Notably, the activated fibroblasts in SysHF are enriched in POSTN and FAP which have been shown to expand following myocardial infarction and in chronic heart failure16,17, within cancer associated fibroblasts38, genetic cardiomyopathies21,22, and across fibrotic organs38. The gene discussed is FAP; the disease is cancer.