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Updated: Aug 23, 2025

Single-cell Analysis of Immunophenotype and Cytokine Production in Peripheral Whole Blood via Mass Cytometry
Published on: June 26, 2018
Raman-based spectrophenotyping of the most important cells of the immune system
Aleksandra Borek-Dorosz1, Anna Maria Nowakowska2, Patrycja Leszczenko2
1Jagiellonian University, Faculty of Chemistry, Krakow, Poland; Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics (JCET), Krakow, Poland.
Insights
Raman spectroscopy can differentiate T and B lymphocytes using label-free imaging and chemometrics. This method identifies beta-carotene in T cells, showing potential for automated clinical diagnostics of immune cells.
Area of Science:
- Biomedical Engineering
- Spectroscopy
- Immunology
Background:
- Peripheral blood mononuclear cells (PBMCs) are crucial for immune function.
- Current methods for lymphocyte subtyping have limitations.
- Automated differentiation of immune cells is needed for diagnostics.
Purpose of the Study:
- To develop a label-free method for distinguishing T and B lymphocytes.
- To identify spectroscopic markers for lymphocyte differentiation.
- To assess the potential of Raman spectroscopy in clinical diagnostics.
Main Methods:
- Isolation of B and T lymphocytes from human peripheral blood.
- Confocal Raman imaging for label-free cell analysis.
- Chemometric analysis (K-means, PCA, PLS-DA) for spectral data interpretation.
- HPLC for carotene identification.
Main Results:
- Successful discrimination between T and B lymphocytes using Raman spectra.
- Identification of beta-carotene in T lymphocytes.
- Nuclei molecular features contribute to accurate cell differentiation.
- Donor variability in carotenoid presence does not impede differentiation.
Conclusions:
- Raman spectroscopy combined with chemometrics offers a label-free approach for lymphocyte differentiation.
- The presence of beta-carotene in T cells is confirmed.
- This technique shows promise for automated clinical diagnostics of immune cells.
Introduction:
Human peripheral blood mononuclear cells (PBMCs) are a heterogeneous population of cells that includes T and B lymphocytes. The total number of lymphocytes and their percentage in the blood can be a marker for the diagnosis of several human diseases. Currently, cytometric methods are widely used to distinguish subtypes of leukocytes and quantify their number. These techniques use cell immunophenotyping, which is limited by the number of fluorochrome-labeled antibodies that can be applied simultaneously.
Objective:
B and T lymphocytes were isolated from peripheral blood obtained from healthy human donors.
Methods:
The immunomagnetic negative selection was used for the enrichment of B and T cells fractions, and their purity was assessed by flow cytometry. Isolated cells were fixed with 0.5% glutaraldehyde and measured using confocal Raman imaging. K-means cluster analysis, principal component analysis and partial least squares discriminant methods were applied for the identification of spectroscopic markers to distinguish B and T cells. HPLC was the reference method for identifying carotene in T cells.
Results:
Reliable discrimination between T and B lymphocytes based on their spectral profile has been demonstrated using label-free Raman imaging and chemometric analysis. The presence of carotene in T lymphocytes (in addition to the previously reported in plasma) was confirmed and for the first time unequivocally identified as β-carotene. In addition, the molecular features of the lymphocytes nuclei were found to support the discriminant analysis. It has been shown that although the presence of carotenoids in T cells depends on individual donor variability, the reliable differentiation between lymphocytes is possible based on Raman spectra collected from individual cells.
Conclusions:
This proves the potential of Raman spectroscopy in clinical diagnostics to automatically differentiate between cells that are an important component of our immune system.
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