Hydroquinine Possesses Antibacterial Activity, and at Half the MIC, Induces the Overexpression of RND-Type Efflux Pumps Using Multiplex Digital PCR in Pseudomonas aeruginosa
Abstract
:1. Introduction
2. Materials and Methods
2.1. Preparation of Hydroquinine Solution
2.2. Bacterial Strains, Culture Conditions, and Inoculum Preparation
2.3. Minimum Inhibitory Concentrations (MICs) and Minimum Bactericidal Concentrations (MBCs) of Hydroquinine
2.4. Time-Kill Curve of Hydroquinine
2.5. RNA Extraction and cDNA Synthesis
2.6. RNA Sequencing and Transcriptomic Analysis
2.7. Genomic DNA Extraction
2.8. Detection of RND-Type Efflux Pump Genes Using Multiplex Digital PCR (mdPCR)
2.9. Gene Expression Using Multiplex Reverse Transcription Digital PCR (mRT-dPCR)
2.10. Gene Expression Using Quantitative Reverse Transcription PCR (RT-qPCR)
2.11. Statistical Analysis
3. Results
3.1. Hydroquinine Showed MIC and MBC Values against the Bacteria Tested
3.2. Time-Kill Curve of Hydroquinine against Both P. aeruginosa Strains
3.3. Transcriptomic Analysis of P. aeruginosa ATCC27853 in the Stress Condition of Hydroquinine
3.4. All mexB, mexD, and mexY Genes Were Detected in Both P. aeruginosa Genomes Using mdPCR
3.5. Hydroquinine Induces the mRNA Levels of mexD and mexY in Both P. aeruginosa Strains
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Name | Oligonucleotide Sequences (5′ to 3′) | References |
---|---|---|
Primers | ||
MexB F | GATAGGCCCATTTTCGCGTGG | This study |
MexB R | CGATCCCGTTCATCTGCTGC | This study |
MexD F | TCATCAAGCGGCCGAACTTC | This study |
MexD R | GGTGGCGGTGATGGTGATCTG | This study |
MexY F | CGCAACTGACCCGCTACAAC | This study |
MexY R | CGGACAGGCGTTCTTCGAAG | This study |
16s rRNA F | CATGGCTCAGATTGAACGCTG | This study |
16s rRNA R | GCTAATCCGACCTAGGCTCATC | This study |
Probes | ||
MexB | (FAM) CGCCTTGGTGATCATGCTCGCG (BHQ1) | This study |
MexD | (HEX) CTGGCCGGCCTGCTGGTCATTTC (BHQ1) | This study |
MexY | (Texas Red) CGAAGCCATGCAGGCGATGGAGG (BHQ2) | This study |
16s rRNA | (Cy5) CGAGCGGATGAAGGGAGCTTGCTC (BHQ2) | This study |
Microorganisms | MICs of Hydroquinine (µg/mL) | MBCs of Hydroquinine (µg/mL) | Vehicle Control 1 (%v/v) | MICs of CIP 2 (µg/mL) |
---|---|---|---|---|
Gram positive bacteria | ||||
S. aureus ATCC25923 | 1250 | 1250 | >25% | ND |
S. aureus ATCC29213 | 1250 | 2500 | >25% | 0.5 (0.12–0.50) |
Gram negative bacteria | ||||
E. cloacae ATCC2341 | 1250 | 2500 | >25% | ND |
E. coli ATCC2452 | 1250 | 1250 | >25% | ND |
E. coli ATCC25922 | 625 | 1250 | >25% | 0.008 (0.004–0.016) |
K. pneumoniae ATCC1705 | 1250 | 2500 | >25% | ND |
P. aeruginosa ATCC BAA-2108 | 1250 | 5000 | >25% | ND |
P. aeruginosa ATCC27853 | 2500 | 5000 | >25% | 0.5 (0.12–1.00) |
Gene ID | Gene Name | Gene Description | Log2 FC 1 | FDR 2 | p-Value |
---|---|---|---|---|---|
NP_253289 | mexC | Resistance-Nodulation-Cell Division (RND) multidrug efflux membrane fusion protein MexC precursor | 9.47 | 2.56 × 10−19 | 4.79 × 10−23 |
NP_253288 | mexD | Resistance-Nodulation-Cell Division (RND) multidrug efflux transporter MexD | 6.27 | 3.83 × 10−11 | 3.59 × 10−14 |
NP_253287 | oprJ | Multidrug efflux outer membrane protein OprJ precursor | 6.02 | 2.90 × 10−10 | 3.80 × 10−13 |
NP_250709 | mexX | Resistance-Nodulation-Cell Division (RND) multidrug efflux membrane fusion protein MexX precursor | 5.26 | 2.47 × 10−8 | 5.55 × 10−11 |
NP_250708 | mexY | Resistance-Nodulation-Cell Division (RND) multidrug efflux transporter MexY | 4.90 | 9.60 × 10−8 | 2.88 × 10−11 |
Microorganisms/Sample | Positive Partitions (%) | Interpretation | ||
---|---|---|---|---|
mexB | mexD | mexY | ||
S. aureus ATCC25923 | 0.0 | 0.0 | 0.0 | Genes absent |
S. aureus ATCC29213 | 0.0 | 0.0 | 0.0 | Genes absent |
E. cloacae ATCC2341 | 0.0 | 0.0 | 0.0 | Genes absent |
E. coli ATCC2452 | 0.0 | 0.0 | 0.0 | Genes absent |
E. coli ATCC25922 | 0.0 | 0.0 | 0.0 | Genes absent |
K. pneumoniae ATCC1705 | 0.0 | 0.0 | 0.0 | Genes absent |
P. aeruginosa ATCC BAA-2108 | 42.1 | 92.9 | 65.0 | Genes present |
P. aeruginosa ATCC27853 | 87.8 | 83.2 | 43.2 | Genes present |
Non-template control (NTC) | 0.0 | 0.0 | 0.0 | Genes absent |
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Rattanachak, N.; Weawsiangsang, S.; Jongjitvimol, T.; Baldock, R.A.; Jongjitwimol, J. Hydroquinine Possesses Antibacterial Activity, and at Half the MIC, Induces the Overexpression of RND-Type Efflux Pumps Using Multiplex Digital PCR in Pseudomonas aeruginosa. Trop. Med. Infect. Dis. 2022, 7, 156. https://doi.org/10.3390/tropicalmed7080156
Rattanachak N, Weawsiangsang S, Jongjitvimol T, Baldock RA, Jongjitwimol J. Hydroquinine Possesses Antibacterial Activity, and at Half the MIC, Induces the Overexpression of RND-Type Efflux Pumps Using Multiplex Digital PCR in Pseudomonas aeruginosa. Tropical Medicine and Infectious Disease. 2022; 7(8):156. https://doi.org/10.3390/tropicalmed7080156
Chicago/Turabian StyleRattanachak, Nontaporn, Sattaporn Weawsiangsang, Touchkanin Jongjitvimol, Robert A Baldock, and Jirapas Jongjitwimol. 2022. "Hydroquinine Possesses Antibacterial Activity, and at Half the MIC, Induces the Overexpression of RND-Type Efflux Pumps Using Multiplex Digital PCR in Pseudomonas aeruginosa" Tropical Medicine and Infectious Disease 7, no. 8: 156. https://doi.org/10.3390/tropicalmed7080156
APA StyleRattanachak, N., Weawsiangsang, S., Jongjitvimol, T., Baldock, R. A., & Jongjitwimol, J. (2022). Hydroquinine Possesses Antibacterial Activity, and at Half the MIC, Induces the Overexpression of RND-Type Efflux Pumps Using Multiplex Digital PCR in Pseudomonas aeruginosa. Tropical Medicine and Infectious Disease, 7(8), 156. https://doi.org/10.3390/tropicalmed7080156