The role of MXRA7 (matrix-remodeling-associated protein 7) in potentially modulating RHR and cardiovascular disease is less known; but it has previously been associated with a cardiorespiratory fitness polygenic risk score(Cai et al. 2023). This evidence concerns the gene MXRA7 and cardiovascular disorder.