Background and PurposeStroke-associated pneumonia (SAP) often increases high hospital mortality, prolongs length of hospital stay, and has considerable economic impact on healthcare costs. We aimed to explore independent predictors of SAP in acute anterior large artery occlusion patients who treated with endovascular treatment (EVT). MethodsConsecutive patients with acute anterior large artery occlusion stroke who underwent EVT from the Nanjing Stroke Registry from January 2019 to January 2020 were identified retrospectively. Patients were divided into SAP group and Non-SAP group. In the univariate analysis, variables including demographics, clinical factors, labs, and EVT features were compared between the two groups. Then a multivariable logistic regression analysis was conducted to determine independent predictors of SAP. ResultsOne hundred and twelve patients were enrolled. Patients with SAP, compared to those without SAP, had lower modified treatment in cerebral infarction (mTICI) score 2b-3 rate (54.8% vs 85.2%; P = 0.001), higher asymptomatic intracerebral hemorrhage rate (48.4% vs 28.4%; P = 0.046), lower modified Rankin Scale (mRS) score 0–2 rate at 90days rate (9.7% vs 60.5%; P < 0.001), and higher mortality at 90days (38.7% vs 11.1%; P = 0.001). The independent predictors of SAP were dysphagia (Unadjusted Odds ratio[OR] 6.49, 95% Confidence interval[CI] 2.49–16.92; P = 0.02; Adjusted OR 3.59, 95% CI 1.19–10.83; P = 0.02), neutrophil-lymphocyte ratio (Unadjusted OR 1.19, 95% CI 1.1–1.3; P = 0.001; Adjusted OR 1.15, 95% CI 1.06–1.25; P = 0.001), and mTICI 2b-3 (Unadjusted OR 0.21, 95% CI 0.08–0.54; P = 0.001; Adjusted OR 0.3, 95% CI 0.1–0.92; P = 0.04). ConclusionDysphagia, higher neutrophil-lymphocyte ratio, and failed recanalization were associated with SAP in acute ischemic stroke patients underwent endovascular therapy. Identification and prevention of SAP was necessary and important.