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Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC
Background: SERPINE1, a serine protease inhibitor involved in the regulation of the plasminogen activation system, was recently identified as a cancer-related gene. However, its clinical significance and potential mechanisms in pan-cancer remain obscure. Methods: In pan-cancer multi-omics data from...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482042/ https://www.ncbi.nlm.nih.gov/pubmed/37680718 http://dx.doi.org/10.3389/fphar.2023.1213891 |
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author | Li, Lingqin Li, Fan Xu, Zhehao Li, Liyang Hu, Haiyi Li, Yang Yu, Shicheng Wang, Mingchao Gao, Lei |
author_facet | Li, Lingqin Li, Fan Xu, Zhehao Li, Liyang Hu, Haiyi Li, Yang Yu, Shicheng Wang, Mingchao Gao, Lei |
author_sort | Li, Lingqin |
collection | PubMed |
description | Background: SERPINE1, a serine protease inhibitor involved in the regulation of the plasminogen activation system, was recently identified as a cancer-related gene. However, its clinical significance and potential mechanisms in pan-cancer remain obscure. Methods: In pan-cancer multi-omics data from public datasets, including The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx), and online web tools were used to analyze the expression of SERPINE1 in different cancers and its correlation with prognosis, genetic alteration, DNA promoter methylation, biological processes, immunoregulator expression levels, immune cell infiltration into tumor, tumor mutation burden (TMB), microsatellite instability (MSI), immunotherapy response and drug sensitivity. Further, two single-cell databases, Tumor Immune Single-cell Hub 2 (TISCH2) and CancerSEA, were used to explore the expression and potential roles of SERPINE1 at a single-cell level. The aberrant expression of SERPINE1 was further verified in clear cell renal cell carcinoma (ccRCC) through qRT-PCR of clinical patient samples, validation in independent cohorts using The Gene Expression Omnibus (GEO) database, and proteomic validation using the Clinical Proteomic Tumor Analysis Consortium (CPTAC) database. Results: The expression of SERPINE1 was dysregulated in cancers and enriched in endothelial cells and fibroblasts. Copy number amplification and low DNA promoter methylation could be partly responsible for high SERPINE1 expression. High SERPINE1 expression was associated with poor prognosis in 21 cancers. The results of gene set enrichment analysis (GSEA) indicated SERPINE1 involvement in the immune response and tumor malignancy. SERPINE1 expression was also associated with the expression of several immunoregulators and immune cell infiltration and could play an immunosuppression role. Besides, SERPINE1 was found to be related with TMB, MSI, immunotherapy response and sensitivity to several drugs in cancers. Finally, the high expression of SERPINE1 in ccRCC was verified using qRT-PCR performed on patient samples, six independent GEO cohorts, and proteomic data from the CPTAC database. Conclusion: The findings of the present study revealed that SERPINE1 exhibits aberrant expression in various types of cancers and is associated with cancer immunity and tumor malignancy, providing novel insights for individualized cancer treatment. |
format | Online Article Text |
id | pubmed-10482042 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104820422023-09-07 Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC Li, Lingqin Li, Fan Xu, Zhehao Li, Liyang Hu, Haiyi Li, Yang Yu, Shicheng Wang, Mingchao Gao, Lei Front Pharmacol Pharmacology Background: SERPINE1, a serine protease inhibitor involved in the regulation of the plasminogen activation system, was recently identified as a cancer-related gene. However, its clinical significance and potential mechanisms in pan-cancer remain obscure. Methods: In pan-cancer multi-omics data from public datasets, including The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx), and online web tools were used to analyze the expression of SERPINE1 in different cancers and its correlation with prognosis, genetic alteration, DNA promoter methylation, biological processes, immunoregulator expression levels, immune cell infiltration into tumor, tumor mutation burden (TMB), microsatellite instability (MSI), immunotherapy response and drug sensitivity. Further, two single-cell databases, Tumor Immune Single-cell Hub 2 (TISCH2) and CancerSEA, were used to explore the expression and potential roles of SERPINE1 at a single-cell level. The aberrant expression of SERPINE1 was further verified in clear cell renal cell carcinoma (ccRCC) through qRT-PCR of clinical patient samples, validation in independent cohorts using The Gene Expression Omnibus (GEO) database, and proteomic validation using the Clinical Proteomic Tumor Analysis Consortium (CPTAC) database. Results: The expression of SERPINE1 was dysregulated in cancers and enriched in endothelial cells and fibroblasts. Copy number amplification and low DNA promoter methylation could be partly responsible for high SERPINE1 expression. High SERPINE1 expression was associated with poor prognosis in 21 cancers. The results of gene set enrichment analysis (GSEA) indicated SERPINE1 involvement in the immune response and tumor malignancy. SERPINE1 expression was also associated with the expression of several immunoregulators and immune cell infiltration and could play an immunosuppression role. Besides, SERPINE1 was found to be related with TMB, MSI, immunotherapy response and sensitivity to several drugs in cancers. Finally, the high expression of SERPINE1 in ccRCC was verified using qRT-PCR performed on patient samples, six independent GEO cohorts, and proteomic data from the CPTAC database. Conclusion: The findings of the present study revealed that SERPINE1 exhibits aberrant expression in various types of cancers and is associated with cancer immunity and tumor malignancy, providing novel insights for individualized cancer treatment. Frontiers Media S.A. 2023-08-23 /pmc/articles/PMC10482042/ /pubmed/37680718 http://dx.doi.org/10.3389/fphar.2023.1213891 Text en Copyright © 2023 Li, Li, Xu, Li, Hu, Li, Yu, Wang and Gao. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Li, Lingqin Li, Fan Xu, Zhehao Li, Liyang Hu, Haiyi Li, Yang Yu, Shicheng Wang, Mingchao Gao, Lei Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC |
title | Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC |
title_full | Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC |
title_fullStr | Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC |
title_full_unstemmed | Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC |
title_short | Identification and validation of SERPINE1 as a prognostic and immunological biomarker in pan-cancer and in ccRCC |
title_sort | identification and validation of serpine1 as a prognostic and immunological biomarker in pan-cancer and in ccrcc |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482042/ https://www.ncbi.nlm.nih.gov/pubmed/37680718 http://dx.doi.org/10.3389/fphar.2023.1213891 |
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