Moderate Alcohol Consumption and Depression: A Marginal Structural Model Approach Promoting Causal Inference

被引:30
作者
Visontay, Rachel [1 ]
Mewton, Louise [1 ,2 ]
Slade, Tim [1 ]
Aris, Izzuddin M. [3 ,4 ]
Sunderland, Matthew [1 ]
机构
[1] Univ Sydney, Matilda Ctr Res Mental Hlth & Subst Use, Sydney, Australia
[2] Univ New South Wales, Ctr Hlth Brain Ageing, Sydney, Australia
[3] Harvard Med Sch, Dept Populat Med, Div Chron Dis Res Lifecourse, Boston, MA USA
[4] Harvard Pilgrim Hlth Care Inst, Boston, MA USA
基金
英国医学研究理事会;
关键词
DISORDER; ASSOCIATION; SYMPTOMS; ANXIETY; PRIMER;
D O I
10.1176/appi.ajp.22010043
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Objective: Moderate alcohol consumption is associated with decreased risk for depression, but it remains unclear whether this is a causal relationship or a methodological artifact. To compare the effects of consistent abstinence and occasional, moderate, and above-guideline alcohol consumption throughout early to middle adulthood on depression at age 50, the authors conducted a secondary analysis of the National Longitudinal Survey of Youth 1979 cohort and employed a marginal structural model (MSM) approach.Methods: Baseline was set at 1994, when individuals were ages 29-37. The MSM incorporated measurements of alcohol consumption in 1994, 2002, and 2006, baseline and time-varying covariates, and repeated measurements with the Center for Epidemiologic Studies Depression Scale-Short Form (CES-D-SF). A total of 5,667 eligible participants provided valid data at baseline, 3,593 of whom provided valid outcome data. The authors used all ob-served data to predict CES-D-SF means and rates of probable depression for hypothetical trajectories of con-sistent alcohol consumption.Results: The results approximated J-curve relationships. Specifically, both consistent occasional and consistent moderate drinkers were predicted to have reduced CES-D-SF scores and rates of probable depression at age 50 compared with consistent abstainers (CES-D-SF scores: b=-0.84, 95% CI=-1.47,-0.11; probable depression: odds ratio=0.58, 95% CI=0.36, 0.88 for consistent occasional drinkers vs. abstainers; CES-D-SF scores: b=-1.08, 95% CI=-1.88,-0.20; probable depression: odds ratio=0.59, 95% CI=0.26, 1.13 for consistent moderate drinkers vs. consistent abstainers). Consistent above-guideline drinkers were predicted to have slightly increased risk compared with consistent abstainers, but this was not significant. In sex -stratified analyses, results were similar for females and males.Conclusions: This study contributes preliminary evidence that associations between moderate alcohol consumption and reduced risk for depression may reflect genuine causal effects. Further research using diverse methodologies that promote causal inference is required.
引用
收藏
页码:209 / 217
页数:9
相关论文
共 52 条
[31]   Selection biases in observational studies affect associations between 'moderate' alcohol consumption and mortality [J].
Naimi, Timothy S. ;
Stockwell, Timothy ;
Zhao, Jinhui ;
Xuan, Ziming ;
Dangardt, Frida ;
Saitz, Rich ;
Liang, Wenbin ;
Chikritzhs, Tanya .
ADDICTION, 2017, 112 (02) :207-214
[32]   Recalibrating expectations about effect size: A multi-method survey of effect sizes in the ABCD study [J].
Owens, Max M. ;
Potter, Alexandra ;
Hyatt, Courtland S. ;
Albaugh, Matthew ;
Thompson, Wesley K. ;
Jernigan, Terry ;
Yuan, Dekang ;
Hahn, Sage ;
Allgaier, Nicholas ;
Garavan, Hugh .
PLOS ONE, 2021, 16 (09)
[33]   The bidirectional relationships between alcohol, cannabis, co-occurring alcohol and cannabis use disorders with major depressive disorder: Results from a national sample [J].
Pacek, Lauren R. ;
Martins, Silvia S. ;
Crum, Rosa M. .
JOURNAL OF AFFECTIVE DISORDERS, 2013, 148 (2-3) :188-195
[34]   Addressing the burden of mental, neurological, and substance use disorders: key messages from Disease Control Priorities, 3rd edition [J].
Patel, Vikram ;
Chisholm, Dan ;
Parikh, Rachana ;
Charlson, Fiona J. ;
Degenhardt, Louisa ;
Dua, Tarun ;
Ferrari, Alize J. ;
Hyman, Steve ;
Laxminarayan, Ramanan ;
Levin, Carol ;
Lund, Crick ;
Medina Mora, Maria Elena ;
Petersen, Inge ;
Scott, James ;
Shidhaye, Rahul ;
Vijayakumar, Lakshmi ;
Thornicroft, Graham ;
Whiteford, Harvey .
LANCET, 2016, 387 (10028) :1672-1685
[35]   Exploring psychological benefits associated with moderate alcohol use: a necessary corrective to assessments of drinking outcomes? [J].
Peele, S ;
Brodsky, A .
DRUG AND ALCOHOL DEPENDENCE, 2000, 60 (03) :221-247
[36]  
RADLOFF L S, 1977, Applied Psychological Measurement, V1, P385, DOI 10.1177/014662167700100306
[37]   Does Alcohol Use Affect Cancer Risk? [J].
Rehm, Juergen ;
Soerjomataram, Isabelle ;
Ferreira-Borges, Carina ;
Shield, Kevin D. .
CURRENT NUTRITION REPORTS, 2019, 8 (03) :222-229
[38]   Marginal structural models and causal inference in epidemiology [J].
Robins, JM ;
Hernán, MA ;
Brumback, B .
EPIDEMIOLOGY, 2000, 11 (05) :550-560
[39]   Cohort Profile: The National Longitudinal Survey of Youth 1979 (NLSY79) [J].
Rothstein, Donna S. ;
Carr, Deborah ;
Cooksey, Elizabeth .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2019, 48 (01) :22-+
[40]   The interface of depression and cardiovascular disease: therapeutic implications [J].
Seligman, Fred ;
Nemeroff, Charles B. .
AFFECTIVE DISORDERS AND TRAUMATIC BRAIN INJURY, 2015, 1345 :25-35