Intron-Retention Neoantigen Load Predicts Favorable Prognosis in Pancreatic Cancer

dc.contributor.authorDong, Chuanpeng
dc.contributor.authorReiter, Jill L.
dc.contributor.authorDong, Edward
dc.contributor.authorWang, Yue
dc.contributor.authorLee, Kelvin P.
dc.contributor.authorLu, Xiongbin
dc.contributor.authorLiu, Yunlong
dc.contributor.departmentBioHealth Informatics, School of Informatics and Computingen_US
dc.date.accessioned2023-05-02T15:01:21Z
dc.date.available2023-05-02T15:01:21Z
dc.date.issued2022
dc.description.abstractPurpose: 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 HLA-I 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 HLA-I 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.en_US
dc.eprint.versionFinal published versionen_US
dc.identifier.citationDong C, Reiter JL, Dong E, et al. Intron-Retention Neoantigen Load Predicts Favorable Prognosis in Pancreatic Cancer. JCO Clin Cancer Inform. 2022;6:e2100124. doi:10.1200/CCI.21.00124en_US
dc.identifier.urihttps://hdl.handle.net/1805/32764
dc.language.isoen_USen_US
dc.publisherAmerican Society of Clinical Oncologyen_US
dc.relation.isversionof10.1200/CCI.21.00124en_US
dc.relation.journalJCO Clinical Cancer Informaticsen_US
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.sourcePMCen_US
dc.subjectIntronsen_US
dc.subjectMutationen_US
dc.subjectPancreatic neoplasmsen_US
dc.titleIntron-Retention Neoantigen Load Predicts Favorable Prognosis in Pancreatic Canceren_US
dc.typeArticleen_US
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