ArticleInternational journal of epidemiology2022
Assessment of causal effects of visceral adipose tissue on risk of cancers: a Mendelian randomization study.
Article in International journal of epidemiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 57 citations in OpenAlex.
- Computed Tomography-Defined Fat Composition as a Prognostic Marker in Gastric Adenocarcinoma: A Systematic Review and Meta-Analysis.Digestive diseases (Basel, Switzerland) · 2023Pooled it
- Intrapancreatic Fat and Risk of Pancreatic Ductal Adenocarcinoma-Pathophysiology, Clinical Implications, and Future Directions.International journal of molecular sciences · 2026Review
- PCSK9 inhibitors do not increase cognitive risk.Biology direct · 2026Article
- Obesity-derived metabolites modulate anti-tumor immunity in the tumor microenvironment: from mechanisms to clinical applications.BMC medicine · 2026Review
- A Risk Factor Atlas for Allergy-Related Airway Diseases: Evidence From Multi-Biobank Genetic Study.Allergy, asthma & immunology research · 2026Article
- Helicobacter pylori infection is causally associated with extra-gastric tumors: a Mendelian randomization study.Discover oncology · 2026Article
- A nomogram model based on CT-assessed body composition parameters for predicting postoperative recurrence in advanced gastric cancer.Abdominal radiology (New York) · 2026Article
- Changes of bone, adipose, and muscle-related body compositions in gastric cancers after gastrectomy using deep learning based automatic segmentation.BMC gastroenterology · 2025Article
- Association between depression and asthma: insight from observational and genetic evidence.BMC psychiatry · 2025Observational
- Multimodal Deep Learning Integrating Tumor Radiomics and Mediastinal Adiposity Improves Survival Prediction in Non-Small Cell Lung Cancer: A Prognostic Modeling Study.Cancer medicine · 2025Article
- Inhibition of fatty acid binding protein suppresses pancreatic cancer progression and metastasis.Scientific reports · 2025Article
- Article
- Genetically proxied risk and protective factors for pancreatic cancer: a systematic review and meta-analysis of Mendelian randomization studies.Journal of gastrointestinal oncology · 2025Article
- The association between adiposity indices and the odds of breast cancer based on findings from a case control study.Scientific reports · 2025Article
- Low-Carbohydrate (Ketogenic) Diet in Children with Obesity: Part 1-Diet Impact on Anthropometric Indicators and Indicators of Metabolic Syndrome and Insulin Resistance.Diseases (Basel, Switzerland) · 2025Article
- Exploring the Relationship Between Sporadic Creutzfeldt-Jakob Disease and Gut Microbiota Through a Mendelian Randomization Study.Molecular neurobiology · 2025Article
- Genetic Biomarkers and Circulating White Blood Cells in Osteoarthritis: A Bioinformatics and Mendelian Randomization Analysis.Biomedicines · 2025Article
- The Causal Effects Between Circulating Inflammatory Proteins and Osteoarthritis: A Mendelian Randomization and Transcriptomic Analysis.Journal of pain research · 2025Article
- TEX10: A Novel Drug Target and Potential Therapeutic Direction for Sleep Apnea Syndrome.Nature and science of sleep · 2025Article
- Association of visceral obesity indicators with prostate cancer: a cross-sectional study from Xinjiang.Frontiers in oncology · 2025Article
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundDespite the established association between obesity and cancer risk, it remains unclear whether visceral obesity is causally related to cancer risk and whether it is more pro-oncogenic than total body fat.
methodsWe conducted two-sample Mendelian randomization (MR) analysis to assess the causal effects of visceral adipose tissue (VAT) on six common cancers. For exposure data, 221 genetic variants associated with the predicted volume of VAT in 325 153 Europeans from UK Biobank were used as instrumental variables. Genetic association data of six common cancers (breast, lung, colorectal, ovarian, pancreatic and prostate cancers) were obtained from large-scale consortia with an average of 19 576 cases and 43 272 controls. We performed univariable MR with five MR methods [inverse-variance weighted (IVW), MR-Egger regression, weighted median, MR-Pleiotropy Residual Sum and Outlier (MR-PRESSO) and Radial MR] and multivariable MR to estimate the effect of VAT independent of body mass index (BMI). Finally, we performed a series of sensitivity analyses as validation of primary MR results.
resultsTwo associations survived the false discovery rate correction for multiple testing (q-value < 0.05): in IVW, the odds ratios (95% CIs) per unit increase in genetically determined VAT were 1.65 (1.03 to 2.62) for pancreatic cancer and 1.47 (1.20 to 1.82) for lung squamous-cell carcinoma, respectively, which showed the same directions and overlapped confidence intervals with MR-Egger regression and weighted median results. There were no outlier variants identified by MR-PRESSO and no evidence supporting the presence of heterogeneity and pleiotropy in sensitivity analyses, although with wider confidence intervals that included the null, multivariable MR results for these two cancers showed the same directions and similar effect sizes as in IVW, which were independent of the effect from BMI. There was no evidence for a causal effect of VAT on the risk of other types of cancer.
conclusionOur findings suggest that lifelong exposure to elevated volumes of VAT might increase the risk of pancreatic cancer and lung squamous-cell carcinoma, highlighting the importance of revealing the underlying mechanisms for intervention targets.
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