Serum tryptophan-kynurenine metabolites served as biomarkers of disease activity in rheumatoid arthritis and linked to immune imbalance

IF 4.6 2区 医学 Q1 Medicine
Ruihe Wu, Baochen Li, Rui Su, Xiaoyang Liu, Anqi Gao, Jing Luo, Chong Gao, Xiaofeng Li, Caihong Wang
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引用次数: 0

Abstract

Immune imbalance caused by imbalanced helper T(Th)17/regulatory T (Treg) and follicular helper T (Tfh)/follicular regulatory T (Tfr) cells drives the onset of rheumatoid arthritis (RA) fundamentally. Tryptophan (Trp) metabolism is crucial in regulating immune and altered Trp metabolism has been reported in RA. However, the potential of altered Trp metabolites to serve as RA-related biomarkers and their relationship to immune balance in RA remains undetermined. We explored the Trp metabolic characteristics in RA by comparing the targeted quantitative Trp metabolomics between 29 new-onset RA patients and 19 healthy controls (HCs). The RA-related disease biomarkers from Trp metabolites were identified to construct a classification model through machine learning algorithms. Their association with immune imbalance in RA was analyzed. Differential analysis exhibited significant alterations in serum Trp metabolites and metabolic pathways between RA and HCs. There were 7 differential metabolites of serum Trp, which were all decreased in RA (P < 0.05). Trp metabolic pathways analysis indicated that the Trp-Kynurenine(Kyn) pathway was downregulated in RA(P < 0.05). And the key enzyme of the Trp-Kyn pathway, indoleamine-2,3-dioxygenase1 (IDO1), was reduced in RA (P < 0.05). Altered Trp metabolites especially those from the Trp-Kyn pathway exhibited a negative correlation with the clinical indicators and autoantibody expression. 4 Trp metabolites from the Trp-Kyn pathway including Trp, xanthurenic acid (XA), cinnabarinic acid (CA) and kynurenic acid (KynA) were identified as RA-related disease biomarkers to construct RA-HC classification model, which exhibited good ability to distinguish RA from HCs (AUC = 0.951, 95%CI = 0.897-1.000) and stratify disease activity of RA. In addition, these Trp-Kyn pathway metabolites were also associated with the immune imbalance of RA. Specifically, reduced Trp and XA were negatively related to the imbalanced Th17/Treg cells, and reduced KynA was negatively associated with the imbalanced Tfh/Tfr cells. And the reduced IDO1 was also negatively correlated to the imbalanced Tfh/Tfr cells. Altered Trp-Kyn metabolism might contribute to the pathogenesis of RA. We highlighted the association of the Trp-Kyn metabolic pathway with immune imbalance in RA and its potential value in clinical practice, particularly in early diagnosis, disease activity monitoring, and personalized treatment.
血清色氨酸-犬尿氨酸代谢物作为类风湿性关节炎疾病活动性的生物标志物,与免疫失衡有关
辅助性T(Th)17/调节性T(Treg)和滤泡性辅助性T(Tfh)/滤泡调节性T(Tfr)细胞失衡引起的免疫失衡是类风湿性关节炎(RA)发病的根本驱动因素。色氨酸(Trp)代谢在调节免疫中起着至关重要的作用,在RA中已经报道了色氨酸代谢的改变。然而,改变的色氨酸代谢物作为RA相关生物标志物的潜力及其与RA免疫平衡的关系仍未确定。我们通过比较29例新发RA患者和19例健康对照(hc)的Trp靶向定量代谢组学,探讨了RA中Trp代谢特征。从Trp代谢物中识别ra相关疾病生物标志物,通过机器学习算法构建分类模型。分析了它们与RA免疫失衡的关系。差异分析显示RA和hc之间血清色氨酸代谢物和代谢途径有显著变化。血清色氨酸有7种差异代谢物,RA组均降低(P < 0.05)。色氨酸代谢途径分析显示,RA中色氨酸-犬尿氨酸(Kyn)途径下调(P < 0.05)。RA组Trp-Kyn通路关键酶吲哚胺-2,3-双氧合酶1 (IDO1)表达降低(P < 0.05)。色氨酸代谢产物的改变,尤其是来自色氨酸- kyn通路的代谢产物与临床指标和自身抗体表达呈负相关。将Trp- kyn通路中Trp、黄尿酸(XA)、朱砂酸(CA)、犬尿酸(KynA)等4种Trp代谢产物作为RA相关疾病的生物标志物,构建RA- hc分类模型,该模型具有较好的RA与hc区分能力(AUC = 0.951, 95%CI = 0.897-1.000),并对RA的疾病活性进行分层。此外,这些Trp-Kyn通路代谢物也与RA的免疫失衡有关。其中,Trp和XA的降低与Th17/Treg细胞失衡呈负相关,KynA的降低与Tfh/Tfr细胞失衡呈负相关。IDO1的减少也与不平衡的Tfh/Tfr细胞呈负相关。Trp-Kyn代谢的改变可能与RA的发病机制有关。我们强调了Trp-Kyn代谢途径与RA免疫失衡的关联及其在临床实践中的潜在价值,特别是在早期诊断、疾病活动监测和个性化治疗方面。
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来源期刊
CiteScore
8.60
自引率
2.00%
发文量
261
审稿时长
14 weeks
期刊介绍: Established in 1999, Arthritis Research and Therapy is an international, open access, peer-reviewed journal, publishing original articles in the area of musculoskeletal research and therapy as well as, reviews, commentaries and reports. A major focus of the journal is on the immunologic processes leading to inflammation, damage and repair as they relate to autoimmune rheumatic and musculoskeletal conditions, and which inform the translation of this knowledge into advances in clinical care. Original basic, translational and clinical research is considered for publication along with results of early and late phase therapeutic trials, especially as they pertain to the underpinning science that informs clinical observations in interventional studies.
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