Wu et al. profile the secretome of cardiac endothelial cells exposed to endoplasmic reticulum (ER) stress during acute myocardial infarction and identify CRELD2 as an angiogenic growth factor supporting infarct repair. Here, CRELD2 is linked to myocardial infarction.