Our results suggested a significant positive association between CRP and HF, with causal estimation ranging from 2.98 to 4.57 OR in various Mendelian randomization methods Alternatively, a 1 unit increase in genetically predicted CRP levels was linked to an increased risk of heart failure.Sensitivity analyses were conducted to ensure the accuracy of the findings. This evidence concerns the gene CRP and heart failure.