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内含子保留的新抗原负荷可预测胰腺癌的良好预后。

Intron-Retention Neoantigen Load Predicts Favorable Prognosis in Pancreatic Cancer.

机构信息

Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN.

Department of BioHealth Informatics, School of Informatics and Computing, Indiana University-Purdue University Indianapolis, Indianapolis, IN.

出版信息

JCO Clin Cancer Inform. 2022 Feb;6:e2100124. doi: 10.1200/CCI.21.00124.

Abstract

PURPOSE

High tumor mutation burden (TMB) in many cancer types is associated with the production of tumor-specific neoantigens, a favorable outcome and response to immune checkpoint blockade (ICB) therapy. Besides mutation-derived neoantigens, aberrant intron retention also produces tumor neopeptides that could trigger an immune response. The relationship between intron-retention-derived tumor neoantigens (IR-neoAg) and clinical outcomes in pancreatic cancer remains uncertain. Here, we quantify IR-neoAg in pancreatic cancer and evaluate whether IR-neoAg load might serve as a biomarker for selecting patients who may benefit from ICB therapy.

METHODS

We developed a computational approach to estimate patient-specific IR-neoAg load from transcriptome data available in The Cancer Genome Atlas pancreatic cancer cohort. Associations between IR-neoAg load and patient overall survival were evaluated using Kaplan-Meier estimates and Cox regression. Differential expression of immune checkpoint and genes was evaluated in tumors with high IR-neoAg load.

RESULTS

High IR-neoAg load predicted better overall survival in pancreatic cancer, although no association was found for TMB. IR-neoAg load remained a significant prognostic factor after adjusting for patient age, sex, tumor stage and grade, and TMB. Moreover, pancreatic tumors with both high IR-neoAg load and high gene expression had similar gene expression profiles as other tumor types that showed response to anti-programmed cell death protein 1 therapy.

CONCLUSION

IR-neoAg load is associated with favorable survival in pancreatic cancer. These findings provide strong evidence for considering IR-neoAgs when selecting patients who might benefit from ICB therapy.

摘要

目的

许多癌症类型中高肿瘤突变负担(TMB)与肿瘤特异性新抗原的产生有关,这是一种有利的预后,并对免疫检查点阻断(ICB)治疗有反应。除了突变衍生的新抗原外,异常的内含子保留也会产生肿瘤新生肽,从而引发免疫反应。胰腺癌中内含子保留衍生的肿瘤新生抗原(IR-neoAg)与临床结果之间的关系仍不确定。在这里,我们量化了胰腺癌中的 IR-neoAg,并评估了 IR-neoAg 负荷是否可以作为选择可能从 ICB 治疗中受益的患者的生物标志物。

方法

我们开发了一种从可用的 TCGA 胰腺癌队列转录组数据中估计患者特异性 IR-neoAg 负荷的计算方法。使用 Kaplan-Meier 估计和 Cox 回归评估 IR-neoAg 负荷与患者总生存期之间的关联。在高 IR-neoAg 负荷的肿瘤中评估免疫检查点和基因的差异表达。

结果

高 IR-neoAg 负荷预测胰腺癌总生存期更好,尽管 TMB 没有关联。在调整患者年龄、性别、肿瘤分期和分级以及 TMB 后,IR-neoAg 负荷仍然是一个显著的预后因素。此外,具有高 IR-neoAg 负荷和高基因表达的胰腺肿瘤与其他对抗程序性细胞死亡蛋白 1 治疗有反应的肿瘤类型具有相似的基因表达谱。

结论

IR-neoAg 负荷与胰腺癌的生存有利相关。这些发现为在选择可能从 ICB 治疗中受益的患者时考虑 IR-neoAgs 提供了有力的证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9c/8846286/3986a8333a14/cci-6-e2100124-g001.jpg

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