Autofluorescence lifetime imaging classifies human B and NK cell activation state
New non-destructive tools with single-cell resolution are needed to reliably assess B cell and NK cell function for applications including adoptive cell therapy and immune profiling. Optical metabolic imaging (OMI) is a label-free method that measures the autofluorescence intensity and lifetime of the metabolic cofactors NAD(P)H and FAD to quantify metabolism at a single-cell level. Here, we demonstrate that OMI can resolve metabolic changes between primary human quiescent and IL-4/anti-CD40 activated B cells and between quiescent and IL-12/IL-15/IL-18 activated NK cells. We found that stimulated B and NK cells had an increased proportion of free compared to protein-bound NAD(P)H, a reduced redox state, and produced more lactate compared to control cells. The NAD(P)H mean fluorescence lifetime decreased in the stimulated B and NK cells compared to control cells. Random forest models classified B cells and NK cells according to activation state (CD69<sup>+</sup>) based on OMI variables with an accuracy of 93%. Our results show that autofluorescence lifetime imaging can accurately assess B and NK cell activation in a label-free, non-destructive manner.
Authors
- Jeremiah Riendeau (ORCID: https://orcid.org/0000-0002-3014-2849)
- Peter Rehani (ORCID: https://orcid.org/0000-0002-7344-2884)
- Alex J. Walsh (ORCID: https://orcid.org/0000-0003-3832-8207)
- Ankita Shahi
- Christian M. Capitini (ORCID: https://orcid.org/0000-0002-2276-6731)
- Elizabeth M. Maly
- Rebecca Schmitz (ORCID: https://orcid.org/0000-0001-5266-697X)
- Kelsey Tweed (ORCID: https://orcid.org/0000-0002-6772-6784)
- José M. Ayuso (ORCID: https://orcid.org/0000-0002-9414-1845)
- Kayvan Samimi (ORCID: https://orcid.org/0000-0002-2566-612X)
- Isabel Jones
- Matthew H. Forsberg (ORCID: https://orcid.org/0000-0002-0514-6354)
- Melissa C. Skala (ORCID: https://orcid.org/0000-0002-6320-7637)
- Dan L. Pham
- Emmanuel Contreras Guzman (ORCID: https://orcid.org/0000-0002-1929-3961)
- Lucia Hockerman
Institutions
- University of Wisconsin–Madison (US)
- Morgridge Institute for Research (US)
- University of Wisconsin Carbone Cancer Center (US)
Publication Details
- Journal
- Frontiers in Bioengineering and Biotechnology
- Published
- 2025-04-04
- DOI
- https://doi.org/10.3389/fbioe.2025.1557021
- Citations
- 2
- Primary Topic
- Immune Cell Function and Interaction
- Type
- article
- Field-Weighted Citation Impact
- 1.59
Funders
- National Science Foundation
- U.S. Department of Health and Human Services
- Retina Research Foundation
- National Institutes of Health