Multimodal Phasor Approach to Study Breast Cancer Cell Invasion in a 3D Spheroid Model

IF 5.7
Giulia Tedeschi, Francesco Palomba, Lorenzo Scipioni* and Michelle A. Digman*, 
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引用次数: 0

Abstract

We implemented a multimodal set of functional imaging techniques optimized for deep-tissue imaging to investigate how cancer cells invade surrounding tissues and how their physiological properties change in the process. As a model for cancer invasion of the extracellular matrix, we created 3D spheroids from triple-negative breast cancer cells (MDA-MB-231) and nontumorigenic breast epithelial cells (MCF-10A). We analyzed multiple hallmarks of cancer within the same spheroid by combining a number of imaging techniques, such as metabolic imaging of nicotinamide adenine dinucleotide by fluorescence lifetime imaging microscopy (NADH-FLIM), hyperspectral imaging of a solvatochromic lipophilic dye (Nile Red), and extracellular matrix imaging by second harmonic generation (SHG). We included phasor-based bioimage analysis of spheroids at three different time points, tracking both morphological and biological properties, including cellular metabolism, fatty acid storage, and collagen organization. Employing this multimodal deep-imaging framework, we observed and quantified cancer cell plasticity in response to changes in the environment composition.

在三维球体模型中研究乳腺癌细胞侵袭的多模态相量方法。
我们实施了一套针对深层组织成像优化的多模式功能成像技术,以研究癌细胞如何侵入周围组织以及在此过程中它们的生理特性如何变化。作为癌症侵袭细胞外基质的模型,我们用三阴性乳腺癌细胞(MDA-MB-231)和非致瘤性乳腺上皮细胞(MCF-10A)创建了3D球体。我们通过结合多种成像技术,如荧光寿命成像显微镜(NADH-FLIM)对烟酰胺腺嘌呤二核苷酸的代谢成像、溶剂致变色亲脂染料(尼罗红)的高光谱成像和二次谐波生成(SHG)的细胞外基质成像,分析了同一椭球内的多种癌症特征。我们在三个不同的时间点对球体进行了基于相量的生物图像分析,跟踪了形态学和生物学特性,包括细胞代谢、脂肪酸储存和胶原组织。利用这种多模态深度成像框架,我们观察并量化了癌细胞对环境成分变化的可塑性。
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来源期刊
Chemical & Biomedical Imaging
Chemical & Biomedical Imaging 化学与生物成像-
CiteScore
1.00
自引率
0.00%
发文量
0
期刊介绍: Chemical & Biomedical Imaging is a peer-reviewed open access journal devoted to the publication of cutting-edge research papers on all aspects of chemical and biomedical imaging. This interdisciplinary field sits at the intersection of chemistry physics biology materials engineering and medicine. The journal aims to bring together researchers from across these disciplines to address cutting-edge challenges of fundamental research and applications.Topics of particular interest include but are not limited to:Imaging of processes and reactionsImaging of nanoscale microscale and mesoscale materialsImaging of biological interactions and interfacesSingle-molecule and cellular imagingWhole-organ and whole-body imagingMolecular imaging probes and contrast agentsBioluminescence chemiluminescence and electrochemiluminescence imagingNanophotonics and imagingChemical tools for new imaging modalitiesChemical and imaging techniques in diagnosis and therapyImaging-guided drug deliveryAI and machine learning assisted imaging
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