• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于生物信息学鉴定米哚妥林作为与内质网应激相关的特发性肺纤维化的潜在治疗靶点。

Bioinformatics-based identification of mirdametinib as a potential therapeutic target for idiopathic pulmonary fibrosis associated with endoplasmic reticulum stress.

作者信息

Chen Junwei, Du Yuhan, Yu Qi, Liu Dongyu, Zhang Jinming, Luo Tingyue, Huang Haohua, Cai Shaoxi, Dong Hangming

机构信息

Department of Respiratory and Critical Care Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, 510000, China.

Department of Respiratory Medicine, Nanfang Hospital, No. 1838, North Guangzhou Avenue,Baiyun District,, Guangzhou City, China.

出版信息

Naunyn Schmiedebergs Arch Pharmacol. 2025 Mar 28. doi: 10.1007/s00210-025-04076-0.

DOI:10.1007/s00210-025-04076-0
PMID:40153017
Abstract

The molecular link between endoplasmic reticulum stress (ERS) and idiopathic pulmonary fibrosis (IPF) remains elusive. Our study aimed to uncover core mechanisms and new therapeutic targets for IPF. By analyzing gene expression profiles from the Gene Expression Omnibus (GEO) database, we identified 1519 differentially expressed genes (DEGs) and 11 ERS-related genes (ERSRGs) diagnostic for IPF. Using weighted gene co-expression network analysis (WGCNA) and differential expression analysis, key genes linked to IPF were pinpointed. CIBERSORT was used to assess immune cell infiltration, while the Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed to explore biological mechanisms. In three GEO datasets (GSE150910, GSE92592, and GSE124685), the receiver operating characteristic (ROC) curve analysis showed area under the ROC curve (AUC) > 0.7 for all ERSRGs. The Connectivity Map (CMap) database was used to predict small molecules modulating IPF signatures. The molecular docking energies of mirdametinib with protein targets ranged from - 5.1643 to - 8.0154 kcal/mol, while those of linsitinib ranged from - 5.6031 to - 7.902 kcal/mol. Molecular docking and animal experiments were performed to validate the therapeutic potential of identified compounds, with mirdametinib showing specific effects in a murine bleomycin-induced pulmonary fibrosis model. In vitro experiments indicated that mirdametinib may alleviate pulmonary fibrosis by reducing ERS via the PI3K/Akt/mTOR pathway. Our findings highlight 11 ERSRGs as predictors of IPF and demonstrate the feasibility of bioinformatics in drug discovery for IPF treatment.

摘要

内质网应激(ERS)与特发性肺纤维化(IPF)之间的分子联系仍不清楚。我们的研究旨在揭示IPF的核心机制和新的治疗靶点。通过分析基因表达综合数据库(GEO)中的基因表达谱,我们鉴定出1519个差异表达基因(DEG)和11个与ERS相关的基因(ERSRG)可作为IPF的诊断指标。使用加权基因共表达网络分析(WGCNA)和差异表达分析,确定了与IPF相关的关键基因。使用CIBERSORT评估免疫细胞浸润,同时进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析以探索生物学机制。在三个GEO数据集(GSE150910、GSE92592和GSE124685)中,受试者工作特征(ROC)曲线分析显示所有ERSRG的ROC曲线下面积(AUC)>0.7。使用连通图(CMap)数据库预测调节IPF特征的小分子。米哚妥林与蛋白质靶点的分子对接能量范围为-5.1643至-8.0154千卡/摩尔,而林西替尼的分子对接能量范围为-5.6031至-7.902千卡/摩尔。进行分子对接和动物实验以验证所鉴定化合物的治疗潜力,米哚妥林在小鼠博来霉素诱导的肺纤维化模型中显示出特定效果。体外实验表明,米哚妥林可能通过PI3K/Akt/mTOR途径减轻ERS,从而缓解肺纤维化。我们的研究结果突出了11个ERSRG作为IPF的预测指标,并证明了生物信息学在IPF治疗药物发现中的可行性。

相似文献

1
Bioinformatics-based identification of mirdametinib as a potential therapeutic target for idiopathic pulmonary fibrosis associated with endoplasmic reticulum stress.基于生物信息学鉴定米哚妥林作为与内质网应激相关的特发性肺纤维化的潜在治疗靶点。
Naunyn Schmiedebergs Arch Pharmacol. 2025 Mar 28. doi: 10.1007/s00210-025-04076-0.
2
Deciphering the Underlying Mechanisms of Sanleng-Ezhu for the Treatment of Idiopathic Pulmonary Fibrosis Based on Network Pharmacology and Single-cell RNA Sequencing Data.基于网络药理学和单细胞 RNA 测序数据解析三楞莪术治疗特发性肺纤维化的潜在机制。
Curr Comput Aided Drug Des. 2024;20(6):888-910. doi: 10.2174/1573409920666230808120504.
3
Comprehensive analysis of endoplasmic reticulum stress-associated genes signature of ulcerative colitis.溃疡性结肠炎内质网应激相关基因特征的综合分析。
Front Immunol. 2023 May 23;14:1158648. doi: 10.3389/fimmu.2023.1158648. eCollection 2023.
4
Comprehensive analysis of an endoplasmic reticulum stress-related gene prediction model and immune infiltration in idiopathic pulmonary fibrosis.内质网应激相关基因预测模型与特发性肺纤维化免疫浸润的综合分析
Front Immunol. 2024 Jan 11;14:1305025. doi: 10.3389/fimmu.2023.1305025. eCollection 2023.
5
Identification of key mitochondria-related genes and their potential crosstalk role with immune pattern in Idiopathic pulmonary fibrosis.特发性肺纤维化中关键线粒体相关基因的鉴定及其与免疫模式的潜在串扰作用。
Gene. 2024 Dec 20;930:148840. doi: 10.1016/j.gene.2024.148840. Epub 2024 Aug 13.
6
Identification of oxidative stress-related diagnostic markers and immune infiltration features for idiopathic pulmonary fibrosis by bibliometrics and bioinformatics.通过文献计量学和生物信息学鉴定特发性肺纤维化的氧化应激相关诊断标志物及免疫浸润特征
Front Med (Lausanne). 2024 Aug 6;11:1356825. doi: 10.3389/fmed.2024.1356825. eCollection 2024.
7
Transcriptomics in idiopathic pulmonary fibrosis unveiled: a new perspective from differentially expressed genes to therapeutic targets.特发性肺纤维化中的转录组学研究:从差异表达基因到治疗靶点的新视角。
Front Immunol. 2024 Mar 19;15:1375171. doi: 10.3389/fimmu.2024.1375171. eCollection 2024.
8
Integrating cellular experiments, single-cell sequencing, and machine learning to identify endoplasmic reticulum stress biomarkers in idiopathic pulmonary fibrosis.将细胞实验、单细胞测序和机器学习相结合,以鉴定特发性肺纤维化中的内质网应激生物标志物。
Ann Med. 2024 Dec;56(1):2409352. doi: 10.1080/07853890.2024.2409352. Epub 2024 Sep 28.
9
Identification of shared molecular mechanisms and diagnostic biomarkers between heart failure and idiopathic pulmonary fibrosis.心力衰竭与特发性肺纤维化之间共享分子机制及诊断生物标志物的鉴定。
Heliyon. 2024 Apr 20;10(8):e30086. doi: 10.1016/j.heliyon.2024.e30086. eCollection 2024 Apr 30.
10
Identification and Validation of Genes Exhibiting Dynamic Alterations in Response to Bleomycin-Induced Pulmonary Fibrosis.鉴定和验证在博来霉素诱导的肺纤维化反应中表现出动态变化的基因。
Mol Biotechnol. 2024 Nov;66(11):3323-3335. doi: 10.1007/s12033-023-00943-4. Epub 2023 Nov 4.

本文引用的文献

1
Indole-3-acetic acid attenuates pulmonary fibrosis by modulating lung microbiota, inhibiting fibroblast activation, and alleviating alveolar epithelial cell senescence.吲哚-3-乙酸通过调节肺部微生物群、抑制成纤维细胞活化和减轻肺泡上皮细胞衰老来减轻肺纤维化。
Life Sci. 2024 Dec 15;359:123191. doi: 10.1016/j.lfs.2024.123191. Epub 2024 Oct 29.
2
Discovery of biomarkers in the psoriasis through machine learning and dynamic immune infiltration in three types of skin lesions.通过机器学习和三种皮肤损伤中的动态免疫浸润发现银屑病的生物标志物。
Front Immunol. 2024 May 13;15:1388690. doi: 10.3389/fimmu.2024.1388690. eCollection 2024.
3
Selpercatinib attenuates bleomycin-induced pulmonary fibrosis by inhibiting the TGF-β1 signaling pathway.
塞普替尼通过抑制 TGF-β1 信号通路减轻博来霉素诱导的肺纤维化。
Biochem Pharmacol. 2024 Jul;225:116282. doi: 10.1016/j.bcp.2024.116282. Epub 2024 May 16.
4
The gene expression of CALD1, CDH2, and POSTN in fibroblast are related to idiopathic pulmonary fibrosis.成纤维细胞中 CALD1、CDH2 和 POSTN 的基因表达与特发性肺纤维化有关。
Front Immunol. 2024 Feb 2;15:1275064. doi: 10.3389/fimmu.2024.1275064. eCollection 2024.
5
Investigating the molecular mechanism of traditional Chinese medicine for the treatment of placental syndromes by influencing inflammatory cytokines using the Mendelian randomization and molecular docking technology.采用孟德尔随机化和分子对接技术研究影响炎症细胞因子的中药治疗胎盘综合征的分子机制。
Front Endocrinol (Lausanne). 2024 Feb 1;14:1290766. doi: 10.3389/fendo.2023.1290766. eCollection 2023.
6
MEK1/2 inhibition decreases pro-inflammatory responses in macrophages from people with cystic fibrosis and mitigates severity of illness in experimental murine methicillin-resistant infection.MEK1/2 抑制可减少囊性纤维化患者巨噬细胞中的促炎反应,并减轻实验性耐甲氧西林金黄色葡萄球菌感染小鼠的疾病严重程度。
Front Cell Infect Microbiol. 2024 Jan 30;14:1275940. doi: 10.3389/fcimb.2024.1275940. eCollection 2024.
7
A novel model for predicting prognosis in patients with idiopathic pulmonary fibrosis based on endoplasmic reticulum stress-related genes.基于内质网应激相关基因的特发性肺纤维化患者预后预测的新模型。
Cell Biol Int. 2024 Apr;48(4):483-495. doi: 10.1002/cbin.12121. Epub 2024 Jan 18.
8
Up-regulated SPP1 increases the risk from IPF to lung cancer via activating the pro-tumor macrophages.上调的SPP1通过激活促肿瘤巨噬细胞增加了从特发性肺纤维化发展为肺癌的风险。
Comput Struct Biotechnol J. 2023 Nov 14;21:5751-5764. doi: 10.1016/j.csbj.2023.11.018. eCollection 2023.
9
Eupatilin inhibits pulmonary fibrosis by activating Sestrin2/PI3K/Akt/mTOR dependent autophagy pathway.柚皮苷通过激活 Sestrin2/PI3K/Akt/mTOR 依赖性自噬途径抑制肺纤维化。
Life Sci. 2023 Dec 1;334:122218. doi: 10.1016/j.lfs.2023.122218. Epub 2023 Nov 1.
10
Monocytes and macrophages: emerging mechanisms and novel therapeutic targets in pulmonary fibrosis.单核细胞和巨噬细胞:肺纤维化中新兴的机制和新的治疗靶点。
Am J Physiol Cell Physiol. 2023 Oct 1;325(4):C1046-C1057. doi: 10.1152/ajpcell.00302.2023. Epub 2023 Sep 11.