Cargando…

Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma

It is widely acknowledged that metastasis determines the prognosis of pancreatic adenocarcinoma (PAAD), and the liver is the most primary distant metastatic location of PAAD. It is worth exploring the value of liver-metastasis-related genetic prognostic signature (LM-PS) in predicting the clinical o...

Descripción completa

Detalles Bibliográficos
Autores principales: Dong, Yinlei, Tian, Junjie, Yan, Bingqian, Lv, Kun, Li, Ji, Fu, Deliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8286999/
https://www.ncbi.nlm.nih.gov/pubmed/34290570
http://dx.doi.org/10.3389/pore.2021.1609822
_version_ 1783723827308527616
author Dong, Yinlei
Tian, Junjie
Yan, Bingqian
Lv, Kun
Li, Ji
Fu, Deliang
author_facet Dong, Yinlei
Tian, Junjie
Yan, Bingqian
Lv, Kun
Li, Ji
Fu, Deliang
author_sort Dong, Yinlei
collection PubMed
description It is widely acknowledged that metastasis determines the prognosis of pancreatic adenocarcinoma (PAAD), and the liver is the most primary distant metastatic location of PAAD. It is worth exploring the value of liver-metastasis-related genetic prognostic signature (LM-PS) in predicting the clinical outcomes of PAAD patients post R0 resection. We collected 65 tumors and 165 normal pancreatic data from The Cancer Genome Atlas (TCGA) and the Genotype-Tissue Expression project (GTEx), respectively. Differentially expressed genes (DEGs) between primary tumor and normal pancreatic samples were intersected with DEGs between primary tumor samples with liver metastasis and those without new tumor events. The intersected 45 genes were input into univariate Cox regression analysis to identify the prognostic genes. Thirty-three prognostic liver-metastasis-related genes were identified and included in least absolute shrinkage and selection operator (LASSO) analysis to develop a seven-gene LM-PS, which included six risk genes (ANO1, FAM83A, GPR87, ITGB6, KLK10, and SERPINE1) and one protective gene (SMIM32). The PAAD patients were grouped into low- and high-risk groups based on the median value of risk scores. The LM-PS harbored an independent predictive ability to distinguish patients with a high-risk of death and liver metastasis after R0 resection. Moreover, a robust prognostic nomogram based on LM-PS, the number of positive lymph nodes, and histologic grade were established to predict the overall survival of PAAD patients. Besides, a transcription factor‐microRNA coregulatory network was constructed for the seven LM-PS genes, and the immune infiltration and genomic alterations were systematically explored in the TGCA-PAAD cohort.
format Online
Article
Text
id pubmed-8286999
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-82869992021-07-20 Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma Dong, Yinlei Tian, Junjie Yan, Bingqian Lv, Kun Li, Ji Fu, Deliang Pathol Oncol Res Pathology and Oncology Archive It is widely acknowledged that metastasis determines the prognosis of pancreatic adenocarcinoma (PAAD), and the liver is the most primary distant metastatic location of PAAD. It is worth exploring the value of liver-metastasis-related genetic prognostic signature (LM-PS) in predicting the clinical outcomes of PAAD patients post R0 resection. We collected 65 tumors and 165 normal pancreatic data from The Cancer Genome Atlas (TCGA) and the Genotype-Tissue Expression project (GTEx), respectively. Differentially expressed genes (DEGs) between primary tumor and normal pancreatic samples were intersected with DEGs between primary tumor samples with liver metastasis and those without new tumor events. The intersected 45 genes were input into univariate Cox regression analysis to identify the prognostic genes. Thirty-three prognostic liver-metastasis-related genes were identified and included in least absolute shrinkage and selection operator (LASSO) analysis to develop a seven-gene LM-PS, which included six risk genes (ANO1, FAM83A, GPR87, ITGB6, KLK10, and SERPINE1) and one protective gene (SMIM32). The PAAD patients were grouped into low- and high-risk groups based on the median value of risk scores. The LM-PS harbored an independent predictive ability to distinguish patients with a high-risk of death and liver metastasis after R0 resection. Moreover, a robust prognostic nomogram based on LM-PS, the number of positive lymph nodes, and histologic grade were established to predict the overall survival of PAAD patients. Besides, a transcription factor‐microRNA coregulatory network was constructed for the seven LM-PS genes, and the immune infiltration and genomic alterations were systematically explored in the TGCA-PAAD cohort. Frontiers Media S.A. 2021-07-05 /pmc/articles/PMC8286999/ /pubmed/34290570 http://dx.doi.org/10.3389/pore.2021.1609822 Text en Copyright © 2021 Dong, Tian, Yan, Lv, Li and Fu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Pathology and Oncology Archive
Dong, Yinlei
Tian, Junjie
Yan, Bingqian
Lv, Kun
Li, Ji
Fu, Deliang
Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma
title Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma
title_full Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma
title_fullStr Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma
title_full_unstemmed Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma
title_short Liver-Metastasis-Related Genes are Potential Biomarkers for Predicting the Clinical Outcomes of Patients with Pancreatic Adenocarcinoma
title_sort liver-metastasis-related genes are potential biomarkers for predicting the clinical outcomes of patients with pancreatic adenocarcinoma
topic Pathology and Oncology Archive
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8286999/
https://www.ncbi.nlm.nih.gov/pubmed/34290570
http://dx.doi.org/10.3389/pore.2021.1609822
work_keys_str_mv AT dongyinlei livermetastasisrelatedgenesarepotentialbiomarkersforpredictingtheclinicaloutcomesofpatientswithpancreaticadenocarcinoma
AT tianjunjie livermetastasisrelatedgenesarepotentialbiomarkersforpredictingtheclinicaloutcomesofpatientswithpancreaticadenocarcinoma
AT yanbingqian livermetastasisrelatedgenesarepotentialbiomarkersforpredictingtheclinicaloutcomesofpatientswithpancreaticadenocarcinoma
AT lvkun livermetastasisrelatedgenesarepotentialbiomarkersforpredictingtheclinicaloutcomesofpatientswithpancreaticadenocarcinoma
AT liji livermetastasisrelatedgenesarepotentialbiomarkersforpredictingtheclinicaloutcomesofpatientswithpancreaticadenocarcinoma
AT fudeliang livermetastasisrelatedgenesarepotentialbiomarkersforpredictingtheclinicaloutcomesofpatientswithpancreaticadenocarcinoma