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已确定骨质疏松症的潜在药物靶点:一项孟德尔随机化研究。

Potential drug targets for osteoporosis identified: A Mendelian randomization study.

作者信息

Zhao Guolong, Wang Qian, Duan Ning, Zhang Kun, Li Zhong, Sun Liang, Lu Yao

机构信息

Department of Orthopaedics, Honghui Hospital, Xi'an Jiaotong University, 555 Youyi East Road, Xi'an, 710054, Shaan'xi Province, China.

出版信息

Heliyon. 2024 Aug 19;10(16):e36566. doi: 10.1016/j.heliyon.2024.e36566. eCollection 2024 Aug 30.

Abstract

BACKGROUND

Osteoporosis is a prevalent global health condition, primarily affecting the aging population, and several therapies for osteoporosis have been widely used. However, available drugs for osteoporosis are far from satisfactory because they cannot alleviate disease progression. This study aimed to explore potential drug targets for osteoporosis through Mendelian randomization analysis.

METHODS

Using cis-expression quantitative trait loci (cis-eQTL) data of druggable genes and two genome-wide association studies (GWAS) datasets related to osteoporosis (UK Biobank and FinnGen cohorts), we employed mendelian randomization (MR) analysis to identify the druggable genes with causal relationships with osteoporosis. Subsequently, a series of follow-up analyses were conducted, such as colocalization analysis, cell-type specificity analysis, and correlation analysis with risk factors. The association between potential drug targets and osteoporosis was validated by qRT-PCR.

RESULTS

Six druggable genes with causal relationships with osteoporosis were identified and successfully replicated, including ACPP, DNASE1L3, IL32, PPOX, ST6GAL1, and TGM3. Cell-type specificity analysis revealed that PPOX and ST6GAL1 were expressed in all cell types in the bone samples, while IL32, ACPP, DNASE1L3, and TGM3 were expressed in specific cell types. The GWAS data showed there were seven risk factors for osteoporosis, including vitamin D deficiency, COPD, physical activity, BMI, MMP-9, ALP and PTH. Furthermore, ACPP was associated with vitamin D deficiency and COPD; DNASE1L3 was linked to physical activity; IL32 correlated with BMI and MMP-9; and ST6GAL1 was related to ALP, physical activity, and MMP-9. Among these risk factors, only MMP-9 had a high genetic correlation with osteoporosis. The results of qRT-PCR demonstrated that IL32 was upregulated while ST6GAL1 was downregulated in peripheral blood of osteoporosis patients.

CONCLUSION

Our findings suggested that those six druggable genes offer potential drug targets for osteoporosis and require further clinical investigation, especially IL32 and ST6GAL1.

摘要

背景

骨质疏松症是一种全球普遍存在的健康状况,主要影响老年人群,并且已经广泛应用了几种治疗骨质疏松症的方法。然而,现有的骨质疏松症药物远不能令人满意,因为它们无法缓解疾病进展。本研究旨在通过孟德尔随机化分析探索骨质疏松症的潜在药物靶点。

方法

利用可成药基因的顺式表达定量性状位点(cis-eQTL)数据以及两个与骨质疏松症相关的全基因组关联研究(GWAS)数据集(英国生物银行和芬兰基因队列),我们采用孟德尔随机化(MR)分析来确定与骨质疏松症存在因果关系的可成药基因。随后,进行了一系列后续分析,如共定位分析、细胞类型特异性分析以及与危险因素的相关性分析。通过qRT-PCR验证了潜在药物靶点与骨质疏松症之间的关联。

结果

确定并成功复制了六个与骨质疏松症存在因果关系的可成药基因,包括ACPP、DNASE1L3、IL32、PPOX、ST6GAL1和TGM3。细胞类型特异性分析表明,PPOX和ST6GAL1在骨样本的所有细胞类型中均有表达,而IL32、ACPP、DNASE1L3和TGM3在特定细胞类型中表达。GWAS数据显示骨质疏松症有七个危险因素,包括维生素D缺乏、慢性阻塞性肺疾病(COPD)、身体活动、体重指数(BMI)、基质金属蛋白酶-9(MMP-9)、碱性磷酸酶(ALP)和甲状旁腺激素(PTH)。此外,ACPP与维生素D缺乏和COPD相关;DNASE1L3与身体活动有关;IL32与BMI和MMP-9相关;ST6GAL1与ALP、身体活动和MMP-9有关。在这些危险因素中,只有MMP-9与骨质疏松症有高度的遗传相关性。qRT-PCR结果表明,骨质疏松症患者外周血中IL32上调而ST6GAL1下调。

结论

我们的研究结果表明,这六个可成药基因为骨质疏松症提供了潜在的药物靶点,需要进一步的临床研究,尤其是IL32和ST6GAL1。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c9d5/11382026/28ec78f6c478/gr1.jpg

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