Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumors

Background: Mammalian WD-repeat protein 12 (WDR12), a family member of proteins containing repeats of tryptophan-aspartic acid (WD), is a potential homolog of yeast Ytm1p and consists of seven repeats of WD.Aim of the study: This study aims to investigate the potential oncogenic effects of WDR12 in...

Full description

Bibliographic Details
Main Authors: Refaat A. Eid, Muhammad Alaa Eldeen, Mohamed A. Soltan, Mubarak Al-Shraim, Majed Aldehri, Leena S. Alqahtani, Ghadi Alsharif, Sarah Albogami, Ibrahim Jafri, Eman Fayad, Moon Nyeo Park, Shabana Bibi, Mohammed Y. Behairy, Bonglee Kim, Mohamed Samir A. Zaki
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.1008502/full
_version_ 1797951844425662464
author Refaat A. Eid
Muhammad Alaa Eldeen
Mohamed A. Soltan
Mubarak Al-Shraim
Majed Aldehri
Leena S. Alqahtani
Ghadi Alsharif
Sarah Albogami
Ibrahim Jafri
Eman Fayad
Moon Nyeo Park
Shabana Bibi
Shabana Bibi
Mohammed Y. Behairy
Bonglee Kim
Mohamed Samir A. Zaki
Mohamed Samir A. Zaki
author_facet Refaat A. Eid
Muhammad Alaa Eldeen
Mohamed A. Soltan
Mubarak Al-Shraim
Majed Aldehri
Leena S. Alqahtani
Ghadi Alsharif
Sarah Albogami
Ibrahim Jafri
Eman Fayad
Moon Nyeo Park
Shabana Bibi
Shabana Bibi
Mohammed Y. Behairy
Bonglee Kim
Mohamed Samir A. Zaki
Mohamed Samir A. Zaki
author_sort Refaat A. Eid
collection DOAJ
description Background: Mammalian WD-repeat protein 12 (WDR12), a family member of proteins containing repeats of tryptophan-aspartic acid (WD), is a potential homolog of yeast Ytm1p and consists of seven repeats of WD.Aim of the study: This study aims to investigate the potential oncogenic effects of WDR12 in various human malignancies throughout a pan-cancer analysis that has been carried out to examine the various patterns in which this gene is expressed and behaves in tumor tissues.Methods: Herein, we used The Cancer Genome Atlas (TCGA) and various computational tools to explore expression profiles, prognostic relevance, genetic mutations, immune cell infiltration, as well as the functional characteristics of WDR12 in multiple human cancers.Results: We found that WDR12 was inconsistently expressed in various cancers and that variations in WDR12 expression predicted survival consequences for cancer patients. Furthermore, we observed a significant correlation between WDR12 gene mutation levels and the prognosis of some tumors. Furthermore, significant correlations were found between WDR12 expression patterns and cancer-associated fibroblast (CAF) infiltration, myeloid-derived suppressor cells (MDSCs), tumor mutation burden, microsatellite instability and immunoregulators. Ultimately, pathway enrichment analysis revealed that WDR12-related pathways are involved in carcinogenesis.Conclusions: The findings of our study are stisfactory, demonstrating that WDR12 could serve as a promising reliable prognostic biomarker, as well as a therapeutic target for novel cancer therapeutic approaches.
first_indexed 2024-04-10T22:36:59Z
format Article
id doaj.art-1cd89c18f86348dc97d322c460dd403d
institution Directory Open Access Journal
issn 1664-8021
language English
last_indexed 2024-04-10T22:36:59Z
publishDate 2023-01-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Genetics
spelling doaj.art-1cd89c18f86348dc97d322c460dd403d2023-01-16T11:11:04ZengFrontiers Media S.A.Frontiers in Genetics1664-80212023-01-011310.3389/fgene.2022.10085021008502Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumorsRefaat A. Eid0Muhammad Alaa Eldeen1Mohamed A. Soltan2Mubarak Al-Shraim3Majed Aldehri4Leena S. Alqahtani5Ghadi Alsharif6Sarah Albogami7Ibrahim Jafri8Eman Fayad9Moon Nyeo Park10Shabana Bibi11Shabana Bibi12Mohammed Y. Behairy13Bonglee Kim14Mohamed Samir A. Zaki15Mohamed Samir A. Zaki16Pathology Department, College of Medicine, King Khalid University, Abha, Saudi ArabiaCell Biology, Histology & Genetics Division, Biology Department, Faculty of Science, Zagazig University, Zagazig, EgyptDepartment of Microbiology and Immunology, Faculty of Pharmacy, Sinai University, Ismailia, EgyptPathology Department, College of Medicine, King Khalid University, Abha, Saudi ArabiaAnatomy Department, College of Medicine, King Khalid University, Abha, Saudi ArabiaDepartment of Biochemistry, College of Science, University of Jeddah, Jeddah, Saudi ArabiaCollege of Clinical Laboratory Sciences, King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi ArabiaDepartment of Biotechnology, College of Sciences, Taif University, Taif, Saudi ArabiaDepartment of Biotechnology, College of Sciences, Taif University, Taif, Saudi ArabiaDepartment of Biotechnology, College of Sciences, Taif University, Taif, Saudi ArabiaDepartment of Pathology, College of Korean Medicine, Kyung Hee University, Seoul, South KoreaDepartment of Biosciences, Shifa Tameer-e-Millat University, Islamabad, Pakistan0Yunnan Herbal Laboratory, College of Ecology and Environmental Sciences, Yunnan University, Kunming, Yunnan, China1Department of Microbiology and Immunology, Faculty of Pharmacy, University of Sadat City, Sadat City, EgyptDepartment of Pathology, College of Korean Medicine, Kyung Hee University, Seoul, South KoreaAnatomy Department, College of Medicine, King Khalid University, Abha, Saudi Arabia2Department of Histology and Cell Biology, College of Medicine, Zagazig University, Zagazig, EgyptBackground: Mammalian WD-repeat protein 12 (WDR12), a family member of proteins containing repeats of tryptophan-aspartic acid (WD), is a potential homolog of yeast Ytm1p and consists of seven repeats of WD.Aim of the study: This study aims to investigate the potential oncogenic effects of WDR12 in various human malignancies throughout a pan-cancer analysis that has been carried out to examine the various patterns in which this gene is expressed and behaves in tumor tissues.Methods: Herein, we used The Cancer Genome Atlas (TCGA) and various computational tools to explore expression profiles, prognostic relevance, genetic mutations, immune cell infiltration, as well as the functional characteristics of WDR12 in multiple human cancers.Results: We found that WDR12 was inconsistently expressed in various cancers and that variations in WDR12 expression predicted survival consequences for cancer patients. Furthermore, we observed a significant correlation between WDR12 gene mutation levels and the prognosis of some tumors. Furthermore, significant correlations were found between WDR12 expression patterns and cancer-associated fibroblast (CAF) infiltration, myeloid-derived suppressor cells (MDSCs), tumor mutation burden, microsatellite instability and immunoregulators. Ultimately, pathway enrichment analysis revealed that WDR12-related pathways are involved in carcinogenesis.Conclusions: The findings of our study are stisfactory, demonstrating that WDR12 could serve as a promising reliable prognostic biomarker, as well as a therapeutic target for novel cancer therapeutic approaches.https://www.frontiersin.org/articles/10.3389/fgene.2022.1008502/fullWDR12pan-cancerprognosisimmunotherapyexpression
spellingShingle Refaat A. Eid
Muhammad Alaa Eldeen
Mohamed A. Soltan
Mubarak Al-Shraim
Majed Aldehri
Leena S. Alqahtani
Ghadi Alsharif
Sarah Albogami
Ibrahim Jafri
Eman Fayad
Moon Nyeo Park
Shabana Bibi
Shabana Bibi
Mohammed Y. Behairy
Bonglee Kim
Mohamed Samir A. Zaki
Mohamed Samir A. Zaki
Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumors
Frontiers in Genetics
WDR12
pan-cancer
prognosis
immunotherapy
expression
title Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumors
title_full Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumors
title_fullStr Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumors
title_full_unstemmed Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumors
title_short Integrative analysis of WDR12 as a potential prognostic and immunological biomarker in multiple human tumors
title_sort integrative analysis of wdr12 as a potential prognostic and immunological biomarker in multiple human tumors
topic WDR12
pan-cancer
prognosis
immunotherapy
expression
url https://www.frontiersin.org/articles/10.3389/fgene.2022.1008502/full
work_keys_str_mv AT refaataeid integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT muhammadalaaeldeen integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT mohamedasoltan integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT mubarakalshraim integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT majedaldehri integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT leenasalqahtani integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT ghadialsharif integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT sarahalbogami integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT ibrahimjafri integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT emanfayad integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT moonnyeopark integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT shabanabibi integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT shabanabibi integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT mohammedybehairy integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT bongleekim integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT mohamedsamirazaki integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors
AT mohamedsamirazaki integrativeanalysisofwdr12asapotentialprognosticandimmunologicalbiomarkerinmultiplehumantumors