Cargando…

An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis

Gallbladder cancer (GBC) has a lower incidence rate among the population relative to other cancer types but is a major contributor to the total number of biliary tract system cancer cases. GBC is distinguished from other malignancies by its high mortality, marked geographical variation and poor prog...

Descripción completa

Detalles Bibliográficos
Autores principales: Roy, Nabanita, Kshattry, Mrinmoy, Mandal, Susmita, Jolly, Mohit Kumar, Bhattacharyya, Dhruba Kumar, Barah, Pankaj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397040/
https://www.ncbi.nlm.nih.gov/pubmed/34441816
http://dx.doi.org/10.3390/jcm10163520
_version_ 1783744524319719424
author Roy, Nabanita
Kshattry, Mrinmoy
Mandal, Susmita
Jolly, Mohit Kumar
Bhattacharyya, Dhruba Kumar
Barah, Pankaj
author_facet Roy, Nabanita
Kshattry, Mrinmoy
Mandal, Susmita
Jolly, Mohit Kumar
Bhattacharyya, Dhruba Kumar
Barah, Pankaj
author_sort Roy, Nabanita
collection PubMed
description Gallbladder cancer (GBC) has a lower incidence rate among the population relative to other cancer types but is a major contributor to the total number of biliary tract system cancer cases. GBC is distinguished from other malignancies by its high mortality, marked geographical variation and poor prognosis. To date no systemic targeted therapy is available for GBC. The main objective of this study is to determine the molecular signatures correlated with GBC development using integrative systems level approaches. We performed analysis of publicly available transcriptomic data to identify differentially regulated genes and pathways. Differential co-expression network analysis and transcriptional regulatory network analysis was performed to identify hub genes and hub transcription factors (TFs) associated with GBC pathogenesis and progression. Subsequently, we assessed the epithelial-mesenchymal transition (EMT) status of the hub genes using a combination of three scoring methods. The identified hub genes including, CDC6, MAPK15, CCNB2, BIRC7, L3MBTL1 were found to be regulators of cell cycle components which suggested their potential role in GBC pathogenesis and progression.
format Online
Article
Text
id pubmed-8397040
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83970402021-08-28 An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis Roy, Nabanita Kshattry, Mrinmoy Mandal, Susmita Jolly, Mohit Kumar Bhattacharyya, Dhruba Kumar Barah, Pankaj J Clin Med Article Gallbladder cancer (GBC) has a lower incidence rate among the population relative to other cancer types but is a major contributor to the total number of biliary tract system cancer cases. GBC is distinguished from other malignancies by its high mortality, marked geographical variation and poor prognosis. To date no systemic targeted therapy is available for GBC. The main objective of this study is to determine the molecular signatures correlated with GBC development using integrative systems level approaches. We performed analysis of publicly available transcriptomic data to identify differentially regulated genes and pathways. Differential co-expression network analysis and transcriptional regulatory network analysis was performed to identify hub genes and hub transcription factors (TFs) associated with GBC pathogenesis and progression. Subsequently, we assessed the epithelial-mesenchymal transition (EMT) status of the hub genes using a combination of three scoring methods. The identified hub genes including, CDC6, MAPK15, CCNB2, BIRC7, L3MBTL1 were found to be regulators of cell cycle components which suggested their potential role in GBC pathogenesis and progression. MDPI 2021-08-10 /pmc/articles/PMC8397040/ /pubmed/34441816 http://dx.doi.org/10.3390/jcm10163520 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Roy, Nabanita
Kshattry, Mrinmoy
Mandal, Susmita
Jolly, Mohit Kumar
Bhattacharyya, Dhruba Kumar
Barah, Pankaj
An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis
title An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis
title_full An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis
title_fullStr An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis
title_full_unstemmed An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis
title_short An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis
title_sort integrative systems biology approach identifies molecular signatures associated with gallbladder cancer pathogenesis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397040/
https://www.ncbi.nlm.nih.gov/pubmed/34441816
http://dx.doi.org/10.3390/jcm10163520
work_keys_str_mv AT roynabanita anintegrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT kshattrymrinmoy anintegrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT mandalsusmita anintegrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT jollymohitkumar anintegrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT bhattacharyyadhrubakumar anintegrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT barahpankaj anintegrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT roynabanita integrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT kshattrymrinmoy integrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT mandalsusmita integrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT jollymohitkumar integrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT bhattacharyyadhrubakumar integrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis
AT barahpankaj integrativesystemsbiologyapproachidentifiesmolecularsignaturesassociatedwithgallbladdercancerpathogenesis