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整合脂质组学、16S rRNA测序和网络药理学以探究芪葵颗粒治疗糖尿病肾病小鼠的机制。

Integrating lipidomics, 16S rRNA sequencing, and network pharmacology to explore the mechanism of Qikui granule in treating diabetic kidney disease mice.

作者信息

You Qing, Lin Yang, Gong Jia-Hui, Gui Wan-Yu, Yan Qian-Hua, Zou Jian-Dong, Liu E-Hu, Li Chang-Yin

机构信息

Department of Clinical Pharmacology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, No. 155 Hanzhong Road, Nanjing 210029, China.

State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, China.

出版信息

J Chromatogr B Analyt Technol Biomed Life Sci. 2025 Jan 1;1250:124378. doi: 10.1016/j.jchromb.2024.124378. Epub 2024 Nov 19.

Abstract

Qikui granule (QKG), a hospital preparation of traditional Chinese medicine, has been widely used for diabetic kidney disease (DKD) in clinical practice. However, its holistic therapeutic effects and the underlying therapeutic mechanisms remain unclear. In the present study, the integrated analysis of network pharmacology, 16S rRNA sequencing, and non-targeted lipidomics was performed to explore the anti-DKD effects of QKG and the underlying mechanisms in db/db mouse DKD model. The results of the network pharmacology analysis identified the PI3K-AKT, EGFR, MAPK, JAK-STAT, FoxO, and AGE-RAGE signaling pathways as the potential molecular mechanisms responsible for the efficacy of QKG. Importantly, these signaling pathways were found to be closely related to lipid metabolism and gut microbiota. The therapeutic effectiveness of QKG against DKD was manifested by reducing body weight, alleviating oxidative stress, improving kidney function indicators, promoting the recovery of renal histopathological damage, and regulating the lipid metabolic profile of serum and kidney in db/db mice. A total of 26 lipid metabolites were identified as potential pharmacological biomarkers (PPBs) of QKG for the treatment of DKD, which were mainly involved in glycerophospholipid metabolism. Meanwhile, QKG could alleviate DKD-induced gut microbiota dysbiosis primarily by enriching Candidatus_Arthromitus, which showed a negative correlation with all 26 lipid PPBs as well as 5 biochemical parameters, including 2 oxidative stress factors and 3 kidney function indices. In conclusion, our findings suggest that QKG may upregulate the gut level of Candidatus_Arthromitus to suppress the abnormal activation of PI3K-AKT related signaling pathway, thereby reducing the levels of PC and LPC in the glycerophospholipid metabolism, to finally ameliorate the progression of DKD in db/db mice.

摘要

芪葵颗粒(QKG)是一种医院自制的中药制剂,在临床实践中已被广泛用于治疗糖尿病肾病(DKD)。然而,其整体治疗效果和潜在治疗机制仍不清楚。在本研究中,进行了网络药理学、16S rRNA测序和非靶向脂质组学的综合分析,以探讨芪葵颗粒对db/db小鼠DKD模型的抗DKD作用及其潜在机制。网络药理学分析结果确定PI3K-AKT、EGFR、MAPK、JAK-STAT、FoxO和AGE-RAGE信号通路是芪葵颗粒发挥疗效的潜在分子机制。重要的是,发现这些信号通路与脂质代谢和肠道微生物群密切相关。芪葵颗粒对DKD的治疗效果表现为减轻体重、缓解氧化应激、改善肾功能指标、促进肾组织病理损伤的恢复以及调节db/db小鼠血清和肾脏的脂质代谢谱。共鉴定出26种脂质代谢产物为芪葵颗粒治疗DKD的潜在药理生物标志物(PPB),主要参与甘油磷脂代谢。同时,芪葵颗粒可主要通过富集念珠状芽孢杆菌来缓解DKD诱导的肠道微生物群失调,念珠状芽孢杆菌与所有26种脂质PPB以及5种生化参数呈负相关,包括2种氧化应激因子和3种肾功能指标。总之,我们的研究结果表明,芪葵颗粒可能上调念珠状芽孢杆菌的肠道水平,以抑制PI3K-AKT相关信号通路的异常激活,从而降低甘油磷脂代谢中PC和LPC的水平,最终改善db/db小鼠DKD的进展。

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