分子生物学
IVD分子诊断
细胞培养与分析
蛋白研究
细胞因子
重组蛋白
抗体
高通量测序建库
病原检测UCF系列
生物医药
工具酶
抑制剂激活剂与常用试剂
仪器
耗材

Identifying novel biomarkers for systemic lupus erythematosus associated with macrophage activation syndrome

Yuanyuan Pei, Yiran Zhou, Fengtao Yang, Lingjie Cao, Ranran Yao, Renge Liang, Xiao Han, Xi Wang, Zhenming Liu, Jihong Zhu, Yin Su

Journal:BIOMEDICINE & PHARMACOTHERAPY

IF:7.5

DOI:10.1016/j.biopha.2026.119101

PMID:

Published:2026-02-13

research field:转化医学风湿病学免疫学自身免疫性疾病分子诊断

Abstract

Objective Macrophage activation syndrome (MAS) represents a subtype of hemophagocytic lymphohistiocytosis (HLH) associated with autoimmune diseases. Systemic lupus erythematosus (SLE) is one of the most common autoimmune diseases that induce MAS. The overlapping systemic symptoms of SLE and clinical manifestations of HLH pose challenges in clinical diagnosis, contributing to significant rates of underdiagnosis and misdiagnosis, warranting further investigation. Identifying early diagnostic biomarkers with high sensitivity and specificity for MAS in SLE holds significant clinical importance. Method Active SLE (SLEDAI 2k score≥5) patients were recruited from January 2022 to January 2024, from Peking University People’s Hospital. MAS was diagnosed according to HLH-2004 criteria or HScore≥ 169. RNA sequencing was utilized to conduct a preliminary examination of the differences in mRNA expression profiles among peripheral blood mononuclear cells (PBMC) derived from healthy controls (HC), patients with moderately active SLE, and those with SLE-MAS. Subsequently, key differentially expressed mRNA candidates were selected to verify their accuracy in predicting MAS within the active SLE population by stratifying SLE patients into groups with or without MAS through using Real-time PCR method. Meanwhile, clinical baseline data were collected for further analysis. Result Overall, 50 active SLE patients were enrolled eventually, 28 % developed MAS. In this study, RNA-seq of PBMCs from active SLE patients revealed KLRG1, KLRC3, and ULK2 as key mRNA predictors of SLE-MAS. Clinically, SLE-MAS patients showed higher rates of fever, cytopenia, lymphadenopathy, acute liver injury, and thrombotic microangiopathy, and with obvious abnormal HLH-related laboratory tests in comparison with active SLE group. Among the three transcripts, KLRG1 achieved the best performance (AUC 0.927, sensitivity 88.9 %, specificity 92.9 %), KLRC3 and ULK2 all have to been shown good identification ability,

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