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GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer
BACKGROUND: Glypican 2 (GPC2), a member of glypican (GPC) family genes, produces proteoglycan with a glycosylphosphatidylinositol anchor. It has shown its ascending significance in multiple cancers such as neuroblastoma, malignant brain tumor, and small-cell lung cancer. However, no systematic pan-c...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957202/ https://www.ncbi.nlm.nih.gov/pubmed/35345673 http://dx.doi.org/10.3389/fimmu.2022.857308 |
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author | Chen, Guoming Luo, Dongqiang Zhong, Nan Li, Danyun Zheng, Jiyuan Liao, Hui Li, Zhuoyao Lin, Xiaoxiao Chen, Qiqi Zhang, Cheng Lu, Yuanjun Chan, Yau-Tuen Ren, Qing Wang, Ning Feng, Yibin |
author_facet | Chen, Guoming Luo, Dongqiang Zhong, Nan Li, Danyun Zheng, Jiyuan Liao, Hui Li, Zhuoyao Lin, Xiaoxiao Chen, Qiqi Zhang, Cheng Lu, Yuanjun Chan, Yau-Tuen Ren, Qing Wang, Ning Feng, Yibin |
author_sort | Chen, Guoming |
collection | PubMed |
description | BACKGROUND: Glypican 2 (GPC2), a member of glypican (GPC) family genes, produces proteoglycan with a glycosylphosphatidylinositol anchor. It has shown its ascending significance in multiple cancers such as neuroblastoma, malignant brain tumor, and small-cell lung cancer. However, no systematic pan-cancer analysis has been conducted to explore its function in diagnosis, prognosis, and immunological prediction. METHODS: By comprehensive use of datasets from The Cancer Genome Atlas (TCGA), Cancer Cell Line Encyclopedia (CCLE), Genotype-Tissue Expression Project (GTEx), cBioPortal, Human Protein Atlas (HPA), UALCAN, StarBase, and Comparative Toxicogenomics Database (CTD), we adopted bioinformatics methods to excavate the potential carcinogenesis of GPC2, including dissecting the correlation between GPC2 and prognosis, gene mutation, immune cell infiltration, and DNA methylation of different tumors, and constructed the competing endogenous RNA (ceRNA) networks of GPC2 as well as explored the interaction of GPC2 with chemicals and genes. RESULTS: The results indicated that GPC2 was highly expressed in most cancers, except in pancreatic adenocarcinoma, which presented at a quite low level. Furthermore, GPC2 showed the early diagnostic value in 16 kinds of tumors and was positively or negatively associated with the prognosis of different tumors. It also verified that GPC2 was a gene associated with most immune-infiltrating cells in pan-cancer, especially in thymoma. Moreover, the correlation with GPC2 expression varied depending on the type of immune-related genes. Additionally, GPC2 gene expression has a correlation with DNA methylation in 20 types of cancers. CONCLUSION: Through pan-cancer analysis, we discovered and verified that GPC2 might be useful in cancer detection for the first time. The expression level of GPC2 in a variety of tumors is significantly different from that of normal tissues. In addition, the performance of GPC2 in tumorigenesis and tumor immunity also confirms our conjecture. At the same time, it has high specificity and sensitivity in the detection of cancers. Therefore, GPC2 can be used as an auxiliary indicator for early tumor diagnosis and a prognostic marker for many types of tumors. |
format | Online Article Text |
id | pubmed-8957202 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89572022022-03-27 GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer Chen, Guoming Luo, Dongqiang Zhong, Nan Li, Danyun Zheng, Jiyuan Liao, Hui Li, Zhuoyao Lin, Xiaoxiao Chen, Qiqi Zhang, Cheng Lu, Yuanjun Chan, Yau-Tuen Ren, Qing Wang, Ning Feng, Yibin Front Immunol Immunology BACKGROUND: Glypican 2 (GPC2), a member of glypican (GPC) family genes, produces proteoglycan with a glycosylphosphatidylinositol anchor. It has shown its ascending significance in multiple cancers such as neuroblastoma, malignant brain tumor, and small-cell lung cancer. However, no systematic pan-cancer analysis has been conducted to explore its function in diagnosis, prognosis, and immunological prediction. METHODS: By comprehensive use of datasets from The Cancer Genome Atlas (TCGA), Cancer Cell Line Encyclopedia (CCLE), Genotype-Tissue Expression Project (GTEx), cBioPortal, Human Protein Atlas (HPA), UALCAN, StarBase, and Comparative Toxicogenomics Database (CTD), we adopted bioinformatics methods to excavate the potential carcinogenesis of GPC2, including dissecting the correlation between GPC2 and prognosis, gene mutation, immune cell infiltration, and DNA methylation of different tumors, and constructed the competing endogenous RNA (ceRNA) networks of GPC2 as well as explored the interaction of GPC2 with chemicals and genes. RESULTS: The results indicated that GPC2 was highly expressed in most cancers, except in pancreatic adenocarcinoma, which presented at a quite low level. Furthermore, GPC2 showed the early diagnostic value in 16 kinds of tumors and was positively or negatively associated with the prognosis of different tumors. It also verified that GPC2 was a gene associated with most immune-infiltrating cells in pan-cancer, especially in thymoma. Moreover, the correlation with GPC2 expression varied depending on the type of immune-related genes. Additionally, GPC2 gene expression has a correlation with DNA methylation in 20 types of cancers. CONCLUSION: Through pan-cancer analysis, we discovered and verified that GPC2 might be useful in cancer detection for the first time. The expression level of GPC2 in a variety of tumors is significantly different from that of normal tissues. In addition, the performance of GPC2 in tumorigenesis and tumor immunity also confirms our conjecture. At the same time, it has high specificity and sensitivity in the detection of cancers. Therefore, GPC2 can be used as an auxiliary indicator for early tumor diagnosis and a prognostic marker for many types of tumors. Frontiers Media S.A. 2022-03-08 /pmc/articles/PMC8957202/ /pubmed/35345673 http://dx.doi.org/10.3389/fimmu.2022.857308 Text en Copyright © 2022 Chen, Luo, Zhong, Li, Zheng, Liao, Li, Lin, Chen, Zhang, Lu, Chan, Ren, Wang and Feng 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 | Immunology Chen, Guoming Luo, Dongqiang Zhong, Nan Li, Danyun Zheng, Jiyuan Liao, Hui Li, Zhuoyao Lin, Xiaoxiao Chen, Qiqi Zhang, Cheng Lu, Yuanjun Chan, Yau-Tuen Ren, Qing Wang, Ning Feng, Yibin GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer |
title | GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer |
title_full | GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer |
title_fullStr | GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer |
title_full_unstemmed | GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer |
title_short | GPC2 Is a Potential Diagnostic, Immunological, and Prognostic Biomarker in Pan-Cancer |
title_sort | gpc2 is a potential diagnostic, immunological, and prognostic biomarker in pan-cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957202/ https://www.ncbi.nlm.nih.gov/pubmed/35345673 http://dx.doi.org/10.3389/fimmu.2022.857308 |
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