蛋白质组学揭示了ICAM2 (CD102)作为增殖性狼疮性肾炎的一种新的血清生物标志物。

IF 3.7 2区 医学 Q1 RHEUMATOLOGY
Zhengyong Li, Yifang Sun, Yixue Wang, Fengxun Liu, Shaokang Pan, Songwei Li, Zuishuang Guo, Dan Gao, Jinghua Yang, Zhangsuo Liu, Dongwei Liu
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引用次数: 0

摘要

目的:本研究旨在通过血清蛋白质组学鉴定狼疮性肾炎(LN)的新型非侵入性生物标志物。方法:采用液相色谱-串联质谱法对LN组和健康对照组血清蛋白进行检测。使用Cytoscape软件筛选LN相关的关键网络,然后进行途径富集分析。通过机器学习模型选择最佳候选生物标志物,并在更大的独立队列中进一步验证。最后,在肾组织样本中验证了这些候选标志物的表达,并通过体外细胞转染siRNA,敲低细胞间粘附分子2 (ICAM2)的表达,探索其机制。结果:通过LN的血清蛋白质组学筛选,确定了一个由20个蛋白组成的关键网络。使用机器学习模型选择ICAM2 (CD102)、金属蛋白酶抑制剂1 (TIMP1)和血栓反应蛋白1 (THSB1)进行独立队列验证。ICAM2在区分LN和HC方面的曲线下面积(AUC)值最高(AUC=0.92),且与活性指数、蛋白尿、白蛋白和抗dsdna抗体水平显著相关。特别是,ICAM2在增生性LN中显著升高,并与特定病理属性相关,优于区分增生性LN和非增生性LN的常规参数。增生性LN患者的肾组织样本中ICAM2表达也升高。在体外实验中,ICAM2表达下调可抑制PI3K/Akt通路的激活,减轻肾小球内皮细胞的损伤。结论:ICAM2 (CD102)可能作为反映肾脏病理活动的增殖性LN的潜在血清生物标志物,可能通过PI3K/Akt通路促进LN的进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proteomics uncovers ICAM2 (CD102) as a novel serum biomarker of proliferative lupus nephritis.

Objectives: This study aimed to identify novel, non-invasive biomarkers for lupus nephritis (LN) through serum proteomics.

Methods: Serum proteins were detected in patients with LN and healthy control (HC) groups through liquid chromatography-tandem mass spectrometry. The key networks associated with LN were screened out using Cytoscape software, followed by pathway enrichment analysis. The best candidate biomarkers were selected by machine learning models, further validated in a larger independent cohort. Finally, the expression of these candidate markers was verified in kidney tissue samples, and the mechanism was explored by knocking down the expression of intercellular adhesion molecule 2 (ICAM2) through in vitro cell transfection with siRNA.

Results: Following the serum proteomic screening of LN, a key network of 20 proteins was identified. Machine learning models were used to select ICAM2 (CD102), metalloproteinase inhibitor 1 (TIMP1) and thrombospondin 1 (THSB1) for validation in independent cohorts. ICAM2 exhibited the highest area under the curve (AUC) value in distinguishing LN from HC (AUC=0.92) and was significantly correlated with activity index, proteinuria, albumin and anti-dsDNA antibody levels. Particularly, ICAM2 was significantly elevated in proliferative LN and was associated with specific pathological attributes, outperforming conventional parameters in distinguishing proliferative LN from non-proliferative LN. ICAM2 expression was also elevated in renal tissue samples from patients with proliferative LN. In vitro, knockdown of ICAM2 expression can inhibit the activation of the PI3K/Akt pathway and alleviate the injury of glomerular endothelial cells.

Conclusion: ICAM2 (CD102) may serve as a potential serum biomarker for proliferative LN that reflects renal pathology activity, potentially contributing to the progression of LN through the PI3K/Akt pathway.

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来源期刊
Lupus Science & Medicine
Lupus Science & Medicine RHEUMATOLOGY-
CiteScore
5.30
自引率
7.70%
发文量
88
审稿时长
15 weeks
期刊介绍: Lupus Science & Medicine is a global, peer reviewed, open access online journal that provides a central point for publication of basic, clinical, translational, and epidemiological studies of all aspects of lupus and related diseases. It is the first lupus-specific open access journal in the world and was developed in response to the need for a barrier-free forum for publication of groundbreaking studies in lupus. The journal publishes research on lupus from fields including, but not limited to: rheumatology, dermatology, nephrology, immunology, pediatrics, cardiology, hepatology, pulmonology, obstetrics and gynecology, and psychiatry.
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