• 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

在预测肺癌患者新辅助免疫治疗的病理反应方面,吸烟特征优于程序性死亡配体1表达。

Smoking signature is superior to programmed death-ligand 1 expression in predicting pathological response to neoadjuvant immunotherapy in lung cancer patients.

作者信息

Yang Haitang, Ma Wenyan, Sun Beibei, Fan Liwen, Xu Ke, Hall Sean R R, Al-Hurani Mohammad Faisal, Schmid Ralph A, Peng Ren-Wang, Hida Toyoaki, Wang Zhexin, Yao Feng

机构信息

Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.

Clinical Research Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.

出版信息

Transl Lung Cancer Res. 2021 Sep;10(9):3807-3822. doi: 10.21037/tlcr-21-734.

DOI:10.21037/tlcr-21-734
PMID:34733630
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8512473/
Abstract

BACKGROUND

There is a paucity of biomarkers that can predict the degree of pathological response [e.g., pathological complete response (pCR) or major response (pMR)] to immunotherapy. Neoadjuvant immunotherapy provides an ideal setting for exploring responsive biomarkers because the pathological responses can be directly and accurately evaluated.

METHODS

We retrospectively collected the clinicopathological characteristics and treatment outcomes of non-small cell lung cancer (NSCLC) patients who received neoadjuvant immunotherapy or chemo-immunotherapy followed by surgery between 2018 and 2020 at a large academic thoracic cancer center. Clinicopathological factors associated with pathological response were analyzed.

RESULTS

A total of 39 patients (35 males and 4 females) were included. The most common histological subtype was lung squamous cell carcinoma (LUSC) (n=28, 71.8%), followed by lung adenocarcinoma (LUAD) (n=11, 28.2%). After neoadjuvant treatment, computed tomography (CT) scan-based evaluation showed poor agreement with the postoperatively pathological examination (weighted kappa =0.0225; P=0.795), suggesting the poor performance of CT scans in evaluating the response to immunotherapy. Importantly, we found that the smoking signature displayed a better performance than programmed death-ligand 1 (PD-L1) expression in predicting the pathological response (area under the curve: 0.690 0.456; P=0.0259), which might have resulted from increased tumor mutational burden (TMB) and/or microsatellite instability (MSI) relating to smoking exposure.

CONCLUSIONS

These findings suggest that CT scan-based evaluation is not able to accurately reflect the pathological response to immunotherapy and that smoking signature is a superior marker to PD-L1 expression in predicting the benefit of immunotherapy in NSCLC patients.

摘要

背景

能够预测免疫治疗病理反应程度[如病理完全缓解(pCR)或主要反应(pMR)]的生物标志物匮乏。新辅助免疫治疗为探索反应性生物标志物提供了理想的环境,因为可以直接且准确地评估病理反应。

方法

我们回顾性收集了2018年至2020年期间在一家大型学术性胸癌中心接受新辅助免疫治疗或化疗免疫治疗后进行手术的非小细胞肺癌(NSCLC)患者的临床病理特征和治疗结果。分析了与病理反应相关的临床病理因素。

结果

共纳入39例患者(35例男性和4例女性)。最常见的组织学亚型是肺鳞状细胞癌(LUSC)(n = 28,71.8%),其次是肺腺癌(LUAD)(n = 11,28.2%)。新辅助治疗后,基于计算机断层扫描(CT)的评估与术后病理检查的一致性较差(加权kappa = 0.0225;P = 0.795),表明CT扫描在评估免疫治疗反应方面表现不佳。重要的是,我们发现吸烟特征在预测病理反应方面比程序性死亡配体1(PD-L1)表达表现更好(曲线下面积:0.690对0.456;P = 0.0259),这可能是由于与吸烟暴露相关的肿瘤突变负担(TMB)增加和/或微卫星不稳定性(MSI)所致。

结论

这些发现表明,基于CT扫描的评估不能准确反映免疫治疗的病理反应,并且吸烟特征在预测NSCLC患者免疫治疗获益方面是优于PD-L1表达的标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26d0/8512473/162764734638/tlcr-10-09-3807-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26d0/8512473/11775a8fc09e/tlcr-10-09-3807-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26d0/8512473/79e6aa0d266d/tlcr-10-09-3807-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26d0/8512473/162764734638/tlcr-10-09-3807-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26d0/8512473/11775a8fc09e/tlcr-10-09-3807-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26d0/8512473/79e6aa0d266d/tlcr-10-09-3807-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26d0/8512473/162764734638/tlcr-10-09-3807-f3.jpg

相似文献

1
Smoking signature is superior to programmed death-ligand 1 expression in predicting pathological response to neoadjuvant immunotherapy in lung cancer patients.在预测肺癌患者新辅助免疫治疗的病理反应方面,吸烟特征优于程序性死亡配体1表达。
Transl Lung Cancer Res. 2021 Sep;10(9):3807-3822. doi: 10.21037/tlcr-21-734.
2
Predictive values of genomic variation, tumor mutational burden, and PD-L1 expression in advanced lung squamous cell carcinoma treated with immunotherapy.基因组变异、肿瘤突变负荷及PD-L1表达在接受免疫治疗的晚期肺鳞状细胞癌中的预测价值。
Transl Lung Cancer Res. 2020 Dec;9(6):2367-2379. doi: 10.21037/tlcr-20-1130.
3
PD-L1 expression and Tumor mutation burden as Pathological response biomarkers of Neoadjuvant immunotherapy for Early-stage Non-small cell lung cancer: A systematic review and meta-analysis.PD-L1 表达和肿瘤突变负担作为新辅助免疫治疗早期非小细胞肺癌的病理反应生物标志物:系统评价和荟萃分析。
Crit Rev Oncol Hematol. 2022 Feb;170:103582. doi: 10.1016/j.critrevonc.2022.103582. Epub 2022 Jan 11.
4
PD-L1 and PD-L2 expression correlated genes in non-small-cell lung cancer.非小细胞肺癌中 PD-L1 和 PD-L2 表达相关基因。
Cancer Commun (Lond). 2019 Jun 3;39(1):30. doi: 10.1186/s40880-019-0376-6.
5
Tumor Mutation Burden as a Potential Biomarker for PD-1/PD-L1 Inhibition in Advanced Non-small Cell Lung Cancer.肿瘤突变负担作为晚期非小细胞肺癌中 PD-1/PD-L1 抑制的潜在生物标志物。
Target Oncol. 2020 Feb;15(1):93-100. doi: 10.1007/s11523-020-00703-3.
6
Short-term outcome of neoadjuvant immunotherapy and chemotherapy in non-small cell lung cancer: A systematic review and meta-analysis.非小细胞肺癌新辅助免疫治疗和化疗的短期疗效:一项系统评价和荟萃分析。
JTCVS Open. 2021 Sep 2;8:588-607. doi: 10.1016/j.xjon.2021.08.036. eCollection 2021 Dec.
7
Neoadjuvant immunotherapy facilitates resection of surgically-challenging lung squamous cell cancer.新辅助免疫疗法有助于切除具有手术挑战性的肺鳞状细胞癌。
J Thorac Dis. 2021 Dec;13(12):6816-6826. doi: 10.21037/jtd-21-1195.
8
Efficacy of neoadjuvant therapy for lung squamous cell carcinoma and lung adenocarcinoma: A retrospective comparative study.肺鳞状细胞癌和肺腺癌新辅助治疗的疗效:一项回顾性比较研究。
Oncol Lett. 2023 Nov 6;26(6):546. doi: 10.3892/ol.2023.14133. eCollection 2023 Dec.
9
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.
10
Radiomics study for predicting the expression of PD-L1 in non-small cell lung cancer based on CT images and clinicopathologic features.基于CT图像和临床病理特征的非小细胞肺癌中预测PD-L1表达的放射组学研究。
J Xray Sci Technol. 2020;28(3):449-459. doi: 10.3233/XST-200642.

引用本文的文献

1
Targeting mTORC2 in lung squamous cell carcinoma improves anti-tumor immunity through the PSGL-1-VISTA axis.靶向肺鳞状细胞癌中的mTORC2可通过PSGL-1-VISTA轴增强抗肿瘤免疫力。
Cancer Gene Ther. 2025 Jul 10. doi: 10.1038/s41417-025-00934-4.
2
Single-cell analysis and machine learning-based integration develop an immune-responsive signature of antigen-presenting cancer-associated fibroblasts in lung adenocarcinoma.单细胞分析和基于机器学习的整合开发出肺腺癌中抗原呈递性癌症相关成纤维细胞的免疫反应特征。
J Thorac Dis. 2025 Apr 30;17(4):2321-2338. doi: 10.21037/jtd-2024-2015. Epub 2025 Apr 23.
3
The Lung Cancer Immune Prognostic Score predicts pathologic complete response and survival in NSCLC patients receiving neoadjuvant immunochemotherapy.

本文引用的文献

1
Tumor mutation burden predicts response and survival to immune checkpoint inhibitors: a meta-analysis.肿瘤突变负荷预测免疫检查点抑制剂的疗效和生存:一项荟萃分析。
Transl Cancer Res. 2020 Sep;9(9):5437-5449. doi: 10.21037/tcr-20-1131.
2
Pharmaco-transcriptomic correlation analysis reveals novel responsive signatures to HDAC inhibitors and identifies Dasatinib as a synergistic interactor in small-cell lung cancer.药物转录组关联分析揭示了新型对组蛋白去乙酰化酶抑制剂有反应的特征,并确定达沙替尼为小细胞肺癌的协同作用因子。
EBioMedicine. 2021 Jul;69:103457. doi: 10.1016/j.ebiom.2021.103457. Epub 2021 Jul 3.
3
Smoking History as a Potential Predictor of Immune Checkpoint Inhibitor Efficacy in Metastatic Non-Small Cell Lung Cancer.
肺癌免疫预后评分可预测接受新辅助免疫化疗的非小细胞肺癌患者的病理完全缓解和生存期。
Front Immunol. 2025 Apr 16;16:1567565. doi: 10.3389/fimmu.2025.1567565. eCollection 2025.
4
Efficacy of neoadjuvant PD-1/PD-L1 inhibitor in resectable NSCLC: a meta-analysis based on randomized controlled trials.新辅助PD-1/PD-L1抑制剂在可切除非小细胞肺癌中的疗效:一项基于随机对照试验的荟萃分析
BMC Cancer. 2024 Dec 18;24(1):1522. doi: 10.1186/s12885-024-13311-5.
5
Predicting non-small cell lung cancer lymph node metastasis: integrating ctDNA mutation/methylation profiling with positron emission tomography-computed tomography (PET-CT) scan: protocol for a prospective clinical trial (LUNon-invasive Study).预测非小细胞肺癌淋巴结转移:将循环肿瘤DNA突变/甲基化分析与正电子发射断层扫描-计算机断层扫描(PET-CT)相结合:一项前瞻性临床试验方案(LUNon-invasive研究)
J Thorac Dis. 2024 Sep 30;16(9):6272-6285. doi: 10.21037/jtd-24-1033. Epub 2024 Sep 26.
6
Clinical Interest in Exome-Based Analysis of Somatic Mutational Signatures for Non-Small Cell Lung Cancer.基于外显子组分析非小细胞肺癌体细胞突变特征的临床研究兴趣。
Cancers (Basel). 2024 Sep 9;16(17):3115. doi: 10.3390/cancers16173115.
7
Exploring the prognosis value, immune correlation, and drug responsiveness prediction of homeobox C6 (HOXC6) in lung adenocarcinoma.探索同源盒C6(HOXC6)在肺腺癌中的预后价值、免疫相关性及药物反应性预测。
Discov Oncol. 2024 Aug 31;15(1):393. doi: 10.1007/s12672-024-01273-w.
8
Potential predictors of the pathologic response after neoadjuvant chemoimmunotherapy in resectable non-small cell lung cancer: a narrative review.可切除非小细胞肺癌新辅助化疗免疫治疗后病理反应的潜在预测因素:一项叙述性综述
Transl Lung Cancer Res. 2024 May 31;13(5):1137-1149. doi: 10.21037/tlcr-24-142. Epub 2024 May 24.
9
Minimally invasive surgery role in central squamous lung cancer after neoadjuvant chemoimmunotherapy.新辅助化疗免疫治疗后微创手术在中央型肺鳞癌中的作用。
J Thorac Dis. 2024 Jan 30;16(1):285-295. doi: 10.21037/jtd-23-1241. Epub 2024 Jan 29.
10
Effectiveness comparison of third-generation EGFR-TKI as initial and sequential therapy in adjuvant treatment for EGFR mutation-sensitive stage IIIA non-small cell lung cancer after surgery.第三代EGFR-TKI作为初始治疗和序贯治疗在EGFR突变敏感的IIIA期非小细胞肺癌术后辅助治疗中的疗效比较
Heliyon. 2023 Oct 13;9(11):e20955. doi: 10.1016/j.heliyon.2023.e20955. eCollection 2023 Nov.
吸烟史作为转移性非小细胞肺癌免疫检查点抑制剂疗效的潜在预测指标。
J Natl Cancer Inst. 2021 Nov 29;113(12):1761-1769. doi: 10.1093/jnci/djab116.
4
Metabolic barriers to cancer immunotherapy.癌症免疫疗法的代谢障碍。
Nat Rev Immunol. 2021 Dec;21(12):785-797. doi: 10.1038/s41577-021-00541-y. Epub 2021 Apr 29.
5
Association between Smoking History and Tumor Mutation Burden in Advanced Non-Small Cell Lung Cancer.吸烟史与晚期非小细胞肺癌肿瘤突变负荷的相关性。
Cancer Res. 2021 May 1;81(9):2566-2573. doi: 10.1158/0008-5472.CAN-20-3991. Epub 2021 Mar 2.
6
Neoadjuvant nivolumab or nivolumab plus ipilimumab in operable non-small cell lung cancer: the phase 2 randomized NEOSTAR trial.可切除非小细胞肺癌的新辅助纳武利尤单抗或纳武利尤单抗联合伊匹单抗:Ⅱ期随机 NEOSTAR 试验。
Nat Med. 2021 Mar;27(3):504-514. doi: 10.1038/s41591-020-01224-2. Epub 2021 Feb 18.
7
Emerging biomarkers for neoadjuvant immune checkpoint inhibitors in operable non-small cell lung cancer.可切除非小细胞肺癌新辅助免疫检查点抑制剂的新兴生物标志物
Transl Lung Cancer Res. 2021 Jan;10(1):590-606. doi: 10.21037/tlcr-20-573.
8
The surgical perspective in neoadjuvant immunotherapy for resectable non-small cell lung cancer.可切除非小细胞肺癌新辅助免疫治疗中的手术视角。
Cancer Immunol Immunother. 2021 Aug;70(8):2313-2321. doi: 10.1007/s00262-021-02847-1. Epub 2021 Jan 29.
9
CD73, Tumor Plasticity and Immune Evasion in Solid Cancers.CD73、实体癌中的肿瘤可塑性与免疫逃逸
Cancers (Basel). 2021 Jan 7;13(2):177. doi: 10.3390/cancers13020177.
10
Cancer-associated fibroblasts and their influence on tumor immunity and immunotherapy.癌症相关成纤维细胞及其对肿瘤免疫和免疫治疗的影响。
Elife. 2020 Dec 28;9:e57243. doi: 10.7554/eLife.57243.