From the elite athlete cohorts, we further identified thirty-six previously uncharacterized genes linked to host defence, leukocyte migration, and cellular responses to interferon-gamma, and four genes – UQCRFS1, PTPN6, RALY and ZMYM4 – associated with aging, neurological conditions, and blood disorders. This evidence concerns the gene ZMYM4 and hematologic disorder.