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Updated: Feb 13, 2026

Flow Cytometry-based Assay for the Monitoring of NK Cell Functions
Published on: October 30, 2016
Raman flow cytometry based single-cell species classification, viable-cell counting and vitality test for probiotic
Jia Zhang1,2,3, Jianmei Wang1,3, Pengfei Zhu1,2,4,5
1Single-Cell Center, Key Laboratory of Photoelectric Conversion and Utilization of Solar Energy, Qingdao New Energy Shandong Laboratory, Qingdao Institute of Bioenergy and Bioprocess Technology Chinese Academy of Sciences Qingdao Shandong China.
None:
The rapidly expanding probiotic industry demands efficient methods for quality assessment of probiotic products. We previously established a microscopic imaging and Raman spectroscopy (miRS) based approach for rapid identification and tests for viability and vitality at single-cell resolution via single-cell Raman spectra (SCRS), yet its wider application is limited by the throughput of SCRS acquisition. Here, we employed a Raman flow cytometry (RFC) approach to accomplish this mission, which features a greatly simplified experimental workflow yet with >10-fold higher throughput than miRS. At SCRS acquisition speed of one bacterial cell per second, RFC achieves much higher sampling depth, leading to higher accuracy of species classification than miRS in both reference ramanome database construction and quality assessment of probiotic products. Specifically, based on the fingerprint regions, the accuracy in classifying species and strains is notably improved, both for an isogenic population and for a multi-strain probiotic product. Moreover, for probiotic products with highly biased compositions, the sensitivity of detecting and classifying low-abundance members is order-of-magnitude higher. Furthermore, based on the fingerprint regions plus the C-D band, D2O-probed RFC rapidly yields viable-cell counts and quantifies single-cell vitality in a species/strain-resolved fashion yet without the need for fluorescence labeling, underscoring its strength over propidium monoazide (PMA)-based fluorescence flow cytometry. Due to its speed, accuracy, sensitivity, rich information and ease of use, RFC is a powerful platform for quality assessment for probiotics and other live-cell products.
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