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Author Spotlight: Advancements in Molecular Biomarker Testing for Non-Squamous Non-Small Cell Lung Cancer
Published on: September 8, 2023
KRAS-mutant advanced NSCLC: efficacy and clinical outcomes from network meta-analysis and real-world evidence
Xiaoyu Gang1, Yige Sun1, Junli Hao1
1Department of Medical Oncology, The First Hospital of China Medical University, Shenyang 110001, China.
Background:
KRAS is a common driver gene in non-small cell lung cancer (NSCLC). Owing to the absence of universally effective targeted agents and marked heterogeneity, optimal treatment selection for KRAS-mutant NSCLC remains uncertain. This study combined network meta-analysis (NMA) with real-world evidence to inform precision treatment strategies.
Methods:
Thirteen randomized controlled trials were included in a Bayesian NMA to compare efficacy outcomes across regimens in KRAS-mutant and KRAS G12C-mutant NSCLC. In parallel, real-world data from advanced KRAS-mutant NSCLC patients treated at our center were analyzed.
Results:
Across KRAS and G12C NMAs, immunotherapy-based regimens generally outperformed chemotherapy-based regimens. PD-(L)1 inhibitors monotherapy ranked highest for overall survival (OS), while chemotherapy plus PD-(L)1 inhibitors and anti-angiogenic therapy (anti-VEGF) ranked highest for progression-free survival (PFS). Chemotherapy plus dual immune checkpoint blockade (PD-(L)1 and CTLA-4) yielded a greater improvement in OS than in PFS. In our real-world cohort, first-line PD-(L)1 monotherapy achieved the best outcomes (objective response rate: 88.9%; median PFS: 22.2 months), followed by chemotherapy plus PD-(L)1 ± anti-VEGF. On multivariable analysis, ECOG performance status 0-1, PD-L1 TPS ≥ 50%, TMB ≥ 10 mut/Mb, and chemotherapy plus PD-(L)1 ± anti-VEGF were independently associated with longer first-line PFS. In subsequent lines, G12C inhibitors significantly improved outcomes versus other therapies, whereas non-G12C disease derived limited benefit from available strategies.
Conclusions:
Immunotherapy constitutes the cornerstone of first-line therapy for KRAS-mutant NSCLC. Within this framework, PD-(L)1 monotherapy may be appropriate for carefully selected patients with high PD-L1 expression, whereas chemoimmunotherapy can extend benefit to broader subgroups; escalation with anti-VEGF or anti-CTLA-4 agents appears clinically promising and merits biomarker-driven prospective evaluation. KRAS G12C inhibitors are effective in later lines, while treatment options for non-G12C disease remain limited.
Insights
Immunotherapy is key for KRAS-mutant non-small cell lung cancer (NSCLC). PD-(L)1 inhibitors alone or with chemotherapy offer survival benefits, especially in first-line treatment, with G12C inhibitors effective in later stages.
Area of Science:
- Oncology
- Translational Research
- Precision Medicine
Background:
- KRAS mutations are prevalent in non-small cell lung cancer (NSCLC).
- Treatment selection for KRAS-mutant NSCLC is challenging due to heterogeneity and lack of targeted agents.
- This study integrates network meta-analysis (NMA) with real-world data to guide precision treatment.
Purpose of the Study:
- To compare the efficacy of various treatment regimens for KRAS-mutant NSCLC.
- To inform optimal treatment strategies by combining NMA and real-world evidence.
- To identify predictive biomarkers for treatment response in KRAS-mutant NSCLC.
Main Methods:
- Bayesian network meta-analysis (NMA) of 13 randomized controlled trials.
- Analysis of real-world data from advanced KRAS-mutant NSCLC patients.
- Multivariable analysis to identify factors associated with progression-free survival (PFS).
Main Results:
- Immunotherapy-based regimens generally outperformed chemotherapy for KRAS-mutant NSCLC.
- PD-(L)1 inhibitor monotherapy showed the highest overall survival (OS); chemotherapy plus PD-(L)1 inhibitors and anti-angiogenic therapy (anti-VEGF) showed the highest progression-free survival (PFS).
- Real-world data supported first-line PD-(L)1 monotherapy and chemoimmunotherapy; KRAS G12C inhibitors were effective in later lines for G12C-mutant NSCLC.
Conclusions:
- Immunotherapy is the cornerstone for first-line treatment of KRAS-mutant NSCLC.
- PD-(L)1 monotherapy for selected patients and chemoimmunotherapy for broader subgroups are recommended.
- KRAS G12C inhibitors are effective for later-line treatment of G12C-mutant NSCLC; options for non-G12C disease remain limited.
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