Integrative genomic analysis identifies key target genes and candidate drugs for spinal stenosis.

IF 3.8 3区 医学 Q2 NEUROSCIENCES
Frontiers in Molecular Neuroscience Pub Date : 2026-04-01 eCollection Date: 2026-01-01 DOI:10.3389/fnmol.2026.1767263
Demeng Xia, Yongjie Chen, Rui Wu, Yifan Tang, Yanqing Sun, Xiongsheng Chen
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引用次数: 0

Abstract

Background: Spinal stenosis is a common pathological condition characterized by the narrowing of the spinal canal, contributing to substantial morbidity and imposing a significant socioeconomic burden. Despite its clinical importance, the genetic drivers and cellular mechanisms driving its progression remain inadequately understood, necessitating integrative approaches to identify therapeutic targets.

Methods: This study employed an integrative multi-omics strategy. Initially, summary-data-based Mendelian randomization was conducted using cis-expression quantitative trait loci data from 19,960 genes alongside spinal stenosis genome-wide association study data. Gene-gene interaction networks and colocalization analyses further refined candidate genes. Additionally, single-cell RNA sequencing of spinal tissues was performed to assess cellular enrichment, and molecular docking was employed to screened FDA-approved drugs against prioritized targets. Immunohistochemistry (IHC), Western blot (WB), and quantitative real-time PCR (qRT-PCR) were conducted using tissue samples and primary cells to validate the bioinformatics analysis results.

Results: SMR analysis identified 45 candidate target genes, which were further narrowed to three key genes including KAT5, TET2, and TAF10 through gene-gene interaction analysis and colocalization. Single-cell RNA sequencing revealed that these genes were predominantly enriched in chondrocytes and monocytes, implicating cellular cross-talk via the TGF-β1- (TGF-βR1 ++ TGF-βR2) pathway, a driver of fibrosis and ossification. Molecular docking identified six high-affinity compounds: Balsalazide and Eltrombopag for KAT5, Magnesium Citrate and Ferric Citrate for TET2, and Piracetam and Deferiprone for TAF10. The expression level of KAT5 and TET10 were both consistent with our SMR analysis in both tissues and primary cells.

Conclusion: These findings elucidate novel genetic and cellular mechanisms underlying spinal stenosis, highlighting the role of TGF-β pathway in disease progression. The identified compounds offer promising therapeutic interventions, bridging genomic discoveries to clinical applications and paving the way for targeted treatment strategies.

综合基因组分析确定了治疗椎管狭窄的关键靶基因和候选药物。
背景:椎管狭窄是一种常见的病理状况,其特征是椎管狭窄,导致大量发病率,并造成重大的社会经济负担。尽管其临床意义重大,但驱动其进展的遗传驱动因素和细胞机制仍未得到充分了解,因此需要采用综合方法来确定治疗靶点。方法:本研究采用综合多组学策略。最初,基于汇总数据的孟德尔随机化使用了19660个基因的顺式表达数量性状位点数据和椎管狭窄全基因组关联研究数据。基因-基因互作网络和共定位分析进一步细化了候选基因。此外,对脊髓组织进行单细胞RNA测序以评估细胞富集程度,并利用分子对接筛选fda批准的针对优先靶点的药物。采用组织样本和原代细胞进行免疫组化(IHC)、免疫印迹(WB)和实时荧光定量PCR (qRT-PCR)验证生物信息学分析结果。结果:SMR分析鉴定出45个候选靶基因,通过基因互作分析和共定位,进一步将候选靶基因范围缩小到KAT5、TET2和TAF10三个关键基因。单细胞RNA测序显示,这些基因主要富集在软骨细胞和单核细胞中,暗示细胞通过TGF-β1- (TGF-β r1 ++ TGF-β r2)通路进行串扰,这是纤维化和骨化的驱动因素。分子对接鉴定出6种高亲和力化合物:Balsalazide和Eltrombopag对KAT5,柠檬酸镁和铁柠檬酸铁对TET2,吡拉西坦和去铁素对TAF10。KAT5和TET10在组织和原代细胞中的表达水平均与我们的SMR分析一致。结论:这些发现阐明了椎管狭窄的新的遗传和细胞机制,强调了TGF-β通路在疾病进展中的作用。鉴定的化合物提供了有希望的治疗干预措施,将基因组发现与临床应用联系起来,并为靶向治疗策略铺平了道路。
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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来源期刊
CiteScore
5.70
自引率
2.10%
发文量
669
审稿时长
14 weeks
期刊介绍: Frontiers in Molecular Neuroscience is a first-tier electronic journal devoted to identifying key molecules, as well as their functions and interactions, that underlie the structure, design and function of the brain across all levels. The scope of our journal encompasses synaptic and cellular proteins, coding and non-coding RNA, and molecular mechanisms regulating cellular and dendritic RNA translation. In recent years, a plethora of new cellular and synaptic players have been identified from reduced systems, such as neuronal cultures, but the relevance of these molecules in terms of cellular and synaptic function and plasticity in the living brain and its circuits has not been validated. The effects of spine growth and density observed using gene products identified from in vitro work are frequently not reproduced in vivo. Our journal is particularly interested in studies on genetically engineered model organisms (C. elegans, Drosophila, mouse), in which alterations in key molecules underlying cellular and synaptic function and plasticity produce defined anatomical, physiological and behavioral changes. In the mouse, genetic alterations limited to particular neural circuits (olfactory bulb, motor cortex, cortical layers, hippocampal subfields, cerebellum), preferably regulated in time and on demand, are of special interest, as they sidestep potential compensatory developmental effects.
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