TY - JOUR
T1 - Label-free visualization of acetaminophen-induced liver injury by high-speed stimulated Raman scattering spectral microscopy and multivariate image analysis
AU - Satoh, Shuya
AU - Otsuka, Yoichi
AU - Ozeki, Yasuyuki
AU - Itoh, Kazuyoshi
AU - Hashiguchi, Akinori
AU - Yamazaki, Ken
AU - Hashimoto, Hiroyuki
AU - Sakamoto, Michiie
N1 - Publisher Copyright:
© 2014 Japanese Society of Pathology and Wiley Publishing Asia Pty Ltd.
PY - 2014/10/1
Y1 - 2014/10/1
N2 - We recently established a high-speed, label-free, spectral imaging method based on stimulated Raman scattering (SRS). This method enables examination of cellular features within relatively short periods, thus enabling new imaging applications in pathology. Previously, we reported on labelfree visualization of mouse tissue using SRS spectral microscopy combined with multivariate image analysis, but the feasibility of applying this approach to diseased tissues with diverse morphology and irregular chemical species has not been examined. We, therefore, assessed acetaminophen-induced liver injury to evaluate the potential use of Raman spectral microscopy for visualizing histopathologic specimens. Acetaminophen-overdosed mouse liver was prepared and the pathologic changes including centrilobular necrosis were confirmed. Multi-colored images were reconstructed through principal component analysis (PCA) of a multi-band SRS dataset, which provided rich information compared with a monochrome single-band SRS dataset. A wide view of the multi-colored principal component (PC) images showed the distribution of cellular constituents, which was similar to that observed by fat staining. In addition, different types of cells in liver parenchyma were also demonstrated. In conclusion, the combination of SRS spectral microscopy andPCAhas the potential to reveal both the morphological and chemical features of specimens and therefore has potential utility in diagnostic pathology.
AB - We recently established a high-speed, label-free, spectral imaging method based on stimulated Raman scattering (SRS). This method enables examination of cellular features within relatively short periods, thus enabling new imaging applications in pathology. Previously, we reported on labelfree visualization of mouse tissue using SRS spectral microscopy combined with multivariate image analysis, but the feasibility of applying this approach to diseased tissues with diverse morphology and irregular chemical species has not been examined. We, therefore, assessed acetaminophen-induced liver injury to evaluate the potential use of Raman spectral microscopy for visualizing histopathologic specimens. Acetaminophen-overdosed mouse liver was prepared and the pathologic changes including centrilobular necrosis were confirmed. Multi-colored images were reconstructed through principal component analysis (PCA) of a multi-band SRS dataset, which provided rich information compared with a monochrome single-band SRS dataset. A wide view of the multi-colored principal component (PC) images showed the distribution of cellular constituents, which was similar to that observed by fat staining. In addition, different types of cells in liver parenchyma were also demonstrated. In conclusion, the combination of SRS spectral microscopy andPCAhas the potential to reveal both the morphological and chemical features of specimens and therefore has potential utility in diagnostic pathology.
KW - Diagnostic imaging
KW - Drug-induced liver injury
KW - Principal component analysis
KW - Raman scattering
KW - spectrum analysis
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U2 - 10.1111/pin.12206
DO - 10.1111/pin.12206
M3 - Article
C2 - 25274490
AN - SCOPUS:84924254095
SN - 1320-5463
VL - 64
SP - 518
EP - 526
JO - Pathology international
JF - Pathology international
IS - 10
ER -