ArticleInternational journal of molecular sciences2023
C-Reactive Protein Levels and Risk of Cardiovascular Diseases: A Two-Sample Bidirectional Mendelian Randomization Study.
Article in International journal of molecular sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 83 papers, 4 of them syntheses that pooled it.
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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
83 citing papers in PubMed, 4 syntheses or guidelines pooled it, 99 citations in OpenAlex.
- The Effect of Kefir Consumption on Blood Pressure and C-Reactive Protein: A Systematic Review and Meta-Analysis of Randomised Controlled Trials.Endocrinology, diabetes & metabolism · 2025Pooled it
- Mendelian randomization and genetic analyses reveal causal roles of immune cells and inflammatory proteins in keratoconus.Scientific reports · 2025Pooled it
- Pooled it
- Effects of Metformin on CIMT and FMD in PCOS patients: a systematic review and meta-analysis.BMC women's health · 2024Pooled it
- Trial
- CRP at diagnosis in psoriatic arthritis: what it means and associations with long-term outcomes.Rheumatology (Oxford, England) · 2026Article
- Joint association of high-sensitivity C-reactive protein and cumulative atherogenic index of plasma with cardiovascular disease risk in CKM syndrome stages 0-3: a prospective cohort study.BMC cardiovascular disorders · 2026Article
- Inflammation at the Crossroads: Familial Mediterranean Fever and Cardiovascular Risk.Mediterranean journal of rheumatology · 2026Article
- Estimating causal effects of C-reactive protein on disease and health outcomes using multivariable Mendelian randomization adjusting for heritable confounding.International journal of epidemiology · 2026Article
- Association of inflammatory biomarkers with physical and cognitive frailty in a Spanish population of older adults.GeroScience · 2026Article
- The Relation Between the Aggregate Index of Systemic Inflammation and the Mortality Rate of Cardiovascular Disease in the Elderly Population.Anatolian journal of cardiology · 2026Article
- Residual inflammatory risk as a predictor of cardiometabolic multi-morbidity: results from three prospective cohorts.Journal of health, population, and nutrition · 2026Article
- The Neutrophil-Lymphocyte Ratio Is Associated with Cardiac Magnetic Resonance Imaging-Derived Myocardial Fibrosis.Journal of clinical medicine · 2026Article
- Article
- Association between the C-reactive protein-triglyceride-glucose index and coronary heart disease in metabolic dysfunction-associated steatotic liver disease patients: a cross-sectional study.Frontiers in endocrinology · 2026Article
- Integrated expression quantitative trait loci and Mendelian randomization analyses of the candidate genes and pathways identified for myocardial infarction.Frontiers in molecular biosciences · 2026Article
- Association between the C-reactive protein-albumin-lymphocyte index and cardiovascular incidence and mortality among patients with chronic kidney disease: a prospective study.Frontiers in immunology · 2026Article
- A study on the correlation between novel inflammatory indices and severity of coronary artery lesions in patients with stable coronary artery disease.Frontiers in cardiovascular medicine · 2026Article
- Association Between Neutrophil-Percentage-To-Albumin Ratio Level and Heart Failure in Hypertensive Population.International journal of hypertension · 2026Article
- C-reactive protein in cardiovascular disease: clinical associations, conformation-dependent biology, and therapeutic perspectives.Frontiers in immunology · 2026Review
23 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
Abstract
Elevated C-reactive protein (CRP) levels are an indicator of inflammation, a major risk factor for cardiovascular disease (CVD). However, this potential association in observational studies remains inconclusive. We performed a two-sample bidirectional Mendelian randomization (MR) study using publicly available GWAS summary statistics to evaluate the relationship between CRP and CVD. Instrumental variables (IVs) were carefully selected, and multiple approaches were used to make robust conclusions. Horizontal pleiotropy and heterogeneity were evaluated using the MR-Egger intercept and Cochran's Q-test. The strength of the IVs was determined using F-statistics. The causal effect of CRP on the risk of hypertensive heart disease (HHD) was statistically significant, but we did not observe a significant causal relationship between CRP and the risk of myocardial infarction, coronary artery disease, heart failure, or atherosclerosis. Our primary analyses, after performing outlier correction using MR-PRESSO and the Multivariable MR method, revealed that IVs that increased CRP levels also increased the HHD risk. However, after excluding outlier IVs identified using PhenoScanner, the initial MR results were altered, but the sensitivity analyses remained congruent with the results from the primary analyses. We found no evidence of reverse causation between CVD and CRP. Our findings warrant updated MR studies to confirm the role of CRP as a clinical biomarker for HHD.
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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.