整合转录组分析揭示 Serpine2 通过激活 ERK1/2 信号通路促进糖尿病肾病肾小球系膜细胞增殖和细胞外基质积累。

IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Diabetes, Obesity & Metabolism Pub Date : 2024-11-18 DOI:10.1111/dom.16069
Ting Zheng, Ruhao Yang, Xin Li, Zhe Dai, Hongyu Xiang
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引用次数: 0

摘要

背景:糖尿病肾病(DN)是终末期肾病(ESRD)的主要病因之一,但其发病机制尚未得到明确研究。我们利用整合转录组分析来探索糖尿病肾病的发病机制:方法:我们结合批量数据集和单细胞转录组数据集进行了分析。通过这种方法,我们发现 Serpine2 可能调控 DN 所涉及的 "含胶原的细胞外基质 "通路。随后,我们利用 db/db 小鼠和间质细胞(MCs)建立了 DN 动物模型和细胞模型,以验证 Serpine2 在 DN 中的作用。在动物模型中,我们使用免疫印迹(WB)和免疫荧光(IF)检测了 Serpine2 在 DN 中的表达水平。为了进一步阐明Serpine2在DN中的分子机制,我们敲除了Serpine2,并观察了它对MCs增殖和细胞外基质(ECM)积累的影响:结果:我们对 DN 模型的单细胞分析凸显了 MCs 在疾病发生中的关键作用。接下来,通过对 MCs 中差异表达基因(DEGs)的 Cytoscape 分析,我们确定了以下 10 个中心基因:Acta2、Angpt2、Ccn1、Col4a1、Col4a2、Col8a1、Kdr、Thbs1、Tpm4 和 Serpine2。随后,我们发现 Serpine2 和 Kdr 在肾小球的批量分析中也是显著的 DEGs。此外,我们对大量数据集和单细胞 RNA 数据集进行的综合基因组富集分析表明,"含胶原的细胞外基质 "是 DN 进展的一个关键途径。Serpine2 是参与调控这一通路的关键基因之一。因此,我们推测 Serpine2 对 "含胶原细胞外基质 "通路的调控是一个重要机制。重要的是,WB 和 IF 染色证实 Serpine2 在糖尿病小鼠 MCs 中表达上调。在培养的 MCs 中敲除 Serpine2 可减轻高糖诱导的 MCs 过度增殖和 ECM 积累。最后,我们发现ERK激动剂Ro 67-7476消除了Serpine2 siRNA的作用:综上所述,Serpine2 通过激活 ERK1/2 通路调节 MCs 增殖和 ECM 合成,是 DN 的重要发病机制。这些发现为DN发病机制中的肾小球硬化机制提供了新的视角,并可能为治疗DN提供新的靶点。
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Integrative transcriptome analysis reveals Serpine2 promotes glomerular mesangial cell proliferation and extracellular matrix accumulation via activating ERK1/2 signalling pathway in diabetic nephropathy.

Background: Diabetic nephropathy (DN) is one of the main causes of end-stage renal disease (ESRD), but its mechanism has not been clearly studied. We utilized integrative transcriptome analysis to explore the pathogenesis of DN.

Methods: We conducted an analysis by combining bulk dataset and single-cell transcriptome dataset. Through this approach, we identified that Serpine2 may regulate the 'collagen-containing extracellular matrix' pathway involved in DN. Subsequently, we established DN animal and cell models using db/db mice and mesangial cells (MCs) to validate the role of Serpine2 in DN. In the animal model, we detected the expression level of Serpine2 in DN using western blotting (WB) and immunofluorescence (IF) assays. To further clarify the molecular mechanism of Serpine2 in DN, we knocked down Serpine2 and observed its effects on MCs proliferation and extracellular matrix (ECM) accumulation.

Results: Our single-cell analysis of DN models highlighted a pivotal role for MCs in the disease's initiation. Next, through Cytoscape analysis of differentially expressed genes (DEGs) in MCs, we identified the following 10 hub genes: Acta2, Angpt2, Ccn1, Col4a1, Col4a2, Col8a1, Kdr, Thbs1, Tpm4 and Serpine2. Subsequently, we identified that Serpine2 and Kdr were also significantly DEGs in the bulk analysis of glomeruli. Additionally, our integrated gene set enrichment analysis of bulk dataset and single-cell RNA dataset revealed that the 'collagen-containing extracellular matrix' was a key pathway in DN progression. Serpine2 was one of the crucial genes involved in regulating this pathway. Therefore, we speculated that the regulation of the 'collagen-containing extracellular matrix' pathway by Serpine2 was an important mechanism. Importantly, WB and IF staining confirmed that Serpine2 expression was upregulated in the MCs of diabetic mice. Knockdown of Serpine2 in cultured MCs alleviated high-glucose-induced excessive MCs proliferation and ECM accumulation. Finally, we found that ERK agonist Ro 67-7476 eliminated the effect of Serpine2 siRNA.

Conclusions: In summary, Serpine2 regulates MCs proliferation and ECM synthesis through activation of the ERK1/2 pathway, which is an important pathogenesis mechanism of DN. These findings offer fresh perspectives on the mechanisms of glomerulosclerosis in DN pathogenesis and may provide new targets for treating DN.

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来源期刊
Diabetes, Obesity & Metabolism
Diabetes, Obesity & Metabolism 医学-内分泌学与代谢
CiteScore
10.90
自引率
6.90%
发文量
319
审稿时长
3-8 weeks
期刊介绍: Diabetes, Obesity and Metabolism is primarily a journal of clinical and experimental pharmacology and therapeutics covering the interrelated areas of diabetes, obesity and metabolism. The journal prioritises high-quality original research that reports on the effects of new or existing therapies, including dietary, exercise and lifestyle (non-pharmacological) interventions, in any aspect of metabolic and endocrine disease, either in humans or animal and cellular systems. ‘Metabolism’ may relate to lipids, bone and drug metabolism, or broader aspects of endocrine dysfunction. Preclinical pharmacology, pharmacokinetic studies, meta-analyses and those addressing drug safety and tolerability are also highly suitable for publication in this journal. Original research may be published as a main paper or as a research letter.
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