大数据分析和scRNA-seq在人主动脉瘤和夹层中的作用:内皮MerTK的作用。

IF 12.4 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Theranostics Pub Date : 2025-01-01 DOI:10.7150/thno.103851
Shijie Liu, Jinzi Wu, Oishani Banerjee, Bingzhong Xue, Hang Shi, Zufeng Ding
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引用次数: 0

摘要

理由:在美国,每年有超过1万人死于主动脉瘤和夹层(AAD)。然而,目前还没有药物可以有效预防AAD的发病机制。MER原癌基因酪氨酸激酶(MerTK)是efferocytosis的关键受体,efferocytosis是清除凋亡细胞的一个过程。在这里,我们主要关注升主动脉瘤和夹层(AAAD),并研究内皮MerTK在AAAD进展中的作用。方法:对人AAAD样本进行单细胞RNA测序(scRNA-seq)分析和RNA-seq大数据分析,结合我们独特的内皮细胞MerTKflox/flox/Tie2Cre MerTKflox/ Tie2Cre MerTK缺失小鼠模型,明确内皮细胞MerTK在AAAD中的作用。结果:通过对人AAAD(内皮细胞与其他细胞的通讯)中scRNA-seq的比较分析和包括约60万次交叉分析的综合大数据分析,我们发现内皮细胞MerTK的表达在人AAAD中被显著抑制,导致内皮细胞吞噬抗原提呈细胞、吞噬细胞、白细胞、血细胞和髓细胞的能力下降。我们的体内数据显示,与同窝MerTK flox/flox小鼠相比,MerTK flox/flox/Tie2Cre小鼠的AAAD发病率明显更高(100% vs 11.1%)。内皮细胞中MerTK缺乏可诱导内皮功能障碍和SMC表型改变,从而促进AAAD的发展。结论:我们的研究结果表明,内皮MerTK损伤和随后的内皮功能障碍和SMC表型改变是促进AAAD的新机制。
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Big data analytics and scRNA-seq in human aortic aneurysms and dissections: role of endothelial MerTK.

Rationale: Aortic aneurysms and dissections (AAD) cause more than 10,000 deaths in the United States each year. However, there are no medications that can effectively prevent the pathogenesis of AAD. MER proto-oncogene tyrosine kinase (MerTK) is a key receptor for efferocytosis, a process for the clearance of apoptotic cells. Here, we mainly focused on ascending aortic aneurysms and dissections (AAAD) and investigated the role of endothelial MerTK in AAAD progression. Methods: Single-cell RNA sequencing (scRNA-seq) analysis in human AAAD samples and RNA-seq big data analytics, combined with our unique MerTKflox/flox/Tie2Cre mouse model with MerTK deficiency in endothelial cells (ECs), were applied to define the role of endothelial MerTK in AAAD. Results: Through comparative analyses of scRNA-seq in human AAAD (communications of ECs with other cells) and comprehensive big data analytics including about 600,000 cross analyses, we found that the expression of endothelial MerTK is significantly inhibited in human AAAD, resulting in decreased ability of ECs to engulf antigen presenting cells, phagocytes, leukocytes, blood cells and myeloid cells. Our in vivo data showed a significantly higher incidence of AAAD in MerTK flox/flox/Tie2Cre mice compared to that of their littermate controls of MerTK flox/flox mice (100% vs. 11.1%). MerTK deficiency in ECs induces both endothelial dysfunction and SMC phenotypic alterations, subsequently promoting AAAD development. Conclusions: Our findings indicate that endothelial MerTK impairment and subsequent endothelial dysfunction and SMC phenotypic alterations represent novel mechanisms promoting AAAD.

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来源期刊
Theranostics
Theranostics MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
25.40
自引率
1.60%
发文量
433
审稿时长
1 months
期刊介绍: Theranostics serves as a pivotal platform for the exchange of clinical and scientific insights within the diagnostic and therapeutic molecular and nanomedicine community, along with allied professions engaged in integrating molecular imaging and therapy. As a multidisciplinary journal, Theranostics showcases innovative research articles spanning fields such as in vitro diagnostics and prognostics, in vivo molecular imaging, molecular therapeutics, image-guided therapy, biosensor technology, nanobiosensors, bioelectronics, system biology, translational medicine, point-of-care applications, and personalized medicine. Encouraging a broad spectrum of biomedical research with potential theranostic applications, the journal rigorously peer-reviews primary research, alongside publishing reviews, news, and commentary that aim to bridge the gap between the laboratory, clinic, and biotechnology industries.
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