Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.

Extramammary Paget's disease (EMPD) is an intra-epidermal adenocarcinoma. Till now, the mechanisms underlying the pathogenesis of scrotal EMPD is poorly known. This present study aims to explore the knowledge of molecular mechanism of scrotal EMPD by identifying the hub genes and candidate drug...

Full description

Bibliographic Details
Main Authors: Fatima Noor, Muhammad Hamzah Saleem, Jen-Tsung Chen, Muhammad Rizwan Javed, Wafa Abdullah Al-Megrin, Sidra Aslam
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0254678
id doaj-eb9be43ca377466dabffd8f84739baeb
record_format Article
spelling doaj-eb9be43ca377466dabffd8f84739baeb2021-08-03T04:32:45ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01167e025467810.1371/journal.pone.0254678Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.Fatima NoorMuhammad Hamzah SaleemJen-Tsung ChenMuhammad Rizwan JavedWafa Abdullah Al-MegrinSidra AslamExtramammary Paget's disease (EMPD) is an intra-epidermal adenocarcinoma. Till now, the mechanisms underlying the pathogenesis of scrotal EMPD is poorly known. This present study aims to explore the knowledge of molecular mechanism of scrotal EMPD by identifying the hub genes and candidate drugs using integrated bioinformatics approaches. Firstly, the microarray datasets (GSE117285) were downloaded from the GEO database and then analyzed using GEO2R in order to obtain differentially expressed genes (DEGs). Moreover, hub genes were identified on the basis of their degree of connectivity using Cytohubba plugin of cytoscape tool. Finally, GEPIA and DGIdb were used for the survival analysis and selection of therapeutic candidates, respectively. A total of 786 DEGs were identified, of which 10 genes were considered as hub genes on the basis of the highest degree of connectivity. After the survival analysis of ten hub genes, a total of 5 genes were found to be altered in EMPD patients. Furthermore, 14 drugs of CHEK1, CCNA2, and CDK1 were found to have therapeutic potential against EMPD. This study updates the information and yields a new perspective in the context of understanding the pathogenesis of EMPD. In future, hub genes and candidate drugs might be capable of improving the personalized detection and therapies for EMPD.https://doi.org/10.1371/journal.pone.0254678
collection DOAJ
language English
format Article
sources DOAJ
author Fatima Noor
Muhammad Hamzah Saleem
Jen-Tsung Chen
Muhammad Rizwan Javed
Wafa Abdullah Al-Megrin
Sidra Aslam
spellingShingle Fatima Noor
Muhammad Hamzah Saleem
Jen-Tsung Chen
Muhammad Rizwan Javed
Wafa Abdullah Al-Megrin
Sidra Aslam
Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.
PLoS ONE
author_facet Fatima Noor
Muhammad Hamzah Saleem
Jen-Tsung Chen
Muhammad Rizwan Javed
Wafa Abdullah Al-Megrin
Sidra Aslam
author_sort Fatima Noor
title Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.
title_short Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.
title_full Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.
title_fullStr Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.
title_full_unstemmed Integrative bioinformatics approaches to map key biological markers and therapeutic drugs in Extramammary Paget's disease of the scrotum.
title_sort integrative bioinformatics approaches to map key biological markers and therapeutic drugs in extramammary paget's disease of the scrotum.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description Extramammary Paget's disease (EMPD) is an intra-epidermal adenocarcinoma. Till now, the mechanisms underlying the pathogenesis of scrotal EMPD is poorly known. This present study aims to explore the knowledge of molecular mechanism of scrotal EMPD by identifying the hub genes and candidate drugs using integrated bioinformatics approaches. Firstly, the microarray datasets (GSE117285) were downloaded from the GEO database and then analyzed using GEO2R in order to obtain differentially expressed genes (DEGs). Moreover, hub genes were identified on the basis of their degree of connectivity using Cytohubba plugin of cytoscape tool. Finally, GEPIA and DGIdb were used for the survival analysis and selection of therapeutic candidates, respectively. A total of 786 DEGs were identified, of which 10 genes were considered as hub genes on the basis of the highest degree of connectivity. After the survival analysis of ten hub genes, a total of 5 genes were found to be altered in EMPD patients. Furthermore, 14 drugs of CHEK1, CCNA2, and CDK1 were found to have therapeutic potential against EMPD. This study updates the information and yields a new perspective in the context of understanding the pathogenesis of EMPD. In future, hub genes and candidate drugs might be capable of improving the personalized detection and therapies for EMPD.
url https://doi.org/10.1371/journal.pone.0254678
work_keys_str_mv AT fatimanoor integrativebioinformaticsapproachestomapkeybiologicalmarkersandtherapeuticdrugsinextramammarypagetsdiseaseofthescrotum
AT muhammadhamzahsaleem integrativebioinformaticsapproachestomapkeybiologicalmarkersandtherapeuticdrugsinextramammarypagetsdiseaseofthescrotum
AT jentsungchen integrativebioinformaticsapproachestomapkeybiologicalmarkersandtherapeuticdrugsinextramammarypagetsdiseaseofthescrotum
AT muhammadrizwanjaved integrativebioinformaticsapproachestomapkeybiologicalmarkersandtherapeuticdrugsinextramammarypagetsdiseaseofthescrotum
AT wafaabdullahalmegrin integrativebioinformaticsapproachestomapkeybiologicalmarkersandtherapeuticdrugsinextramammarypagetsdiseaseofthescrotum
AT sidraaslam integrativebioinformaticsapproachestomapkeybiologicalmarkersandtherapeuticdrugsinextramammarypagetsdiseaseofthescrotum
_version_ 1721224020999798784