Several subpopulations of fibroblasts such as fibroblast-THBS4, fibroblast-FN1, fibroblast-POSTN were also found in human heart increasing with heart failure (Fig. 7 G; Additional file 1: Figure S13D), which is consistent with our results in mice. This evidence concerns the gene THBS4 and heart failure.