Label-Free Hyperspectral Raman Imaging and Analysis of a 3D Spheroid Model for Liver Fibrosis Study

An aberrant wound-healing response to chronic liver injury results in excessive accumulation of extracellular matrix proteins, including collagen, leading to liver fibrosis, a process in which hepatocytes and hepatic stellate cells (HSCs) play key roles. In this study, we present HepG2 and LX-2 cocultured spheroids as a three-dimensional in vitro model of liver fibrosis and highlight the potential of hyperspectral Raman imaging as a label-free analytical approach for assessing fibrosis-associated responses. HepG2 cells and LX-2 cells served as hepatocytes and HSCs, respectively, within the coculture spheroids. Hyperspectral Raman imaging allowed for the acquisition of fingerprint spectra from individual cells, revealing distinct cytochrome-related band patterns that facilitated cell-type segmentation without labeling. To induce fibrosis, spheroids were treated with fibrosis activation factors: free fatty acids (FFAs) and transforming growth factor-β (TGF-β). FFA administration induced steatotic features in the coculture spheroids, as demonstrated by a direct correlation between the increasing lipid band intensity in the Raman spectra and FFA concentrations. Concurrently, a reduced cytochrome-related band intensity was observed in these spheroids. Furthermore, LX-2 spheroids but not HepG2 spheroids exhibited signs of fibrosis after TGF-β activation. Raman analysis revealed that the amide I and III bands reflected extracellular matrix, especially collagen accumulation, applied as fibrosis markers. Notably, in the 2:1 coculture spheroids, we observed enhanced fibrosis-related bands in the LX-2-enriched regions. The consistency between Raman imaging results and immunofluorescent images underscores the potential of hyperspectral Raman imaging as a sensitive and noninvasive method for assessing liver fibrosis.

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Journal
Chemical & Biomedical Imaging
Published
2026-03-15
DOI
https://doi.org/10.1021/cbmi.5c00243
Primary Topic
Spectroscopy Techniques in Biomedical and Chemical Research
Type
article
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article

Label-Free Hyperspectral Raman Imaging and Analysis of a 3D Spheroid Model for Liver Fibrosis Study

Gunganist Kongklad, Tomoaki Okumura, Satoshi Fujita, Tomoko Yamashita et al.
Chemical & Biomedical Imaging
Spectroscopy Techniques in Biomedical and Chemical Research
article

Label-Free Hyperspectral Raman Imaging and Analysis of a 3D Spheroid Model for Liver Fibrosis Study

Gunganist Kongklad, Tomoaki Okumura, Satoshi Fujita, Tomoko Yamashita, Katsumasa Fujita, Menglu Li
article en

Abstract

An aberrant wound-healing response to chronic liver injury results in excessive accumulation of extracellular matrix proteins, including collagen, leading to liver fibrosis, a process in which hepatocytes and hepatic stellate cells (HSCs) play key roles. In this study, we present HepG2 and LX-2 cocultured spheroids as a three-dimensional in vitro model of liver fibrosis and highlight the potential of hyperspectral Raman imaging as a label-free analytical approach for assessing fibrosis-associated responses. HepG2 cells and LX-2 cells served as hepatocytes and HSCs, respectively, within the coculture spheroids. Hyperspectral Raman imaging allowed for the acquisition of fingerprint spectra from individual cells, revealing distinct cytochrome-related band patterns that facilitated cell-type segmentation without labeling. To induce fibrosis, spheroids were treated with fibrosis activation factors: free fatty acids (FFAs) and transforming growth factor-β (TGF-β). FFA administration induced steatotic features in the coculture spheroids, as demonstrated by a direct correlation between the increasing lipid band intensity in the Raman spectra and FFA concentrations. Concurrently, a reduced cytochrome-related band intensity was observed in these spheroids. Furthermore, LX-2 spheroids but not HepG2 spheroids exhibited signs of fibrosis after TGF-β activation. Raman analysis revealed that the amide I and III bands reflected extracellular matrix, especially collagen accumulation, applied as fibrosis markers. Notably, in the 2:1 coculture spheroids, we observed enhanced fibrosis-related bands in the LX-2-enriched regions. The consistency between Raman imaging results and immunofluorescent images underscores the potential of hyperspectral Raman imaging as a sensitive and noninvasive method for assessing liver fibrosis.

Chemical & Biomedical Imaging
Chulabhorn Graduate Institute (TH), Chulabhorn Research Institute (TH), Institute of Bioinformatics and Applied Biotechnology (IN), National Institute of Advanced Industrial Science and Technology (JP), The University of Osaka (JP)
Good health and well-being
Openalex Percentile: Top 19%
Spectroscopy Techniques in Biomedical and Chemical Research
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