Cargando…
A comprehensive analysis of the role of QPRT in breast cancer
To explore the clinical role of QPRT in breast cancer. The gene expression, methylation levels and prognostic value of QPRT in breast cancer was analyzed using TCGA data. Validation was performed using the data from GEO dataset and TNMPLOT database. Meta analysis method was used to pool the survival...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507026/ https://www.ncbi.nlm.nih.gov/pubmed/37723185 http://dx.doi.org/10.1038/s41598-023-42566-4 |
_version_ | 1785107221161443328 |
---|---|
author | Yan, Yiqing Li, Lun Wang, Zixin Pang, Jian Guan, Xinyu Yuan, Yunchang Xia, Zhenkun Yi, Wenjun |
author_facet | Yan, Yiqing Li, Lun Wang, Zixin Pang, Jian Guan, Xinyu Yuan, Yunchang Xia, Zhenkun Yi, Wenjun |
author_sort | Yan, Yiqing |
collection | PubMed |
description | To explore the clinical role of QPRT in breast cancer. The gene expression, methylation levels and prognostic value of QPRT in breast cancer was analyzed using TCGA data. Validation was performed using the data from GEO dataset and TNMPLOT database. Meta analysis method was used to pool the survival data for QPRT. The predictive values of QPRT for different drugs were retrieved from the ROC plot. The expression differences of QPRT in acquired drug-resistant and sensitive cell lines were analyzed using GEO datasets. GO and KEGG enrichment analysis were conducted for those genes which were highly co-expressed with QPRT in tissue based on TCGA data and which changed after QPRT knockdown. Timer2.0 was utilized to explore the correlation between QPRT and immune cells infiltration, and the Human Protein Atlas was used to analyse QPRT’s single-cell sequencing data across different human tissues. The expression of QPRT in different types of macrophages, and the expression of QPRT were analysed after coculturing HER2+ breast cancer cells with macrophages. Additionally, TargetScan, Comparative Toxicogenomics and the connectivity map were used to research miRNAs and drugs that could regulate QPRT expression. Cytoscape was used to map the interaction networks between QPRT and other proteins. QPRT was highly expressed in breast cancer tissue and highly expressed in HER2+ breast cancer patients (P < 0.01). High QPRT expression levels were associated with worse OS, DMFS, and RFS (P < 0.01). Two sites (cg02640602 and cg06453916) were found to be potential regulators of breast cancer (P < 0.01). QPRT might predict survival benefits in breast cancer patients who received taxane or anthracycline. QPRT was associated with tumour immunity, especially in macrophages. QPRT may influence the occurrence and progression of breast cancer through the PI3K-AKT signalling pathway, Wnt signalling pathway, and cell cycle-related molecules. |
format | Online Article Text |
id | pubmed-10507026 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105070262023-09-20 A comprehensive analysis of the role of QPRT in breast cancer Yan, Yiqing Li, Lun Wang, Zixin Pang, Jian Guan, Xinyu Yuan, Yunchang Xia, Zhenkun Yi, Wenjun Sci Rep Article To explore the clinical role of QPRT in breast cancer. The gene expression, methylation levels and prognostic value of QPRT in breast cancer was analyzed using TCGA data. Validation was performed using the data from GEO dataset and TNMPLOT database. Meta analysis method was used to pool the survival data for QPRT. The predictive values of QPRT for different drugs were retrieved from the ROC plot. The expression differences of QPRT in acquired drug-resistant and sensitive cell lines were analyzed using GEO datasets. GO and KEGG enrichment analysis were conducted for those genes which were highly co-expressed with QPRT in tissue based on TCGA data and which changed after QPRT knockdown. Timer2.0 was utilized to explore the correlation between QPRT and immune cells infiltration, and the Human Protein Atlas was used to analyse QPRT’s single-cell sequencing data across different human tissues. The expression of QPRT in different types of macrophages, and the expression of QPRT were analysed after coculturing HER2+ breast cancer cells with macrophages. Additionally, TargetScan, Comparative Toxicogenomics and the connectivity map were used to research miRNAs and drugs that could regulate QPRT expression. Cytoscape was used to map the interaction networks between QPRT and other proteins. QPRT was highly expressed in breast cancer tissue and highly expressed in HER2+ breast cancer patients (P < 0.01). High QPRT expression levels were associated with worse OS, DMFS, and RFS (P < 0.01). Two sites (cg02640602 and cg06453916) were found to be potential regulators of breast cancer (P < 0.01). QPRT might predict survival benefits in breast cancer patients who received taxane or anthracycline. QPRT was associated with tumour immunity, especially in macrophages. QPRT may influence the occurrence and progression of breast cancer through the PI3K-AKT signalling pathway, Wnt signalling pathway, and cell cycle-related molecules. Nature Publishing Group UK 2023-09-18 /pmc/articles/PMC10507026/ /pubmed/37723185 http://dx.doi.org/10.1038/s41598-023-42566-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Yan, Yiqing Li, Lun Wang, Zixin Pang, Jian Guan, Xinyu Yuan, Yunchang Xia, Zhenkun Yi, Wenjun A comprehensive analysis of the role of QPRT in breast cancer |
title | A comprehensive analysis of the role of QPRT in breast cancer |
title_full | A comprehensive analysis of the role of QPRT in breast cancer |
title_fullStr | A comprehensive analysis of the role of QPRT in breast cancer |
title_full_unstemmed | A comprehensive analysis of the role of QPRT in breast cancer |
title_short | A comprehensive analysis of the role of QPRT in breast cancer |
title_sort | comprehensive analysis of the role of qprt in breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507026/ https://www.ncbi.nlm.nih.gov/pubmed/37723185 http://dx.doi.org/10.1038/s41598-023-42566-4 |
work_keys_str_mv | AT yanyiqing acomprehensiveanalysisoftheroleofqprtinbreastcancer AT lilun acomprehensiveanalysisoftheroleofqprtinbreastcancer AT wangzixin acomprehensiveanalysisoftheroleofqprtinbreastcancer AT pangjian acomprehensiveanalysisoftheroleofqprtinbreastcancer AT guanxinyu acomprehensiveanalysisoftheroleofqprtinbreastcancer AT yuanyunchang acomprehensiveanalysisoftheroleofqprtinbreastcancer AT xiazhenkun acomprehensiveanalysisoftheroleofqprtinbreastcancer AT yiwenjun acomprehensiveanalysisoftheroleofqprtinbreastcancer AT yanyiqing comprehensiveanalysisoftheroleofqprtinbreastcancer AT lilun comprehensiveanalysisoftheroleofqprtinbreastcancer AT wangzixin comprehensiveanalysisoftheroleofqprtinbreastcancer AT pangjian comprehensiveanalysisoftheroleofqprtinbreastcancer AT guanxinyu comprehensiveanalysisoftheroleofqprtinbreastcancer AT yuanyunchang comprehensiveanalysisoftheroleofqprtinbreastcancer AT xiazhenkun comprehensiveanalysisoftheroleofqprtinbreastcancer AT yiwenjun comprehensiveanalysisoftheroleofqprtinbreastcancer |