ArticleJournal of geriatric cardiology : JGC2022
Assessment of causal direction between thyroid function and cardiometabolic health: a Mendelian randomization study.
Article in Journal of geriatric cardiology : JGC, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Appraising the Causal Role of Risk Factors in Coronary Artery Disease and Stroke: A Systematic Review of Mendelian Randomization Studies.Journal of the American Heart Association · 2023Pooled it
- Genetics of Thyroid Function: Relevance for Biology and Disease Management.The Journal of clinical endocrinology and metabolism · 2025Review
- From Hypothyroidism to Coronary Heart Disease: Unraveling the Lipid Profile Link: A Mendelian Randomization Study.Journal of the Endocrine Society · 2025Article
- Hypothyroidism: playing the cardiometabolic risk concerto.Thyroid research · 2025Review
- Application of Mendelian randomization in thyroid diseases: a review.Frontiers in endocrinology · 2024Review
- The genetic association between hyperthyroidism and heart failure: a Mendelian randomization study.Frontiers in endocrinology · 2024Article
- Cardiometabolic-related dietary patterns and thyroid function: a population-based cross-sectional study.European journal of medical research · 2023Article
- Selenium and Selenoproteins at the Intersection of Type 2 Diabetes and Thyroid Pathophysiology.Antioxidants (Basel, Switzerland) · 2022Review
Corrections and comments
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Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGrowing evidence have demonstrated that thyroid hormones have been involved in the processes of cardiovascular metabolism. However, the causal relationship of thyroid function and cardiometabolic health remains partly unknown.
methodsThe Mendelian randomization (MR) was used to test genetic, potentially causal relationships between instrumental variables and cardiometabolic traits. Genetic variants of free thyroxine (FT4) and thyrotropin (TSH) levels within the reference range were used as instrumental variables. Data for genetic associations with cardiometabolic diseases were acquired from the genome-wide association studies of the FinnGen, CARDIoGRAM and CARDIoGRAMplusC4D, CHARGE, and MEGASTROKE. This study was conducted using summary statistic data from large, previously described cohorts. Association between thyroid function and essential hypertension (EHTN), secondary hypertension (SHTN), hyperlipidemia (HPL), type 2 diabetes mellitus (T2DM), ischemic heart disease (IHD), myocardial infarction (MI), heart failure (HF), pulmonary heart disease (PHD), stroke, and non-rheumatic valve disease (NRVD) were examined.
resultsGenetically predicted FT4 levels were associated with SHTN (odds ratio = 0.48; 95% CI = 0.04-0.82,
conclusionsOur study suggests FT4 and TSH are associated with cardiometabolic diseases, underscoring the importance of the pituitary-thyroid-cardiac axis in cardiometabolic health susceptibility.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.