This outcome is consistent with MR studies in other disease contexts, where observational studies have shown significant associations between CRP and diseases like cancer, CVD, and non-alcoholic fatty liver disease, but the MR analysis failed to establish direct relationships [27,28,29]. This evidence concerns the gene CRP and metabolic dysfunction-associated steatotic liver disease.