Elevated levels of MPO in the circulation are associated with inflammation and oxidative stress, and implicated in pathology including CVD, chronic kidney disease (CKD), myocardial ischaemia, stroke, and venous thrombosis (Correa et al. 2020). This evidence concerns the gene MPO and chronic kidney disease.