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

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.

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Publication Details

Journal
Chemical & Biomedical Imaging
Published
2025-05-15
DOI
https://doi.org/10.1021/cbmi.5c00021
Citations
4
Primary Topic
Mathematical Biology Tumor Growth
Type
article
Field-Weighted Citation Impact
5.47

Funders

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article

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

Francesco Palomba, Giulia Tedeschi, Michelle A. Digman, Lorenzo Scipioni
4 citations
Chemical & Biomedical Imaging
Mathematical Biology Tumor Growth
5.47
article

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

Francesco Palomba, Giulia Tedeschi, Michelle A. Digman, Lorenzo Scipioni
article en
4 citations

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.

Chemical & Biomedical ImagingVol. 3(7)
University of California, Irvine (US), Fluorescence Innovations (United States) (US), Beckman Laser Institute and Medical Clinic (US)
National Science Foundation, Gordon and Betty Moore Foundation, National Cancer Institute, National Institute of General Medical Sciences
Good health and well-being
Openalex Percentile: Top 4%
Mathematical Biology Tumor Growth
5.47
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