Patients with normal hemoglobin during chemoradiotherapy achieved better tumor response, less local recurrence, and improved overall survival compared with anemic patients, independent of radiologic T stage. Correcting anemia before chemoradiotherapy might improve tumor response and oncologic outcomes.