Cells from four individual donors were treated with BDQ (5 μg/mL) for 18 hr. Differentially expressed genes were identified by mRNAseq. (A) Gene ontology enrichment analysis of genes whose …
Genes whose expression is upregulated in naive macrophages upon BDQ treatment.
FDR < 0.05.
Genes whose expression is downregulated in naive macrophages upon BDQ treatment.
FDR < 0.05.
Genes whose expression is upregulated in BDQr-MTB-infected macrophages upon BDQ treatment.
FDR < 0.05.
Genes whose expression is downregulated in BDQr-MTB-infected macrophages upon BDQ treatment.
FDR < 0.05.
Genes differentially expressed in BDQr-MTB infected macrophages by BDQ.
FDR < 0.05.
Genes differentially expressed in naive macrophages by BDQ.
FDR < 0.05.
Differentially expressed genes both in naive and in BDQr-MTB infected macrophages upon BDQ treatment.
FDR < 0.05.
(A) Cells were treated with various concentrations of BDQ. After 4 hr, 2 and 7 days, cell viability was evaluated with the MTT assay (Trevigen) according to the manufacturer's instructions. (B) …
(A) Amino acid sequence alignment of the ATP synthase c-subunit gene in wild-type (WT) and BDQ-resistant H37Rv strain. The mutation was indicated in red, at position 63. (B) Optical density (OD) …
(A–B) The Glycolytic Rate Assay was performed in heat killed-MTB stimulated macrophages treated with BDQ, in the presence of rotenone/antimycin A (Rot/AA) and 2-deoxy-D-glycose (2-DG), inhibitors of …
(A–B) The Glycolytic Rate Assay was performed in macrophages, in the presence of rotenone/antimycin A (Rot/AA) and 2-deoxy-D-glycose (2-DG), respectively inhibitors of mitochondrial electron …
(A) Heatmap showing differential expression of genes included in the Lysosome KEGG category (p-value<0.05). Each column corresponds to one donor. Data were normalized to determine the log ratio with …
(A) Macrophages were incubated with BDQ (5 μg/mL) for 3 hr, 18 hr and 48 hr. Acid organelles were then labeled with 100 nM LysoTracker DND-99 for 1 hr. The fluorescence intensity was quantified by …
(A) Briefly, cells were untreated, infected with drug-susceptible MTB or BDQr-MTB, or stimulated with LPS (TLR4 agonist), Pam3CSK4 (TLR1/2 agonist) or heat-killed bacteria, and then treated with …
(A) Macrophages were infected with BDQr-MTB and treated with BDQ (1 μg/mL) and PZA. After 7 of days treatment, cells were lysed and bacteria were enumerated by CFU (counted in triplicate). (B) …
(A) Cells were infected with BDQr-MTB and treated with BDQ (1 μg/mL) and RIF, INH or EMB. After 5 days treatment, cells were lysed and bacteria were enumerated by CFU (counted in triplicate). (B) …
(A) Number of differentially-expressed genes upon treatment with commonly used anti-TB drugs relative to untreated control. Briefly, naïve- and hk-MTB-stimulated macrophages were treated with AMK …
Differentially expressed genes in hk-MTB stimulated macrophages upon EMB treatment.
FDR < 0.05.
Differentially expressed genes in hk-MTB stimulated macrophages upon RIF treatment.
FDR < 0.05.
Differentially expressed genes in naive macrophages upon RIF treatment.
FDR < 0.05.
Differentially expressed genes in hk-MTB stimulated macrophages upon PZA treatment.
FDR < 0.05.
Regulated genes naive macrophages upon PZA treatment.
FDR < 0.05.
(A) BDQr-MTB-infected macrophages were incubated with BDQ (5 μg/mL) and different inhibitors of autophagy; bafilomycin (BAF, 100 nM), chloroquine (CQ, 40 μM) and 3-methyladenine (3-MA, 5 mM). After …
(A) Growth of S. Typhimurium and S. aureus in liquid medium in the presence of BDQ (20 μg/mL). (B) Macrophages were incubated with BDQ and then infected with S. Typhimurium or S. aureus. The number …
(A) Macrophages were treated with BDQ for 6, 24 and 48 hr and incubated with TMRM. Fluorescence was quantified by flow cytometry. Oligomycin (OM) is a positive control. (B) Cells were treated as in …
RT-qPCR was performed in order to detect hERG mRNA expression in macrophages, in hERG-transfected and non-transfected HEK293 cells (kind gift from Craig T. January, University of Wisconsin–Madison). …
Basal respiration, ATP production, maximal respiration, respiratory reserve and nonmitochondrial respiration were followed by sequential additions of oligomycin (OM), FCCP, and the inhibitors of …
(A) Representative fluorescence microscopy images of macrophages treated with BDQ for 6 hr and 18 hr, or incubated in HBSS for 1 hr (starvation). Cells were stained with antibody against TFEB (red). …
Specific NAIVE BDQ genes | ||||||
---|---|---|---|---|---|---|
GO category | avg. LogFC | p-value | ||||
Cell division | -0.51 | 8.34E-05 | ||||
Sphingolipid metabolic process | 0.33 | 1.42E-04 | ||||
Angiogenesis | 0.67 | 5.16E-04 | ||||
Spindle | -0.63 | 5.46E-04 | ||||
Lysosomal lumen | 0.35 | 1.21E-04 | ||||
Glycosphingolipid metabolic process | 0.35 | 1.21E-03 | ||||
Response to oxidative stress | 0.49 | 1.26E-03 | ||||
Mitotic cell cycle | -0.58 | 1.29E-03 | ||||
Specific INFECTED BDQ genes | ||||||
GO category | avg. LogFC | p-value | ||||
Endoplasmatic reticulum-Golgi intermediate compartment | -0.38 | 2.90E-07 | ||||
Membrane raft | -0.34 | 4.93E-05 | ||||
Cellular protein metabolic process | -0.35 | 3.32E-04 | ||||
Lipid binding | -0.36 | 4.88E-04 | ||||
Ribonucleoprotein complex binding | -0.37 | 5.17E-04 | ||||
Protein dephosphorylation | -0.34 | 5.43E-04 | ||||
Lysosomal membrane | -0.34 | 6.31E-04 | ||||
Ubiquitin-dependent protein catabolic process | 0.74 | 6.48E-04 | ||||
hk-MTB + PZA | ||||||
---|---|---|---|---|---|---|
GO category | avg. LogFC | p-value | ||||
Integral to lumenal side of endoplasmic reticulum membrane | 0.16 | 2.79E-04 | ||||
Cytokine-mediated signaling pathway | 0.27 | 3.28E-04 | ||||
Interferon-gamma-mediated signaling pathway | 0.21 | 3.56E-04 | ||||
MHC class I receptor activity | 0.16 | 7.82E-04 | ||||
Cytosolic small ribosomal subunit | 0.26 | 7.98E-03 | ||||
MHC class I protein complex | 0.16 | 1.04E-03 | ||||
Regulation of immune response | 0.22 | 1.33E-03 | ||||
Negative regulation of MAPK cascade | 0.20 | 1.34E-03 | ||||
Naïve + RIF | ||||||
GO category | avg. LogFC | p-value | ||||
Mitotic cell cycle | -0.37 | 1.53E-17 | ||||
DNA replication | -0.34 | 2.59E-13 | ||||
Cell cycle checkpoint | -0.36 | 4.98E-10 | ||||
S phase of mitotic cell cycle | -0.32 | 6.29E-10 | ||||
DNA strand elongation involved in DNA replication | -0.33 | 1.88E-09 | ||||
G1/S transition of mitotic cell cycle | -0.36 | 2.02E-09 | ||||
Cell division | -0.34 | 3.96E-09 | ||||
Cell cycle | -0.32 | 2.26E-07 | ||||
hk-MTB + RIF | ||||||
GO category | avg. LogFC | p-value | ||||
Melanosome | 0.26 | 4.09E-07 | ||||
Endoplasmic reticulum unfolded protein response | 0.29 | 7.95E-07 | ||||
Electron carrier activity | 0.23 | 9.11E-07 | ||||
Tissue regeneration | -0.23 | 1.63E-05 | ||||
Response to drug | -0.29 | 2.32E-05 | ||||
NADP binding | 0.22 | 3.07E-05 | ||||
Cellular lipid metabolic process | -0.19 | 4.05E-05 | ||||
Lipid metabolic process | -0.23 | 4.98E-05 | ||||
Reagent type (species) or resource | Designation | Source or reference | Identifiers | Additional information |
---|---|---|---|---|
Buffy coats (Homo sapiens) | PBMC | Etablissement Français du sang (EFS) | ||
Cell line (Homo sapiens) | HEK 293 cell line | Obtained from Dr. Craig T. January, University of Wisconsin–Madison | ||
Cell line (Homo sapiens) | HEK 293 cell line stably expressing hERG | Obtained from Dr. Craig T. January, University of Wisconsin–Madison | ||
Strain, strain background (Mycobacterium tuberculosis) | H37Rv | PMID:12574362 | ||
Strain, strain background (Salmonella Typhimurium) | S. Typhimurium | PMID:25793259 | ||
Strain, strain background (Staphylococcus aureus) | S. aureus | PMID:25793259 | ||
Antibody | Donkey anti- Rabbit Secondary Antibody, Alexa Fluor 555 | Thermo Fisher | Cat. #: A-31572 RRID:AB_162543 | IF (1:500) |
Antibody | Goat anti-Mouse Secondary Antibody, Alexa Fluor 555 | Thermo Fisher | Cat. #: A-21424 RRID:AB_141780 | IF (1:500) |
Antibody | Mouse monoclonal anti-LC3 | MBL | Cat. #: M152-3 RRID:AB_1953013 | IF (1:100) |
Antibody | Rabbit IgG HRP Linked Whole Ab | GE Healthcare | Cat. #: NA934 RRID:AB_2722659 | WB (1:1000) |
Antibody | Rabbit polyclonal anti- α/β-Tubulin | Cell Signaling Technology | Cat. #: 2148S RRID:AB_2288042 | WB (1:1000) |
Antibody | Rabbit polyclonal anti-LC3B | Abcam | Cat. #: Ab48394 RRID:AB_881433 | WB (1:1000) |
Antibody | Rabbit polyclonal anti-SQSTM1/p62 | Cell Signaling Technology | Cat. #: 5114S RRID:AB_10624872 | WB (1:1000) |
Antibody | Rabbit polyclonal anti-TFEB | Thermo Fisher | Cat. #: PA5-65566 RRID:AB_2662642 | IF (1:100) |
Commercial assay or kit | Griess Reaction Assay | Promega | Cat. #: G2930 RRID:SCR_006724 | |
Commercial assay or kit | Illumina TruSeq RNA Sample Preparation kit v2 | Illumina | Cat. #: RS-122-2001/2002 RRID:SCR_010233 | |
Commercial assay or kit | MTT Cell Proliferation Assay kit | Trevigen | Cat. #: 4890–25K RRID:SCR_012449 | |
Commercial assay or kit | PierceTM BCA Protein Assay kit | Thermo Fisher | Cat. #: 23227 | |
Commercial assay or kit | RNeasy Mini kit | Qiagen | Cat. #: 74104 RRID:SCR_008539 | |
Commercial assay or kit | Seahorse XF Cell Mito Stress Test Kit | Agilent Technologies | Cat. #: 103708–100 | |
Commercial assay or kit | Seahorse XF Glycolytic rate Assay kit | Agilent Technologies | Cat. #: 103710–100 | |
Chemical compound, drug | Bedaquiline | Combi-Blocks | Cat. #: QV-7478 | |
Chemical compound, drug | BAPTA-AM | Sigma-Aldrich | Cat. #: A1076 | |
Commercial assay or kit | Image-IT TMRM | Thermo Fisher | Cat. #: I34361 | |
Commercial assay or kit | LysoTracker DND-99 | Thermo Fisher | Cat. #: L7528 | |
Commercial assay or kit | MitoSOX Red | Thermo Fisher | Cat. #: M36008 | |
Commercial assay or kit | MitoTrackerTM Deep Red FM | Thermo Fisher | Cat. #: M22426 | |
Commercial assay or kit | Fluo-8 AM | Abcam | Cat. #: Ab142773 | |
Commercial assay or kit | DQ Green BSA | Thermo Fisher | Cat. #: D12050 | |
Commercial assay or kit | SuperScript III Reverse Transcriptase | Thermo Fisher | Cat. #: 18080093 | |
Commercial assay or kit | Power SYBR Green PCR Master Mix | Thermo Fisher | Cat. #: 4367659 | |
Sequenced-based reagent | RT-qPCR primers | This paper | See Supplementary file 1 | |
Sequenced- based reagent | siRNA: nontargeting control | Dharmacon | Cat. #: D-001810–10- 05 | |
Sequenced-based reagent | siRNA: ON-TARGETplus Human TFEB (7942) siRNA - SMARTpool | Dharmacon | Cat. #: L-009798–00- 0005 | |
Software, algorithm | GraphPad Prism | GraphPad Prism (https://graphpad.com) | RRID:SCR_002798 | Version 7 |
Software, algorithm | ClueGO (Cytospace plug-in) | http://apps.cytoscape.org/apps/cluego | RRID:SCR_005748 | |
Software, algorithm | DESeq2 | https://bioconductor.org/packages/release/ bioc/html/DESeq2.html | RRID:SCR_015687 | Version 1.18.1 |
Software, algorithm | Icy | http://icy.bioimageanalysis.org/download/ | RRID:SCR_010587 | Version 1.0 |
Software, algorithm | Seahorse Wave | http://www.agilent.com/en-us/products/ cell-analysis-(seahorse)/software-download-for- wave-desktop | RRID:SCR_014526 | |
Software, algorithm | ImageJ | http://imagej.nih.gov/ij | RRID:SCR_003070 |
Supplementary materials and methods.
Oligonucleotide sequences.