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The value of WNT5A as prognostic and immunological biomarker in pan-cancer
BACKGROUND: Finding new immune-related biomarkers is one of the promising research directions for tumor immunotherapy. The WNT5A gene could stimulate the WNT pathway and regulate the progression of various tumors. Recent studies have partially revealed the relationship between WNT5A and tumor immuni...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9096401/ https://www.ncbi.nlm.nih.gov/pubmed/35571400 http://dx.doi.org/10.21037/atm-22-1317 |
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author | Feng, Yingtong Wang, Yuanyong Guo, Kai Feng, Junjun Shao, Changjian Pan, Minghong Ding, Peng Liu, Honggang Duan, Hongtao Lu, Di Wang, Zhaoyang Zhang, Yimeng Zhang, Yujing Han, Jing Li, Xiaofei Yan, Xiaolong |
author_facet | Feng, Yingtong Wang, Yuanyong Guo, Kai Feng, Junjun Shao, Changjian Pan, Minghong Ding, Peng Liu, Honggang Duan, Hongtao Lu, Di Wang, Zhaoyang Zhang, Yimeng Zhang, Yujing Han, Jing Li, Xiaofei Yan, Xiaolong |
author_sort | Feng, Yingtong |
collection | PubMed |
description | BACKGROUND: Finding new immune-related biomarkers is one of the promising research directions for tumor immunotherapy. The WNT5A gene could stimulate the WNT pathway and regulate the progression of various tumors. Recent studies have partially revealed the relationship between WNT5A and tumor immunity, but the correlation and underlying mechanisms in pan-cancer remain obscure. Thus, we conducted this study aiming to characterize the prognostic value and immunological portrait of WNT5A in cancer. METHODS: The data obtained from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), and Cancer Cell Line Encyclopedia (CCLE) databases was utilized to analyze WNT5A expression levels by Kruskal-Wallis test and correlation to prognosis by Cox regression test and Kaplan-Meier test, while the data was also used to study the association between WNT5A expression and immune microenvironment, immune neoantigens, immune checkpoints, tumor mutational burden (TMB), and microsatellite instability (MSI) in pan-cancer. Gene set enrichment analysis (GSEA) was used to clarify the relevant signaling pathways. The R package was used for data analysis and to create the plots. RESULTS: The pan-cancer analysis revealed that the expression level of WNT5A is generally elevated in most tumors (19/34, 55.88%), and high WNT5A expression was correlated with poor prognosis in esophageal carcinoma (ESCA, P<0.05), low-grade glioma (LGG, P<0.01), adrenocortical carcinoma (ACC, P<0.01), pancreatic adenocarcinoma (PAAD, P<0.01), and head and neck squamous cell carcinoma (HNSC, P<0.05). In addition, WNT5A expression was positively associated with immune infiltration, stromal score, and immune checkpoints in most cancers, and correlated to immune neoantigens, TMB, and MSI. Finally, GSEA indicated that WNT5A is implicated in the transforming growth factor β (TGFβ), Notch, and Hedgehog signaling pathways, which may be related to tumor immunity. CONCLUSIONS: The expression of WNT5A is elevated in most tumors and associated with tumor prognosis. Furthermore, WNT5A is associated with tumor immunity and may be an immunological biomarker in cancer. |
format | Online Article Text |
id | pubmed-9096401 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-90964012022-05-13 The value of WNT5A as prognostic and immunological biomarker in pan-cancer Feng, Yingtong Wang, Yuanyong Guo, Kai Feng, Junjun Shao, Changjian Pan, Minghong Ding, Peng Liu, Honggang Duan, Hongtao Lu, Di Wang, Zhaoyang Zhang, Yimeng Zhang, Yujing Han, Jing Li, Xiaofei Yan, Xiaolong Ann Transl Med Original Article BACKGROUND: Finding new immune-related biomarkers is one of the promising research directions for tumor immunotherapy. The WNT5A gene could stimulate the WNT pathway and regulate the progression of various tumors. Recent studies have partially revealed the relationship between WNT5A and tumor immunity, but the correlation and underlying mechanisms in pan-cancer remain obscure. Thus, we conducted this study aiming to characterize the prognostic value and immunological portrait of WNT5A in cancer. METHODS: The data obtained from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), and Cancer Cell Line Encyclopedia (CCLE) databases was utilized to analyze WNT5A expression levels by Kruskal-Wallis test and correlation to prognosis by Cox regression test and Kaplan-Meier test, while the data was also used to study the association between WNT5A expression and immune microenvironment, immune neoantigens, immune checkpoints, tumor mutational burden (TMB), and microsatellite instability (MSI) in pan-cancer. Gene set enrichment analysis (GSEA) was used to clarify the relevant signaling pathways. The R package was used for data analysis and to create the plots. RESULTS: The pan-cancer analysis revealed that the expression level of WNT5A is generally elevated in most tumors (19/34, 55.88%), and high WNT5A expression was correlated with poor prognosis in esophageal carcinoma (ESCA, P<0.05), low-grade glioma (LGG, P<0.01), adrenocortical carcinoma (ACC, P<0.01), pancreatic adenocarcinoma (PAAD, P<0.01), and head and neck squamous cell carcinoma (HNSC, P<0.05). In addition, WNT5A expression was positively associated with immune infiltration, stromal score, and immune checkpoints in most cancers, and correlated to immune neoantigens, TMB, and MSI. Finally, GSEA indicated that WNT5A is implicated in the transforming growth factor β (TGFβ), Notch, and Hedgehog signaling pathways, which may be related to tumor immunity. CONCLUSIONS: The expression of WNT5A is elevated in most tumors and associated with tumor prognosis. Furthermore, WNT5A is associated with tumor immunity and may be an immunological biomarker in cancer. AME Publishing Company 2022-04 /pmc/articles/PMC9096401/ /pubmed/35571400 http://dx.doi.org/10.21037/atm-22-1317 Text en 2022 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Feng, Yingtong Wang, Yuanyong Guo, Kai Feng, Junjun Shao, Changjian Pan, Minghong Ding, Peng Liu, Honggang Duan, Hongtao Lu, Di Wang, Zhaoyang Zhang, Yimeng Zhang, Yujing Han, Jing Li, Xiaofei Yan, Xiaolong The value of WNT5A as prognostic and immunological biomarker in pan-cancer |
title | The value of WNT5A as prognostic and immunological biomarker in pan-cancer |
title_full | The value of WNT5A as prognostic and immunological biomarker in pan-cancer |
title_fullStr | The value of WNT5A as prognostic and immunological biomarker in pan-cancer |
title_full_unstemmed | The value of WNT5A as prognostic and immunological biomarker in pan-cancer |
title_short | The value of WNT5A as prognostic and immunological biomarker in pan-cancer |
title_sort | value of wnt5a as prognostic and immunological biomarker in pan-cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9096401/ https://www.ncbi.nlm.nih.gov/pubmed/35571400 http://dx.doi.org/10.21037/atm-22-1317 |
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