However, MR studies failed to support the causal association of CRP with many cardiovascular diseases (Elliott et al., 2009; C Reactive Protein Coronary Heart Disease Genetics Collaboration (CCGC), 2011; Georgakis et al., 2020; Wang et al., 2021). This evidence concerns the gene CRP and cardiovascular disorder.