多组学分析揭示了特发性炎性肌病的亚型特异性机制和生物标志物。

IF 20.6 1区 医学 Q1 RHEUMATOLOGY
Yizhi Xiao, Shasha Xie, Yanjuan Liu, Yu Jiang, Hongdong Li, Huali Zhang, Xiaoxia Zuo, Hui Luo, Honglin Zhu
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引用次数: 0

摘要

目的:特发性炎症性肌病(IIM)是一种具有不同亚型特征的自身免疫性疾病,但其分子机制尚不清楚。本研究整合了多组学数据,以确定亚型特异性分子特征,并评估其在汉族IIM队列中的预后意义。方法:对203例IIM患者(包括44例验证队列)和18例对照组的肌肉组织进行RNA测序、蛋白质组学和代谢组学分析。通过多组学因子分析(MOFA)分析外显子、内含子保留(IRs)、蛋白质和代谢物的差异表达。途径富集、单样本基因集富集分析(ssGSEA)、与临床特征的相关性、受试者工作特征曲线和生存分析。结果:MOFA将皮肌炎(DM)、免疫介导坏死性肌病(IMNM)和抗合成酶综合征(ASyS)与对照组区分开来,分别确定了798、748和297种亚型特异性特征和途径,并在独立队列中进一步验证。在糖尿病中,干扰素(IFN)和细胞因子通路的上调是显著的,11个IFN相关基因在外显子、IR和蛋白质水平上发生了改变,相关代谢物也发生了变化。ifn和细胞因子评分与皮肤表现、包囊周围萎缩/坏死、炎症和复发风险相关。IMNM显示肌球蛋白、肌动蛋白和肌钙蛋白基因的变化,细胞骨架和细胞外基质(ECM)通路的富集与肌肉坏死、再生和炎症呈正相关。ecm相关通路的蛋白水平预示着良好的预后。ASyS表现出不同的代谢特征(核苷、酮类、磷脂酰丝氨酸)和内皮功能障碍,关键代谢调节基因(FABP3、AKR1C2、AKR1C3)显示出与坏死、炎症和预后相关的多组学改变。结论:这项多组学分析阐明了IIM亚型的不同分子机制,确定了个性化预后和治疗的潜在生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiomics analysis uncovers subtype-specific mechanisms and biomarkers in idiopathic inflammatory myopathies.

Objectives: Idiopathic inflammatory myopathies (IIM) are autoimmune disorders with distinct subtype features, but their molecular mechanisms remain unclear. This study integrated multiomics data to identify subtype-specific molecular signatures and evaluate their prognostic significance in a Han Chinese IIM cohort.

Methods: RNA sequencing, proteomics, and metabolomics were generated on muscle tissues from 203 patients with IIM (including 44 in a validation cohort) and 18 controls. Differential expression was analysed for exons, intron retentions (IRs), proteins, and metabolites, integrated via multiomics factor analysis (MOFA). Pathway enrichment, single-sample Gene Set Enrichment Analysis (ssGSEA), correlation with clinical features, receiver operating characteristic curve, and survival analyses were conducted.

Results: MOFA distinguished dermatomyositis (DM), immune-mediated necrotising myopathy (IMNM), and antisynthetase syndrome (ASyS) from controls, identifying 798, 748, and 297 subtype-specific features and pathways, respectively, which were further validated in an independent cohort. In DM, upregulated interferon (IFN) and cytokine pathways were prominent, with 11 IFN-related genes altered at exon, IR, and protein levels, alongside changes in related metabolites. IFNs and cytokine scores correlated with skin manifestations, perifascicular atrophy/necrosis, inflammation, and relapse risk. IMNM showed changes in myosin, actin, and troponin genes, with enrichment of cytoskeleton and extracellular matrix (ECM) pathways that were positively linked to muscle necrosis, regeneration, and inflammation. Protein-level of ECM-related pathways predicted a favourable prognosis. ASyS displayed distinct metabolic signatures (nucleosides, ketones, phosphatidylserine) and endothelial dysfunction, with key metabolism-regulated genes (FABP3, AKR1C2, AKR1C3) showing multiomics alterations associated with necrosis, inflammation, and prognosis.

Conclusions: This multiomics analysis elucidates distinct molecular mechanisms in IIM subtypes, identifying potential biomarkers for personalised prognosis and therapy.

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来源期刊
Annals of the Rheumatic Diseases
Annals of the Rheumatic Diseases 医学-风湿病学
CiteScore
35.00
自引率
9.90%
发文量
3728
审稿时长
1.4 months
期刊介绍: Annals of the Rheumatic Diseases (ARD) is an international peer-reviewed journal covering all aspects of rheumatology, which includes the full spectrum of musculoskeletal conditions, arthritic disease, and connective tissue disorders. ARD publishes basic, clinical, and translational scientific research, including the most important recommendations for the management of various conditions.
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