Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC

BackgroundRecurrence of liver metastasis after pancreatectomy is often a predictor of poor prognosis. Comprehensive genomic analysis may contribute to a better understanding of the molecular mechanisms of postoperative liver metastasis and provide new therapeutic targets.MethodsA total of 67 patient...

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Main Authors: Guangfu Wang, Shangnan Dai, Hao Gao, Yong Gao, Lingdi Yin, Kai Zhang, Xumin Huang, Zipeng Lu, Yi Miao
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2021.714718/full
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spelling doaj-afa22edf82f049a68deb1905f557b5782021-08-16T06:31:02ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2021-08-01910.3389/fcell.2021.714718714718Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDACGuangfu Wang0Guangfu Wang1Shangnan Dai2Shangnan Dai3Hao Gao4Hao Gao5Yong Gao6Yong Gao7Lingdi Yin8Lingdi Yin9Kai Zhang10Kai Zhang11Xumin Huang12Xumin Huang13Zipeng Lu14Zipeng Lu15Yi Miao16Yi Miao17Yi Miao18Pancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, First Affiliated Hospital of Nanjing Medical University, Nanjing, ChinaPancreas Institute, Nanjing Medical University, Nanjing, ChinaPancreas Center, The Affiliated BenQ Hospital of Nanjing Medical University, Nanjing, ChinaBackgroundRecurrence of liver metastasis after pancreatectomy is often a predictor of poor prognosis. Comprehensive genomic analysis may contribute to a better understanding of the molecular mechanisms of postoperative liver metastasis and provide new therapeutic targets.MethodsA total of 67 patients from The Cancer Genome Atlas (TCGA) were included in this study. We analyzed differentially expressed genes (DEGs) by R package “DESeq2.” Weighted gene co-expression network analysis (WGCNA) was applied to investigate the key modules and hub genes. Immunohistochemistry was used to analyze tumor cell proliferation index and CD4+ T cells infiltration.ResultsFunctional analysis of DEGs between the liver metastatic and recurrence-free groups was mainly concentrated in the immune response. The liver metastasis group had lower immune and stroma scores and a higher TP53 mutation rate. WGCNA showed that the genes in key modules related to disease-free survival (DFS) and overall survival (OS) were mainly enriched in the cell proliferation process and tumor immune response. Immunohistochemical analysis showed that the pancreatic cancer cells of patients with early postoperative liver metastasis had higher proliferative activity, while the infiltration of CD4+ T cells in tumor specimens was less.ConclusionOur study suggested that increased immune cell infiltration (especially CD4+ T cells) and tumor cell proliferation may play an opposite role in liver metastasis recurrence after pancreatic cancer.https://www.frontiersin.org/articles/10.3389/fcell.2021.714718/fullpancreatic cancerliver metastasisweighted gene co-expression network analysesimmune cell infiltrationcell proliferation
collection DOAJ
language English
format Article
sources DOAJ
author Guangfu Wang
Guangfu Wang
Shangnan Dai
Shangnan Dai
Hao Gao
Hao Gao
Yong Gao
Yong Gao
Lingdi Yin
Lingdi Yin
Kai Zhang
Kai Zhang
Xumin Huang
Xumin Huang
Zipeng Lu
Zipeng Lu
Yi Miao
Yi Miao
Yi Miao
spellingShingle Guangfu Wang
Guangfu Wang
Shangnan Dai
Shangnan Dai
Hao Gao
Hao Gao
Yong Gao
Yong Gao
Lingdi Yin
Lingdi Yin
Kai Zhang
Kai Zhang
Xumin Huang
Xumin Huang
Zipeng Lu
Zipeng Lu
Yi Miao
Yi Miao
Yi Miao
Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC
Frontiers in Cell and Developmental Biology
pancreatic cancer
liver metastasis
weighted gene co-expression network analyses
immune cell infiltration
cell proliferation
author_facet Guangfu Wang
Guangfu Wang
Shangnan Dai
Shangnan Dai
Hao Gao
Hao Gao
Yong Gao
Yong Gao
Lingdi Yin
Lingdi Yin
Kai Zhang
Kai Zhang
Xumin Huang
Xumin Huang
Zipeng Lu
Zipeng Lu
Yi Miao
Yi Miao
Yi Miao
author_sort Guangfu Wang
title Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC
title_short Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC
title_full Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC
title_fullStr Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC
title_full_unstemmed Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC
title_sort opposite roles of tumor cell proliferation and immune cell infiltration in postoperative liver metastasis of pdac
publisher Frontiers Media S.A.
series Frontiers in Cell and Developmental Biology
issn 2296-634X
publishDate 2021-08-01
description BackgroundRecurrence of liver metastasis after pancreatectomy is often a predictor of poor prognosis. Comprehensive genomic analysis may contribute to a better understanding of the molecular mechanisms of postoperative liver metastasis and provide new therapeutic targets.MethodsA total of 67 patients from The Cancer Genome Atlas (TCGA) were included in this study. We analyzed differentially expressed genes (DEGs) by R package “DESeq2.” Weighted gene co-expression network analysis (WGCNA) was applied to investigate the key modules and hub genes. Immunohistochemistry was used to analyze tumor cell proliferation index and CD4+ T cells infiltration.ResultsFunctional analysis of DEGs between the liver metastatic and recurrence-free groups was mainly concentrated in the immune response. The liver metastasis group had lower immune and stroma scores and a higher TP53 mutation rate. WGCNA showed that the genes in key modules related to disease-free survival (DFS) and overall survival (OS) were mainly enriched in the cell proliferation process and tumor immune response. Immunohistochemical analysis showed that the pancreatic cancer cells of patients with early postoperative liver metastasis had higher proliferative activity, while the infiltration of CD4+ T cells in tumor specimens was less.ConclusionOur study suggested that increased immune cell infiltration (especially CD4+ T cells) and tumor cell proliferation may play an opposite role in liver metastasis recurrence after pancreatic cancer.
topic pancreatic cancer
liver metastasis
weighted gene co-expression network analyses
immune cell infiltration
cell proliferation
url https://www.frontiersin.org/articles/10.3389/fcell.2021.714718/full
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