NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological Experiments
Glioblastoma (GBM) is one of the most common and fatal malignancies worldwide, while its prognostic biomarkers are still being explored. This study aims to identify potential genes with clinical and prognostic significance by integrating bioinformatics analysis and investigating their function in HN...
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doaj-95d34b15b80e4036abf5180d6d3f84882021-03-11T04:39:54ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-03-011210.3389/fgene.2021.611442611442NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological ExperimentsDe Wei0De Wei1De Wei2Shanghang Shen3Kun Lin4Kun Lin5Feng Lu6Feng Lu7Pengfeng Zheng8Pengfeng Zheng9Shizhong Wu10Shizhong Wu11Dezhi Kang12Department of Neurosurgery, Fujian Provincial Hospital South Branch, Fuzhou, ChinaDepartment of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, ChinaDepartment of Neurosurgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Neurosurgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Neurosurgery, Fujian Provincial Hospital South Branch, Fuzhou, ChinaDepartment of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, ChinaDepartment of Neurosurgery, Fujian Provincial Hospital South Branch, Fuzhou, ChinaDepartment of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, ChinaDepartment of Neurosurgery, Fujian Provincial Hospital South Branch, Fuzhou, ChinaDepartment of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, ChinaDepartment of Neurosurgery, Fujian Provincial Hospital South Branch, Fuzhou, ChinaDepartment of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, ChinaDepartment of Neurosurgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaGlioblastoma (GBM) is one of the most common and fatal malignancies worldwide, while its prognostic biomarkers are still being explored. This study aims to identify potential genes with clinical and prognostic significance by integrating bioinformatics analysis and investigating their function in HNSCC. Based on the Single-cell RNA sequencing (scRNA-seq) results of H3K27M-glioma cells, computational bioinformatics methods were employed for selecting prognostic biomarker for GBM. The protein NPC2 (NPC Intracellular Cholesterol Transporter 2), which has been shown to be related to lipoprotein metabolism and innate immune system, was identified to be upregulated in GBM. NPC2 showed a relatively higher expression in GBM samples, and a negative correlation with tumor purity and tumor infiltrating immune cells. Additionally, NPC2 was knocked down in U87-MG and U251 cells line, and cell proliferation and migration capability were evaluated with CCK-8, scratch and transwell assay, respectively. Cytological experiments has shown that NPC2 overexpression inhibited GBM cells proliferation and migration, indicating its important role in GBM progression. This is the first investigation into the prognostic value of NPC2 interact with GBM. The potential molecular factor NPC2 have been identified as a prognostic biomarker for GBM.https://www.frontiersin.org/articles/10.3389/fgene.2021.611442/fullglioblastomaprognostic biomarkersNPC2Gene Expression Omnibus (GEO)bioinformatics analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
De Wei De Wei De Wei Shanghang Shen Kun Lin Kun Lin Feng Lu Feng Lu Pengfeng Zheng Pengfeng Zheng Shizhong Wu Shizhong Wu Dezhi Kang |
spellingShingle |
De Wei De Wei De Wei Shanghang Shen Kun Lin Kun Lin Feng Lu Feng Lu Pengfeng Zheng Pengfeng Zheng Shizhong Wu Shizhong Wu Dezhi Kang NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological Experiments Frontiers in Genetics glioblastoma prognostic biomarkers NPC2 Gene Expression Omnibus (GEO) bioinformatics analysis |
author_facet |
De Wei De Wei De Wei Shanghang Shen Kun Lin Kun Lin Feng Lu Feng Lu Pengfeng Zheng Pengfeng Zheng Shizhong Wu Shizhong Wu Dezhi Kang |
author_sort |
De Wei |
title |
NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological Experiments |
title_short |
NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological Experiments |
title_full |
NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological Experiments |
title_fullStr |
NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological Experiments |
title_full_unstemmed |
NPC2 as a Prognostic Biomarker for Glioblastoma Based on Integrated Bioinformatics Analysis and Cytological Experiments |
title_sort |
npc2 as a prognostic biomarker for glioblastoma based on integrated bioinformatics analysis and cytological experiments |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Genetics |
issn |
1664-8021 |
publishDate |
2021-03-01 |
description |
Glioblastoma (GBM) is one of the most common and fatal malignancies worldwide, while its prognostic biomarkers are still being explored. This study aims to identify potential genes with clinical and prognostic significance by integrating bioinformatics analysis and investigating their function in HNSCC. Based on the Single-cell RNA sequencing (scRNA-seq) results of H3K27M-glioma cells, computational bioinformatics methods were employed for selecting prognostic biomarker for GBM. The protein NPC2 (NPC Intracellular Cholesterol Transporter 2), which has been shown to be related to lipoprotein metabolism and innate immune system, was identified to be upregulated in GBM. NPC2 showed a relatively higher expression in GBM samples, and a negative correlation with tumor purity and tumor infiltrating immune cells. Additionally, NPC2 was knocked down in U87-MG and U251 cells line, and cell proliferation and migration capability were evaluated with CCK-8, scratch and transwell assay, respectively. Cytological experiments has shown that NPC2 overexpression inhibited GBM cells proliferation and migration, indicating its important role in GBM progression. This is the first investigation into the prognostic value of NPC2 interact with GBM. The potential molecular factor NPC2 have been identified as a prognostic biomarker for GBM. |
topic |
glioblastoma prognostic biomarkers NPC2 Gene Expression Omnibus (GEO) bioinformatics analysis |
url |
https://www.frontiersin.org/articles/10.3389/fgene.2021.611442/full |
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