单细胞转录组和结构生物学方法的综合分析揭示了NP亚型的动力学变化以及Menaquinone在减轻椎间盘退变中的作用。

IF 2.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Biomolecular Structure & Dynamics Pub Date : 2024-11-01 Epub Date: 2023-10-30 DOI:10.1080/07391102.2023.2275172
Yingjing Zhao, Yuxue Mu, Yujia Zou, Xin Lei, Rui Ji, Bingqian Wei, Tianyu Wei, Tianxing Lu, Zhijian He, Xinhui Wang, Weihang Li, Bo Gao
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引用次数: 0

摘要

椎间盘退变(IDD)是一种进行性慢性疾病,其发病机制已被广泛研究,而髓核组织中细胞的异质性长期存在争议。本研究通过单细胞测序分析、加权基因共表达网络分析(WGCNA)和差异表达分析进行了综合分析,系统地解读了不同NP亚型的纵向变化,并分析了IDD发展中最重要的基因。然后,本研究进一步采用结构生物学方法,通过高通量筛选(HTVS)、药物特性评估、CDOCKER模块以及分子动力学模拟等一系列先进方法,发现潜在的先导化合物,旨在改善IDD的进展。共5个 NP亚群根据其独特的基因表达模式被鉴定为具有不同的生物学功能。主要的动力学变化主要涉及RegNPs和EffNPs,RegNPs主要聚集在正常NP组织中,在退行性NP中急剧减少,而作为致病亚型的EffNPs则表现出相反的现象。重要的是,本研究首次进一步报道了Menaquinone在减轻退行性NP细胞中的重要作用,为营养治疗在IDD治疗中的应用提供了坚实的证据。本研究结合scRNA-seq、bulkRNA-seq和HTVS技术,系统地解读IDD期间NP亚型的纵向变化。EffNPs被认为是IDD进展的“罪魁祸首”,而新型天然药物Menaquinone可以逆转这一现象。Ramaswamy H.Sarma通讯。
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Integrated analysis of single-cell transcriptome and structural biology approach reveals the dynamics changes of NP subtypes and roles of Menaquinone in attenuating intervertebral disc degeneration.

Intervertebral disc degeneration (IDD) is a progressive and chronic disease, the mechanisms have been studied extensively as a whole, while the cellular heterogeneity of cells in nucleus pulposus (NP) tissues remained controversial for a long time. This study conducted integrated analysis through single-cell sequencing analysis, weighted gene co-expression network analysis (WGCNA), and differential expression analysis, to systematically decipher the longitudinal alterations of distinct NP subtypes, and also analyzed the most essential genes in the development of IDD. Then, this study further conducted structural biology method to discover the potential lead compounds through a suite of advanced approaches like high-throughput screening (HTVS), pharmaceutical characteristics assessment, CDOCKER module as well as molecular dynamics simulation, etc., aiming to ameliorate the progression of IDD. Totally 5 NP subpopulations were identified with distinct biological functions based on their unique gene expression patterns. The predominant dynamics changes mainly involved RegNPs and EffNPs, the RegNPs were mainly aggregated in normal NP tissues and drastically decreased in degenerative NP, while EffNPs, as pathogenic subtype, exhibited opposite phenomenon. Importantly, this study further reported the essential roles of Menaquinone in alleviating degenerative NP cells for the first time, which could provide solid evidence for the application of nutritional therapy in the treatment of IDD. This study combined scRNA-seq, bulk-RNA seq and HTVS techniques to systematically decipher the longitudinal changes of NP subtypes during IDD. EffNPs were considered to be 'chief culprit' in IDD progression, while the novel natural drug Menaquinone could reverse this phenomenon.Communicated by Ramaswamy H. Sarma.

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来源期刊
Journal of Biomolecular Structure & Dynamics
Journal of Biomolecular Structure & Dynamics 生物-生化与分子生物学
CiteScore
8.90
自引率
9.10%
发文量
597
审稿时长
2 months
期刊介绍: The Journal of Biomolecular Structure and Dynamics welcomes manuscripts on biological structure, dynamics, interactions and expression. The Journal is one of the leading publications in high end computational science, atomic structural biology, bioinformatics, virtual drug design, genomics and biological networks.
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