Integrated network pharmacology and molecular docking based insights into transient receptor potential melastatin3 regulatory mechanism in COPD.

In silico pharmacology Pub Date : 2026-07-31 eCollection Date: 2026-01-01 DOI:10.1007/s40203-026-00707-3
Shalini Sharma, Subhashini
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引用次数: 0

Abstract

Chronic obstructive pulmonary disease (COPD) is a multifactorial airway disorder characterized by chronic inflammation, epithelial dysfunction, and dysregulated intracellular signaling. Transient receptor potential melastatin 3 (TRPM3), a Ca2⁺ permeable ion channel has emerged as a potential regulator of inflammatory and survival pathways, however, its therapeutic relevance in COPD remains poorly understood. The present study integrates network pharmacology and molecular docking to identify putative targets of TRPM3 agonists CIM0216, pregnenolone sulfate (preg sulfate), and nifedipine in COPD. A total of 2442 unique COPD associated genes were identified and integrated with predicted TRPM3 agonist targets revealing 20, 28, and 38 common targets for CIM0216, preg sulfate, and nifedipine, respectively. Enrichment analyses highlighted EGFR tyrosine kinase inhibitor resistance and PI3K/AKT signaling as key COPD related pathways which also correlated with major TFs. Further, AKT1, JAK2, and PTGS2 were identified as central hub genes, particularly associated with CIM0216 and nifedipine. No common hub genes were identified among all three TRPM3 agonists, nor between the CIM0216-preg sulfate and nifedipine-preg sulfate combinations. The hub genes were validated through GEO dataset (GSE57148). The identified miRNAs form a dense regulatory network controlling inflammatory, proliferative, and immune signaling pathways through key transcription factors, underscoring the importance of miRNA-mediated regulation in COPD progression. Molecular docking revealed that CIM0216 exhibited strong binding affinity towards TRPM3 (ΔG =  - 8.6 kcal/mol with 3 hydrogen bonds), AKT1 (ΔG =  - 10.8 kcal/mol with 4 hydrogen bonds), JAK2 (ΔG =  - 9.0 kcal/mol with 4 hydrogen bonds), and PTGS2 (ΔG =  - 9.7 kcal/mol with 6 hydrogen bonds) as compared with nifedipine which showed moderate affinity towards TRPM3 (ΔG =  - 7.1 kcal/mol and 6 hydrogen bonds), AKT1 (ΔG =  - 7.3 kcal/mol and 3 hydrogen bonds), JAK2 (ΔG =  - 6.4 kcal/mol and 2 hydrogen bonds), and PTGS2 (ΔG =  - 7.6 kcal/mol and 11 hydrogen bonds), supporting its potential for effective modulation of COPD associated signaling pathways. The study predicts that CIM0216 might act as a potential multi-target agonist of key inflammatory and survival pathways implicated in COPD. The findings propose a mechanistic insight into TRPM3-mediated signaling and support further experimental validation of TRPM3 agonists as novel therapeutic candidates for COPD.

Supplementary information: The online version contains supplementary material available at 10.1007/s40203-026-00707-3.

基于网络药理学和分子对接的短暂受体潜能美拉西汀3在COPD中的调控机制研究。
慢性阻塞性肺疾病(COPD)是一种以慢性炎症、上皮功能障碍和细胞内信号失调为特征的多因素气道疾病。瞬时受体电位美拉他汀3 (TRPM3),一种Ca2 +可渗透离子通道已经成为炎症和生存途径的潜在调节剂,然而,其在COPD中的治疗相关性仍然知之甚少。本研究结合网络药理学和分子对接来确定TRPM3激动剂CIM0216、孕烯醇酮硫酸酯(preg sulfate)和硝苯地平在COPD中的可能靶点。共鉴定出2442个独特的COPD相关基因,并将其与预测的TRPM3激动剂靶点整合,分别揭示了CIM0216、硫酸preg和硝苯地平的20个、28个和38个共同靶点。富集分析强调EGFR酪氨酸激酶抑制剂耐药和PI3K/AKT信号传导是COPD的关键相关途径,也与主要tf相关。此外,AKT1、JAK2和PTGS2被鉴定为中心枢纽基因,特别是与CIM0216和硝苯地平相关。在所有三种TRPM3激动剂中,CIM0216-preg sulfate和硝苯地平-preg sulfate组合之间没有发现共同的中枢基因。中心基因通过GEO数据集(GSE57148)进行验证。鉴定的mirna通过关键转录因子形成密集的调节网络,控制炎症、增殖和免疫信号通路,强调了mirna介导的调节在COPD进展中的重要性。分子对接发现,与硝苯地平相比,CIM0216对TRPM3 (ΔG = - 7.1 kcal/mol, 6个氢键)、AKT1 (ΔG = - 10.8 kcal/mol, 4个氢键)、JAK2 (ΔG = - 9.0 kcal/mol, 4个氢键)、PTGS2 (ΔG = - 9.7 kcal/mol, 6个氢键)、AKT1 (ΔG = - 7.3 kcal/mol, 3个氢键)和TRPM3 (ΔG = - 8.6 kcal/mol, 3个氢键)具有较强的结合亲和力。JAK2 (ΔG = - 6.4 kcal/mol和2个氢键)和PTGS2 (ΔG = - 7.6 kcal/mol和11个氢键),支持其有效调节COPD相关信号通路的潜力。该研究预测,CIM0216可能作为与COPD相关的关键炎症和生存途径的潜在多靶点激动剂。这些发现提出了TRPM3介导的信号传导机制,并支持进一步实验验证TRPM3激动剂作为COPD的新候选治疗药物。补充信息:在线版本提供补充资料,网址为10.1007/s40203-026-00707-3。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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