BackgroundDespite the large patient base in Asia, the prognostic factors of patients with non-eosinophilic chronic rhinosinusitis with nasal polyps (CRSwNPs) remain largely undetermined. ObjectiveTo systematically investigate the predictive value of clinical and biological variables for non-eosinophilic CRSwNP. MethodsA total of 51 patients with non-eosinophilic CRSwNP who underwent functional endoscopic surgery were recruited. Clinical information and assessment were comprehensively collected before and after surgery. A broad spectrum of biomarkers was measured in tissue homogenates using multiple assays. A random forest algorithm and stepwise logistic regression were used to construct clinical, biological, and combined models. ResultsA total of 41.2% patients with non-eosinophilic CRSwNP were uncontrolled more than 6 months after surgery. We identified 1 clinical variable (22-item Sino-Nasal Outcome Test score) and 4 biomarkers (programmed cell death ligand 1, platelet-derived growth factor subunit β [PDGF-β], macrophage inflammatory protein-3b, and PDGF-α) that were significantly predictive of the surgical outcome. The clinical, biological, and combined models had predictive ability with areas under the curve of 0.78, 0.83, and 0.89, respectively. PDGF-β and programmed cell death ligand 1 were identified as independent biomarkers for the prognosis of patients with CRSwNP without considerable eosinophilic infiltration. ConclusionThis study reveals that clinical and biological factors, such as the 22-item Sino-Nasal Outcome Test score and PDGF-β, are predictive of the postfunctional endoscopic surgical prognosis of patients with non-eosinophilic CRSwNP.