 130-138
- Problematic alcohol use and hippocampal volume in a female sample: Disentangling cause from consequence using a co-twin control study design.Psychol Med. 2018; 48: 1673-1684
- Adolescent drinking and motivated decision-making: A cotwin-control investigation with monozygotic twins.Behav Genet. 2014; 44: 407-418
- Parent-offspring similarity for drinking: A longitudinal adoption study.Behav Genet. 2014; 44: 620-628
- Whole brain segmentation: Automated labeling of neuroanatomical structures in the human brain.Neuron. 2002; 33: 341-355
- Automatically parcellating the human cerebral cortex.Cereb Cortex. 2004; 14: 11-22
- The role of the medial frontal cortex in cognitive control.Science. 2004; 306: 443-447
- Fitting linear mixed-effects models using lme4.J Stat Softw. 2015; 67: 1-48
- R: A language and environment for statistical computing.(Available at:)https://www.R-project.org/Date accessed: July 5, 2019
- lmerTest package: Tests in linear mixed effects models.J Stat Soft. 2017; 82: 1-26
- Statistical significance for genomewide studies.Proc Natl Acad Sci U S A. 2003; 100: 9440-9445
- The positive false discovery rate: A Bayesian interpretation and the q-value.Ann Statist. 2003; 31: 2013-2035
- qvalue: Q-value estimation for false discovery rate control. R package version 2.18.0.(Available at:) (Accessed July 10, 2020)
- Proceeding from observed correlation to causal inference: The use of natural experiments.Perspect Psychol Sci. 2007; 2: 377-395
- Separation of individual-level and cluster-level covariate effects in regression analysis of correlated data.Stat Med. 2003; 22: 2591-2602
- Convergent evidence for predispositional effects of brain gray matter volume on alcohol consumption.Biol Psychiatry. 2020; 87: 645-655
- Frontal theta as a mechanism for cognitive control.Trends Cogn Sci. 2014; 18: 414-421
- Network hubs in the human brain.Trends Cogn Sci. 2013; 17: 683-696
- Unbalanced neuronal circuits in addiction.Curr Opin Neurobiol. 2013; 23: 639-648
- Recreational marijuana use impacts white matter integrity and subcortical (but not cortical) morphometry.Neuroimage Clin. 2016; 12: 47-56
- Daily marijuana use is not associated with brain morphometric measures in adolescents or adults.J Neurosci. 2015; 35: 1505-1512
- A cotwin-control analysis of adolescent and young adult drinking effects on learning and memory [published online ahead of print Nov 16].Addiction. 2020;
- Shared predisposition in the association between cannabis use and subcortical brain structure.JAMA Psychiatry. 2015; 72: 994-1001
- A neural microcircuit for cognitive conflict detection and signaling.Trends Neurosci. 2014; 37: 480-490
- Genome-wide association study of alcohol consumption and use disorder in 274,424 individuals from multiple populations.Nat Commun. 2019; 10: 1499
- Recent efforts to dissect the genetic basis of alcohol use and abuse.Biol Psychiatry. 2020; 87: 609-618
- Endophenotype best practices.Int J Psychophysiol. 2017; 111: 115-144
- The endophenotype concept in psychiatry: Etymology and strategic intentions.Am J Psychiatry. 2003; 160: 636-645
- Effects of neuromodulation on cognitive performance in individuals exhibiting addictive behaviors: A systematic review.Drug Alcohol Depend. 2018; 192: 338-351
- The utility of twins in developmental cognitive neuroscience research: How twins strengthen the ABCD research design.Dev Cogn Neurosci. 2018; 32: 30-42
- Visualisation of brain statistics with R-packages ggseg and ggseg3d.(Available at:) (Accessed January 14, 2020)
- Visualization of regression models using visreg.R J. 2017; 9: 56-71
Article Info
Publication History
Published online: January 20, 2021
Accepted:
January 5,
2021
Received in revised form:
January 5,
2021
Received:
August 21,
2020
Identification
Copyright
© 2021 Society of Biological Psychiatry.