To investigate the clinical efficacy and safety of albumin paclitaxel combined with intrapleural bevacizumab + lobaplatin for patients with non-squamous non-small cell lung cancer (NS-NSCLC) with malignant pleural effusion (MPE) and analyze prognostic factors. The gene discussed is ALB; the disease is non-small cell lung carcinoma.