Proteomic and lipidomic landscape of the infrapatellar fat pad and its clinical significance in knee osteoarthritis

IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Bizhi Tu , Zheng Zhu , Peizhi Lu , Run Fang , Cheng Peng , Jun Tong , Rende Ning
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Abstract

Osteoarthritis (OA) is a prevalent joint disease that can be exacerbated by lipid metabolism disorders. The intra-articular fat pad (IFP) has emerged as an active participant in the pathological changes of knee OA (KOA). However, the proteomic and lipidomic differences between IFP tissues from KOA and control individuals remain unclear. Samples of IFP were collected from individuals with and without OA (n = 6, n = 6). Subsequently, these samples underwent liquid chromatography/mass spectrometry-based label-free quantitative proteomic and lipidomic analysis to identify differentially expressed proteins (DEPs) and lipid metabolites (DELMs). The DEPs were further subjected to enrichment analysis, and hub DEPs were identified using multiple algorithms. Additionally, an OA diagnostic model was constructed based on the identified hub DEPs or DELMs. Furthermore, CIBERSORT was utilized to investigate the correlation between hub protein expression and immune-related modules in IFP of OA. Our results revealed the presence of 315 DEPs and eight DELMs in IFP of OA patients compared to the control group. Enrichment analysis of DEPs highlighted potential alterations in pathways related to coagulation, complement, fatty acid metabolism, and adipogenesis. The diagnostic model incorporating four hub DEPs (AUC = 0.861) or eight DELMs (AUC = 0.917) exhibited excellent clinical validity for diagnosing OA. Furthermore, the hub DEPs were found to be associated with immune dysfunction in IFP of OA. This study presents a distinct proteomic and lipidomic landscape of IFP between individuals with OA and those without. These findings provide valuable insights into the molecular changes associated with potential mechanisms underlying OA.

髌下脂肪垫的蛋白质组和脂质组特征及其在膝关节骨性关节炎中的临床意义
骨关节炎(OA)是一种常见的关节疾病,可因脂质代谢紊乱而加重。关节内脂肪垫(IFP)已成为膝关节OA(KOA)病理变化的一个活跃参与者。然而,KOA患者的关节内脂肪垫组织与对照组患者的关节内脂肪垫组织在蛋白质组和脂质组上的差异仍不清楚。我们从患有和未患有 OA 的个体(n = 6、n = 6)中采集了 IFP 样本。随后,对这些样本进行了基于液相色谱/质谱的无标记定量蛋白质组学和脂质组学分析,以鉴定差异表达蛋白质(DEPs)和脂质代谢物(DELMs)。对 DEPs 进一步进行了富集分析,并使用多种算法确定了中心 DEPs。此外,还根据确定的中心 DEPs 或 DELMs 建立了 OA 诊断模型。此外,还利用 CIBERSORT 研究了 OA IFP 中枢纽蛋白表达与免疫相关模块之间的相关性。结果显示,与对照组相比,OA 患者的 IFP 中存在 315 个 DEPs 和 8 个 DELMs。DEPs的富集分析突显了与凝血、补体、脂肪酸代谢和脂肪生成相关的通路的潜在改变。包含四个枢纽 DEPs(AUC = 0.861)或八个 DELMs(AUC = 0.917)的诊断模型在诊断 OA 方面表现出极佳的临床有效性。此外,研究还发现中枢 DEPs 与 OA IFP 中的免疫功能障碍有关。这项研究揭示了患有 OA 和未患有 OA 的 IFP 之间不同的蛋白质组和脂质组图谱。这些发现为了解与 OA 潜在机制相关的分子变化提供了宝贵的见解。
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来源期刊
CiteScore
11.00
自引率
2.10%
发文量
109
审稿时长
53 days
期刊介绍: BBA Molecular and Cell Biology of Lipids publishes papers on original research dealing with novel aspects of molecular genetics related to the lipidome, the biosynthesis of lipids, the role of lipids in cells and whole organisms, the regulation of lipid metabolism and function, and lipidomics in all organisms. Manuscripts should significantly advance the understanding of the molecular mechanisms underlying biological processes in which lipids are involved. Papers detailing novel methodology must report significant biochemical, molecular, or functional insight in the area of lipids.
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