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Updated: Mar 22, 2026

Label-Free Identification of Lymphocyte Subtypes Using Three-Dimensional Quantitative Phase Imaging and Machine Learning
Published on: November 19, 2018
Raman spectroscopy as a tool for label-free lymphocyte cell line discrimination
Alison J Hobro1, Yutaro Kumagai, Shizuo Akira
1Biophotonics Laboratory, Immunology Frontier Research Center, Osaka University, 3-1 Yamada-oka, Suita, Osaka, 565-0871, Japan. ahobro@ifrec.osaka-u.ac.jp nsmith@ap.eng.osaka-u.ac.jp.
Abstract:
Unactivated lymphocytes are morphologically identical and biochemically relatively similar, making them difficult to distinguish from one another with conventional light microscopy. Here, we use Raman spectroscopy to provide biochemical information on the composition of different lymphocyte cell lines. As could be expected, the biochemical differences measured with Raman spectroscopy between lymphocyte cell lines are small, but in combination with partial least squares discriminant analysis it is possible not only to distinguish between T- and B-cells, but also between individual T-cell and B-cell lines.

