Histology plays a crucial role in cancer prognosis by providing detailed information about the tumor at the cellular level. The histopathological examination includes assessing the grade of the tumor, which indicates how much the cancer cells differ from normal cells. High-grade tumors are generally more aggressive and have a worse prognosis compared to low-grade tumors.