Tri-Methyl-Histone H3 (Lys27) is a modification of histone H3 involved in gene regulation and chromatin organization. It plays a crucial role in cell response to ionizing radiation and affects DNA damage repair, with altered levels being linked to decreased radiation sensitivity. Our hypothesis is that high levels of Tri-Methyl-Histone H3 (Lys27) in rectal tumors can predict response to neoadjuvant chemoradiation, and targeting SETD2, the histone methyltransferase responsible for adding the tri-methyl group to Lys27 of histone H3, may enhance radiosensitivity in rectal cancer cells. Biopsy samples from 25 patients with locally advanced rectal adenocarcinoma (Stage II-III) were obtained for analysis. Immunohistochemistry (IHC) was used to evaluate Tri-Methyl-Histone H3 (Lys27) expression levels in the tumor biopsies. The staining intensity was scored semi-quantitatively. Samples with 100% positive staining were grouped as "Tri-Methyl-High," and all others were grouped as "Tri-Methyl-Low." Fisher's exact test was used to analyze the data to determine the correlation between Tri-Methyl-Histone H3 (Lys27) levels and response to neoadjuvant chemoradiation. The primary endpoint was either a sustained clinical complete response (cCR) at one year or a pathological complete response (pCR). To further understand the role of Tri-Methyl-Histone H3 (Lys27) in response to ionizing radiation (IR), clonogenic assays, γH2aX foci staining, and western blot analysis of DNA damage response proteins and histones were performed on two established human rectal cancer cell lines following either RNA inhibition (RNAi) or drug targeting of SETD2. Twenty-five patients with rectal cancer had pre-treatment biopsies analyzed for Tri-Methyl-Histone H3 (Lys27) levels, 11 were classified as Tri-Methyl-High and 14 as Tri-Methyl-Low. The groups were well balanced in terms of age, sex, clinical T/N stage, and neoadjuvant treatment approach. The overall combined complete response (cCR/pCR) rate was 36%, while the rate for Tri-Methyl-High patients was 9% (1/11) compared to 57% (8/14) in Tri-Methyl-Low patients (p = 0.03). After treating two colorectal cancer cell lines (SW837 and HCT116) with IR (5 Gy) in vitro, Tri-Methyl-Histone H3 (Lys27) levels increased 3-fold. SETD2 RNAi reduced Tri-Methyl-Histone H3 (Lys27) and increased cell death when combined with IR. In vitro treatment with a novel SETD2 inhibitor, EZM0414, led to a 2-fold increase in DNA damage following IR (5 Gy) as measured by γH2aX foci staining. EZM0414 treatment showed a 37% improvement in the dose enhancement ratio. Our study uncovers a new biomarker, Tri-Methyl-Histone H3 (Lys27), that could be used to predict response to neoadjuvant chemoradiation in rectal cancer patients. Our preclinical data indicates that targeting SETD2 to reduce Tri-Methyl-Histone H3 (Lys27) mediated DNA repair could improve the efficacy of radiation therapy for rectal cancer patients.