14-color flow cytometry to determine the contribution of mitochondrial mass to differences in glycolytic capacity in human immune cell subsets

Mitochondrial metabolism controls immune cell function, but comprehensive tools to assess human primary immune cell metabolic capacity remain rudimentary. We previously demonstrated that CD19+ B cells rely more heavily on anaerobic glycolysis (i.e. are more glycolytic) than CD4+ T cells. Furthermore, both PBMCs and CD4+ T cells from subjects with type 2 diabetes (T2D) are more glycolytic than their counterparts from BMI-matched non-T2D controls. The contribution of mitochondrial mass, an indicator of non-glycolytic metabolism, to the various metabolic phenotypes is untested. To assess the contribution of immune cell subset identity and mitochondrial mass to the enhanced glycolytic capacity of resting B cells and PBMCs from T2D subjects, we designed a 13-color panel based on standard immune cell subset markers and chemokine receptors, and included MitoTracker Green FM (MTG), which quantitatively indicates mitochondrial mass. We used this novel panel to phenotype 63 total samples from BMI-matched subjects in three groups: non-T2D, pre-T2D, and fulminant T2D, as defined by American Diabetes Association guidelines. The panel was built in several iterations to accommodate spillover of MTG fluorescence into neighboring channels and includes, besides MTG and live-dead discriminator, the following surface markers: CD4, CD8, CD19, CD45RA, CD25, CD127, CD14, CCR4, CCR5, CCR6, CXCR3, and CD161. The PBMC samples were run on a 4-laser BD FACSARIA II SORP with pre-established panel-specific PMT voltages tracked using 6-peak Ultrarainbow beads. To normalize MTG fluorescence intensity and thus minimize batch effects, each of 5 total batches included a reference donor PBMC sample that was frozen in multiple aliquots from one blood draw. Using this approach, we quantified the percentages of immune cell populations (CD19+ B cells, CD8+ naïve and memory/effector T cells, and CD4+ cells including Tregs and populations enriched in Th1, Th2 and Th17) along with the relative mitochondrial mass in each subset. We found that CD19+ B cells in PBMCs from both ND and T2D subjects had significantly less mitochondrial mass than CD4+ cells, supporting the demonstration that B cells are more glycolytic than CD4+ T cells. Of all the CD4+ T cell subsets, Th17 cells consistently had the lowest mitochondrial mass, consistent with the interpretation that Th17s are more dependent on glycolysis than previously appreciated. Our results validate the utility of our 13-color panel to simultaneously quantify relative mitochondrial mass in numerous immune cell subsets and thereby provide a new tool to explore metabolism in human primary cells