儿童败血症与复发性b细胞系急性淋巴细胞白血病之间LTF和MMP9的关键共同基因

IF 3.9 3区 工程技术 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Ying-Ping Xiao, Yu-Cai Cheng, Chun Chen, Hong-Man Xue, Mo Yang, Chao Lin
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引用次数: 0

摘要

背景:儿童脓毒症是一种危及生命的疾病,与急性淋巴细胞白血病(ALL)的进展和b细胞ALL (B-ALL)的复发有关。尽管先前的研究报道了脓毒症与ALL之间的部分关联,但关于儿童脓毒症与复发性B-ALL之间共享基因的研究有限。本研究旨在进一步阐明两种疾病之间更全面、新颖的共同遗传因素和分子通路。方法:从Gene expression Omnibus数据库中检索与儿童脓毒症(GSE13904、GSE80496)和复发B-ALL (GSE3910、GSE28460)相关的基因表达数据集进行回顾性分析。初步分析确定了儿童败血症和复发性B-ALL常见的差异表达基因。随后的研究采用了三种互补的方法:蛋白质-蛋白质相互作用网络、分子复合物检测(MCODE)聚类函数和支持向量机递归特征消除模型,分别识别每种疾病的诊断性生物标志物。重要的是,通过重叠儿科败血症和复发性B-ALL的诊断基因,确定了关键的共同基因。进一步的表征包括通过metscape平台进行综合功能分析、转录因子(TF)-mRNA-microRNA (miRNA)网络构建、药物预测和分子对接,以探索其生物学意义和潜在的治疗靶点。结果:对儿童败血症相关和复发性b - all相关数据集的比较分析显示,两个共同的遗传标记,乳转铁蛋白(LTF)和基质金属肽酶9 (MMP9),在两种疾病组中均表现出诊断意义和一致的上调。转录调控网络分析发现特异性蛋白1 (SP1)是能够协同调节LTF和MMP9表达的主要转录因子。此外,分子对接显示姜黄素和MMP9 (-7.18 kcal/mol)以及利血平和LTF (-5.4 kcal/mol)之间的高亲和力相互作用,表明它们具有潜在的临床治疗价值。结论:这些发现阐明了LTF和MMP9在儿童败血症和复发性B-ALL中的分子发病机制,为临床诊断和治疗开发提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Key Common Genes with LTF and MMP9 Between Sepsis and Relapsed B-Cell Lineage Acute Lymphoblastic Leukemia in Children.

Background: Pediatric sepsis is a life-threatening disease that is associated with the progression of acute lymphoblastic leukemia (ALL) and the recurrence of B-cell ALL (B-ALL). Although previous studies have reported a partial association between sepsis and ALL, there is limited research on the shared genes between pediatric sepsis and relapsed B-ALL. This study aims to further elucidate the more comprehensive and novel common genetic factors and molecular pathways between the two diseases. Methods: Gene expression datasets pertaining to pediatric sepsis (GSE13904, GSE80496) and relapsed B-ALL (GSE3910, GSE28460) were retrieved from the Gene Expression Omnibus database for this retrospective analysis. The initial analysis identified differentially expressed genes common to both pediatric sepsis and relapsed B-ALL. Subsequent investigations employed three complementary approaches: protein-protein interaction networks, molecular complex detection (MCODE) clustering functions, and support vector machine recursive feature elimination model to separately identify the diagnostic biomarkers for each condition. Importantly, key common genes were identified by overlapping the diagnostic genes for pediatric sepsis and relapsed B-ALL. Further characterization involved comprehensive functional analysis through the Metascape platform, construction of transcription factor (TF)-mRNA-microRNA (miRNA) networks, drug prediction, and molecular docking to explore their biological significance and potential therapeutic targets. Results: Comparative analysis of pediatric sepsis-related and relapsed B-ALL-related datasets revealed two shared genetic markers, lactotransferrin (LTF) and matrix metallopeptidase 9 (MMP9), exhibiting diagnostic significance and consistent upregulation in both disease groups. Transcriptional regulatory network analysis identified specificity protein 1 (SP1) as the principal transcription factor capable of coregulating LTF and MMP9 expression. In addition, molecular docking demonstrated high-affinity interactions between curcumin and MMP9 (-7.18 kcal/mol) as well as reserpine and LTF (-5.4 kcal/mol), suggesting their potential therapeutic utility for clinical evaluation. Conclusions: These findings elucidate the molecular pathogenesis involving LTF and MMP9 in pediatric sepsis and relapsed B-ALL, providing novel insights for clinical diagnosis and therapeutic development.

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来源期刊
Biomedicines
Biomedicines Biochemistry, Genetics and Molecular Biology-General Biochemistry,Genetics and Molecular Biology
CiteScore
5.20
自引率
8.50%
发文量
2823
审稿时长
8 weeks
期刊介绍: Biomedicines (ISSN 2227-9059; CODEN: BIOMID) is an international, scientific, open access journal on biomedicines published quarterly online by MDPI.
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