一种基于sTREM2作为生物标志物的新形态图预测狼疮患者发生神经精神系统性红斑狼疮。

IF 3.4 4区 医学 Q2 RHEUMATOLOGY
Xiujiao Wang, Jian Tang, Fengyun Lu, Xue Zhang, Juan Yao, Ping Gu, Mei Sun, Yanyan Wang
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引用次数: 0

摘要

目的:本研究旨在识别潜在的生物标志物,并构建能够预测SLE患者神经精神系统性红斑狼疮(NPSLE)发展的nomogram。方法:通过生物信息学分析,TREM2在NPSLE中被鉴定为上调基因,参与NPSLE的多种病理通路。这项研究包括80名NPSLE患者和3名匹配的SLE对照组,每个NPSLE患者没有神经精神事件(非NPSLE对照组)。评估血清和脑脊液(CSF)中可溶性TREM2 (sTREM2)的浓度。采用受试者工作特征曲线(ROC曲线)评价strem - 2对NPSLE的诊断能力。这项研究随后整合了大量的临床数据。缺失数据输入后,患者被随机分配到训练集或验证集。利用Boruta算法和多元分析方法构建了模态图。采用ROC曲线、Hosmer-Lemeshow检验和临床决策曲线评估诊断效果。结果:与非NPSLE对照组相比,NPSLE患者血清和脑脊液中的strem - 2水平均显著升高。血清TREM2浓度与NPSLE严重程度和神经精神状态相关。值得注意的是,较高的SLE疾病活动指数(SLEDAI)、增加的系统性狼疮国际合作临床(SLICC)/ACR损伤指数(SDI)、延长的活化部分凝血活素时间(APTT)、较高的血清B细胞和升高的血清sTREM2水平成为NPSLE的重要预测因素。结论:sTREM2是一种有前景的NPSLE诊断生物标志物。将血清sTREM2水平作为预测因子之一的nomogram (nomogram)可有效区分NPSLE与非NPSLE患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel nomogram based on the identification of sTREM2 as a biomarker to predict developing neuropsychiatric systemic lupus erythematosus in lupus patients.

Objectives: This study aimed to identify potential biomarkers and construct a nomogram able to predict the development of neuropsychiatric systemic lupus erythematosus (NPSLE) among SLE patients.

Methods: Using bioinformatics analysis, TREM2 was identified as an upregulated gene in NPSLE, participating in various pathological pathways of NPSLE. This study included 80 NPSLE patients and three matched SLE controls with no neuropsychiatric events (non-NPSLE controls) for each of the NPSLE patients. Both serum and cerebrospinal fluid (CSF) concentrations of soluble TREM2 (sTREM2) were assessed. The diagnostic capability of sTREM2 for NPSLE was evaluated using the receiver-operating characteristic curve (ROC curves). The study subsequently integrated a substantial volume of clinical data. Following missing data imputation, patients were randomly allocated to either the training set or the validation set. The Boruta algorithm and Multiple analyses were utilized for constructing the nomogram. Diagnostic performance was assessed using ROC curves, the Hosmer-Lemeshow test, and clinical decision curves.

Results: sTREM2 levels were notably elevated in both serum and CSF of NPSLE patients compared to non-NPSLE controls. Serum TREM2 concentrations correlated with NPSLE severity and neuropsychiatric state. Notably, higher SLE Disease Activity Index (SLEDAI), increased systemic lupus international collaborating clinics (SLICC)/ACR damage index (SDI), prolonged activated partial thromboplastin time (APTT), a higher serum B cells, and elevated serum sTREM2 levels emerged as significant predictors for NPSLE.

Conclusions: sTREM2 presents as a promising biomarker for NPSLE diagnosis. The nomogram that includes serum sTREM2 level as one of the predictors is effective for distinguishing NPSLE from non-NPSLE patients.

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来源期刊
CiteScore
6.10
自引率
18.90%
发文量
377
审稿时长
3-6 weeks
期刊介绍: Clinical and Experimental Rheumatology is a bi-monthly international peer-reviewed journal which has been covering all clinical, experimental and translational aspects of musculoskeletal, arthritic and connective tissue diseases since 1983.
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