通过整合单细胞和转录组分析解码内质网应激对软骨细胞驱动骨关节炎发展的影响。

IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL
International Journal of Medical Sciences Pub Date : 2025-08-22 eCollection Date: 2025-01-01 DOI:10.7150/ijms.119573
Zhao Zhang, Debin Cheng, Jingyi Dang, Xiaohe Wang, Hongbin Fan, Dong Liu
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引用次数: 0

摘要

背景:内质网应激(ERS)作为一种有效的疾病调节剂已被证明参与许多疾病的发病和进展。骨关节炎是一种广泛存在的关节退行性疾病,其主要病理机制为软骨细胞损伤。然而,在骨性关节炎的发展过程中,ERS在软骨细胞中的具体作用仍然知之甚少。方法:整合单细胞RNA测序(scRNA-seq)和整体RNA-seq分析,全面评估OA样本软骨细胞内ERS的景观。结合WGCNA和无监督聚类分析来识别ERS模式。此外,我们通过三种算法(LASSO、Random Forest和PPI分析)筛选ERS关键调控因子,以诊断和预测OA的发展。最后,我们构建了体外OA模型来验证鉴定出的ERS关键调控因子的生物学作用。结果:scRNA-seq分析显示ERS与OA进展之间存在强大的关联。在ERS高危亚群中,未折叠蛋白反应、通过NF-κB的TNFA信号传导和细胞凋亡被显著激活。细胞通讯分析表明,与低ERS风险亚群相比,高ERS风险亚群的细胞间相互作用和信号通路显著增强。无监督聚类分析确定了两种ERS模式,表现出不同的代谢和炎症信号。此外,我们确定了两个关键的ERS调节因子,IGFBP3和S100A4,并基于这些标记物开发了一种新的nomogram,该nomogram显示了出色的临床预测和指导能力。最后,我们发现体外抑制IGFBP3表达可以维持软骨细胞代谢稳态,抑制PERK/ATF4/CHOP级联介导的ERS,从而减少软骨细胞凋亡。结论:本研究结合scRNA-seq和bulk RNA-seq,深入研究ERS驱动OA进展的发病机制,并确定ERS关键调控因子,为OA诊断和治疗干预提供依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decoding Endoplasmic Reticulum Stress on Chondrocyte Driving Osteoarthritis Development through Integrating Single-Cell and Transcriptomic Profiling.

Background: Endoplasmic reticulum stress (ERS) as a potent disease regulator has been proven to be engaged in the pathogenesis and progression of numerous disorders. Osteoarthritis (OA) is a widespread degenerative disease of the joints with chondrocyte damage as the main pathologic mechanism. However, the specific role of ERS in chondrocytes during OA development remains poorly understood. Methods: Integration of single-cell RNA sequencing (scRNA-seq) and bulk RNA-seq analyses to thoroughly assess the landscape of ERS in chondrocytes from OA samples. The WGCNA and unsupervised cluster analysis were integrated to identify ERS patterns. Furthermore, we screened ERS key regulators for diagnosis and prediction of OA development by three algorithms (LASSO, Random Forest, and PPI analysis). Finally, we constructed in vitro OA models for validating the biological roles of the identified ERS key regulators. Result: scRNA-seq analysis revealed a robust association between ERS and OA progression. Unfolded protein responses, TNFA signaling via NF-κB, and apoptosis were significantly activated in the high ERS risk subpopulation. Cellular communication analysis demonstrated markedly enhanced cell-cell interactions and signaling pathways in high ERS risk subpopulations compared to low ERS risk subpopulations. Unsupervised cluster analysis identified two ERS patterns exhibiting distinct metabolic and inflammation signaling sceneries. Additionally, we identified two key ERS regulators, IGFBP3 and S100A4, and developed a novel nomogram based on these markers, which demonstrated excellent clinical predictive and guiding capabilities. Finally, we found that suppressing IGFBP3 expression in vitro could maintain chondrocyte metabolic homeostasis and inhibit PERK/ATF4/CHOP cascade-mediated ERS to reduce chondrocyte apoptosis. Conclusion: The present study integrated scRNA-seq and bulk RNA-seq to delve into the pathogenesis of ERS driving the progression of OA and identify ERS key regulators for OA diagnosis and therapeutic intervention.

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来源期刊
International Journal of Medical Sciences
International Journal of Medical Sciences MEDICINE, GENERAL & INTERNAL-
CiteScore
7.20
自引率
0.00%
发文量
185
审稿时长
2.7 months
期刊介绍: Original research papers, reviews, and short research communications in any medical related area can be submitted to the Journal on the understanding that the work has not been published previously in whole or part and is not under consideration for publication elsewhere. Manuscripts in basic science and clinical medicine are both considered. There is no restriction on the length of research papers and reviews, although authors are encouraged to be concise. Short research communication is limited to be under 2500 words.
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