ArticleNutrients2022
Genetic Causal Association between Iron Status and Osteoarthritis: A Two-Sample Mendelian Randomization.
Article in Nutrients, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 103 papers, 4 of them syntheses that pooled it.
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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
103 citing papers in PubMed, 4 syntheses or guidelines pooled it, 161 citations in OpenAlex.
- Using Mendelian randomization analyses in osteoarthritis: state of art and future perspectives.Annals of medicine · 2025Pooled it
- Unraveling the Controversy: The Causal Link Between Osteoarthritis and Alzheimer's Disease.Brain and behavior · 2025Pooled it
- Spleen volume in relation to ulcerative colitis and Crohn's disease: a Mendelian randomization study.Scientific reports · 2025Pooled it
- Casual effect of ulcerative colitis on chronic heart failure: results from a bidirectional Mendelian randomization study.BMC gastroenterology · 2025Pooled it
- Identification and expression validation of key genes of Xiaozhengtongluo formula in the treatment of diabetic nephropathy by Mendelian randomization.Functional & integrative genomics · 2026Article
- Identification of Centrosome Duplication-Related Biomarkers in Hypertrophic Cardiomyopathy Through Integrative Multi-Omics, Single-Cell Transcriptomics, and Experimental Validation.Journal of the American Heart Association · 2026Article
- Targeting Osteoporosis-Osteoarthritis Comorbidity: Multi-Omics Identification of SON and Exploration of Therapeutic Agents.International journal of molecular sciences · 2026Article
- An exploratory Mendelian randomization study on the genetically predicted effects of circulating blood cells on osteoarthritis risk.Clinics (Sao Paulo, Brazil) · 2026Article
- Efficacy and Safety of Platelet-Rich Plasma in Knee Osteoarthritis: Umbrella Meta-Analysis Based on Clinical Evidence, Methodological Quality and Therapeutic Positioning.Clinics and practice · 2026Review
- Recognition and confirmation of key genes associated with nicotinamide metabolism in acute myocardial infarction.Hereditas · 2026Article
- Causal relationship between serum creatinine levels and bone mineral density: A Mendelian randomization study.Medicine · 2026Article
- Causal Effects of Lifestyle and Dietary Factors on Rheumatoid Arthritis: An Integrated Analysis Combining Mendelian Randomization, Machine Learning, and Evaluation of Burden Dynamics and Health Inequality.Food science & nutrition · 2026Article
- Investigating the causal impact of gut microbiota on periodontitis based on Mendelian randomization, bulk transcriptomics, and single-cell transcriptomics.Frontiers in cell and developmental biology · 2026Article
- Shared Treg dysregulation underlies psoriasis vulgaris and atopic dermatitis through the PHF19-PRC2 epigenetic axis.Frontiers in immunology · 2026Article
- Identification and experimental validation of prognostic genes associated with dietary restriction-related signatures in bladder cancer.Frontiers in immunology · 2026Article
- Circulating Essential Trace Element and Mineral Levels in Female Patients with Knee or Concomitant Knee and Hip Osteoarthritis.Biological trace element research · 2026Article
- Mendelian Randomization and Single-Cell RNA Sequencing Reveal CKAP4 and PFDN5 as Tumor Cell-Specific Causal Genes for Glioblastoma.International journal of general medicine · 2026Article
- Exploring the gut microbiota-microbial metabolites-targets regulatory network in metabolic dysfunction-associated steatotic liver disease.Frontiers in molecular biosciences · 2026Article
- Integrated Multiomics Analysis Identifies CDO1 as a Novel Therapeutic Target for OsteoarthritisEndocrine, metabolic & immune disorders drug targets · 2026Article
- CD14+ Monocytes Will Become a New Target for the Treatment of Osteoporosis: Based on Mendel Randomization, Clinical Analysis and Cell Experiment Verification.Journal of cellular and molecular medicine · 2026Article
43 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 2 institutions in 1 country.
Funding
Abstract
Objective: Observational studies have shown the association between iron status and osteoarthritis (OA). However, due to difficulties of determining sequential temporality, their causal association is still elusive. Based on the summary data of genome-wide association studies (GWASs) of a large-scale population, this study explored the genetic causal association between iron status and OA. Methods: First, we took a series of quality control steps to select eligible instrumental SNPs which were strongly associated with exposure. The genetic causal association between iron status and OA was analyzed using the two-sample Mendelian randomization (MR). Inverse-variance weighted (IVW), MR-Egger, weighted median, simple mode, and weighted mode methods were used for analysis. The results were mainly based on IVW (random effects), followed by sensitivity analysis. IVW and MR-Egger were used for heterogeneity testing. MR-Egger was also used for pleiotropy testing. Leave-one-SNP-out analysis was used to identify single nucleotide polymorphisms (SNPs) with potential impact. Maximum likelihood, penalized weighted median, and IVW (fixed effects) were performed to further validate the reliability of results. Results: IVW results showed that transferrin saturation had a positive causal association with knee osteoarthritis (KOA), hip osteoarthritis (HOA) and KOA or HOA (p < 0.05, OR > 1), and there was a negative causal association between transferrin and HOA and KOA or HOA (p < 0.05, OR < 1). The results of heterogeneity test showed that our IVW analysis results were basically free of heterogeneity (p > 0.05). The results of the pleiotropy test showed that there was no pleiotropy in our IVW analysis (p > 0.05). The analysis results of maximum likelihood, penalized weighted median and IVW (fixed effects) were consistent with our IVW results. No genetic causal association was found between serum iron and ferritin and OA. Conclusions: This study provides evidence of the causal association between iron status and OA, which provides novel insights to the genetic research of OA.
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