{"title":"Circulating proteins and bone mineral density: A Proteome-Wide Mendelian Randomization Study.","authors":"Tianyi Wang, Liu Liu, Ruiying Han, Yikai He, Yubin Cao, Ding Bai, Yongwen Guo","doi":"10.2174/0109298673385463250811030618","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Current osteoporosis medications often prove ineffective for various reasons. Alongside optimizing available agents, new genetic targets should be proposed for drug development. Mendelian randomization (MR) may resolve throughput and confounding issues in traditional observational studies for druggable targets.</p><p><strong>Methods: </strong>We employed two-sample MR with protein quantitative trait loci (pQTLs) and expression quantitative trait loci (eQTLs) data as exposures and six bone mineral density (BMD) sites as outcomes. By meta-analyzing pQTL evidence, validating eQTL evidence, conducting MR sensitivity tests, and assessing druggability, key druggable targets for BMD were identified. Additionally, we performed functional analysis, drug repurposing annotation, transcriptome analysis, in-house PCR, ELISA, and micro-CT validation to further investigate the functionality and expression levels of these targets across different tissues and conditions.</p><p><strong>Results: </strong>Out of 5,928 pQTLs from deCODE and UKB-PPP datasets, 16 were identified as prioritized targets with significant meta pQTL evidence. Tyrosine-protein kinase Lyn (LYN, meta beta -0.09, 95% CI -0.13 to -0.05), Chondroadherin (CHAD, meta beta -0.39, 95% CI -0.18 to -0.20), Tumor necrosis factor receptor superfamily member 19 (TNFRSF19, meta beta -0.03, 95% CI -0.05 to -0.02), and Transforming growth factor beta induced (TGFBI, meta beta -0.04, 95% CI -0.06 to -0.03) were identified as key druggable targets for BMD. R-spondin-3 (RSPO3) and SPARC-related modular calcium- binding protein 2 (SMOC2) were also suggested with consistent MR associations with previous studies.</p><p><strong>Discussion: </strong>We identified four novel BMD-related targets (CHAD, LYN, TGFBI, TNFRSF19) through pQTL meta-analysis, and validated RSPO3/SMOC2's positive effects. By integrating multi-tissue transcriptomics and OVX experiments, we further revealed elevated expression of TNFRSF19/TGFBI negatively correlated with BMD, providing new therapeutic insights.</p><p><strong>Conclusion: </strong>This large-scale Proteome-Wide MR study introduced novel targets for BMD and osteoporosis at transcriptional and translational levels, presenting new prospects for drug repurposing and development.</p>","PeriodicalId":10984,"journal":{"name":"Current medicinal chemistry","volume":" ","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current medicinal chemistry","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2174/0109298673385463250811030618","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction: Current osteoporosis medications often prove ineffective for various reasons. Alongside optimizing available agents, new genetic targets should be proposed for drug development. Mendelian randomization (MR) may resolve throughput and confounding issues in traditional observational studies for druggable targets.
Methods: We employed two-sample MR with protein quantitative trait loci (pQTLs) and expression quantitative trait loci (eQTLs) data as exposures and six bone mineral density (BMD) sites as outcomes. By meta-analyzing pQTL evidence, validating eQTL evidence, conducting MR sensitivity tests, and assessing druggability, key druggable targets for BMD were identified. Additionally, we performed functional analysis, drug repurposing annotation, transcriptome analysis, in-house PCR, ELISA, and micro-CT validation to further investigate the functionality and expression levels of these targets across different tissues and conditions.
Results: Out of 5,928 pQTLs from deCODE and UKB-PPP datasets, 16 were identified as prioritized targets with significant meta pQTL evidence. Tyrosine-protein kinase Lyn (LYN, meta beta -0.09, 95% CI -0.13 to -0.05), Chondroadherin (CHAD, meta beta -0.39, 95% CI -0.18 to -0.20), Tumor necrosis factor receptor superfamily member 19 (TNFRSF19, meta beta -0.03, 95% CI -0.05 to -0.02), and Transforming growth factor beta induced (TGFBI, meta beta -0.04, 95% CI -0.06 to -0.03) were identified as key druggable targets for BMD. R-spondin-3 (RSPO3) and SPARC-related modular calcium- binding protein 2 (SMOC2) were also suggested with consistent MR associations with previous studies.
Discussion: We identified four novel BMD-related targets (CHAD, LYN, TGFBI, TNFRSF19) through pQTL meta-analysis, and validated RSPO3/SMOC2's positive effects. By integrating multi-tissue transcriptomics and OVX experiments, we further revealed elevated expression of TNFRSF19/TGFBI negatively correlated with BMD, providing new therapeutic insights.
Conclusion: This large-scale Proteome-Wide MR study introduced novel targets for BMD and osteoporosis at transcriptional and translational levels, presenting new prospects for drug repurposing and development.
导读:目前的骨质疏松药物由于各种原因往往被证明无效。除了优化现有药物外,还应提出新的基因靶点用于药物开发。孟德尔随机化(MR)可以解决传统的可药物靶点观察性研究中的吞吐量和混淆问题。方法:采用含有蛋白数量性状位点(pQTLs)和表达数量性状位点(eQTLs)数据的两样本MR作为暴露,6个骨矿物质密度(BMD)位点作为结果。通过荟萃分析pQTL证据、验证eQTL证据、进行MR敏感性试验和评估药物可药性,确定了BMD的关键药物靶点。此外,我们进行了功能分析、药物再利用注释、转录组分析、内部PCR、ELISA和micro-CT验证,以进一步研究这些靶点在不同组织和条件下的功能和表达水平。结果:来自deCODE和UKB-PPP数据集的5928个pQTL中,有16个被确定为具有显著meta pQTL证据的优先目标。酪氨酸蛋白激酶Lyn (Lyn, meta β -0.09, 95% CI -0.13至-0.05)、软骨粘附素(CHAD, meta β -0.39, 95% CI -0.18至-0.20)、肿瘤坏死因子受体超家族成员19 (TNFRSF19, meta β -0.03, 95% CI -0.05至-0.02)和转化生长因子β诱导(TGFBI, meta β -0.04, 95% CI -0.06至-0.03)被确定为BMD的关键可药物靶点。r - spontin -3 (RSPO3)和sparc相关的模块化钙结合蛋白2 (SMOC2)也被认为与先前的研究具有一致的MR相关性。讨论:通过pQTL荟萃分析,我们确定了四个新的bmd相关靶点(CHAD、LYN、TGFBI、TNFRSF19),并验证了RSPO3/SMOC2的积极作用。通过整合多组织转录组学和OVX实验,我们进一步发现TNFRSF19/TGFBI的表达升高与BMD呈负相关,为治疗提供了新的见解。结论:这项大规模蛋白质组范围的MR研究在转录和翻译水平上引入了BMD和骨质疏松症的新靶点,为药物的重新利用和开发提供了新的前景。
期刊介绍:
Aims & Scope
Current Medicinal Chemistry covers all the latest and outstanding developments in medicinal chemistry and rational drug design. Each issue contains a series of timely in-depth reviews and guest edited thematic issues written by leaders in the field covering a range of the current topics in medicinal chemistry. The journal also publishes reviews on recent patents. Current Medicinal Chemistry is an essential journal for every medicinal chemist who wishes to be kept informed and up-to-date with the latest and most important developments.