Schmitz Rebecca L, Riendeau Jeremiah M, Tweed Kelsey E, Rehani Peter, Samimi Kayvan, Pham Dan L, Jones Isabel, Maly Elizabeth M, Contreras Guzman Emmanuel, Forsberg Matthew H, Shahi Ankita, Hockerman Lucia, Ayuso Jose M, Capitini Christian M, Walsh Alex J, Skala Melissa C
Morgridge Institute for Research, Madison, WI, United States.
Department of Biomedical Engineering, University of Wisconsin, Madison, WI, United States.
Front Bioeng Biotechnol. 2025 Apr 4;13:1557021. doi: 10.3389/fbioe.2025.1557021. eCollection 2025.
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.
为了可靠地评估B细胞和NK细胞功能,以便用于过继性细胞疗法和免疫分析等应用,需要具有单细胞分辨率的新型非破坏性工具。光代谢成像(OMI)是一种无标记方法,可测量代谢辅助因子NAD(P)H和FAD的自发荧光强度和寿命,以在单细胞水平上量化代谢。在这里,我们证明OMI可以分辨原代人静止B细胞与IL-4/抗CD40激活的B细胞之间以及静止NK细胞与IL-12/IL-15/IL-18激活的NK细胞之间的代谢变化。我们发现,与对照细胞相比,受刺激的B细胞和NK细胞中游离型NAD(P)H(相对于与蛋白质结合的NAD(P)H)的比例增加,氧化还原状态降低,并且产生更多的乳酸。与对照细胞相比,受刺激的B细胞和NK细胞中NAD(P)H的平均荧光寿命降低。随机森林模型根据基于OMI变量的激活状态(CD69)对B细胞和NK细胞进行分类,准确率为93%。我们的结果表明,自发荧光寿命成像可以以无标记、非破坏性的方式准确评估B细胞和NK细胞的激活。