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参芪方治疗糖尿病视网膜病变的机制研究:整合超高效液相色谱-四极杆飞行时间串联质谱、网络药理学、单细胞RNA测序数据及实验验证

Mechanistic Insights into Shenzhuo Formula for Diabetic Retinopathy: Integrating UPLC-Q-TOF-MS/MS, Network Pharmacology, Single-Cell RNA Sequencing Data, and Experimental Validation.

作者信息

Zang Xiaoyu, Zhang Lili, Ma Jing, Wang Anzhu, Ding Lu, Wang Yayun, Sun Jun, Li Jing, Hang Xing, Li Xiangyan, Zhao Linhua

机构信息

Changchun University of Chinese Medicine, Changchun, People's Republic of China.

Institute of Metabolic Diseases, Guang' Anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, People's Republic of China.

出版信息

Drug Des Devel Ther. 2025 Jul 18;19:6183-6205. doi: 10.2147/DDDT.S505055. eCollection 2025.

Abstract

PURPOSE

For early-stage Diabetic retinopathy (DR), various pharmacological agents and neuroprotective factors have been developed. However, these treatments often show limited efficacy, especially when initiated after retinal damage, and may cause adverse effects. Therefore, there is an urgent need to develop safer and more effective therapeutic strategies for early-stage DR. Shenzhuo Formula (SZF), a modified classical traditional Chinese medicine prescription, has shown promising clinical efficacy in early-stage DR treatment. This study aims to investigate the underlying mechanisms of SZF to expand treatment strategies for DR.

METHODS

SZF components were analyzed using Ultra Performance Liquid Chromatography-Quadrupole Time-of-Flight Mass Spectrometry/Mass Spectrometry (UPLC-Q-TOF-MS/MS). Db/db mice received three different SZF doses for 12 weeks. Physiological parameters, including water and food consumption, body weight, and urine output, were monitored. Blood samples were analyzed for fasting blood glucose and other relevant parameters. Ocular changes were assessed using fundus photography (FP), fundus fluorescein angiography (FFA), optical coherence tomography (OCT) and hematoxylin and eosin (H&E). Network pharmacology analysis (NP) identified potential SZF targets, while immunofluorescence staining evaluated SZF's mechanism in delaying DR progression. The distribution of SZF pharmacological targets in critical DR target cells was analyzed using single-cell data from the GSE245561 dataset. Molecular docking predicted SZF-target interactions.

RESULTS

SZF improved diabetic symptoms, increased retinal thickness, and reducedvascular leakage and microcirculation issues. The HIF-1α-VEGFA axis was suggested as a potential core target. Single-cell analysis of clinical samples suggested macrophages as a common target cell for HIF-1α and VEGFA. Molecular docking identified effective SZF components.

CONCLUSION

Results indicate that SZF may impede the progression of DR by inhibiting the HIF-1α-VEGFA signaling pathway in macrophages, with quercetin and apigenin identified as significant contributors, though further experimental validation is needed to confirm these mechanistic.

摘要

目的

对于早期糖尿病视网膜病变(DR),已经开发了各种药理药物和神经保护因子。然而,这些治疗方法往往疗效有限,尤其是在视网膜损伤后开始治疗时,并且可能会引起不良反应。因此,迫切需要为早期DR开发更安全、更有效的治疗策略。肾浊方(SZF)是一种改良的经典中药方剂,在早期DR治疗中已显示出有前景的临床疗效。本研究旨在探讨SZF的潜在作用机制,以拓展DR的治疗策略。

方法

使用超高效液相色谱-四极杆飞行时间质谱联用仪(UPLC-Q-TOF-MS/MS)分析SZF的成分。db/db小鼠接受三种不同剂量的SZF治疗12周。监测生理参数,包括水和食物消耗、体重和尿量。分析血样中的空腹血糖和其他相关参数。使用眼底摄影(FP)、眼底荧光血管造影(FFA)、光学相干断层扫描(OCT)和苏木精-伊红(H&E)染色评估眼部变化。网络药理学分析(NP)确定潜在的SZF靶点,而免疫荧光染色评估SZF在延缓DR进展中的作用机制。使用来自GSE245561数据集的单细胞数据,分析SZF药理靶点在关键DR靶细胞中的分布。分子对接预测SZF与靶点的相互作用。

结果

SZF改善了糖尿病症状,增加了视网膜厚度,减少了血管渗漏和微循环问题。HIF-1α-VEGFA轴被认为是一个潜在的核心靶点。临床样本的单细胞分析表明巨噬细胞是HIF-1α和VEGFA的共同靶细胞。分子对接确定了有效的SZF成分。

结论

结果表明,SZF可能通过抑制巨噬细胞中的HIF-1α-VEGFA信号通路来阻碍DR的进展,槲皮素和芹菜素被确定为重要贡献者,不过需要进一步的实验验证来证实这些作用机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6bb6/12282605/42b2eff72813/DDDT-19-6183-g0001.jpg

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