Divergent transcriptomic signatures and microenvironmental markers of <i>KRAS</i> and <i>BRAF</i> mutations in colorectal cancer: A multi-omics integrative analysis.
Abstract
3668 Background: KRAS and BRAF mutations are critical drivers in colorectal cancer (CRC), acting as key nodes in the MAPK signaling pathway. While their genomic prevalence is well-documented, the specific transcriptomic programs they trigger and how these programs differ between KRAS and BRAF variants remain a subject of intense translational interest. This study utilizes a multi-omics approach to define mutation-specific signatures that could inform personalized therapeutic strategies. Methods: We performed an integrated analysis of SNV/Indel data and gene expression profiles from 192 CRC patients. Patients were stratified into BRAF -mutant (n=20), KRAS -mutant (n=102), and MAPK-wild-type (WT, n=64) groups. Frequency was calculated as the percentage of unique samples mutated per gene. Differential expression analysis (DEA) was utilized to identify significant (p < 0.05) gene expression changes specific to each driver mutation. Results: The most frequently mutated genes were TP53 (79.2%), APC (56.8%), and KRAS (53.1%). BRAF mutations were identified in 10.4% of the cohort. KRAS -mutant tumors exhibited a specific upregulation of SPP1 (osteopontin) and TGFBI . These markers are associated with extracellular matrix remodeling and TGF-β signaling, suggesting that KRAS mutations may actively contribute to an immune-excluded tumor phenotype. BRAF -mutant CRC was characterized by a distinct signature involving ABI3BP upregulation and a profound downregulation of CTNNBL1 (p < 0.00001). Additionally, a cluster of small nucleolar RNAs ( SNORA2B , SNORA9 ) was significantly elevated, pointing toward altered ribosome biogenesis or non-coding RNA regulation unique to the BRAF -mutant subset. While both mutations activate the MAPK pathway, the downstream transcriptomic output is significantly divergent, with KRAS favoring myeloid-recruiting signals ( SPP1 ) and BRAF favoring structural and RNA-processing alterations. Conclusions: Our multi-omics integration reveals that KRAS and BRAF mutations in CRC are not transcriptomically redundant. The discovery of SPP1 as a KRAS -associated marker and CTNNBL1 as a BRAF -linked marker provides novel avenues for targeted therapy and patient stratification. Specifically, KRAS -mutant patients might benefit from therapies targeting the SPP1 -TGF-β axis in combination with standard care.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (18)
Muzammil Shaikh
Nanavati Max Super Speciality Hospital, Mumbai, India
Pritam Kataria
Sir H. N. Reliance Foundation Hospital and Research Centre, Mumbai, India
Sewanti Atul Limaye
Medical & Precision Oncology, Clinical and Translational Oncology Research, Sir HN Reliance Foundation, Mumbai, India
Andrew M. Gaya
Cromwell Hospital, London, United Kingdom
Priya Tiwari
Artemis Hospitals, Delhi, India
Aditya V. Shreenivas
City of Hope National Medical Center, Duarte, CA
Ashok K. Vaid
Medanta, The Medicity, Gurugram, India
Amit Dilip Bhatt
Avinash Cancer Clinic, Pune, India
Darshana Suresh Patil
Datar Cancer Genetics, Nashik, India
Sachin Apurwa
Datar Cancer Genetics, Nashik, India
Vinayak Rao
Datar Cancer Genetics, Nashik, India
Rajan Datar
Datar Cancer Genetics, Nashik, India
Ninad Jadhav
Anantbhushan Ranade
Avinash Cancer Clinic, Pune, India
Darshit Kalpeshkumar Shah
Sir H. N. Reliance Foundation Hospital and Research Centre, Mumbai, India
Favaz Ali
VPS Lakeshore Medial Centre, Kozhikode, India
Ankur Nandan Varshney
Medanta, The Medicity, Noida, India
Nitesh Rohatgi
Fortis Memorial Research Institute Gurugram, Gurugram, India