Objective. Although coronavirus disease 2019 (COVID-19) typically presents as a respiratory illness, co-existent cardiovascular symptomatology associated with an elevated serum troponin level has been identified as a risk factor for adverse outcomes. Our study addressed the need to correlate serum cardiovascular biomarkers with tissue pathology based on autopsy. Materials and Methods. In 13 patients, we reviewed the clinical history and measurements of serum troponin and other biomarkers and correlated them with autopsy findings. Results. At autopsy, the 13 COVID-19 patients exhibited evidence of diffuse alveolar damage (DAD) and cardiomegaly (heart weights ranged from 380 to 1170 grams). Of the 13 patients, three had elevated troponin I and evidence of severe coronary artery disease (CAD) (cases 4, 5, and 11), while six had elevated troponin I without evidence of severe CAD (cases 1, 3, 6, 7, 8, and 9), and four had no clinical or pathological evidence of CAD. Of note, cases 7 and 9 had significantly elevated troponin I levels (8.84 ng/mL and 4.94 ng/mL, respectively). Several cases showed focal degenerative change or damage of cardiomyocytes. However, none of the cases had evidence of lymphocytic myocarditis. Conclusion. Although we observed elevated biomarkers of heart failure in some cases, it was not a consistent finding and did not correlate with evidence of myocarditis. The elevated biomarkers may reflect non-ischemic heart damage as a consequence of COVID-19 infection.