A Genetic Perspective on Diabetic Complications: A Mendelian Randomization Study on the Increased Risk of Cataracts in Type 1 Diabetes
Pei, D.; Wang, S.; Wang, Y.; Sun, C.
Show abstract
BackgroundThe well-documented epidemiological link between type 1 diabetes and cataract is recognized. Yet, the question of a shared genetic foundation for these conditions, and the potential implication of a causal connection, is still an area of uncertainty. MethodsWe utilized a two-sample Mendelian randomization approach to extract and analyze four GWAS datasets from public databases, aiming to elucidate the causal relationship between Type 1 Diabetes and cataracts. Our study design incorporated multiple Mendelian randomization methods to assess the influence of Type 1 Diabetes genetic risk on the susceptibility to cataracts, and employed the MR-PRESSO global test for the evaluation of horizontal heterogeneity among the results. ResultsMendelian Randomization analysis has indicated a statistically significant association between Type 1 Diabetes and an increased risk of cataract development. All applied Mendelian Randomization methods pointed to a positive causal estimate, suggesting that Type 1 Diabetes contributes to an elevated risk of cataracts. ConclusionThis study supports the hypothesis of a causal relationship between Type 1 Diabetes and cataracts. Despite some heterogeneity, all outcomes are positively aligned, and leave-one-out analysis confirms the robustness of these findings. This research is significant for understanding the process of cataract prevention and treatment in patients with Type 1 Diabetes.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Analysis of 200,000 exome-sequenced UK Biobank subjects illustrates the contribution of rare genetic variants to hyperlipidaemia 90%
- Validation of the BOADICEA Model in a Prospective Cohort of BRCA1/2 Pathogenic Variant Carriers 88%
- Functional annotation with expression validation identifies novel metastasis-relevant genes from post-GWAS risk loci in sporadic colorectal carcinomas 88%
Similar papers in this journal
- Subgroups of young type 2 diabetes in India reveal insulin deficiency as a major driver 94%
- Replication and cross-validation of T2D subtypes based on clinical variables: an IMI-RHAPSODY study 93%
- Birth weight, BMI in adulthood and latent autoimmune diabetes in adults: A Mendelian randomization study 93%
Similar papers in this journal
- L-type calcium channel blocker increases VEGF concentrations in retinal cells and human serum 92%
- 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 92%
- Anterior chamber depth in mice is controlled by several quantitative trait loci 92%
Similar papers in this journal
- Genome-wide Polygenic Risk Score for Type 2 Diabetes in Indian Population 94%
- Association of serum adiponectin and leptin levels with inner retinal thickness among individuals with or without elevated HbA1c 93%
- Identification of metabolomics biomarkers for type 2 diabetes: triangulating evidence from longitudinal and Mendelian randomization analyses 92%
Similar papers in this journal
- The Incidence of Immune Mediated Inflammatory Diseases Following COVID-19: a Matched Cohort Study in UK Primary Care 90%
- Maternal smoking during pregnancy and type 1 diabetes in the offspring: A nationwide register-based study with family-based designs 90%
- Immune Cell-Based Transcriptomic Mendelian Randomization and Colocalization Study on Type 1 Diabetes 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.