1. Cell culture and transfections
SU-DHL-4 and OCI-LY-1 DLBCL cell lines were kindly provided by Dr. Anthony Letai (Dana Farber Cancer Institute, Boston, Massachusetts, USA). H929 cells were purchased from DSMZ (Braunschweig, Germany). OCI-LY-1 cells were cultured in suspension in Iscove modified Dulbecco’s medium (IMDM, Life Technologies, Brussels, Belgium). SU-DHL-4 and H929 cells were cultured in suspension in Roswell Park Memorial Institute (RPMI-1640) medium (Life Technologies, Brussels, Belgium). Mito-primed seminal vesicle epithelial cells (SVECs) were kindly obtained from Prof. Stephen Tait.(23) All media were supplemented with 10% fetal bovine serum (FBS, Life Technologies), 2% GlutaMAX™ Supplement (Life Technologies, Brussels, Belgium) and 2% penicillin/streptomycin (Life Technologies, Brussels, Belgium). Cultures were incubated at 37°C and 5% CO2, and sterile conditions were maintained at all times. Cells were validated through STR profiling and were cultured in mycoplasma-free conditions, whereby cell cultures were monitored once every two weeks for mycoplasma infection. Research with human cell lines was approved by ethical committee UZ Leuven (S63808).
2. Transfection
Twenty-four hours after seeding, OCI-LY-1 cells were transfected using the Amaxa® Cell Line Nucleofector® Kit L (Lonza, Basel, Switzerland), program C-05 as previously described(46). Cells were briefly transfected with the constructs described below and collected at 18 hours posttransfection to use in experiments and to confirm transfection via western blot.
3. Reagents, antibodies and constructs
The following reagents were used in this study. EGTA (Acros Organics, Geel, Belgium, 409910250), dimethyl sulfoxide (DMSO, Sigma-Aldrich, Overijse, Belgium), Fura-2-AM (Life Technologies, Carlsbad, CA, USA, F1221), 2-DG (Sigma-Aldrich, Overijse, Belgium; purity ≥ 98%), 1,2-Bis-(o-Aminophenoxy)-ethane-N,N,N’,N’-tetraacetic acid, tetraacetoxymethyl ester (BAPTA-AM, Life Technologies, Brussels, Belgium), 5,5’,6,6’-Tetrafluoro-BAPTA-AM (Interchim, Montluçon, France), 5,5’-difluoro-BAPTA-AM and 5,5’-dimethyl-BAPTA-AM (Sigma Aldrich, Overijse, Belgium), S63845 (Gentaur, Kampenhout, Belgium), venetoclax (ABT-199, Active Biochem, Kowloon, Hong Kong), A1155463 (Selleck Chemicals, Houston, USA), Z-Val-Ala-DL-Asp(OMe)-fluoromethylketone (ZVAD-(OMe)-FMK, ABCAM, Cambridge, UK) cycloheximide (C7698, Sigma-Aldrich, Overijse, Belgium), AZ PFKFB3 67 (Bio-techne, Abingdon, UK).
In addition to BAPTA itself, three different BAPTA analogs were used in this study: tetrafluoro-BAPTA (TF-BAPTA), difluoro-BAPTA (DF-BAPTA) and dimethyl-BAPTA (DM-BAPTA) (Fig. 1). The value of EGTA reported is obtained at pH 7.4 and 20°C. Whereas placing fluor groups on the benzene ring of BAPTA (para- position, or meta- and para- positions, for DF-BAPTA and TF-BAPTA, respectively) severely reduces the affinity for binding Ca2+, methyl groups (para position) augment the Ca2+-chelating properties of BAPTA. All of the Ca2+ chelators used in this study were introduced into the cells as acetoxymethyl esters using standard loading procedures.
The following primary antibodies were used in this study: anti-Mcl-1 (4572, Cell Signaling Technology), anti-Bcl-XL (MA5-15142, Invitrogen), anti-Bcl-2 HRP (sc-7382, Santa Cruz), anti-vinculin (V9131, Sigma Aldrich), anti-P-p70S6K (9234S, Cell Signaling Technology), anti-p70S6K (9202S, Cell Signaling Technology), anti-GFP, anti-PARP (9542S, Cell Signaling Technology), and anti-β actin (A5441, Sigma Aldrich).
The pcDNA3.1 vector bearing the sequence of the nondegradable human gene Mcl-1 with mutated ubiquitination sites, referred to as Mcl-1K/R was kindly provided by Professor Marc Diederich(47). Corresponding empty control plasmids were used in parallel. pcDNA3.1-hMcl-1 was a gift from Roger Davis (Addgene plasmid 25375, Cambridge, MA, USA) and is indicated in the text as WT Mcl-1. Bcl-XL overexpression was achieved using a pcDNA3.1(+) vector encoding human Bcl-XL.
The Mcl-1 5’UTR sequence inserted into the pcDNA3.1 plasmid to generate a GFP reporter construct was GCGGCCGCGCAACCCTCCGGAAGCTGCCGCCCCTTTCCCCTTTTATCGGAATACTTTTTTTAAAAAAAAAGAGT
TCGCTGGCGCCACCCCGTAGGACTGGCCGCCCTAAAAGTGATAAAGGAGCTGCTCGCCACTTCTCACTTCCGCT
TCCTTCCAGTAAGGAGTCGGGGTCTTCCCCAGTTTTCTCAGCCAGGCGGCGGACTGGCAGAATTC. A scrambled
Mcl-1 5’UTR sequence served as a negative control: GCGGCCGCAGTTTTTAGTACAGCAGCCCCCCATAACGGCGCCGCCTAGCGCTCAGTAGTCTTTTAGGCGTTGGG
AACAGTGCTGCACGATAGGGTCGTCTCCAGCGGGCCATTGTTGCATACACCATACCGCTGGCGTTATCCCTGTG
CATCCGGGCTCATCCGCCAACCTGGTACCACTAGCATCTTATCCCAAAGGGCCGACCATTTCCCACGGAATTC.
4. Apoptosis assay
Cells (5 × 105 cells/ml) were treated as indicated in the Results, pelleted by centrifugation, and incubated with annexin V-FITC/7-AAD or annexin V-APC in the presence of annexin V binding buffer. Cell suspensions were analyzed with an Attune® Acoustic Focusing Flow Cytometer (Applied Biosystems). Cell death by apoptosis was scored by quantifying the population of annexin V-FITC-positive cells (blue laser; BL-1) or annexin V-APC-positive cells (red laser; RL-1). Flow cytometric data were plotted and analyzed using FlowJo software (version 10).
5. RNA extraction and PCR analysis
Cells were harvested and centrifuged for 5 minutes at 500 × g. RNA was extracted using the HighPure RNA Isolation kit (Roche, Mannheim, Germany; # 11828665001) according to the manufacturer’s protocol. cDNA was prepared using the High Capacity cDNA Reverse Transcription kit (Applied Biosystems, Brussels, Belgium; # 4368814) according to the manufacturer’s protocol. mRNA was amplified using GoTaq Green master mix (Promega, Leiden, The Netherlands; # M7112) and specific primers for the mRNA of interest (IDT, Leuven, Belgium) and separated on a 2.5% Ultrapure agarose (Invitrogen, # 16500-500) gel containing 0.005% EtBr (Invitrogen, # 15585-011).
6. Western blot analysis
Cells were washed with phosphate-buffered saline and incubated at 4°C with lysis buffer (20 mM Tris − HCl (pH 7.5), 150 mM NaCl, 1.5 mM MgCl2, 0.5 mM dithiothreitol, 1% Triton-X-100, and one tablet of complete EDTA-free protease inhibitor (Thermo Scientific, Brussels, Belgium)) for 30 minutes. Cell lysates were centrifuged for 5 minutes at 12000 × g and analyzed by Western blotting as previously described(48). Western blot quantification was performed using Image Lab 5.2 software.
7. Cytosolic Ca2+ measurements
OCI-LY-1 cells were seeded in poly-L-lysine-coated 96-well plates (Greiner Bio One, Vilvoorde, Belgium) at a density of 5 × 105 cells/ml. The cells were loaded for 30 minutes with 1.25 µM Fura-2-AM at 25°C in modified Krebs solution, followed by a 30- minute treatment with the compounds of interest. Fluorescence was monitored on a FlexStation 3 microplate reader (Molecular Devices, Sunnyvale, CA, USA) by alternately exciting the Ca2+ indicator at 340 and 380 nm and collecting emitted fluorescence above 510 nm, as described previously(49).
8. Live cell imaging
OCI-LY-1 cells (5 x 106) were transfected with a pcDNA3.1 plasmid bearing either the CMV 5’ UTR, a scrambled Mcl-1 5’ UTR or the original 5’ UTR. All vectors expressed GFP, and both cell confluence and GFP intensity were measured. Following transfection, the cells were incubated in the IncuCyte® Live Cell Analyzer, and microscopic pictures (Nikon 10x objective) were taken every two hours. After four hours, the cells were treated with 10 µM pan-caspase inhibitor ZVAD-OMe-FMK and 30 minutes later with 10 µM vehicle, TF-BAPTA-AM or BAPTA-AM. The cell plate was subsequently placed in IncuCyte® for another 20 hours.
9. Metabolic flux analysis
Glycolysis was measured with the Seahorse Glycolysis Stress Test on a Seahorse XFe24 Analyzer (Agilent Technologies, Heverlee, Belgium), which determines the extracellular acidification rate (ECAR) as a measure of glycolytic activity. OCI-LY-1 cells (5 × 105 cells/ml) were pretreated for 1 hour in Seahorse Seahorse XF base medium supplemented with glutamine (103334-100, Agilent Technologies, Heverlee, Belgium) in a CO2-free incubator. After pretreatment, the ECAR was measured after the subsequent addition of glucose (10 mM final concentration), oligomycin (1 µM final concentration) and 2-deoxyglucose (2-DG, 50 mM final concentration) to assess normal glycolytic activity, maximal glycolytic activity and the nonglycolytic acidification level, respectively. Afterwards, protein concentrations in each well were measured using the BCA assay and used for normalization.
10. Extracellular lactate assay
OCI-LY-1 cells (5 x 105 cells/ml) were washed twice in prewarmed PBS and resuspended in Seahorse XF base medium supplemented with glutamine (103334-100, Agilent Technologies, Heverlee, Belgium). Cells were treated with compounds of interest as indicated, and glucose (10 mM) was added 30 minutes after treatment. Extracellular lactate was measured according to the manufacturer’s protocol using the Lactate-Glo™ Assay kit (J5021, Promega, Leiden, The Netherlands).
11. Tracer metabolomics analysis
OCI-LY-1 cells were seeded at 3 x 105 cells/ml in IMDM without glucose (AL230A, HiMedia, Mumbai, India) and supplemented with 4.5 mg/ml 13C or 12C glucose, 10% dialyzed FBS (A3382001, Thermo Scientific, Brussels, Belgium) and 2% penicillin/streptomycin (Life Technologies, Brussels, Belgium). After 24 hours, the cells were treated with vehicle or the indicated compound. One hour later, the cells were centrifuged at 1500 x g for 5 minutes at 4°C, washed with 1 ml of ice-cold NaCl (150 mM in H2O) and again centrifuged under the same conditions. Subsequently, the washing solution was removed, and 150 µL of extraction buffer (80% MeOH at − 80°C) was added using a precooled pipet tip. Cells were vortexed until the pellet was completely dissolved. The solution was centrifuged at 20 000 x g for 15 minutes at 4°C, the supernatant was used for further analysis, and the protein pellet was used to measure the protein concentration (BCA assay).
Ten microliters of each supernatant sample was loaded into a Dionex UltiMate 3000 LC System (Thermo Scientific Bremen, Germany) equipped with a C-18 column (Acquity UPLC -HSS T3 1. 8 µm; 2.1 x 150 mm, Waters) coupled to a Q Exactive Orbitrap mass spectrometer (Thermo Scientific) operating in negative ion mode. A step gradient was carried out using solvent A (10 mM TBA and 15 mM acetic acid) and solvent B (100% MeOH). The gradient started with 0% solvent B and 100% solvent A and remained at 0% B until 2 minutes post injection. A linear gradient to 37% B was carried out until 7 minutes and increased to 41% until 14 minutes. Between 14 and 26 minutes, the gradient increased to 100% B and remained at 100% B for 4 minutes. At 30 minutes, the gradient returned to 0% B. The chromatography was stopped at 40 minutes. The flow was kept constant at 250 µL/min, and the column was placed at 25°C throughout the analysis. The MS operated in full scan mode (m/z range: [70–1050]) using a spray voltage of 3.2 kV, capillary temperature of 320°C, sheath gas at 10.0, and auxiliary gas at 5.0. The AGC target was set at 3e6 using a resolution of 140.000, with a maximum IT fill time of 512 ms. Data collection was performed using Xcalibur software (Thermo Scientific). The data analysis was performed by integrating the peak areas (El-Maven – Polly - Elucidata).
12. PFKFB3 kinase activity assay
Biochemical Assay Principle: PFKFB3 enzyme activity was estimated by calculating the amount of ADP generated in a kinase reaction. ADP generation was measured using an ADP Glo kit (Promega, Leiden, The Netherlands) with no deviation from the recommended protocol.
Kinase activity assay: PFKFB3 kinase activity was measured according to a published protocol with slight modifications.(26) Briefly, 2X base buffer was prepared as a standard for all kinase reactions. This buffer contained 100 mM HEPES (pH 7.5), 200 mM KCl, 10 mM MgCl2, 8 mM dithiothreitol, 0.02% Triton X100, 0.02% BSA and 4 mM fructose 6-phosphate. Immediately prior to starting the assay, kinase enzyme was added to the base buffer at a 2X concentration of 40 nM. Each well with PFKFB3 enzyme received 2 µL of the 2X enzyme/base buffer solution. Compounds of interest (1 µL) were added, followed by a 30-minute preincubation. Next, 1 µL containing 80 ATP µM was added (giving a final concentration of 20 µM ATP, 2 mM fructose 6-phosphate and 20 mM enzyme) to start the reaction. The kinase reaction was stopped after two hours by adding 4 µL of ADP-Glo Reagent. One hour later, 8 µL of ADP-Glo Detection Reagent was added. After an additional hour, a PerkinElmer Envision® with an enhanced luminescence module was used to measure the luminescence signal generated in each well. For background subtraction, wells receiving ATP but enzyme-free base buffer and without compound addition were used. To verify the potential effect of compounds on the ADP-Glo kit enzymes (counter assay), wells with compounds received enzyme-free base buffer.
13. Molecular docking
The PFKFB3 protein structure in dimeric form was retrieved from the PDB (3qpv)(50) and prepared for docking using the protonate3D functionality implemented in MOE (Molecular Operating Environment (MOE), 2020.09 Chemical Computing Group ULC, 1010 Sherbooke St. West, Suite #910, Montreal, QC, Canada, H3A 2R7, 2022.). The BAPTA (and EGTA) ligand was also modeled in MOE using the mmff94x forcefield as a deprotonated ligand. FTmap was used to identify the potential ligand binding sites both in the monomer and at the dimer interface. Each site was next used for docking of the BAPTA ligand using GOLD with standard parameters.(51) The docking score was calculated using the GOLDfitness score. Induced fit docking was performed on the top scoring pockets using MOE, and the free energy of binding of the ligand to the receptor was calculated using the GBVI/WSA method (Molecular Operating Environment (MOE), 2020.09 Chemical Computing Group ULC, 1010 Sherbooke St. West, Suite #910, Montreal, QC, Canada, H3A 2R7, 2022).
14. Statistical analysis
All statistical tests were performed using Prism 7 (GraphPad, La Jolla, CA, USA). Two-group comparisons were made using Student′s t-test assuming equal variances. Multiple groups were analyzed by one-way ANOVA with Greenhouse-Geisser corrections and P-values were included. Unless otherwise indicated, all data are presented as the mean ± S.D. with a significant P-value (* P < 0.05, ** P < 0.01, *** P < 0.001, **** P < 0.0001).