• 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

泛癌种转移性肿瘤的纵向分析揭示了与 pembrolizumab 敏感性相关的基因组改变和免疫景观动态。

Pan-cancer analysis of longitudinal metastatic tumors reveals genomic alterations and immune landscape dynamics associated with pembrolizumab sensitivity.

机构信息

Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.

Department of Immunology, University of Toronto, Toronto, ON, Canada.

出版信息

Nat Commun. 2021 Aug 26;12(1):5137. doi: 10.1038/s41467-021-25432-7.

DOI:10.1038/s41467-021-25432-7
PMID:34446728
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8390680/
Abstract

Serial circulating tumor DNA (ctDNA) monitoring is emerging as a non-invasive strategy to predict and monitor immune checkpoint blockade (ICB) therapeutic efficacy across cancer types. Yet, limited data exist to show the relationship between ctDNA dynamics and tumor genome and immune microenvironment in patients receiving ICB. Here, we present an in-depth analysis of clinical, whole-exome, transcriptome, and ctDNA profiles of 73 patients with advanced solid tumors, across 30 cancer types, from a phase II basket clinical trial of pembrolizumab (NCT02644369) and report changes in genomic and immune landscapes (primary outcomes). Patients stratified by ctDNA and tumor burden dynamics correspond with survival and clinical benefit. High mutation burden, high expression of immune signatures, and mutations in BRCA2 are associated with pembrolizumab molecular sensitivity, while abundant copy-number alterations and B2M loss-of-heterozygosity corresponded with resistance. Upon treatment, induction of genes expressed by T cell, B cell, and myeloid cell populations are consistent with sensitivity and resistance. We identified the upregulated expression of PLA2G2D, an immune-regulating phospholipase, as a potential biomarker of adaptive resistance to ICB. Together, these findings provide insights into the diversity of immunogenomic mechanisms that underpin pembrolizumab outcomes.

摘要

循环肿瘤 DNA(ctDNA)的连续监测正在成为一种非侵入性策略,可用于预测和监测 across cancer types 中免疫检查点阻断(ICB)治疗的疗效。然而,目前的数据有限,无法显示接受 ICB 治疗的患者的 ctDNA 动态与肿瘤基因组和免疫微环境之间的关系。在这里,我们对来自 pembrolizumab(NCT02644369)的 II 期篮式临床试验的 73 名晚期实体瘤患者的临床、全外显子组、转录组和 ctDNA 图谱进行了深入分析,涵盖了 30 种癌症类型,并报告了基因组和免疫景观的变化(主要结果)。根据 ctDNA 和肿瘤负担动态分层的患者与生存和临床获益相关。高突变负担、高免疫特征表达和 BRCA2 突变与 pembrolizumab 的分子敏感性相关,而大量拷贝数改变和 B2M 杂合性丢失与耐药性相关。在治疗过程中,T 细胞、B 细胞和髓样细胞群体表达的基因诱导与敏感性和耐药性一致。我们发现,免疫调节磷脂酶 PLA2G2D 的上调表达可能是对 ICB 适应性耐药的潜在生物标志物。总之,这些发现为 pembrolizumab 结果所依赖的免疫基因组机制的多样性提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0f9ca1209804/41467_2021_25432_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0b0805713c39/41467_2021_25432_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0f55216c013e/41467_2021_25432_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/6174088c2720/41467_2021_25432_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0632fddfe87f/41467_2021_25432_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0f9ca1209804/41467_2021_25432_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0b0805713c39/41467_2021_25432_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0f55216c013e/41467_2021_25432_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/6174088c2720/41467_2021_25432_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0632fddfe87f/41467_2021_25432_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2809/8390680/0f9ca1209804/41467_2021_25432_Fig5_HTML.jpg

相似文献

1
Pan-cancer analysis of longitudinal metastatic tumors reveals genomic alterations and immune landscape dynamics associated with pembrolizumab sensitivity.泛癌种转移性肿瘤的纵向分析揭示了与 pembrolizumab 敏感性相关的基因组改变和免疫景观动态。
Nat Commun. 2021 Aug 26;12(1):5137. doi: 10.1038/s41467-021-25432-7.
2
Personalized circulating tumor DNA analysis as a predictive biomarker in solid tumor patients treated with pembrolizumab.个性化循环肿瘤DNA分析作为帕博利珠单抗治疗实体瘤患者的预测生物标志物
Nat Cancer. 2020 Sep;1(9):873-881. doi: 10.1038/s43018-020-0096-5. Epub 2020 Aug 3.
3
Sequential ctDNA whole-exome sequencing in advanced lung adenocarcinoma with initial durable tumor response on immune checkpoint inhibitor and late progression.晚期肺腺癌患者在免疫检查点抑制剂治疗后出现初始持久的肿瘤缓解,随后进展,连续进行 ctDNA 全外显子测序。
J Immunother Cancer. 2020 Jun;8(1). doi: 10.1136/jitc-2020-000527.
4
Tumor mutational burden predicts the efficacy of pembrolizumab monotherapy: a pan-tumor retrospective analysis of participants with advanced solid tumors.肿瘤突变负荷预测 pembrolizumab 单药治疗的疗效:一项晚期实体瘤患者的泛肿瘤回顾性分析。
J Immunother Cancer. 2022 Jan;10(1). doi: 10.1136/jitc-2021-003091.
5
Combined Transcriptome and Circulating Tumor DNA Longitudinal Biomarker Analysis Associates With Clinical Outcomes in Advanced Solid Tumors Treated With Pembrolizumab.联合转录组和循环肿瘤 DNA 纵向生物标志物分析与帕博利珠单抗治疗的晚期实体瘤的临床结局相关。
JCO Precis Oncol. 2024 Aug;8:e2400100. doi: 10.1200/PO.24.00100.
6
Early Changes in Tumor-Naive Cell-Free Methylomes and Fragmentomes Predict Outcomes in Pembrolizumab-Treated Solid Tumors.肿瘤游离无细胞甲基组和片段组的早期变化可预测帕博利珠单抗治疗的实体瘤的结局。
Cancer Discov. 2024 Jun 3;14(6):1048-1063. doi: 10.1158/2159-8290.CD-23-1060.
7
Predicting Toxicity and Response to Pembrolizumab Through Germline Genomic HLA Class 1 Analysis.通过种系基因组HLA I类分析预测帕博利珠单抗的毒性和反应
JNCI Cancer Spectr. 2020 Dec 29;5(1). doi: 10.1093/jncics/pkaa115. eCollection 2021 Feb.
8
Clonal dynamics of circulating tumor DNA during immune checkpoint blockade therapy for melanoma.黑色素瘤免疫检查点阻断治疗期间循环肿瘤 DNA 的克隆动力学。
Cancer Sci. 2021 Nov;112(11):4748-4757. doi: 10.1111/cas.15088. Epub 2021 Sep 22.
9
Circulating tumor DNA predicts response in Chinese patients with relapsed or refractory classical hodgkin lymphoma treated with sintilimab.循环肿瘤 DNA 可预测接受信迪利单抗治疗的复发或难治性经典型霍奇金淋巴瘤中国患者的应答。
EBioMedicine. 2020 Apr;54:102731. doi: 10.1016/j.ebiom.2020.102731.
10
Modeling clonal structure over narrow time frames via circulating tumor DNA in metastatic breast cancer.通过转移性乳腺癌的循环肿瘤 DNA 对狭窄时间范围内的克隆结构进行建模。
Genome Med. 2021 May 20;13(1):89. doi: 10.1186/s13073-021-00895-x.

引用本文的文献

1
Longitudinal liquid biopsy identifies an early predictive biomarker of immune checkpoint blockade response in head and neck squamous cell carcinoma.纵向液体活检确定了头颈部鳞状细胞癌中免疫检查点阻断反应的早期预测生物标志物。
Nat Commun. 2025 Sep 1;16(1):8161. doi: 10.1038/s41467-025-63538-4.
2
Paired plus-minus sequencing is an ultra-high throughput and accurate method for dual strand sequencing of DNA molecules.配对正负链测序是一种用于DNA分子双链测序的超高通量且准确的方法。
bioRxiv. 2025 Aug 14:2025.08.11.669689. doi: 10.1101/2025.08.11.669689.
3
IC2Bert: masked gene expression pretraining and supervised fine tuning for robust immune checkpoint blockade (ICB) response prediction.

本文引用的文献

1
Personalized circulating tumor DNA analysis as a predictive biomarker in solid tumor patients treated with pembrolizumab.个性化循环肿瘤DNA分析作为帕博利珠单抗治疗实体瘤患者的预测生物标志物
Nat Cancer. 2020 Sep;1(9):873-881. doi: 10.1038/s43018-020-0096-5. Epub 2020 Aug 3.
2
Mutations in and differentially affect the tumor microenvironment and response to checkpoint blockade immunotherapy.和 中的突变差异影响肿瘤微环境和对检查点封锁免疫治疗的反应。
Nat Cancer. 2021 Dec;1(12):1188-1203. doi: 10.1038/s43018-020-00139-8. Epub 2020 Nov 16.
3
High tumor mutation burden fails to predict immune checkpoint blockade response across all cancer types.
IC2Bert:用于强大的免疫检查点阻断(ICB)反应预测的掩码基因表达预训练和监督微调
Sci Rep. 2025 Aug 1;15(1):28044. doi: 10.1038/s41598-025-14166-x.
4
Cancer immunology data engine reveals secreted AOAH as a potential immunotherapy.癌症免疫学数据引擎揭示分泌型AOAH作为一种潜在的免疫疗法。
Cell. 2025 Sep 4;188(18):5062-5080.e32. doi: 10.1016/j.cell.2025.07.004. Epub 2025 Jul 28.
5
Pembrolizumab monotherapy for previously treated metastatic HER2-negative breast cancer with germline deletion: results of the phase II AUROR study.帕博利珠单抗单药治疗既往接受过治疗的伴有种系缺失的转移性HER2阴性乳腺癌:II期AUROR研究结果
Lancet Reg Health West Pac. 2025 Jul 13;60:101637. doi: 10.1016/j.lanwpc.2025.101637. eCollection 2025 Jul.
6
Common inherited loss-of-function mutations in the innate sensor NOD2 contribute to exceptional immune response to cancer immunotherapy.先天性传感器NOD2中常见的遗传性功能丧失突变有助于对癌症免疫疗法产生特殊的免疫反应。
Proc Natl Acad Sci U S A. 2025 Jul 15;122(28):e2314258122. doi: 10.1073/pnas.2314258122. Epub 2025 Jul 7.
7
Oncogenic Signalling Pathways in Cancer Immunotherapy: Leader or Follower in This Delicate Dance?癌症免疫治疗中的致癌信号通路:在这场微妙的“舞蹈”中是引领者还是跟随者?
Int J Mol Sci. 2025 May 6;26(9):4393. doi: 10.3390/ijms26094393.
8
Error-corrected flow-based sequencing at whole-genome scale and its application to circulating cell-free DNA profiling.全基因组规模的纠错流式测序及其在循环游离DNA分析中的应用。
Nat Methods. 2025 May;22(5):973-981. doi: 10.1038/s41592-025-02648-9. Epub 2025 Apr 11.
9
Recurrent and Metastatic Head and Neck Cancer: Mechanisms of Treatment Failure, Treatment Paradigms, and New Horizons.复发性和转移性头颈癌:治疗失败机制、治疗模式及新进展
Cancers (Basel). 2025 Jan 5;17(1):144. doi: 10.3390/cancers17010144.
10
Cancer immune evasion, immunoediting and intratumour heterogeneity.癌症免疫逃逸、免疫编辑与肿瘤内异质性。
Nat Rev Immunol. 2025 May;25(5):353-369. doi: 10.1038/s41577-024-01111-8. Epub 2025 Jan 2.
高肿瘤突变负担未能预测所有癌症类型的免疫检查点阻断反应。
Ann Oncol. 2021 May;32(5):661-672. doi: 10.1016/j.annonc.2021.02.006. Epub 2021 Mar 15.
4
Predicting Toxicity and Response to Pembrolizumab Through Germline Genomic HLA Class 1 Analysis.通过种系基因组HLA I类分析预测帕博利珠单抗的毒性和反应
JNCI Cancer Spectr. 2020 Dec 29;5(1). doi: 10.1093/jncics/pkaa115. eCollection 2021 Feb.
5
Immuno-oncology drug development forges on despite COVID-19.尽管受到新冠疫情影响,免疫肿瘤学药物研发仍在继续。
Nat Rev Drug Discov. 2020 Nov;19(11):751-752. doi: 10.1038/d41573-020-00166-1.
6
The mutational constraint spectrum quantified from variation in 141,456 humans.从 141456 名人类个体的变异中量化的突变约束谱。
Nature. 2020 May;581(7809):434-443. doi: 10.1038/s41586-020-2308-7. Epub 2020 May 27.
7
Peripheral CD8 T cell characteristics associated with durable responses to immune checkpoint blockade in patients with metastatic melanoma.外周血 CD8 T 细胞特征与转移性黑色素瘤患者对免疫检查点阻断的持久应答相关。
Nat Med. 2020 Feb;26(2):193-199. doi: 10.1038/s41591-019-0734-6. Epub 2020 Feb 10.
8
B cells are associated with survival and immunotherapy response in sarcoma.B 细胞与肉瘤的生存和免疫治疗反应有关。
Nature. 2020 Jan;577(7791):556-560. doi: 10.1038/s41586-019-1906-8. Epub 2020 Jan 15.
9
B cells and tertiary lymphoid structures promote immunotherapy response.B 细胞和三级淋巴结构促进免疫治疗反应。
Nature. 2020 Jan;577(7791):549-555. doi: 10.1038/s41586-019-1922-8. Epub 2020 Jan 15.
10
Tertiary lymphoid structures improve immunotherapy and survival in melanoma.三级淋巴结构可改善黑色素瘤的免疫治疗和生存率。
Nature. 2020 Jan;577(7791):561-565. doi: 10.1038/s41586-019-1914-8. Epub 2020 Jan 15.