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Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer

BACKGROUND: Myelin and lymphocyte, T cell differentiation protein 2 (MAL2) is highly expressed in various cancers and associated with the development and prognosis of cancer. However, the relationship between MAL2 and breast cancer requires further investigation. This study aimed to explore the prog...

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Autores principales: Zhong, Yue, Zhuang, Zhenjie, Mo, PeiJu, Shang, Qi, Lin, Mandi, Gong, JiaQian, Huang, JiaRong, Mo, HaiYan, Huang, Mei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8457941/
https://www.ncbi.nlm.nih.gov/pubmed/34567213
http://dx.doi.org/10.1155/2021/5557873
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author Zhong, Yue
Zhuang, Zhenjie
Mo, PeiJu
Shang, Qi
Lin, Mandi
Gong, JiaQian
Huang, JiaRong
Mo, HaiYan
Huang, Mei
author_facet Zhong, Yue
Zhuang, Zhenjie
Mo, PeiJu
Shang, Qi
Lin, Mandi
Gong, JiaQian
Huang, JiaRong
Mo, HaiYan
Huang, Mei
author_sort Zhong, Yue
collection PubMed
description BACKGROUND: Myelin and lymphocyte, T cell differentiation protein 2 (MAL2) is highly expressed in various cancers and associated with the development and prognosis of cancer. However, the relationship between MAL2 and breast cancer requires further investigation. This study aimed to explore the prognostic significance of MAL2 in breast cancer. METHODS: MAL2 expression was initially assessed using the Oncomine database and The Cancer Genome Atlas (TCGA) database and verified by quantitative real-time polymerase chain reaction (RT-qPCR). The chi-square test or Fisher's exact test was used to explore the association between clinical characteristics and MAL2 expression. The prognostic value of MAL2 in breast cancer was assessed by the Kaplan–Meier method and Cox regression analysis. Gene set enrichment analysis (GSEA) was performed to identify the biological pathways correlated with MAL2 expression in breast cancer. Besides, a single-sample GSEA (ssGSEA) was used to assess the relationship between the level of immune infiltration and MAL2 in breast cancer. RESULTS: Both bioinformatics and RT-qPCR results showed that MAL2 was expressed at high levels in breast cancer tissues compared with the adjacent tissues. The chi-square test or Fisher's exact test indicated that MAL2 expression was related to stage, M classification, and vital status. Kaplan–Meier curves implicated that high MAL2 expression was significantly associated with the poor prognosis. Cox regression models showed that high MAL2 expression could be an independent risk factor for breast cancer. GSEA showed that 14 signaling pathways were enriched in the high-MAL2-expression group. Besides, the MAL2 expression level negatively correlated with infiltrating levels of eosinophils and plasmacytoid dendritic cells in breast cancer. CONCLUSION: Overexpression of MAL2 correlates with poor prognosis and lower immune infiltrating levels of eosinophils and plasmacytoid dendritic cells in breast cancer and may become a biomarker for breast cancer prognosis.
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spelling pubmed-84579412021-09-23 Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer Zhong, Yue Zhuang, Zhenjie Mo, PeiJu Shang, Qi Lin, Mandi Gong, JiaQian Huang, JiaRong Mo, HaiYan Huang, Mei Evid Based Complement Alternat Med Research Article BACKGROUND: Myelin and lymphocyte, T cell differentiation protein 2 (MAL2) is highly expressed in various cancers and associated with the development and prognosis of cancer. However, the relationship between MAL2 and breast cancer requires further investigation. This study aimed to explore the prognostic significance of MAL2 in breast cancer. METHODS: MAL2 expression was initially assessed using the Oncomine database and The Cancer Genome Atlas (TCGA) database and verified by quantitative real-time polymerase chain reaction (RT-qPCR). The chi-square test or Fisher's exact test was used to explore the association between clinical characteristics and MAL2 expression. The prognostic value of MAL2 in breast cancer was assessed by the Kaplan–Meier method and Cox regression analysis. Gene set enrichment analysis (GSEA) was performed to identify the biological pathways correlated with MAL2 expression in breast cancer. Besides, a single-sample GSEA (ssGSEA) was used to assess the relationship between the level of immune infiltration and MAL2 in breast cancer. RESULTS: Both bioinformatics and RT-qPCR results showed that MAL2 was expressed at high levels in breast cancer tissues compared with the adjacent tissues. The chi-square test or Fisher's exact test indicated that MAL2 expression was related to stage, M classification, and vital status. Kaplan–Meier curves implicated that high MAL2 expression was significantly associated with the poor prognosis. Cox regression models showed that high MAL2 expression could be an independent risk factor for breast cancer. GSEA showed that 14 signaling pathways were enriched in the high-MAL2-expression group. Besides, the MAL2 expression level negatively correlated with infiltrating levels of eosinophils and plasmacytoid dendritic cells in breast cancer. CONCLUSION: Overexpression of MAL2 correlates with poor prognosis and lower immune infiltrating levels of eosinophils and plasmacytoid dendritic cells in breast cancer and may become a biomarker for breast cancer prognosis. Hindawi 2021-09-09 /pmc/articles/PMC8457941/ /pubmed/34567213 http://dx.doi.org/10.1155/2021/5557873 Text en Copyright © 2021 Yue Zhong et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zhong, Yue
Zhuang, Zhenjie
Mo, PeiJu
Shang, Qi
Lin, Mandi
Gong, JiaQian
Huang, JiaRong
Mo, HaiYan
Huang, Mei
Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer
title Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer
title_full Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer
title_fullStr Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer
title_full_unstemmed Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer
title_short Overexpression of MAL2 Correlates with Immune Infiltration and Poor Prognosis in Breast Cancer
title_sort overexpression of mal2 correlates with immune infiltration and poor prognosis in breast cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8457941/
https://www.ncbi.nlm.nih.gov/pubmed/34567213
http://dx.doi.org/10.1155/2021/5557873
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