Integrated bulk RNA sequencing and mass cytometry analysis reveal the circulating immune landscape in ischemic and hemorrhagic Moyamoya disease.

IF 2.9 4区 医学 Q3 IMMUNOLOGY
Chenglong Liu, Peicong Ge, Siqi Mou, Yuheng Pang, Liujia Chan, Junsheng Li, Qiheng He, Wei Liu, Bojian Zhang, Zhikang Zhao, Zhiyao Zheng, Shuang Wang, Wei Sun, Qian Zhang, Rong Wang, Yan Zhang, Wenjing Wang, Dong Zhang, Jizong Zhao
{"title":"Integrated bulk RNA sequencing and mass cytometry analysis reveal the circulating immune landscape in ischemic and hemorrhagic Moyamoya disease.","authors":"Chenglong Liu, Peicong Ge, Siqi Mou, Yuheng Pang, Liujia Chan, Junsheng Li, Qiheng He, Wei Liu, Bojian Zhang, Zhikang Zhao, Zhiyao Zheng, Shuang Wang, Wei Sun, Qian Zhang, Rong Wang, Yan Zhang, Wenjing Wang, Dong Zhang, Jizong Zhao","doi":"10.1186/s12865-025-00699-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Moyamoya disease (MMD) is increasingly recognized as being influenced by chronic inflammation, with circulating immune cells playing a role in its progression. However, research on the immune characteristics of different MMD subtypes is limited. This study aims to compare the peripheral immune profiles of ischemic and hemorrhagic MMD patients.</p><p><strong>Methods: </strong>Peripheral immune profiles were analyzed using transcriptome sequencing and mass cytometry. Data preprocessing was followed by functional and gene set enrichment analyses, as well as the construction of immune-related gene sets and protein-protein interaction networks. High-dimensional data analysis was performed using the PhenoGraph and t-SNE algorithms.</p><p><strong>Results: </strong>The study involved 9 ischemic and 6 hemorrhagic MMD patients for transcriptome analysis, and 20 ischemic and 16 hemorrhagic patients for mass cytometry. Hemorrhagic MMD patients exhibited upregulated genes associated with inflammation, hypoxia, and bacterial responses and downregulated genes related to immune response regulation. The results of mass cytometry analysis showed that, compared to ischemic MMD, patients with hemorrhagic MMD had reduced CD3 expression levels in T cells and their specific subsets, as well as impaired chemotactic capacity of DPT cells. The function of the B03 subset in B cells was diminished, while the proportion of NK cells increased and that of monocytes decreased. Additionally, the proportions of the D03 and D07 subsets in dendritic cells (DCs) were elevated.</p><p><strong>Conclusions: </strong>This study reveals distinct immune profiles in ischemic and hemorrhagic MMD, emphasizing the need for subtype-specific therapeutic strategies.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"26 1","pages":"19"},"PeriodicalIF":2.9000,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11892264/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Immunology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12865-025-00699-3","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Moyamoya disease (MMD) is increasingly recognized as being influenced by chronic inflammation, with circulating immune cells playing a role in its progression. However, research on the immune characteristics of different MMD subtypes is limited. This study aims to compare the peripheral immune profiles of ischemic and hemorrhagic MMD patients.

Methods: Peripheral immune profiles were analyzed using transcriptome sequencing and mass cytometry. Data preprocessing was followed by functional and gene set enrichment analyses, as well as the construction of immune-related gene sets and protein-protein interaction networks. High-dimensional data analysis was performed using the PhenoGraph and t-SNE algorithms.

Results: The study involved 9 ischemic and 6 hemorrhagic MMD patients for transcriptome analysis, and 20 ischemic and 16 hemorrhagic patients for mass cytometry. Hemorrhagic MMD patients exhibited upregulated genes associated with inflammation, hypoxia, and bacterial responses and downregulated genes related to immune response regulation. The results of mass cytometry analysis showed that, compared to ischemic MMD, patients with hemorrhagic MMD had reduced CD3 expression levels in T cells and their specific subsets, as well as impaired chemotactic capacity of DPT cells. The function of the B03 subset in B cells was diminished, while the proportion of NK cells increased and that of monocytes decreased. Additionally, the proportions of the D03 and D07 subsets in dendritic cells (DCs) were elevated.

Conclusions: This study reveals distinct immune profiles in ischemic and hemorrhagic MMD, emphasizing the need for subtype-specific therapeutic strategies.

整体RNA测序和大量细胞计数分析揭示了缺血性和出血性烟雾病的循环免疫景观。
背景:烟雾病(MMD)越来越被认为是受慢性炎症的影响,循环免疫细胞在其进展中起作用。然而,对不同烟雾病亚型的免疫特性研究有限。本研究旨在比较缺血性和出血性烟雾病患者的外周免疫特征。方法:采用转录组测序和细胞计数法分析外周血免疫谱。数据预处理之后是功能和基因集富集分析,以及免疫相关基因集和蛋白-蛋白相互作用网络的构建。使用表型图和t-SNE算法进行高维数据分析。结果:本研究纳入9例缺血性和6例出血性烟雾病患者进行转录组分析,20例缺血性和16例出血性烟雾病患者进行细胞计数分析。出血性烟雾病患者表现出与炎症、缺氧和细菌反应相关的基因上调和与免疫反应调节相关的基因下调。大量细胞计数分析结果显示,与缺血性烟雾病患者相比,出血性烟雾病患者T细胞及其特异性亚群中CD3表达水平降低,DPT细胞趋化能力受损。B03亚群在B细胞中的功能减弱,NK细胞的比例增加,单核细胞的比例降低。此外,D03和D07亚群在树突状细胞(DCs)中的比例升高。结论:这项研究揭示了缺血性和出血性烟雾病的不同免疫特征,强调了针对亚型特异性治疗策略的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
BMC Immunology
BMC Immunology 医学-免疫学
CiteScore
5.50
自引率
0.00%
发文量
54
审稿时长
1 months
期刊介绍: BMC Immunology is an open access journal publishing original peer-reviewed research articles in molecular, cellular, tissue-level, organismal, functional, and developmental aspects of the immune system as well as clinical studies and animal models of human diseases.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信