DNA甲基化谱揭示了stab1介导的内皮细胞和免疫细胞在烟雾病中的相互作用

IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Shihao He, Zhenyu Zhou, Rui Liang, Chengxu Lei, Yutong Liu, Jialong Yuan, Youjia Tang, Yuanli Zhao
{"title":"DNA甲基化谱揭示了stab1介导的内皮细胞和免疫细胞在烟雾病中的相互作用","authors":"Shihao He,&nbsp;Zhenyu Zhou,&nbsp;Rui Liang,&nbsp;Chengxu Lei,&nbsp;Yutong Liu,&nbsp;Jialong Yuan,&nbsp;Youjia Tang,&nbsp;Yuanli Zhao","doi":"10.1002/ctm2.70367","DOIUrl":null,"url":null,"abstract":"<p>Dear editor</p><p>This investigation provides a detailed characterisation of the multifaceted pathological processes driven by DNA methylation in Moyamoya disease (MMD). The Stabilin-1 (STAB1)-mediated interaction between endothelial and immune cells modulates vascular homeostasis, potentially contributing to MMD pathogenesis.</p><p>MMD is a chronic cerebrovascular disease which is characterised with distal stenosis of internal carotid artery.<span><sup>1</sup></span> Yet the marked clinical heterogeneity of Moyamoya disease suggests that genetic variants alone are insufficient to explain its pathogenesis, underscoring the need to interrogate complementary epigenetic mechanisms such as DNA methylation. Sung et al. employed the Illumina 450K array on a small cohort of endothelial cells and validated their findings in a HUVEC tube formation assay, revealing overexpressed Sort1's role in MMD angiogenesis.<span><sup>2</sup></span> However, their limited sample size and exclusive focus on endothelial cells constrain the generalisability of these results, underscoring the need for broader investigation. Tokairin et al. used the Illumina 850 K to conduct genome-wide DNA methylation in female cohorts. In MMD, hypomethylation was observed in genes regulating natural killer cell signalling, cell growth and migration, DNA methylation and so on.<span><sup>3</sup></span> The study did not stratify by clinical subtype, lacked male participants, and provided no functional validation. In contrast, the current work employs a balanced, subtype-defined discovery set, couples methylome data with intracranial RNA-seq, and experimentally demonstrates that STAB1 hypomethylation enhances endothelial ECM production and tube formation. These additions not only corroborate Tokairin's immune-inflammatory theme but also position STAB1 as a mechanistic link between aberrant immunity and intimal thickening in Moyamoya disease.</p><p>In the discovery cohort, we enrolled 30 participants, comprising 10 with haemorrhagic (HEM) and 10 with ischemic (IS) Moyamoya disease, alongside 10 healthy controls (HC). We mapped the DNA methylation profiles of ischemic and haemorrhagic Moyamoya disease patients via the Illumina 850K chip (Figure S1). The middle cerebral artery (MCA) sequencing data of 11 MMD patients and 9 control patients from GSE157628 were used as the validation cohort. Through weighted gene co-expression network analysis (WGCNA) and differential analysis of the discovery cohort and the validation cohort, the most potential biomarker, STAB1, was obtained (Figures S1, S2 and 1A).</p><p>The extracellular matrix (ECM) is a macromolecular reticular structure synthesised and secreted by cells to the extracellular space. Matsuo et al. conducted immunohistochemical analysis on the specimens of the middle cerebral arteries (MCA) from autopsies of MMD patients and found that ECM was significantly accumulated in the thickened intima.<span><sup>4</sup></span> The ECM components (fibronectin, collagen IV) were also found to be upregulated in ECs cultured with MMD serum and overexpressing STAB1 EC (Figure 1A, E, and G). This suggests that STAB1 may promote the thickening of the vascular intima by enhancing the synthesis of ECM by ECs. Ye et al. explored the effect of RNF213 on human brain microvascular endothelial cells (HBMEC) in Moyamoya disease.<span><sup>5</sup></span> They found that RNF213 knockdown promoted the proliferation, migration and tube formation of HBMEC. This suggests that there is a complex relationship between endothelial cell dysfunction and pathological angiogenesis in Moyamoya disease. In this study, to demonstrate the genetic and functional characteristics of EC in MMD patients, human brain microvascular endothelial cells were cultured with the serum of patients with Moyamoya disease as the cell model for in vitro experiments. Adachi et al. reported the influence of STAB1 on the tube-forming ability of endothelial cell (EC) through a tube formation assay.<span><sup>6</sup></span> We found that overexpressed STAB1 promoted the tube formation and migration capabilities of EC (Figures S2 and 1D, F, and H). Therefore, in the pathogenesis of MMD, overexpressed STAB1 may disrupt vascular homeostasis by acting on EC. STAB1 mediates immune cell adhesion to the vascular wall and directed chemotaxis.<span><sup>7</sup></span> Furthermore, the GSEA results suggest that among the pathways enriched by STAB1, there are several related to immunity, such as Antigen processing and presentation, Intestinal immune network for IgA production (Figure S4). The result of immune infiltration analysis suggests that STAB1 is correlated with various immune cells, of which Treg and CD56<sup>bright</sup>NK cells are more significant than other (Figure 3A and B).</p><p>Regulation T cell (Treg cell) are a unique cell lineage within the adaptive immune microenvironment that has been reported to impact on angiogenesis.<span><sup>8</sup></span> Weng et al. found that the proportion of Treg cells in the peripheral blood of patients with MMD was significantly higher than the other groups.<span><sup>9</sup></span> We also discovered an increased number of Treg cells in MMD, which might be associated with ischemia and hypoxia induced by vascular stenosis. In our preliminary direct-contact co-culture, Tregs appeared to enhance endothelial-cell proliferation (Figure 2D). In MMD, EC may recruit Tregs due to hypoxia, which reach the hypoxic area and affect angiogenesis by regulating EC.</p><p>CD56<sup>bright</sup> nature killer cell (CD56<sup>bright</sup>NK cell) is a subset of nature killer cells. Li et al. reported the cytotoxic effect of NK cells around the lesion on cerebrovascular endothelial cells in intracerebral haemorrhage.<span><sup>10</sup></span> In our study, an interaction between CD56 <sup>bright</sup>NK cell and the abnormally enlarged cytoskeleton of ECs was likewise observed (Figures 3A and D and 4, S5, and S6). In MMD, it is possible that the enlarged cytoskeleton of endothelial cells induces the proliferative promotion effect of CD56<sup>bright</sup>NK cell on endothelial cells. STAB1 mediates immune cell adhesion to EC for immune response and inflammation.<span><sup>7</sup></span> Overexpression of STAB1 in EC may attract CD56 <sup>bright</sup>NK and Treg cells to the area for regulating angiogenesis. Interestingly, this indicates that there may be a positive interaction between EC, CD56 <sup>bright</sup>NK and Treg cell. This positive interaction may accelerate and amplify the vascular stenosis and collateral proliferation, as well as the inflammation in MMD.</p><p>While we mitigated this limitation by validating differentially methylated genes in independent arterial transcriptome datasets and conducting functional analyses in endothelial cells, the lock-specific methylation changes within the vessel wall still need to be confirmed by expanding the sample size and in vivo studies. In vitro experiments, co-culture experiments lack transwell control and cytokine secretion profiles.</p><p>In conclusion, our study provides valuable implications for the DNA methylation in MMD, pushing the boundaries of our knowledge of the unclear pathogenesis.</p><p>SH, YJ, and YL conceived and designed the experiments. SH, ZY, CX, LR, YT, and JZ performed experiments. YJ and YL contributed reagents, materials, and analytical tools. SH, ZY, YJ, and YL wrote the manuscript.</p><p>The authors declare no competing interests.</p><p>This study was supported by National High Level Hospital Clinical Research Funding (2023-PUMCH-E-011), CAMS Innovation Fund for Medical Sciences (CIFMS) (2023-I2M-C&amp;T-B-048). The above funds provide the testing and processing costs, data collection, analysis and interpretation of this experiment.</p><p>This study was approved by the Institutional Ethics Committee of Peking Union Medical College Hospital, Beijing, China (I-24PJ1573). All participants signed informed consent forms.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"15 6","pages":""},"PeriodicalIF":7.9000,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctm2.70367","citationCount":"0","resultStr":"{\"title\":\"DNA methylation profiles reveals STAB1-mediated endothelial cell and immune cell interactions in Moyamoya disease\",\"authors\":\"Shihao He,&nbsp;Zhenyu Zhou,&nbsp;Rui Liang,&nbsp;Chengxu Lei,&nbsp;Yutong Liu,&nbsp;Jialong Yuan,&nbsp;Youjia Tang,&nbsp;Yuanli Zhao\",\"doi\":\"10.1002/ctm2.70367\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Dear editor</p><p>This investigation provides a detailed characterisation of the multifaceted pathological processes driven by DNA methylation in Moyamoya disease (MMD). The Stabilin-1 (STAB1)-mediated interaction between endothelial and immune cells modulates vascular homeostasis, potentially contributing to MMD pathogenesis.</p><p>MMD is a chronic cerebrovascular disease which is characterised with distal stenosis of internal carotid artery.<span><sup>1</sup></span> Yet the marked clinical heterogeneity of Moyamoya disease suggests that genetic variants alone are insufficient to explain its pathogenesis, underscoring the need to interrogate complementary epigenetic mechanisms such as DNA methylation. Sung et al. employed the Illumina 450K array on a small cohort of endothelial cells and validated their findings in a HUVEC tube formation assay, revealing overexpressed Sort1's role in MMD angiogenesis.<span><sup>2</sup></span> However, their limited sample size and exclusive focus on endothelial cells constrain the generalisability of these results, underscoring the need for broader investigation. Tokairin et al. used the Illumina 850 K to conduct genome-wide DNA methylation in female cohorts. In MMD, hypomethylation was observed in genes regulating natural killer cell signalling, cell growth and migration, DNA methylation and so on.<span><sup>3</sup></span> The study did not stratify by clinical subtype, lacked male participants, and provided no functional validation. In contrast, the current work employs a balanced, subtype-defined discovery set, couples methylome data with intracranial RNA-seq, and experimentally demonstrates that STAB1 hypomethylation enhances endothelial ECM production and tube formation. These additions not only corroborate Tokairin's immune-inflammatory theme but also position STAB1 as a mechanistic link between aberrant immunity and intimal thickening in Moyamoya disease.</p><p>In the discovery cohort, we enrolled 30 participants, comprising 10 with haemorrhagic (HEM) and 10 with ischemic (IS) Moyamoya disease, alongside 10 healthy controls (HC). We mapped the DNA methylation profiles of ischemic and haemorrhagic Moyamoya disease patients via the Illumina 850K chip (Figure S1). The middle cerebral artery (MCA) sequencing data of 11 MMD patients and 9 control patients from GSE157628 were used as the validation cohort. Through weighted gene co-expression network analysis (WGCNA) and differential analysis of the discovery cohort and the validation cohort, the most potential biomarker, STAB1, was obtained (Figures S1, S2 and 1A).</p><p>The extracellular matrix (ECM) is a macromolecular reticular structure synthesised and secreted by cells to the extracellular space. Matsuo et al. conducted immunohistochemical analysis on the specimens of the middle cerebral arteries (MCA) from autopsies of MMD patients and found that ECM was significantly accumulated in the thickened intima.<span><sup>4</sup></span> The ECM components (fibronectin, collagen IV) were also found to be upregulated in ECs cultured with MMD serum and overexpressing STAB1 EC (Figure 1A, E, and G). This suggests that STAB1 may promote the thickening of the vascular intima by enhancing the synthesis of ECM by ECs. Ye et al. explored the effect of RNF213 on human brain microvascular endothelial cells (HBMEC) in Moyamoya disease.<span><sup>5</sup></span> They found that RNF213 knockdown promoted the proliferation, migration and tube formation of HBMEC. This suggests that there is a complex relationship between endothelial cell dysfunction and pathological angiogenesis in Moyamoya disease. In this study, to demonstrate the genetic and functional characteristics of EC in MMD patients, human brain microvascular endothelial cells were cultured with the serum of patients with Moyamoya disease as the cell model for in vitro experiments. Adachi et al. reported the influence of STAB1 on the tube-forming ability of endothelial cell (EC) through a tube formation assay.<span><sup>6</sup></span> We found that overexpressed STAB1 promoted the tube formation and migration capabilities of EC (Figures S2 and 1D, F, and H). Therefore, in the pathogenesis of MMD, overexpressed STAB1 may disrupt vascular homeostasis by acting on EC. STAB1 mediates immune cell adhesion to the vascular wall and directed chemotaxis.<span><sup>7</sup></span> Furthermore, the GSEA results suggest that among the pathways enriched by STAB1, there are several related to immunity, such as Antigen processing and presentation, Intestinal immune network for IgA production (Figure S4). The result of immune infiltration analysis suggests that STAB1 is correlated with various immune cells, of which Treg and CD56<sup>bright</sup>NK cells are more significant than other (Figure 3A and B).</p><p>Regulation T cell (Treg cell) are a unique cell lineage within the adaptive immune microenvironment that has been reported to impact on angiogenesis.<span><sup>8</sup></span> Weng et al. found that the proportion of Treg cells in the peripheral blood of patients with MMD was significantly higher than the other groups.<span><sup>9</sup></span> We also discovered an increased number of Treg cells in MMD, which might be associated with ischemia and hypoxia induced by vascular stenosis. In our preliminary direct-contact co-culture, Tregs appeared to enhance endothelial-cell proliferation (Figure 2D). In MMD, EC may recruit Tregs due to hypoxia, which reach the hypoxic area and affect angiogenesis by regulating EC.</p><p>CD56<sup>bright</sup> nature killer cell (CD56<sup>bright</sup>NK cell) is a subset of nature killer cells. Li et al. reported the cytotoxic effect of NK cells around the lesion on cerebrovascular endothelial cells in intracerebral haemorrhage.<span><sup>10</sup></span> In our study, an interaction between CD56 <sup>bright</sup>NK cell and the abnormally enlarged cytoskeleton of ECs was likewise observed (Figures 3A and D and 4, S5, and S6). In MMD, it is possible that the enlarged cytoskeleton of endothelial cells induces the proliferative promotion effect of CD56<sup>bright</sup>NK cell on endothelial cells. STAB1 mediates immune cell adhesion to EC for immune response and inflammation.<span><sup>7</sup></span> Overexpression of STAB1 in EC may attract CD56 <sup>bright</sup>NK and Treg cells to the area for regulating angiogenesis. 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YJ and YL contributed reagents, materials, and analytical tools. SH, ZY, YJ, and YL wrote the manuscript.</p><p>The authors declare no competing interests.</p><p>This study was supported by National High Level Hospital Clinical Research Funding (2023-PUMCH-E-011), CAMS Innovation Fund for Medical Sciences (CIFMS) (2023-I2M-C&amp;T-B-048). The above funds provide the testing and processing costs, data collection, analysis and interpretation of this experiment.</p><p>This study was approved by the Institutional Ethics Committee of Peking Union Medical College Hospital, Beijing, China (I-24PJ1573). 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引用次数: 0

摘要

本研究提供了烟雾病(MMD)中由DNA甲基化驱动的多方面病理过程的详细特征。稳定素-1 (STAB1)介导的内皮细胞和免疫细胞之间的相互作用调节血管稳态,可能有助于烟雾病的发病。烟雾病是一种以颈内动脉远端狭窄为特征的慢性脑血管疾病然而,烟雾病明显的临床异质性表明,仅靠遗传变异不足以解释其发病机制,强调需要询问互补的表观遗传机制,如DNA甲基化。Sung等人将Illumina 450K阵列应用于一小群内皮细胞,并在HUVEC管形成实验中验证了他们的发现,揭示了过表达的Sort1在烟雾病血管生成中的作用然而,他们有限的样本量和对内皮细胞的独家关注限制了这些结果的普遍性,强调了更广泛研究的必要性。Tokairin等人使用Illumina 850 K在女性队列中进行全基因组DNA甲基化。在烟雾病中,在调节自然杀伤细胞信号传导、细胞生长和迁移、DNA甲基化等基因中观察到低甲基化该研究没有按临床亚型进行分层,缺乏男性参与者,也没有提供功能验证。相比之下,目前的工作采用了一个平衡的,亚型定义的发现集,将甲基组数据与颅内RNA-seq相结合,实验证明STAB1低甲基化增强内皮ECM的产生和管的形成。这些补充不仅证实了Tokairin的免疫炎症主题,而且还将STAB1定位为烟雾病异常免疫和内膜增厚之间的机制联系。在发现队列中,我们招募了30名参与者,包括10名出血性烟雾病患者(HEM)和10名缺血性烟雾病患者(IS),以及10名健康对照组(HC)。我们通过Illumina 850K芯片绘制了缺血性和出血性烟雾病患者的DNA甲基化图谱(图S1)。使用来自GSE157628的11例MMD患者和9例对照患者的大脑中动脉(MCA)测序数据作为验证队列。通过加权基因共表达网络分析(WGCNA)和发现队列与验证队列的差异分析,获得了最具潜力的生物标志物STAB1(图S1、S2和1A)。细胞外基质(ECM)是一种由细胞合成并分泌到细胞外空间的大分子网状结构。Matsuo等对MMD患者尸检的大脑中动脉(MCA)标本进行免疫组化分析,发现ECM在增厚的内膜中有明显的积累ECM成分(纤维连接蛋白,胶原IV)也被发现在用MMD血清培养和过表达STAB1 EC的ECs中上调(图1A, E和G)。这表明STAB1可能通过促进内皮细胞合成ECM来促进血管内膜增厚。Ye等研究了RNF213对烟雾病患者脑微血管内皮细胞(HBMEC)的影响他们发现RNF213的敲低促进了HBMEC的增殖、迁移和管的形成。这表明在烟雾病中内皮细胞功能障碍与病理性血管生成之间存在复杂的关系。本研究为验证烟雾病患者EC的遗传和功能特征,以烟雾病患者血清培养人脑微血管内皮细胞为细胞模型进行体外实验。Adachi等人通过成管实验报道了STAB1对内皮细胞(EC)成管能力的影响我们发现过表达的STAB1促进了EC的管状形成和迁移能力(图S2和1D、F和H)。因此,在烟雾病的发病机制中,过表达的STAB1可能通过作用于EC而破坏血管稳态。STAB1介导免疫细胞粘附血管壁和定向趋化此外,GSEA结果表明,在STAB1富集的途径中,有几种与免疫相关,如抗原加工和递呈、肠道免疫网络产生IgA(图S4)。免疫浸润分析结果表明,STAB1与多种免疫细胞相关,其中Treg和CD56brightNK细胞相关性较强(图3A和B)。调节性T细胞(Treg细胞)是适应性免疫微环境中的一种独特的细胞谱系,据报道,它对血管生成有影响Weng等人发现烟雾病患者外周血中Treg细胞的比例明显高于其他组。 我们还发现烟雾病中Treg细胞数量增加,这可能与血管狭窄引起的缺血和缺氧有关。在我们初步的直接接触共培养中,Tregs似乎增强了内皮细胞的增殖(图2D)。在MMD中,EC可能因缺氧而招募treg, treg到达缺氧区,通过调节EC影响血管生成。CD56bright自然杀伤细胞(CD56brightNK细胞)是自然杀伤细胞的一个子集。Li等报道了脑出血时病变周围NK细胞对脑血管内皮细胞的细胞毒性作用在我们的研究中,同样观察到CD56亮nk细胞与内皮细胞异常增大的细胞骨架之间的相互作用(图3A和D以及4、S5和S6)。在烟雾病中,内皮细胞骨架增大可能诱导了CD56brightNK细胞对内皮细胞的增殖促进作用。STAB1介导免疫细胞对EC的粘附,从而引起免疫应答和炎症STAB1在EC中的过表达可能会吸引CD56亮nk和Treg细胞到该区域调节血管生成。有趣的是,这表明EC、CD56 brightNK和Treg细胞之间可能存在正相互作用。这种积极的相互作用可能加速和放大烟雾病的血管狭窄和侧枝增生,以及炎症。虽然我们通过在独立的动脉转录组数据集中验证差异甲基化基因并在内皮细胞中进行功能分析来减轻这一限制,但血管壁内锁定特异性甲基化变化仍然需要通过扩大样本量和体内研究来证实。体外实验,共培养实验缺乏transwell控制和细胞因子分泌谱。总之,我们的研究为烟雾病的DNA甲基化提供了有价值的启示,突破了我们对不明确的发病机制的认识的界限。SH、ZY、CX、LR、YT、JZ进行实验。YJ和YL提供了试剂、材料和分析工具。SH, ZY, YJ, YL撰写了手稿。作者声明没有利益冲突。本研究由国家高水平医院临床研究基金(2023-PUMCH-E-011)和中国科学院医学科学创新基金(2023-I2M-C&T-B-048)资助。上述资金提供本实验的测试和处理费用、数据收集、分析和解释。本研究经中国北京协和医院机构伦理委员会批准(I-24PJ1573)。所有参与者都签署了知情同意书。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DNA methylation profiles reveals STAB1-mediated endothelial cell and immune cell interactions in Moyamoya disease

Dear editor

This investigation provides a detailed characterisation of the multifaceted pathological processes driven by DNA methylation in Moyamoya disease (MMD). The Stabilin-1 (STAB1)-mediated interaction between endothelial and immune cells modulates vascular homeostasis, potentially contributing to MMD pathogenesis.

MMD is a chronic cerebrovascular disease which is characterised with distal stenosis of internal carotid artery.1 Yet the marked clinical heterogeneity of Moyamoya disease suggests that genetic variants alone are insufficient to explain its pathogenesis, underscoring the need to interrogate complementary epigenetic mechanisms such as DNA methylation. Sung et al. employed the Illumina 450K array on a small cohort of endothelial cells and validated their findings in a HUVEC tube formation assay, revealing overexpressed Sort1's role in MMD angiogenesis.2 However, their limited sample size and exclusive focus on endothelial cells constrain the generalisability of these results, underscoring the need for broader investigation. Tokairin et al. used the Illumina 850 K to conduct genome-wide DNA methylation in female cohorts. In MMD, hypomethylation was observed in genes regulating natural killer cell signalling, cell growth and migration, DNA methylation and so on.3 The study did not stratify by clinical subtype, lacked male participants, and provided no functional validation. In contrast, the current work employs a balanced, subtype-defined discovery set, couples methylome data with intracranial RNA-seq, and experimentally demonstrates that STAB1 hypomethylation enhances endothelial ECM production and tube formation. These additions not only corroborate Tokairin's immune-inflammatory theme but also position STAB1 as a mechanistic link between aberrant immunity and intimal thickening in Moyamoya disease.

In the discovery cohort, we enrolled 30 participants, comprising 10 with haemorrhagic (HEM) and 10 with ischemic (IS) Moyamoya disease, alongside 10 healthy controls (HC). We mapped the DNA methylation profiles of ischemic and haemorrhagic Moyamoya disease patients via the Illumina 850K chip (Figure S1). The middle cerebral artery (MCA) sequencing data of 11 MMD patients and 9 control patients from GSE157628 were used as the validation cohort. Through weighted gene co-expression network analysis (WGCNA) and differential analysis of the discovery cohort and the validation cohort, the most potential biomarker, STAB1, was obtained (Figures S1, S2 and 1A).

The extracellular matrix (ECM) is a macromolecular reticular structure synthesised and secreted by cells to the extracellular space. Matsuo et al. conducted immunohistochemical analysis on the specimens of the middle cerebral arteries (MCA) from autopsies of MMD patients and found that ECM was significantly accumulated in the thickened intima.4 The ECM components (fibronectin, collagen IV) were also found to be upregulated in ECs cultured with MMD serum and overexpressing STAB1 EC (Figure 1A, E, and G). This suggests that STAB1 may promote the thickening of the vascular intima by enhancing the synthesis of ECM by ECs. Ye et al. explored the effect of RNF213 on human brain microvascular endothelial cells (HBMEC) in Moyamoya disease.5 They found that RNF213 knockdown promoted the proliferation, migration and tube formation of HBMEC. This suggests that there is a complex relationship between endothelial cell dysfunction and pathological angiogenesis in Moyamoya disease. In this study, to demonstrate the genetic and functional characteristics of EC in MMD patients, human brain microvascular endothelial cells were cultured with the serum of patients with Moyamoya disease as the cell model for in vitro experiments. Adachi et al. reported the influence of STAB1 on the tube-forming ability of endothelial cell (EC) through a tube formation assay.6 We found that overexpressed STAB1 promoted the tube formation and migration capabilities of EC (Figures S2 and 1D, F, and H). Therefore, in the pathogenesis of MMD, overexpressed STAB1 may disrupt vascular homeostasis by acting on EC. STAB1 mediates immune cell adhesion to the vascular wall and directed chemotaxis.7 Furthermore, the GSEA results suggest that among the pathways enriched by STAB1, there are several related to immunity, such as Antigen processing and presentation, Intestinal immune network for IgA production (Figure S4). The result of immune infiltration analysis suggests that STAB1 is correlated with various immune cells, of which Treg and CD56brightNK cells are more significant than other (Figure 3A and B).

Regulation T cell (Treg cell) are a unique cell lineage within the adaptive immune microenvironment that has been reported to impact on angiogenesis.8 Weng et al. found that the proportion of Treg cells in the peripheral blood of patients with MMD was significantly higher than the other groups.9 We also discovered an increased number of Treg cells in MMD, which might be associated with ischemia and hypoxia induced by vascular stenosis. In our preliminary direct-contact co-culture, Tregs appeared to enhance endothelial-cell proliferation (Figure 2D). In MMD, EC may recruit Tregs due to hypoxia, which reach the hypoxic area and affect angiogenesis by regulating EC.

CD56bright nature killer cell (CD56brightNK cell) is a subset of nature killer cells. Li et al. reported the cytotoxic effect of NK cells around the lesion on cerebrovascular endothelial cells in intracerebral haemorrhage.10 In our study, an interaction between CD56 brightNK cell and the abnormally enlarged cytoskeleton of ECs was likewise observed (Figures 3A and D and 4, S5, and S6). In MMD, it is possible that the enlarged cytoskeleton of endothelial cells induces the proliferative promotion effect of CD56brightNK cell on endothelial cells. STAB1 mediates immune cell adhesion to EC for immune response and inflammation.7 Overexpression of STAB1 in EC may attract CD56 brightNK and Treg cells to the area for regulating angiogenesis. Interestingly, this indicates that there may be a positive interaction between EC, CD56 brightNK and Treg cell. This positive interaction may accelerate and amplify the vascular stenosis and collateral proliferation, as well as the inflammation in MMD.

While we mitigated this limitation by validating differentially methylated genes in independent arterial transcriptome datasets and conducting functional analyses in endothelial cells, the lock-specific methylation changes within the vessel wall still need to be confirmed by expanding the sample size and in vivo studies. In vitro experiments, co-culture experiments lack transwell control and cytokine secretion profiles.

In conclusion, our study provides valuable implications for the DNA methylation in MMD, pushing the boundaries of our knowledge of the unclear pathogenesis.

SH, YJ, and YL conceived and designed the experiments. SH, ZY, CX, LR, YT, and JZ performed experiments. YJ and YL contributed reagents, materials, and analytical tools. SH, ZY, YJ, and YL wrote the manuscript.

The authors declare no competing interests.

This study was supported by National High Level Hospital Clinical Research Funding (2023-PUMCH-E-011), CAMS Innovation Fund for Medical Sciences (CIFMS) (2023-I2M-C&T-B-048). The above funds provide the testing and processing costs, data collection, analysis and interpretation of this experiment.

This study was approved by the Institutional Ethics Committee of Peking Union Medical College Hospital, Beijing, China (I-24PJ1573). All participants signed informed consent forms.

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来源期刊
CiteScore
15.90
自引率
1.90%
发文量
450
审稿时长
4 weeks
期刊介绍: Clinical and Translational Medicine (CTM) is an international, peer-reviewed, open-access journal dedicated to accelerating the translation of preclinical research into clinical applications and fostering communication between basic and clinical scientists. It highlights the clinical potential and application of various fields including biotechnologies, biomaterials, bioengineering, biomarkers, molecular medicine, omics science, bioinformatics, immunology, molecular imaging, drug discovery, regulation, and health policy. With a focus on the bench-to-bedside approach, CTM prioritizes studies and clinical observations that generate hypotheses relevant to patients and diseases, guiding investigations in cellular and molecular medicine. The journal encourages submissions from clinicians, researchers, policymakers, and industry professionals.
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