Consistently, collagen type 1, alpha 1, recently identified as a marker in human heart failure progression related to tissue fibrosis (Hua et al., 2020) and encoded by the gene Col1a1, was not differentially expressed in Fgf23fl/fl/cre+ mice compared to age-matched controls (Supplementary Figure S1F). Here, COL1A1 is linked to heart failure.