Transcriptomic imputation identifies tissue-specific genes associated with cervical myelopathy.

IF 4.9 1区 医学 Q1 CLINICAL NEUROLOGY
Carina Seah, Mert Karabacak, Konstantinos Margetis
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引用次数: 0

Abstract

Background context: Degenerative cervical myelopathy (DCM) is a progressive spinal condition that can lead to severe neurological dysfunction. Despite its degenerative pathophysiology, family history has shown to be a largely important factor in incidence and progression, suggesting that inherent genetic predisposition may play a role in pathophysiology.

Purpose: To determine the tissue-specific, functional genetic basis of hereditary predisposition to cervical myelopathy.

Study design: Retrospective case-control study using patient genetics and matched EHR from the Mount Sinai BioMe Biobank.

Methods: In a large, diverse, urban biobank of 32,031 individuals, with 558 individuals with cervical myopathy, we applied transcriptomic imputation to identify genetically regulated gene expression signatures associated with DCM. We performed drug-repurposing analysis using the CMAP database to identify candidate therapeutic interventions to reverse the cervical myelopathy-associated gene signature.

Results: We identified 16 genes significantly associated with DCM across 5 different tissues, suggesting tissue-specific manifestations of inherited genetic risk (upregulated: HES6, PI16, TMEM183A, BDH2, LINC00937, CLEC4D, USP43, SPATA1; downregulated: TTC12, CDK5, PAFAH1B2, RCSD1, KLHL29, PTPRG, RP11-620J15.3, C1RL). Drug repurposing identified 22 compounds with the potential to reverse the DCM-associated signature, suggesting points of therapeutic intervention.

Conclusions: The inherited genetic risk for cervical myelopathy is functionally associated with genes involved in tissue-specific nociceptive and proliferative processes. These signatures may be reversed by candidate therapeutics with nociceptive, calcium channel modulating, and antiproliferative effects.

Clinical significance: Understanding the genetic basis of DCM provides critical insights into the hereditary factors contributing to the disease, allowing for more personalized and targeted therapeutic approaches. The identification of candidate drugs through transcriptomic imputation and drug repurposing analysis offers potential new treatments that could significantly improve patient outcomes and quality of life by addressing the underlying genetic mechanisms of DCM.

转录组推算确定了与颈椎病相关的组织特异性基因。
背景情况:退行性颈椎脊髓病(DCM)是一种进行性脊柱疾病,可导致严重的神经功能障碍。目的:确定颈椎病遗传易感性的组织特异性和功能性遗传基础:研究设计:利用西奈山 BioMe 生物库中的患者遗传学和匹配的电子病历进行回顾性病例对照研究:在一个由 32,031 人(其中 558 人患有颈椎肌病)组成的大型、多样化城市生物库中,我们应用转录组归因法识别了与 DCM 相关的基因调控基因表达特征。我们利用 CMAP 数据库进行了药物再利用分析,以确定逆转颈椎病相关基因特征的候选治疗干预措施:HES6、PI16、TMEM183A、BDH2、LINC00937、CLEC4D、USP43、SPATA1;下调:TTC12、CDK5、PAFH1B2、RCSD1、KLHL29、PTPRG、RP11-620J15.3、C1RL)。通过药物再利用发现了22种化合物具有逆转DCM相关特征的潜力,从而提出了治疗干预的要点:结论:颈椎病的遗传风险在功能上与参与组织特异性痛觉和增殖过程的基因有关。这些特征可能会被具有痛觉、钙通道调节和抗增生作用的候选疗法所逆转:临床意义:了解 DCM 的遗传基础有助于深入了解导致该疾病的遗传因素,从而采取更加个性化和有针对性的治疗方法。通过转录组归纳和药物再利用分析确定候选药物,可提供潜在的新疗法,通过解决 DCM 潜在的遗传机制,显著改善患者的预后和生活质量。
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来源期刊
Spine Journal
Spine Journal 医学-临床神经学
CiteScore
8.20
自引率
6.70%
发文量
680
审稿时长
13.1 weeks
期刊介绍: The Spine Journal, the official journal of the North American Spine Society, is an international and multidisciplinary journal that publishes original, peer-reviewed articles on research and treatment related to the spine and spine care, including basic science and clinical investigations. It is a condition of publication that manuscripts submitted to The Spine Journal have not been published, and will not be simultaneously submitted or published elsewhere. The Spine Journal also publishes major reviews of specific topics by acknowledged authorities, technical notes, teaching editorials, and other special features, Letters to the Editor-in-Chief are encouraged.
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