Anne-Mari Mustonen , Marjo Malinen , Ville Paakinaho , Petri Lehenkari , Sanna Palosaari , Vesa Kärjä , Petteri Nieminen
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We aimed to distinguish genetically distinct patient groups as a starting point for further translational studies with the eventual goal of personalized medicine. Samples were collected from arthritic knees during total knee arthroplasty of sex- and age-matched OA and seropositive RA patients (<em>n</em> = 5–6/group). Metabolic pathways of interest were investigated by whole transcriptome sequencing, and DEGs were analyzed with univariate tests, hierarchical clustering (HC), and pathway analyses. There was significant interindividual variation in mRNA expression patterns, but distinct subgroups of OA and RA patients emerged that reacted similarly to their disease states based on HC. Compared to OA, RA samples showed 703 genes to be upregulated and 691 genes to be downregulated. Signaling pathway analyses indicated that these DEGs had common pathways in lipid metabolism, fatty acid biosynthesis and degradation, adipocytokine and insulin signaling, inflammatory response, and extracellular matrix organization. The divergent mRNA expression profiles in RA and OA suggest contribution of IFP to the regulation of synovial inflammatory processes and articular cartilage degradation and could provide novel diagnostic and therapeutic targets.</div></div>","PeriodicalId":8815,"journal":{"name":"Biochimica et biophysica acta. 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Analysis of differentially expressed genes (DEGs) in IFPs could improve the diagnostics of these conditions and help to develop novel treatment strategies. The aim was to identify potentially crucial genes and pathways discriminating OA and RA IFPs using RNA sequencing analysis. We aimed to distinguish genetically distinct patient groups as a starting point for further translational studies with the eventual goal of personalized medicine. Samples were collected from arthritic knees during total knee arthroplasty of sex- and age-matched OA and seropositive RA patients (<em>n</em> = 5–6/group). Metabolic pathways of interest were investigated by whole transcriptome sequencing, and DEGs were analyzed with univariate tests, hierarchical clustering (HC), and pathway analyses. There was significant interindividual variation in mRNA expression patterns, but distinct subgroups of OA and RA patients emerged that reacted similarly to their disease states based on HC. 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引用次数: 0
摘要
骨关节炎(OA)和自身免疫驱动的类风湿性关节炎(RA)是炎症性关节疾病,它们有部分相似的症状,但病因不同,人们对其认识不足。包括关节内髌下脂肪垫(IFP)在内的脂肪组织可能是导致这两种疾病发生的原因之一。对IFP中差异表达基因(DEGs)的分析可以改善这些疾病的诊断,并有助于开发新的治疗策略。我们的目的是利用 RNA 测序分析找出区分 OA 和 RA IFP 的潜在关键基因和通路。我们旨在区分不同基因的患者群体,以此为起点开展进一步的转化研究,最终实现个性化医疗的目标。样本采集自性别和年龄匹配的 OA 和血清阳性 RA 患者(5-6 人/组)在全膝关节置换术中的关节炎膝关节。通过全转录组测序研究了感兴趣的代谢通路,并通过单变量检验、层次聚类(HC)和通路分析对DEGs进行了分析。mRNA表达模式存在明显的个体差异,但OA和RA患者出现了不同的亚组,根据HC,这些亚组对其疾病状态的反应相似。与 OA 相比,RA 样本中有 703 个基因上调,691 个基因下调。信号通路分析表明,这些DEGs在脂质代谢、脂肪酸生物合成和降解、脂肪细胞因子和胰岛素信号转导、炎症反应和细胞外基质组织中具有共同的通路。RA和OA中不同的mRNA表达谱表明,IFP对滑膜炎症过程和关节软骨降解的调控做出了贡献,并可能提供新的诊断和治疗靶点。
RNA sequencing analysis reveals distinct gene expression patterns in infrapatellar fat pads of patients with end-stage osteoarthritis or rheumatoid arthritis
Osteoarthritis (OA) and autoimmune-driven rheumatoid arthritis (RA) are inflammatory joint diseases that share partly similar symptoms but have different, inadequately understood pathogeneses. Adipose tissues, including intra-articular infrapatellar fat pad (IFP), may contribute to their development. Analysis of differentially expressed genes (DEGs) in IFPs could improve the diagnostics of these conditions and help to develop novel treatment strategies. The aim was to identify potentially crucial genes and pathways discriminating OA and RA IFPs using RNA sequencing analysis. We aimed to distinguish genetically distinct patient groups as a starting point for further translational studies with the eventual goal of personalized medicine. Samples were collected from arthritic knees during total knee arthroplasty of sex- and age-matched OA and seropositive RA patients (n = 5–6/group). Metabolic pathways of interest were investigated by whole transcriptome sequencing, and DEGs were analyzed with univariate tests, hierarchical clustering (HC), and pathway analyses. There was significant interindividual variation in mRNA expression patterns, but distinct subgroups of OA and RA patients emerged that reacted similarly to their disease states based on HC. Compared to OA, RA samples showed 703 genes to be upregulated and 691 genes to be downregulated. Signaling pathway analyses indicated that these DEGs had common pathways in lipid metabolism, fatty acid biosynthesis and degradation, adipocytokine and insulin signaling, inflammatory response, and extracellular matrix organization. The divergent mRNA expression profiles in RA and OA suggest contribution of IFP to the regulation of synovial inflammatory processes and articular cartilage degradation and could provide novel diagnostic and therapeutic targets.
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.