Mitochondrial subtype MB-G3 contains potential novel biomarkers and therapeutic targets associated with prognosis of medulloblastoma.

IF 2 4区 医学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Biomarkers Pub Date : 2023-12-01 Epub Date: 2023-12-11 DOI:10.1080/1354750X.2023.2276670
Qiang Li, Yanfei Jia, Bo Tang, Hu Yang, Qiang Yang, Xiaodong Luo, Yawen Pan
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Abstract

Background: Medulloblastoma is the most common malignant brain tumor in children. There are four groups, each with different causal mutations, affected pathways and prognosis. Here, we investigated the role of mitochondria in medulloblastoma and whether there are differences between the different groups.

Methods: We compared the gene expression levels in the four different medulloblastoma groups (MB-WNT, MB-SHH, MB-G3 and MB-G4), with the focus on genes associated with mitochondria. We used several tools including Salmon, Tximeta, DESeq2, BiomaRt, STRING, Ggplot2, EnhancedVolcano, Venny 2.1 and Metscape.

Results: A total of 668 genes were differentially expressed and the most abundant genes were associated with cell division pathway followed by modulation of chemical synaptic transmission. We also identified several genes (ABAT, SOX9, ALDH5A, FOXM1, ABL1, NHLH1, NEUROD1 and NEUROD2) known to play vital role in medulloblastoma. Comparative expression analysis revealed OXPHOS complex-associated proteins of mitochondria. The most significantly expressed genes in the MB-SHH and MB-G4 groups were AHCYL1 and SFXN5 while PAICS was significantly upregulated in MB-WNT group. Notably, MB-G3 contained the most downregulated genes from the OXPHOS complexes, except COX6B2 which was strongly upregulated.

Conclusions: We show the importance of mitochondria and compare their role in the four different medulloblastoma groups.

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线粒体亚型MB-G3包含与髓母细胞瘤预后相关的潜在新生物标志物和治疗靶点。
背景:髓母细胞瘤是儿童最常见的恶性脑肿瘤。共有四组,每一组都有不同的因果突变、受影响的途径和预后。在这里,我们研究了线粒体在髓母细胞瘤中的作用,以及不同组之间是否存在差异。方法:我们比较了四种不同髓母细胞瘤组(MB-WNT、MB-SHH、MB-G3和MB-G4)的基因表达水平,重点是与线粒体相关的基因。我们使用了几种工具,包括Salmon、Tximeta、DESeq2、BiomaRt、STRING、Ggplot2、EnhancedVolcano、Venny 2.1和Metscape。我们还鉴定了几个已知在髓母细胞瘤中起重要作用的基因(ABAT、SOX9、ALDH5A、FOXM1、ABL1、NHLH1、NEUROD1和NEUROD2)。比较表达分析显示线粒体的OXPHOS复合物相关蛋白。MB-SHH和MB-G4组中表达最显著的基因是AHCYL1和SFXN5,而PAICS在MB-WNT组中显著上调。值得注意的是,MB-G3含有来自OXPHOS复合物的下调最多的基因,除了COX6B2,其被强烈上调。结论:我们展示了线粒体的重要性,并比较了它们在四种不同髓母细胞瘤组中的作用。
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来源期刊
Biomarkers
Biomarkers 医学-毒理学
CiteScore
5.00
自引率
3.80%
发文量
140
审稿时长
3 months
期刊介绍: The journal Biomarkers brings together all aspects of the rapidly growing field of biomarker research, encompassing their various uses and applications in one essential source. Biomarkers provides a vital forum for the exchange of ideas and concepts in all areas of biomarker research. High quality papers in four main areas are accepted and manuscripts describing novel biomarkers and their subsequent validation are especially encouraged: • Biomarkers of disease • Biomarkers of exposure • Biomarkers of response • Biomarkers of susceptibility Manuscripts can describe biomarkers measured in humans or other animals in vivo or in vitro. Biomarkers will consider publishing negative data from studies of biomarkers of susceptibility in human populations.
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