阐明SLC4A7在胶质瘤预后中的作用:结合生物信息学、单细胞分析和组织验证的综合方法

Yao-Feng Li, Tung Liu, Nien-Tzu Liu, Yu-Chuan Huang, Wei-Wen Hsu, Yu-Chieh Lin
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引用次数: 0

摘要

背景:神经胶质瘤是一种常见的致死性脑肿瘤,尽管在了解其分子特征方面取得了进展,但目前的治疗选择有限。SLC4A7是SLC4家族成员,也是潜在的生物标志物,参与酸碱调节,影响癌细胞生长。针对这一机制可能提供新的治疗策略。目的:本研究探讨SLC4A7在胶质瘤中的作用及其作为治疗靶点的潜力。方法:对来自胶质瘤患者的基因组、全外显子测序和单细胞测序数据集进行处理和分析,然后进行基因集富集分析(GSEA)。使用12细胞状态和CIBERSORT分析研究细胞成分和免疫细胞群。采用组织微阵列和免疫组织化学,采用自动半定量系统评分染色。方差分析确定免疫染色评分与临床参数相关的意义。结果:我们的数据发现肿瘤成分中SLC4A7的增加与肿瘤分级高和预后差相关。免疫组化证实SLC4A7蛋白表达与肿瘤分级及增殖指数相关。GSEA将高SLC4A7与细胞增殖和炎症信号传导联系起来。PIK3CAs被确定为IDH突变型胶质瘤的潜在上游,但在IDH野生型胶质瘤中没有。SLC4A7表达升高与肿瘤突变负担呈正相关,表明基因组不稳定性在SLC4A7上调中起作用。细胞异质性分析强调了炎症细胞,特别是巨噬细胞M0的重要性。结论:本研究强调了SLC4A7在成人胶质瘤中的重要意义,其表达升高与肿瘤分级高、预后差、增殖增强和炎症有关。研究SLC4A7可能为癌症生物学提供见解,并有助于开发改进脑肿瘤治疗的创新治疗靶点。
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Elucidating the role of SLC4A7 in glioma prognosis: A comprehensive approach combining bioinformatics, single-cell analysis, and tissue validation
Background: Gliomas, prevalent and lethal brain tumors, present limited treatment options despite advancements in understanding their molecular features. SLC4A7, an SLC4 family member and potential biomarker, is involved in acid-base regulation, affecting cancer cell growth. Targeting this mechanism may offer new therapeutic strategies. Aim: This study examines SLC4A7's role in gliomas and its potential as a therapeutic target. Methods: Genomic, whole exon sequencing, and single-cell sequencing datasets from glioma patients were processed and analyzed, followed by gene set enrichment analysis (GSEA). Cellular components and immune cell populations were investigated using 12-cell state and CIBERSORT analyses. Tissue microarray and immunohistochemistry were employed, with an automated semi-quantitative system scoring staining. ANOVA determined the significance of immunostaining scores related to clinical parameters. Results: Our data found increased SLC4A7 in tumor components correlated with higher tumor grading and poorer prognosis. Immunohistochemistry confirmed a relationship between SLC4A7 protein expression with tumor grade and the proliferation index. GSEA linked high SLC4A7 to cell proliferation and inflammation signaling. PIK3CAs were identified as a potential upstream in IDH mutant glioma but not in IDH wildtype. A positive correlation between heightened SLC4A7 expression and tumor mutation burden suggested genomic instability's role in SLC4A7 upregulation. Cellular heterogeneity analysis highlighted the importance of inflammatory cells, particularly macrophage M0. Conclusion: This study emphasizes SLC4A7's significance in adult gliomas, associating increased expression with high tumor grade, poor prognosis, enhanced proliferation, and inflammation. Investigating SLC4A7 may provide insights into cancer biology and contribute to developing innovative therapeutic targets for improved brain tumor treatments.
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来源期刊
Journal of Medical Sciences (Taiwan)
Journal of Medical Sciences (Taiwan) Medicine-Medicine (all)
CiteScore
0.40
自引率
0.00%
发文量
22
审稿时长
24 weeks
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