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IP 评分与内源性肿瘤抗原肽加工相关:免疫检查点抑制剂治疗多个队列的候选临床反应评分算法。

IP-score correlated to endogenous tumour antigen peptide processing: A candidate clinical response score algorithm of immune checkpoint inhibitors therapy in multiple cohorts.

机构信息

Department of Urology, Chinese Academy of Medical Sciences, Peking Union Medical College, Peking Union Medical College Hospital, Beijing, China.

Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China.

出版信息

Front Immunol. 2023 Jan 9;13:1085491. doi: 10.3389/fimmu.2022.1085491. eCollection 2022.

DOI:10.3389/fimmu.2022.1085491
PMID:36700205
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9868931/
Abstract

The processing of endogenous tumour antigen peptides was essential for anti-tumour immunity in the tumour microenvironment. A high degree of Endogenous tumour antigen peptide processing has been demonstrated to improve the prognosis of carcinoma patients. However, there is insufficient evidence to prove its effect on the clinical response to immune checkpoint inhibitor therapy. To undertake a more in-depth analysis of the effects of the aforementioned genes on immunotherapy, we constructed a gene set evaluation score system relevant to tumour endogenous antigen peptide therapy using the GSVA approach. This rating mechanism is known as IP score (IPs). Immediately afterwards, we used the TCGA pan-cancer cohorts to conduct a comprehensive analysis of 6 genes in the IPs, and the analysis results showed that these six genes were related to the proportion of CD8 T lymphocytes in a variety of solid tumours. As a prognostic protective factor for solid tumours, patients had better prognosis outcomes in the group with high expression levels of the above genes. We analysed the differential expression of six genes between immune checkpoint inhibitor treatment response and disease progression groups using several treatment cohorts. The results revealed that after treatment with PD-1 or CTLA4 inhibitors, the expression levels of the above six genes were comparatively high in the effective group, but the expression of the signature genes was dramatically downregulated in the ICI-insensitive groups. This indicates that the 6 genes are related to the clinical response to ICI treatment. Finally, we used the GSVA method to evaluate the above signatures, and the results showed that PDCD1, CTAL4, CD274 and LAG3 were significantly higher expressed in the IPs high-expression group; therefore, based on the processing of endogenous antigenic peptides in tumours, a predictive score of clinical response to immune checkpoint inhibitor therapy composed of 6 genes(PSMB8/PSMB9/PSMB10/PSME1/PSME2/IRF1) was constructed, and the role of each independent variable in the signature in the solid tumour microenvironment and the impact on ICI treatment were comprehensively analysed. This study provides a candidate evaluation score for predicting clinical response to immune checkpoint inhibitor therapy.

摘要

内源性肿瘤抗原肽的加工对于肿瘤微环境中的抗肿瘤免疫至关重要。高度的内源性肿瘤抗原肽加工已被证明可改善癌患者的预后。然而,目前尚无足够的证据证明其对免疫检查点抑制剂治疗的临床反应有影响。为了更深入地分析上述基因对免疫治疗的影响,我们使用 GSVA 方法构建了一个与肿瘤内源性抗原肽治疗相关的基因集评估评分系统。该评分机制称为 IP 评分(IPs)。随后,我们使用 TCGA 泛癌队列对 IPs 中的 6 个基因进行了全面分析,分析结果表明,这 6 个基因与多种实体瘤中 CD8 T 淋巴细胞的比例有关。作为实体瘤的预后保护因素,高表达上述基因的患者具有更好的预后结果。我们使用多个治疗队列分析了 6 个基因在免疫检查点抑制剂治疗反应和疾病进展组之间的差异表达。结果表明,在 PD-1 或 CTLA4 抑制剂治疗后,有效组中上述 6 个基因的表达水平较高,但在 ICI 不敏感组中,特征基因的表达显著下调。这表明这 6 个基因与 ICI 治疗的临床反应有关。最后,我们使用 GSVA 方法评估了上述特征,结果表明,在 IPs 高表达组中,PDCD1、CTAL4、CD274 和 LAG3 的表达显著较高;因此,基于肿瘤内源性抗原肽的加工,构建了一个由 6 个基因(PSMB8/PSMB9/PSMB10/PSME1/PSME2/IRF1)组成的预测免疫检查点抑制剂治疗临床反应的预测评分,并综合分析了特征中每个独立变量在实体瘤微环境中的作用及其对 ICI 治疗的影响。这项研究为预测免疫检查点抑制剂治疗的临床反应提供了候选评估评分。

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本文引用的文献

1
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Cancer Immunol Res. 2022 Nov 2;10(11):1398-1406. doi: 10.1158/2326-6066.CIR-22-0249.
2
PDIA5 is Correlated With Immune Infiltration and Predicts Poor Prognosis in Gliomas.PDIA5 与免疫浸润相关,并预测胶质瘤预后不良。
Front Immunol. 2021 Feb 16;12:628966. doi: 10.3389/fimmu.2021.628966. eCollection 2021.
3
Delineating copy number and clonal substructure in human tumors from single-cell transcriptomes.
PSMB8在肝细胞癌中的表达及其潜在作用的综合分析
Dig Dis Sci. 2025 Apr 22. doi: 10.1007/s10620-025-09040-9.
4
Anti-tumor activity of all-trans retinoic acid in gastric-cancer: gene-networks and molecular mechanisms.全反式维甲酸在胃癌中的抗肿瘤活性:基因网络和分子机制。
J Exp Clin Cancer Res. 2023 Nov 11;42(1):298. doi: 10.1186/s13046-023-02869-w.
5
Construction of a cuproptosis-associated lncRNA prognostic signature for bladder cancer and experimental validation of cuproptosis-related lncRNA UBE2Q1-AS1.构建膀胱癌铜死亡相关lncRNA预后特征及铜死亡相关lncRNA UBE2Q1-AS1的实验验证
Front Med (Lausanne). 2023 Aug 8;10:1222543. doi: 10.3389/fmed.2023.1222543. eCollection 2023.
从单细胞转录组中描绘人类肿瘤的拷贝数和克隆亚结构。
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4
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Genome Med. 2020 May 27;12(1):47. doi: 10.1186/s13073-020-00741-6.
10
EPIC: A Tool to Estimate the Proportions of Different Cell Types from Bulk Gene Expression Data.EPIC:一种从批量基因表达数据估计不同细胞类型比例的工具。
Methods Mol Biol. 2020;2120:233-248. doi: 10.1007/978-1-0716-0327-7_17.