While elevated CRP levels, low lymphocyte count, and reduced albumin levels were associated with pleural effusion, only lymphocyte count (cut-off < 0.605 109/L) remained an independent predictor in the multivariate analysis. The gene discussed is ALB; the disease is Pleural effusion.