贝利姆单抗在系统性红斑狼疮中的疾病改善作用的分子基础和早期反应的分子预测因子:血液转录组分析涉及先天免疫和DNA损伤反应途径。

IF 20.6 1区 医学 Q1 RHEUMATOLOGY Annals of the Rheumatic Diseases Pub Date : 2025-02-01 Epub Date: 2025-01-24 DOI:10.1136/ard-2024-226051
Georgia-Savina Moysidou, Panagiotis Garantziotis, George Sentis, Dimitra Nikoleri, Nikolaos Malissovas, Myrto Nikoloudaki, Eirini-Maria Stergioti, Styliani Polia, Nikolaos Paschalidis, Anastasia Filia, Maria Grigoriou, Dionysis Nikolopoulos, Noemin Kapsala, Spyridon Katechis, Antonis Fanouriakis, George Bertsias, Dimitrios T Boumpas
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引用次数: 0

摘要

目的:Belimumab被认为是系统性红斑狼疮(SLE)的一种疾病调节剂,但其作用的分子基础和预测早期临床反应的能力仍未被探索。为了解决这些问题,我们进行了纵向、深入的血液转录组研究。方法:在基线和贝利单抗治疗6个月后,对活动性SLE患者的血液(n=45对样本)进行rna测序。根据SLE应答者指数(SRI)-4和狼疮低疾病活动状态(LLDAS)确定临床反应。加权相关网络分析(Weighted correlation network analysis, WGCNA)用于揭示基因模块与性状之间的关联。评估SLE易感性的可逆性和严重性基因特征。机器学习被用来建立预测反应的模型。结果:Belimumab诱导广泛的转录组改变,下调与B细胞、I/II型干扰素、IL-6/STAT3和中性粒细胞激活相关的通路。与SRI-4+/LLDAS-反应相比,LLDAS+患者的这些效果更为明显,在前一组中观察到SLE“易感性”特征的改善。无监督分析揭示了中性粒细胞脱颗粒、I型干扰素信号传导和细胞因子产生中富集的基因模块与6个月时的反应呈正相关。使用神经网络,一组50个基因(包括CCL4L2、CARD10、MMP15和KLRC2)预测对贝利木单抗的反应,交叉验证的特异性为84%(测试集)。缺乏应答与细胞周期检查点、PI3K/ Akt/哺乳动物雷帕霉素靶点和tgf - β信号通路的扰动有关。结论:Belimumab治疗可改善SLE的多种先天性和适应性免疫失调,并可能逆转疾病特征,与药物降低活性和预防耀斑的作用一致。先天免疫的指纹与强劲的改善相关,而DNA损伤反应与对BAFF抑制反应较弱的疾病相关。
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Molecular basis for the disease-modifying effects of belimumab in systemic lupus erythematosus and molecular predictors of early response: blood transcriptome analysis implicates the innate immunity and DNA damage response pathways.

Objectives: Belimumab is a putative disease-modifying agent in systemic lupus erythematosus (SLE), yet the molecular underpinnings of its effects and the ability to predict early clinical response remain unexplored. To address these, we undertook a longitudinal, in-depth blood transcriptome study.

Methods: RNA-sequencing was performed in the blood of active SLE patients at baseline and following 6 months of belimumab treatment (n=45 paired samples). Clinical response was determined according to the SLE Responder Index (SRI)-4 and Lupus Low Disease Activity State (LLDAS). Weighted correlation network analysis (WGCNA) was used to uncover gene module trait associations. Reversibility of SLE susceptibility and severity gene signatures was assessed. Machine learning was used to build models predictive of response.

Results: Belimumab induced widespread transcriptome changes with downregulation of pathways related to B cells, type I/II interferon, IL-6/STAT3 and neutrophil activation. These effects were more pronounced among patients with LLDAS+ compared with to SRI-4+/LLDAS- response, with amelioration of the SLE 'susceptibility' signature observed in the former group. Unsupervised analysis unveiled gene modules enriched in neutrophil degranulation, type I interferon signalling and cytokine production to correlate positively with response at 6 months. Using neural networks, a set of 50 genes (including CCL4L2, CARD10, MMP15 and KLRC2) predicted response to belimumab with a cross-validated 84% specificity (test set). Lack of response was linked to perturbations of the cell cycle checkpoints, PI3K/ Akt/mammalian target of rapamycin and TGF-beta signalling pathways.

Conclusion: Belimumab treatment ameliorates multiple innate and adaptive immunity dysregulations of SLE and may reverse the disease signature, consistent with the drug effects on reducing activity and preventing flares. Fingerprints of innate immunity correlate with robust improvement whereas DNA damage response with less responsive disease to BAFF inhibition.

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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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