The causal role of adiposity in mental illness: A systematic review and meta-analysis of Mendelian randomization studies
Gao, M.; Doody, P.; Koutoukidis, D. A.; Yu, Y.; Aveyard, P.; Stevens, R.; Dixon, P. C.
Show abstract
ImportanceExcess adiposity is associated with mental illnesses, but the causality of these associations remains equivocal. ObjectiveTo examine the causal effect of adiposity on mental illnesses by summarizing and assessing evidence from Mendelian randomization (MR) studies. Study SelectionSearches were conducted on Embase, Medline, and Web of Science from database inception to January 8th 2024. Data Extraction and SynthesisStudies using MR study designs that estimated adiposity measures including body mass index, abdominal adiposity, peripheral adiposity, or body composition in relation to mental illnesses were included. Study quality was assessed with a scoring system reflecting MR study guidelines. Data were pooled in meta-analyses using random-effects models. Subgroup analyses were conducted by sex. Main Outcomes and MeasuresOutcomes were the presence or severity of depression, anxiety, eating disorders, bipolar disorder, obsessive compulsive disorder, post-traumatic stress disorder, schizophrenia, and related psychotic disorders. ResultsForty-one studies with 184 MR estimates were included in the systematic review; and 16 studies with 30 MR estimates were included in meta-analysis. Pooled estimates suggested that general adiposity was causally associated with depression (OR: 1.05, 95% CI, 1.00-1.10, p<0.001; I2=82.8%), though the effect size was modest and there was high heterogeneity. Subgroup difference by sex in the causal relationship was not observed (p=0.382). No evidence of causal associations was found between adiposity and other mental illnesses, though these analyses were characterized by high imprecision and heterogeneity. Conclusion and RelevanceGeneral adiposity appears to be causally associated with depression, suggesting psychological benefits of weight management. Evidence for causal associations between adiposity and other mental illnesses remains uncertain. Key PointsO_ST_ABSQuestionC_ST_ABSIs adiposity causally associated with mental illnesses? FindingsIn this systematic review of 41 Mendelian randomization studies, with 184 MR estimates, and meta-analysis of 30 MR estimates, general adiposity was causally associated with depression. There was no evidence of sex differences. Evidence of causal associations between adiposity and other mental illnesses was unclear. MeaningThe findings suggest that higher adiposity can cause depression, which highlights the psychological importance of weight management.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Associations of cannabis use, tobacco use and incident anxiety, mood, and psychotic disorders: a systematic review and meta-analysis 93%
- A Multivariate Genome-Wide Association Study Reveals Neural Correlates and Common Biological Mechanisms of Psychopathology Spectra 93%
- The causal role of male pubertal timing for the development of externalizing and internalizing traits: results from Mendelian randomization studies 92%
Similar papers in this journal
- Genomic Influences on Self-Reported Childhood Maltreatment 94%
- Differential and spatial expression meta-analysis of genes identified in genome-wide association studies of depression 94%
- Are psychiatric disorders risk factors for COVID-19 susceptibility and severity? a two-sample, bidirectional, univariable and multivariable Mendelian Randomization study 93%
Similar papers in this journal
- Genetic predisposition to psychiatric disorders and risk of COVID-19 93%
- The effect of maternal BMI, smoking and alcohol on congenital heart diseases: a Mendelian randomization study 92%
- Frailty in individuals with depression, bipolar disorder and anxiety disorders: longitudinal analyses of all-cause mortality 91%
Similar papers in this journal
- The intergenerational effects of parental physical activity on offspring brain and neurocognition in humans: a scoping review 91%
- Increased atherogenicity in mood disorders: a systematic review, meta-analysis and meta-regression 90%
- Psychological Distress and Metabolomic Markers: A Systematic Review 90%
Similar papers in this journal
- The associations of child screen time with psychiatric problems: the role of genetic confounding 92%
- Effects of exercise on brain health outcomes in children with overweight/obesity: the ActiveBrains randomized controlled trial 90%
- Prenatal Exposure to Early Life Adversity and Neonatal Brain Volumes at Birth 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.