• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

用于持续性炎症难治性类风湿关节炎潜在生物标志物和分子机制的综合多组学研究

Integrated multi-omics for potential biomarkers and molecular mechanism of persistent inflammatory refractory rheumatoid arthritis.

作者信息

Zhang Ping-Heng, Bi Ya-Nan, Zhao Xiao-Feng, Chen Kang, Chen En-Sheng, Xiao Chang-Hong

机构信息

Rheumatology & Immunology Department, Southern Medical University Hospital of Integrated Traditional Chinese and Western Medicine, Southern Medical University, Guangzhou, China.

The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.

出版信息

Front Immunol. 2025 Jul 25;16:1574783. doi: 10.3389/fimmu.2025.1574783. eCollection 2025.

DOI:10.3389/fimmu.2025.1574783
PMID:40787440
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12331588/
Abstract

INTRODUCTION

Persistent inflammatory refractory rheumatoid arthritis (PIRRA) presents a major clinical challenge, and its underlying molecular mechanisms remain inadequately understood.

METHODS

athogenesis. Synovial joint tissues were collected from 30 TgTC mice and 30 Friend virus B (FVB) control mice. Of these, 18 mice per group were used for transcriptomic, proteomic, and metabolomic analyses; 6 for pathological examination and microCT imaging; and 6 for validation experiments. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, protein-protein interaction networks, and KEGG Markup Language (KGML) network analysis were employed to characterize the functional roles of differentially expressed genes (DEGs), proteins, metabolites, and associated biological pathways. Notably, five genes/proteins-macrophage-expressed gene 1 (), ectonucleotide pyrophosphatase/phosphodiesterase 2 (), toll-like receptor 2 (), cluster of differentiation 14 (), and lysozyme 2 ()-were validated by quantitative reverse transcription PCR (qRT-PCR), Western blotting, and immunohistochemistry.

RESULTS

A total of 2,410 DEGs, 366 differentially expressed proteins, and 120 significantly altered metabolites (P < 0.05) were identified between the model (TgTC ) and control (FVB) groups. These molecules were mainly associated with Golgi apparatus dysfunction, lipid metabolism, and immune-inflammatory responses. Integrative multi-omics analysis further revealed that these molecular alterations are involved in the activation of the PI3K-AKT-mTOR signaling pathway, as well as disruptions in tryptophan and lipid metabolism. Among the metabolites, phosphatidylinositol (PI) (12:0/12:0), N-docosahexaenoyl tryptophan, and PI (22:1(11Z)/0:0) were identified as key metabolic signatures of persistent joint synovitis in TgTC mice. In addition, the expression of , and was evaluated in synovial samples from patients with PIRRA and classical RA. Notably, , and were significantly upregulated in PIRRA, whereas and did not show statistically significant differences between groups.

DISCUSSION

Our findings highlight the critical role of altered gene, protein, and metabolite expression in the pathogenesis of PIRRA, offering new insights into its molecular basis and potential therapeutic targets.

摘要

引言

持续性炎症难治性类风湿性关节炎(PIRRA)是一个重大的临床挑战,其潜在的分子机制仍未得到充分理解。

方法

发病机制。从30只TgTC小鼠和30只Friend病毒B(FVB)对照小鼠中收集滑膜关节组织。其中,每组18只小鼠用于转录组学、蛋白质组学和代谢组学分析;6只用于病理检查和显微CT成像;6只用于验证实验。采用基因本体论(GO)、京都基因与基因组百科全书(KEGG)通路分析、蛋白质-蛋白质相互作用网络和KEGG标记语言(KGML)网络分析来表征差异表达基因(DEG)、蛋白质、代谢物和相关生物学通路的功能作用。值得注意的是,通过定量逆转录PCR(qRT-PCR)、蛋白质免疫印迹法和免疫组织化学法对5个基因/蛋白质——巨噬细胞表达基因1()、胞外核苷酸焦磷酸酶/磷酸二酯酶2()、Toll样受体2()、分化簇14()和溶菌酶2()进行了验证。

结果

在模型(TgTC)组和对照组(FVB)之间共鉴定出2410个DEG、366个差异表达蛋白质和120种显著改变的代谢物(P<0.05)。这些分子主要与高尔基体功能障碍、脂质代谢和免疫炎症反应相关。综合多组学分析进一步揭示,这些分子改变涉及PI3K-AKT-mTOR信号通路的激活以及色氨酸和脂质代谢的紊乱。在这些代谢物中,磷脂酰肌醇(PI)(12:0/12:0)、N-二十二碳六烯酰色氨酸和PI(22:1(11Z)/0:0)被确定为TgTC小鼠持续性关节滑膜炎的关键代谢特征。此外,还对PIRRA患者和经典类风湿性关节炎患者的滑膜样本中、和的表达进行了评估。值得注意的是,在PIRRA中、和显著上调,而和在两组之间未显示出统计学上的显著差异。

讨论

我们的研究结果突出了基因、蛋白质和代谢物表达改变在PIRRA发病机制中的关键作用,为其分子基础和潜在治疗靶点提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/2aad2d5222ec/fimmu-16-1574783-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/2850b130d36d/fimmu-16-1574783-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/658304ab9f11/fimmu-16-1574783-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/918f9f1ac536/fimmu-16-1574783-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/e32702125c7c/fimmu-16-1574783-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/2c3fd5154509/fimmu-16-1574783-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/b45b16e55a02/fimmu-16-1574783-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/2aad2d5222ec/fimmu-16-1574783-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/2850b130d36d/fimmu-16-1574783-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/658304ab9f11/fimmu-16-1574783-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/918f9f1ac536/fimmu-16-1574783-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/e32702125c7c/fimmu-16-1574783-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/2c3fd5154509/fimmu-16-1574783-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/b45b16e55a02/fimmu-16-1574783-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fe2/12331588/2aad2d5222ec/fimmu-16-1574783-g007.jpg

相似文献

1
Integrated multi-omics for potential biomarkers and molecular mechanism of persistent inflammatory refractory rheumatoid arthritis.用于持续性炎症难治性类风湿关节炎潜在生物标志物和分子机制的综合多组学研究
Front Immunol. 2025 Jul 25;16:1574783. doi: 10.3389/fimmu.2025.1574783. eCollection 2025.
2
Shared molecular biomarkers and therapeutic targets in rheumatoid arthritis and osteoarthritis: Focus on EIF3B, KHSRP, NCL, PDCD1LG2, and SLC25A37.类风湿性关节炎和骨关节炎中的共享分子生物标志物及治疗靶点:聚焦于真核翻译起始因子3B(EIF3B)、KH型剪接调节蛋白(KHSRP)、核仁素(NCL)、程序性细胞死亡蛋白1配体2(PDCD1LG2)和溶质载体家族25成员37(SLC25A37)。
Cytokine. 2025 Sep;193:156988. doi: 10.1016/j.cyto.2025.156988. Epub 2025 Jun 30.
3
Identification and validation of CKAP2 as a novel biomarker in the development and progression of rheumatoid arthritis.鉴定和验证CKAP2作为类风湿关节炎发生发展中的一种新型生物标志物
Front Immunol. 2025 Jun 25;16:1606201. doi: 10.3389/fimmu.2025.1606201. eCollection 2025.
4
Core autophagy genes and immune infiltration characteristics in rheumatoid arthritis: A bioinformatics study.类风湿关节炎中核心自噬基因与免疫浸润特征:一项生物信息学研究
PLoS One. 2025 Jul 11;20(7):e0326168. doi: 10.1371/journal.pone.0326168. eCollection 2025.
5
Identification of shared key genes and pathways in osteoarthritis and sarcopenia patients based on bioinformatics analysis.基于生物信息学分析鉴定骨关节炎和肌肉减少症患者共有的关键基因和通路
Zhong Nan Da Xue Xue Bao Yi Xue Ban. 2025 Mar 28;50(3):430-446. doi: 10.11817/j.issn.1672-7347.2025.240669.
6
Targeting myeloid differentiation protein 2 ameliorates rheumatoid arthritis by inhibiting inflammation and ferroptosis via MAPK and NF-κB signaling pathways.靶向髓样分化蛋白2通过丝裂原活化蛋白激酶和核因子κB信号通路抑制炎症和铁死亡来改善类风湿性关节炎。
J Mol Med (Berl). 2025 May 21. doi: 10.1007/s00109-025-02555-8.
7
Identification and Mechanistic Studies of Key Genes in Thalamic Hemorrhage Pain by Multi-omics.基于多组学技术的丘脑脑出血性疼痛关键基因鉴定及机制研究
J Integr Neurosci. 2025 Jul 25;24(7):38130. doi: 10.31083/JIN38130.
8
Mechanistic insights into the anti-rheumatoid arthritis effects of ursolic acid from Periploca forrestii Schltr. via network pharmacology, molecular docking, and experimental Validation.基于网络药理学、分子对接和实验验证对黑骨藤中熊果酸抗类风湿性关节炎作用的机制研究
Biochem Biophys Res Commun. 2025 Aug 15;775:152111. doi: 10.1016/j.bbrc.2025.152111. Epub 2025 May 28.
9
Multi-Omics insights into the molecular mechanisms of trochlear dysplasia: A proteomic and metabolomic study in rats.多组学洞察滑车发育不良的分子机制:大鼠的蛋白质组学和代谢组学研究
PLoS One. 2025 Aug 11;20(8):e0325562. doi: 10.1371/journal.pone.0325562. eCollection 2025.
10
Deciphering the transcriptomic characteristic of lactate metabolism and the immune infiltration landscape in abdominal aortic aneurysm.解析腹主动脉瘤中乳酸代谢的转录组特征及免疫浸润格局。
Biochem Biophys Res Commun. 2025 Jun 14;776:152198. doi: 10.1016/j.bbrc.2025.152198.

本文引用的文献

1
Ermiao San attenuating rheumatoid arthritis via PI3K/AKT/mTOR signaling activate HIF-1α induced glycolysis.二妙散通过PI3K/AKT/mTOR信号通路激活低氧诱导因子-1α诱导的糖酵解来减轻类风湿性关节炎。
J Ethnopharmacol. 2025 Apr 9;345:119615. doi: 10.1016/j.jep.2025.119615. Epub 2025 Mar 11.
2
Gut microbiota determines the fate of dietary fiber-targeted interventions in host health.肠道微生物群决定了膳食纤维靶向干预宿主健康的命运。
Gut Microbes. 2024 Jan-Dec;16(1):2416915. doi: 10.1080/19490976.2024.2416915. Epub 2024 Oct 17.
3
Metabolic changes in fibroblast-like synoviocytes in rheumatoid arthritis: state of the art review.
类风湿关节炎成纤维样滑膜细胞的代谢变化:最新研究进展综述。
Front Immunol. 2024 Feb 28;15:1250884. doi: 10.3389/fimmu.2024.1250884. eCollection 2024.
4
Lysozyme promotes renal fibrosis through the JAK/STAT3 signal pathway in diabetic nephropathy.溶菌酶通过JAK/STAT3信号通路促进糖尿病肾病中的肾纤维化。
Arch Med Sci. 2023 Jul 31;20(1):233-247. doi: 10.5114/aoms/170160. eCollection 2024.
5
Spatial multi-omics: novel tools to study the complexity of cardiovascular diseases.空间多组学:研究心血管疾病复杂性的新工具。
Genome Med. 2024 Jan 18;16(1):14. doi: 10.1186/s13073-024-01282-y.
6
Poly-Refractory Rheumatoid Arthritis: An Uncommon Subset of Difficult to Treat Disease With Distinct Inflammatory and Noninflammatory Phenotypes.多难治性类风湿关节炎:一种治疗困难的疾病的罕见亚型,具有不同的炎症和非炎症表型。
Arthritis Rheumatol. 2024 Apr;76(4):510-521. doi: 10.1002/art.42767. Epub 2024 Feb 6.
7
Isobavachin, a main bioavailable compound in Psoralea corylifolia, alleviates lipopolysaccharide-induced inflammatory responses in macrophages and zebrafish by suppressing the MAPK and NF-κB signaling pathways.补骨脂素是补骨脂中的主要生物活性化合物,通过抑制 MAPK 和 NF-κB 信号通路,减轻脂多糖诱导的巨噬细胞和斑马鱼的炎症反应。
J Ethnopharmacol. 2024 Mar 1;321:117501. doi: 10.1016/j.jep.2023.117501. Epub 2023 Nov 25.
8
A systematic review and meta-analysis of the kynurenine pathway of tryptophan metabolism in rheumatic diseases.风湿性疾病色氨酸代谢犬尿氨酸途径的系统评价和荟萃分析。
Front Immunol. 2023 Oct 23;14:1257159. doi: 10.3389/fimmu.2023.1257159. eCollection 2023.
9
Autotaxin production in the human breast cancer tumor microenvironment mitigates tumor progression in early breast cancers.人乳腺癌肿瘤微环境中自分泌运动因子的产生可减轻早期乳腺癌的肿瘤进展。
Am J Cancer Res. 2023 Jul 15;13(7):2790-2813. eCollection 2023.
10
High expression of ENPP2 is an independent predictor of poor prognosis in liver cancer.ENPP2 高表达是肝癌预后不良的独立预测因子。
Medicine (Baltimore). 2023 Aug 4;102(31):e34480. doi: 10.1097/MD.0000000000034480.