Identification of potential biomarkers and drug targets for meningioma by Mendelian randomisation analysis

IF 1.9 4区 医学 Q3 CLINICAL NEUROLOGY
Shiqing Du , Lina Deng , Keman Liao , Pengpeng Li , Xiaojie Lu
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引用次数: 0

Abstract

Background: Meningiomas exhibit high levels of heterogeneity in terms of grade, treatment, and molecular background, and there are no effective therapeutic drug treatment options. Consequently, there is an urgent need to identify new biomarkers and therapeutic targets to improve the molecular typing and prognosis of patients. Methods: This study used summary-data-based Mendelian randomisation and Bayesian co-localisation analysis based on pooled data to investigate the causal relationship between quantitative trait loci for gene expression levels in the blood and brain, and meningioma. The use of a replication cohort ensured the robustness of the results. The identified genes were further analysed using single-cell expression analysis to detect specific cell types with enriched expression and to identify potential biomarkers and targets. Results: In the primary dataset, 12 genes were identified that were significantly associated with meningioma risk. HEterogeneity In Dependent Instruments testing, co-localisation analysis, and replicating cohorts were used to ensure the robustness of the results. The expression of tetratricopeptide repeat domain 28 (TTC28) (OR = 2.03; 95 % CI = 1.60–2.57) and HscB mitochondrial iron-sulfur cluster cochaperone(HscB) (OR = 1.12; 95 % CI = 1.06–1.17) showed a significant causal relationship with meningioma risk. These genes are primarily expressed in the fibroblasts and macrophages of meningioma tissues and are considered potential therapeutic targets and biomarkers. Conclusions: This study identified several genes significantly associated with meningioma risk and provides new insights that will aid in the development of biomarkers and therapeutics for meningioma.
孟德尔随机化分析鉴定脑膜瘤的潜在生物标志物和药物靶点
背景:脑膜瘤在分级、治疗和分子背景方面表现出高度的异质性,并且没有有效的治疗药物治疗选择。因此,迫切需要确定新的生物标志物和治疗靶点,以改善患者的分子分型和预后。方法:本研究采用基于汇总数据的孟德尔随机化和贝叶斯共定位分析,探讨血液和大脑中基因表达水平的数量性状位点与脑膜瘤之间的因果关系。复制队列的使用确保了结果的稳健性。利用单细胞表达分析进一步分析鉴定的基因,以检测表达富集的特定细胞类型,并鉴定潜在的生物标志物和靶点。结果:在主要数据集中,确定了12个与脑膜瘤风险显著相关的基因。异质性在依赖工具测试,共定位分析和复制队列使用,以确保结果的稳健性。四肽重复结构域28 (TTC28)的表达(OR = 2.03;95% CI = 1.60-2.57)和HscB线粒体铁硫簇共伴蛋白(HscB) (OR = 1.12;95% CI = 1.06-1.17)显示与脑膜瘤风险有显著的因果关系。这些基因主要在脑膜瘤组织的成纤维细胞和巨噬细胞中表达,被认为是潜在的治疗靶点和生物标志物。结论:本研究确定了与脑膜瘤风险显著相关的几个基因,并提供了新的见解,将有助于开发脑膜瘤的生物标志物和治疗方法。
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来源期刊
Journal of Clinical Neuroscience
Journal of Clinical Neuroscience 医学-临床神经学
CiteScore
4.50
自引率
0.00%
发文量
402
审稿时长
40 days
期刊介绍: This International journal, Journal of Clinical Neuroscience, publishes articles on clinical neurosurgery and neurology and the related neurosciences such as neuro-pathology, neuro-radiology, neuro-ophthalmology and neuro-physiology. The journal has a broad International perspective, and emphasises the advances occurring in Asia, the Pacific Rim region, Europe and North America. The Journal acts as a focus for publication of major clinical and laboratory research, as well as publishing solicited manuscripts on specific subjects from experts, case reports and other information of interest to clinicians working in the clinical neurosciences.
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