• 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

肿瘤移码突变比例可预测错配修复缺陷型前列腺癌对免疫治疗的反应。

Tumor Frameshift Mutation Proportion Predicts Response to Immunotherapy in Mismatch Repair-Deficient Prostate Cancer.

机构信息

The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

出版信息

Oncologist. 2021 Feb;26(2):e270-e278. doi: 10.1002/onco.13601. Epub 2020 Dec 3.

DOI:10.1002/onco.13601
PMID:33215787
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7873327/
Abstract

BACKGROUND

Genomic biomarkers that predict response to anti-PD1 therapy in prostate cancer are needed. Frameshift mutations are predicted to generate more neoantigens than missense mutations; therefore, we hypothesized that the number or proportion of tumor frameshift mutations would correlate with response to anti-PD1 therapy in prostate cancer.

METHODS

To enrich for response to anti-PD1 therapy, we assembled a multicenter cohort of 65 men with mismatch repair-deficient (dMMR) prostate cancer. Patient characteristics and outcomes were determined by retrospective chart review. Clinical somatic DNA sequencing was used to determine tumor mutational burden (TMB), frameshift mutation burden, and frameshift mutation proportion (FSP), which were correlated to outcomes on anti-PD1 treatment. We subsequently used data from a clinical trial of pembrolizumab in patients with nonprostatic dMMR cancers of various histologies as a biomarker validation cohort.

RESULTS

Nineteen of 65 patients with dMMR metastatic castration-resistant prostate cancer were treated with anti-PD1 therapy. The PSA response rate was 65%, and the median progression-free survival (PFS) was 24 (95% confidence interval 16-54) weeks. Tumor FSP, more than overall TMB, correlated most strongly with prolonged PFS and overall survival (OS) on anti-PD1 treatment and with density of CD8+ tumor-infiltrating lymphocytes. High FSP similarly identified patients with longer PFS as well as OS on anti-PD1 therapy in a validation cohort.

CONCLUSION

Tumor FSP correlated with prolonged efficacy of anti-PD1 treatment among patients with dMMR cancers and may represent a new biomarker of immune checkpoint inhibitor sensitivity.

IMPLICATIONS FOR PRACTICE

Given the modest efficacy of immune checkpoint inhibition (ICI) in unselected patients with advanced prostate cancer, biomarkers of ICI sensitivity are needed. To facilitate biomarker discovery, a cohort of patients with DNA mismatch repair-deficient (dMMR) prostate cancer was assembled, as these patients are enriched for responses to ICI. A high response rate to anti-PD1 therapy in these patients was observed; however, these responses were not durable in most patients. Notably, tumor frameshift mutation proportion (FSP) was identified as a novel biomarker that was associated with prolonged response to anti-PD1 therapy in this cohort. This finding was validated in a separate cohort of patients with nonprostatic dMMR cancers of various primary histologies. This works suggests that FSP predicts response to anti-PD1 therapy in dMMR cancers, which should be validated prospectively in larger independent cohorts.

摘要

背景

需要基因组生物标志物来预测前列腺癌对抗 PD1 治疗的反应。移码突变预计会产生比错义突变更多的新抗原;因此,我们假设肿瘤移码突变的数量或比例与前列腺癌对抗 PD1 治疗的反应相关。

方法

为了富集对抗 PD1 治疗的反应,我们组建了一个由 65 名错配修复缺陷(dMMR)前列腺癌患者组成的多中心队列。通过回顾性病历审查确定患者特征和结局。临床体细胞 DNA 测序用于确定肿瘤突变负担(TMB)、移码突变负担和移码突变比例(FSP),并将其与抗 PD1 治疗的结果相关联。随后,我们使用了一项 pembrolizumab 治疗各种组织学来源的非前列腺 dMMR 癌症患者的临床试验数据作为生物标志物验证队列。

结果

在 65 名患有 dMMR 转移性去势抵抗性前列腺癌的患者中,有 19 名接受了抗 PD1 治疗。PSA 缓解率为 65%,中位无进展生存期(PFS)为 24(95%置信区间 16-54)周。肿瘤 FSP,而不是总 TMB,与抗 PD1 治疗的延长 PFS 和总生存期(OS)以及 CD8+肿瘤浸润淋巴细胞密度相关性最强。在验证队列中,高 FSP 同样可以识别出接受抗 PD1 治疗的患者具有更长的 PFS 和 OS。

结论

肿瘤 FSP 与 dMMR 癌症患者抗 PD1 治疗的疗效延长相关,可能代表免疫检查点抑制剂敏感性的新生物标志物。

临床意义

鉴于免疫检查点抑制(ICI)在未经选择的晚期前列腺癌患者中的疗效有限,因此需要 ICI 敏感性的生物标志物。为了促进生物标志物的发现,组建了一个 DNA 错配修复缺陷(dMMR)前列腺癌患者队列,因为这些患者对 ICI 反应增强。在这些患者中观察到了抗 PD1 治疗的高缓解率;然而,大多数患者的缓解并不持久。值得注意的是,肿瘤移码突变比例(FSP)被确定为一种新的生物标志物,与该队列中抗 PD1 治疗的延长反应相关。这一发现在另一组不同原发性组织学来源的非前列腺 dMMR 癌症患者中得到了验证。这一研究表明,FSP 预测了 dMMR 癌症对抗 PD1 治疗的反应,这应该在更大的独立队列中进行前瞻性验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/5f0c976da65c/ONCO-26-e270-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/109d6c8fd64e/ONCO-26-e270-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/1e415797b57c/ONCO-26-e270-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/a842cf626360/ONCO-26-e270-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/b7b99c61f3ef/ONCO-26-e270-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/5f0c976da65c/ONCO-26-e270-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/109d6c8fd64e/ONCO-26-e270-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/1e415797b57c/ONCO-26-e270-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/a842cf626360/ONCO-26-e270-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/b7b99c61f3ef/ONCO-26-e270-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5805/7873327/5f0c976da65c/ONCO-26-e270-g005.jpg

相似文献

1
Tumor Frameshift Mutation Proportion Predicts Response to Immunotherapy in Mismatch Repair-Deficient Prostate Cancer.肿瘤移码突变比例可预测错配修复缺陷型前列腺癌对免疫治疗的反应。
Oncologist. 2021 Feb;26(2):e270-e278. doi: 10.1002/onco.13601. Epub 2020 Dec 3.
2
Microsatellite Instability, Tumor Mutational Burden, and Response to Immune Checkpoint Blockade in Patients with Prostate Cancer.前列腺癌患者的微卫星不稳定性、肿瘤突变负担与免疫检查点阻断治疗反应
Clin Cancer Res. 2024 Sep 3;30(17):3894-3903. doi: 10.1158/1078-0432.CCR-23-3403.
3
Combination of AKT1 and CDH1 mutations predicts primary resistance to immunotherapy in dMMR/MSI-H gastrointestinal cancer.AKT1 和 CDH1 突变的联合预测了错配修复缺陷/微卫星高度不稳定(dMMR/MSI-H)胃肠道肿瘤对免疫治疗的原发性耐药。
J Immunother Cancer. 2022 Jun;10(6). doi: 10.1136/jitc-2022-004703.
4
Prediction of Benefit from Checkpoint Inhibitors in Mismatch Repair Deficient Metastatic Colorectal Cancer: Role of Tumor Infiltrating Lymphocytes.错配修复缺陷转移性结直肠癌中预测获益于检查点抑制剂:肿瘤浸润淋巴细胞的作用。
Oncologist. 2020 Jun;25(6):481-487. doi: 10.1634/theoncologist.2019-0611. Epub 2020 Jan 22.
5
Analysis of the Prevalence of Microsatellite Instability in Prostate Cancer and Response to Immune Checkpoint Blockade.分析前列腺癌中微卫星不稳定性的流行情况及对免疫检查点阻断的反应。
JAMA Oncol. 2019 Apr 1;5(4):471-478. doi: 10.1001/jamaoncol.2018.5801.
6
Tumour mutational burden as a biomarker in patients with mismatch repair deficient/microsatellite instability-high metastatic colorectal cancer treated with immune checkpoint inhibitors.肿瘤突变负荷作为错配修复缺陷/微卫星高度不稳定转移性结直肠癌患者接受免疫检查点抑制剂治疗的生物标志物。
Eur J Cancer. 2023 Jul;187:15-24. doi: 10.1016/j.ejca.2023.03.029. Epub 2023 Mar 31.
7
Association of Peripheral Blood Biomarkers With Response to Anti-PD-1 Immunotherapy for Patients With Deficient Mismatch Repair Metastatic Colorectal Cancer: A Multicenter Cohort Study.外周血生物标志物与错配修复缺陷转移性结直肠癌患者抗 PD-1 免疫治疗反应的相关性:一项多中心队列研究。
Front Immunol. 2022 Feb 3;13:809971. doi: 10.3389/fimmu.2022.809971. eCollection 2022.
8
Clinical implications of mismatch repair deficiency in prostate cancer.前列腺癌错配修复缺陷的临床意义。
Future Oncol. 2019 Jul;15(20):2395-2411. doi: 10.2217/fon-2019-0068. Epub 2019 Jun 25.
9
Mismatch repair deficiency in metastatic prostate cancer: Response to PD-1 blockade and standard therapies.转移性前列腺癌中错配修复缺陷:对 PD-1 阻断和标准疗法的反应。
PLoS One. 2020 May 26;15(5):e0233260. doi: 10.1371/journal.pone.0233260. eCollection 2020.
10
Performance of Next-Generation Sequencing for the Detection of Microsatellite Instability in Colorectal Cancer With Deficient DNA Mismatch Repair.下一代测序在结直肠癌中检测微卫星不稳定性的性能,该肿瘤存在缺陷的 DNA 错配修复。
Gastroenterology. 2021 Sep;161(3):814-826.e7. doi: 10.1053/j.gastro.2021.05.007. Epub 2021 May 13.

引用本文的文献

1
Therapeutic targeting of mismatch repair-deficient cancers.错配修复缺陷型癌症的治疗靶向作用
Nat Rev Clin Oncol. 2025 Jul 10. doi: 10.1038/s41571-025-01054-6.
2
Immunotherapy in metastatic prostate cancer.转移性前列腺癌的免疫疗法。
Ther Adv Med Oncol. 2025 Jul 3;17:17588359251347857. doi: 10.1177/17588359251347857. eCollection 2025.
3
DNA Damage Repair Pathway Alterations and Immune Landscape Differences in Pediatric/Adolescent, Young Adult (AYA) and Adult Sarcomas.儿童/青少年、青年成人(AYA)及成人肉瘤中的DNA损伤修复途径改变与免疫格局差异

本文引用的文献

1
Clinical activity of pembrolizumab in metastatic prostate cancer with microsatellite instability high (MSI-H) detected by circulating tumor DNA.帕博利珠单抗治疗循环肿瘤 DNA 检测到微卫星高度不稳定(MSI-H)的转移性前列腺癌的临床活性。
J Immunother Cancer. 2020 Aug;8(2). doi: 10.1136/jitc-2020-001065.
2
Mismatch repair deficiency in metastatic prostate cancer: Response to PD-1 blockade and standard therapies.转移性前列腺癌中错配修复缺陷:对 PD-1 阻断和标准疗法的反应。
PLoS One. 2020 May 26;15(5):e0233260. doi: 10.1371/journal.pone.0233260. eCollection 2020.
3
T-Cell Infiltration and Adaptive Treg Resistance in Response to Androgen Deprivation With or Without Vaccination in Localized Prostate Cancer.
Cancers (Basel). 2025 Jun 12;17(12):1962. doi: 10.3390/cancers17121962.
4
Identification of shared neoantigens derived from frameshift mutations in the gene.鉴定该基因中由移码突变产生的共享新抗原。
Front Immunol. 2025 May 15;16:1574955. doi: 10.3389/fimmu.2025.1574955. eCollection 2025.
5
AI Model for Predicting Anti-PD1 Response in Melanoma Using Multi-Omics Biomarkers.使用多组学生物标志物预测黑色素瘤抗PD1反应的人工智能模型
Cancers (Basel). 2025 Feb 20;17(5):714. doi: 10.3390/cancers17050714.
6
Evidence-Based Recommendations on the Use of Immunotherapies and Monoclonal Antibodies in the Treatment of Male Reproductive Cancers.关于免疫疗法和单克隆抗体在男性生殖系统癌症治疗中应用的循证推荐意见。
Curr Oncol. 2025 Feb 14;32(2):108. doi: 10.3390/curroncol32020108.
7
Biomarkers in metastatic castration-resistant prostate cancer for efficiency of immune checkpoint inhibitors.转移性去势抵抗性前列腺癌中免疫检查点抑制剂疗效的生物标志物
Ann Med. 2025 Dec;57(1):2426755. doi: 10.1080/07853890.2024.2426755. Epub 2025 Feb 3.
8
Intratumoral heterogeneity drives acquired therapy resistance in a patient with metastatic prostate cancer.肿瘤内异质性导致一名转移性前列腺癌患者产生获得性治疗耐药性。
NPJ Precis Oncol. 2024 Dec 2;8(1):275. doi: 10.1038/s41698-024-00773-w.
9
Pembrolizumab plus enzalutamide for metastatic castration-resistant prostate cancer progressing on enzalutamide: cohorts 4 and 5 of the phase 2 KEYNOTE-199 study.帕博利珠单抗联合恩杂鲁胺用于接受恩杂鲁胺治疗后进展的转移性去势抵抗性前列腺癌:2期KEYNOTE-199研究的队列4和队列5
Prostate Cancer Prostatic Dis. 2025 Jun;28(2):411-418. doi: 10.1038/s41391-024-00865-5. Epub 2024 Aug 12.
10
Frameshift Mutations in Leukemia-Associated Genes Correlate With Superior Outcomes in Patients Undergoing Allogeneic Stem Cell Transplant for Acute Myeloid Leukemia.白血病相关基因中的移码突变与接受异基因干细胞移植治疗急性髓系白血病患者的较好预后相关。
J Hematol. 2024 Jun;13(3):86-93. doi: 10.14740/jh1276. Epub 2024 Jun 28.
T 细胞浸润和适应性 Treg 抵抗对局部前列腺癌雄激素剥夺治疗联合或不联合疫苗接种的反应。
Clin Cancer Res. 2020 Jul 1;26(13):3182-3192. doi: 10.1158/1078-0432.CCR-19-3372. Epub 2020 Mar 15.
4
Pembrolizumab for Treatment-Refractory Metastatic Castration-Resistant Prostate Cancer: Multicohort, Open-Label Phase II KEYNOTE-199 Study.帕博利珠单抗治疗难治性转移性去势抵抗性前列腺癌:多队列、开放标签的 KEYNOTE-199 研究。
J Clin Oncol. 2020 Feb 10;38(5):395-405. doi: 10.1200/JCO.19.01638. Epub 2019 Nov 27.
5
Identification of Hypermutation and Defective Mismatch Repair in ctDNA from Metastatic Prostate Cancer.从转移性前列腺癌的 ctDNA 中鉴定出超突变和错配修复缺陷。
Clin Cancer Res. 2020 Mar 1;26(5):1114-1125. doi: 10.1158/1078-0432.CCR-19-1623. Epub 2019 Nov 19.
6
Genetic diversity of tumors with mismatch repair deficiency influences anti-PD-1 immunotherapy response.错配修复缺陷肿瘤的遗传多样性影响抗 PD-1 免疫治疗反应。
Science. 2019 May 3;364(6439):485-491. doi: 10.1126/science.aau0447.
7
Clinical validation of the tempus xT next-generation targeted oncology sequencing assay.Tempus xT下一代靶向肿瘤测序检测的临床验证
Oncotarget. 2019 Mar 22;10(24):2384-2396. doi: 10.18632/oncotarget.26797.
8
Genomic correlates of response to immune checkpoint blockade.免疫检查点阻断治疗反应的基因组相关性。
Nat Med. 2019 Mar;25(3):389-402. doi: 10.1038/s41591-019-0382-x. Epub 2019 Mar 6.
9
Genome-Wide CRISPR Screening Identifies JAK1 Deficiency as a Mechanism of T-Cell Resistance.全基因组 CRISPR 筛选鉴定出 JAK1 缺陷是 T 细胞耐药的一种机制。
Front Immunol. 2019 Feb 19;10:251. doi: 10.3389/fimmu.2019.00251. eCollection 2019.
10
Analysis of the Prevalence of Microsatellite Instability in Prostate Cancer and Response to Immune Checkpoint Blockade.分析前列腺癌中微卫星不稳定性的流行情况及对免疫检查点阻断的反应。
JAMA Oncol. 2019 Apr 1;5(4):471-478. doi: 10.1001/jamaoncol.2018.5801.