Integrated ATAC-seq and RNA-seq analysis identifies key regulatory elements in NK cells activated with feeder cells and IL-2

IF 6.1 2区 医学 Q1 ENGINEERING, BIOMEDICAL
Pedram Motallebnejad, Zion Lee, Jennifer L. One, Frank Cichocki, Wei-Shou Hu, Samira M. Azarin
{"title":"Integrated ATAC-seq and RNA-seq analysis identifies key regulatory elements in NK cells activated with feeder cells and IL-2","authors":"Pedram Motallebnejad,&nbsp;Zion Lee,&nbsp;Jennifer L. One,&nbsp;Frank Cichocki,&nbsp;Wei-Shou Hu,&nbsp;Samira M. Azarin","doi":"10.1002/btm2.10747","DOIUrl":null,"url":null,"abstract":"<p>Natural killer (NK) cells are in development for allogeneic immunotherapy; however, for such use as off-the-shelf medicines, NK cells need to undergo ex vivo expansion, typically through activation with feeder cells and cytokines, to generate sufficient cells for clinical applications. Upon stimulation with feeder cells in the presence of cytokines, NK cells undergo profound changes in gene expression, altering their metabolic activity, cell cycle progression, and growth behavior, but the precise changes that drive this transformation remain poorly understood. In this study, we identified significant differences in the transcriptome and chromatin accessibility of NK cells 7 days after feeder cell and cytokine activation, with the changes even more pronounced in genome regions closer to enhancers. Several transcription factors, including AP-1, IRF4, STATs, T-bet, Eomes, and bHLHE40, which play key roles in NK cell development and immune response, exhibited differential binding activity between unstimulated and day 7 NK cells. Gene sets composed of target genes downstream of these transcription factors were also enriched at day 7, implying their involvement in NK cell activation. Moreover, we compared potential super-enhancer regions in NK cells before and after activation, combined with the transcriptional activity of nearby genes. We identified stable and transcriptionally active super-enhancers in unstimulated and day 7 NK cells, as well as those that form or disappear after co-culture initiation. The transcriptomic and epigenetic characterization of NK cells presented in this study could facilitate the ex vivo expansion and engineering of functionally superior NK cells.</p>","PeriodicalId":9263,"journal":{"name":"Bioengineering & Translational Medicine","volume":"10 3","pages":""},"PeriodicalIF":6.1000,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/btm2.10747","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bioengineering & Translational Medicine","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/btm2.10747","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Natural killer (NK) cells are in development for allogeneic immunotherapy; however, for such use as off-the-shelf medicines, NK cells need to undergo ex vivo expansion, typically through activation with feeder cells and cytokines, to generate sufficient cells for clinical applications. Upon stimulation with feeder cells in the presence of cytokines, NK cells undergo profound changes in gene expression, altering their metabolic activity, cell cycle progression, and growth behavior, but the precise changes that drive this transformation remain poorly understood. In this study, we identified significant differences in the transcriptome and chromatin accessibility of NK cells 7 days after feeder cell and cytokine activation, with the changes even more pronounced in genome regions closer to enhancers. Several transcription factors, including AP-1, IRF4, STATs, T-bet, Eomes, and bHLHE40, which play key roles in NK cell development and immune response, exhibited differential binding activity between unstimulated and day 7 NK cells. Gene sets composed of target genes downstream of these transcription factors were also enriched at day 7, implying their involvement in NK cell activation. Moreover, we compared potential super-enhancer regions in NK cells before and after activation, combined with the transcriptional activity of nearby genes. We identified stable and transcriptionally active super-enhancers in unstimulated and day 7 NK cells, as well as those that form or disappear after co-culture initiation. The transcriptomic and epigenetic characterization of NK cells presented in this study could facilitate the ex vivo expansion and engineering of functionally superior NK cells.

综合ATAC - seq和RNA - seq分析鉴定了NK细胞被饲养细胞和IL - 2激活的关键调控元件
自然杀伤(NK)细胞用于同种异体免疫治疗正在开发中;然而,对于非处方药的使用,NK细胞需要进行体外扩增,通常是通过饲养细胞和细胞因子的激活,以产生足够的细胞用于临床应用。在有细胞因子存在的饲养细胞刺激下,NK细胞经历了基因表达的深刻变化,改变了它们的代谢活性、细胞周期进程和生长行为,但驱动这种转变的确切变化仍然知之甚少。在这项研究中,我们发现NK细胞在饲养细胞和细胞因子激活后7天的转录组和染色质可及性存在显著差异,在靠近增强子的基因组区域,这种变化更为明显。一些转录因子,包括AP‐1,IRF4, STATs, T‐bet, Eomes和bHLHE40,在NK细胞发育和免疫应答中起关键作用,在未刺激和第7天NK细胞之间表现出不同的结合活性。由这些转录因子下游靶基因组成的基因集也在第7天富集,表明它们参与NK细胞活化。此外,我们比较了NK细胞激活前后的潜在超增强子区域,并结合附近基因的转录活性。我们在未受刺激和第7天NK细胞中发现了稳定的和转录活性的超级增强子,以及那些在共培养启动后形成或消失的超级增强子。本研究提出的NK细胞的转录组学和表观遗传学特征可以促进功能优越的NK细胞的体外扩增和工程。
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
Bioengineering & Translational Medicine
Bioengineering & Translational Medicine Pharmacology, Toxicology and Pharmaceutics-Pharmaceutical Science
CiteScore
8.40
自引率
4.10%
发文量
150
审稿时长
12 weeks
期刊介绍: Bioengineering & Translational Medicine, an official, peer-reviewed online open-access journal of the American Institute of Chemical Engineers (AIChE) and the Society for Biological Engineering (SBE), focuses on how chemical and biological engineering approaches drive innovative technologies and solutions that impact clinical practice and commercial healthcare products.
×
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:481959085
Book学术官方微信