ArticleFrontiers in endocrinology2023
Assessment of the association between genetic factors regulating thyroid function and microvascular complications in diabetes: A two-sample Mendelian randomization study in the European population.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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13 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- Genetically mimicked effects of thyroid dysfunction on diabetic retinopathy risk: a 2-sample univariable and multivariable Mendelian randomization study.Frontiers in endocrinology · 2024Pooled it
- Hormonal metabolic burden in diabetic retinopathy: the diabetic retina as an endocrine-responsive target organ.Frontiers in endocrinology · 2026Review
- Genetics of Thyroid Function: Relevance for Biology and Disease Management.The Journal of clinical endocrinology and metabolism · 2025Review
- Mendelian Randomization Analysis Reveals No Causal Genetic Link Between Dentofacial Anomalies and Dental Caries.Oral health & preventive dentistry · 2025Article
- Causal Relationship Between Emotional Disorders and Thyroid Disorders: A Bidirectional Two-Sample Mendelian Randomization Study.Brain and behavior · 2025Article
- Association between free triiodothyronine and diabetic retinopathy: insights from a longitudinal cohort study and Mendelian randomization.Frontiers in endocrinology · 2025Article
- Association between sensitivity to thyroid hormone indices and type 2 diabetic microvascular complications in euthyroid patients.Scientific reports · 2024Article
- Thyroid Function, Diabetes, and Common Age-Related Eye Diseases: A Mendelian Randomization Study.Thyroid : official journal of the American Thyroid Association · 2024Article
- Thyroid Hormone Signaling in Retinal Development and Function: Implications for Diabetic Retinopathy and Age-Related Macular Degeneration.International journal of molecular sciences · 2024Review
- Mendelian randomization analysis reveals causal factors behind diabetic nephropathy: evidence, opportunities, and challenges.Frontiers in endocrinology · 2024Review
- Application of Mendelian randomization in thyroid diseases: a review.Frontiers in endocrinology · 2024Review
- Advancements in the Management of Endocrine System Disorders and Arrhythmias: A Comprehensive Narrative Review.Cureus · 2023Review
- Assessing Thyroid Function (FT4, FT3, and TSH) in Pediatric Renal Patients: A Focus on Sex and Age Subgroups.Nigerian medical journal : journal of the Nigeria Medical AssociationArticle
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Observational studies have identified a possible link between thyroid function and diabetic microangiopathy, specifically in diabetic kidney disease (DKD) and diabetic retinopathy (DR). However, it is unclear whether this association reflects a causal relationship. Objective: To assess the potential direct effect of thyroid characteristics on DKD and DR based on Mendelian randomization (MR). Methods: We conducted an MR study using genetic variants as an instrument associated with thyroid function to examine the causal effects on DKD and DR. The study included the analysis of 4 exposure factors associated with thyroid hormone regulation and 5 outcomes. Genomewide significant variants were used as instruments for standardized freethyroxine (FT4) and thyroid-stimulating hormone (TSH) levels within the reference range, standardized free triiodothyronine (FT3):FT4 ratio, and standardized thyroid peroxidase antibody (TPOAB) levels. The primary outcomes were DKD and DR events, and secondary outcomes were estimated glomerular filtration rate (eGFR), urinary albumin-to-creatinine ratio (ACR) in diabetes, and proliferative diabetic retinopathy (PDR). Satisfying the 3 MR core assumptions, the inverse-variance weighted technique was used as the primary analysis, and sensitivity analysis was performed using MR-Egger, weighted median, and MR pleiotropy residual sum and outlier techniques. Results: All outcome and exposure instruments were selected from publicly available GWAS data conducted in European populations. In inverse-variance weighted random-effects MR, gene-based TSH with in the reference range was associated with DKD (OR 1.44; 95%CI 1.04, 2.41; P = 0.033) and eGFR (β: -0.031; 95%CI: -0.063, -0.001; P = 0.047). Gene-based increased FT3:FT4 ratio, decreased FT4 with in the reference range were associated with increased ACR with inverse-variance weighted random-effects β of 0.178 (95%CI: 0.004, 0.353; P = 0.046) and -0.078 (95%CI: -0.142, -0.014; P = 0.017), respectively, and robust to tests of horizontal pleiotropy. However, all thyroid hormone instruments were not associated with DR and PDR at the genetic level. Conclusion: In diabetic patients, an elevated TSH within the reference range was linked to a greater risk of DKD and decreased eGFR. Similarly, decreased FT4 and an increased FT3:FT4 ratio within the reference range were associated with increased ACR in diabetic patients. However, gene-based thyroid hormones were not associated with DR, indicating a possible pathway involving the thyroid-islet-renal axis. However, larger population studies are needed to further validate this conclusion.
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