Observational studyPLoS medicine2019
Associations of genetically determined iron status across the phenome: A mendelian randomization study.
Observational study in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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
35 citing papers in PubMed, 3 syntheses or guidelines pooled it, 66 citations in OpenAlex.
- Novel loci and biomedical consequences of iron homoeostasis variation.Communications biology · 2024Pooled it
- Iron Status and Risk of Heart Disease, Stroke, and Diabetes: A Mendelian Randomization Study in European Adults.Journal of the American Heart Association · 2024Pooled it
- Genome-wide meta-analysis of iron status biomarkers and the effect of iron on all-cause mortality in HUNT.Communications biology · 2022Pooled it
- Integrating genetic data with biological insight: A practical guide to cis-Mendelian randomization.American journal of human genetics · 2026Review
- Vitamin A, Vitamin D, Iron, and Zinc in Relation to Anemia Risk: Observational Evidence and Mendelian Randomization.Nutrients · 2025Observational
- Exploring beyond diagnoses in electronic health records to improve discovery: a review of the phenome-wide association study.JAMIA open · 2025Review
- Genetic Markers of Postmortem Brain Iron.Journal of neurochemistry · 2025Article
- Twenty-Five Years of Evolution and Hurdles in Electronic Health Records and Interoperability in Medical Research: Comprehensive Review.Journal of medical Internet research · 2025Review
- Associations Between Genetically Predicted Iron Status and Cardiovascular Disease Risk: A Mendelian Randomization Study.Journal of the American Heart Association · 2024Article
- Phenotypic Associations With the HMOX1 GT(n) Repeat in European Populations.American journal of epidemiology · 2024Article
- Remnant cholesterol, iron status and diabetes mellitus: a dose-response relationship and mediation analysis.Diabetology & metabolic syndrome · 2024Article
- Associations between genetically predicted iron status and cardiovascular disease risk: A Mendelian randomization study.medRxiv : the preprint server for health sciences · 2024Article
- Investigating the role of iron status in the development of coeliac disease: a Mendelian randomisation study.BMJ open gastroenterology · 2024Article
- Association between serum iron status and the risk of five bone and joint-related diseases: a Mendelian randomization analysis.Frontiers in endocrinology · 2024Article
- An atlas of associations between 14 micronutrients and 22 cancer outcomes: Mendelian randomization analyses.BMC medicine · 2023Article
- Iron, glucose and fat metabolism and obesity: an intertwined relationship.International journal of obesity (2005) · 2023Review
- Risk Effects of rs1799945 Polymorphism of theInternational journal of molecular sciences · 2023Article
- Sex-Specific Features of the Correlation between GWAS-Noticeable Polymorphisms and Hypertension in Europeans of Russia.International journal of molecular sciences · 2023Article
- Circulating levels of micronutrients and risk of infections: a Mendelian randomization study.BMC medicine · 2023Article
- An observational and Mendelian randomisation study on iron status and sepsis.Scientific reports · 2023Article
Corrections and comments
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Authors and funding
14 authors at 7 institutions in 3 countries.
Funding
Abstract
backgroundIron is integral to many physiological processes, and variations in its levels, even within the normal range, can have implications for health. The objective of this study was to explore the broad clinical effects of varying iron status. METHODS AND
findingsGenome-wide association study (GWAS) summary data obtained from 48,972 European individuals (55% female) across 19 cohorts in the Genetics of Iron Status Consortium were used to identify 3 genetic variants (rs1800562 and rs1799945 in the hemochromatosis gene [HFE] and rs855791 in the transmembrane protease serine 6 gene [TMPRSS6]) that associate with increased serum iron, ferritin, and transferrin saturation and decreased transferrin levels, thus serving as instruments for systemic iron status. Phenome-wide association study (PheWAS) of these instruments was performed on 424,439 European individuals (54% female) in the UK Biobank who were aged 40-69 years when recruited from 2006 to 2010, with their genetic data linked to Hospital Episode Statistics (HES) from April, 1995 to March, 2016. Two-sample summary data mendelian randomization (MR) analysis was performed to investigate the effect of varying iron status on outcomes across the human phenome. MR-PheWAS analysis for the 3 iron status genetic instruments was performed separately and then pooled by meta-analysis. Correction was made for testing of multiple correlated phenotypes using a 5% false discovery rate (FDR) threshold. Heterogeneity between MR estimates for different instruments was used to indicate possible bias due to effects of the genetic variants through pathways unrelated to iron status. There were 904 distinct phenotypes included in the MR-PheWAS analyses. After correcting for multiple testing, the 3 genetic instruments for systemic iron status demonstrated consistent evidence of a causal effect of higher iron status on decreasing risk of traits related to anemia (iron deficiency anemia: odds ratio [OR] scaled to a standard deviation [SD] increase in genetically determined serum iron levels 0.72, 95% confidence interval [CI] 0.64-0.81, P = 4 × 10-8) and hypercholesterolemia (hypercholesterolemia: OR 0.88, 95% CI 0.83-0.93, P = 2 × 10-5) and increasing risk of traits related to infection of the skin and related structures (cellulitis and abscess of the leg: OR 1.25, 95% CI 1.10-1.42, P = 6 × 10-4). The main limitations of this study relate to possible bias from pleiotropic effects of the considered genetic variants and misclassification of diagnoses in the HES data. Furthermore, this work only investigated participants with European ancestry, and the findings may not be applicable to other ethnic groups.
conclusionsOur findings offer novel, to our knowledge, insight into previously unreported effects of iron status, highlighting a potential protective effect of higher iron status on hypercholesterolemia and a detrimental role on risk of skin and skin structure infections. Given the modifiable and variable nature of iron status, these findings warrant further investigation.
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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.