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基于癌症基因组图谱的新型预后免疫评分,用于预测结直肠癌患者的总生存期。

A novel prognostic immunoscore based on The Cancer Genome Atlas to predict overall survival in colorectal cancer patients.

机构信息

Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou 215000, JiangSu Province, China.

Department of Surgery, Kunshan Hospital of Traditional Chinese Medicine, Kunshan 215300, JiangSu Province, China.

出版信息

Biosci Rep. 2021 Oct 29;41(10). doi: 10.1042/BSR20210039.

Abstract

Colorectal cancer (CRC) is highly prevalent worldwide. The relationship between the infiltration of immunocytes in CRC and clinical outcome has been investigated in recent years. The present study aims to construct a new prognostic signature using an immunocyte panel. Our novel prognostic immunoscore included 13 types of immunocytes, which were identified by least absolute shrinkage and selection operator (LASSO)-Cox regression. The time-dependent receiver operating characteristic (ROC) curve and Kaplan-Meier survival estimates were applied to evaluate the prognostic ability. Compared with the signature based on a single immune marker (i.e., CD8 mRNA expression and CD8+ expressing T cells), the novel prognostic immunoscore possessed better specificity and sensitivity of prognosis (area under the curves (AUCs) are 0.852, 0.856, and 0.774 for 1-, 2-, and 3-year survival times, respectively). Significant differences were identified between the high and low immunoscore groups in overall survival and disease-free survival in training and validation cohorts. Combining the immunoscore with clinical information may provide a more accurate prognosis for CRC. The immunoscore can identify patients with poor outcomes in the high Tumor Mutational Burden (TMB) group, who may benefit the most from immunotherapy. The immunoscore was also closely related to two immune checkpoints (i.e., PD-L1 and PD-1, r = 0.3087 and r = 0.3341, respectively). Collectively, our study demonstrates that the novel prognostic immunoscore reported here may be useful in distinguishing different prognoses and may improve the clinical management of patients with CRC.

摘要

结直肠癌(CRC)在全球范围内高发。近年来,人们研究了 CRC 中免疫细胞浸润与临床结局的关系。本研究旨在使用免疫细胞面板构建新的预后标志物。我们的新型预后免疫评分包括 13 种免疫细胞,这些细胞是通过最小绝对值收缩和选择算子(LASSO)-Cox 回归确定的。时间依赖性接收器操作特征(ROC)曲线和 Kaplan-Meier 生存估计用于评估预后能力。与基于单一免疫标志物(即 CD8 mRNA 表达和 CD8+表达 T 细胞)的标志物相比,新型预后免疫评分在预后的特异性和敏感性方面具有更好的表现(AUC 分别为 0.852、0.856 和 0.774,用于 1、2 和 3 年的生存时间)。在训练和验证队列中,高免疫评分组和低免疫评分组在总生存和无病生存方面存在显著差异。将免疫评分与临床信息相结合可能为 CRC 提供更准确的预后。免疫评分可识别高肿瘤突变负担(TMB)组中预后不良的患者,这些患者可能最受益于免疫治疗。免疫评分与两种免疫检查点(即 PD-L1 和 PD-1)密切相关(r = 0.3087 和 r = 0.3341)。总之,我们的研究表明,本研究报告的新型预后免疫评分可能有助于区分不同的预后,并可能改善 CRC 患者的临床管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fd5/8529338/18c08d466ec6/bsr-41-bsr20210039-g1.jpg

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