Considering the different mechanisms of elevated ADA and LDH and the possible relationship between pleural effusion and systemic inflammatory responses, this study explored the diagnostic performance of multiple parameters obtained from routine blood and pleural effusion detection, both individually and jointly. The gene discussed is ADA; the disease is Pleural effusion.