Hyperspectral Imaging of Whole‐Cell Region for Differentiating Cervical Squamous Intraepithelial Lesion Cytology
BACKGROUND: Cervical cytology offers a relatively safe and reliable method for cancer screening, but the tests contain vague grading criteria, such as atypical squamous cells, and cannot exclude high-grade squamous intraepithelial lesions (ASC-H) and atypical squamous cells of undetermined significance (ASC-US). METHODS: To explore distinct differentiation points among ASC-H, high-grade squamous intraepithelial lesions (HSIL), and non-keratinizing squamous cell carcinoma (SCC), and among ASC-US, low-grade squamous intraepithelial lesions (LSIL), and negative for intraepithelial lesion or malignancy, hyperspectral imaging analyses were performed in cells mounted on 150 Papanicolaou-stained specimens containing nine cervical cell types. Hyperspectral data were obtained from nuclei, cytoplasm, and whole-cell regions in 4841 cells without overlap at 15-nm increments in wavelength within the visible light spectrum (450-750 nm). RESULTS: = 0.8339, p < 0.001), indicating that intensity from the whole cell provided the most informative indicator of cervical cells. CONCLUSION: These results suggest that hyperspectral analysis of whole cells offers a valuable tool for differentiating atypical squamous cells from other cell types.
Authors
- Keiko Yugawa
- Hironobu Naiki (ORCID: https://orcid.org/0000-0001-7735-4382)
- Kumiko Kamada (ORCID: https://orcid.org/0000-0003-4487-6306)
- Kazumi FURUICHI
- Yoshiaki Imamura
- K. Tanabe
- Kunihiro Inai
- Sakon Noriki
- Chikai Hosokawa
- Haruka Matsukawa
Institutions
- University of Fukui (JP)
- Fukui University of Technology (JP)
- Panasonic (Japan) (JP)
- Nagoya Institute of Technology (JP)
- University of Fukui Hospital (JP)
- Fukui Prefectural University (JP)
Publication Details
- Journal
- Cancer Medicine
- Published
- 2026-04-01
- DOI
- https://doi.org/10.1002/cam4.71746
- Primary Topic
- Optical Imaging and Spectroscopy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00