To the best of our knowledge, no study thus far has investigated the association between ultra-processed food consumption and subclinical cardiovascular disease, which can be indicated by the elevation of certain cardiac biomarkers, namely high-sensitivity cardiac troponin I and T and NT-proBNP, in people who appear to be healthy but are at higher risk of clinical cardiovascular disease. Here, TNNI3 is linked to cardiovascular disorder.