ReviewLancet (London, England)2013
Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010.
Review in Lancet (London, England), 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 11 registered trials, which are not on this map. Cited by 2,536 papers, 13 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Prediction of the Cognitive Effects of Electroconvulsive Therapy Via Machine Learning and Neuroimaging
Evaluating a Multi-component Group Intervention for Improving Psychological Well-being of Trainee Civil Servants in Pakistan: a Randomised Controlled Study
The Effects of Behavioral Sleep Intervention on Infant Sleep and Social-emotional Development
Quantitative Investigation of the Association Between the Social and Physical Features of the Environment and Participation for Those With Complex Mental Health Difficulties Living in Supported Accommodation
Supportive Text Messaging Versus Supportive E-mail Messaging for Patients With Major Depressive Disorder - A Non-Inferiority Randomized Trial
The Impact of Spiritual Healing on Moderate Depression in Adults: A Pilot Randomized Controlled Trial (RCT)
Effectiveness of Group Versus Individual Self-management of Depression Using a Mobile App to Increase Treatment Adherence Among Users of a University-based Helpline in the Dominican Republic.
Physical Exercise as Adjunctive Therapy for Affective Disorder and Anxiety - a Retrospective Study of the Braining Project 2017-2020 Regarding Feasibility, Participants and Changes in Symptoms, Function and Physical Parameters
A Phase I Randomized, Double-blinded, Placebo-controlled Dose Escalation Study to Evaluate the Safety, Tolerability, and Pharmacokinetic of HS-10353 in Chinese Adult Subjects
Model-based Electrical Brain Stimulation
Evaluation of Training Curriculum and Service of Improving Access to Community Therapies
Who cites it
2,536 citing papers in PubMed, 13 syntheses or guidelines pooled it.
- Common and disorder-specific aberrant activation during reward and loss processing in major depressive disorder and addiction: a meta-analysis of fMRI studies.Molecular psychiatry · 2026Pooled it
- Association Between Psychological Distress and Site-Specific Cancer Incidence: A Systematic Review and Meta-Analysis.Psycho-oncology · 2026Pooled it
- Adherence to the MIND (Mediterranean-DASH Intervention for Neurodegenerative Delay) diet and depression, stress, and anxiety: a systematic review.BMC nutrition · 2026Pooled it
- Adherence to the EAT-Lancet diet and neuropsychiatric disorders: a systematic review and meta-analysis.Psychological medicine · 2026Pooled it
- Virtual reality-based exercise interventions for the treatment of depression: a systematic review and meta-analysis of randomized controlled trials.BMC psychiatry · 2026Pooled it
- Identification of common spontaneous brain activity alterations across psychiatric disorders.Translational psychiatry · 2026Pooled it
- System dynamics modelling methods for public health policy evaluation: a systematic literature review focussing on mental health and substance use disorders.BMC public health · 2026Pooled it
- A Systematic Review of Decision-Analytic Modelling Approaches in Economic Evaluations of Post-traumatic Stress Disorder Treatments.PharmacoEconomics · 2026Pooled it
- The Efficacy of Acceptance and Commitment Therapy for Transitional-Age Youth: A Meta-analysis.Clinical child and family psychology review · 2025Pooled it
- Association Between 24-h Movement Behaviors and Mental Health in Children and Adolescents: A Systematic Review and Compositional Data Meta-Analysis.Scandinavian journal of medicine & science in sports · 2025Pooled it
- Treatment outcomes for substance use disorders across the African continent: a systematic review.BMC psychology · 2025Pooled it
- Interventions for helping people recognise early signs of recurrence in bipolar disorder.The Cochrane database of systematic reviews · 2025Pooled it
- Common neural patterns of substance use disorder: a seed-based resting-state functional connectivity meta-analysis.Translational psychiatry · 2025Pooled it
- Selective Personality-Targeted Intervention and the Escalation of Substance Use During Adolescence: A Secondary Analysis of A Cluster-Randomized Clinical Trial.JAMA network open · 2025Trial
- Treatment Without Cost? Effects and Side Effects of an Internet-Based Intervention for Depression: Randomized Controlled Trial.JMIR mental health · 2025Trial
- Article
- Disorder-specific and shared genetic architecture underlying schizophrenia and bipolar disorder.medRxiv : the preprint server for health sciences · 2026Article
- Leveraging machine learning to personalize depression treatment: A pre-registered study of 828 adults randomized to a digital single-session intervention or waitlist.Clinical psychological science : a journal of the Association for Psychological Science · 2026Article
- Living in a genetic penumbra: navigating uncertainty and morality.Journal of community genetics · 2026Article
- YTHDF1 modulates CAP1-mediated actin turnover to regulate synaptic function and anxiodepressive-like behaviors.Molecular psychiatry · 2026Article
2,476 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
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Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWe used data from the Global Burden of Diseases, Injuries, and Risk Factors Study 2010 (GBD 2010) to estimate the burden of disease attributable to mental and substance use disorders in terms of disability-adjusted life years (DALYs), years of life lost to premature mortality (YLLs), and years lived with disability (YLDs).
methodsFor each of the 20 mental and substance use disorders included in GBD 2010, we systematically reviewed epidemiological data and used a Bayesian meta-regression tool, DisMod-MR, to model prevalence by age, sex, country, region, and year. We obtained disability weights from representative community surveys and an internet-based survey to calculate YLDs. We calculated premature mortality as YLLs from cause of death estimates for 1980-2010 for 20 age groups, both sexes, and 187 countries. We derived DALYs from the sum of YLDs and YLLs. We adjusted burden estimates for comorbidity and present them with 95% uncertainty intervals.
findingsIn 2010, mental and substance use disorders accounted for 183·9 million DALYs (95% UI 153·5 million-216·7 million), or 7·4% (6·2-8·6) of all DALYs worldwide. Such disorders accounted for 8·6 million YLLs (6·5 million-12·1 million; 0·5% [0·4-0·7] of all YLLs) and 175·3 million YLDs (144·5 million-207·8 million; 22·9% [18·6-27·2] of all YLDs). Mental and substance use disorders were the leading cause of YLDs worldwide. Depressive disorders accounted for 40·5% (31·7-49·2) of DALYs caused by mental and substance use disorders, with anxiety disorders accounting for 14·6% (11·2-18·4), illicit drug use disorders for 10·9% (8·9-13·2), alcohol use disorders for 9·6% (7·7-11·8), schizophrenia for 7·4% (5·0-9·8), bipolar disorder for 7·0% (4·4-10·3), pervasive developmental disorders for 4·2% (3·2-5·3), childhood behavioural disorders for 3·4% (2·2-4·7), and eating disorders for 1·2% (0·9-1·5). DALYs varied by age and sex, with the highest proportion of total DALYs occurring in people aged 10-29 years. The burden of mental and substance use disorders increased by 37·6% between 1990 and 2010, which for most disorders was driven by population growth and ageing.
interpretationDespite the apparently small contribution of YLLs--with deaths in people with mental disorders coded to the physical cause of death and suicide coded to the category of injuries under self-harm--our findings show the striking and growing challenge that these disorders pose for health systems in developed and developing regions. In view of the magnitude of their contribution, improvement in population health is only possible if countries make the prevention and treatment of mental and substance use disorders a public health priority.
fundingQueensland Department of Health, National Health and Medical Research Council of Australia, National Drug and Alcohol Research Centre-University of New South Wales, Bill & Melinda Gates Foundation, University of Toronto, Technische Universität, Ontario Ministry of Health and Long Term Care, and the US National Institute of Alcohol Abuse and Alcoholism.
Indexed as
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.