TNF-alpha was elevated at the final day 78 sample collection time-point which appeared to be unrelated to COVID-19 or any respiratory illness and was due to an acute exacerbation of the subject’s heart failure with hypotension that required dobutamine and norepinephrine administration during the third hospitalization. This evidence concerns the gene TNF and heart failure.