• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

整合单细胞 RNA-Seq 和 ATAC-Seq 分析强直性脊柱炎患者外周血单核细胞。

Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis.

机构信息

Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People's Hospital, Shenzhen, China.

Department of Nephrology, The First Affiliated Hospital of Jinan University, Guangzhou, China.

出版信息

Front Immunol. 2021 Nov 22;12:760381. doi: 10.3389/fimmu.2021.760381. eCollection 2021.

DOI:10.3389/fimmu.2021.760381
PMID:34880858
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8647172/
Abstract

OBJECTIVE

Genetic studies on ankylosing spondylitis (AS) have identified more than 100 pathogenic genes. Building a bridge between these genes and biologically targeted therapies is the current research hotspot.

METHODS

We integrated single-cell assaying transposase-accessible chromatin sequencing (scATAC-seq) and single-cell RNA sequencing (scRNA-seq) to explore the key genes and related mechanisms associated with AS pathogenesis.

RESULTS

We identified 18 cell types in peripheral mononuclear cells from patients with AS and normal controls and summarized the cell-type-specific abnormal genes by scRNA-seq. Interestingly, we found that the pathogenic gene involved in AS progression originated from CD8+ T cells. Moreover, we observed an abnormal tumor TNF pathway mediated by abnormal expression of , , , , and , and scATAC-seq results confirmed the abnormal accessible binding sites of transcriptional factors , , and . The final magnetic bead sorting and quantitative real-time PCR(RT-qPCR) confirmed that , , , and in CD8+ T cells differed in the AS group.

CONCLUSIONS

Our results revealed a possible mechanism by which abnormally regulates , , and and drives progression, providing a novel perspective from a single cell point of view in AS.

摘要

目的

强直性脊柱炎(AS)的遗传研究已经确定了 100 多个致病基因。将这些基因与生物靶向治疗联系起来是当前的研究热点。

方法

我们整合了单细胞转座酶可及染色质测序(scATAC-seq)和单细胞 RNA 测序(scRNA-seq),以探索与 AS 发病机制相关的关键基因和相关机制。

结果

我们在 AS 患者和正常对照的外周血单核细胞中鉴定出 18 种细胞类型,并通过 scRNA-seq 总结了细胞类型特异性异常基因。有趣的是,我们发现参与 AS 进展的致病基因源于 CD8+T 细胞。此外,我们观察到肿瘤 TNF 途径异常,由 、 、 、 和 异常表达介导,scATAC-seq 结果证实了转录因子 、 和 的异常可及结合位点。最终的磁珠分选和定量实时 PCR(RT-qPCR)证实,AS 组 CD8+T 细胞中的 、 、 和 存在差异。

结论

我们的研究结果揭示了一种可能的机制,即 异常调节 、 、 和 ,并驱动 进展,从单细胞角度为 AS 提供了一个新的视角。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/3616d6afcda9/fimmu-12-760381-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/f9dc055633af/fimmu-12-760381-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/a5a528840261/fimmu-12-760381-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/58c202ad9926/fimmu-12-760381-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/2dc9941f982b/fimmu-12-760381-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/a172207b9ae1/fimmu-12-760381-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/3616d6afcda9/fimmu-12-760381-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/f9dc055633af/fimmu-12-760381-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/a5a528840261/fimmu-12-760381-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/58c202ad9926/fimmu-12-760381-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/2dc9941f982b/fimmu-12-760381-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/a172207b9ae1/fimmu-12-760381-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33b8/8647172/3616d6afcda9/fimmu-12-760381-g006.jpg

相似文献

1
Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis.整合单细胞 RNA-Seq 和 ATAC-Seq 分析强直性脊柱炎患者外周血单核细胞。
Front Immunol. 2021 Nov 22;12:760381. doi: 10.3389/fimmu.2021.760381. eCollection 2021.
2
Single-Cell RNA and ATAC Sequencing Reveal Hemodialysis-Related Immune Dysregulation of Circulating Immune Cell Subpopulations.单细胞 RNA 和 ATAC 测序揭示了血液透析相关的循环免疫细胞亚群免疫失调。
Front Immunol. 2022 May 26;13:878226. doi: 10.3389/fimmu.2022.878226. eCollection 2022.
3
Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay.基于单细胞染色质可及性分析的强直性脊柱炎基因调控网络分析。
Sci Rep. 2020 Nov 10;10(1):19411. doi: 10.1038/s41598-020-76574-5.
4
Hydrop enables droplet-based single-cell ATAC-seq and single-cell RNA-seq using dissolvable hydrogel beads.Hydrop 可利用可溶解水凝胶珠进行基于液滴的单细胞 ATAC-seq 和单细胞 RNA-seq。
Elife. 2022 Feb 23;11:e73971. doi: 10.7554/eLife.73971.
5
Gene regulatory network study of rheumatoid arthritis in single-cell chromatin landscapes of peripheral blood mononuclear cells.外周血单个核细胞单细胞染色质景观中类风湿关节炎的基因调控网络研究。
Mod Rheumatol. 2023 Jul 4;33(4):739-750. doi: 10.1093/mr/roac072.
6
Epigenetic Landscapes of Single-Cell Chromatin Accessibility and Transcriptomic Immune Profiles of T Cells in COVID-19 Patients.单细胞染色质可及性的表观遗传学景观和 COVID-19 患者 T 细胞的转录组免疫特征。
Front Immunol. 2021 Feb 24;12:625881. doi: 10.3389/fimmu.2021.625881. eCollection 2021.
7
Benchmarking Algorithms for Gene Set Scoring of Single-cell ATAC-seq Data.单细胞 ATAC-seq 数据基因集评分算法的基准测试。
Genomics Proteomics Bioinformatics. 2024 Jul 3;22(2). doi: 10.1093/gpbjnl/qzae014.
8
The Chromatin Accessibility Landscape of Peripheral Blood Mononuclear Cells in Patients With Systemic Lupus Erythematosus at Single-Cell Resolution.系统性红斑狼疮患者外周血单个核细胞染色质可及性的单细胞分辨率图谱。
Front Immunol. 2021 May 18;12:641886. doi: 10.3389/fimmu.2021.641886. eCollection 2021.
9
Integrated analysis of ATAC-seq and RNA-seq reveals the transcriptional regulation network in SLE.整合 ATAC-seq 和 RNA-seq 分析揭示了 SLE 中的转录调控网络。
Int Immunopharmacol. 2023 Mar;116:109803. doi: 10.1016/j.intimp.2023.109803. Epub 2023 Feb 2.
10
scReadSim: a single-cell RNA-seq and ATAC-seq read simulator.scReadSim:一种单细胞 RNA-seq 和 ATAC-seq 读段模拟软件。
Nat Commun. 2023 Nov 18;14(1):7482. doi: 10.1038/s41467-023-43162-w.

引用本文的文献

1
Single-cell sequencing: accurate disease detection.单细胞测序:精准疾病检测。
Clin Transl Oncol. 2025 Aug 16. doi: 10.1007/s12094-025-04007-8.
2
Shared and distinct peripheral blood immune cell landscape in MCTD, SLE, and pSS.混合性结缔组织病、系统性红斑狼疮和原发性干燥综合征中共享和独特的外周血免疫细胞图谱。
Cell Biosci. 2025 Apr 10;15(1):42. doi: 10.1186/s13578-025-01374-1.
3
Organelle symphony: Nuclear factor erythroid 2-related factor 2 and nuclear factor-kappa B in stroke pathobiology.细胞器交响曲:中风病理生物学中的核因子红细胞2相关因子2和核因子-κB

本文引用的文献

1
Multiomics reveals persistence of obesity-associated immune cell phenotypes in adipose tissue during weight loss and weight regain in mice.多组学揭示了肥胖相关免疫细胞表型在小鼠减肥和体重反弹过程中在脂肪组织中的持续存在。
Nat Commun. 2022 May 26;13(1):2950. doi: 10.1038/s41467-022-30646-4.
2
The HDAC inhibitor CI-994 acts as a molecular memory aid by facilitating synaptic and intracellular communication after learning.组蛋白去乙酰化酶抑制剂 CI-994 通过促进学习后的突触和细胞内通讯,起到分子记忆辅助剂的作用。
Proc Natl Acad Sci U S A. 2022 May 31;119(22):e2116797119. doi: 10.1073/pnas.2116797119. Epub 2022 May 25.
3
Spatiotemporal dynamics of inner ear sensory and non-sensory cells revealed by single-cell transcriptomics.
Neural Regen Res. 2026 Apr 1;21(4):1483-1496. doi: 10.4103/NRR.NRR-D-24-01404. Epub 2025 Mar 25.
4
Evaluating methods for integrating single-cell data and genetics to understand inflammatory disease complexity.评估整合单细胞数据与遗传学以了解炎症性疾病复杂性的方法。
Front Immunol. 2024 Dec 5;15:1454263. doi: 10.3389/fimmu.2024.1454263. eCollection 2024.
5
scBlood: A comprehensive single-cell accessible chromatin database of blood cells.scBlood:一个全面的血细胞单细胞可及染色质数据库。
Comput Struct Biotechnol J. 2024 Jun 20;23:2746-2753. doi: 10.1016/j.csbj.2024.06.015. eCollection 2024 Dec.
6
Advancing skeletal health and disease research with single-cell RNA sequencing.单细胞 RNA 测序推动骨骼健康和疾病研究。
Mil Med Res. 2024 May 30;11(1):33. doi: 10.1186/s40779-024-00538-3.
7
Single-cell transcriptome revealed dysregulated RNA-binding protein expression patterns and functions in human ankylosing spondylitis.单细胞转录组揭示了人类强直性脊柱炎中RNA结合蛋白表达模式和功能的失调。
Front Med (Lausanne). 2024 May 6;11:1369341. doi: 10.3389/fmed.2024.1369341. eCollection 2024.
8
Functional CRISPR screens in T cells reveal new opportunities for cancer immunotherapies.功能 CRISPR 筛选在 T 细胞中揭示了癌症免疫疗法的新机会。
Mol Cancer. 2024 Apr 5;23(1):73. doi: 10.1186/s12943-024-01987-z.
9
Network pharmacology combined with molecular docking and experimental validation to explore the potential mechanism of against ankylosing spondylitis.网络药理学结合分子对接和实验验证探讨 治疗强直性脊柱炎的潜在作用机制。
Ann Med. 2023;55(2):2287193. doi: 10.1080/07853890.2023.2287193. Epub 2023 Nov 29.
10
CD_99 G1 neutrophils modulate osteogenic differentiation of mesenchymal stem cells in the pathological process of ankylosing spondylitis.CD_99 G1中性粒细胞在强直性脊柱炎病理过程中调节间充质干细胞的成骨分化。
Ann Rheum Dis. 2024 Feb 15;83(3):324-334. doi: 10.1136/ard-2023-224107.
单细胞转录组学揭示内耳感觉和非感觉细胞的时空动态。
Cell Rep. 2021 Jul 13;36(2):109358. doi: 10.1016/j.celrep.2021.109358.
4
Author Correction: ArchR is a scalable software package for integrative single-cell chromatin accessibility analysis.作者更正:ArchR是一个用于整合单细胞染色质可及性分析的可扩展软件包。
Nat Genet. 2021 Jun;53(6):935. doi: 10.1038/s41588-021-00850-x.
5
Single-cell analysis reveals innate immunity dynamics in ankylosing spondylitis.单细胞分析揭示强直性脊柱炎中的先天性免疫动态变化。
Clin Transl Med. 2021 Mar;11(3):e369. doi: 10.1002/ctm2.369.
6
From the Genetics of Ankylosing Spondylitis to New Biology and Drug Target Discovery.从强直性脊柱炎的遗传学研究到新生物学和药物靶点发现。
Front Immunol. 2021 Feb 17;12:624632. doi: 10.3389/fimmu.2021.624632. eCollection 2021.
7
Direct Comparative Analyses of 10X Genomics Chromium and Smart-seq2.10X Genomics Chromium 与 Smart-seq2 的直接比较分析
Genomics Proteomics Bioinformatics. 2021 Apr;19(2):253-266. doi: 10.1016/j.gpb.2020.02.005. Epub 2021 Mar 2.
8
Identification of the internal ribosome entry sites in the 5'‑untranslated region of the gene.鉴定基因 5' 非翻译区内部核糖体进入位点。
Int J Mol Med. 2021 Apr;47(4). doi: 10.3892/ijmm.2021.4889. Epub 2021 Feb 19.
9
Aberrant antigen processing and presentation: Key pathogenic factors leading to immune activation in Ankylosing spondylitis.异常的抗原加工和呈递:导致强直性脊柱炎免疫激活的关键致病因素。
Semin Immunopathol. 2021 Apr;43(2):245-253. doi: 10.1007/s00281-020-00833-w. Epub 2021 Feb 2.
10
Axial spondyloarthritis: new advances in diagnosis and management.轴向型脊柱关节炎:诊断和治疗的新进展。
BMJ. 2021 Jan 4;372:m4447. doi: 10.1136/bmj.m4447.