JAG2: A Potential Biomarker for Microtia Identified by Integrated RNA Transcriptome Analysis.

IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Current Genomics Pub Date : 2025-01-01 Epub Date: 2024-09-25 DOI:10.2174/0113892029311725240911065539
Xu Wu, Yaoyao Fu, Jing Ma, Chenlong Li, Tianyu Zhang, Aijuan He
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引用次数: 0

Abstract

Introduction: Microtia, a prevalent congenital maxillofacial deformity, significantly impacts the physical and psychological health of children. Its etiology, especially in non-syndromic cases, remains a complex and partially understood domain, complicating etiological treatment. Recent studies pointed to a genetic predisposition in non-syndromic microtia, yet research on susceptible or pathogenic genes is limited.

Objectives: This study focused on identifying key biomarker genes in microtia cartilage to elucidate pathogenesis and assist in prenatal diagnosis.

Methods: We first collated two bulk transcriptome datasets from the GEO database, followed by functional enrichment analysis and Weighted Gene Co-expression Network Analysis (WGCNA) to pinpoint differentially expressed genes (DEGs) and gene modules. The subsequent intersection of DEGs with WGCNA modules, aided by support vector machine-recursive feature elimination (SVM-RFE) and protein-protein interaction (PPI) networks, predicted potential susceptibility genes for microtia. Finally, we integrated bulk RNA sequencing with single-cell data via the "scissor" R package and further validated it with Real-time PCR and immunofluorescence.

Results: We identified JAG2 as a prominent biomarker for microtia, evidenced by its significant upregulation in microtia cartilage.

Conclusion: Our findings implicate JAG2 in microtia development and suggest its role in chondrocyte maturation and differentiation through Notch signaling pathway activation, shedding light on the potential pathogenesis of microtia.

综合RNA转录组分析鉴定的潜在生物标志物JAG2
摘要小面症是一种常见的先天性颌面畸形,严重影响儿童的身心健康。其病因,特别是在非综合征病例中,仍然是一个复杂且部分了解的领域,使病因学治疗复杂化。最近的研究指出了非综合征性小体病的遗传易感性,但对易感或致病基因的研究有限。目的:本研究旨在鉴定小软骨的关键生物标志物基因,以阐明其发病机制并协助产前诊断。方法:我们首先整理了GEO数据库中的两个大量转录组数据集,然后进行了功能富集分析和加权基因共表达网络分析(WGCNA),以确定差异表达基因(deg)和基因模块。随后,在支持向量机递归特征消除(SVM-RFE)和蛋白质-蛋白质相互作用(PPI)网络的帮助下,deg与WGCNA模块的交集预测了微体症的潜在易感基因。最后,我们通过“剪刀”R包将大量RNA测序与单细胞数据整合,并通过Real-time PCR和免疫荧光进一步验证。结果:我们发现JAG2是一个重要的生物标志物,证明了它在小软骨中的显著上调。结论:我们的研究结果提示JAG2参与了小体发育,并通过Notch信号通路激活参与软骨细胞成熟和分化,揭示了小体发育的潜在发病机制。
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来源期刊
Current Genomics
Current Genomics 生物-生化与分子生物学
CiteScore
5.20
自引率
0.00%
发文量
29
审稿时长
>0 weeks
期刊介绍: Current Genomics is a peer-reviewed journal that provides essential reading about the latest and most important developments in genome science and related fields of research. Systems biology, systems modeling, machine learning, network inference, bioinformatics, computational biology, epigenetics, single cell genomics, extracellular vesicles, quantitative biology, and synthetic biology for the study of evolution, development, maintenance, aging and that of human health, human diseases, clinical genomics and precision medicine are topics of particular interest. The journal covers plant genomics. The journal will not consider articles dealing with breeding and livestock. Current Genomics publishes three types of articles including: i) Research papers from internationally-recognized experts reporting on new and original data generated at the genome scale level. Position papers dealing with new or challenging methodological approaches, whether experimental or mathematical, are greatly welcome in this section. ii) Authoritative and comprehensive full-length or mini reviews from widely recognized experts, covering the latest developments in genome science and related fields of research such as systems biology, statistics and machine learning, quantitative biology, and precision medicine. Proposals for mini-hot topics (2-3 review papers) and full hot topics (6-8 review papers) guest edited by internationally-recognized experts are welcome in this section. Hot topic proposals should not contain original data and they should contain articles originating from at least 2 different countries. iii) Opinion papers from internationally recognized experts addressing contemporary questions and issues in the field of genome science and systems biology and basic and clinical research practices.
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