Although commonly elevated in maintenance hemodialysis (MHD) patients without apparent myocardial ischemia, the prognostic significance of serial high-sensitivity cardiac troponin I (hs-cTnI) changes remains underexplored. Here, TNNI3 is linked to myocardial ischemia.