• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于血液的肿瘤突变负荷检测对非小细胞肺癌免疫检查点抑制剂治疗的预测疗效:一项系统评价和荟萃分析

Predictive Efficacy of Blood-Based Tumor Mutation Burden Assay for Immune Checkpoint Inhibitors Therapy in Non-Small Cell Lung Cancer: A Systematic Review and Meta-Analysis.

作者信息

Zhang Nan, Zhang Jinwei, Wang Guoqing, He Xin, Mi Yin, Cao Ying, Yu Xiaoxu

机构信息

Department of Clinical Laboratory, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China.

Department of Cardiothoracic Surgery, Tianjin Medical University General Hospital, Tianjin, China.

出版信息

Front Oncol. 2022 Feb 9;12:795933. doi: 10.3389/fonc.2022.795933. eCollection 2022.

DOI:10.3389/fonc.2022.795933
PMID:35223476
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8864144/
Abstract

BACKGROUND

In non-small cell lung cancer (NSCLC) patients treated by immune checkpoint inhibitors (ICIs), tumor mutation burden (TMB) has been found to have predictive potential for survival. When compared to TMB detection in tissue (tTMB), detecting TMB in the blood (bTMB) has practical advantages; yet, the results of various studies are conflicting. The question of whether bTMB can be utilized as a predictive biomarker is becoming increasingly contentious. To confirm the predictive efficacy of bTMB, researchers did a systematic review and meta-analysis to look into the relationship between ICIs and bTMB.

METHOD

From the inception to March 2021, Cochrane Library, PubMed, EMBASE and other databases were systematically searched. The predictive value of bTMB in ICIs, or the efficacy of ICIs against chemotherapy, was studied. The results were presented as pooled ratio rate (RR) and hazard ratio (HR) with 95% confidence intervals for the Objective response rate (ORR), progression-free survival (PFS), and overall survival (OS). Subgroup analysis, heterogeneity analyses, and sensitivity analysis were also performed.

RESULTS

A total of 2,610 NSCLC patients were studied in seven trials. There were no significant differences in OS (HR = 1.09; 95% CI: 0.62-1.91, = 0.774) or PFS (HR = 0.73; 95% CI: 0.20-2.65, = 0.629) between high and low bTMB groups in the ICIs cohort. When ICIs were compared to chemotherapy, ICIs were found to enhance OS (HR = 0.74; 95% CI: 0.59-0.92, = 0.006), but the improvement in PFS and ORR was only a numerical trend (PFS: HR = 0.83; 95% CI: 0.63-1.09, = 0.173; ORR: RR = 0.92, 95% CI: 0.77-1.10, = 0.372). NSCLC patients treated with ICIs in the high bTMB group had better survival benefits than chemotherapy patients in terms of OS (HR = 0.63; 95% CI: 0.51-0.76, 0.001), PFS (HR = 0.63; 95% CI: 0.52-0.76, 0.001), and ORR (RR = 1.86; 95% CI: 1.32-2.62, 0.001), while in the low TMB group, the results were no different or even reversed (OS: HR = 0.89; 95% CI: 0.64-1.24, = 0.485; PFS: HR = 1.21, 95% CI: 0.93-1.58, = 0.154; ORR: RR = 0.68, 95% CI: 0.54-0.85, = 0.001).

CONCLUSIONS

TMB could predict the enhanced survival benefit of NSCLC patients treated with ICIs; however the role of bTMB is limited at this stage. For NSCLC patients with high TMB, ICIc may be a better option than chemotherapy.

摘要

背景

在接受免疫检查点抑制剂(ICI)治疗的非小细胞肺癌(NSCLC)患者中,肿瘤突变负荷(TMB)已被发现具有预测生存的潜力。与组织TMB检测(tTMB)相比,血液TMB检测(bTMB)具有实际优势;然而,各项研究结果相互矛盾。bTMB能否用作预测生物标志物的问题越来越有争议。为了证实bTMB的预测效力,研究人员进行了一项系统评价和荟萃分析,以探究ICI与bTMB之间的关系。

方法

从数据库建立至2021年3月,系统检索了Cochrane图书馆、PubMed、EMBASE等数据库。研究了bTMB在ICI中的预测价值,或ICI对比化疗的疗效。结果以合并率比(RR)和风险比(HR)以及客观缓解率(ORR)、无进展生存期(PFS)和总生存期(OS)的95%置信区间呈现。还进行了亚组分析、异质性分析和敏感性分析。

结果

七项试验共纳入2610例NSCLC患者。在ICI队列中,高bTMB组和低bTMB组之间的OS(HR = 1.09;95%CI:0.62 - 1.91,P = 0.774)或PFS(HR = 0.73;95%CI:0.20 - 2.65,P = 0.629)无显著差异。当将ICI与化疗进行比较时,发现ICI可改善OS(HR = 0.74;95%CI:0.59 - 0.92,P = 0.006),但PFS和ORR的改善仅为数值趋势(PFS:HR = 0.83;95%CI:0.63 - 1.09,P = 0.173;ORR:RR = 0.92,95%CI:0.77 - 1.10,P = 0.372)。高bTMB组接受ICI治疗的NSCLC患者在OS(HR = 0.63;95%CI:0.51 - 0.76,P = 0.001)、PFS(HR = 0.63;95%CI:0.52 - 0.76,P = 0.001)和ORR(RR = 1.86;95%CI:1.32 - 2.62,P = 0.001)方面比化疗患者具有更好的生存获益,而在低TMB组中,结果无差异甚至相反(OS:HR = 0.89;95%CI:0.64 - 1.24,P = 0.485;PFS:HR = 1.21,95%CI:0.93 - 1.58,P = 0.154;ORR:RR = 0.68,95%CI:0.54 - 0.85,P = 0.001)。

结论

TMB可预测接受ICI治疗的NSCLC患者生存获益增加;然而,现阶段bTMB的作用有限。对于高TMB的NSCLC患者,ICI可能是比化疗更好的选择。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/077900af7ffd/fonc-12-795933-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/4a7914f0b7d2/fonc-12-795933-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/8e425eef7752/fonc-12-795933-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/e975bf1644c7/fonc-12-795933-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/e7d90ce3e68d/fonc-12-795933-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/5593aaf88f98/fonc-12-795933-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/09b87a77557a/fonc-12-795933-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/077900af7ffd/fonc-12-795933-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/4a7914f0b7d2/fonc-12-795933-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/8e425eef7752/fonc-12-795933-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/e975bf1644c7/fonc-12-795933-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/e7d90ce3e68d/fonc-12-795933-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/5593aaf88f98/fonc-12-795933-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/09b87a77557a/fonc-12-795933-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c7e0/8864144/077900af7ffd/fonc-12-795933-g007.jpg

相似文献

1
Predictive Efficacy of Blood-Based Tumor Mutation Burden Assay for Immune Checkpoint Inhibitors Therapy in Non-Small Cell Lung Cancer: A Systematic Review and Meta-Analysis.基于血液的肿瘤突变负荷检测对非小细胞肺癌免疫检查点抑制剂治疗的预测疗效:一项系统评价和荟萃分析
Front Oncol. 2022 Feb 9;12:795933. doi: 10.3389/fonc.2022.795933. eCollection 2022.
2
The relationship between blood-based tumor mutation burden level and efficacy of PD-1/PD-L1 inhibitors in advanced non-small cell lung cancer: a systematic review and meta-analysis.基于血液的肿瘤突变负担水平与 PD-1/PD-L1 抑制剂在晚期非小细胞肺癌中的疗效关系:系统评价和荟萃分析。
BMC Cancer. 2021 Nov 13;21(1):1220. doi: 10.1186/s12885-021-08924-z.
3
The Predictive Efficacy of Tumor Mutation Burden (TMB) on Nonsmall Cell Lung Cancer Treated by Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis.肿瘤突变负荷(TMB)对免疫检查点抑制剂治疗非小细胞肺癌的预测疗效:系统评价和荟萃分析。
Biomed Res Int. 2021 Mar 13;2021:1780860. doi: 10.1155/2021/1780860. eCollection 2021.
4
The Predictive Value of Tumor Mutation Burden on Efficacy of Immune Checkpoint Inhibitors in Cancers: A Systematic Review and Meta-Analysis.肿瘤突变负荷对癌症中免疫检查点抑制剂疗效的预测价值:一项系统评价和荟萃分析
Front Oncol. 2019 Nov 5;9:1161. doi: 10.3389/fonc.2019.01161. eCollection 2019.
5
Blood tumor mutation burden can predict the clinical response to immune checkpoint inhibitors in advanced non-small cell lung cancer patients.血液肿瘤突变负担可预测晚期非小细胞肺癌患者对免疫检查点抑制剂的临床反应。
Cancer Immunol Immunother. 2021 Dec;70(12):3513-3524. doi: 10.1007/s00262-021-02943-2. Epub 2021 Apr 25.
6
Association of Survival and Immune-Related Biomarkers With Immunotherapy in Patients With Non-Small Cell Lung Cancer: A Meta-analysis and Individual Patient-Level Analysis.免疫治疗与非小细胞肺癌患者生存及免疫相关生物标志物的相关性:一项荟萃分析和个体患者水平分析。
JAMA Netw Open. 2019 Jul 3;2(7):e196879. doi: 10.1001/jamanetworkopen.2019.6879.
7
The predictive value of tumor mutation burden on survival of gastric cancer patients treated with immune checkpoint inhibitors: A systematic review and meta-analysis.肿瘤突变负担对免疫检查点抑制剂治疗胃癌患者生存的预测价值:系统评价和荟萃分析。
Int Immunopharmacol. 2023 Nov;124(Pt B):110986. doi: 10.1016/j.intimp.2023.110986. Epub 2023 Sep 23.
8
Tumor Mutational Burden and Efficacy of Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis.肿瘤突变负荷与免疫检查点抑制剂的疗效:一项系统评价和荟萃分析
Cancers (Basel). 2019 Nov 15;11(11):1798. doi: 10.3390/cancers11111798.
9
Predictive value of tumor mutational burden for immunotherapy in non-small cell lung cancer: A systematic review and meta-analysis.肿瘤突变负担对非小细胞肺癌免疫治疗的预测价值:系统评价和荟萃分析。
PLoS One. 2022 Feb 3;17(2):e0263629. doi: 10.1371/journal.pone.0263629. eCollection 2022.
10
ctDNA-adjusted bTMB as a predictive biomarker for patients with NSCLC treated with PD-(L)1 inhibitors.ctDNA 调整后的 bTMB 作为 NSCLC 患者接受 PD-(L)1 抑制剂治疗的预测生物标志物。
BMC Med. 2022 May 5;20(1):170. doi: 10.1186/s12916-022-02360-x.

引用本文的文献

1
Liquid and Tissue Biopsies for Lung Cancer: Algorithms and Perspectives.肺癌的液体活检与组织活检:算法与展望
Cancers (Basel). 2024 Sep 29;16(19):3340. doi: 10.3390/cancers16193340.
2
Identification and Application of Emerging Biomarkers in Treatment of Non-Small-Cell Lung Cancer: Systematic Review.新兴生物标志物在非小细胞肺癌治疗中的识别与应用:系统评价
Cancers (Basel). 2024 Jun 26;16(13):2338. doi: 10.3390/cancers16132338.
3
Challenges and Future Directions in the Management of Tumor Mutational Burden-High (TMB-H) Advanced Solid Malignancies.

本文引用的文献

1
The prognostic impact of tumor mutational burden (TMB) in the first-line management of advanced non-oncogene addicted non-small-cell lung cancer (NSCLC): a systematic review and meta-analysis of randomized controlled trials.肿瘤突变负荷(TMB)对非小细胞肺癌(NSCLC)一线治疗的预后影响:一项随机对照试验的系统评价和荟萃分析。
ESMO Open. 2021 Jun;6(3):100124. doi: 10.1016/j.esmoop.2021.100124. Epub 2021 Apr 30.
2
Blood tumor mutation burden can predict the clinical response to immune checkpoint inhibitors in advanced non-small cell lung cancer patients.血液肿瘤突变负担可预测晚期非小细胞肺癌患者对免疫检查点抑制剂的临床反应。
Cancer Immunol Immunother. 2021 Dec;70(12):3513-3524. doi: 10.1007/s00262-021-02943-2. Epub 2021 Apr 25.
3
高肿瘤突变负荷(TMB-H)晚期实体恶性肿瘤管理中的挑战与未来方向
Cancers (Basel). 2023 Dec 14;15(24):5841. doi: 10.3390/cancers15245841.
4
Cancer Cell-Intrinsic Alterations Associated with an Immunosuppressive Tumor Microenvironment and Resistance to Immunotherapy in Lung Cancer.与免疫抑制性肿瘤微环境及肺癌免疫治疗耐药相关的癌细胞内在改变
Cancers (Basel). 2023 Jun 6;15(12):3076. doi: 10.3390/cancers15123076.
5
Immune Checkpoint Inhibitors for Solid Tumors in the Adjuvant Setting: Current Progress, Future Directions, and Role in Transplant Oncology.辅助治疗中实体瘤的免疫检查点抑制剂:当前进展、未来方向及在移植肿瘤学中的作用
Cancers (Basel). 2023 Feb 23;15(5):1433. doi: 10.3390/cancers15051433.
6
The Overview of Perspectives of Clinical Application of Liquid Biopsy in Non-Small-Cell Lung Cancer.液体活检在非小细胞肺癌临床应用中的观点概述
Life (Basel). 2022 Oct 19;12(10):1640. doi: 10.3390/life12101640.
The Predictive Efficacy of Tumor Mutation Burden (TMB) on Nonsmall Cell Lung Cancer Treated by Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis.肿瘤突变负荷(TMB)对免疫检查点抑制剂治疗非小细胞肺癌的预测疗效:系统评价和荟萃分析。
Biomed Res Int. 2021 Mar 13;2021:1780860. doi: 10.1155/2021/1780860. eCollection 2021.
4
Predictive value of tumor mutation burden (TMB) with targeted next-generation sequencing in immunocheckpoint inhibitors for non-small cell lung cancer (NSCLC).肿瘤突变负荷(TMB)在非小细胞肺癌(NSCLC)免疫检查点抑制剂靶向二代测序中的预测价值
J Cancer. 2021 Jan 1;12(2):584-594. doi: 10.7150/jca.48105. eCollection 2021.
5
Atezolizumab for First-Line Treatment of PD-L1-Selected Patients with NSCLC.阿替利珠单抗用于 PD-L1 选择的 NSCLC 患者的一线治疗。
N Engl J Med. 2020 Oct 1;383(14):1328-1339. doi: 10.1056/NEJMoa1917346.
6
Association of tumour mutational burden with outcomes in patients with advanced solid tumours treated with pembrolizumab: prospective biomarker analysis of the multicohort, open-label, phase 2 KEYNOTE-158 study.帕博利珠单抗治疗的晚期实体瘤患者肿瘤突变负荷与结局的相关性:多队列、开放标签、Ⅱ期 KEYNOTE-158 研究的前瞻性生物标志物分析。
Lancet Oncol. 2020 Oct;21(10):1353-1365. doi: 10.1016/S1470-2045(20)30445-9. Epub 2020 Sep 10.
7
Combinatorial assessment of ctDNA release and mutational burden predicts anti-PD(L)1 therapy outcome in nonsmall-cell lung cancer.循环肿瘤DNA释放与突变负荷的组合评估可预测非小细胞肺癌患者的抗PD(L)1治疗结果。
Clin Transl Med. 2020 Jan;10(1):331-336. doi: 10.1002/ctm2.8.
8
Durvalumab With or Without Tremelimumab vs Standard Chemotherapy in First-line Treatment of Metastatic Non-Small Cell Lung Cancer: The MYSTIC Phase 3 Randomized Clinical Trial.度伐利尤单抗联合或不联合替西木单抗与标准化疗用于转移性非小细胞肺癌一线治疗的 MYSTIC 期 3 随机临床试验。
JAMA Oncol. 2020 May 1;6(5):661-674. doi: 10.1001/jamaoncol.2020.0237.
9
Tissue-Plasma TMB Comparison and Plasma TMB Monitoring in Patients With Metastatic Non-small Cell Lung Cancer Receiving Immune Checkpoint Inhibitors.接受免疫检查点抑制剂治疗的转移性非小细胞肺癌患者的组织-血浆肿瘤突变负荷比较及血浆肿瘤突变负荷监测
Front Oncol. 2020 Feb 12;10:142. doi: 10.3389/fonc.2020.00142. eCollection 2020.
10
Baseline Plasma Tumor Mutation Burden Predicts Response to Pembrolizumab-based Therapy in Patients with Metastatic Non-Small Cell Lung Cancer.基线血浆肿瘤突变负荷可预测转移性非小细胞肺癌患者对帕博利珠单抗为基础的治疗的反应。
Clin Cancer Res. 2020 May 15;26(10):2354-2361. doi: 10.1158/1078-0432.CCR-19-3663. Epub 2020 Feb 26.