Frailty, initial attrition and the potential use of novel platinum-free options for non-small-cell lung cancer in the real-world setting
Christopoulos, P.; Blasi, M.; Langer, S.; Shi, S.; Cvetkovic, J.; Bozorgmehr, F.; Allgaeuer, M.; Yuskaeva, K.; Schneider, M.; Shah, R.; Kuon, J.; Stenzinger, A.; Glueck, T.; Thomas, M.
Show abstract
BackgroundOlder age and comorbidities complicate initial therapy in non-small-cell lung cancer (NSCLC), as platinum ineligibility has not been systematically characterized. MethodsAll 2592 patients presenting with metastatic NSCLC between 2018-2023 at Thoraxklinik Heidelberg were analyzed. ECOG status (PS), comorbidities, molecular testing, therapy, toxicities, and outcomes were verified from individual patient records. ResultsAmong 1306 patients with PD-L1 0-49%, systemic therapy was initiated in 74%. With availability of monoimmunotherapy, the treatment rate for patients with PD-L1[≥]50% (n=507) was higher by 5% (p=0.01), while best supportive care (BSC) by own choice was reduced (1.8% vs. 4.5%, p=0.005) more than medical BSC (mBSC 14.6% vs. 17.8%, p=0.11), and early death remained unchanged (ca. 4%). Initial suitability for systemic therapy was documented for 70% of cases eventually receiving mBSC after deterioration associated with comorbidities, metastatic burden, longer workup duration, or radiotherapy upfront (all p<0.001). The atezolizumab Summary of Medicinal Product Characteristics (SmPC) criteria, i.e. >80 years, or PS [≥]3, or comorbidities with PS [≥]2 or with age [≥]70, were fulfilled by 38% of patients (n=501) and associated with a >3-fold higher risk of BSC or early death (230/501), as well as significantly higher toxicity under platinum and shorter survival, which for a platinum dose ratio [≤]60% across 4 cycles (9% of 1306) was similar to that with single-agent chemotherapy (median 5.1 months, p<0.001). SmPC criteria correlated better than comorbidity scores with foregoing platinum, but predictive performance for individual patients remained modest (AUC 0.71, p<0.001). ConclusionsThe high initial attrition of approximately 25% in NSCLC could improve with availability of monoimmunotherapy, but requires optimized, faster patient workflows for better mitigation. Adoption of the SmPC criteria could support a priori identification of patients at risk for mBSC or platinum overtreatment to enhance utilization of monoimmunotherapy and other novel platinum-free first-line options in the future. HighlightsO_LIA high initial attrition of approximately 25% is caused by deterioration after histologic diagnosis in advanced NSCLC. C_LIO_LIMonoimmunotherapy and optimized workflows may facilitate treatment for ca. 15% additional stage IV NSCLC patients. C_LIO_LISmPC criteria indicate cases at higher risk for BSC (>3x) or platinum overtreatment (i.e. platinum dose ratio [≤]60%). C_LIO_LISmPC patients receiving platinum have higher toxicity and shorter survival than non-SmPC patients. C_LIO_LIImproved therapeutic allocation will be essential for utilization of any novel platinum-free option in the future. C_LI
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- 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 93%
- KRAS mutations impact clinical outcome in metastatic non-small cell lung cancer 93%
- Machine learning for prediction of immunotherapy efficacy in non-small cell lung cancer from simple clinical and biological data 93%
Similar papers in this journal
- Clinical activity of Mitogen-Activated Protein Kinase (MAPK) inhibitors in patients with MAP2K1 (MEK1)-mutated metastatic cancers 92%
- A three gene signature predicts response to selinexor in multiple myeloma 91%
- Clinical activity of MAPK targeted therapies in patients with non-V600 BRAF mutant tumors 91%
Similar papers in this journal
- Adjuvant nivolumab, capecitabine or the combination in patients with residual triple-negative breast cancer: the OXEL randomized phase II study 93%
- Angiogenic and Immune Predictors of Neoadjuvant Axitinib Response in Renal Cell Carcinoma with Venous Tumour Thrombus 92%
- Identification of DLK1, a Notch ligand, as an immunotherapeutic target and regulator of tumor cell plasticity and chemoresistance in adrenocortical carcinoma 91%
Similar papers in this journal
- 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 94%
- RRAS and RRAS2 mutations are recurrent oncogenic drivers in lung cancer and are sensitive to the pan-RAS inhibitor RMC-6236 92%
- Tumor-specific activity of precision medicines in the NCI-MATCH trial 92%
Similar papers in this journal
- Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence 93%
- Additivity predicts the efficacy of most approved combination therapies for advanced cancer 92%
- Combined KRASG12C and SOS1 inhibition enhances and extends the anti-tumor response in KRASG12C-driven cancers by addressing intrinsic and acquired resistance 91%
"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.