Autofluorescence lifetime imaging classifies human B and NK cell activation state.

IF 4.3 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Frontiers in Bioengineering and Biotechnology Pub Date : 2025-04-04 eCollection Date: 2025-01-01 DOI:10.3389/fbioe.2025.1557021
Rebecca L Schmitz, Jeremiah M Riendeau, Kelsey E Tweed, Peter Rehani, Kayvan Samimi, Dan L Pham, Isabel Jones, Elizabeth M Maly, Emmanuel Contreras Guzman, Matthew H Forsberg, Ankita Shahi, Lucia Hockerman, Jose M Ayuso, Christian M Capitini, Alex J Walsh, Melissa C Skala
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引用次数: 0

Abstract

New non-destructive tools with single-cell resolution are needed to reliably assess B cell and NK cell function for applications including adoptive cell therapy and immune profiling. Optical metabolic imaging (OMI) is a label-free method that measures the autofluorescence intensity and lifetime of the metabolic cofactors NAD(P)H and FAD to quantify metabolism at a single-cell level. Here, we demonstrate that OMI can resolve metabolic changes between primary human quiescent and IL-4/anti-CD40 activated B cells and between quiescent and IL-12/IL-15/IL-18 activated NK cells. We found that stimulated B and NK cells had an increased proportion of free compared to protein-bound NAD(P)H, a reduced redox state, and produced more lactate compared to control cells. The NAD(P)H mean fluorescence lifetime decreased in the stimulated B and NK cells compared to control cells. Random forest models classified B cells and NK cells according to activation state (CD69+) based on OMI variables with an accuracy of 93%. Our results show that autofluorescence lifetime imaging can accurately assess B and NK cell activation in a label-free, non-destructive manner.

自体荧光寿命成像对人B细胞和NK细胞激活状态进行分类。
需要具有单细胞分辨率的新型非破坏性工具来可靠地评估B细胞和NK细胞的功能,用于过继细胞治疗和免疫谱分析。光学代谢成像(OMI)是一种无标记的方法,通过测量代谢辅助因子NAD(P)H和FAD的自身荧光强度和寿命来量化单细胞水平的代谢。在这里,我们证明OMI可以解决原始人类静止和IL-4/抗cd40激活的B细胞之间以及静止和IL-12/IL-15/IL-18激活的NK细胞之间的代谢变化。我们发现,与蛋白质结合的NAD(P)H相比,受刺激的B和NK细胞的游离NAD(P)H比例增加,氧化还原状态降低,并且与对照细胞相比产生更多的乳酸。与对照细胞相比,受刺激的B细胞和NK细胞的NAD(P)H平均荧光寿命降低。随机森林模型基于OMI变量根据激活状态(CD69+)对B细胞和NK细胞进行分类,准确率为93%。我们的研究结果表明,自体荧光寿命成像可以准确地评估B和NK细胞的激活在无标记,非破坏性的方式。
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来源期刊
Frontiers in Bioengineering and Biotechnology
Frontiers in Bioengineering and Biotechnology Chemical Engineering-Bioengineering
CiteScore
8.30
自引率
5.30%
发文量
2270
审稿时长
12 weeks
期刊介绍: The translation of new discoveries in medicine to clinical routine has never been easy. During the second half of the last century, thanks to the progress in chemistry, biochemistry and pharmacology, we have seen the development and the application of a large number of drugs and devices aimed at the treatment of symptoms, blocking unwanted pathways and, in the case of infectious diseases, fighting the micro-organisms responsible. However, we are facing, today, a dramatic change in the therapeutic approach to pathologies and diseases. Indeed, the challenge of the present and the next decade is to fully restore the physiological status of the diseased organism and to completely regenerate tissue and organs when they are so seriously affected that treatments cannot be limited to the repression of symptoms or to the repair of damage. This is being made possible thanks to the major developments made in basic cell and molecular biology, including stem cell science, growth factor delivery, gene isolation and transfection, the advances in bioengineering and nanotechnology, including development of new biomaterials, biofabrication technologies and use of bioreactors, and the big improvements in diagnostic tools and imaging of cells, tissues and organs. In today`s world, an enhancement of communication between multidisciplinary experts, together with the promotion of joint projects and close collaborations among scientists, engineers, industry people, regulatory agencies and physicians are absolute requirements for the success of any attempt to develop and clinically apply a new biological therapy or an innovative device involving the collective use of biomaterials, cells and/or bioactive molecules. “Frontiers in Bioengineering and Biotechnology” aspires to be a forum for all people involved in the process by bridging the gap too often existing between a discovery in the basic sciences and its clinical application.
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