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March 17, 2026Chemical & Biomedical Imaging0 citationsOpen Access

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

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GKGunganist KongkladMLMenglu LiTYTomoko Yamashita

Key Points

  • The research aims to explore the use of hyperspectral Raman imaging to analyze liver fibrosis in a 3D spheroid model.
  • Developed a 3D coculture spheroid model using HepG2 and LX-2 cells.
  • Performed hyperspectral Raman imaging to obtain cell-type specific spectra.
  • Induced fibrosis using free fatty acids and transforming growth factor-β to assess responses.
  • Analyzed Raman spectra for collagen accumulation and lipid intensity based on treatment conditions.
  • Raman spectra showed distinct patterns correlating with fibrosis activation.
  • Free fatty acids led to increased lipid band intensity and reduced cytochrome-related band intensity.
  • Only LX-2 spheroids showed fibrosis signs post TGF-β treatment.
  • Marked collagen accumulation indicated by amide bands was observed in fibrotic regions of spheroids.

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.

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Cite This Study

Kongklad et al. (2026) studied this question.

synapsesocial.com/papers/69b8f0fddeb47d591b8c5bcbhttps://doi.org/10.1021/cbmi.5c00243
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