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Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer
Breast cancer remains the most common malignant cancer in women, with a staggering incidence of two million cases annually worldwide; therefore, it is crucial to explore novel biomarkers to assess the diagnosis and prognosis of breast cancer patients. NIMA-related kinase (NEK) protein kinase contain...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625415/ https://www.ncbi.nlm.nih.gov/pubmed/34834441 http://dx.doi.org/10.3390/jpm11111089 |
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author | Anuraga, Gangga Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Ta, Hoang Dang Khoa Berenice Prayugo, Fidelia Minh Xuan, Do Thi Ku, Su-Chi Wu, Yung-Fu Andriani, Vivin Athoillah, Muhammad Lee, Kuen-Haur Wang, Chih-Yang |
author_facet | Anuraga, Gangga Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Ta, Hoang Dang Khoa Berenice Prayugo, Fidelia Minh Xuan, Do Thi Ku, Su-Chi Wu, Yung-Fu Andriani, Vivin Athoillah, Muhammad Lee, Kuen-Haur Wang, Chih-Yang |
author_sort | Anuraga, Gangga |
collection | PubMed |
description | Breast cancer remains the most common malignant cancer in women, with a staggering incidence of two million cases annually worldwide; therefore, it is crucial to explore novel biomarkers to assess the diagnosis and prognosis of breast cancer patients. NIMA-related kinase (NEK) protein kinase contains 11 family members named NEK1-NEK11, which were discovered from Aspergillus Nidulans; however, the role of NEK family genes for tumor development remains unclear and requires additional study. In the present study, we investigate the prognosis relationships of NEK family genes for breast cancer development, as well as the gene expression signature via the bioinformatics approach. The results of several integrative analyses revealed that most of the NEK family genes are overexpressed in breast cancer. Among these family genes, NEK2/6/8 overexpression had poor prognostic significance in distant metastasis-free survival (DMFS) in breast cancer patients. Meanwhile, NEK2/6 had the highest level of DNA methylation, and the functional enrichment analysis from MetaCore and Gene Set Enrichment Analysis (GSEA) suggested that NEK2 was associated with the cell cycle, G2M checkpoint, DNA repair, E2F, MYC, MTORC1, and interferon-related signaling. Moreover, Tumor Immune Estimation Resource (TIMER) results showed that the transcriptional levels of NEK2 were positively correlated with immune infiltration of B cells and CD4(+) T Cell. Collectively, the current study indicated that NEK family genes, especially NEK2 which is involved in immune infiltration, and may serve as prognosis biomarkers for breast cancer progression. |
format | Online Article Text |
id | pubmed-8625415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86254152021-11-27 Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer Anuraga, Gangga Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Ta, Hoang Dang Khoa Berenice Prayugo, Fidelia Minh Xuan, Do Thi Ku, Su-Chi Wu, Yung-Fu Andriani, Vivin Athoillah, Muhammad Lee, Kuen-Haur Wang, Chih-Yang J Pers Med Article Breast cancer remains the most common malignant cancer in women, with a staggering incidence of two million cases annually worldwide; therefore, it is crucial to explore novel biomarkers to assess the diagnosis and prognosis of breast cancer patients. NIMA-related kinase (NEK) protein kinase contains 11 family members named NEK1-NEK11, which were discovered from Aspergillus Nidulans; however, the role of NEK family genes for tumor development remains unclear and requires additional study. In the present study, we investigate the prognosis relationships of NEK family genes for breast cancer development, as well as the gene expression signature via the bioinformatics approach. The results of several integrative analyses revealed that most of the NEK family genes are overexpressed in breast cancer. Among these family genes, NEK2/6/8 overexpression had poor prognostic significance in distant metastasis-free survival (DMFS) in breast cancer patients. Meanwhile, NEK2/6 had the highest level of DNA methylation, and the functional enrichment analysis from MetaCore and Gene Set Enrichment Analysis (GSEA) suggested that NEK2 was associated with the cell cycle, G2M checkpoint, DNA repair, E2F, MYC, MTORC1, and interferon-related signaling. Moreover, Tumor Immune Estimation Resource (TIMER) results showed that the transcriptional levels of NEK2 were positively correlated with immune infiltration of B cells and CD4(+) T Cell. Collectively, the current study indicated that NEK family genes, especially NEK2 which is involved in immune infiltration, and may serve as prognosis biomarkers for breast cancer progression. MDPI 2021-10-26 /pmc/articles/PMC8625415/ /pubmed/34834441 http://dx.doi.org/10.3390/jpm11111089 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Anuraga, Gangga Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Ta, Hoang Dang Khoa Berenice Prayugo, Fidelia Minh Xuan, Do Thi Ku, Su-Chi Wu, Yung-Fu Andriani, Vivin Athoillah, Muhammad Lee, Kuen-Haur Wang, Chih-Yang Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer |
title | Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer |
title_full | Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer |
title_fullStr | Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer |
title_full_unstemmed | Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer |
title_short | Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer |
title_sort | potential prognostic biomarkers of nima (never in mitosis, gene a)-related kinase (nek) family members in breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625415/ https://www.ncbi.nlm.nih.gov/pubmed/34834441 http://dx.doi.org/10.3390/jpm11111089 |
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