ArticleBMC medicine2023
Body mass index and inflammation in depression and treatment-resistant depression: a Mendelian randomisation study.
Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed, 50 citations in OpenAlex.
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- Analysis of factors influencing anxiety and depression disorders among hospitalized patients.Frontiers in psychiatry · 2026Article
- Linking inflammatory and structural neuroimaging biomarkers in treatment-resistant depression: Current evidence and emerging hypotheses.Neuroscience applied · 2026Review
- Electroacupuncture alleviates comorbid obesity and depression via the gut-brain axis: orchestrating SCFA-producing bacteria and hippocampal synaptic plasticity.Frontiers in microbiology · 2026Article
- Adiposity and the first-onset of diagnosed mental illnesses: a population-based cohort study of 10 million UK adults.BMC medicine · 2025Article
- Depression Among Individuals with Irritable Bowel Syndrome: A Nationwide Claims-Based Analysis of 3.9 Million Koreans.Healthcare (Basel, Switzerland) · 2025Article
- Investigating the visceral adiposity-major depressive disorder link: a cross-sectional NHANES 2011-2014 analysis and Mendelian randomization study.Eating and weight disorders : EWD · 2025Article
- Association of miR-17-92 rs9588884 gene polymorphism with cognitive impairment in depression.Molecular biology reports · 2025Article
- Acute REM sleep deprivation alleviated depression-like behavior mediated by inhibiting VIP neurons in the mPFC.Science advances · 2025Article
- Association among obesity, insulin resistance, and depressive symptoms: a mediation analysis.BMC psychiatry · 2025Article
- Application of Optogenetic Neuromodulation in Regulating Depression.Current medical science · 2025Review
- [Mechanisms of action of antidepressive pharmacotherapy: brain and mind-body and environment].Der Nervenarzt · 2025Review
- Genetic Polymorphisms and Gene-Environment Interactions in Persistent Post-Stroke Depression.Neuropsychiatric disease and treatment · 2025Article
- The Role of Depression in Linking Sleep Quality and Life Quality in OSAHS Patients.International journal of general medicine · 2025Article
- Bilateral oophorectomy amplifies depression risk following hysterectomy NHANES 2006-2017.Scientific reports · 2024Article
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
backgroundMajor depressive disorder (MDD) has a significant impact on global burden of disease. Complications in clinical management can occur when response to pharmacological modalities is considered inadequate and symptoms persist (treatment-resistant depression (TRD)). We aim to investigate inflammation, proxied by C-reactive protein (CRP) levels, and body mass index (BMI) as putative causal risk factors for depression and subsequent treatment resistance, leveraging genetic information to avoid confounding via Mendelian randomisation (MR).
methodsWe used the European UK Biobank subcohort ([Formula: see text]), the mental health questionnaire (MHQ) and clinical records. For treatment resistance, a previously curated phenotype based on general practitioner (GP) records and prescription data was employed. We applied univariable and multivariable MR models to genetically predict the exposures and assess their causal contribution to a range of depression outcomes. We used a range of univariable, multivariable and mediation MR models techniques to address our research question with maximum rigour. In addition, we developed a novel statistical procedure to apply pleiotropy-robust multivariable MR to one sample data and employed a Bayesian bootstrap procedure to accurately quantify estimate uncertainty in mediation analysis which outperforms standard approaches in sparse binary outcomes. Given the flexibility of the one-sample design, we evaluated age and sex as moderators of the effects.
resultsIn univariable MR models, genetically predicted BMI was positively associated with depression outcomes, including MDD ([Formula: see text] ([Formula: see text] CI): 0.133(0.072, 0.205)) and TRD (0.347(0.002, 0.682)), with a larger magnitude in females and with age acting as a moderator of the effect of BMI on severity of depression (0.22(0.050, 0.389)). Multivariable MR analyses suggested an independent causal effect of BMI on TRD not through CRP (0.395(0.004, 0.732)). Our mediation analyses suggested that the effect of CRP on severity of depression was partly mediated by BMI. Individuals with TRD ([Formula: see text]) observationally had higher CRP and BMI compared with individuals with MDD alone and healthy controls. DISCUSSION: Our work supports the assertion that BMI exerts a causal effect on a range of clinical and questionnaire-based depression phenotypes, with the effect being stronger in females and in younger individuals. We show that this effect is independent of inflammation proxied by CRP levels as the effects of CRP do not persist when jointly estimated with BMI. This is consistent with previous evidence suggesting that overweight contributed to depression even in the absence of any metabolic consequences. It appears that BMI exerts an effect on TRD that persists when we account for BMI influencing MDD.
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