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整合实验模型、液相色谱-串联质谱化学分析和系统生物学方法,以研究(金盏花)对2型糖尿病可能的抗糖尿病作用及其机制。

Integrating experimental model, LC-MS/MS chemical analysis, and systems biology approach to investigate the possible antidiabetic effect and mechanisms of (Golden Chamomile) in type 2 diabetes mellitus.

作者信息

Ismail Yassin, Fahmy Dina M, Ghattas Maivel H, Ahmed Mai M, Zehry Walaa, Saleh Samy M, Abo-Elmatty Dina M

机构信息

Department of Biochemistry, Faculty of Pharmacy, Suez Canal University, Ismailia, Egypt.

Natural Products Unit, Department of Medicinal and Aromatic Plants, Desert Research Center, Cairo, Egypt.

出版信息

Front Pharmacol. 2022 Sep 7;13:924478. doi: 10.3389/fphar.2022.924478. eCollection 2022.

Abstract

Type 2 diabetes mellitus (T2DM) is a heterogeneous disease with numerous abnormal targets and pathways involved in insulin resistance, low-grade inflammation, oxidative stress, beta cell dysfunction, and epigenetic factors. Botanical drugs provide a large chemical space that can modify various targets simultaneously. (MA, golden chamomile) is a widely used herb in Middle Eastern communities for many ailments, including diabetes mellitus, without any scientific basis to support this tradition. For the first time, this study aimed to investigate the possible antidiabetic activity of MA in a type 2 diabetic rat model, identify chemical constituents by LC-MS/MS, and then elucidate the molecular mechanism(s) using enzyme activity assays, q-RTPCR gene expression analysis, network pharmacology analysis, and molecular docking simulation. Our results demonstrated that only the polar hydroethanolic extract of MA had remarkable antidiabetic activity. Furthermore, it improved dyslipidemia, insulin resistance status, ALT, and AST levels. LC-MS/MS analysis of MA hydroethanolic extract identified 62 compounds, including the popular chamomile flavonoids apigenin and luteolin, other flavonoids and their glycosides, coumarin derivatives, and phenolic acids. Based on pharmacokinetic screening and literature, 46 compounds were chosen for subsequent network analysis, which linked to 364 candidate T2DM targets from various databases and literature. The network analysis identified 123 hub proteins, including insulin signaling and metabolic proteins: IRS1, IRS2, PIK3R1, AKT1, AKT2, MAPK1, MAPK3, and PCK1, inflammatory proteins: TNF and IL1B, antioxidant enzymes: CAT and SOD, and others. Subsequent filtering identified 40 crucial core targets (major hubs) of MA in T2DM treatment. Functional enrichment analyses of the candidate targets revealed that MA targets were mainly involved in the inflammatory module, energy-sensing/endocrine/metabolic module, and oxidative stress module. q-RTPCR gene expression analysis showed that MA hydroethanolic extract was able to significantly upregulate PIK3R1 and downregulate IL1B, PCK1, and MIR29A. Moreover, the activity of the antioxidant hub enzymes was substantially increased. Molecular docking scores were also consistent with the networks' predictions. Based on experimental and computational analysis, this study revealed for the first time that MA exerted antidiabetic action simultaneous modulation of multiple targets and pathways, including inflammatory pathways, energy-sensing/endocrine/metabolic pathways, and oxidative stress pathways.

摘要

2型糖尿病(T2DM)是一种异质性疾病,涉及胰岛素抵抗、低度炎症、氧化应激、β细胞功能障碍和表观遗传因素等众多异常靶点和途径。植物药提供了一个庞大的化学空间,可以同时作用于各种靶点。洋甘菊(MA,金黄洋甘菊)是中东社区广泛用于治疗多种疾病(包括糖尿病)的一种草药,但没有任何科学依据支持这一传统用法。本研究首次旨在研究洋甘菊在2型糖尿病大鼠模型中的潜在抗糖尿病活性,通过液相色谱-串联质谱(LC-MS/MS)鉴定其化学成分,然后使用酶活性测定、定量逆转录聚合酶链反应(q-RTPCR)基因表达分析、网络药理学分析和分子对接模拟阐明其分子机制。我们的结果表明,只有洋甘菊的极性乙醇提取物具有显著的抗糖尿病活性。此外,它还改善了血脂异常、胰岛素抵抗状态、谷丙转氨酶(ALT)和谷草转氨酶(AST)水平。对洋甘菊乙醇提取物的LC-MS/MS分析鉴定出62种化合物,包括常见的洋甘菊黄酮类化合物芹菜素和木犀草素、其他黄酮类化合物及其糖苷、香豆素衍生物和酚酸。基于药代动力学筛选和文献,选择了46种化合物进行后续网络分析,这些化合物与来自各种数据库和文献的3,64个候选T2DM靶点相关。网络分析确定了123个枢纽蛋白,包括胰岛素信号和代谢蛋白:胰岛素受体底物1(IRS1)、胰岛素受体底物2(IRS2)、磷脂酰肌醇-3激酶调节亚基1(PIK3R1)、蛋白激酶B1(AKT1)、蛋白激酶B2(AKT2)、丝裂原活化蛋白激酶1(MAPK1)、丝裂原活化蛋白激酶3(MAPK3)和磷酸烯醇式丙酮酸羧激酶1(PCK1),炎症蛋白:肿瘤坏死因子(TNF)和白细胞介素1β(IL1B),抗氧化酶:过氧化氢酶(CAT)和超氧化物歧化酶(SOD)等。后续筛选确定了洋甘菊在T2DM治疗中的40个关键核心靶点(主要枢纽)。对候选靶点的功能富集分析表明,洋甘菊的靶点主要参与炎症模块、能量感应/内分泌/代谢模块和氧化应激模块。q-RTPCR基因表达分析表明,洋甘菊乙醇提取物能够显著上调PIK3R1并下调IL1B、PCK1和微小RNA29A(MIR29A)。此外,抗氧化枢纽酶的活性大幅增加。分子对接分数也与网络预测一致。基于实验和计算分析,本研究首次揭示洋甘菊通过同时调节多个靶点和途径发挥抗糖尿病作用,这些靶点和途径包括炎症途径、能量感应/内分泌/代谢途径和氧化应激途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/96a3/9490514/1d81f6e9a536/fphar-13-924478-g001.jpg

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