Ansaryan Saeid, Chiang Yung-Cheng, Liu Yen-Cheng, Reichenbach Patrick, Irving Melita, Altug Hatice
Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, CH-1015, Switzerland.
Ludwig Institute for Cancer Research, Department of Oncology, University of Lausanne and Lausanne University Hospital (CHUV), Lausanne, CH-1005, Switzerland.
Adv Sci (Weinh). 2025 Apr;12(16):e2415808. doi: 10.1002/advs.202415808. Epub 2025 Mar 5.
Current imaging technologies are limited in their capability to simultaneously capture intracellular and extracellular dynamics in a spatially and temporally resolved manner. This study presents a multimodal imaging system that integrates nanoplasmonic sensing with multichannel fluorescence imaging to concomitantly analyze intracellular and extracellular processes in space and time at the single-cell level. Utilizing a highly sensitive gold nanohole array biosensor, the system provides label-free and real-time monitoring of extracellular secretion, while implementing nanoplasmonic-compatible multichannel fluorescence microscopy enables to visualize the interconnected intracellular activities. Combined with deep-learning-assisted image processing, this integrated approach allows multiparametric and simultaneous study of various cellular constituents in hundreds of individual cells with subcellular spatial and minute-level temporal resolution over extended periods of up to 20 h. The system's utility is demonstrated by characterizing a range of secreted biomolecules and fluorescence toolkits across three distinct applications: visualization of secretory behaviors along with subcellular organelles and metabolic processes, concurrent monitoring of protein expression and secretion, and assessment of cell cycle phases alongside their corresponding secretory profiles. By offering comprehensive insights, the multifunctional approach is expected to enhance holistic readouts of biological systems, facilitating new discoveries in both fundamental and translational sciences.
当前的成像技术在以空间和时间分辨的方式同时捕获细胞内和细胞外动态方面存在局限性。本研究提出了一种多模态成像系统,该系统将纳米等离子体传感与多通道荧光成像相结合,以便在单细胞水平上同时在空间和时间上分析细胞内和细胞外过程。利用高灵敏度的金纳米孔阵列生物传感器,该系统可对细胞外分泌进行无标记实时监测,同时实施与纳米等离子体兼容的多通道荧光显微镜能够可视化相互关联的细胞内活动。结合深度学习辅助图像处理,这种集成方法能够在长达20小时的较长时间内,以亚细胞空间和分钟级时间分辨率对数百个单个细胞中的各种细胞成分进行多参数和同步研究。通过对三种不同应用中的一系列分泌生物分子和荧光工具包进行表征,证明了该系统的实用性:分泌行为与亚细胞细胞器和代谢过程的可视化、蛋白质表达和分泌的同步监测,以及细胞周期阶段及其相应分泌谱的评估。通过提供全面的见解,这种多功能方法有望增强生物系统的整体读数,促进基础科学和转化科学中的新发现。