ArticleBiosensors & bioelectronics2023
Optical diffraction tomography and Raman spectroscopy reveal distinct cellular phenotypes during white and brown adipocyte differentiation.
Article in Biosensors & bioelectronics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed, 21 citations in OpenAlex.
- Optical diffraction tomographic microscopy: a cutting-edge label-free three-dimensional bioimaging.Biophysics reports · 2026Article
- Single-Cell Metabolic Imaging and Digital Scoring of Fat Tissue Remodeling by Label-Free Metabolic Microscopy.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Raman analysis of breast cancer-associated adipocytes: A chemometric pipeline for lipid biochemistry profiling.Journal of lipid research · 2026Article
- Automated High-Throughput Raman Spectral Framework for Cellular Differentiation Monitoring.Nano letters · 2026Article
- Single-cell Raman imaging reveals fructose impairs brown adipocyte differentiation.Biosensors & bioelectronics · 2025Article
- Fatty acid composition of lipid fractions in white- and brown-like adipocytes derived from human mesenchymal stem cells.Adipocyte · 2025Article
- Sweet Science: Exploring the Impact of Fructose and Glucose on Brown Adipocyte Differentiation Using Optical Diffraction Tomography.Journal of cellular biochemistry · 2025Article
- Cell-TIMP: Cellular Trajectory Inference Based on Morphological Parameters.Nano letters · 2025Article
- Label-Free Visualization and Morphological Profiling of Neuronal Differentiation and Axonal Degeneration through Quantitative Phase Imaging.Advanced biology · 2024Article
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Authors and funding
4 authors at 1 institution in 1 country.
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Abstract
White adipose tissue (WAT) and brown adipose tissue (BAT) are the primary types of fats in humans, and they play prominent roles in energy storage and thermogenesis, respectively. While the mechanisms of terminal adipogenesis are well understood, much remains unknown about the early stages of adipogenic differentiation. Label-free approaches, such as optical diffraction tomography (ODT) and Raman spectroscopy, offer the ability to retrieve morphological and molecular information at the single cell level without the negative effects of photobleaching and system perturbation due to introduction of fluorophores. In this study, we employed 3D ODT and Raman spectroscopy to gain deeper insights into the early stages of differentiation of human white preadipocytes (HWPs) and human brown preadipocytes (HBPs). We utilized ODT to retrieve morphological information, including cell dry mass and lipid mass, and Raman spectroscopy to obtain molecular information about lipids. Our findings reveal that HWPs and HBPs undergo dynamic and differential changes during the differentiation process. Notably, we found that HBPs accumulated lipids more rapidly and had a higher lipid mass than HWPs. Additionally, both cell types experienced an increase and subsequent decrease in cell dry mass during the first seven days, followed by an increase after day 7, which we attribute to the transformation of adipogenic precursors in the early stages. Finally, HBPs had higher lipid unsaturation levels than HWPs for the same differentiation timepoints. The insights gained from our study provide crucial contributions towards the advancement of new therapies for obesity and related diseases.
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