522 Background: Neutrophil-lymphocyte ratio has been shown to be a prognostic serum marker in some malignancies. We evaluated the association between preoperative neutrophil-lymphocyte ratio and baseline characteristics in patients with small renal masses. Methods: The charts of patients with renal masses ≤ 4 cm who underwent nephrectomy at Memorial Sloan-Kettering Cancer Center from January 2007 to July 2012 were reviewed retrospectively. Bivariable and multivariable analyses were used to examine the association between preoperative neutrophil-lymphocyte ratio (absolute neutrophil count/absolute lymphocyte count) and demographic and clinicopathologic variables. Results: Our cohort consisted of 1001 patients. Bivariable analysis showed significantly higher mean preoperative neutrophil-lymphocyte ratios in men (3.0 vs. 2.6 in women, p < 0.001) and Caucasians (2.9 vs. 1.9 in African-Americans, p < 0 .001), but no significant differences between patients with high (III−IV) or low (I−II) co-morbidity scores (2.9 vs. 2.8, p = 0.085) or between benign or malignant pathology (2.9 vs. 2.8, p = 0.972). Linear regression analysis showed a positive correlation between age and preoperative neutrophil-lymphocyte ratio (Pearson correlation coefficient (r) = 0.1268; p < 0.001), and a negative correlation between preoperative estimated glomerular filtration rate and preoperative neutrophil-lymphocyte ratio (r = -0.1246; p < 0.001). Multivariable analysis showed older age, male gender, and lower preoperative estimated glomerular filtration rate were associated with higher preoperative neutrophil-lymphocyte ratio. Conclusions: In patients with small renal masses, there is no evidence of an association between preoperative neutrophil-lymphocyte ratio and tumor pathology, but there is evidence it is affected by age, gender, and renal function.