动脉粥样硬化斑块进展的分子景观:来自蛋白质组学、单细胞转录组学和基因组学的见解。

IF 7 1区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Chaonan Wang, Yuyao Feng, Xiaoyan Liu, Haidan Sun, Zhengguang Guo, Jiang Shao, Kang Li, Junye Chen, Keqiang Shu, Deqiang Kong, Jiaxian Wang, Yiran Li, Xiangling Lei, Chen Li, Bao Liu, Wei Sun, Zhichao Lai
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引用次数: 0

摘要

背景:动脉粥样硬化是世界范围内心血管疾病的主要诱因。尽管在了解其病理方面取得了进展,但在动脉粥样硬化斑块的分子表征方面仍存在重大空白。本研究通过广泛分析颈动脉粥样硬化斑块的蛋白质组学景观来解决这一空白,根据美国心脏协会(AHA) IV到VI型进行分类,以确定潜在的生物标志物和治疗靶点。方法:该研究采用数据独立获取(DIA)蛋白质组学、单细胞RNA测序和孟德尔随机化(MR)的综合方法。共分析了87个人颈动脉斑块,以鉴定和量化蛋白表达。然后将这些蛋白质映射到斑块内的特定区域,如纤维帽和脂质核心,并在独立样本和单细胞数据集中进一步验证。此外,孟德尔随机化技术被用来评估鉴定的蛋白质水平与缺血性中风之间的因果关系。结果:87个颈动脉斑块的蛋白质组学分析揭示了6143个蛋白质,突出了不同斑块阶段的不同表达谱。值得注意的是,CD44和GAL-1等蛋白主要在纤维帽中表达,这表明它们在斑块稳定性中起作用,而TREM2、SMAD3和IL-6R在脂质核心中表达更高,表明它们参与了炎症过程。这些发现被单细胞RNA测序进一步证实,揭示了与观察到的蛋白质组学数据一致的细胞特异性表达模式。此外,MR分析表明IL6R、CD44和SMAD3在缺血性卒中中的因果作用。结论:这项研究为动脉粥样硬化斑块的进展提供了有价值的见解,确定了可能作为潜在生物标志物和治疗靶点的关键蛋白。它增强了我们对动脉粥样硬化的分子理解,并为治疗开辟了新的途径。此外,我们的研究证明了蛋白质组学在确定与斑块相关性状相关的基因优先级方面的准确性和稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Molecular landscape of atherosclerotic plaque progression: insights from proteomics, single-cell transcriptomics and genomics.

Backgrounds: Atherosclerosis is a major contributor to cardiovascular diseases worldwide. Despite advancements in understanding its pathology, significant gaps remain in the molecular characterization of atherosclerotic plaques. This study addresses this gap by extensively profiling the proteomic landscape of carotid atherosclerotic plaques, classified under the American Heart Association (AHA) types IV to VI, to identify potential biomarkers and therapeutic targets.

Methods: The study employed an integrated approach using data-independent acquisition (DIA) proteomics, single-cell RNA sequencing, and Mendelian randomization (MR). A total of 87 human carotid plaques were analyzed to identify and quantify protein expression. These proteins were then mapped to specific regions within the plaques, such as the fibrous cap and lipid core, and further validated in independent samples and single-cell datasets. Furthermore, Mendelian randomization techniques were employed to assess causal relationships between identified proteins levels and ischemic stroke.

Results: The proteomic analysis of the 87 carotid plaques revealed 6143 proteins, highlighting diverse expression profiles across different plaque stages. Notably, proteins like CD44 and GAL-1 were predominantly expressed in the fibrous cap, suggesting a role in plaque stability, while TREM2, SMAD3, and IL-6R showed higher expression in the lipid core, indicating involvement in inflammatory processes. These findings were further corroborated by single-cell RNA sequencing, revealing cell-specific expression patterns that align with the observed proteomic data. Additionally, MR analysis indicated the causal role of IL6R, CD44, and SMAD3 in ischemic stroke.

Conclusions: This study provides valuable insights into the progression of atherosclerotic plaques, identifying key proteins that could serve as potential biomarkers and therapeutic targets. It enhances our molecular understanding of atherosclerosis and opens up new avenues for treatment. Additionally, our study demonstrates the accuracy and robustness of proteomics in prioritizing genes associated with plaque-related traits.

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来源期刊
BMC Medicine
BMC Medicine 医学-医学:内科
CiteScore
13.10
自引率
1.10%
发文量
435
审稿时长
4-8 weeks
期刊介绍: BMC Medicine is an open access, transparent peer-reviewed general medical journal. It is the flagship journal of the BMC series and publishes outstanding and influential research in various areas including clinical practice, translational medicine, medical and health advances, public health, global health, policy, and general topics of interest to the biomedical and sociomedical professional communities. In addition to research articles, the journal also publishes stimulating debates, reviews, unique forum articles, and concise tutorials. All articles published in BMC Medicine are included in various databases such as Biological Abstracts, BIOSIS, CAS, Citebase, Current contents, DOAJ, Embase, MEDLINE, PubMed, Science Citation Index Expanded, OAIster, SCImago, Scopus, SOCOLAR, and Zetoc.
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