170 - KRAS Variant-Specific Chemoradiation Response and Tumor Microenvironment Characterization in Locally Advanced Rectal Cancer: An Integrated Transcriptomic Profiling
Presenter(s)
J. Lasington1, L. S. Mathew Lasington2, and S. Umamaheshwaran3; 1New York Medical College at St. Mary's and St. Clare's, Denville, NJ, 2Rutger's University, East Hanover, NJ, 3Personio, Manhattan, NY
Purpose/Objective(s): Neoadjuvant chemoradiation (CRT) achieves pCR in only 15-20% of locally advanced rectal cancer (LARC). While KRAS mutations occur in ~40% of rectal cancers, the impact of specific KRAS variants on CRT response is poorly characterized. We performed integrated transcriptomic and molecular profiling to identify variant-specific associations with pCR and the biological pathways distinguishing responders from non-responders.
Materials/Methods: We analyzed 203 LARC patients from the GSE87211 cohort, all receiving neoadjuvant CRT (5-fluorouracil ± oxaliplatin ± cetuximab with RT). KRAS variant annotation was available for all patients. Gene expression profiling was performed on pre-treatment biopsies (Agilent microarrays, 34,127 probes). Pathway-level transcriptomic scores were constructed across seven domains: hypoxia, immune microenvironment, DNA repair, RAS-MAPK, proliferation, stemness, and WNT using z-score normalization. Primary endpoint was pCR (ypT0). Mann-Whitney U tests, Fisher's exact test, Kaplan-Meier with log-rank, and multivariate Cox regression were used.
Results: Overall pCR was 17.2% (35/203). KRAS G12V demonstrated 0% pCR (0/13) vs 20.2% WT (22/109), 11.1% G12D (3/27), and 10.5% G13D (2/19). Downstaging was lowest in G12V (30.8% vs 53.2% WT). Immune pathway scores were significantly elevated in pCR patients (p=0.021), driven by CD8A (+0.48, p=0.008), IFNG (+0.77, p=0.008), LAG3 (+0.38, p=0.012), and CXCL9 (+0.69, p=0.029). pCR tumors showed lower hypoxia gene expression: VEGFA (-0.34, p=0.011), EPAS1 (-0.22, p=0.008), SLC2A1 (-0.43, p=0.028). pCR was associated with improved DFS (p=0.0006); KRAS-mutant patients had worse OS (p=0.034).
Conclusion: KRAS G12V was associated with complete CRT resistance (0% pCR). Tumors achieving pCR showed an immune-activated, hypoxia-low profile with upregulated CD8A/IFNG and downregulated VEGFA/SLC2A1. G12V patients may benefit from intensified TNT or immunotherapy-radiation combinations. Prospective KRAS variant-stratified CRT response validation is warranted.
Abstract 170 – Table 1
KRAS Variant-Specific pCR Rates and Differentially Expressed Genes in pCR vs Non-pCR Tumors (N=203)
| Category | Variable | WT | G12D | G13D | G12V | pCR | Non-pCR | log2FC | p-value |
| pCR Rate | n/N (%) | 22/109 | 3/27 | 2/19 | 0/13 | - | - | - | - |
|
| Rate | 20.2% | 11.1% | 10.5% | 0% | - | - | - | OR=1.97 |
| Downstaging | Rate | 53.2% | 51.9% | 57.9% | 30.8% | - | - | - | - |
| Immune ? | CD8A | - | - | - | - | ? | ref | +0.48 | 0.008 |
|
| IFNG | - | - | - | - | ? | ref | +0.77 | 0.008 |
|
| LAG3 | - | - | - | - | ? | ref | +0.38 | 0.012 |
|
| CXCL9 | - | - | - | - | ? | ref | +0.69 | 0.029 |
| Hypoxia ? | VEGFA | - | - | - | - | ? | ref | -0.34 | 0.011 |
|
| SLC2A1 | - | - | - | - | ? | ref | -0.43 | 0.028 |