Cargando…

A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma

PURPOSE: Pyroptosis has vital roles in tumorigenesis and cancer development; however, its relationship with cervical squamous cell cancer (CSCC) remains unexplored. In this study, we aimed to develop a CSCC prediction signature related to pyroptosis. PATIENTS AND METHODS: Consensus clustering analys...

Descripción completa

Detalles Bibliográficos
Autores principales: Ou, Tingyu, Wei, Yousheng, Long, Ying, Pan, Xinbin, Yao, Desheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8885126/
https://www.ncbi.nlm.nih.gov/pubmed/35237069
http://dx.doi.org/10.2147/IJGM.S353576
_version_ 1784660335200829440
author Ou, Tingyu
Wei, Yousheng
Long, Ying
Pan, Xinbin
Yao, Desheng
author_facet Ou, Tingyu
Wei, Yousheng
Long, Ying
Pan, Xinbin
Yao, Desheng
author_sort Ou, Tingyu
collection PubMed
description PURPOSE: Pyroptosis has vital roles in tumorigenesis and cancer development; however, its relationship with cervical squamous cell cancer (CSCC) remains unexplored. In this study, we aimed to develop a CSCC prediction signature related to pyroptosis. PATIENTS AND METHODS: Consensus clustering analysis was conducted to detect pyroptosis-related subclusters for CSCC. Next, differentially expressed genes (DEGs) between subclusters were identified. Univariate, least absolute shrinkage and selection operator, and stepwise multivariate Cox regression analyses were applied to establish a prognostic model and a nomogram drawn. Additionally, functional enrichment analysis, tumor mutation burden, and immune characteristics associated with this signature were investigated. RESULTS: We constructed a seven-gene signature that functions as an independent predictor of prognosis in CSCC using data from The Cancer Genome Atlas. Patients with CSCC were divided into two groups based on median risk score, and patients in the low-risk group had significantly longer survival time than those in the high-risk group. Our findings were validated using Gene Expression Omnibus cohort data. We also established a nomogram, to expand the clinical applicability of our findings. The seven gene signature was associated with various molecular pathways, tumor mutation status, and immune microenvironment. CONCLUSION: The pyroptosis-related risk signature consisting of seven genes developed here represents a potential robust biomarker for predicting prognosis and immunotherapy response in patients with CSCC.
format Online
Article
Text
id pubmed-8885126
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Dove
record_format MEDLINE/PubMed
spelling pubmed-88851262022-03-01 A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma Ou, Tingyu Wei, Yousheng Long, Ying Pan, Xinbin Yao, Desheng Int J Gen Med Original Research PURPOSE: Pyroptosis has vital roles in tumorigenesis and cancer development; however, its relationship with cervical squamous cell cancer (CSCC) remains unexplored. In this study, we aimed to develop a CSCC prediction signature related to pyroptosis. PATIENTS AND METHODS: Consensus clustering analysis was conducted to detect pyroptosis-related subclusters for CSCC. Next, differentially expressed genes (DEGs) between subclusters were identified. Univariate, least absolute shrinkage and selection operator, and stepwise multivariate Cox regression analyses were applied to establish a prognostic model and a nomogram drawn. Additionally, functional enrichment analysis, tumor mutation burden, and immune characteristics associated with this signature were investigated. RESULTS: We constructed a seven-gene signature that functions as an independent predictor of prognosis in CSCC using data from The Cancer Genome Atlas. Patients with CSCC were divided into two groups based on median risk score, and patients in the low-risk group had significantly longer survival time than those in the high-risk group. Our findings were validated using Gene Expression Omnibus cohort data. We also established a nomogram, to expand the clinical applicability of our findings. The seven gene signature was associated with various molecular pathways, tumor mutation status, and immune microenvironment. CONCLUSION: The pyroptosis-related risk signature consisting of seven genes developed here represents a potential robust biomarker for predicting prognosis and immunotherapy response in patients with CSCC. Dove 2022-02-24 /pmc/articles/PMC8885126/ /pubmed/35237069 http://dx.doi.org/10.2147/IJGM.S353576 Text en © 2022 Ou et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Ou, Tingyu
Wei, Yousheng
Long, Ying
Pan, Xinbin
Yao, Desheng
A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma
title A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma
title_full A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma
title_fullStr A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma
title_full_unstemmed A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma
title_short A Novel Pyroptosis-Related Prognostic Signature for Cervical Squamous Cell Carcinoma
title_sort novel pyroptosis-related prognostic signature for cervical squamous cell carcinoma
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8885126/
https://www.ncbi.nlm.nih.gov/pubmed/35237069
http://dx.doi.org/10.2147/IJGM.S353576
work_keys_str_mv AT outingyu anovelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT weiyousheng anovelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT longying anovelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT panxinbin anovelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT yaodesheng anovelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT outingyu novelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT weiyousheng novelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT longying novelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT panxinbin novelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma
AT yaodesheng novelpyroptosisrelatedprognosticsignatureforcervicalsquamouscellcarcinoma