Chinese Journal of Tissue Engineering Research ›› 2026, Vol. 30 ›› Issue (25): 6554-6565.doi: 10.12307/2026.416
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Liu Jiayong1, Yao Jingjing2, Liu Shiyu1, Tang Yi1, Dong Jianing1, Zhang Xin1, Hou Lanwei1, Kang Jianying3, Zhao Yirui3
Received:2025-10-09
Revised:2025-12-31
Online:2026-09-08
Published:2026-04-22
Contact:
Zhao Yirui, Chief physician, Shanxi Provincial Hospital of Integrated Traditional Chinese and Western Medicine, Taiyuan 030013, Shanxi Province, China
About author:Liu Jiayong, MS candidate, The Third Clinical College, Shanxi University of Traditional Chinese Medicine, Jinzhong 030619, Shanxi Province, China
Supported by:CLC Number:
Liu Jiayong, Yao Jingjing, Liu Shiyu, Tang Yi, Dong Jianing, Zhang Xin, Hou Lanwei, Kang Jianying, Zhao Yirui. Mechanism by which astragalus-peach kernel alleviates renal fibrosis in chronic kidney disease rats[J]. Chinese Journal of Tissue Engineering Research, 2026, 30(25): 6554-6565.
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2.1 GEO数据库结合网络药理学分析结果 2.1.1 数据集的合并及差异基因的筛选 将GEO数据库中的两组数据集以|logFC|=1与P=0.05为条件获取单个数据的差异基因,并将上调和下调最显著的50个差异基因进行可视化,绘制热图和火山图(图1A-D)。使用RRA方法将2个数据集获得的差异基因进行排序,结果共得到972个差异基因,其中包含下调差异基因536个、上调差异基因436个,绘制热图(图1E)。主成分分析结果显示两组数据集有显著差异(图1F)。将数据进行归一化处理后应用Batch批次矫正法,依据|logFC|> 1及P < 0.05为阈值进行筛选,显示预处理后的合并基因表达矩阵共含有624个差异表达基因,其中上调基因数量为327个、下调基因数量为297个,绘制火山图、热图和箱线图(图1G,H)。 2.1.2 黄芪-桃仁活性成分-疾病核心靶点模型构建 在TCMSP数据库中依据生物利用度及类药性条件进行筛选,得到黄芪有效成分16个、潜在靶标159个,桃仁有效成分40个、潜在靶标63个。将黄芪桃仁有效成分、靶点合并去重后共得到有效成分56种,潜在病理靶标182个,见图2。在GeneCards、Pharmgkb、TTD和DrugBank与OMIM数据库中,通过以“Chronic kidney disease”为关键词,去重整理后共得到16 282个疾病靶点(图2B),将其与RRA和Batch法分析获得的交集差异基因(图2A)以及芪桃药对获得的潜在靶点进行合并,最终获得7个最具潜力的靶点基因(图2C),分别为c-Myc、RB1、CHUK、MAPK14、DPEP1、NR1I3、NQO2。基于已筛选出的靶点基因,利用Cytoscape进一步构建芪桃成分-疾病网络图(图2D),该网络包括9个药物活性成分和7个核心靶点,共有16个节点、13条边。拓扑分析提示了生物网络中双度值中位数是1,核心活性成分为槲皮素(MOL000098)。 2.1.3 GO、KEGG富集分析 如图2E所示,GO通路富集分析主要包括生物过程、细胞组成、分子功能3个方面。在生物过程中,主要富集条目涉及免疫和细胞分化调控、微小RNA代谢和转录的正向调控等;细胞组成相关富集条目有RNA聚合酶Ⅱ转录调控复合体、蛋白激酶复合体、染色质沉默复合体等;分子功能的富集条目有DNA结合转录激活和抑制活性、蛋白质配体酶连接等。GO通路富集分析提示了黄芪-桃仁可能通过调节应激反应、细胞凋亡、影响转录调控复合体的功能等过程来影响慢性肾病的进展。 根据KEGG富集分析结果,将最显著的30个信号通路进行可视化,结果包括MAPK信号通路、PI3K-Akt信号通路、细胞周期、细胞衰老、Ras信号通路等(图2F)。KEGG富集分析结果提示,Ras信号通路和MAPK信号通路与慢性肾脏病密切相关。Ras-MAPK信号通路可以通过提高上皮-间质转化有关转录因子(SNAIL和ZEB1)的表达[21],驱动细胞外基质的重塑;另一方面,RAS-MAPK信号通路可以增强转化生长因子β信号传导,激活肌成纤维细胞,加剧肾纤维化进展[22]。富集在MAPK信号通路中的相关基因有c-Myc、CHUK、RASA1,这些基因功能涉及炎症、细胞周期、及细胞的的凋亡分化。结合文献发现,c-Myc不但是MAPK下游效应因子[23],更是调控转化生长因子β活化的重要通路之一,因此作者推测黄芪-桃仁治疗慢性肾脏病可能与c-Myc有关。 2.1.4 分子对接验证 在黄芪-桃仁活性成分-核心靶点的分析中共获得9种活性成分,去除未能找到分子结构的3种化合物(MOL001366、MOL001338和MOL001321),将其余6种活性成与c-Myc进行分子对接,结果显示结合效果较好,能量均低于 0 kJ/mol。使用Pymol将结果进行可视化,见图3。 2.2 动物实验验证结果 2.2.1 实验动物数量分析 40只大鼠全部进入结果分析。 2.2.2 黄芪-桃仁改善慢性肾脏病大鼠肾功能和组织病理变化、减轻纤维化与炎症反应 动物实验流程见图4A。药物治疗过程中,空白组大鼠动作灵活,好斗,皮毛光滑,饮食与尿便尚可;模型组大鼠安静少动,皮毛枯暗无华,饮食减退,体质量减轻;与模型组相比,达格列净组、黄芪-桃仁组大鼠饮食、毛发色泽、活动状态均有好转。各组大鼠体质量变化见图4B。 大体观察肾脏组织外观可见,空白组肾脏组织表面光滑,呈红褐色,质地紧实;与空白组相比,模型组大鼠肾脏组织表面粗糙,凹凸不平,有纤维化触感,颜色呈苍白色,肾脏触感明显变硬;与模型组相比,达格列净组和黄芪-桃仁组肾脏组织外观均有明显改善,见图4C。 苏木精-伊红染色结果显示,空白组大鼠肾脏组织形态正常,肾小球、肾小管结构清晰,无病理改变;与空白组相比,模型组大鼠肾脏组织已有明显病理改变,肾小球数量减少、结构异常,出现萎缩、硬化,肾小管有大量炎性细胞浸润,空泡样改变,肾间质大量纤维化;与模型组相比,达格列净组和黄芪-桃仁组肾脏组织形态更趋完整,空泡改变减少,肾小球萎缩情况改善,肾间质纤维化水平下降,炎性细胞浸润明显降低,见图4D。 Masson染色结果显示,空白组大鼠肾脏组织中肾小球、肾小管未见明显胶原纤维沉积,蓝色信号稀少;与空白组相比,模型组大鼠肾脏组织中出现大量成纤维细胞,肾间质中有大量胶原纤维募集;与模型组相比,达格列净组和黄芪-桃仁组大鼠肾脏组织成纤维细胞减少,肾间质中胶原纤维募集程度减轻,见图4D。 为明确黄芪-桃仁对SD大鼠肾功能的影响,对肾功能相关血清指标进行了检测。结果显示,与空白组比较,模型组大鼠血清中肌酐、尿素氮水平分别升高0.8,2.3倍(P < 0.01,P < 0.001);与模型组比较,达格列净组大鼠血清中肌酐、尿素氮水平降低(P < 0.05),黄芪-桃仁组大鼠血清中肌酐、尿素氮水平降低(P < 0.05),达格列净组与黄芪-桃仁组大鼠血清中肌酐、尿素氮水平比较差异无显著性意义(P > 0.05),见图4E,F。 以上结果表明,黄芪-桃仁可以改善慢性肾脏病SD大鼠一般生理状态、肾脏组织结构,降低肾功能损伤,减轻纤维化和炎症反应,在慢性肾脏病中发挥了显著治疗作用。 2.2.3 黄芪-桃仁通过抑制α-平滑肌肌动蛋白和Ⅰ型胶原表达发挥抗纤维化作用 为验证黄芪-桃仁对肾纤维化的疗效,此次实验对肾纤维化的关键指标α-平滑肌肌动蛋白、Ⅰ型胶原进行验证。免疫组化染色结果显示,与空白组相比,模型组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原表达明显增加,差异有显著性意义;与模型组相比,达格列净组与黄芪-桃仁组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原表达均减少,差异有显著性意义;达格列净组与黄芪-桃仁组大鼠肾脏组织中α-平"
滑肌肌动蛋白、Ⅰ型胶原表达比较差异无显著性意义(P > 0.05),见图5A-C。 RT-qRCR 检测结果显示,与空白组相比,模型组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原mRNA表达升高(P < 0.01,P < 0.001);与模型组相比,达格列净组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原mRNA表达降低(P < 0.01),黄芪-桃仁组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原mRNA表达降低(P < 0.01);达格列净组与黄芪-桃仁组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原mRNA表达比较差异无显著性意义(P > 0.05),见图5D,E。 Western blot检测结果显示,与空白组相比,模型组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原蛋白表达升高(P < 0.001,P < 0.01);与模型组相比,达格列净组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原蛋白表达降低(P < 0.01,P < 0.05),黄芪-桃仁组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原蛋白表达降低(P < 0.01,P < 0.05),达格列净组与黄芪-桃仁组大鼠肾脏组织中α-平滑肌肌动蛋白、Ⅰ型胶原蛋白表达比较差异无显著性意义(P > 0.05),见图5F-H。 以上结果说明,黄芪-桃仁可能通过抑制α-平滑肌肌动蛋白、Ⅰ型胶原的表达发挥了抗纤维化作用。 2.2.4 黄芪-桃仁通过抑制c-Myc和转化生长因子β/Smad3信号通路减轻肾组织纤维化 为证实GEO数据库结合网络药理学分析预测的关键靶点c-Myc在慢性肾脏病中的作用,此次实验对c-Myc及其相关通路的基因与蛋白表达进行了检测。RT-qRCR与Western blot检测结果显示,模型组大鼠肾脏组织中c-Myc、转化生长因子β的mRNA和蛋白表达均高于空白组,差异均有显著性意义,其中c-Myc、转化生长因子β mRNA表达分别上调约1倍和24.88倍,c-Myc、转化生长因子β蛋白表达分别增加约1.3倍和1.8倍;与模型组相比,达格列净组和黄芪-桃仁组肾脏组织中c-Myc、转化生长因子β的mRNA和蛋白表达均降低,差异均有显著性意义(P < 0.05),见图6。 RT-qRCR与Western blot检测结果显示,与空白组相比较,模型组大鼠肾脏组织中Smad3、p-Smad3蛋白表达分别上调约0.9倍和1.2倍,差异有显著性意义;与模型组比较,达格列净组与黄芪-桃仁组大鼠肾脏组织中Smad3、p-Smad3蛋白表达均降低,差异有显著性意义;达格列净组与黄芪-桃仁组大鼠肾脏组织c-Myc、转化生长因子β的mRNA与蛋白表达以及Smad3、p-Smad3蛋白表达比较差异均无显著性意义(P > 0.05),见图6。 以上结果说明,黄芪-桃仁可以通过抑制c-Myc信号通路下调转化生长因子β/Smad3的表达,减轻肾组织的纤维化程度,从而发挥治疗慢性肾脏病的作用。"
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