Further evaluation of AQP1 as a noninvasive kidney cancer biomarker should include larger cohorts, more quantitative measurements, and statistical analyses of not just clear cell and papillary RCCs but all renal masses, benign and malignant. The gene discussed is AQP1; the disease is kidney cancer.