187 results on '"Slutske, WS"'
Search Results
2. Secular Change and Gene-environment Interaction Effects in Alcoholism: Results from the Young Adult Australian Twin Cohort
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Heath, AC, Bucholz, KK, Nelson, E, Madden, PAF, Slutske, WS, and Martin, NG
- Published
- 2001
3. Pathological gambling recovery in the absence of abstinence.
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Slutske WS, Piasecki TM, Blaszczynski A, and Martin NG
- Abstract
Aims To examine the role of abstinence from gambling versus controlled gambling in recovery from pathological gambling (PG) in a community-based survey. Design Individuals with a life-time history of PG identified in a community-based survey were divided into three groups based on their current levels of PG symptoms. These three groups were compared to each other on their past-year gambling involvement. Setting National general population twin survey conducted in Australia. Participants Overall, there were 4764 participants in the community-based survey (mean age 37.7 years, 57.2% women). Among these were 104 participants with a life-time history of PG; of the 104 with a life-time diagnosis of PG, 28 had a past-year diagnosis of PG, 32 had past-year problem gambling and 44 had no symptoms of PG in the past year ('recovery'). Measurements The measure of PG was based on the NODS (NORC DSM-IV Screen for Gambling Problems). Past-year participation in 11 different gambling activities was assessed, as well as the following composite indicators: any gambling, gambling versatility, the number of days and hours spent gambling and the proportion of household income spent on gambling. Findings Ninety per cent of those in the recovery group participated in some form of gambling in the past year. Conclusions In this general population survey, nearly all the PG recoveries were achieved in the absence of abstinence. Controlled gambling appears to be a popular road to recovery in the community. [ABSTRACT FROM AUTHOR]
- Published
- 2010
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4. Maternal alcohol use disorder and offspring ADHD: disentangling genetic and environmental effects using a children-of-twins design.
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Knopik VS, Heath AC, Jacob T, Slutske WS, Bucholz KK, Madden PAF, Waldron M, and Martin NG
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Background. Children of alcoholics are significantly more likely to experience high-risk environmental exposures, including prenatal substance exposure, and are more likely to exhibit externalizing problems [e.g. attention deficit hyperactivity disorder (ADHD)]. While there is evidence that genetic influences and prenatal nicotine and/or alcohol exposure play separate roles in determining risk of ADHD, little has been done on determining the joint roles that genetic risk associated with maternal alcohol use disorder (AUD) and prenatal risk factors play in determining risk of ADHD.Method. Using a children-of-twins design, diagnostic telephone interview data from high-risk families (female monozygotic and dizygotic twins concordant or discordant for AUD as parents) and control families targeted from a large Australian twin cohort were analyzed using logistic regression models.Results. Offspring of twins with a history of AUD, as well as offspring of non-AUD monozygotic twins whose co-twin had AUD, were significantly more likely to exhibit ADHD than offspring of controls. This pattern is consistent with a genetic explanation for the association between maternal AUD and increased offspring risk of ADHD. Adjustment for prenatal smoking, which remained significantly predictive, did not remove the significant genetic association between maternal AUD and offspring ADHD.Conclusions. While maternal smoking during pregnancy probably contributes to the association between maternal AUD and offspring ADHD risk, the evidence for a significant genetic correlation suggests: (i) pleiotropic genetic effects, with some genes that influence risk of AUD also influencing vulnerability to ADHD; or (ii) ADHD is a direct risk-factor for AUD. [ABSTRACT FROM AUTHOR]
- Published
- 2006
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5. Contributions of parental alcoholism, prenatal substance exposure, and genetic transmission to child ADHD risk: a female twin study.
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Knopik VS, Sparrow EP, Madden PAF, Bucholz KK, Hudziak JJ, Reich W, Slutske WS, Grant JD, McLaughlin TL, Todorov A, Todd RD, and Heath AC
- Abstract
BACKGROUND: Genetic influences have been shown to play a major role in determining the risk of attention-deficit hyperactivity disorder (ADHD). In addition, prenatal exposure to nicotine and/or alcohol has also been suggested to increase risk of the disorder. Little attention, however, has been directed to investigating the roles of genetic transmission and prenatal exposure simultaneously. METHOD: Diagnostic telephone interview data from parents of Missouri adolescent female twin pairs born during 1975-1985 were analyzed. Logistic regression models were fitted to interview data from a total of 1936 twin pairs (1091 MZ and 845 DZ pairs) to determine the relative contributions of parental smoking and drinking behavior (both during and outside of pregnancy) as risk factors for DSM-IV ADHD. Structural equation models were fitted to determine the extent of residual genetic and environmental influences on ADHD risk while controlling for effects of prenatal and parental predictors on risk. RESULTS: ADHD was more likely to be diagnosed in girls whose mothers or fathers were alcohol dependent, whose mothers reported heavy alcohol use during pregnancy, and in those with low birth weight. Controlling for other risk factors, risk was not significantly increased in those whose mothers smoked during pregnancy. After allowing for effects of prenatal and childhood predictors, 86% of the residual variance in ADHD risk was attributable to genetic effects and 14% to non-shared environmental influences. CONCLUSIONS: Prenatal and parental risk factors may not be important mediators of influences on risk with much of the association between these variables and ADHD appearing to be indirect. [ABSTRACT FROM AUTHOR]
- Published
- 2005
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6. Genetic effects on alcohol dependence risk: re-evaluating the importance of psychiatric and other heritable risk factors.
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Knopik VS, Heath AC, Madden PAF, Bucholz KK, Slutske WS, Nelson EC, Statham D, Whitfield JB, and Martin NG
- Abstract
Background. Genetic influences have been shown to play a major role in determining the risk of alcohol dependence (AD) in both women and men; however, little attention has been directed to identifying the major sources of genetic variation in AD risk.Method. Diagnostic telephone interview data from young adult Australian twin pairs born between 1964 and 1971 were analyzed. Cox regression models were fitted to interview data from a total of 2708 complete twin pairs (690 MZ female, 485 MZ male, 500 DZ female, 384 DZ male, and 649 DZ female/male pairs). Structural equation models were fitted to determine the extent of residual genetic and environmental influences on AD risk while controlling for effects of sociodemographic and psychiatric predictors on risk.Results. Risk of AD was increased in males, in Roman Catholics, in those reporting a history of major depression, social anxiety problems, and conduct disorder, or (in females only) a history of suicide attempt and childhood sexual abuse; but was decreased in those reporting Baptist, Methodist, or Orthodox religion, in those who reported weekly church attendance, and in university-educated males. After allowing for the effects of sociodemographic and psychiatric predictors, 47% (95% CI 28-55) of the residual variance in alcoholism risk was attributable to additive genetic effects, 0% (95% CI 0-14) to shared environmental factors, and 53% (95% CI 45-63) to non-shared environmental influences.Conclusions. Controlling for other risk factors, substantial residual heritability of AD was observed, suggesting that psychiatric and other risk factors play a minor role in the inheritance of AD. [ABSTRACT FROM AUTHOR]
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- 2004
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7. Defining nicotine dependence for genetic research: evidence from Australian twins.
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Lessov CN, Martin NG, Statham DJ, Todorov AA, Slutske WS, Bucholz KK, Heath AC, and Madden PAF
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BACKGROUND: Whether current criteria used to define nicotine dependence are informative for genetic research is an important empirical question. The authors used items of the DSM-IV and of the Heaviness of Smoking Index to characterize the nicotine dependence phenotype and to identify salient symptoms in a genetically informative community sample of Australian young adult female and male twins. METHOD: Phenotypic and genetic factor analyses were performed on nine dependence symptoms (the seven DSM-IV substance dependence criteria and the two Heaviness of Smoking Index (HSI) items derived from the Fagerström Tolerance Questionnaire, time to first cigarette in the morning and number of cigarettes smoked per day). Phenotypic and genetic analyses were restricted to ever smokers. RESULTS: Phenotypic nicotine dependence symptom covariation was best captured by two factors with a similar pattern of factor loadings for women and men. In genetic factor analysis item covariation was best captured by two genetic but one shared environmental factor for both women and men; however, item factor loadings differed by gender. All nicotine dependence symptoms were substantially heritable, except for the DSM-IV criterion of 'giving up or reducing important activities in order to smoke', which was weakly familial. CONCLUSIONS: The salient behavioral indices of nicotine dependence are similar for women and men. DSM-IV criteria of tolerance, withdrawal, and experiencing difficulty quitting and HSI items time to first cigarette in the morning and number of cigarettes smoked per day may represent the most highly heritable symptoms of nicotine dependence for both women and men. [ABSTRACT FROM AUTHOR]
- Published
- 2004
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8. Development and initial validation of the Hangover Symptoms Scale: prevalence and correlates of hangover symptoms in college students.
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Slutske WS, Piasecki TM, and Hunt-Carter EE
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BACKGROUND: Despite its ubiquity, hangover has received remarkably little systematic attention in alcohol research. This may be due in part to the lack of a standard measure of hangover symptoms that cleanly taps the physiologic and subjective effects commonly experienced the morning after drinking. In the present study, we developed and evaluated a new scale, the Hangover Symptoms Scale (HSS), to potentially fill this void. METHODS: Participants were 1230 currently drinking college students (62% women, 91% Caucasian). They were administered a self-report inventory in which they reported the frequency of occurrence of 13 different hangover symptoms during the past 12 months. Participants also reported their history of alcohol involvement, alcohol-related problems, and family history of alcohol-related problems. RESULTS: On average, participants experienced 5 out of 13 different hangover symptoms in the past year; the three most common symptoms were feeling extremely thirsty/dehydrated, feeling more tired than usual, and headache. Higher scores on the HSS were significantly positively associated with the frequency of drinking and getting drunk and the typical quantity of alcohol consumed when drinking, a personal history of alcohol-related problems, and a family history of alcohol-related problems. After controlling for sex differences in alcohol involvement, women had higher scores on the HSS than men. CONCLUSIONS: The HSS appears to capture a reasonably valid set of adjectives describing common hangover effects. It is hoped that the availability of a brief, valid hangover assessment such as the HSS will encourage further study of hangover's frequency, correlates, and consequences. Future research is needed to explore the performance of a re-worded HSS in laboratory settings, which may help bridge the gap between laboratory and survey investigations of hangover. [ABSTRACT FROM AUTHOR]
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- 2003
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9. Early exposure to marijuana and risk of later drug use.
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Schier JG, Nelson LS, Hoffman RS, Cummings P, Macleod J, Hickman M, Davey Smith G, Anand KJS, Lynskey MT, Statham DJ, Martin NG, Heath AC, Bucholz KK, Madden PAF, Nelson EC, Slutske WS, Kandel DB, Macleod, John, Hickman, Matthew, and Smith, George Davey
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- 2003
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10. Intergenerational Transmission of Childhood Conduct Problems: A Children of Twins Study.
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D'Onofrio, BM, Slutske, WS, and Turkheimer, E
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TWINS , *CHILD psychology , *PARENTS , *CHILDREN , *PARENT-child relationships , *RESEARCH , *SIBLINGS , *BEHAVIOR - Abstract
This article presents a study about the intergenerational transmission of childhood conduct problems. A quasiexperimental design was used to examine the extent to which genetic factors common to both generations, environmental factors that are shared by twins, or measured characteristics of both parents confound the intergenerational association. The research analyses used sample weights to produce parameters estimates for the community-based volunteer sample of twins in the Australian Twin Registry.
- Published
- 2008
11. Correlates of improved outcomes in patients with COVID-19 treated in US emergency departments.
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Slutske WS, Kirsch JM, Piasecki TM, Conner KL, Williams B, Fiore MC, and Bernstein SL
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Background: The COVID-19 pandemic was managed in part by the rapid development of vaccines, diagnostics, and therapeutics including antiviral agents and advances in emergency airway and ventilatory management. The impact of these therapeutic advances on clinically pertinent metrics of emergency care have not been well-studied., Methods: We abstracted data from emergency department (ED) visits made to 21 US health systems during the first two years of the pandemic, from February 1, 2020 to January 31, 2022. These health systems were participants in the NIH-supported COVID EHR Cohort, in which the University of Wisconsin served as the coordinating site. Limited patient-level data files were submitted monthly. Data elements included demographic and clinical variables, as well as standard measures of ED outcomes including 72-h returns, 72-h returns leading to readmission, and in-hospital mortality. Multivariable models were fitted to identify correlates of each of the dependent variables. A test for trend was used to detect changes in outcomes over time., Results: During the two-year period, 150,357 individuals aged 18 years or older visited the ED. The median age was 45.4 years (IQR 27), 58.1 % were female, 49 % were White, 18.3 % Hispanic/Latino, and 45 % were publicly insured or uninsured. The prevalence of 72-h ED returns, readmissions, and in-hospital mortality significantly declined across the two-year period. SARS-CoV-2 vaccination was associated with reduced ED returns and mortality. Therapeutic agents were associated with increased mortality risk but were likely confounded by unmeasured covariates., Conclusions: Operational and clinical outcomes of ED-based treatment of individuals with COVID-19 improved in the first two years of the pandemic. This improvement is likely multifactorial and includes the development and deployment of SARS-CoV-2-specific vaccines, therapeutic agents, and improved healthcare delivery in the ED and elsewhere addressing management of airway and ventilatory status, as well as increased innate immunity in the general population., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this article., (Copyright © 2024. Published by Elsevier Inc.)
- Published
- 2024
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12. COVID-19 outcomes among patients with dementia and age-matched controls who were hospitalized in 21 US health-care systems.
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Johnson AL, Chin NA, Piasecki TM, Conner KL, Baker TB, Fiore MC, and Slutske WS
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Introduction: COVID-19 had devastating impacts worldwide. However, most research examining the impact of dementia on COVID-19 outcomes has been conducted in Europe and Asia and has not examined dementia subtypes., Methods: A retrospective analysis of electronic health record data from 21 US health-care systems examined relationships of all-cause dementia, Alzheimer's disease (AD), and vascular dementia with in-hospital mortality, intensive care unit (ICU) admission, and hospital stay duration., Results: All-cause dementia, but not AD or vascular dementia independently, was associated with increased mortality risk, the inclusion of discharge to hospice as a mortality equivalent increased risk for mortality for all-cause dementia, and AD and vascular dementia. Patients with all-cause dementia and AD were less likely to be admitted to the ICU than patients without. Patients with any form of dementia had longer hospital stays than patients without., Discussion: Dementia was associated with increased mortality or hospice discharge, decreased ICU admissions, and longer hospital stays., Highlights: Only all-cause dementia was associated with increased mortality risk. This risk was lower than what has been published in previous research. Combining mortality and hospice discharge increased risk for all dementia subtypes. All-cause and Alzheimer's disease (AD) dementia were associated with decreased intensive care unit admissions. All-cause, vascular, and AD dementia were associated with longer hospital stays., (© 2024 The Author(s). Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.)
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- 2024
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13. Hospital outcomes for young adults with COVID-19.
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Williams BS, Piasecki TM, Fiore MC, Conner KL, and Slutske WS
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Background: Older adults are at higher risk of severe outcomes from COVID-19 with comorbidities increasing such risk. Much less is known about the outcomes of young adults with COVID-19 despite their having had high infection rates., Objectives: Our objective was to determine outcomes of hospitalized young adults with COVID-19 infection including rates of oxygen use, mortality, ICU admission, intubation, duration of hospitalization, and factors associated with adverse outcomes., Study Design: This retrospective cohort study included EHR data from 21 health systems in the United States on 18-29-year-olds hospitalized with COVID-19 from March 1, 2020 - January 31, 2022. Oxygen need was used to identify symptomatic COVID-19. Rates for mortality, ICU admission, and intubation were calculated for the symptomatic and asymptomatic groups. Effects of demographic and health characteristics on outcomes were assessed as were changes in hospital outcomes over time., Results: Our sample included 9871 young adults hospitalized with COVID-19; 35% required oxygen. Of those who required oxygen, 53.5% were female, 23.7% had an anxiety disorder, 2.6% died ( n = 89), 27.7% were admitted to the ICU ( n = 955), and 15.8% were intubated ( n = 547). A past-year history of any cancer was associated with a 2.1 times increased odds of death. Vaccination was associated with a >40% reduction in the odds of ICU admission. Mortality rates did not change significantly across the study period., Conclusions: COVID-19 caused significant morbidity and mortality in hospitalized young adults who required oxygen. A cancer history was associated with increased risk of death. Vaccination appeared to have had a protective effect on illness severity., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2024 The Authors.)
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- 2024
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14. Differential etiologic associations of heroin use and prescription opioid misuse with psychopathology.
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Dash GF, Gizer IR, Martin NG, and Slutske WS
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- Humans, Male, Female, Adult, Australia epidemiology, Prescription Drug Misuse statistics & numerical data, Antisocial Personality Disorder epidemiology, Antisocial Personality Disorder genetics, Antisocial Personality Disorder etiology, Antisocial Personality Disorder chemically induced, Depressive Disorder, Major epidemiology, Depressive Disorder, Major etiology, Registries, Sex Factors, Heroin Dependence epidemiology, Heroin Dependence psychology, Opioid-Related Disorders epidemiology, Opioid-Related Disorders psychology
- Abstract
Patterns of association with externalizing and internalizing features differ across heroin use and prescription opioid misuse (POM). The present study examined whether heroin use and POM display differential etiologic overlap with symptoms of conduct disorder (CD), adult antisocial behavior (AAB), and major depressive episodes (MDEs), how aggregating heroin use and POM into a single phenotype may bias results, and explored potential sex differences. Seven thousand one hundred and sixty-four individual twins from the Australian Twin Registry (ATR; 59.81% female; M
age = 30.58 years) reported lifetime heroin use, POM, CD symptoms, AABs, and MDE symptoms within a semi-structured interview. Biometric models decomposed phenotypic variance and covariance into additive genetic, common environmental, and unique environmental effects. The proportion of variance in heroin use attributable to factors shared with CD, AAB, and MDE, respectively, was 41%, 41%, and 0% for men and 26%, 19%, and 42% for women; for POM, the proportions were 33%, 35%, and 20% for men and 15%, 9%, and 13% for women. CD and AAB were more strongly genetically correlated with heroin use among women and with POM among men. MDE was more strongly genetically correlated with POM than with heroin use among men, but more strongly genetically correlated with heroin use than with POM among women. Analyses using an aggregate opioid (mis)use variable were biased toward POM, which was the more prevalent phenotype. Magnitude and source of etiologic influence may differ across forms of opioid (mis)use and sex. Disaggregating heroin use and POM in future opioid research may be warranted. (PsycInfo Database Record (c) 2024 APA, all rights reserved).- Published
- 2024
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15. Genetic risk for trait aggression and alcohol use predict unique facets of alcohol-related aggression.
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Spychala KM, Yeung EW, Miller AP, Slutske WS, Action Consortium, Wilhelmsen KC, and Gizer IR
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Objective: A propensity for aggression or alcohol use may be associated with alcohol-related aggression. Previous research has shown genetic overlap between alcohol use and aggression but has not looked at how alcohol-related aggression may be uniquely influenced by genetic risk for aggression or alcohol use. The present study examined the associations of genetic risk for trait aggression, alcohol use, and alcohol use disorder (AUD) with alcohol-related aggression using a polygenic risk score (PRS) approach., Method: Using genome-wide association study summary statistics, PRSs were created for trait aggression, alcohol consumption, and AUD. These PRSs were used to predict the phenotype of alcohol-related aggression among drinkers in two independent samples: the University of California at San Francisco (UCSF) Family Alcoholism Study ( n = 1,162) and the National Longitudinal Study of Adolescent to Adult Health (Add Health; n = 4,291)., Results: There were significant associations between the AUD PRS and lifetime alcohol-related aggression in the UCSF study sample. Additionally, the trait aggression PRS was associated with three or more experiences of hitting anyone else and getting into physical fights while under the influence of alcohol, along with a composite score of three or more experiences of alcohol-related aggression, in the UCSF study sample. No significant associations were observed in the Add Health sample. Limited sex-specific genetic effects were observed., Conclusions: These results provide preliminary evidence that genetic influences underlying alcohol use and aggression are uniquely associated with alcohol-related aggression and suggest that these associations may differ by type and frequency of alcohol-related aggression incidents. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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- 2024
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16. Predicting first use of heroin from prescription opioid use subtypes: Insights from the Monitoring the Future longitudinal panel.
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Dash GF, Gizer IR, and Slutske WS
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- Humans, Adult, Heroin, Analgesics, Opioid therapeutic use, Prescriptions, Pain, Opioid-Related Disorders epidemiology, Prescription Drug Misuse
- Abstract
Background: Only a small proportion of individuals who initiate nonmedical use of prescription opioids (NUPO) transition to heroin, suggesting that more nuanced aspects of NUPO may be better indicators of risk for escalating opioid use trajectories. This study leveraged panel data to identify NUPO typologies based on NUPO characteristics associated with opioid risk trajectories (route of administration, motives) and compared rates of heroin initiation at follow-up across typologies., Methods: Latent class analyses were run among respondents with no history of heroin use from the Monitoring the Future Panel Study (base year N=10,408) at modal ages 18, 19/20, 21/22, 23/24, and 25/26. Indicators included oral NUPO, nonoral NUPO, and NUPO motives to experiment, have a good time with friends, get high, escape problems, manage pain, relax, and sleep. Heroin initiation at follow-ups through modal age 29/30 was predicted from class membership., Results: No NUPO, self-medication (oral, manage pain), recreational (oral, nonoral, experiment, get high, have a good time with friends), and mixed-motive (all routes, all motives) classes emerged. Heroin initiation rates did not differ across no NUPO and self-medication classes; recreational and mixed-motives classes initiated heroin at higher rates than the other classes and comparable rates to each other. Non-NUPO drug use prior to heroin initiation was prevalent in recreational and mixed-motive classes., Conclusions: NUPO does not uniformly or uniquely increase risk for heroin initiation. Leveraging more nuanced indicators of risk for heroin use and targeting polysubstance use in addition to opioid-specific programming may enhance the efficacy of public health efforts., Competing Interests: Declaration of Competing Interest No conflict declared., (Copyright © 2024 Elsevier B.V. All rights reserved.)
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- 2024
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17. Genetic and shared environmental factors explain the association between adolescent polysubstance use and high school noncompletion.
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Davis CN, Gizer IR, Agrawal A, Statham DJ, Heath AC, Martin NG, and Slutske WS
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- Adult, Humans, Female, Adolescent, Child, Male, Australia epidemiology, Risk Factors, Parents, Twins genetics, Depressive Disorder, Major
- Abstract
Objective: Examine the nature of the relationship between adolescent polysubstance use and high school noncompletion., Method: Among a sample of 9,579 adult Australian twins (58.63% female, M
age = 30.59), we examined the association between the number of substances used in adolescence and high school noncompletion within a discordant twin design and bivariate twin analysis., Results: In individual-level models controlling for parental education, conduct disorder symptoms, childhood major depression, sex, zygosity, and cohort, each additional substance used in adolescence was associated with a 30% increase in the odds of high school noncompletion ( OR = 1.30 [1.18, 1.42]). Discordant twin models found that the potentially causal effect of adolescent use on high school noncompletion was nonsignificant ( OR = 1.19 [0.96, 1.47]). Follow-up bivariate twin models suggested genetic (35.4%, 95% CI [24.5%, 48.7%]) and shared environmental influences (27.8%, 95% CI [12.7%, 35.1%]) each contributed to the covariation in adolescent polysubstance use and early school dropout., Conclusions: The association between polysubstance use and early school dropout was largely accounted for by genetic and shared environmental factors, with nonsignificant evidence for a potentially causal association. Future research should examine whether underlying shared risk factors reflect a general propensity for addiction, a broader externalizing liability, or a combination of the two. More evidence using finer measurement of substance use is needed to rule out a causal association between adolescent polysubstance use and high school noncompletion. (PsycInfo Database Record (c) 2024 APA, all rights reserved).- Published
- 2024
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18. Explaining COVID-19 related mortality disparities in American Indians and Alaska Natives.
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Slutske WS, Conner KL, Kirsch JA, Smith SS, Piasecki TM, Johnson AL, McCarthy DE, Nez Henderson P, and Fiore MC
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- Humans, Retrospective Studies, United States epidemiology, White, American Indian or Alaska Native, COVID-19 ethnology, COVID-19 mortality
- Abstract
American Indian and Alaska Native (AI/AN) individuals are more likely to die with COVID-19 than other groups, but there is limited empirical evidence to explain the cause of this inequity. The objective of this study was to determine whether medical comorbidities, area socioeconomic deprivation, or access to treatment can explain the greater COVID-19 related mortality among AI/AN individuals. The design was a retrospective cohort study of harmonized electronic health record data of all inpatients with COVID-19 from 21 United States health systems from February 2020 through January 2022. The mortality of AI/AN inpatients was compared to all Non-Hispanic White (NHW) inpatients and to a matched subsample of NHW inpatients. AI/AN inpatients were more likely to die during their hospitalization (13.2% versus 7.1%; odds ratio [OR] = 1.98, 95% confidence interval [CI] = 1.48, 2.65) than their matched NHW counterparts. After adjusting for comorbidities, area social deprivation, and access to treatment, the association between ethnicity and mortality was substantially reduced (OR 1.59, 95% CI 1.15, 2.22). The significant residual relation between AI/AN versus NHW status and mortality indicate that there are other important unmeasured factors that contribute to this inequity. This will be an important direction for future research., (© 2023. The Author(s).)
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- 2023
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19. Disordered gambling in a longitudinal birth cohort: from childhood precursors to adult life outcomes.
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Slutske WS, Richmond-Rakerd LS, Piasecki TM, Ramrakha S, Poulton R, Moffitt TE, and Caspi A
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- Humans, Adult, Adolescent, Middle Aged, Social Class, Intelligence, Educational Status, Gambling epidemiology
- Abstract
Background: Despite its introduction into the diagnostic nomenclature over four decades ago, there remain large knowledge gaps about disordered gambling. The primary aims of the present study were to document the long-term course, childhood precursors, and adult life outcomes associated with disordered gambling., Methods: Participants enrolled in the population-representative Dunedin Study were prospectively followed from birth through age 45. Disordered gambling was assessed six times from age 18; composite measures of childhood social class, general intelligence, and low self-control were based on assessments obtained from birth through age 15; adult socioeconomic, financial, and legal outcomes were obtained through age 45. Lifetime disordered gambling was predicted from the three childhood precursors and the adult outcomes were predicted from lifetime disordered gambling., Results: Past-year disordered gambling usually occurred at only a single time point and recurrence was relatively uncommon. Lower childhood social class, general intelligence, and self-control significantly predicted lifetime disordered gambling in adulthood. In turn, lifetime disordered gambling in adulthood significantly predicted occupational, educational, and financial problems in adulthood ( ds = 0.23-0.41). These associations were markedly reduced and sometimes rendered nonsignificant after adjusting for childhood precursors ( ds = 0.04-0.32)., Conclusions: Socioeconomic, financial, and legal outcomes in adulthood are not merely consequences of disordered gambling, but also are predicted from childhood precursors. Deflecting the trajectories of young people at risk for developing disordered gambling may help to ameliorate not just the development of later disordered gambling, but also other associated adverse outcomes.
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- 2023
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20. Factors associated with 60-day readmission among inpatients with COVID-19 at 21 United States health systems.
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Kirsch JA, Slutske WS, McCarthy DE, Smith SS, Williams BS, Piasecki TM, Conner KL, and Fiore MC
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- Humans, Male, United States epidemiology, Female, Patient Readmission, SARS-CoV-2, Retrospective Studies, Inpatients, COVID-19 Vaccines, Risk Factors, Hospitalization, COVID-19 epidemiology, COVID-19 therapy
- Abstract
Identifying patients at risk for readmission after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection could facilitate care planning and prevention. This retrospective cohort study of 60-day readmission included 105 543 COVID-19 patients at 21 US healthcare systems who were discharged alive between February 2020 and November 2021. Generalized linear mixed regression analyses tested predictors of 60-day readmission and severity. The all-cause readmission rate was 15% (95% confidence interval [CI] = 10%-21%), with 22% (95% CI = 18%-26%) of readmitted patients needing intensive care, and 6% (95% CI = 05%-07%) dying. Factors associated with readmission included male sex, government insurance, positive smoking history, co-morbidity burden, longer index admissions, and diagnoses at index admission (e.g., cancer, chronic kidney disease, and liver disease). Death and intensive care rates at readmission declined postvaccine availability. Receiving at least two COVID-19 vaccine doses, which were more common among older patients and those with comorbid conditions, was not independently associated with readmission but predicted a reduced risk of death at readmission. This retrospective cohort study identified factors associated with all-cause readmission for patients re-admitted to the same health system after hospitalization with SARS-CoV-2 infection. Patients who are male, who smoke, who have a higher comorbidity burden, and have government insurance may benefit from additional postacute care planning., (© 2023 The Authors. Journal of Medical Virology published by Wiley Periodicals LLC.)
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- 2023
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21. Smoking Status, Nicotine Medication, Vaccination, and COVID-19 Hospital Outcomes: Findings from the COVID EHR Cohort at the University of Wisconsin (CEC-UW) Study.
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Piasecki TM, Smith SS, Baker TB, Slutske WS, Adsit RT, Bolt DM, Conner KL, Bernstein SL, Eng OD, Lazuk D, Gonzalez A, Jorenby DE, D'Angelo H, Kirsch JA, Williams BS, Nolan MB, Hayes-Birchler T, Kent S, Kim H, Lubanski S, Yu M, Suk Y, Cai Y, Kashyap N, Mathew JP, McMahan G, Rolland B, Tindle HA, Warren GW, An LC, Boyd AD, Brunzell DH, Carrillo V, Chen LS, Davis JM, Deshmukh VG, Dilip D, Ellerbeck EF, Goldstein AO, Iturrate E, Jose T, Khanna N, King A, Klass E, Mermelstein RJ, Tong E, Tsoh JY, Wilson KM, Theobald WE, and Fiore MC
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- Humans, Nicotine therapeutic use, Cohort Studies, Hospital Mortality, COVID-19 Vaccines therapeutic use, Universities, Wisconsin, SARS-CoV-2, Tobacco Use Cessation Devices, Smoking epidemiology, Hospitals, Smoking Cessation, COVID-19 epidemiology, COVID-19 prevention & control
- Abstract
Introduction: Available evidence is mixed concerning associations between smoking status and COVID-19 clinical outcomes. Effects of nicotine replacement therapy (NRT) and vaccination status on COVID-19 outcomes in smokers are unknown., Methods: Electronic health record data from 104 590 COVID-19 patients hospitalized February 1, 2020 to September 30, 2021 in 21 U.S. health systems were analyzed to assess associations of smoking status, in-hospital NRT prescription, and vaccination status with in-hospital death and ICU admission., Results: Current (n = 7764) and never smokers (n = 57 454) did not differ on outcomes after adjustment for age, sex, race, ethnicity, insurance, body mass index, and comorbidities. Former (vs never) smokers (n = 33 101) had higher adjusted odds of death (aOR, 1.11; 95% CI, 1.06-1.17) and ICU admission (aOR, 1.07; 95% CI, 1.04-1.11). Among current smokers, NRT prescription was associated with reduced mortality (aOR, 0.64; 95% CI, 0.50-0.82). Vaccination effects were significantly moderated by smoking status; vaccination was more strongly associated with reduced mortality among current (aOR, 0.29; 95% CI, 0.16-0.66) and former smokers (aOR, 0.47; 95% CI, 0.39-0.57) than for never smokers (aOR, 0.67; 95% CI, 0.57, 0.79). Vaccination was associated with reduced ICU admission more strongly among former (aOR, 0.74; 95% CI, 0.66-0.83) than never smokers (aOR, 0.87; 95% CI, 0.79-0.97)., Conclusions: Former but not current smokers hospitalized with COVID-19 are at higher risk for severe outcomes. SARS-CoV-2 vaccination is associated with better hospital outcomes in COVID-19 patients, especially current and former smokers. NRT during COVID-19 hospitalization may reduce mortality for current smokers., Implications: Prior findings regarding associations between smoking and severe COVID-19 disease outcomes have been inconsistent. This large cohort study suggests potential beneficial effects of nicotine replacement therapy on COVID-19 outcomes in current smokers and outsized benefits of SARS-CoV-2 vaccination in current and former smokers. Such findings may influence clinical practice and prevention efforts and motivate additional research that explores mechanisms for these effects., (© The Author(s) 2022. Published by Oxford University Press on behalf of the Society for Research on Nicotine and Tobacco.)
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- 2023
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22. Specificity in genetic and environmental risk for prescription opioid misuse and heroin use.
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Dash GF, Gizer IR, Martin NG, and Slutske WS
- Abstract
Background: Many studies aggregate prescription opioid misuse (POM) and heroin use into a single phenotype, but emerging evidence suggests that their genetic and environmental influences may be partially distinct., Methods: In total, 7164 individual twins (84.12% complete pairs; 59.81% female; mean age = 30.58 years) from the Australian Twin Registry reported their lifetime misuse of prescription opioids, stimulants, and sedatives, and lifetime use of heroin, cannabis, cocaine/crack, illicit stimulants, hallucinogens, inhalants, solvents, and dissociatives via telephone interview. Independent pathway models (IPMs) and common pathway models (CPMs) partitioned the variance of drug use phenotypes into general and drug-specific genetic ( a ), common environmental ( c ), and unique environmental factors ( e )., Results: An IPM with one general a and one general e factor and a one-factor CPM provided comparable fit to the data. General factors accounted for 55% ( a = 14%, e = 41%) and 79% ( a = 64%, e = 15%) of the respective variation in POM and heroin use in the IPM, and 25% ( a = 12%, c = 8%, e = 5%) and 80% ( a = 38%, c = 27%, e = 15%) of the respective variation in POM and heroin use in the CPM. Across both models, POM emerged with substantial drug-specific genetic influence (26-39% of total phenotypic variance; 69-74% of genetic variance); heroin use did not (0% of total phenotypic variance; 0% of genetic variance in both models). Prescription sedative misuse also demonstrated significant drug-specific genetic variance., Conclusions: Genetic variation in POM, but not heroin use, is predominantly drug-specific. Misuse of prescription medications that reduce experiences of subjective distress may be partially influenced by sources of genetic variation separate from illicit drug use.
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- 2023
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23. A machine learning analysis of correlates of mortality among patients hospitalized with COVID-19.
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Baker TB, Loh WY, Piasecki TM, Bolt DM, Smith SS, Slutske WS, Conner KL, Bernstein SL, and Fiore MC
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- Humans, Retrospective Studies, SARS-CoV-2, Hospitalization, Hospital Mortality, Machine Learning, COVID-19, Hypertension
- Abstract
It is vital to determine how patient characteristics that precede COVID-19 illness relate to COVID-19 mortality. This is a retrospective cohort study of patients hospitalized with COVID-19 across 21 healthcare systems in the US. All patients (N = 145,944) had COVID-19 diagnoses and/or positive PCR tests and completed their hospital stays from February 1, 2020 through January 31, 2022. Machine learning analyses revealed that age, hypertension, insurance status, and healthcare system (hospital site) were especially predictive of mortality across the full sample. However, multiple variables were especially predictive in subgroups of patients. The nested effects of risk factors such as age, hypertension, vaccination, site, and race accounted for large differences in mortality likelihood with rates ranging from about 2-30%. Subgroups of patients are at heightened risk of COVID-19 mortality due to combinations of preadmission risk factors; a finding of potential relevance to outreach and preventive actions., (© 2023. The Author(s).)
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- 2023
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24. Big Five personality traits and illicit drug use: Specificity in trait-drug associations.
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Dash GF, Martin NG, and Slutske WS
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- Humans, Female, Adult, Male, Australia epidemiology, Personality, Neuroticism, Substance-Related Disorders epidemiology, Cocaine-Related Disorders epidemiology, Illicit Drugs, Cocaine
- Abstract
Objective: High neuroticism, low agreeableness, and low conscientiousness are consistent correlates of drug use, though such patterns may be due to common familial influences rather than effects of personality per se. The present study aimed to explore associations of Big Five traits with various forms of drug use independent of confounding familial influences by leveraging differences within twin pairs to identify potentially causal (i.e., within-pair) effects of personality on use., Method: 980 same-sex twin pairs from the Australian Twin Registry Cohort III ( M
age = 31.70, 71% female) were interviewed regarding lifetime (mis)use of cannabis, cocaine/crack, prescription and illicit stimulants, prescription and illicit opioids, sedatives, hallucinogens, dissociatives, inhalants, and solvents, and completed a Big Five inventory. Co-twin control analyses predicted the use of each drug from all traits simultaneously., Results: Individual-level analyses generally showed the expected associations of neuroticism, agreeableness, and conscientiousness with drug use. Familial effects were also somewhat generalized: high neuroticism, high openness to experience, and low agreeableness were associated with the use of several drug types. More specificity emerged for within-pair effects. High neuroticism was associated with prescription drug misuse; high extraversion was associated with cocaine/crack and stimulant use; high openness to experience was associated with cannabis use; low agreeableness was associated with cocaine/crack use and illicit opioid use; and no within-pair effects emerged for conscientiousness., Conclusions: Trait associations common across drugs may be primarily attributable to familial effects. There appears to be more drug-specific influence of personality on use with respect to potentially causal within-pair effects. (PsycInfo Database Record (c) 2023 APA, all rights reserved).- Published
- 2023
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25. Relations of Current and Past Cancer with Severe Outcomes among 104,590 Hospitalized COVID-19 Patients: The COVID EHR Cohort at the University of Wisconsin.
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Nolan MB, Piasecki TM, Smith SS, Baker TB, Fiore MC, Adsit RT, Bolt DM, Conner KL, Bernstein SL, Eng OD, Lazuk D, Gonzalez A, Hayes-Birchler T, Jorenby DE, D'Angelo H, Kirsch JA, Williams BS, Kent S, Kim H, Lubanski SA, Yu M, Suk Y, Cai Y, Kashyap N, Mathew J, McMahan G, Rolland B, Tindle HA, Warren GW, Abu-El-Rub N, An LC, Boyd AD, Brunzell DH, Carrillo VA, Chen LS, Davis JM, Deshmukh VG, Dilip D, Goldstein AO, Ha PK, Iturrate E, Jose T, Khanna N, King A, Klass E, Lui M, Mermelstein RJ, Poon C, Tong E, Wilson KM, Theobald WE, and Slutske WS
- Subjects
- Adult, Humans, COVID-19 Vaccines, Pandemics, Universities, Wisconsin, Hospitalization, COVID-19 epidemiology, Neoplasms epidemiology, Neoplasms therapy
- Abstract
Background: There is mixed evidence about the relations of current versus past cancer with severe COVID-19 outcomes and how they vary by patient and cancer characteristics., Methods: Electronic health record data of 104,590 adult hospitalized patients with COVID-19 were obtained from 21 United States health systems from February 2020 through September 2021. In-hospital mortality and ICU admission were predicted from current and past cancer diagnoses. Moderation by patient characteristics, vaccination status, cancer type, and year of the pandemic was examined., Results: 6.8% of the patients had current (n = 7,141) and 6.5% had past (n = 6,749) cancer diagnoses. Current cancer predicted both severe outcomes but past cancer did not; adjusted odds ratios (aOR) for mortality were 1.58 [95% confidence interval (CI), 1.46-1.70] and 1.04 (95% CI, 0.96-1.13), respectively. Mortality rates decreased over the pandemic but the incremental risk of current cancer persisted, with the increment being larger among younger vs. older patients. Prior COVID-19 vaccination reduced mortality generally and among those with current cancer (aOR, 0.69; 95% CI, 0.53-0.90)., Conclusions: Current cancer, especially among younger patients, posed a substantially increased risk for death and ICU admission among patients with COVID-19; prior COVID-19 vaccination mitigated the risk associated with current cancer. Past history of cancer was not associated with higher risks for severe COVID-19 outcomes for most cancer types., Impact: This study clarifies the characteristics that modify the risk associated with cancer on severe COVID-19 outcomes across the first 20 months of the COVID-19 pandemic. See related commentary by Egan et al., p. 3., (©2022 The Authors; Published by the American Association for Cancer Research.)
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- 2023
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26. Adolescent substance use and high school noncompletion: exploring the nature of the relationship using a discordant twin design.
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Davis CN, Gizer IR, Lynskey MT, Statham DJ, Heath AC, Martin NG, and Slutske WS
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- Adult, Adolescent, Humans, Child, Australia epidemiology, Twins, Hypnotics and Sedatives, Solvents, Substance-Related Disorders epidemiology
- Abstract
Background and Aims: Previous studies have demonstrated associations between substance use and reduced educational attainment; however, many were unable to account for potential confounding factors like genetics and the rearing environment. In the few studies that controlled for these factors, the substances assessed were limited to alcohol, cannabis, and tobacco. To address these limitations, we examined the relationship between adolescent use of seven kinds of substances, the number of additional substances used, and high school noncompletion within a large sample of Australian twins., Design: A series of two-level generalized mixed effects logistic regressions were conducted to examine associations between adolescent substance use and high school noncompletion., Setting: Australia., Participants: A total of 9579 adult Australian twins from two cohorts of the Australian Twin Registry., Measurements: Assessments of high school completion, childhood major depression, conduct disorder symptoms, substance use initiation, demographics, and parental educational attainment using the Australian version of the Semi-Structured Assessment for the Genetics of Alcoholism., Findings: There were unique within-twin-pair effects of use of sedatives (odds ratio [OR] = 22.39 [95% confidence interval (CI) = 1.18-423.48]) and inhalants/solvents (OR = 10.46 [95% CI = 1.30-84.16]) on high school noncompletion. The number of substances used in adolescence was strongly associated with high school noncompletion across all discordant twin models (ORs from 1.50-2.32, Ps < 0.03)., Conclusions: In Australia, adolescent substance use appears to be associated with early school dropout, with the effects of any given substance largely because of the confounding factors of parental education, childhood conduct disorder symptoms, and use of other substances. Sedatives and inhalants/solvents have effects on high school noncompletion that cannot be explained by polysubstance use or familial factors., (© 2022 Society for the Study of Addiction.)
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- 2023
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27. Past year high-intensity drinking moderates the association between simultaneous alcohol and marijuana use and blackout frequency among college students.
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Davis CN, Dash GF, Miller MB, and Slutske WS
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- Humans, Female, Male, Universities, Students, Alcohol Drinking epidemiology, Ethanol, Marijuana Use epidemiology, Cannabis, Marijuana Smoking epidemiology, Substance-Related Disorders, Alcohol Drinking in College
- Abstract
Objective: The role of simultaneous alcohol and marijuana (SAM) use in the experience of blackouts among college students is unclear. To clarify discrepancies, the current study evaluated whether the association between SAM user status and blackouts was moderated by high-intensity drinking (HID). Participants and Methods: College students (N = 1,224; 63.7% female) reported on their past year experiences of blackout, marijuana use, SAM use, and HID (i.e., drinking at least twice the binge threshold). Results: SAM users had more past year blackouts than non-SAM users, but this effect was only significant among SAM users who had engaged in HID in the past year (nonbinge: F
(5,37) = 0.50, p = 0.49; binge: F(5,138) = 0.23, p = 0.63; HID: F(5,328) = 4.52, p = 0.03). Conclusions: Effects of SAM user status on the experience of alcohol-related blackouts may be limited to individuals who engage in HID.- Published
- 2023
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28. Contextualizing prescription opioid misuse and heroin use within dimensional models of drug involvement.
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Dash GF, Gizer IR, and Slutske WS
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Background: Prescription opioid misuse (POM) is often implicated in heroin initiation, despite evidence that POM does not predict heroin initiation any better than other drug use. Additionally, prescription misuse and illicit use behaviors tend to respectively "cluster" together. This study aimed to test a series of theory-driven factor models to explore how POM and heroin use are situated within the broader constellation of drug use that typically occurs alongside opioid (mis)use., Methods: 36,309 individuals from NESARC-III (56.31% female; mean age=45.63 [SD=17.53]) reported their lifetime (mis)use of prescription opioids, prescription stimulants, prescription sedatives, heroin, cannabis, cocaine/crack, illicit stimulants (e.g., methamphetamine), club drugs, hallucinogens, and inhalants, and were administered a DSM-5 substance use disorder (SUD) assessment. Bifactor, correlated factors, and one-factor confirmatory factor models were fit using all drug use/SUD variables and subsequently compared., Results: POM was most strongly correlated with prescription sedative misuse; heroin use was most strongly correlated with cocaine/crack use. All factor models fit the data well. Highly correlated factors and patterns of factor loadings suggested that POM and heroin use were most parsimoniously captured within a general factor alongside all other forms of drug use. This was also the case for SUD. Additional analyses testing an alternate factor structure provided further support for unidimensionality., Conclusions: POM and heroin use, as well as prescription- and heroin-based SUDs, were neither separable nor distinctly associated. Future research should account for other drug use more comprehensively rather than isolating POM as a primary risk factor in heroin use and use disorder., Competing Interests: Declaration of Competing Interest No conflict declared.
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- 2022
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29. Are prescription misuse and illicit drug use etiologically distinct? A genetically-informed analysis of opioids and stimulants.
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Dash GF, Martin NG, Agrawal A, Lynskey MT, and Slutske WS
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- Humans, Female, Adult, Male, Analgesics, Opioid, Australia epidemiology, Prescriptions, Illicit Drugs, Prescription Drug Misuse adverse effects, Central Nervous System Stimulants, Opioid-Related Disorders epidemiology, Opioid-Related Disorders genetics
- Abstract
Background: Drug classes are grouped based on their chemical and pharmacological properties, but prescription and illicit drugs differ in other important ways. Potential differences in genetic and environmental influences on the (mis)use of prescription and illicit drugs that are subsumed under the same class should be examined. Opioid and stimulant classes contain prescription and illicit forms differentially associated with salient risk factors (common route of administration, legality), making them useful comparators for addressing this etiological issue., Methods: A total of 2410 individual Australian twins [M
age = 31.77 (s.d. = 2.48); 67% women] were interviewed about prescription misuse and illicit use of opioids and stimulants. Univariate and bivariate biometric models partitioned variances and covariances into additive genetic, shared environmental, and unique environmental influences across drug types., Results: Variation in the propensity to misuse prescription opioids was attributable to genes (41%) and unique environment (59%). Illicit opioid use was attributable to shared (71%) and unique (29%) environment. Prescription stimulant misuse was attributable to genes (79%) and unique environment (21%). Illicit stimulant use was attributable to genes (48%), shared environment (29%), and unique environment (23%). There was evidence for genetic influence common to both stimulant types, but limited evidence for genetic influence common to both opioid types. Bivariate correlations suggested that prescription opioid use may be more genetically similar to prescription stimulant use than to illicit opioid use., Conclusions: Prescription opioid misuse may share little genetic influence with illicit opioid use. Future research may consider avoiding unitary drug classifications, particularly when examining genetic influences.- Published
- 2022
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30. Educational Attainment Polygenic Scores: Examining Evidence for Gene-Environment Interplay with Adolescent Alcohol, Tobacco and Cannabis Use.
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Davis CN, Gizer IR, Colodro-Conde L, Statham DJ, Martin NG, and Slutske WS
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- Adult, Adolescent, Humans, Nicotiana, Australia epidemiology, Multifactorial Inheritance genetics, Educational Status, Ethanol, Cannabis
- Abstract
Genes associated with educational attainment may be related to or interact with adolescent alcohol, tobacco and cannabis use. Potential gene-environment interplay between educational attainment polygenic scores (EA-PGS) and adolescent alcohol, tobacco, and cannabis use was evaluated with a series of regression models fitted to data from a sample of 1871 adult Australian twins. All models controlled for age, age
2 , cohort, sex and genetic ancestry as fixed effects, and a genetic relatedness matrix was included as a random effect. Although there was no evidence that adolescent alcohol, tobacco or cannabis use interacted with EA-PGS to influence educational attainment, there was a significant, positive gene-environment correlation with adolescent alcohol use at all PGS thresholds ( p s <.02). Higher EA-PGS were associated with an increased likelihood of using alcohol as an adolescent (Δ R2 ranged from 0.5% to 1.1%). The positive gene-environment correlation suggests a complex relationship between educational attainment and alcohol use that is due to common genetic factors.- Published
- 2022
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31. The first 20 months of the COVID-19 pandemic: Mortality, intubation and ICU rates among 104,590 patients hospitalized at 21 United States health systems.
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Fiore MC, Smith SS, Adsit RT, Bolt DM, Conner KL, Bernstein SL, Eng OD, Lazuk D, Gonzalez A, Jorenby DE, D'Angelo H, Kirsch JA, Williams B, Nolan MB, Hayes-Birchler T, Kent S, Kim H, Piasecki TM, Slutske WS, Lubanski S, Yu M, Suk Y, Cai Y, Kashyap N, Mathew JP, McMahan G, Rolland B, Tindle HA, Warren GW, An LC, Boyd AD, Brunzell DH, Carrillo V, Chen LS, Davis JM, Dilip D, Ellerbeck EF, Iturrate E, Jose T, Khanna N, King A, Klass E, Newman M, Shoenbill KA, Tong E, Tsoh JY, Wilson KM, Theobald WE, and Baker TB
- Subjects
- Adult, Aged, Female, Hospital Mortality, Hospitalization, Humans, Intubation, Intratracheal, Male, Medicare, Middle Aged, Pandemics, United States epidemiology, COVID-19 mortality, COVID-19 therapy, Intensive Care Units
- Abstract
Main Objective: There is limited information on how patient outcomes have changed during the COVID-19 pandemic. This study characterizes changes in mortality, intubation, and ICU admission rates during the first 20 months of the pandemic., Study Design and Methods: University of Wisconsin researchers collected and harmonized electronic health record data from 1.1 million COVID-19 patients across 21 United States health systems from February 2020 through September 2021. The analysis comprised data from 104,590 adult hospitalized COVID-19 patients. Inclusion criteria for the analysis were: (1) age 18 years or older; (2) COVID-19 ICD-10 diagnosis during hospitalization and/or a positive COVID-19 PCR test in a 14-day window (+/- 7 days of hospital admission); and (3) health system contact prior to COVID-19 hospitalization. Outcomes assessed were: (1) mortality (primary), (2) endotracheal intubation, and (3) ICU admission., Results and Significance: The 104,590 hospitalized participants had a mean age of 61.7 years and were 50.4% female, 24% Black, and 56.8% White. Overall risk-standardized mortality (adjusted for age, sex, race, ethnicity, body mass index, insurance status and medical comorbidities) declined from 16% of hospitalized COVID-19 patients (95% CI: 16% to 17%) early in the pandemic (February-April 2020) to 9% (CI: 9% to 10%) later (July-September 2021). Among subpopulations, males (vs. females), those on Medicare (vs. those on commercial insurance), the severely obese (vs. normal weight), and those aged 60 and older (vs. younger individuals) had especially high mortality rates both early and late in the pandemic. ICU admission and intubation rates also declined across these 20 months., Conclusions: Mortality, intubation, and ICU admission rates improved markedly over the first 20 months of the pandemic among adult hospitalized COVID-19 patients although gains varied by subpopulation. These data provide important information on the course of COVID-19 and identify hospitalized patient groups at heightened risk for negative outcomes., Trial Registration: ClinicalTrials.gov Identifier: NCT04506528 (https://clinicaltrials.gov/ct2/show/NCT04506528)., Competing Interests: The authors have declared that no competing interests exist.
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- 2022
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32. An Epidemiologic, Longitudinal, and Discordant-Twin Study of the Association Between Gambling Disorder and Suicidal Behaviors.
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Slutske WS, Davis CN, Lynskey MT, Heath AC, and Martin NG
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Gambling disorder is associated with suicidal behaviors, but it is not clear whether the association is due to common etiologic factors or to gambling disorder being causally related to suicidality. This question was examined from epidemiologic, longitudinal, and discordant twin study perspectives. The results suggested that the causes of the association with disordered gambling differed for suicidal ideation, plan, and attempt, and differed for men and women. The association of suicidal thoughts with disordered gambling was non-causally explained by common genetic influences among women (but not men). Conversely, there was evidence consistent with a potentially causal influence of disordered gambling on suicide attempt among men (but not women), which might have been related to gambling-related financial problems. The use of monetary data to identify individuals experiencing financial harms associated with their gambling may represent a more practicable target for screening, intervention, and prevention and may reduce gambling-related financial crises, thereby warding off a potential gambling-related suicide attempt., Competing Interests: Declarations of Interest: None.
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- 2022
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33. Childhood maltreatment and disordered gambling in adulthood: disentangling causal and familial influences.
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Dash GF, Martin NG, and Slutske WS
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- Adult, Australia epidemiology, Child, Female, Humans, Male, Twins psychology, Alcoholism epidemiology, Alcoholism genetics, Child Abuse, Gambling epidemiology, Gambling genetics
- Abstract
Background: Despite abundant research on the potential causal influence of childhood maltreatment (CM) on psychological maladaptation in adulthood, almost none has implemented the discordant twin design as a means of examining the role of such experiences in later disordered gambling (DG) while accounting for genetic and family environmental confounds. The present study implemented such an approach to disentangle the potential causal and familial factors that may account for the association between CM and DG., Methods: Participants were 3750 twins from the Australian Twin Registry [Mage = 37.60 (s.d. = 2.31); 58% female]. CM and DG were assessed separately via two semi-structured telephone interviews. Random-intercept generalized linear mixed models were fit to the data; zygosity, sex, educational attainment, childhood psychiatric disorder, adult antisocial behavior, and alcohol use disorder (AUD) were included as covariates., Results: Neither quasi-causal nor familial effects of CM predicted DG after adjusting for covariates. Educational attainment appeared to reduce the risk of DG while AUD appeared to increase risk; evidence also emerged for familial effects of antisocial behavior on DG. Post-hoc analyses revealed a familial effect of CM on antisocial behavior, indicating that the association between CM and DG identified in unadjusted models and in prior studies may be accounted for by genetic and shared family environmental effects of antisociality., Conclusions: These findings add to the meager literature showing that CM does not exert a causal effect on DG, and present novel evidence that familial effects of antisocial behavior may account for the association between CM and DG identified in extant non-twin research.
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- 2022
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34. Predicting disordered gambling across adolescence and young adulthood from polygenic contributions to Big 5 personality traits in a UK birth cohort.
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Spychala KM, Gizer IR, Davis CN, Dash GF, Piasecki TM, and Slutske WS
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- Adolescent, Birth Cohort, Child, Genome-Wide Association Study, Humans, Longitudinal Studies, Neuroticism, Personality genetics, Young Adult, Gambling genetics
- Abstract
Background and Aims: Previous research has demonstrated phenotypical associations between disordered gambling (DG) and Big 5 personality traits, and a twin study suggested that shared genetic influences accounted for a substantial portion of this relation. The present study examined associations between DG and polygenic scores (PSs) for Big 5 traits to measure the shared genetic underpinnings of Big 5 personality traits and DG., Design: Zero-inflated negative binomial regression models estimated associations between Big 5 PSs and past-year and life-time assessments of DG in a longitudinally assessed population-based birth cohort., Setting: United Kingdom., Participants: A total of 4729 unrelated children of European ancestry from the Avon Longitudinal Study of Parents and Children (ALSPAC) with both phenotypical and genetic data., Measurements: Phenotypical outcomes included past-year assessment of DG using the problem gambling severity index (PGSI) and life-time assessment of DSM-IV pathological gambling symptoms (DPG) across the ages of 17, 20 and 24 years. Polygenic scores were derived for the Big 5 personality traits of agreeableness, extraversion, conscientiousness, openness and neuroticism using summary statistics from genome-wide association studies (GWAS)., Findings: PSs for agreeableness [β= - 0.25, standard error (SE) = 0.054, P = 3.031e-6, ΔR
2 = 0.008] and neuroticism (β=0.14, SE = 0.046, P = 0.0017, ΔR2 = 0.002) significantly predicted PGSI scores over and above included covariates (i.e. sex and first five ancestral principal components). PSs for agreeableness (β= - 0.20, SE = 0.056, P = 0.00036, ΔR2 = 0.003) and neuroticism, when interactions with age were taken into account (β = 0.29, SE = 0.090, P = 0.002, ΔR2 = 0.004), also predicted DPG scores., Conclusions: Polygenic contributions to low agreeableness and high neuroticism appear to predict two measures of disordered gambling (problem gambling severity index and life-time assessment of DSM-IV pathological gambling symptoms). Polygenic scores for neuroticism interact with age to suggest that the positive association becomes stronger from adolescence through young adulthood., (© 2021 Society for the Study of Addiction.)- Published
- 2022
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35. Effects of alcohol sensitivity on alcohol-induced blackouts and passing out: An examination of the alcohol sensitivity questionnaire among underage drinkers.
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Davis CN, Piasecki TM, Bartholow BD, and Slutske WS
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- Adolescent, Female, Humans, Male, Risk Factors, Surveys and Questionnaires, Young Adult, Alcohol Drinking physiopathology, Alcohol Drinking in College, Alcohol-Related Disorders physiopathology, Memory Disorders physiopathology, Underage Drinking
- Abstract
Background: The role of alcohol sensitivity in the experience of blacking out and passing out has not been well established. Here, we examined the relation between individual differences in alcohol sensitivity (i.e., numbers of drinks required to experience various effects of alcohol) and reports of blacking out and passing out in the past year., Methods: Participants (925 healthy, underage college student drinkers) completed the Alcohol Sensitivity Questionnaire (ASQ) and reported on their past year blacking out and passing out experiences., Results: The fit of the ASQ's 2-factor structure was fair (CFI = 0.90, RMSEA = 0.09) in this sample of underage drinkers. In unadjusted models, higher ASQ scores (i.e., requiring more drinks to experience effects, indicating lower alcohol sensitivity) were associated with experiencing more blackouts (IRR = 1.68 [1.31-2.15]) and passing out (IRR = 2.25 [1.59-3.18]) in the past year. After controlling for typical consumption, however, higher ASQ scores were associated with fewer past-year blackouts (IRR = 0.76 [0.60-0.98]). Total ASQ scores moderated the relationship between typical alcohol consumption and blackout occurrence (interaction IRR = 0.96 [0.93-0.98]), but not passing out occurrence (interaction IRR = 0.95 [0.89-1.01]), with the quantity of alcohol consumed more strongly associated with blackout occurrence among higher-sensitivity than lower-sensitivity drinkers., Conclusions: These findings are consistent with prior work suggesting that low sensitivity may act as a paradoxical risk factor for certain heavy drinking effects, contributing to higher levels of alcohol consumption and more frequent negative consequences while also conferring protection (relative to high-sensitivity peers) at a given level of alcohol exposure., (© 2021 by the Research Society on Alcoholism.)
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- 2021
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36. Typologies of illicit drug use in mid-adulthood: a quasi-longitudinal latent class analysis in a community-based sample of twins.
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Dash GF, Martin NG, Agrawal A, Lynskey MT, and Slutske WS
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- Adult, Australia epidemiology, Cross-Sectional Studies, Female, Humans, Latent Class Analysis, Male, Risk Factors, Twins, Monozygotic, Illicit Drugs, Substance-Related Disorders epidemiology
- Abstract
Aims: To identify drug use typologies based on substances used and persistence of use over two time points, use a genetically informed design to explore twin concordance of and genetic influence on the use typologies and compare patterns of declined/discontinued ("desistant") and persistent drug use on drug use correlates., Design: Latent class analysis was applied to data from a cross-sectional self-report survey on current and past drug use. Use characteristics, use disorder, and psychiatric problems were compared across classes., Setting: Computer-assisted telephone interview in respondents' homes., Participants: A total of 3785 individual twins and siblings (1365 men, 2420 women; M
age = 32) from the Australian Twin Registry Cohort III., Measurements: A comprehensive interview assessed prior to past year and past year use of cannabis, stimulants, cocaine/crack, hallucinogens, opioids, sedatives, inhalants, dissociatives, and solvents; age of first use; opportunity to use; peer drug use; attention deficit/hyperactivity, conduct, antisocial personality, depressive, and substance use disorders; and suicidality., Findings: A five-class solution emerged: no/low use (50%), desistant cannabis use (23%), desistant party drug use (18%), persistent prescription drug misuse (4%), and persistent polydrug use (5%). Twin concordances were higher among monozygotic (k = 0.30-0.35) than dizygotic pairs (same-sex k = 0.19-0.20; opposite sex k = 0.07), and biometric modeling suggested that the persistent polydrug use class, in particular, was highly heritable (a2 = 0.94). Conduct disorder (OR = 2.40), antisocial personality disorder (OR = 3.27), and suicidal ideation (OR = 1.98) increased persistent polydrug use risk; depression (OR = 2.38) and lifetime suicide attempt (OR = 2.31) increased persistent prescription misuse risk. Relative to persistent prescription drug misuse, persistent polydrug use was associated with higher rates of cannabis and stimulant use disorder (OR = 6.14-28.01), younger first substance use (OR = 0.82-0.83), more drug use opportunity (OR = 10.66-66.06), and more drug-using peers (OR = 4.66-9.20)., Conclusions: Unique patterns of declined/discontinued ("desistant") and persistent drug use are differentially heritable and differentially associated with risk factors, psychiatric symptoms, and substance use disorder outcomes., (© 2020 Society for the Study of Addiction.)- Published
- 2021
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37. Sex differences in the relative influence of marital status and parenthood on alcohol use disorder symptoms: A multilevel discordant twin design.
- Author
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Dash GF, Martin NG, Lynskey MT, and Slutske WS
- Subjects
- Adult, Australia, Female, Humans, Male, Twins, Alcohol Drinking epidemiology, Alcoholism epidemiology, Marital Status statistics & numerical data, Parents, Sex Characteristics
- Abstract
Marriage and parenthood are associated with alcohol use and use disorder (AUD), although they are confounded such that many studies struggle to identify their unique and/or causal effects. The present study utilized a genetically informed discordant twin design that strengthens the putative causal role of marital and parental status in the presentation of AUD symptoms by using each individual's cotwin as their own control while simultaneously modeling both predictors among men and women. Participants were 980 complete same-sex twin pairs from the Australian Twin Registry ( M
age = 31.70 [ SD = 2.48]; 71% women). Marital status, parental status, and past year AUD symptoms were assessed via semistructured interview. Three random-intercept generalized linear mixed models were fit in men and women including (a) marital status only, (b) parental status only, and (c) both marital and parental status; demographics, past year pregnancy, age of first drink, age of regular drinking, personality traits, and antisociality were included as covariates. Models tested for quasi-causal and familial effects. The sole-predictor marital status model (Model 1) provided the best fit among men, while the simultaneous-predictor marital and parental status model (Model 3) provided the best fit among women. Sole-predictor models showed familial effects of both predictors among men and quasi-causal and familial effects of both predictors among women; the simultaneous-predictor model revealed familial effects of marital status only among men and quasi-causal effects of parental status only among women. The present study elucidates important sex differences in the presentation of AUD among midlife adults in the context of notable developmental milestones. (PsycInfo Database Record (c) 2020 APA, all rights reserved).- Published
- 2020
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38. Comparing the potential causal influence of two indicators of early alcohol use on later alcohol use disorder symptoms.
- Author
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Davis CN, Slutske WS, Piasecki TM, Martin NG, and Lynskey MT
- Subjects
- Adolescent, Adult, Age Factors, Alcohol Drinking genetics, Alcoholism genetics, Alcoholism psychology, Australia, Conduct Disorder complications, Conduct Disorder psychology, Female, Humans, Male, Personality Disorders complications, Personality Disorders psychology, Risk Factors, Socioeconomic Factors, Twins genetics, Twins psychology, Young Adult, Alcohol Drinking psychology, Alcoholism etiology, Personality physiology
- Abstract
Age of first drink (AFD) has repeatedly been found to be associated with alcohol use disorder (AUD); however, some studies suggest this is a noncausal effect that may be due to childhood risk factors or familial influences. In contrast to indicators of any early alcohol use, such as AFD, indicators of a pattern of repeated drinking may be more likely to be causally associated with later problematic alcohol use. The current study examined AFD and age of onset of regular drinking (ARD; defined as drinking at least once a month for 6 or more months) as quasicausal predictors of lifetime AUD symptoms. Participants were 3,005 adult Australian twins who reported having been regular drinkers in their lifetime. Semistructured interviews were conducted to assess AFD, ARD, AUD, externalizing symptomatology, and other substance use. Personality traits were assessed via questionnaire. Unadjusted and adjusted multilevel discordant twin models were conducted using data from 1,041 complete twin pairs; adjusted models included socioeconomic status, personality, conduct disorder, and early initiation of regular smoking and marijuana use as covariates. Results from fully adjusted models controlling for familial confounds provided evidence for a causal influence of ARD on AUD symptoms, whereby twins with an earlier age of regular drinking than their cotwin had more lifetime AUD symptoms. However, AFD did not significantly predict AUD symptoms after adjusting for confounds. These results suggest that early regular drinking may serve as a causal risk factor for future problems, while early initiation of any alcohol use may indicate genetic liability. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
- Published
- 2020
- Full Text
- View/download PDF
39. Contributions of Nicholas Martin to Gambling Disorder Research.
- Author
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Slutske WS and Lind PA
- Subjects
- Australia epidemiology, Diseases in Twins history, Diseases in Twins psychology, Gambling history, Gambling psychology, History, 20th Century, History, 21st Century, Humans, Social Environment, Twins, Monozygotic genetics, Twins, Monozygotic psychology, Diseases in Twins genetics, Gambling genetics, Genome-Wide Association Study
- Abstract
Professor Nicholas G. Martin, from QIMR Berghofer Medical Research Institute in Brisbane, Australia, is a world leader in the effort to understand the genetic architecture underlying disordered gambling. This article pays tribute to Nick and his almost two decades of gambling research, highlighting his many strengths, ranging from the use of ingenious recruitment approaches, twin study methods, genomewide association studies, to facilitating international collaborations.
- Published
- 2020
- Full Text
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40. High-Intensity Drinking in Adult Australian Twins.
- Author
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Dash GF, Davis CN, Martin NG, Statham DJ, Lynskey MT, and Slutske WS
- Subjects
- Adult, Age Factors, Australia epidemiology, Binge Drinking diagnosis, Cohort Studies, Female, Humans, Interviews as Topic methods, Male, Middle Aged, Registries, Young Adult, Binge Drinking epidemiology, Binge Drinking genetics, Twins genetics
- Abstract
Background: Many adult drinkers consume far beyond the binge threshold. This "high-intensity drinking" (HID), defined as 2 (HID-2) and 3 (HID-3) times the binge threshold, is of public health interest due to its role in acute alcohol-related harms. Research on HID has mostly been limited to college-aged young adults, focused on contextual factors, and neglected the potential role of genetic influences on the propensity to engage in HID., Methods: Structured diagnostic interviews assessing past-year alcohol involvement were conducted with 3,785 individuals (1,365 men, 2,420 women; M
age = 32, range = 21 to 46), including 3,314 twins and 471 nontwin siblings from the Australian Twin Registry. Multinomial logistic regression analyses were conducted to compare HID-2 and HID-3 to binge drinking on demographic correlates, drinking characteristics, and drinking-related consequences. Biometric modeling was conducted to estimate the role of genetic, common, and individual-specific environmental factors in HID propensity., Results: Among past-year drinkers, the prevalence of HID-2 and HID-3 was both 22%, with men disproportionally represented. The frequencies of drinking, intoxication, and binge drinking significantly increased across the heavier drinking categories, which also evidenced higher average consumption quantities and higher rates of alcohol-related consequences. The propensity to engage in HID was significantly heritable (A = 37% [95% CI: 28 to 46%]), with individual-specific environmental influences accounting for the remainder of the variance., Conclusions: This study convincingly demonstrates that HID is not restricted to college-aged young adults, but also can be highly prevalent among those of working age, and that the propensity to engage in HID is partially explained by genetic influences., (© 2020 by the Research Society on Alcoholism.)- Published
- 2020
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41. Identifying subtypes of cannabis users based on simultaneous polysubstance use.
- Author
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Davis CN, Slutske WS, Martin NG, Agrawal A, and Lynskey MT
- Subjects
- Adolescent, Adult, Alcohol Drinking epidemiology, Alcohol Drinking genetics, Alcohol Drinking psychology, Australia epidemiology, Cohort Studies, Drug Users psychology, Female, Humans, Male, Marijuana Smoking psychology, Registries, Substance-Related Disorders psychology, Twins, Dizygotic psychology, Twins, Monozygotic psychology, Young Adult, Marijuana Smoking epidemiology, Marijuana Smoking genetics, Substance-Related Disorders epidemiology, Substance-Related Disorders genetics, Twins, Dizygotic genetics, Twins, Monozygotic genetics
- Abstract
Background: Cannabis use patterns vary considerably, with many users reporting simultaneous and non-simultaneous use (co-use) of other substances. Despite this, little research has examined the extent to which subtypes of cannabis users may be identified based on their simultaneous and co-use behaviors., Methods: The sample consisted of adult Australian twins and siblings who reported lifetime cannabis use (n = 2590). A latent class analysis was conducted to determine subtypes of cannabis users based on five indicators of substance co-use and simultaneous use. Adolescent correlates (age of substance initiation and conduct disorder) and adult correlates (substance use/disorder and depression) of class membership were assessed. Twin similarity for class membership was also examined., Results: Four subtypes of users were identified: 1) alcohol co-users, 2) simultaneous alcohol users, 3) simultaneous tobacco users, and 4) simultaneous alcohol, tobacco, and drug users. Compared to co-users of alcohol, simultaneous alcohol users were at increased risk for alcohol problems. Patterns of use that involved simultaneous tobacco and cannabis use (i.e., simultaneous tobacco users and simultaneous alcohol, tobacco, and drug users) were associated with the most problematic outcomes, including substance use and disorder. There was evidence for genetic influences (12-58%) on cannabis use patterns, with higher concordance for latent class membership among monozygotic compared to dizygotic twins (χ
2 (1) = 7.19, p = 0.007)., Conclusions: The current study identified four classes of cannabis users at varying degrees of risk. Results suggest that simultaneous tobacco and cannabis use may be especially associated with deleterious outcomes., (Copyright © 2019 Elsevier B.V. All rights reserved.)- Published
- 2019
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42. Polygenic Risk Scores for Psychiatric Disorders Reveal Novel Clues About the Genetics of Disordered Gambling.
- Author
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Piasecki TM, Gizer IR, and Slutske WS
- Subjects
- Adult, Female, Genome-Wide Association Study, Humans, Male, Risk Factors, Attention Deficit Disorder with Hyperactivity genetics, Depressive Disorder, Major genetics, Gambling genetics, Multifactorial Inheritance
- Abstract
Disordered gambling (DG) is a rare but serious condition that results in considerable financial and interpersonal harms. Twin studies indicate that DG is heritable but are silent with respect to specific genes or pathways involved. Existing genomewide association studies (GWAS) of DG have been substantially underpowered. Larger GWAS of other psychiatric disorders now permit calculation of polygenic risk scores (PRSs) that reflect the aggregated effects of common genetic variants contributing risk for the target condition. The current study investigated whether gambling and DG are associated with PRSs for four psychiatric conditions found to be comorbid with DG in epidemiologic surveys: major depressive disorder (MDD), attention-deficit hyperactivity disorder (ADHD), bipolar disorder (BD) and schizophrenia (SCZ). Genotype data and survey responses were analyzed from the Wave IV assessment (conducted in 2008) of the National Longitudinal Study of Adolescent to Adult Health, a representative sample of adolescents recruited in 1994-1995 and followed into adulthood. Among participants classified as having European ancestry based on genetic analysis (N = 5215), 78.4% reported ever having gambled, and 1.3% reported lifetime DG. Polygenic risk for BD was associated with decreased odds of lifetime gambling, OR = 0.93 [0.87, 0.99], p = .045, pseudo-R2(%) = .12. The SCZ PRS was associated with increased odds of DG, OR = 1.54 [1.07, 2.21], p = .02, pseudo-R2(%) = .85. Polygenic risk scores for MDD and ADHD were not related to either gambling outcome. Investigating features common to both SCZ and DG might generate valuable clues about the genetically influenced liabilities to DG.
- Published
- 2019
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43. Genetic and environmental influences on gambling disorder liability: a replication and combined analysis of two twin studies.
- Author
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Davis CN, Slutske WS, Martin NG, Agrawal A, and Lynskey MT
- Subjects
- Adult, Australia epidemiology, Environment, Female, Humans, Male, Qualitative Research, Sex Factors, Gambling epidemiology, Gambling etiology, Gambling genetics, Registries
- Abstract
Background: Gambling disorder (GD), recognized in Diagnostic and Statistical Manual of Mental Disorders, Version 5 (DSM-5) as a behavioral addiction, is associated with a range of adverse outcomes. However, there has been little research on the genetic and environmental influences on the development of this disorder. This study reports results from the largest twin study of GD conducted to date., Methods: Replication and combined analyses were based on samples of 3292 (mean age 31.8, born 1972-79) and 4764 (mean age 37.7, born 1964-71) male, female, and unlike-sex twin pairs from the Australian Twin Registry. Univariate biometric twin models estimated the proportion of variation in the latent GD liability that could be attributed to genetic, shared environmental, and unique environmental factors, and whether these differed quantitatively or qualitatively for men and women., Results: In the replication study, when using a lower GD threshold, there was evidence for significant genetic (60%; 95% confidence interval (CI) 45-76%) and unique environmental (40%; 95% CI 24-56%), but not shared environmental contributions (0%; 95% CI 0-0%) to GD liability; this did not significantly differ from the original study. In the combined analysis, higher GD thresholds (such as one consistent with DSM-5 GD) and a multiple threshold definitions of GD yielded similar results. There was no evidence for quantitative or qualitative sex differences in the liability for GD., Conclusions: Twin studies of GD are few in number but they tell a remarkably similar story: substantial genetic and unique environmental influences, with no evidence for shared environmental contributions or sex differences in GD liability.
- Published
- 2019
- Full Text
- View/download PDF
44. Genetic Epidemiology of Liability for Alcohol-Induced Blacking and Passing Out.
- Author
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Davis CN, Slutske WS, Martin NG, Agrawal A, and Lynskey MT
- Subjects
- Adult, Alcohol-Induced Disorders, Nervous System epidemiology, Australia epidemiology, Female, Genetic Predisposition to Disease, Humans, Male, Unconsciousness epidemiology, Alcohol-Induced Disorders, Nervous System genetics, Central Nervous System Depressants adverse effects, Ethanol adverse effects, Unconsciousness chemically induced, Unconsciousness genetics
- Abstract
Background: Individuals differ in their sensitivity to alcohol's physiological effects, including blacking and passing out. Blackouts are periods of impaired memory formation when an individual engages in activities they later cannot recall, while passing out results in loss of consciousness., Methods: The sample consisted of 3,292 adult twins from the Australian Twin Registry. Univariate twin analyses were conducted to examine the contributions of genetic and environmental influences to blacking and passing out occurrence and susceptibility (accounting for frequency of intoxication). Evidence for shared etiology of susceptibility to blacking and passing out was examined using bivariate twin analyses., Results: Although blacking and passing out were strongly associated (odds ratio (OR) = 4.45, 95% confidence interval (CI): [3.85, 5.14]), the genetic epidemiology was quite different. Genetic (43%) and nonshared environmental (57%) influences contributed to liability for blackout occurrence. For passing out occurrence, there was evidence of sex differences. Among men, genetic (32%) and nonshared environmental (68%) influences contributed, whereas among women, there were shared (29%) and nonshared environmental (72%) influences. After accounting for frequency of intoxication, genetic influences on blackout susceptibility remained significant; in contrast, only nonshared environmental influences were significant for passing out susceptibility. There was evidence for overlapping genetic and nonshared environmental factors influencing susceptibility to blacking and passing out among men; among women, there were overlapping nonshared environmental influences., Conclusions: Blacking and passing out are 2 common sedative-like effects of heavy drinking, and people differ considerably in their susceptibility to these effects. This study suggests that differences in blackout susceptibility can be explained by genetic factors in both men and women, while differences in susceptibility to pass out after consuming alcohol may be attributable to environmental influences, particularly among women. These environmental factors may include changing social and cultural norms about alcohol use, drinking context, and the type(s) of alcohol consumed., (© 2019 by the Research Society on Alcoholism.)
- Published
- 2019
- Full Text
- View/download PDF
45. Big Five personality traits and alcohol, nicotine, cannabis, and gambling disorder comorbidity.
- Author
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Dash GF, Slutske WS, Martin NG, Statham DJ, Agrawal A, and Lynskey MT
- Subjects
- Adult, Australia epidemiology, Behavior, Addictive epidemiology, Comorbidity, Diagnostic and Statistical Manual of Mental Disorders, Female, Gambling epidemiology, Humans, Male, Middle Aged, Substance-Related Disorders epidemiology, Young Adult, Behavior, Addictive psychology, Gambling psychology, Personality, Substance-Related Disorders psychology
- Abstract
The Diagnostic and Statistical Manual of Mental Disorders (DSM ; 5th ed.) reassignment of gambling disorder as an addictive disorder alongside the substance-related addictive disorders encourages research into their shared etiologies. The aims of this study were to examine: (a) the associations of Big Five personality dimensions with alcohol, nicotine, cannabis, and gambling disorders, (b) the comorbidity between these disorders, (c) the extent to which common personality underpinnings explain comorbidity, (d) whether results differed for men and women, and (e) the magnitude of personality differences corresponding to the 4 disorders. Participants were 3,785 twins and siblings (1,365 men, 2,420 women; M
age = 32 years, range = 21-46 years) from the Australian Twin Registry who completed psychiatric interviews and Big Five personality inventories. The personality profile of high neuroticism, low agreeableness, and low conscientiousness was associated with all 4 addictive disorders. All but 1 of the pairwise associations between the disorders were significant. After accounting for Big Five traits, the associations were attenuated to varying degrees but remained significant. The results were generally similar for men and women. The results suggest that the Big Five traits of neuroticism, agreeableness, and conscientiousness are associated with the general propensity to develop an addictive disorder and may in part explain their co-occurrence; however, they may be more broadly associated with the propensity for any psychiatric disorder. The effect sizes of the personality associations suggest that the diagnosis of gambling disorder as operationalized by the DSM may be more severe than the other addictive disorders. Calibration of the diagnosis of gambling disorder to the other addictive disorders may be warranted. (PsycINFO Database Record (c) 2019 APA, all rights reserved).- Published
- 2019
- Full Text
- View/download PDF
46. Neighborhood density of alcohol outlets moderates genetic and environmental influences on alcohol problems.
- Author
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Slutske WS, Deutsch AR, and Piasecki TM
- Subjects
- Adolescent, Adult, Alcoholic Beverages adverse effects, Commerce statistics & numerical data, Correlation of Data, Cross-Sectional Studies, Diseases in Twins genetics, Female, Geography, History, 16th Century, Humans, Male, Risk Factors, Siblings, Young Adult, Alcohol Drinking epidemiology, Alcohol Drinking genetics, Alcohol-Related Disorders epidemiology, Alcohol-Related Disorders genetics, Alcoholic Beverages supply & distribution, Gene-Environment Interaction, Residence Characteristics statistics & numerical data
- Abstract
Background and Aims: Geographic differences in rates of alcohol use disorder suggest that environmental factors and gene-environment interactions are likely to play an important role in its genesis. We aimed to examine whether living in a community with more alcohol outlets would facilitate the expression of the genetic propensity to develop alcohol problems., Design: Cross-sectional twin/sibling study., Setting: United States., Participants: The participants were 18-26-year-old twin, full- and half-sibling pairs from Wave III of the National Longitudinal Study of Adolescent to Adult Health., Measurements: Participants completed in-home interviews in which past year alcohol problems were assessed. Alcohol outlet densities were extracted from state-level liquor license databases aggregated at the census tract level., Findings: There was evidence that estimates of genetic and environmental influences on alcohol problems varied as a function of the density of alcohol outlets in the community. The heritability of alcohol problems for those residing in a neighborhood with more than 10 on-premises outlets was 78% (95% confidence limits = 52-100%), compared with 11% (95% confidence limits = 0-29%) for those in a neighborhood with no on-premises outlets. This moderating effect of alcohol outlet density was not explained by state of residence, population density or neighborhood socio-demographic characteristics., Conclusions: Individuals who are genetically predisposed to develop alcohol problems may be especially sensitive to the influence of many alcohol outlets in their community., (© 2018 Society for the Study of Addiction.)
- Published
- 2019
- Full Text
- View/download PDF
47. Potential Causal Influence of Neighborhood Disadvantage on Disordered Gambling: Evidence From a Multilevel Discordant Twin Design.
- Author
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Slutske WS, Piasecki TM, Deutsch AR, Statham DJ, and Martin NG
- Abstract
The quality of the neighborhood in which one lives has been linked to disordered gambling (DG), but whether this reflects a causal relation has not yet been empirically examined. Participants were 3,450 Australian twins who completed assessments of past-year DG and personality and for whom census-derived indicators of disadvantage were used to characterize their neighborhood. Multilevel models were employed to estimate within-twin-pair and betweentwin-pair effects of neighborhood disadvantage on DG, with the within-twin-pair effect representing a potentially causal association and the between-twin-pair effect representing a noncausal association. There was robust evidence for a potentially causal (as well as a non-causal) effect of neighborhood disadvantage on DG (in contrast, parallel analyses of past-year alcohol use disorder failed to find evidence of a potentially causal effect). These results support efforts focused on identifying the active ingredients contributing to the effect of neighborhood disadvantage on DG and developing interventions to limit their impact.
- Published
- 2019
- Full Text
- View/download PDF
48. Neighborhood alcohol outlet density and genetic influences on alcohol use: evidence for gene-environment interaction.
- Author
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Slutske WS, Deutsch AR, and Piasecki TM
- Subjects
- Adolescent, Adult, Female, Humans, Interviews as Topic, Longitudinal Studies, Male, Siblings, United States epidemiology, Young Adult, Alcohol Drinking epidemiology, Alcohol Drinking genetics, Alcoholic Beverages, Commerce statistics & numerical data, Gene-Environment Interaction, Residence Characteristics statistics & numerical data
- Abstract
Background: Genetic influences on alcohol involvement are likely to vary as a function of the 'alcohol environment,' given that exposure to alcohol is a necessary precondition for genetic risk to be expressed. However, few gene-environment interaction studies of alcohol involvement have focused on characteristics of the community-level alcohol environment. The goal of this study was to examine whether living in a community with more alcohol outlets would facilitate the expression of the genetic propensity to drink in a genetically-informed national survey of United States young adults., Methods: The participants were 2434 18-26-year-old twin, full-, and half-sibling pairs from Wave III of the National Longitudinal Study of Adolescent to Adult Health. Participants completed in-home interviews in which alcohol use was assessed. Alcohol outlet densities were extracted from state-level liquor license databases aggregated at the census tract level to derive the density of outlets., Results: There was evidence that the estimates of genetic and environmental influences on alcohol use varied as a function of the density of alcohol outlets in the community. For example, the heritability of the frequency of alcohol use for those residing in a neighborhood with ten or more outlets was 74% (95% confidence limits = 55-94%), compared with 16% (95% confidence limits = 0-34%) for those in a neighborhood with zero outlets. This moderating effect of alcohol outlet density was not explained by the state of residence, population density, or neighborhood sociodemographic characteristics., Conclusions: The results suggest that living in a neighborhood with many alcohol outlets may be especially high-risk for those individuals who are genetically predisposed to frequently drink.
- Published
- 2019
- Full Text
- View/download PDF
49. Socioeconomic Status and Adolescent Alcohol Involvement: Evidence for a Gene-Environment Interaction.
- Author
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Davis CN and Slutske WS
- Subjects
- Adolescent, Female, Humans, Male, Parents psychology, Risk Factors, Surveys and Questionnaires, Twins, Dizygotic genetics, Twins, Monozygotic genetics, Gene-Environment Interaction, Social Class, Twins, Dizygotic psychology, Twins, Monozygotic psychology, Underage Drinking economics, Underage Drinking psychology
- Abstract
Objective: Adolescence is an optimal developmental stage for examining the interplay of environmental factors and the genetic risk for alcohol involvement. The current study aimed to examine how socioeconomic status might interact with genetic risk for alcohol involvement among adolescents., Method: A total of 839 same-sex adolescent twin pairs (509 monozygotic and 330 dizygotic) from the 1962 National Merit Twin Study completed a questionnaire containing items assessing alcohol involvement. Twins were approximately 17 years old at the time of participation. Parents provided reports of family income and educational attainment. Models were fit examining parental education and family income as moderators of genetic and environmental influences on alcohol use., Results: There was evidence for moderation of genetic and environmental influences on alcohol involvement by family income. For twins with the lowest levels of family income, genetic and shared environmental influences accounted for 50% and 26% of the variance in alcohol involvement, respectively, compared with 2% and 67% of the variance among those at the highest level of income., Conclusions: These findings suggest that etiological influences on alcohol involvement vary as a function of an adolescent's socioeconomic status., Competing Interests: Christal N. Davis and Wendy S. Slutske declare no conflicts of interest.
- Published
- 2018
50. Intensity of Daily Drinking and Its Relation to Alcohol Use Disorders.
- Author
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Vergés A, Ellingson JM, Schroder SA, Slutske WS, and Sher KJ
- Subjects
- Aged, Aged, 80 and over, Alcohol Drinking epidemiology, Alcohol Drinking psychology, Alcohol Drinking trends, Binge Drinking trends, Cross-Sectional Studies methods, Diagnostic and Statistical Manual of Mental Disorders, Female, Follow-Up Studies, Humans, Male, Middle Aged, Prospective Studies, Alcoholism diagnosis, Alcoholism epidemiology, Binge Drinking diagnosis, Binge Drinking epidemiology, Self Report
- Abstract
Background: Daily drinking is an important public health concern and informative for evaluating diagnostic classification. In particular, daily binge drinkers might be considered as the prototype of some forms of alcoholism, as this drinking pattern may drive many alcohol use disorder (AUD) symptoms. However, daily drinking potentially captures a wide range of drinkers, including light-moderate daily drinkers who exhibit presumed control over their drinking behavior and might benefit from salutary effects on health. This study examined the heterogeneity of daily drinkers in detail., Methods: Data from the 2 waves of the National Epidemiologic Survey on Alcohol and Related Conditions were used. Participants who reported drinking "every day" during the last 12 months were classified as daily drinkers. A series of regression and logistic regression analyses were conducted to investigate the association between daily drinking and various outcomes., Results: Daily drinkers were found to vary considerably from each other with respect to diagnostic status, level of consumption, demographic composition, and a range of drinking and health correlates. Further, a substantial number of daily binge drinkers were not diagnosed with AUD under the DSM-IV or DSM-5, although in most groups, the DSM-5 criteria diagnosed a larger percentage of participants., Conclusions: Daily drinkers represent a highly heterogeneous group, and the correlates of daily drinking depend on the usual quantity of daily drinks and the frequency of alcohol-related problems in a given sample. Moreover, AUD, defined both according to DSM-IV and DSM-5, did not capture more than 68% of daily binge drinkers. Given that daily binge drinking is an extremely high threshold for use, this finding may present a challenge for our current classification system., (Copyright © 2018 by the Research Society on Alcoholism.)
- Published
- 2018
- Full Text
- View/download PDF
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