A genome-wide association study in Sweden identified rare genetic variants near the SCAF11 and LRRC4C genes that may be linked to heart inflammation following COVID-19 mRNA vaccination. The findings shed light on potential biological pathways driving vaccine-associated myocarditis and pericarditis, particularly among younger individuals.