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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Main Authors: De Wei, Shanghang Shen, Kun Lin, Feng Lu, Pengfeng Zheng, Shizhong Wu, Dezhi Kang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.611442/full
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spelling 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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