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Integrating Network Pharmacology and Metabolomics Study on Anti-rheumatic Mechanisms and Antagonistic Effects Against Methotrexate-Induced Toxicity of Qing-Luo-Yin

机译:网络药理学和代谢组学研究对甲氨蝶呤引起的清洛阴中毒的抗风湿机理和拮抗作用的研究

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摘要

Qing-Luo-Yin (QLY) is a traditional Chinese medicine (TCM) formula used to treat Hot Syndrome-related rheumatoid arthritis (RA). Previously, we uncovered partial mechanisms involved in the therapeutic actions of QLY on RA. In this study, we further elucidated its anti-rheumatic mechanisms and investigated its possible interactions with methotrexate (MTX) in vivo using an integrating strategy coupled with network pharmacology and metabolomics techniques. Chemical composition of QLY was characterized by HPLC analysis. Collagen induced arthritis (CIA) was developed in male SD rats. The CIA rats were then assigned into different groups, and received QLY, MTX or QLY+MTX treatments according to the pre-arrangement. Therapeutic effects of QLY and its possible interactions with MTX in vivo were evaluated by clinical parameters, digital radiography assessment, histological/immunohistochemical examination, and serological biomarkers. Mechanisms underlying these actions were deciphered with network pharmacology methods, and further validated by metabolomics clues based on UPLC-Q-TOF/MS analysis of urines. Experimental evidences demonstrated that QLY notably alleviated the severity of CIA and protected joints from destruction. Re-balanced levels of hemoglobin and alanine transaminase in serum indicated reduced MTX-induced hepatic injury and myelosuppression under the co-treatment of QLY. Network-based target prediction found dozens of RA related proteins as potential targets of QLY. Upon the further biological function enrichment analysis, we found that a large amount of them were involved in nucleotide metabolism and immune functions. Metabolomics analysis showed that QLY restored amino acids, fatty acids, and energy metabolisms in CIA rats, which solidly supported its therapeutic effects on CIA. Consistently to findings from network pharmacology analysis, metabolomics study also found altered purine, pyrimidine, and pentose phosphate metabolisms in CIA rats receiving QLY treatment. All these clues suggested that inhibition on nucleic acid synthesis was essential to the immunosuppressive activity of QLY in vivo, and could contribute great importance to its therapeutic effects on CIA. Additionally, QLY induced significant antifolate resistance in rats, which would prevent folate from depletion during long-term MTX treatment, and should account for reduced side effects in combination regimen with MTX and QLY.
机译:青罗阴(QLY)是用于治疗热综合征相关类风湿关节炎(RA)的中药(TCM)配方。以前,我们发现了QLY对RA的治疗作用中涉及的部分机制。在这项研究中,我们进一步阐明了其抗风湿机制,并使用结合策略,网络药理学和代谢组学技术研究了其与甲氨蝶呤(MTX)在体内的可能相互作用。通过HPLC分析表征QLY的化学组成。在雄性SD大鼠中发展了胶原诱导的关节炎(CIA)。然后将CIA大鼠分成不同的组,并根据预先安排接受QLY,MTX或QLY + MTX治疗。通过临床参数,数字放射线照相评估,组织学/免疫组织化学检查和血清生物标志物评估了QLY的治疗作用及其在体内与MTX的相互作用。用网络药理学方法破译了这些作用的机制,并通过基于UPLC-Q-TOF / MS尿液分析的代谢组学线索进一步验证了这些作用。实验证据表明,QLY明显减轻了CIA的严重程度,并保护了关节免受破坏。血清中血红蛋白和丙氨酸转氨酶水平的重新平衡表明,在QLY的共同治疗下,MTX诱导的肝损伤和骨髓抑制减少。基于网络的靶标预测发现了数十种与RA相关的蛋白质作为QLY的潜在靶标。通过进一步的生物学功能富集分析,我们发现它们中大量参与核苷酸代谢和免疫功能。代谢组学分析表明,QLY可恢复CIA大鼠的氨基酸,脂肪酸和能量代谢,从而有力地支持了其对CIA的治疗作用。根据网络药理学分析的发现,代谢组学研究还发现接受QLY治疗的CIA大鼠的嘌呤,嘧啶和磷酸戊糖代谢发生改变。所有这些线索表明,抑制核酸合成对于QLY在体内的免疫抑制活性必不可少,并且可能对其对CIA的治疗作用具有重要意义。另外,QLY诱导了大鼠明显的抗叶酸抗药性,这将防止长期MTX治疗期间叶酸的消耗,并应解释为与MTX和QLY联合使用可减少副作用。

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