Specifically, this phase II trial intends to determine whether 6 cycles of neoadjuvant FOLFOX with concurrent LDFRT followed by comprehensive restaging and TME achieves favorable outcomes for patients with T3N0M0, T3N1M0, or T2N1M0 rectal cancer. As mentioned above, the current standard of care for all locally advanced rectal cancer patients includes radiosensitizing 5-FU and concurrent whole pelvic RT to 5040 Gy in 180 Gy once daily fractions. Per the proposed protocol, T3N0M0, T3N1M0, or T2N1M0 rectal cancer patients who are eligible to undergo a low anterior resection would receive whole pelvic RT to 960 cGy in 40 cGy fractions delivered twice daily on days 1-2 of each cycle of FOLFOX chemotherapy for a total of 6 cycles.