动脉粥样斑块转录组学发现 ARNTL 是一种平滑肌细胞调控因子,它与临床和基因数据一起改善了风险分层。

IF 37.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Sampath Narayanan, Sofija Vuckovic, Otto Bergman, Robert Wirka, Jose Verdezoto Mosquera, Qiao Sen Chen, Damiano Baldassarre, Elena Tremoli, Fabrizio Veglia, Mariette Lengquist, Redouane Aherahrrou, Anton Razuvaev, Bruna Gigante, Hanna M Björck, Clint L Miller, Thomas Quertermous, Ulf Hedin, Ljubica Matic
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引用次数: 0

摘要

背景和目的:血管平滑肌细胞(SMC)在动脉粥样硬化中的作用已逐渐显示出与该疾病的因果遗传联系。单细胞 RNA 测序(scRNAseq)研究发现了动脉粥样硬化病变中的多种间充质细胞群,包括各种 SMC 亚型,但它们与患者临床参数和遗传之间的关系尚不清楚。在这里,动脉粥样硬化斑块中的间充质细胞群与主要冠状动脉疾病(CAD)遗传变异相关,并进行了功能分析,以确定参与疾病的SMC标记物:利用公开的斑块scRNAseq数据,并结合患者的临床数据和随访信息,对来自卡罗林斯卡内膜切除术生物库(BiKE,n = 125)颈动脉斑块的批量微阵列进行了生物信息学解卷积。根据去卷积细胞组分对 BiKE 患者进行分组。进行了定量性状位点(QTLs)分析,以预测CAD相关基因变异对斑块中间质细胞组分(cfQTLs)和基因表达(eQTLs)的影响:与无症状患者(尤其是女性)相比,有症状患者的病变中1型巨噬细胞和周细胞的比例较高,但经典和调制间充质细胞的比例较低。糖尿病或他汀类药物治疗并不影响细胞的分布。根据斑块细胞分布情况进行的聚类分析显示,有三组患者的稳定性和与中风的相关性存在相对差异,即使在长期随访期间也是如此。在昼夜节律基因ARNTL的上游发现了几个与斑块间质细胞组分相关的单核苷酸多态性。体外沉默人颈动脉间充质细胞中的 ARNTL 会增加收缩标志物的表达并减少细胞增殖:这项研究表明,将 scRNAseq 数据与来自大型人类斑块生物库的纵向整合临床、遗传和转录组数据相结合,可用于完善患者脆弱性和风险预测分层。该研究揭示了可能与动脉粥样硬化斑块中的SMCs功能相关的新型CAD相关变异。具体来说,ARNTL基因中的变异可能会影响SMC的比例和功能,其作为SMC增殖调节因子的作用有待进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Atheroma transcriptomics identifies ARNTL as a smooth muscle cell regulator and with clinical and genetic data improves risk stratification.

Background and aims: The role of vascular smooth muscle cells (SMCs) in atherosclerosis has evolved to indicate causal genetic links with the disease. Single cell RNA sequencing (scRNAseq) studies have identified multiple cell populations of mesenchymal origin within atherosclerotic lesions, including various SMC sub-phenotypes, but it is unknown how they relate to patient clinical parameters and genetics. Here, mesenchymal cell populations in atherosclerotic plaques were correlated with major coronary artery disease (CAD) genetic variants and functional analyses performed to identify SMC markers involved in the disease.

Methods: Bioinformatic deconvolution was done on bulk microarrays from carotid plaques in the Biobank of Karolinska Endarterectomies (BiKE, n = 125) using public plaque scRNAseq data and associated with patient clinical data and follow-up information. BiKE patients were clustered based on the deconvoluted cell fractions. Quantitative trait loci (QTLs) analyses were performed to predict the effect of CAD associated genetic variants on mesenchymal cell fractions (cfQTLs) and gene expression (eQTLs) in plaques.

Results: Lesions from symptomatic patients had higher fractions of Type 1 macrophages and pericytes, but lower fractions of classical and modulated SMCs compared with asymptomatic ones, particularly females. Presence of diabetes or statin treatment did not affect the cell fraction distribution. Clustering based on plaque cell fractions, revealed three patient groups, with relative differences in their stability profiles and associations to stroke, even during long-term follow-up. Several single nucleotide polymorphisms associated with plaque mesenchymal cell fractions, upstream of the circadian rhythm gene ARNTL were identified. In vitro silencing of ARNTL in human carotid SMCs increased the expression of contractile markers and attenuated cell proliferation.

Conclusions: This study shows the potential of combining scRNAseq data with vertically integrated clinical, genetic, and transcriptomic data from a large biobank of human plaques, for refinement of patient vulnerability and risk prediction stratification. The study revealed novel CAD-associated variants that may be functionally linked to SMCs in atherosclerotic plaques. Specifically, variants in the ARNTL gene may influence SMC ratios and function, and its role as a regulator of SMC proliferation should be further investigated.

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来源期刊
European Heart Journal
European Heart Journal 医学-心血管系统
CiteScore
39.30
自引率
6.90%
发文量
3942
审稿时长
1 months
期刊介绍: The European Heart Journal is a renowned international journal that focuses on cardiovascular medicine. It is published weekly and is the official journal of the European Society of Cardiology. This peer-reviewed journal is committed to publishing high-quality clinical and scientific material pertaining to all aspects of cardiovascular medicine. It covers a diverse range of topics including research findings, technical evaluations, and reviews. Moreover, the journal serves as a platform for the exchange of information and discussions on various aspects of cardiovascular medicine, including educational matters. In addition to original papers on cardiovascular medicine and surgery, the European Heart Journal also presents reviews, clinical perspectives, ESC Guidelines, and editorial articles that highlight recent advancements in cardiology. Additionally, the journal actively encourages readers to share their thoughts and opinions through correspondence.
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