Tang Qikai, Mao Xiaoman, Chen Zhengxin, Ma Chenfeng, Tu Yiming, Zhu Qianmiao, Lu Jiacheng, Wang Zhen, Zhang Qixiang, Wu Wei
Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Nanjing, China.
Department of Neurosurgery, Pukou Branch of Jiangsu People's Hospital, Nanjing Pukou District Central Hospital, Nanjing, China.
J Gene Med. 2023 Oct;25(10):e3517. doi: 10.1002/jgm.3517. Epub 2023 Apr 28.
The glioma is the most malignant human brain tumor. Early glioma detection and treatment are still difficult. New biomarkers are desperately required to aid in the evaluation of diagnosis and prognosis.
The single cell sequencing dataset scRNA-6148 for glioblastoma was obtained from the Chinese Glioma Genome Atlas database. Data were gathered for the transcriptome sequencing project. Genes involved in liquid-liquid phase separation (LLPS) were taken out of the DrLLPS database. To find the modules connected to LLPS, the weighted co-expression network was analyzed. Differential expression analysis was used to identify the differentially expressed genes (DEGs) in gliomas. Pseudo-time series analysis, gene set enrichment analysis (GSEA) and immune cell infiltration analysis were used to investigate the role of important genes in the immunological microenvironment. We examined the function of key glioma genes using polymerase chain reaction (PCR) testing, CCK-8 assays, clone generation assays, transwell assays and wound healing assays.
FABP5 was identified as a key gene in glioblastoma by multiomics research. Pseudo-time series analysis showed that FABP5 was highly linked with the differentiation of many different types of cells. GSEA revealed that FABP5 was strongly linked to several hallmark pathways in glioblastoma. We looked at immune cell infiltration and discovered a significant link between FABP5, macrophages and T cell follicular helpers. The PCR experiment results demonstrated that FABP5 expression was elevated in glioma samples. Cell experiments showed that FABP5 knockdown dramatically decreased the viability, proliferation, invasion and migration of the LN229 and U87 glioma cell lines.
Our study provides a new biomarker, FABP5, for glioma diagnosis and treatment.
胶质瘤是最恶性的人类脑肿瘤。早期胶质瘤的检测和治疗仍然困难。迫切需要新的生物标志物来辅助诊断和预后评估。
从中国胶质瘤基因组图谱数据库中获取胶质母细胞瘤的单细胞测序数据集scRNA - 6148。收集转录组测序项目的数据。从DrLLPS数据库中提取参与液 - 液相分离(LLPS)的基因。通过加权共表达网络分析来寻找与LLPS相关的模块。使用差异表达分析来鉴定胶质瘤中差异表达的基因(DEGs)。采用伪时间序列分析、基因集富集分析(GSEA)和免疫细胞浸润分析来研究重要基因在免疫微环境中的作用。我们使用聚合酶链反应(PCR)检测、CCK - 8检测、克隆生成检测、Transwell检测和伤口愈合检测来研究关键胶质瘤基因的功能。
通过多组学研究确定FABP5为胶质母细胞瘤中的关键基因。伪时间序列分析表明FABP5与多种不同类型细胞的分化高度相关。GSEA显示FABP5与胶质母细胞瘤中的几个标志性通路密切相关。我们观察了免疫细胞浸润,发现FABP5、巨噬细胞和T细胞滤泡辅助细胞之间存在显著关联。PCR实验结果表明FABP5在胶质瘤样本中的表达升高。细胞实验表明,敲低FABP5可显著降低LN229和U87胶质瘤细胞系的活力、增殖、侵袭和迁移能力。
我们的研究为胶质瘤的诊断和治疗提供了一种新的生物标志物FABP5。