• 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

免疫评分和分子特征对III期结肠癌生存预测的贡献

Contribution of Immunoscore and Molecular Features to Survival Prediction in Stage III Colon Cancer.

作者信息

Sinicrope Frank A, Shi Qian, Hermitte Fabienne, Zemla Tyler J, Mlecnik Bernhard, Benson Al B, Gill Sharlene, Goldberg Richard M, Kahlenberg Morton S, Nair Suresh G, Shields Anthony F, Smyrk Thomas C, Galon Jerome, Alberts Steven R

机构信息

Division of Oncology, Department of Medicine, Mayo Clinic, Rochester, MN, USA.

Alliance Statistics and Data Center, Rochester, MN, USA.

出版信息

JNCI Cancer Spectr. 2020 Apr 5;4(3):pkaa023. doi: 10.1093/jncics/pkaa023. eCollection 2020 Jun.

DOI:10.1093/jncics/pkaa023
PMID:32455336
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7236783/
Abstract

BACKGROUND

The American Joint Committee on Cancer staging and other prognostic tools fail to account for stage-independent variability in outcome. We developed a prognostic classifier adding Immunoscore to clinicopathological and molecular features in patients with stage III colon cancer.

METHODS

Patient (n = 559) data from the FOLFOX arm of adjuvant trial NCCTG N0147 were used to construct Cox models for predicting disease-free survival (DFS). Variables included age, sex, T stage, positive lymph nodes (+LNs), N stage, performance status, histologic grade, sidedness, , mismatch repair, and Immunoscore (CD3, CD8 T-cell densities). After determining optimal functional form (continuous or categorical) and within Cox models, backward selection was performed to analyze all variables as candidate predictors. All statistical tests were two-sided.

RESULTS

Poorer DFS was found for tumors that were T4 vs T3 (hazard ratio [HR] = 1.76, 95% confidence interval [CI] = 1.19 to 2.60;  = .004), right- vs left-sided (HR = 1.52, 95% CI = 1.14 to 2.04;  = .005), (HR = 1.74, 95% CI = 1.26 to 2.40;  < .001), mutant (HR = 1.66, 95% CI = 1.08 to 2.55;  = .02), and low vs high Immunoscore (HR = 1.69, 95% CI = 1.22 to 2.33; = .001) (all <.02). Increasing numbers of +LNs and lower continuous Immunoscore were associated with poorer DFS that achieved significance (both s<.0001). After number of +LNs, T stage, and , Immunoscore was the most informative predictor of DFS shown multivariately. Among T N tumors, Immunoscore was the only variable associated with DFS that achieved statistical significance. A nomogram was generated to determine the likelihood of being recurrence-free at 3 years.

CONCLUSIONS

The Immunoscore can enhance the accuracy of survival prediction among patients with stage III colon cancer.

摘要

背景

美国癌症联合委员会分期系统及其他预后评估工具未能考虑到与分期无关的预后差异。我们开发了一种预后分类器,将免疫评分纳入III期结肠癌患者的临床病理和分子特征中。

方法

使用辅助试验NCCTG N0147中FOLFOX组的患者(n = 559)数据构建Cox模型,以预测无病生存期(DFS)。变量包括年龄、性别、T分期、阳性淋巴结(+LNs)、N分期、体能状态、组织学分级、肿瘤位置、错配修复以及免疫评分(CD3、CD8 T细胞密度)。在确定最佳函数形式(连续型或分类型)后,在Cox模型内进行向后选择,以分析所有变量作为候选预测因子。所有统计检验均为双侧检验。

结果

T4期肿瘤与T3期肿瘤相比,DFS较差(风险比[HR]=1.76,95%置信区间[CI]=1.19至2.60;P =.004);右侧肿瘤与左侧肿瘤相比(HR = 1.52,95% CI = 1.14至2.04;P =.005),(HR = 1.74,95% CI = 1.26至2.40;P <.001),错配修复缺陷(dMMR)(HR = 1.66,95% CI = 1.08至2.55;P =.02),以及低免疫评分与高免疫评分相比(HR = 1.69,95% CI = 1.22至2.33;P =.001)(所有P <.02)。+LNs数量增加和免疫评分连续降低与较差的DFS相关,差异具有统计学意义(均P <.0001)。在考虑+LNs数量、T分期和后,多变量分析显示免疫评分是DFS最具信息量的预测因子。在T N肿瘤中,免疫评分是与DFS相关且具有统计学意义的唯一变量。生成了一个列线图来确定患者3年无复发的可能性。

结论

免疫评分可提高III期结肠癌患者生存预测的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/eb6d1a2fcaae/pkaa023f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/51280adea62f/pkaa023f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/d405a07a8b32/pkaa023f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/7041d693751f/pkaa023f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/eb6d1a2fcaae/pkaa023f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/51280adea62f/pkaa023f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/d405a07a8b32/pkaa023f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/7041d693751f/pkaa023f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/328f/7236783/eb6d1a2fcaae/pkaa023f4.jpg

相似文献

1
Contribution of Immunoscore and Molecular Features to Survival Prediction in Stage III Colon Cancer.免疫评分和分子特征对III期结肠癌生存预测的贡献
JNCI Cancer Spectr. 2020 Apr 5;4(3):pkaa023. doi: 10.1093/jncics/pkaa023. eCollection 2020 Jun.
2
Immunoscore Is Prognostic in Low-Risk and High-Risk Stage III Colon Carcinomas Treated With Adjuvant Infusional Fluorouracil, Leucovorin, and Oxaliplatin in a Phase III Trial.免疫评分在 III 期结肠癌辅助治疗中的预后价值:一项 III 期试验中氟尿嘧啶、亚叶酸钙和奥沙利铂输注治疗低危和高危患者
JCO Precis Oncol. 2022 Aug;6:e2200010. doi: 10.1200/PO.22.00010.
3
Prognostic variables in low and high risk stage III colon cancers treated in two adjuvant chemotherapy trials.在两项辅助化疗试验中治疗的低危和高危 III 期结肠癌的预后变量。
Eur J Cancer. 2021 Feb;144:101-112. doi: 10.1016/j.ejca.2020.11.016. Epub 2020 Dec 17.
4
Multicenter International Society for Immunotherapy of Cancer Study of the Consensus Immunoscore for the Prediction of Survival and Response to Chemotherapy in Stage III Colon Cancer.多中心国际癌症免疫治疗学会研究共识免疫评分预测 III 期结肠癌患者生存和化疗反应的价值。
J Clin Oncol. 2020 Nov 1;38(31):3638-3651. doi: 10.1200/JCO.19.03205. Epub 2020 Sep 8.
5
Association of tumor-infiltrating lymphocytes with survival depends on primary tumor sidedness in stage III colon cancers (NCCTG N0147) [Alliance].肿瘤浸润淋巴细胞与生存的相关性取决于 III 期结肠癌(NCCTG N0147)[Alliance]的原发肿瘤侧别。
Ann Oncol. 2022 Nov;33(11):1159-1167. doi: 10.1016/j.annonc.2022.07.1942. Epub 2022 Aug 10.
6
Prognostic Effect of BRAF and KRAS Mutations in Patients With Stage III Colon Cancer Treated With Leucovorin, Fluorouracil, and Oxaliplatin With or Without Cetuximab: A Post Hoc Analysis of the PETACC-8 Trial.在接受亚叶酸钙、氟尿嘧啶和奥沙利铂治疗(无论是否联合西妥昔单抗)的 III 期结肠癌患者中,BRAF 和 KRAS 突变的预后影响:PETACC-8 试验的事后分析
JAMA Oncol. 2016 May 1;2(5):643-653. doi: 10.1001/jamaoncol.2015.5225.
7
No time to die: the consensus immunoscore for predicting survival and response to chemotherapy of locally advanced colon cancer patients in a multicenter international study.《无暇赴死:多中心国际研究中预测局部晚期结肠癌患者生存及化疗反应的免疫评分共识》
Oncoimmunology. 2020 Oct 13;9(1):1826132. doi: 10.1080/2162402X.2020.1826132.
8
Clinicopathological Features Combined With Immune Infiltration Could Well Distinguish Outcomes in Stage II and Stage III Colorectal Cancer: A Retrospective Study.临床病理特征联合免疫浸润可很好地区分Ⅱ期和Ⅲ期结直肠癌的预后:一项回顾性研究
Front Oncol. 2021 Dec 3;11:776997. doi: 10.3389/fonc.2021.776997. eCollection 2021.
9
Racial Differences in BRAF/KRAS Mutation Rates and Survival in Stage III Colon Cancer Patients.III期结肠癌患者BRAF/KRAS突变率及生存率的种族差异
J Natl Cancer Inst. 2015 Jul 9;107(10). doi: 10.1093/jnci/djv186. Print 2015 Oct.
10
Multicenter International Study of the Consensus Immunoscore for the Prediction of Relapse and Survival in Early-Stage Colon Cancer.多中心国际共识免疫评分预测早期结肠癌复发和生存的研究
Cancers (Basel). 2023 Jan 8;15(2):418. doi: 10.3390/cancers15020418.

引用本文的文献

1
Assessment of Immunoscore, MRI Tumor Regression Grade, and Neoadjuvant Rectal Score in Predicting Pathologic Response in Locally Advanced Rectal Cancer in the Averectal Study.在Averectal研究中评估免疫评分、MRI肿瘤退缩分级和新辅助直肠评分对局部晚期直肠癌病理反应的预测价值。
Diagnostics (Basel). 2025 Apr 2;15(7):913. doi: 10.3390/diagnostics15070913.
2
An initial game-theoretic assessment of enhanced tissue preparation and imaging protocols for improved deep learning inference of spatial transcriptomics from tissue morphology.从组织形态学上提高空间转录组学深度学习推断的增强组织准备和成像协议的初步博弈论评估。
Brief Bioinform. 2024 Sep 23;25(6). doi: 10.1093/bib/bbae476.
3

本文引用的文献

1
Cancer statistics, 2019.癌症统计数据,2019 年。
CA Cancer J Clin. 2019 Jan;69(1):7-34. doi: 10.3322/caac.21551. Epub 2019 Jan 8.
2
International validation of the consensus Immunoscore for the classification of colon cancer: a prognostic and accuracy study.共识免疫评分用于结肠癌分类的国际验证:预后和准确性研究。
Lancet. 2018 May 26;391(10135):2128-2139. doi: 10.1016/S0140-6736(18)30789-X. Epub 2018 May 10.
3
NCCN Guidelines Insights: Colon Cancer, Version 2.2018.NCCN 指南解读:结肠癌,第 2.2018 版。
Digital Pathology for Better Clinical Practice.
数字病理学助力优化临床实践。
Cancers (Basel). 2024 Apr 26;16(9):1686. doi: 10.3390/cancers16091686.
4
Principles of risk assessment in colon cancer: immunity is key.结直肠癌风险评估原则:免疫是关键。
Oncoimmunology. 2024 Apr 30;13(1):2347441. doi: 10.1080/2162402X.2024.2347441. eCollection 2024.
5
Analysis of the factors influencing moderate to poor performance status in patients with cancer after chemotherapy: a cross-sectional study comparing three models.分析化疗后癌症患者中中重度表现状态不良的影响因素:三种模型比较的横断面研究。
Sci Rep. 2024 Feb 9;14(1):3336. doi: 10.1038/s41598-024-53481-7.
6
Multi-Institutional Evaluation of Pathologists' Assessment Compared to Immunoscore.与免疫评分相比,病理学家评估的多机构评估
Cancers (Basel). 2023 Aug 10;15(16):4045. doi: 10.3390/cancers15164045.
7
Inferring spatial transcriptomics markers from whole slide images to characterize metastasis-related spatial heterogeneity of colorectal tumors: A pilot study.从全切片图像推断空间转录组学标志物以表征结直肠癌转移相关的空间异质性:一项初步研究。
J Pathol Inform. 2023 Mar 29;14:100308. doi: 10.1016/j.jpi.2023.100308. eCollection 2023.
8
Identification of Spatial Proteomic Signatures of Colon Tumor Metastasis: A Digital Spatial Profiling Approach.鉴定结肠肿瘤转移的空间蛋白质组学特征:一种数字空间分析方法。
Am J Pathol. 2023 Jun;193(6):778-795. doi: 10.1016/j.ajpath.2023.02.020. Epub 2023 Apr 8.
9
The current understanding of the immune landscape relative to radiotherapy across tumor types.当前对各种肿瘤类型的放射治疗相关免疫景观的理解。
Front Immunol. 2023 Mar 16;14:1148692. doi: 10.3389/fimmu.2023.1148692. eCollection 2023.
10
Multicenter International Study of the Consensus Immunoscore for the Prediction of Relapse and Survival in Early-Stage Colon Cancer.多中心国际共识免疫评分预测早期结肠癌复发和生存的研究
Cancers (Basel). 2023 Jan 8;15(2):418. doi: 10.3390/cancers15020418.
J Natl Compr Canc Netw. 2018 Apr;16(4):359-369. doi: 10.6004/jnccn.2018.0021.
4
AJCC 8th Edition: Colorectal Cancer.美国癌症联合委员会第8版:结直肠癌
Ann Surg Oncol. 2018 Jun;25(6):1454-1455. doi: 10.1245/s10434-018-6462-1. Epub 2018 Apr 3.
5
Duration of Adjuvant Chemotherapy for Stage III Colon Cancer.III期结肠癌辅助化疗的疗程
N Engl J Med. 2018 Mar 29;378(13):1177-1188. doi: 10.1056/NEJMoa1713709.
6
Multi-omics Approach Reveals Distinct Differences in Left- and Right-Sided Colon Cancer.多组学分析揭示左、右侧结肠癌的显著差异。
Mol Cancer Res. 2018 Mar;16(3):476-485. doi: 10.1158/1541-7786.MCR-17-0483. Epub 2017 Nov 29.
7
Clinical Features and Outcomes of Patients with Colorectal Cancers Harboring NRAS Mutations.携带NRAS突变的结直肠癌患者的临床特征与预后
Clin Cancer Res. 2017 Aug 15;23(16):4753-4760. doi: 10.1158/1078-0432.CCR-17-0400. Epub 2017 Apr 26.
8
Tumor-Infiltrating Lymphocytes, Crohn's-Like Lymphoid Reaction, and Survival From Colorectal Cancer.肿瘤浸润淋巴细胞、克罗恩样淋巴样反应与结直肠癌生存率
J Natl Cancer Inst. 2016 May 12;108(8). doi: 10.1093/jnci/djw027. Print 2016 Aug.
9
Association of Fusobacterium nucleatum with immunity and molecular alterations in colorectal cancer.具核梭杆菌与结直肠癌免疫及分子改变的关联
World J Gastroenterol. 2016 Jan 14;22(2):557-66. doi: 10.3748/wjg.v22.i2.557.
10
Fusobacterium nucleatum and T Cells in Colorectal Carcinoma.具核梭杆菌与结直肠癌中的 T 细胞
JAMA Oncol. 2015 Aug;1(5):653-61. doi: 10.1001/jamaoncol.2015.1377.