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基于PETACC-8和法国IDEA试验中III期结肠癌肿瘤微环境和细胞周期转录组特征的预后模型

Prognostic Models From Transcriptomic Signatures of the Tumor Microenvironment and Cell Cycle in Stage III Colon Cancer From PETACC-8 and IDEA-France Trials.

作者信息

Gallois Claire, Sroussi Marine, André Thierry, Mouillet-Richard Sophie, Agueeff Natacha, Mulot Claire, Vernerey Dewi, Louvet Christophe, Bachet Jean-Baptiste, Dourthe Louis-Marie, Mazard Thibault, Jary Marine, Coutzac Clélia, Lecaille Cédric, Tabernero Josep, Van Laethem Jean-Luc, Lepage Côme, Emile Jean-François, de Reyniès Aurélien, Taieb Julien, Laurent-Puig Pierre

机构信息

Centre de Recherche des Cordeliers, INSERM, Université Paris Cité, Sorbonne Université, Paris, France.

Digestive Oncology Department, Institut du Cancer Paris CARPEM, APHP, APHP Centre, Hôpital Européen G. Pompidou, Université Paris Cité, Paris, France.

出版信息

J Clin Oncol. 2025 May 20;43(15):1765-1776. doi: 10.1200/JCO.23.02262. Epub 2025 Jan 31.

Abstract

PURPOSE

The objective of this work was to establish prognostic models in stage III colon cancer (CC) on the basis of transcriptomic signatures of the tumor microenvironment (TME) and cell cycle from the PETACC-8 (training set) and IDEA-France (validation set) trials.

PATIENTS AND METHODS

3'RNA sequencing was performed in 1,733 patients from the PETACC-8 trial and 1,248 patients from the IDEA-France trial. Four transcriptomic signatures were analyzed: T-cell and macrophage M2 signatures, the expression of CXCL13, and a score on the basis of the Oncotype DX CC Recurrence Score using the same formula from the stromal score and the cell cycle score. The Immune Proliferative Stromal (IPS) score was defined as the number of dichotomized signatures that fall under the category of a dismal prognosis (from 0 to 4). Time to recurrence (TTR) was defined as the time from the date of random assignment to local and/or metastatic relapse and/or death because of CC, whichever occurs first.

RESULTS

High Oncotype-like and M2 scores and low CXCL13 expression and T-cell score were associated with a shorter TTR. A multivariable model including these signatures and all known prognostic factors applied to the IDEA-France cohort by obtaining a value of this model for each patient showed TTR significantly different depending on the quartile of this value and a 3-year rate of patients without recurrence ranging from 56% for the lowest quartile to 89% for the highest quartile ( < .0001). The IPS score was significantly associated with TTR in multivariable analysis.

CONCLUSION

Using transcriptomic data of patients with stage III CC from two large-scale adjuvant trials, a prognostic model on the basis of signatures of the TME and the cell cycle provides important information in addition to known prognostic factors for patient stratification on risk of recurrence.

摘要

目的

本研究旨在基于肿瘤微环境(TME)的转录组特征和细胞周期,利用PETACC - 8(训练集)和IDEA - 法国(验证集)试验的数据,建立III期结肠癌(CC)的预后模型。

患者与方法

对PETACC - 8试验中的1733例患者和IDEA - 法国试验中的1248例患者进行了3'RNA测序。分析了四个转录组特征:T细胞和巨噬细胞M2特征、CXCL13的表达,以及基于Oncotype DX CC复发评分,采用与基质评分和细胞周期评分相同公式计算的一个评分。免疫增殖性基质(IPS)评分定义为属于预后不良类别(范围为0至4)的二分特征数量。复发时间(TTR)定义为从随机分组日期到因CC发生局部和/或远处复发和/或死亡的时间,以先发生者为准。

结果

高Oncotype样评分和M2评分、低CXCL13表达和T细胞评分与较短的TTR相关。通过为每位患者获取该模型的值,将包含这些特征和所有已知预后因素的多变量模型应用于IDEA - 法国队列,结果显示TTR根据该值的四分位数有显著差异,且无复发患者的3年发生率在最低四分位数为56%至最高四分位数为89%之间(<0.0001)。在多变量分析中,IPS评分与TTR显著相关。

结论

利用两项大型辅助试验中III期CC患者的转录组数据,基于TME和细胞周期特征的预后模型除了为患者复发风险分层提供已知预后因素外,还提供了重要信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2c7/12084023/b98ca2a160b2/jco-43-1765-g001.jpg

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