Evaluation of Prognostic Utility of Tumor Mutation Burden for Non Small Cell Lung Cancer (NSCLC) response to Immune Checkpoint Blockade Therapy: A Single Institute Study
Clemenceau, J. R.; Lee, S. H.; Peter, B.; Milinovich, A.; Jin, J.; Pennell, N.; Sohal, D.; Hwang, T. H.
Show abstract
IMPORTANCEThe role of Tumor Mutation Burden (TMB) as a prognostic and/or predictive biomarker for Immune Checkpoint Blockade (ICB) therapy in a real-world clinical setting is still unclear. OBJECTIVETo assess whether TMB status provided by a clinically and commercially available tumor genomic profiling (TGP) assay is associated with overall survival of Non-Small Cell Lung Cancer (NSCLC) patients treated with ICB from a single institute. DESIGN, SETTING, AND PARTICIPANTSOutcomes and genetic testing data were collected for 188 NSCLC patients treated within the Cleveland Clinic system between August 2012 and July 2017. MAIN OUTCOMES AND MEASURESOverall survival (OS) from time receiving ICB therapy. RESULTSAmong 188 patients with NSCLC (median age, 62 years; 49.5% female), 86 (45.7%) received ICB therapy. Patients were grouped into three categories based on the status of TMB (in mutations/Mb): high (>= 20/Mb), intermediate (>=5 to <= 20/Mb), and low (<5/Mb). In patients treated with ICB, TMB high status was not significantly associated with improved OS from therapy initiation (HR: 0.90 [95% CI, 0.52-2.49, P>0.8], median OS difference: 9.7 months). CONCLUSIONS AND RELEVANCEAmong patients with NSCLC from a single institute in a longitudinal database of clinical data including TGP results, exploratory analyses do not show statistical significance for the prognostic utility of TMB. These findings indicate that there is a need for more prospective data on the use of TMB status as a guide for ICB therapy in a routine care setting.
Matching journals
The top 12 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- KRAS mutations impact clinical outcome in metastatic non-small cell lung cancer 94%
- Machine learning for prediction of immunotherapy efficacy in non-small cell lung cancer from simple clinical and biological data 91%
- Post-progression survival in advanced non-small cell lung cancer treated with anti-PD-1/PDL-1 monotherapy: progression after durable clinical benefit versus primary resistance 91%
Similar papers in this journal
- A Core Outcome Set to evaluate the impact of prognostication in people living with advanced cancer: an international consensus study 90%
- Survival benefits of cytoreductive nephrectomy in patients with metastatic renal cell carcinoma: evidence from a SEER-based retrospective cohort study 90%
- Cost-effectiveness of real-world administration of chemotherapy and add-on Viscum album L. therapy compared to chemotherapy alone in the treatment of stage IV NSCLC patients 89%
Similar papers in this journal
- Clinical activity of MAPK targeted therapies in patients with non-V600 BRAF mutant tumors 92%
- Clinical activity of Mitogen-Activated Protein Kinase (MAPK) inhibitors in patients with MAP2K1 (MEK1)-mutated metastatic cancers 91%
- Cell-Free Tumor DNA Dominant Clone Allele Frequency (DCAF) Is Associated With Poor Outcomes In Advanced Biliary Cancers Treated With Platinum-Based Chemotherapy 89%
Similar papers in this journal
- COVID-19 Outcomes in Patients with Cancer: Findings from the University of California Health System Database 91%
- Added-value of whole exome and RNA Sequencing in advanced and refractory cancer patients with no molecular-based treatment recommendation based on a 90-gene panel 91%
- Comprehensive analysis of potential immunotherapy genomic biomarkers in 1,000 Chinese patients with cancer 89%
Similar papers in this journal
- Co-occurring genetic alterations in the RAS pathway promote resistance to MET inhibitor treatment in non-small cell lung cancer with a MET exon 14 skipping mutation 94%
- RRAS and RRAS2 mutations are recurrent oncogenic drivers in lung cancer and are sensitive to the pan-RAS inhibitor RMC-6236 90%
- Phase 1b dose expansion and translational analyses of olaparib in combination with the oral AKT inhibitor capivasertib in recurrent endometrial, triple negative breast, and ovarian, primary peritoneal, or fallopian tube cancer 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.