Spectral biophysical cytometry with nanosensors reveals remodelling of immune cells in atherosclerosis

IF 37.5 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
Cenk O. Gurdap, Dunya Aydos, Luca A. Andronico, Gábor Tóth, Tugce Ceker, John Cowgill, Irem Muge Akbulut Koyuncu, Neslihan Basak, Jaromir Mikes, Andrey S. Klymchenko, Federico Pietrocola, Petter Brodin, Ingela Lanekoff, Verda Ceylan Bitirim, Erdinc Sezgin
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Abstract

The biophysical properties of cells determine cellular physiology. Leveraging these properties for biomedical applications demands the ability to measure multiple parameters simultaneously across millions of cells and diverse cell types. However, current technologies are limited by throughput and low dimensionality. Here we introduce spectral biophysical cytometry (SBC), a high-throughput platform that integrates environment-sensitive nanosensors with spectral flow cytometry to resolve multiparametric biophysical properties of immune cells at single-cell resolution. By using fluorescent nanosensors that report membrane order, mitochondrial potential and membrane potential, SBC enables simultaneous quantification of key cellular physical states across diverse immune cell populations. When applied to peripheral blood mononuclear cells, SBC reveals cell-type-specific biophysical heterogeneity and identifies distinct remodelling signatures associated with atherosclerosis. In particular, T-cell subsets exhibit substantial alterations in membrane order and mitochondrial depolarization, reflecting coordinated changes in lipid composition and metabolic pathways. Integration with lipidomics and transcriptomics demonstrates that the nanosensors can detect biophysical shifts that correlate with dysregulated lipid metabolism and mitochondrial function, providing mechanistic insight into immune dysfunction in disease. Importantly, SBC achieves rapid, label-efficient profiling using commercially available instrumentation, enabling scalable biomarker discovery directly from blood samples and establishing a powerful strategy for linking biophysical phenotypes to immune cell function. Membrane-permeant, environment-sensitive nanosensors enable high-throughput, multiparametric quantification of membrane order and mitochondrial potential, revealing immune-cell-specific remodelling and lipid-metabolic dysfunction in atherosclerosis.

Abstract Image

Abstract Image

纳米传感器的光谱生物物理细胞术揭示了动脉粥样硬化中免疫细胞的重塑。
细胞的生物物理特性决定了细胞的生理机能。利用这些特性进行生物医学应用需要能够同时测量数百万个细胞和不同细胞类型的多个参数。然而,目前的技术受到吞吐量和低维度的限制。在这里,我们介绍了光谱生物物理细胞术(SBC),这是一种高通量平台,将环境敏感纳米传感器与光谱流式细胞术结合在一起,以单细胞分辨率解析免疫细胞的多参数生物物理特性。通过使用荧光纳米传感器报告膜顺序、线粒体电位和膜电位,SBC能够同时定量不同免疫细胞群的关键细胞物理状态。当应用于外周血单个核细胞时,SBC揭示了细胞类型特异性的生物物理异质性,并识别出与动脉粥样硬化相关的独特重塑特征。特别是,t细胞亚群在膜顺序和线粒体去极化方面表现出实质性的改变,反映了脂质组成和代谢途径的协调变化。与脂质组学和转录组学的结合表明,纳米传感器可以检测与脂质代谢和线粒体功能失调相关的生物物理变化,为疾病中的免疫功能障碍提供机制见解。重要的是,SBC使用市售仪器实现了快速、高效的标记分析,可以直接从血液样本中发现可扩展的生物标志物,并建立了将生物物理表型与免疫细胞功能联系起来的强大策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nature nanotechnology
Nature nanotechnology 工程技术-材料科学:综合
CiteScore
59.70
自引率
0.80%
发文量
196
审稿时长
4-8 weeks
期刊介绍: Nature Nanotechnology is a prestigious journal that publishes high-quality papers in various areas of nanoscience and nanotechnology. The journal focuses on the design, characterization, and production of structures, devices, and systems that manipulate and control materials at atomic, molecular, and macromolecular scales. It encompasses both bottom-up and top-down approaches, as well as their combinations. Furthermore, Nature Nanotechnology fosters the exchange of ideas among researchers from diverse disciplines such as chemistry, physics, material science, biomedical research, engineering, and more. It promotes collaboration at the forefront of this multidisciplinary field. The journal covers a wide range of topics, from fundamental research in physics, chemistry, and biology, including computational work and simulations, to the development of innovative devices and technologies for various industrial sectors such as information technology, medicine, manufacturing, high-performance materials, energy, and environmental technologies. It includes coverage of organic, inorganic, and hybrid materials.
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