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Published in: Medical Oncology 5/2020

01-05-2020 | Original Paper

Comparative bioinformatical analysis of pancreatic head cancer and pancreatic body/tail cancer

Authors: Lingdi Yin, Linmei Xiao, Yong Gao, Guangfu Wang, Hao Gao, Yunpeng Peng, Xiaole Zhu, Jishu Wei, Yi Miao, Kuirong Jiang, Zipeng Lu

Published in: Medical Oncology | Issue 5/2020

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Abstract

This study is to analyze differentially expressed genes (DEGs) and mutation signatures of pancreatic head cancer and pancreatic body/tail cancer. Pancreatic Adenocarcinoma (PAAD) RNA-seq data, mutation data and clinical data were downloaded and collected from The Cancer Genome Atlas (TCGA), FireHose and CBioPortal. According to the anatomic location, the patients were divided into 146 cases of pancreatic head cancer and 28 cases of pancreatic body/tail cancer. Then survival analysis was performed by Kaplan–Meier and log-rank test. Furthermore, DEGs were screened by R package Deseq2. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) and protein–protein interaction (PPI) were then carried out by DAVID and String. Online tool TIMER was used to analyze the immune cells infiltration. R package maftools and GenVisR were applied to analyze frequently mutated genes and mutant-allele tumor heterogeneity (MATH) of PAAD. Survival of patients with pancreatic body/tail cancer was better than those with pancreatic head cancer (median survival, 24.05 vs 19.45 months, p = 0.048). And 496 significant DEGs (|log2 FoldChange| > 1.5,false discovery rate (FDR) < 0.05) were identified, including 253 downregulated genes and 243 upregulated genes. And there were 13 Go terms (4 biological processes, 6 cellular components and 3 molecular functions) and 3 KEGG pathways (Pancreatic secretion, Fat digestion and absorption, Protein digestion and absorption) (FDR < 0.05). B cells and CD4 + T cells infiltration were more significant in pancreatic head cancer. MATH scores of pancreatic body/tail cancer were higher than pancreatic head cancer, while χ2 test of top 10 frequently mutated genes showed little difference between them. There were prognostic and genetic differences between pancreatic head cancer and pancreatic body/tail cancer. PAAD originated from different location may have different biology natures and should not be treated with same strategy.
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Literature
3.
go back to reference Neoptolemos JPPD, Ghaneh P, et al. Comparison of adjuvant gemcitabine and capecitabine with gemcitabine monotherapy in patients with resected pancreatic cancer (ESPAC-4): a multicentre, open-label, randomised, phase 3 trial. Lancet. 2017;389:1011–24.CrossRef Neoptolemos JPPD, Ghaneh P, et al. Comparison of adjuvant gemcitabine and capecitabine with gemcitabine monotherapy in patients with resected pancreatic cancer (ESPAC-4): a multicentre, open-label, randomised, phase 3 trial. Lancet. 2017;389:1011–24.CrossRef
7.
go back to reference Watanabe I, Sasaki S, Konishi M, Nakagohri T, Inoue K, Oda T, et al. Onset Symptoms and Tumor Locations as Prognostic Factors of Pancreatic Cancer. 2004;28(2):160–5. Watanabe I, Sasaki S, Konishi M, Nakagohri T, Inoue K, Oda T, et al. Onset Symptoms and Tumor Locations as Prognostic Factors of Pancreatic Cancer. 2004;28(2):160–5.
9.
go back to reference Ling Q, Xu X, Zheng S-S, Kalthoff H. The diversity between pancreatic head and body/tail cancers: clinical parameters and in vitro models. Hepatobiliary Pancreatic Dis Int. 2013;12(5):480–7.CrossRef Ling Q, Xu X, Zheng S-S, Kalthoff H. The diversity between pancreatic head and body/tail cancers: clinical parameters and in vitro models. Hepatobiliary Pancreatic Dis Int. 2013;12(5):480–7.CrossRef
11.
go back to reference Bailey P, Chang DK, Nones K, Johns AL, Patch A-M, Gingras M-C, et al. Genomic analyses identify molecular subtypes of pancreatic cancer. Nature. 2016;531(7592):47–52.CrossRef Bailey P, Chang DK, Nones K, Johns AL, Patch A-M, Gingras M-C, et al. Genomic analyses identify molecular subtypes of pancreatic cancer. Nature. 2016;531(7592):47–52.CrossRef
28.
go back to reference Pylayeva-Gupta Y, Das S, Handler JS, Hajdu CH, Coffre M, Koralov SB, et al. IL35-producing B cells promote the development of pancreatic neoplasia. Cancer Discov. 2016;6(3):247–55.CrossRef Pylayeva-Gupta Y, Das S, Handler JS, Hajdu CH, Coffre M, Koralov SB, et al. IL35-producing B cells promote the development of pancreatic neoplasia. Cancer Discov. 2016;6(3):247–55.CrossRef
29.
go back to reference Liu L, Zhao G, Wu W, Rong Y, Jin D, Wang D, et al. Low intratumoral regulatory T cells and high peritumoral CD8+ T cells relate to long-term survival in patients with pancreatic ductal adenocarcinoma after pancreatectomy. Cancer Immunol Immunother. 2016;65(1):73–82.CrossRef Liu L, Zhao G, Wu W, Rong Y, Jin D, Wang D, et al. Low intratumoral regulatory T cells and high peritumoral CD8+ T cells relate to long-term survival in patients with pancreatic ductal adenocarcinoma after pancreatectomy. Cancer Immunol Immunother. 2016;65(1):73–82.CrossRef
Metadata
Title
Comparative bioinformatical analysis of pancreatic head cancer and pancreatic body/tail cancer
Authors
Lingdi Yin
Linmei Xiao
Yong Gao
Guangfu Wang
Hao Gao
Yunpeng Peng
Xiaole Zhu
Jishu Wei
Yi Miao
Kuirong Jiang
Zipeng Lu
Publication date
01-05-2020
Publisher
Springer US
Published in
Medical Oncology / Issue 5/2020
Print ISSN: 1357-0560
Electronic ISSN: 1559-131X
DOI
https://doi.org/10.1007/s12032-020-01370-0

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