In univariate Cox model, male gender, systolic blood pressure, diastolic blood pressure, eGFR, each marker of microvascular disease, history of PAD, TNFR1 and ANGPLT2 concentrations were significantly associated with an increased risk of minor amputation. Here, TNFRSF1A is linked to peripheral arterial disease.