CTSD and heart failure: In addition, recent microarray gene expression data of peripheral blood mononuclear cells and single-cell RNA sequencing data of cardiac macrophages have associated the upregulation of CTSD expression with a higher risk of developing a heart failure event within 6 months after suffering an acute myocardial infarction [38].