Cheese consumption and risk of diabetic retinopathies: A Mendelian Randomization study
Lin, Z.; Hu, D.; jiang, j.
Show abstract
ObjectivesDiabetic retinopathy (DR) is the leading cause of visual loss in working-age adults worldwide. Cheese is a widely consumed dairy product, and cheese intake has various health benefiting effects. This study aimed to use Mendelian randomization (MR) to investigate the impact of cheese consumption on DR. MethodsThe genome-wide association study (GWAS) summary statistic generated from 451486 European descent was introduced to identify the valid instrumental variables (IVs) for cheese intake. As the outcomes, the GWAS data of three outcome traits (DR, proliferative diabetic retinopathy or PDR, diabetic maculopathy or DMP) were obtained from the FinnGen research project. Multivariable MR (MVMR) analysis was also conducted to determine whether the causal associations were affected by the common risk factors of DR, such as Body Mass Index, systolic blood pressure (SBP), triglycerides (TG), HDL cholesterol and hemoglobin A1c (HbA1c) levels. ResultsThe cheese consumption (per 1-SD increase) was found to be associated with a decreased risk of DR (OR=0.701, P =0.011), PDR (OR=0.671, P=0.020), and DMP (OR=0.357, P=0.001). The MVMR analyses demonstrated that the TG level did not affect the causal associations with the decreased risks of DR and PDR. The study on DMP proved that the causal relations were independent from the effect of SBP, TG, and HbA1c levels. ConclusionsGenetic evidence suggested that cheese consumption was causally associated with the decreased risk of DR. Given widespread cheese consumption, this could have significant implications for global health burdens from DR.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genome-wide Polygenic Risk Score for Type 2 Diabetes in Indian Population 93%
- A multi-omics study of circulating phospholipid markers of blood pressure 93%
- Identification of metabolomics biomarkers for type 2 diabetes: triangulating evidence from longitudinal and Mendelian randomization analyses 92%
Similar papers in this journal
- Metabolomic Risk Predictors of Diabetic Foot Complications: a longitudinal observational study 92%
- Covid-19 fatality prediction in people with diabetes and prediabetes using a simple score at hospital admission 91%
- Waist circumference thresholds predicting incident dysglycemia and type 2 diabetes in Black African men and women 91%
Similar papers in this journal
- Association of renal function with diabetic retinopathy and macular edema among patients with type 2 diabetes mellitus 93%
- Intraocular pressure, primary open-angle glaucoma and the risk of retinal vein occlusion: a Mendelian randomization mediation analysis 89%
- An Open-Source Dataset Of Anti-Vegf Therapy In Diabetic Macular Oedema Patients Over Four Years & Their Visual Outcomes 88%
Similar papers in this journal
Similar papers in this journal
- Association of METS-IR Index with Type 2 Diabetes: A Cross-sectional Analysis of National Health and Nutrition Examination Survey Data from 2009 to 2018 93%
- Prevalence of uncoupling protein one genetic polymorphisms and their relationship with cardiovascular and metabolic health 93%
- Relationship between serum bilirubin levels, urinary biopyrrin levels, and retinopathy in patients with diabetes 92%
"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.