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基因决定的血统与颈动脉斑块的形态学和分子特征相关。

Genetically determined ancestry associates with morphological and molecular carotid plaque features.

作者信息

Fahim Nima, Sakkers Tim R, Hoekstra Joost, de Kleijn Dominique P V, Mokry Michal, Mosquera Jose Verdezoto, Pasterkamp Gerard, den Ruijter Hester M, Miller Clint L, van Setten Jessica, van der Laan Sander W

机构信息

Central Diagnostic Laboratory, Division Laboratories, Pharmacy, and Biomedical genetics, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.

Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.

出版信息

medRxiv. 2025 Jun 8:2025.06.07.25329125. doi: 10.1101/2025.06.07.25329125.

Abstract

Atherosclerosis, the main driver of cardiovascular disease (CVD), is influenced by a plethora of risk factors, including age, sex, and diabetes, that correlate with socio-economic status and may vary across ethnicities. These factors fail to fully explain observed ethnic disparities in CVD burden. For example, coronary artery calcification increases with age regardless of ethnicity, yet CAC is more prevalent in individuals of European descent. As these findings may be confounded by self-reported ethnicity, genome-informed ancestry offers a more accurate lens through which to study these ancestral differences. Yet, the biological basis of atherosclerotic plaque development and composition across ancestries remains essential underexplored. We hypothesized that genetically determined ancestry is associated with morphological and molecular features of atherosclerotic plaques. Leveraging the Athero-Express Biobank Study, an ongoing Dutch cohort with deep histological and transcriptomic profiling of plaques, we analyzed data from 1,944 patients after genotype quality control and ancestry inference using principal component analysis against 1000 Genomes. Two ancestry groups were identified, European (n=1,866) and non-European (n=51), reflecting Netherlands' migratory history. Demographics were largely comparable between groups, however, ordinal logistic regression showed non-European ancestries had higher odds of increase plaque vulnerability (OR=1.67, 95% CI 1.01-2.77, p = 0.0450), a finding that remained robust after down sampling. Differential gene expression analysis highlighted and , genes linked to synaptic adhesion and vascular homeostasis, among the top differentially expressed genes. Pathway and single-cell enrichment analyses further revealed consistent enrichment of inflammation-related biological processes and diseases, including through integration with genome-wide association study data. Our findings support that genetic ancestry correlates with morphological and molecular plaque composition, with non-European patients showing more inflammatory, higher-risk plaque features, including inflammatory signatures. Increased ancestral diversity in vascular biology research is critical for understanding atherosclerotic pathophysiology and develop equitable and personalized therapeutic strategies.

摘要

动脉粥样硬化是心血管疾病(CVD)的主要驱动因素,受到众多风险因素的影响,包括年龄、性别和糖尿病,这些因素与社会经济地位相关,且可能因种族而异。这些因素未能完全解释所观察到的心血管疾病负担方面的种族差异。例如,无论种族如何,冠状动脉钙化都会随着年龄的增长而增加,但冠状动脉钙化在欧洲血统个体中更为普遍。由于这些发现可能会因自我报告的种族而混淆,基于基因组的血统提供了一个更准确的视角来研究这些祖先差异。然而,不同血统的动脉粥样硬化斑块发展和组成的生物学基础仍基本未被充分探索。我们假设基因决定的血统与动脉粥样硬化斑块的形态和分子特征相关。利用Athero-Express生物样本库研究(一项正在进行的荷兰队列研究,对斑块进行了深入的组织学和转录组分析),我们在对1000个基因组进行基因型质量控制和血统推断后,分析了1944名患者的数据。确定了两个血统组,欧洲血统组(n = 1866)和非欧洲血统组(n = 51),这反映了荷兰的移民历史。两组之间的人口统计学特征在很大程度上具有可比性,然而,有序逻辑回归显示非欧洲血统个体的斑块易损性增加的几率更高(OR = 1.67,95% CI 1.01 - 2.77,p = 0.0450),这一发现在下采样后仍然稳健。差异基因表达分析突出了与突触粘附和血管稳态相关的基因以及 ,这些基因在差异表达最显著的基因中名列前茅。通路和单细胞富集分析进一步揭示了炎症相关生物学过程和疾病的一致富集,包括通过与全基因组关联研究数据整合。我们的研究结果支持基因血统与斑块的形态和分子组成相关,非欧洲患者表现出更多炎症性、高风险的斑块特征,包括炎症特征。增加血管生物学研究中的祖先多样性对于理解动脉粥样硬化病理生理学以及制定公平和个性化的治疗策略至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68ed/12155000/167a41b6bd48/nihpp-2025.06.07.25329125v1-f0001.jpg

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