This retrospective cohort study recruited 159 patients aged 20-80 years with diagnosed malignancies who had been hospitalized for hypercalcemia with PTHrP levels above the reference value (1.1 pmol/L). The gene discussed is PTHLH; the disease is hypercalcemia disease.