ALB and bone metastasis: The findings demonstrated that the presence of BMM significantly shortened median survival and that certain variables were significant risk factors for BMM development, including male gender, elevated LDH levels, low hemoglobin and albumin levels, increased inflammatory indices (LAR, PLR, and SII), and concomitant bone metastasis.