Refining Tumor Mutational Burden as a Predictive Biomarker for Pembrolizumab: A Real-World Analysis in Japanese Patients.
2/5 보강
TL;DR
The clinical utility of TMB as a biomarker for predicting ICI response in routine oncology practice is supported, and excluding hotspot mutations from TMB calculations may improve response prediction in patients whose TMB values are near the threshold.
PICO 자동 추출 (휴리스틱, conf 2/4)
유사 논문P · Population 대상 환자/모집단
952 patients registered in the Center for Cancer Genomics and Advanced Therapeutics (C-CAT) database, which integrates genomic and clinical information from Japanese patients with various advanced solid tumors.
I · Intervention 중재 / 시술
추출되지 않음
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
These findings support the clinical utility of TMB as a biomarker for predicting ICI response in routine oncology practice. In particular, excluding hotspot mutations from TMB calculations may improve response prediction in patients whose TMB values are near the threshold.
OpenAlex 토픽 ·
Cancer Immunotherapy and Biomarkers
Radiomics and Machine Learning in Medical Imaging
Pancreatic and Hepatic Oncology Research
The clinical utility of TMB as a biomarker for predicting ICI response in routine oncology practice is supported, and excluding hotspot mutations from TMB calculations may improve response prediction
- p-value p < 0.001
APA
Tomoyo Yasuda, Mio Yumura, et al. (2026). Refining Tumor Mutational Burden as a Predictive Biomarker for Pembrolizumab: A Real-World Analysis in Japanese Patients.. Cancer science, 117(4), 1158-1166. https://doi.org/10.1111/cas.70331
MLA
Tomoyo Yasuda, et al.. "Refining Tumor Mutational Burden as a Predictive Biomarker for Pembrolizumab: A Real-World Analysis in Japanese Patients.." Cancer science, vol. 117, no. 4, 2026, pp. 1158-1166.
PMID
41614225 ↗
Abstract 한글 요약
Tumor mutational burden (TMB) is a key biomarker for predicting the response to immune checkpoint inhibitors (ICIs). However, its predictive accuracy in real-world clinical practice, particularly in Asian populations, remains inadequately evaluated. We addressed this issue by analyzing real-world data from 63,952 patients registered in the Center for Cancer Genomics and Advanced Therapeutics (C-CAT) database, which integrates genomic and clinical information from Japanese patients with various advanced solid tumors. We assessed the therapeutic efficacy of pembrolizumab in 1899 patients who underwent one of three comprehensive genomic profiling tests: FoundationOne CDx, the OncoGuide NCC Oncopanel System, or the GenMine TOP Cancer Genome Profiling System. Based on the reported TMB values, patients were classified as TMB-high (≥ 10 mutations per megabase) or TMB-low (< 10 mutations per megabase). The objective response rate (ORR) among 946 TMB-high patients exceeded 30% and was significantly higher than that observed in 953 TMB-low patients (16.8%, p < 0.001). Notably, patients with borderline TMB values (10 to less than 13 mutations per megabase) exhibited relatively modest responses (20.8%). The ORR improved when hotspot mutations were excluded from the TMB calculation, suggesting that this adjustment enhances the predictive accuracy of TMB. These findings support the clinical utility of TMB as a biomarker for predicting ICI response in routine oncology practice. In particular, excluding hotspot mutations from TMB calculations may improve response prediction in patients whose TMB values are near the threshold.
🏷️ 키워드 / MeSH 📖 같은 키워드 OA만
- Humans
- Antibodies
- Monoclonal
- Humanized
- Biomarkers
- Tumor
- Female
- Male
- Mutation
- Neoplasms
- Middle Aged
- Aged
- Japan
- Adult
- 80 and over
- Immune Checkpoint Inhibitors
- Antineoplastic Agents
- Immunological
- Asian People
- Treatment Outcome
- East Asian People
- comprehensive genomic profiling
- immune checkpoint inhibitors
- precision oncology
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