Using T. brucei brucei 90-13 BSF trypanosomes, a monomorphic parasite line, requires consideration of safety as they are considered Risk Group 2 organisms that should be handled in biosafety level 2 facilities.
1. Trypanosome culture and transfection
- Culture T. brucei brucei 90-13 BSF trypanosomes in HMI-9 medium supplemented with 10% heat-inactivated FBS and 10% Nu-Serum at 37 °C in 5% CO210.
NOTE: To keep the culture healthy, maintain the cell density between 2 × 104 and 5 × 106 cells/mL.
- Cloning pHluorin2-PTS1 into pLEW100v5
- Synthesize the pHluorin2 open reading frame commercially to yield the gene with a 3' extension encoding a two glycine linker followed by the tripeptide AKL, a PTS1 localization tag.
- Clone this construct into the inducible trypanosome expression vector pLEW100v5 by restriction digest. Double digest both the cloning vector containing pHluorin2-PTS1 and pLEW100v5 using HindIII and BamHI11. Perform a cleanup step, preferably by agarose gel purification, to remove restriction enzymes, the undesired cloning vector backbone, and the excised luciferase gene-containing fragment.
- Ligate the pHluorin2-bearing insert into digested pLEW100v5 with T4 DNA Ligase12. (see Supplemental Figure S1 for a scheme for cloning).
- Sequence the plasmid by next-generation whole-plasmid sequencing to verify the insert and vector are ligated correctly and that no mutations are introduced within the pHluorin2-PTS1 gene during the cloning process.
NOTE: The complete plasmid sequence has been submitted to Addgene.org and has been assigned #83680.
- Linearize 20 µg of the plasmid by digesting with 40 units of NotI; then, transfect into BSF 90-13 parasites via nucleofection using the referenced human T-cell kit (see Table of Materials). Select for stable integration as described by Burkard et al.13.
2. Immunofluorescence colocalization of pHlourin2-PTS1
- Prepare microscopy slides by treating them with poly-L-lysine 0.1% (w/v) in H2O for 10 min. After removal of the poly-L-lysine solution, wash the slide once with PBS.
- To induce pHluorin2-PTS1 expression, treat cells at 2 × 105 cells/mL with tetracycline or doxycycline (1 µg/mL) 24 h prior to harvest. Pellet 2 × 106 parental and induced pLEWpHluorin2-PTS1 (pHL) parasites by centrifugation (room temperature [RT], 10 min, 1,000 × g) and wash once with PBS.
- Resuspend the cells in 200 µL of freshly prepared 2% paraformaldehyde in PBS made from commercially supplied 16% EM grade solution. Apply the cells in the fixative to the slide and allow the cells to settle for 30 min. Wash the adhered cells 2x with wash solution (0.1% normal goat serum in PBS).
- Apply the permeabilization solution (0.5% Triton X-100 in PBS) to the cells and incubate for exactly 30 min. Remove the permeabilization solution and wash once with ample amounts of wash solution.
- Apply the block solution (10% normal goat serum and 0.1% Triton X-100 in PBS) and incubate for 30 min.
- Dilute the antisera raised against T. brucei aldolase 1:500 in block solution and apply it to the cells14. Incubate for 1 h at RT. Wash the slides for 5x for 3-5 min min with wash solution.
- Dilute goat anti-rabbit Alexa fluor 568 1:1,000 in block solution and apply to the cells. Incubate for 1 h at RT. Wash the slides for 5x for 3-5 min with wash solution.
- Apply mounting medium and seal a coverslip to the slide.
- Image the cells with a 100x objective (NA 1.4-0.7) and analyze the images using ImageJ. Perform Pearson's colocalization analysis using the 'Coloc 2' plug-in for ImageJ. See Supplemental Figure S2 for a field of representative cells.)
- To complete this, add the image file to Fiji and select Images.
- Adjust brightness and contrast for each channel to a point in which no background is visible.
- Change images from 16-bit to 8-bit, merge the images, and then crop to a single cell with split channels.
- Under Analyze and Colocalization, select the Coloc2 plug-in. Select aldolase (the red channel) as Channel 1 and pHL (the green channel) as Channel 2 and click okay to initiate calculation of Pearson's correlation.
3. Sample preparation for flow cytometry
- Induce pHL cells with either tetracycline or doxycycline (1 µg/mL) overnight.
- Pellet the cells (~4 × 107 pHL and ~1 × 106 parental) by centrifugation (RT, 10 min, 1,000 × g). Remove the supernatant and resuspend the cells in 1 mL of PBS either with or without 10 mM glucose depending on whether the sample is starved or un-starved. For time-course assays, resuspend in PBS supplemented with 10 mM glucose to prevent the cells from starving till the washes are complete. For the high-throughput screen (HTS) assay, resuspend in PBS without glucose to minimize carryover of glucose; repeat the washes two more times.
- Centrifuge the cells for a fourth time, remove the supernatant, and resuspend the cell pellet in either PBS, PBS plus 5 mM glucose, or PBS plus 10 mM glucose depending on the treatment. Supplement the samples with either 1 µg/mL propidium iodide (PI) or 100 nM thiazole red (TR) for live/dead determination. Transfer each sample to 5 mL tubes compatible with the flow cytometer.
4. Flow cytometry
NOTE: Prepare the experiment on a flow cytometer containing the following lasers: 405 nm (violet), 488 nm (blue), and 561 nm (yellow) or 638 nm (red). See Supplemental Table S1 for common names for channels discussed below.
- To measure pHL fluorescence, use the channels KO525 (VL2-H, excitation 405 nm, emission 542/27 nm) and FITC (BL1-H, excitation 488 nm, emission 530/30 nm). To differentiate live cells from dead cells, use either PI or TR; measure PI on the YL2-H channel (excitation 561 nm, emission 620/25 nm). Measure TR on the RL1-H channel (638 nm excitation, 660/10 BP).
- To set up the experiment on the flow cytometer software, create the following plots: 1) YL2-H channel histogram (if using PI) or an RL1-H channel histogram (if using TR), 2) FSC-A vs SSC-A dot plot, 3) FSC-A vs FSC-H dot plot, and 4) BL1-H vs VL2-H channel dot plot.
- Place the unstained WT (parental cell-line) control onto the sample injection port (SIP) first and raise the stage into position. Begin acquiring data on the cytometer at the lowest flow rate to give time to make necessary adjustments. To avoid scoring spurious debris and dead cells, begin recording events 5 s after sample acquisition begins.
- Adjust the YL2 or RL1 voltage so the main peak is within 103-104 relative fluorescence intensity (RFI) units. Adjust FSC and SSC voltages so that >90% of events fit on the dot plot. Adjust the FSC threshold to exclude the debris population but not likely cells.
- Adjust the VL2 and BL1 channels so the primary peak is within 103-104 RFI units for the unstained WT control.
- Place the first sample containing induced pHL stained with either PI or TR onto the SIP and raise the stage into position. Begin acquiring data at the lowest flow rate and carefully observe events in each plot. Ensure >90% of events are within each plot and that no events are saturating the VL2-H and BL1-H channels.
- Proceed with running the samples. Be sure to record at least 10,000 events per sample.
- Save the data from the samples in .fcs file format and export for analysis.
5. Data analysis of flow cytometry results
NOTE: This data analysis workflow uses FlowJo software. If other flow cytometry analysis software is used, continue to follow the key steps described below, using software-appropriate tools. To visualize the plots and gating, see Supplemental Figure S3 and Supplemental Figure S4.
- Open a new layout and open the .fcs files acquired in step 4.3. Drag and drop the .fcs files into the layout window.
- Gate for live cells.
- Double-click the unstained WT control to open a window for this sample.
- View the data as a histogram on either the YL2-H channel (if using PI) or RL2-H (if using TR) channel. Toggle between this and samples stained with the viability dye to identify the live and dead populations.
NOTE: All events should be unstained since a viability dye was not added to this sample.
- Create a bisector gate dividing the live and dead populations; name the left gate Live and the right gate Dead. Apply this gate to all samples then toggle between samples to ensure this gate is drawn appropriately for all samples. Adjust the gate as needed.
- Gate for the cells.
- On the unstained WT control, double-click on the Live gate to view events in that gate. Change the dot plot x-axis to FSC-A and y-axis to SSC-A.
- Use the polygon gate tool to draw a gate around the cell population and name it Cells. Take care to exclude debris/dying cells (typically in the far left and bottom of the dot plot) and aggregates (far right and top of the dot plot).
- Apply this gate under the Live gate for all samples. Toggle between samples to ensure the gate encompasses the likely cell population for all samples and make necessary adjustments. Be sure to reapply the gate to all samples after altering it.
NOTE: The cell population distribution noticeably changes between starved and un-starved conditions on FSC vs SSC; ensure the Cell gate encompasses the cell population in all conditions.
- Gate for single cells to increase the quality of pH measurements.
- On the unstained WT control, double-click on the Cell gate to view events in that gate. Change the dot plot x-axis to FSC-A and y-axis to FSC-H.
- Look for a diagonal distribution of single cells on this dot plot with doublets forming a secondary population to the lower right of the singlet population (see Supplemental Figure S1 third plot). Using the polygon gate tool, draw a gate around the singlet events excluding the doublet population. Name this gate Singlets.
- Apply the Singlets gate under the Cell gate for all samples. Again, toggle between samples to ensure the gate is properly excluding the doublet population while including the singlet population. Adjust as needed.
- Gate for fluorescent pHL cells.
- On the unstained WT control sample, double-click on the Singlets gate to open a dot plot for that population. Change the x-axis to BL1-H and the y-axis to VL2-H.
- The pH sensor pHluorin2 is fluorescent in both VL2 and BL1. Use the polygon gate tool to draw a diagonal-shaped gate extending to the top and right away from the autofluorescent population in the lower left of the dot plot. Name this gate pHL+.
- Apply the pHL+ gate under the Singlets gate for all samples. Toggle to a pHL sample and adjust the gate to include events with greater fluorescence intensity in both VL2-H and BL1-H than the WT control. Ensure this gate encompasses this fluorescent population for all samples as the position of this population will shift as glycosomal pH changes.
NOTE: This small but visible shift in the pHL+ population is due to pH-dependent changes in the fluorophore's excitation spectrum.
- Export the statistics.
- Click on Table Editor | Edit bar | Add Column to add new statistics to export.
NOTE: For each statistic to export, choose the respective statistic and which population to export it from. Be sure to choose the appropriate parameter for applicable statistics such as Median. Leave the Sample unchanged.
- Add columns with the following statistics: Total (ungated) Count, pHL+ Count, Live Freq. of Total (percentage based on total events), pHL+ Freq. of Parent (percentage based on parent gate), pHL+ Median VL2-H, and pHL+ Median BL1-H.
- Click on the Table Editor and change the following export settings: Display to To File and Text to CSV and then choose the file destination and name. Click on Create Table.
- Calculate the fluorescence ratio.
- Save the exported .csv file as a spreadsheet file.
- Perform quality control analysis by comparing the following across all samples in the experiment: number of events per sample, percentage of live events, and percentage of pHL+ events. Compare these visually in bar or scatter plots depending on the experiment.
- Label a new column as pHL+ Median VL2/BL1. For each sample, divide the median VL2-H value by the median BL1-H value as shown in equation (1).
(1)
- Use statistical analysis software to perform statistical analysis using the fluorescence ratio.
6. pH biosensor calibration
NOTE: To convert measured fluorescence ratios to pH units, calibrate pHL-expressing cells using nigericin and valinomycin. Nigericin is a K+/H+ antiporter, an ionophore that can equilibrate pH across membranes when there is sufficient K+ in the buffer15. Nigericin has been commonly used to calibrate pHluorin and other pH sensors16,17. As peroxisomally localized pHluorin was previously calibrated using 10 µM nigericin18, we chose to treat with that concentration. Valinomycin is a potassium ionophore and has been used (at 4 µM) to equilibrate pH across mitochondrial membranes19. We used 10 µM valinomycin to assist the pH equilibration activity of nigericin by ensuring K+ ions were equilibrated across the membranes. While we used a nigericin-valinomycin combination, nigericin may be sufficient to equilibrate organellar pH.
- Prepare eight solutions of universal calibration buffer (UCB; 15 mM MES, 15 mM HEPES, and 130 mM KCl) each at a different pH ranging from 5 to 8.5.
- Centrifuge (RT, 10 min, 800-1,000 × g) eight separate tubes of 2 mL of pHL-expressing BSF culture (~4 × 106 cells each).
- Remove the supernatant and then resuspend each cell pellet in UCB at different pH values.
- Introduce nigericin and valinomycin, each to 10 µM. Spike in PI to 1 µg/mL.
- Incubate the cells in each solution for 15 min.
- Run each sample on a flow cytometer to measure the fluorescence ratio as described in steps 4-5.
- Repeat this experiment twice more to obtain three biological replicates for each pH value. Export data in .fcs format.
- Analyze the .fcs files as described in steps 5.1 through 5.8. Use the measured fluorescence ratio for each pH to interpolate glycosomal pH in future experiments using equation (2).
(2)
NOTE: Supplemental Figure S3 shows the dot plots and gating scheme. The results can be found in Supplemental Table S2. The following describes how to interpolate pH from fluorescence ratio using GraphPad Prism. If using other statistical software, follow the same key steps.
- Open GraphPad Prism and create an XY table with three y-replicates. Paste the pH values in the x-column and their associated fluorescence ratio values in the y-replicate columns.
- Click on the graph associated with the table. When viewing the graph, click on Analyze under the Analysis ribbon | Interpolate a standard curve under XY analyses.
- Choose Sigmoidal, 4PL, X is log(concentration) since pH units are on a logarithmic scale. The Top and Bottom parameters are the estimated top and bottom plateaus. Choose No special handling of outliers.
NOTE: The software will seek to fit the data to the model described in equation (2) and step 6.9.3. Look for evidence of lack of fit in the Table of results and the curve on the graph.
- To interpolate pH from fluorescence ratios in other experiments, go to the table with the pHL calibration data. Paste the fluorescence ratio values below the calibration data in the y-column(s). Give each y-value a title but leave the x-value (the pH) blank since it is unknown.
- In the Results gallery, click on the interpolation analysis and then go to the Interpolated X replicates tab. Look for the interpolated pH values that will be listed alongside the entered fluorescence ratio values.
NOTE: The software uses the model and best-fit parameter values found from the calibration data to interpolate pH from fluorescence ratios for experiments where pH is unknown.
7. Glucose starvation and addback time-courses
- Induce 15 mL of BSF pHL parasites overnight with 1 µg/mL doxycycline incubated at 37 °C as described in step 1.1.
- Wash 15 mL of induced pHL culture in PBS supplemented with 10 mM glucose. Repeat this step 3x.
- Concurrently, wash 3 mL of WT culture in PBS 3x as described in step 3.2.
- After the first wash when the pHL sample is resuspended in 1 mL of PBS, remove a 0.1 mL aliquot of pHL cell suspension to keep in 10 mM glucose as an un-starved control.
- After the final wash, resuspend the pHL sample in PBS supplemented with 1 µg/mL PI.
- Acquiring flow cytometry data
- Begin monitoring glycosomal pH for both the starved and un-starved samples by measuring each sample on a flow cytometer every 5, 10, 30, or 90 min, depending on the experiment and sample. Acquire flow cytometry data as described in steps 4.1 through 4.3, ensuring the voltages and plots are prepared beforehand.
- Run the unstained WT control first at 0 min.
- Run the un-starved control sample on the cytometer every 90 min starting at 0 min. For the Starvation time-course assay, run the starved sample every 10 min starting at 0 min. For the Glucose Addback assay, run the starved sample at 0, 5, 10, 20, 30, 60, and 90 min; then, repeat after introducing glucose.
- Incubate the samples at room temperature during the 90 min starvation time course and the 180 min Glucose Addback time course.
- Analyze the .fcs files as described in steps 5.1 through 5.8.
NOTE: Supplemental Figure S4 shows how to perform the gating and what the dot plots should look like. Supplemental Table S3 and Supplemental Table S4 show the results of the glucose starvation time course assay and the glucose add-back time course assay, respectively.
8. Optimizing the assay for drug screening
- Wash approximately 32 mL of pHL-expressing BSF parasites and 3 mL of WT cells, both at approximately 2 × 106 cells/mL, 2x in PBS as described previously.
NOTE: More than 10,000 events need to be recorded per well to minimize variability of measured fluorescence ratios and accurately measure the Z-factor statistic. The minimum culture necessary to accomplish this is approximately 26 mL, but we recommend 32 mL for ease of handling.
- After the first wash, separate the pHL sample equally into two microcentrifuge tubes.
- After the washes, resuspend one pHL sample in 18 mL of PBS containing 5 mM glucose, 0.1% DMSO, and TR. Resuspend the other pHL sample in 18 mL of PBS plus 0.1% DMSO and TR.
NOTE: The DMSO is used to mimic the buffer composition in a drug screen as compounds are typically dissolved in DMSO.
- Transfer these two cell solutions into a 12-well reservoir, 9 mL per well.
- Use a pipetting robot to pipet the cell solutions into separate halves of a 384-well plate, 80 µL per well.
- Incubate the plate at room temperature for 1.5 h, gently shaking and wrapped in aluminum foil to protect the fluorophores from light.
- Run the plate on a flow cytometer capable of running 384-well plates.
NOTE: The following workflow is adapted to an Attune NxT with Cytkick Max Auto Sampler. If another flow cytometer is used, continue to follow the key steps.
- For the plate, run at the fastest flow rate (1,000 uL/min) and enable boost mode. Acquire 20 µL/well. Include one mix cycle and one rinse cycle between each well.
- Create plots as described in step 4.1.3.
- Run an unstained WT tube control and optimize voltages as described in steps 4.1.3 and 4.1.4. Run a starved pHL tube sample and optimize the VL2 and BL1 voltages as described in step 4.1.
- Begin acquiring the plate on the flow cytometer. Run the plate horizontally so there is no significant acquisition time difference between the starved and un-starved sample wells. Ensure that plate acquisition is finished in ~1.5 h.
- Export the .fcs files and analyze the data as described in steps 5.1 through 5.8. Find the average (AVG) and standard deviation (SD) of the fluorescence ratios for the samples treated with either glucose (Glc) or no glucose (Starved).
NOTE: The data from our Z-factor experiments can be found in Supplemental Table S5.
- Calculate the Z-factor20 statistic using equation (3).
(3)

Figure 1: Diagram of the method for scoring glycosomal pH in live BSF trypanosomes. (A) Depiction of cell lines expressing glycosomally located pHluorin2 sensor. The inclusion of a peroxisomal targeting sequence provides control over the localization. NOTE: We anticipate that elimination of the PTS-1 would lead to cytosolic localization, allowing future analysis of pH in that subcellular compartment. (B) Depiction of the sensor validation assay. Abbreviation: BSF = bloodstream form. Please click here to view a larger version of this figure.
NOTE: The Z-factor statistic is used to determine how suitable an assay is for HTS. Values between 0.5 and 1.0 generally mean the assay quality is acceptable for HTS.