• 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 DNA 甲基化的 CD8+ 肿瘤浸润淋巴细胞特征可用于评估结直肠癌的免疫反应和预后。

DNA methylation-based signature of CD8+ tumor-infiltrating lymphocytes enables evaluation of immune response and prognosis in colorectal cancer.

机构信息

Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.

Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.

出版信息

J Immunother Cancer. 2021 Sep;9(9). doi: 10.1136/jitc-2021-002671.

DOI:10.1136/jitc-2021-002671
PMID:34548385
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8458312/
Abstract

BACKGROUND

Tumor-infiltrating lymphocytes (TILs), especially CD8+ TILs, can be used for predicting immunotherapy responsiveness and survival outcome. However, the evaluation of CD8+ TILs currently relies on histopathological methodology with high variability. We therefore aimed to develop a DNA methylation signature for CD8+ TILs (CD8+ MeTIL) that could evaluate immune response and prognosis in colorectal cancer (CRC).

METHODS

A CD8+ MeTIL signature score was constructed by using CD8+ T cell-specific differentially methylated positions (DMPs) that were identified from Illumina EPIC methylation arrays. Immune cells, colon epithelial cells, and two CRC cohorts (n=282 and 335) were used to develop a PCR-based assay for quantitative analysis of DNA methylation at single-base resolution (QASM) to determine CD8 + MeTIL signature score.

RESULTS

Three CD8+ T cell-specific DMPs were identified to construct the CD8+ MeTIL signature score, which showed a dramatic discriminability between CD8+ T cells and other cells. The QASM assay we developed for CD8+ MeTIL markers could measure CD8+ TILs distributions in a fully quantitative, accurate, and simple manner. The CD8+ MeTIL score determined by QASM assay showed a strong association with histopathology-based CD8+ TIL counts and a gene expression-based immune marker. Furthermore, the low CD8+ MeTIL score (enriched CD8+ TILs) was associated with MSI-H tumors and predicted better survival in CRC cohorts.

CONCLUSIONS

This study developed a quantitative DNA methylation-based signature that was reliable to evaluate CD8+ TILs and prognosis in CRC. This approach has the potential to be a tool for investigations on CD8+ TILs and a biomarker for therapeutic approaches, including immunotherapy.

摘要

背景

肿瘤浸润淋巴细胞(TILs),尤其是 CD8+TILs,可用于预测免疫治疗反应和生存结果。然而,目前 CD8+TILs 的评估依赖于具有高度变异性的组织病理学方法。因此,我们旨在开发一种用于评估结直肠癌(CRC)免疫反应和预后的 CD8+T 细胞特异性 DNA 甲基化标志物(CD8+MeTIL)。

方法

使用从 Illumina EPIC 甲基化阵列中鉴定出的 CD8+T 细胞特异性差异甲基化位置(DMP)构建 CD8+MeTIL 特征评分。使用免疫细胞、结肠上皮细胞和两个 CRC 队列(n=282 和 335),开发一种基于 PCR 的定量分析单碱基分辨率 DNA 甲基化(QASM)的检测方法,以确定 CD8+MeTIL 特征评分。

结果

确定了三个 CD8+T 细胞特异性 DMP 来构建 CD8+MeTIL 特征评分,该评分在 CD8+T 细胞和其他细胞之间具有显著的区分能力。我们开发的用于 CD8+MeTIL 标志物的 QASM 检测方法可以以完全定量、准确和简单的方式测量 CD8+TIL 的分布。QASM 检测法确定的 CD8+MeTIL 评分与基于组织病理学的 CD8+TIL 计数和基于基因表达的免疫标志物具有强烈的相关性。此外,低 CD8+MeTIL 评分(富含 CD8+TIL)与 MSI-H 肿瘤相关,并预测 CRC 队列的生存更好。

结论

本研究开发了一种可靠的定量 DNA 甲基化标志物,用于评估 CRC 中的 CD8+TIL 和预后。这种方法有可能成为研究 CD8+TIL 的工具和治疗方法的生物标志物,包括免疫治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/17dfc91b1e2f/jitc-2021-002671f05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/72f7bec6f581/jitc-2021-002671f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/de1f5a1f6685/jitc-2021-002671f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/b10b858b5cc1/jitc-2021-002671f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/f5583c5d73af/jitc-2021-002671f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/17dfc91b1e2f/jitc-2021-002671f05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/72f7bec6f581/jitc-2021-002671f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/de1f5a1f6685/jitc-2021-002671f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/b10b858b5cc1/jitc-2021-002671f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/f5583c5d73af/jitc-2021-002671f04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9bb5/8458312/17dfc91b1e2f/jitc-2021-002671f05.jpg

相似文献

1
DNA methylation-based signature of CD8+ tumor-infiltrating lymphocytes enables evaluation of immune response and prognosis in colorectal cancer.基于 DNA 甲基化的 CD8+ 肿瘤浸润淋巴细胞特征可用于评估结直肠癌的免疫反应和预后。
J Immunother Cancer. 2021 Sep;9(9). doi: 10.1136/jitc-2021-002671.
2
Genome-wide DNA methylation profile analysis identifies an individualized predictive signature for melanoma immune response.全基因组 DNA 甲基化谱分析鉴定出一种用于黑素瘤免疫反应的个体化预测特征。
J Cancer Res Clin Oncol. 2023 Jan;149(1):343-356. doi: 10.1007/s00432-022-04566-1. Epub 2023 Jan 3.
3
DNA methylation-based immune response signature improves patient diagnosis in multiple cancers.基于DNA甲基化的免疫反应特征改善了多种癌症患者的诊断。
J Clin Invest. 2017 Aug 1;127(8):3090-3102. doi: 10.1172/JCI91095. Epub 2017 Jul 17.
4
Differential gene expression of tumor-infiltrating CD8 T cells in advanced versus early-stage colorectal cancer and identification of a gene signature of poor prognosis.肿瘤浸润 CD8 T 细胞在晚期与早期结直肠癌中的差异基因表达及预后不良基因特征的鉴定。
J Immunother Cancer. 2020 Sep;8(2). doi: 10.1136/jitc-2020-001294.
5
Intratumoral infiltrating lymphocytes correlate with improved survival in colorectal cancer patients: Independent of oncogenetic features.肿瘤内浸润淋巴细胞与结直肠癌患者的生存改善相关:与肿瘤遗传特征无关。
J Cell Physiol. 2019 Apr;234(4):4768-4777. doi: 10.1002/jcp.27273. Epub 2018 Oct 28.
6
Tumor-infiltrating lymphocyte: features and prognosis of lymphocytes infiltration on colorectal cancer.肿瘤浸润淋巴细胞:结直肠癌淋巴细胞浸润的特征和预后。
Bioengineered. 2022 Jun;13(6):14872-14888. doi: 10.1080/21655979.2022.2162660.
7
The Prognostic Significance of the Tumor-infiltrating Programmed Cell Death-1 to CD8 Lymphocyte Ratio in Patients with Colorectal Cancer.肿瘤浸润程序性细胞死亡蛋白1与CD8淋巴细胞比值在结直肠癌患者中的预后意义
Anticancer Res. 2017 Aug;37(8):4165-4172. doi: 10.21873/anticanres.11804.
8
ITGAE Defines CD8+ Tumor-Infiltrating Lymphocytes Predicting a better Prognostic Survival in Colorectal Cancer.ITGAE 定义 CD8+ 肿瘤浸润淋巴细胞可预测结直肠癌的预后生存更好。
EBioMedicine. 2018 Sep;35:178-188. doi: 10.1016/j.ebiom.2018.08.003. Epub 2018 Aug 9.
9
Mismatch Repair Status of Gastric Cancer and Its Association with the Local and Systemic Immune Response.胃癌错配修复状态及其与局部和全身免疫反应的关系。
Oncologist. 2019 Sep;24(9):e835-e844. doi: 10.1634/theoncologist.2018-0273. Epub 2019 Mar 20.
10
Tumor-infiltrating lymphocyte subsets and tertiary lymphoid structures in pulmonary metastases from colorectal cancer.结直肠癌肺转移灶中的肿瘤浸润淋巴细胞亚群和三级淋巴结构
Clin Exp Metastasis. 2016 Oct;33(7):727-39. doi: 10.1007/s10585-016-9813-y. Epub 2016 Jul 23.

引用本文的文献

1
Association of HLA-DRA expression with prognosis and tumor microenvironment in clear cell renal cell carcinoma.HLA-DRA表达与透明细胞肾细胞癌预后及肿瘤微环境的关联
Sci Rep. 2025 Aug 10;15(1):29270. doi: 10.1038/s41598-025-13665-1.
2
Identification of novel susceptibility loci for testicular germ cell tumors through multi-omics analysis.通过多组学分析鉴定睾丸生殖细胞肿瘤的新易感基因座
Discov Oncol. 2025 Jun 3;16(1):992. doi: 10.1007/s12672-025-02775-x.
3
A new predictive factor VGF based on IHC experiments, gene pathways and molecular functional groups for tumor immune microenvironment and prognosis of adrenocortical carcinoma.

本文引用的文献

1
Genome-wide analysis identifies critical DNA methylations within NTRKs genes in colorectal cancer.全基因组分析鉴定结直肠癌中 NTRKs 基因内的关键 DNA 甲基化。
J Transl Med. 2021 Feb 16;19(1):73. doi: 10.1186/s12967-021-02740-6.
2
Epigenetic Alterations in the Gastrointestinal Tract: Current and Emerging Use for Biomarkers of Cancer.胃肠道的表观遗传学改变:癌症生物标志物的当前和新兴用途。
Gastroenterology. 2021 Feb;160(3):690-709. doi: 10.1053/j.gastro.2020.09.058. Epub 2020 Dec 3.
3
Epigenetic Inactivation of α-Internexin Accelerates Microtubule Polymerization in Colorectal Cancer.
一种基于免疫组化实验、基因通路和分子功能组的新的预测因子VGF,用于肾上腺皮质癌的肿瘤免疫微环境和预后评估。
Front Immunol. 2025 Apr 17;16:1542780. doi: 10.3389/fimmu.2025.1542780. eCollection 2025.
4
Dynamics of tertiary lymphoid structures and immune cross talk in early versus advanced colorectal cancer: potential implications for immunotherapy.早期与晚期结直肠癌中三级淋巴结构的动态变化及免疫相互作用:对免疫治疗的潜在影响
Cancer Immunol Immunother. 2025 Apr 26;74(6):185. doi: 10.1007/s00262-025-04027-x.
5
Current status of multiple markers in precision immunotherapy for colorectal cancer.结直肠癌精准免疫治疗中多种标志物的现状
Cancer Biol Med. 2025 Mar 26;22(3):205-11. doi: 10.20892/j.issn.2095-3941.2025.0030.
6
Integration of multi-omics profiling reveals an epigenetic-based molecular classification of lung adenocarcinoma: implications for drug sensitivity and immunotherapy response prediction.多组学分析的整合揭示了基于表观遗传学的肺腺癌分子分类:对药物敏感性和免疫治疗反应预测的意义。
Front Pharmacol. 2025 Feb 19;16:1540477. doi: 10.3389/fphar.2025.1540477. eCollection 2025.
7
DNA methylation status classifies pleural mesothelioma cells according to their immune profile: implication for precision epigenetic therapy.DNA甲基化状态根据胸膜间皮瘤细胞的免疫特征对其进行分类:对精准表观遗传治疗的意义。
J Exp Clin Cancer Res. 2025 Feb 18;44(1):58. doi: 10.1186/s13046-025-03310-0.
8
Immunotherapy of osteosarcoma based on immune microenvironment modulation.基于免疫微环境调节的骨肉瘤免疫治疗
Front Immunol. 2025 Jan 23;15:1498060. doi: 10.3389/fimmu.2024.1498060. eCollection 2024.
9
Epigenetic Regulation of Stromal and Immune Cells and Therapeutic Targets in the Tumor Microenvironment.肿瘤微环境中基质细胞和免疫细胞的表观遗传调控及治疗靶点
Biomolecules. 2025 Jan 6;15(1):71. doi: 10.3390/biom15010071.
10
Deep learning model targeting cancer surrounding tissues for accurate cancer diagnosis based on histopathological images.基于组织病理学图像的针对癌周组织进行准确癌症诊断的深度学习模型。
J Transl Med. 2025 Jan 23;23(1):110. doi: 10.1186/s12967-024-06017-6.
α-连接蛋白的表观遗传失活加速结直肠癌中的微管聚合。
Cancer Res. 2020 Dec 1;80(23):5203-5215. doi: 10.1158/0008-5472.CAN-20-1590. Epub 2020 Oct 13.
4
Identification of Aberrantly Methylated Differentially CpG Sites in Hepatocellular Carcinoma and Their Association With Patient Survival.肝细胞癌中异常甲基化的差异CpG位点的鉴定及其与患者生存的关系。
Front Oncol. 2020 Jul 23;10:1031. doi: 10.3389/fonc.2020.01031. eCollection 2020.
5
Neoadjuvant immunotherapy leads to pathological responses in MMR-proficient and MMR-deficient early-stage colon cancers.新辅助免疫治疗导致 MMR 功能正常和 MMR 缺陷的早期结肠癌发生病理应答。
Nat Med. 2020 Apr;26(4):566-576. doi: 10.1038/s41591-020-0805-8. Epub 2020 Apr 6.
6
Nomograms for Prediction of Molecular Phenotypes in Colorectal Cancer.预测结直肠癌分子表型的列线图
Onco Targets Ther. 2020 Jan 13;13:309-321. doi: 10.2147/OTT.S234495. eCollection 2020.
7
Cancer statistics, 2020.癌症统计数据,2020 年。
CA Cancer J Clin. 2020 Jan;70(1):7-30. doi: 10.3322/caac.21590. Epub 2020 Jan 8.
8
Epigenetics of colorectal cancer: biomarker and therapeutic potential.结直肠癌的表观遗传学:生物标志物和治疗潜力。
Nat Rev Gastroenterol Hepatol. 2020 Feb;17(2):111-130. doi: 10.1038/s41575-019-0230-y. Epub 2020 Jan 3.
9
Distinct epigenetic features of tumor-reactive CD8+ T cells in colorectal cancer patients revealed by genome-wide DNA methylation analysis.通过全基因组 DNA 甲基化分析揭示结直肠癌患者肿瘤反应性 CD8+ T 细胞的独特表观遗传特征。
Genome Biol. 2019 Dec 31;21(1):2. doi: 10.1186/s13059-019-1921-y.
10
The Immunoscore: Colon Cancer and Beyond.免疫评分:结肠癌及其他癌症
Clin Cancer Res. 2020 Jan 15;26(2):332-339. doi: 10.1158/1078-0432.CCR-18-1851. Epub 2019 Aug 14.