Study on the Mechanism of the Combination of Methotrexate and Leflunomide in the Treatment of Rheumatoid Arthritis Based on Network Pharmacology, Molecular Docking, and in vitro Experimental Verification

来氟米特 小桶 药理学 癌症研究 计算生物学 生物 类风湿性关节炎 基因 基因表达 遗传学 转录组 免疫学
作者
Jinyang Shi,Xinhua Cui,Yang Wang,Yuli Song,Xudong Tang,Junwen Fan,Hongyue Xu,Mingmei Zhu,Wanlu Yu,Lu Yu
出处
期刊:Combinatorial Chemistry & High Throughput Screening [Bentham Science]
卷期号:27
标识
DOI:10.2174/0113862073285626240604093210
摘要

Background: To date, disease-modifying antirheumatic drugs (DMARDs) are widely used as the primary first-line treatment option for patients with rheumatoid arthritis (RA), and the curative effect of methotrexate (MTX) and leflunomide (LEF; MTX + LEF) is greater than that of single-agent MTX therapy, but the synergistic mechanism of MTX + LEF is unclear. Methods: First, we explored the mechanism of action of MTX + LEF in RA through network pharmacology and molecular docking. Venn diagram analysis revealed 97 overlapping gene targets of MTX + LEF-RA and STRING, along with Cytoscape plug-in MOCDE and cytoHubba; and GO enrichment analysis revealed that the functions of 97 synergistic targets were related to 123 molecular functions (MF), 63 cell components (CC), and 1,068 biological processes (BP). The Cytoscape plug-in ClueGO demonstrated that these targets were enriched in KEGG pathways of 52 terms, whereas 9 pivotal genes were mainly involved in the signaling pathways of estrogen, Ras, Rap1, PI3K-Akt, relaxin, TNF, AMPK, FoxO, prolactin, IL-17, and adherens junction. Finally, CETSA and DARTS validated the direct binding of MTX or LEF to the selected target proteins EGFR, PPARG, MMP9, and SRC in RAW264.7 cells. Results: We identified 292 MTX targets and 247 LEF targets from 7 databases. Furthermore, 2,814 potential targets of RA were identified by merging 1,925 targets from 7 databases and 999 differentially expressed genes (DEGs) between normal controls and patients with RA extracted from 5 GEO databases. Nine pivotal genes, ESR1, ALB, CASP3, EGFR, HSP90AA1, SRC, MMP9, PPARG, and IGF1, were identified. Molecular docking verified that both MTX and LEF strongly bind to most of the 9 pivotal proteins except ESR1 and IGF1. Conclusion: These results contribute to our understanding of the enhancement mechanism of MTX combined with LEF and provide a targeted basis for the clinical treatment of RA.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
辉辉完成签到,获得积分10
刚刚
pixuebaba完成签到,获得积分10
1秒前
smy发布了新的文献求助10
1秒前
bkagyin应助Godspeed采纳,获得10
2秒前
科研通AI6.2应助桃核采纳,获得10
2秒前
领导范儿应助123采纳,获得10
2秒前
3秒前
Ava应助熊熊熊采纳,获得10
3秒前
彼方尚有荣光在完成签到 ,获得积分10
3秒前
科目三应助太懂我了吧采纳,获得10
3秒前
3秒前
3秒前
4秒前
Lucas应助诚心忆文采纳,获得10
4秒前
橘x应助ScLi采纳,获得30
4秒前
Deannn778发布了新的文献求助10
4秒前
科研通AI6.2应助麻薯麻薯采纳,获得10
5秒前
yukeshou完成签到 ,获得积分10
5秒前
guo完成签到 ,获得积分10
5秒前
5秒前
5秒前
5秒前
apeach发布了新的文献求助10
5秒前
不加糖完成签到,获得积分20
6秒前
xuqiansd完成签到,获得积分10
6秒前
wmqlu完成签到,获得积分20
6秒前
6秒前
研友_VZG7GZ应助微风采纳,获得10
6秒前
DimWhite发布了新的文献求助10
6秒前
赘婿应助我真的头大采纳,获得10
6秒前
JJJ发布了新的文献求助10
6秒前
7秒前
7秒前
沟通亿心完成签到,获得积分10
7秒前
Myc029发布了新的文献求助10
7秒前
7秒前
小张完成签到,获得积分20
7秒前
da49发布了新的文献求助10
7秒前
痛米发布了新的文献求助10
7秒前
Orange应助yuxchen采纳,获得10
8秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Modern Epidemiology, Fourth Edition 5000
Kinesiophobia : a new view of chronic pain behavior 5000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Propeller Design 1000
Weaponeering, Fourth Edition – Two Volume SET 1000
First commercial application of ELCRES™ HTV150A film in Nichicon capacitors for AC-DC inverters: SABIC at PCIM Europe 1000
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 6000018
求助须知:如何正确求助?哪些是违规求助? 7497420
关于积分的说明 16095891
捐赠科研通 5144918
什么是DOI,文献DOI怎么找? 2757651
邀请新用户注册赠送积分活动 1733374
关于科研通互助平台的介绍 1630737