PAC-5 gene expression signature for predicting prognosis of patients with pancreatic adenocarcinoma

Jieun Kim, Yong Hwa Jo, Miran Jang, Ngoc Ngo Yen Nguyen, Hyeong Rok Yun, Seok Hoon Ko, Yoonhwa Shin, Ju Seog Lee, Insug Kang, Joohun Ha, Tae Gyu Choi, Sung Soo Kim

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

Pancreatic adenocarcinoma (PAC) is one of the most aggressive malignancies. Intratumoural molecular heterogeneity impedes improvement of the overall survival rate. Current pathological staging system is not sufficient to accurately predict prognostic outcomes. Thus, accurate prognostic model for patient survival and treatment decision is demanded. Using differentially expressed gene analysis between normal pancreas and PAC tissues, the cancer-specific genes were identified. A prognostic gene expression model was computed by LASSO regression analysis. The PAC-5 signature (LAMA3, E2F7, IFI44, SLC12A2, and LRIG1) that had significant prognostic value in the overall dataset was established, independently of the pathological stage. We provided evidence that the PAC-5 signature further refined the selection of the PAC patients who might benefit from postoperative therapies. SLC12A2 and LRIG1 interacted with the proteins that were implicated in resistance of EGFR kinase inhibitor. DNA methylation was significantly involved in the gene regulations of the PAC-5 signature. The PAC-5 signature provides new possibilities for improving the personalised therapeutic strategies. We suggest that the PAC-5 genes might be potential drug targets for PAC.

Original languageEnglish (US)
Article number1749
JournalCancers
Volume11
Issue number11
DOIs
StatePublished - Nov 2019

Keywords

  • Adjuvant therapies
  • Gene expression signature
  • Pancreatic adenocarcinoma
  • Prognostic prediction

ASJC Scopus subject areas

  • Oncology
  • Cancer Research

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