[關(guān)鍵詞]
[摘要]
目的 基于GEO芯片聯(lián)合網(wǎng)絡(luò)藥理學(xué)方法探討黃芎方治療缺血性腦卒中的作用機(jī)制,并構(gòu)建腦缺血/再灌注(I/R)大鼠模型驗(yàn)證黃芎方藥效和核心靶點(diǎn)。方法 利用中藥系統(tǒng)藥理學(xué)數(shù)據(jù)庫與分析平臺(tái)(TCMSP)數(shù)據(jù)庫及文獻(xiàn)檢索,獲得黃芎方的主要活性成分,通過 Swiss Target Prediction數(shù)據(jù)庫檢索其相應(yīng)的靶點(diǎn)。通過 R軟件 limma包對(duì) GEO平臺(tái)缺血性腦卒中患者數(shù)據(jù)集 GSE16561 進(jìn)行差異基因分析。利用 Venny 2.1.0 進(jìn)行黃芎方成分靶點(diǎn)和缺血性腦卒中差異基因靶點(diǎn)交集靶點(diǎn)分析,采用DAVID數(shù)據(jù)庫對(duì)交集靶點(diǎn)進(jìn)行基因本體(GO)功能富集分析和京都基因與基因組百科全書(KEGG)通路富集分析。采用 Cytoscape 3.9.0 軟件構(gòu)建成分-靶點(diǎn)-通路網(wǎng)絡(luò)并篩選核心成分,通過 STRING 數(shù)據(jù)庫與 Cytoscape 3.9.0 軟件構(gòu)建蛋白質(zhì)相互作用(PPI)網(wǎng)絡(luò)并篩選核心靶點(diǎn)基因。利用PyMOL軟件對(duì)度值排名靠前的成分和靶點(diǎn)基因進(jìn)行分子對(duì)接。通過single sample Gene Set Enrichment Analysis(ssGSEA)進(jìn)行免疫浸潤(rùn)分析。采用線栓法制備 I/R 大鼠模型,除假手術(shù)組外(n=21),將69只大鼠隨機(jī)分為模型組、黃芎方組(3.6 g·kg-1)組、阿司匹林(9 mg·kg-1)組。黃芎方組和阿司匹林組每日ig給藥1次,假手術(shù)組和模型組ig給予等量生理鹽水,持續(xù)7 d。采用Longa分級(jí)評(píng)分法對(duì)大鼠進(jìn)行神經(jīng)行為評(píng)分,TTC染色測(cè)定大鼠腦梗死體積,免疫組織化學(xué)染色法檢測(cè)離子鈣接頭蛋白分子1(Iba1)陽性表達(dá),ELISA法檢測(cè)腦組織中腫瘤壞死因子α(TNF-α)、白細(xì)胞介素1β(IL-1β)、白細(xì)胞介素-6(IL-6)的表達(dá),實(shí)時(shí)熒光定量PCR(qRT-PCR)檢測(cè)大鼠腦組織Toll樣受體4(TLR4)、信號(hào)轉(zhuǎn)導(dǎo)和轉(zhuǎn)錄激活因子3(STAT3)、缺氧誘導(dǎo)因子1A(HIF1A)、髓過氧化物酶(MPO)、基質(zhì)金屬蛋白酶9(MMP9)的mRNA表達(dá)。結(jié)果 通過TCMSP數(shù)據(jù)庫和文獻(xiàn)檢索共篩選得到黃芎方的有效活性成分35個(gè),成分靶點(diǎn)754個(gè),缺血性腦卒中基因芯片差異表達(dá)基因677個(gè),交集靶點(diǎn)56個(gè)。GO富集分析表明,黃芎方治療缺血性腦卒中與細(xì)胞對(duì)炎癥反應(yīng)、脂多糖反應(yīng)和環(huán)氧化酶途徑等生物學(xué)過程相關(guān)。KEGG 通路分析顯示,主要涉及包括代謝途徑、中性粒細(xì)胞胞外誘捕網(wǎng)形成、HIF-1 信號(hào)傳導(dǎo)途徑等通路。篩選出 5 個(gè)核心成分 α -細(xì)辛醚、3,4,5-三甲氧基肉桂酸、β-細(xì)辛醚、異阿魏酸、阿魏酸,5個(gè)核心靶點(diǎn)TLR4、STAT3、HIF1A、MPO、MMP9。分子對(duì)接結(jié)果顯示,5個(gè)核心成分與5個(gè)核心靶點(diǎn)具有穩(wěn)定的結(jié)合能力。免疫浸潤(rùn)分析表明,核心靶點(diǎn)基因與中性粒細(xì)胞、激活B細(xì)胞、自然殺傷細(xì)胞、肥大細(xì)胞等關(guān)系密切。體內(nèi)實(shí)驗(yàn)結(jié)果顯示,黃芎方顯著降低I/R大鼠的神經(jīng)行為學(xué)評(píng)分、腦梗死體積、腦組織病理學(xué)損傷、腦組織炎癥因子的表達(dá),在腦組織中驗(yàn)證了黃芎方對(duì)5個(gè)核心靶點(diǎn)基因mRNA表達(dá)的調(diào)節(jié)作用。結(jié)論 黃芎方可能通過多成分、多靶點(diǎn)、多通路治療缺血性腦卒中,其可能通過TLR4、STAT3、HIF1A、MPO和MMP9核心靶點(diǎn)發(fā)揮治療作用。
[Key word]
[Abstract]
Objective To explore the mechanism of Huangxiong Formula (HXF) in treatment of ischemic stroke (IS) based on GEO chip combined with network pharmacology, and to verify its pharmacodynamics and core targets by using the rat ischemiareperfusion (I/R) model.Methods The active ingredients of HXF were searched by using the TCMSP database and the literature, and their corresponding targets were searched by using the Swiss Target Prediction database. GEO platform IS dataset GSE16561 was used for variance analysis by R software limma package. The Venny 2.1.0 was used to perform intersection target analysis, and the DAVID database GO and KEGG pathway enrichment analysis on intersection target. Cytoscape 3.9.0 software was used to construct the components-target-pathway network and screen the core ingredients, and the STRING database and Cytoscape 3.9.0 software was used to construct the protein-protein interaction (PPI) network and screen the core target genes. The top ranked components and target genes based on the degree values were molecularly docked using PyMOL software. Immuno-infiltration analysis was performed by single sample Gene Set Enrichment Analysis (ssGSEA). A rat model of cerebral I/R was prepared by the wire bolus method. Totally 69 rats were randomly divided into the model group, the Huanxiong Formula (3.6 g·kg-1) group and the aspirin (9 mg·kg-1) group, except for the sham-operated group (n=21). Huanxiong Formula and Aspirin groups were given ig once a day, and equal amount of saline was given to the sham-operated and model groups ig for 7 d. The rats were scored for neurobehaviour using the Longa grading scale. TTC staining was used to determine the volume of brain infarction in the rats. Immunohistochemical staining was used to detect positive expression of ion calcium junction protein molecule 1 (Iba1). The levels of tumour necrosis factor α (TNF-α), interleukin 1β (IL-1β) and interleukin 6 (IL-6) in brain tissue was measured by ELISA. The expression of Toll-like receptor 4 (TLR4), signal transducer and activator of transcription 3 (STAT3), hypoxia inducible factor 1A (HIF1A), myeloperoxidase (MPO) and matrix metalloproteinase 9 (MMP9) mRNA in rat brain tissue was measured by real-time fluorescence quantitative PCR (qRT-PCR).Results A total of 35 active ingredients, 754 component targets, 677 differentially expressed genes on IS gene chips and 56 intersecting targets of the HXF was screened. GO enrichment analysis indicated that HXF treatment of IS was associated with biological processes such as inflammatory response, response to lipopolysaccharide and cyclooxygenase pathway. KEGG pathway analysis showed that the main signaling pathways were involved in Metabolic pathways, Neutrophil extracellular trap formation and HIF-1 signaling pathway, etc. The top 5 core components such alpha-asarone, 3, 4, 5-trimethoxycinnamic acid, betaasarone, isoferulic acid and ferulic acid were screened, and top 5 targets TLR4, STAT3, HIF1A, MPO, and MMP9. The molecular docking results showed that the core components have stable binding ability to the core targets. Immune infiltration indicated that core target genes were closely related to neutrophil, activated B cell, natural killer cell and mast cell, etc. In vivo experiments showed that Huanxiong Formula significantly reduced the neurobehavioural scores, brain infarct volume, brain histopathological damage and expression of inflammatory factors in brain tissue of I/R rats, and its regulatory effects on mRNA expression of five core target genes were verified in brain tissue.Conclusion Huangxiong Formula may be a multi-component, multi-target and multi-pathway treatment for ischemic stroke, which may exert therapeutic effects through the core targets of TLR4, STAT3, HIF1A, MPO and MMP9.
[中圖分類號(hào)]
R285.5
[基金項(xiàng)目]
安徽省高校優(yōu)秀科研創(chuàng)新團(tuán)隊(duì)(2022AH010034);安徽省高等學(xué)??茖W(xué)研究項(xiàng)目(2022AH050478);安徽中醫(yī)藥大學(xué)自然重點(diǎn)項(xiàng)目(2021zrzd10);安徽中醫(yī)藥大學(xué)人才支持計(jì)劃項(xiàng)目(2020rcyb005)