Consistent with above data, cluster 1 (subtypes with high expression of extracellular matrix protein including DDR2, THBS4, FN1, POSTN) at heart failure which involved in ECM organization, extracellular structure organization (Fig. 8E, F). Here, DDR2 is linked to heart failure.