The glycolytic and oxidative metabolic capacities can be measured using a mitochondrial functional assay which evaluates capacities by targeting components of the electron transport chain at particular time points (Figure 2A). Different injection schemes can be loaded onto the sensor cartridge ports to modify the traditional assay and assess acute TCR stimulation (Figure 2B,C). Cell number and drug concentration for various cell types should be optimized prior to interpreting results. Here, this report describes conditions that have been optimized for CD8 T cells (Figure 3A,B) with inhibitors of the electron transport chain optimized to measure capacities in both naïve and effector cells (Figure 4A,B). Importantly, this assay can be modified to study TCR stimulation on effector CD8 T cells generated from antigen-specific stimulation or anti-CD3/CD28 stimulation. We further examine CD8 T cell response to bioactive lipid signaling, especially with, lysophosphatidic acid or LPA. We determined that metabolic trends in response to LPA signaling (at either 30 min, 2 h, or 4 h prior to loading the microplate into the analyzer instrument) were similar in both CD8 T cells activated with either antigen-specific or polyclonal TCR stimulation (Figure 5A-D). The type of TCR stimulation and mechanism of activation did result in subtle differences wherein metabolically energetic cells were initially generated with antigen-specific activation (Figure 5E-L).
Acute injection of anti-CD3/CD28 onto effector CD8 T cells can acutely stimulate the TCR with real-time measurements. Biotinylated anti-CD3, anti-CD28, and streptavidin can be used in aggregate to stimulate the TCR in an acute injection model. As a separate method, acute injections can be performed with magnetic beads conjugated to anti-CD3 and anti-CD28 in this bioenergetic assay to stimulate TCR in real time. We adapted the model to inject either media, biotinylated anti-CD3, anti-CD28 + streptavidin, or an aggregate of biotinylated anti-CD3 + anti-CD28 + streptavidin onto effector OT-I CD8 T cells in mid-time during the assay (Figure 6A,B). We observed stimulation with anti-CD3/CD28, which resulted in an increase in both OCR and ECAR. The OCR and ECAR signals were also elevated, but not to the same level as anti-CD3/CD28, with biotinylated anti-CD3 signal alone. Importantly, we find similar metabolic trends that are comparable to anti-CD3/CD28 magnetic bead acute injection (Figure 6C-F). In sum, these results show with multiple approaches and methodologies that the mitochondrial function assay is robust and reproducible for studying lymphocyte immunometabolism and specifically, CD8 T cells.

Figure 1: T cell receptor activation with antigen-specific and polyclonal stimulation. (A) Schematic of antigen-specific signaling with major histocompatibility complex (MHC) class I with peptide bound to the T cell receptor. (B) Depiction of CD8 T cell polyclonal activation by binding the CD3 subunits and the CD28 costimulatory molecule with anti-CD3/28 antibodies. Please click here to view a larger version of this figure.

Figure 2: Drug targeting of the electron transport chain in the mitochondrial function assay. (A) Schematic of electron transport chain inhibitors (red) used here. (B,C) For the mitochondrial function test, injection strategies on the sensor cartridge are as follows: (B) traditional injection approach where oligomycin is loaded into port A, FCCP into port B, and rotenone and antimycin A into port C. (C) The acute injection method involves placing acute injection (anti-CD3/CD28) in port A, oligomycin in port B, FCCP in port C, and rotenone and antimycin A in port D. Abbreviation: FCCP = 4-(trifluoromethoxy) phenyl) carbonohydrazonoyl dicyanide. Please click here to view a larger version of this figure.

Figure 3: Surface expression of CD8 and CD44, viability, and metabolic differences in CD8 T cells generated from anti-CD3 and anti-CD28 stimulation after LPA treatment. (A) Effector CD8 T cells are generated ex vivo by stimulating mouse-derived CD8 T cells with SIINFEKL (N4) and splenocytes as antigen-presenting cells or anti-CD3 and anti-CD28 on plates. On Day 4, IL-2 replaces the initial stimuli, supporting differentiation and proliferation. Homogenous Day 7 effector CD8 T cells are then analyzed via flow cytometry after in vitro culture. (B) T cells are identified by gating on lymphocyte status and then CD8+/CD44+ expression. A representative image shows CD8 and CD44 is unaffect with LPA treatment. This figure was modified from Turner et al.9. Please click here to view a larger version of this figure.

Figure 4: Oxidative capacities determined from oxygen consumption rate. (A,B) Oxygen consumption rates for naïve and effector CD8 T cells generated by (A) OT-I CD8 T cell antigen-specific stimulation and expansion or (B) anti-CD3/CD28 polyclonal stimulation and expansion of CD8 T cells from wild-type C57B/6 mice. Oligomycin, FCCP, antimycin A, and rotenone were injected at intervals of 18 min with 25 mM glucose media. Results are shown as representative data and were obtained using n = 6 technical replicates. (C,D) Capacity metrics derived from metabolic flux assays performed in panels (A,B) and display calculated basal respiration, maximal respiration, ATP-linked production, and proton leak. (C) Metabolic capacities were determined from OT-I CD8 T cells and correspond to data shown in panel (A). (D) Metabolic capacities determined from C57BL/6 CD8 T cells and correspond to data shown in panel (B). Unpaired Student's t-test analysis was done for the entire figure where *p < 0.05, **p < 0.005, ***p < 0.0005, and ****p < 0.0001. Abbreviations: OCR = Oxygen consumption rate; Oligo = oligomycin; FCCP = 4-(trifluoromethoxy) phenyl) carbonohydrazonoyl dicyanide; ant = antimycin A; rot = rotenone. Please click here to view a larger version of this figure.

Figure 5: Similar trends in effector CD8 T cell responses to LPA receptor signaling independent of antigen-specific or polyclonal activation. (A,B) CD8 T cell oxygen consumption rate is measured from cells generated by (A) OT-I CD8 T cell antigen-specific stimulation and expansion or (B) anti-CD3/CD28 polyclonal stimulation and expansion of CD8 T cells from wild-type C57B/6 mice. (C,D) Effector CD8 T cell extracellular acidification rate measurements are shown for cells generated by (C) OT-I CD8 T cell antigen-specific stimulation and expansion or (D) anti-CD3/CD28 polyclonal stimulation and expansion of CD8 T cells from wild-type C57B/6 mice. Metabolic capacities of CD8 T cells were measured in media supplemented with glutamine (red) or 1 µM LPA for 30 min (green), 2 h (blue), or 4 h (green). Oligomycin, FCCP, antimycin A, and rotenone were injected at intervals of 18 min with 25 mM glucose media. Results are shown as representative data and were obtained using n = 6 technical replicates. (E-H) Capacity metrics derived from metabolic flux assays performed in panels (A,C) and display calculated basal respiration, maximal respiration, ATP-linked production, and proton leak. (I-L) Capacity calculations from panels (B,D) showing basal respiration, maximal respiration, ATP-linked production, and proton leak. The entire figure was analyzed statistically using the one-way ANOVA where *p < 0.05. Abbreviations: OCR = Oxygen consumption rate; ECAR = extracellular acidification rate; Oligo = oligomycin; FCCP = 4-(trifluoromethoxy) phenyl) carbonohydrazonoyl dicyanide; ant = antimycin A; rot = rotenone. Please click here to view a larger version of this figure.

Figure 6: Strategies for T cell receptor stimulation in real time with acute injection of anti-CD3/CD28. (A,B) Acute injection strategy involving biotinylated anti-CD3, streptavidin, and anti-CD28 for mitochondrial function evaluation. Panels display metabolic capacities of antigen stimulated OT-I effector CD8 T cells, specifically showing (A) extracellular acidification rate and (B) oxygen consumption rate. Injections use media only (red), biotinylated anti-CD3 (green), anti-CD28 + streptavidin (blue), or a combination of biotinylated anti-CD3 + anti-CD28 + streptavidin (teal). (C,D) Acute injection of magnetic beads conjugated with anti-CD3/CD28 to assess mitochondrial activity. Panels display metabolic capacities of antigen stimulated OT-I effector CD8 T cells, specifically showing (C) extracellular acidification rate and (D) oxygen consumption rate. Injections use media only (red) or anti-CD3/CD28 bead injection (teal). Assays were performed with injections of oligomycin, FCCP, antimycin A, and rotenone at 18 min intervals in media supplemented with 25 mM glucose. Results are shown as representative data and were obtained using n = 6 technical replicates. (E) Capacity calculations from panels (A-D) showing basal metabolism at pre-injection (red), respiration at post-injection (blue), and maximal respiratory capacity (grey). Conditions are separated based on intra-assay injection. (F) Capacity calculations showing basal respiration, maximal respiration, ATP-linked production, and proton leak. Statistics for this entire figure were performed using the one-way ANOVA where *p < 0.05, **p < 0.005, ***p < 0.0005, and ****p < 0.0001. Abbreviations: OCR = Oxygen consumption rate; ECAR = extracellular acidification rate; Oligo = oligomycin; FCCP = 4-(trifluoromethoxy) phenyl) carbonohydrazonoyl dicyanide; ant = antimycin A; rot = rotenone. Please click here to view a larger version of this figure.