| Literature DB >> 28591134 |
Charlotte Sahlberg Bang1, Isak Demirel1, Robert Kruse1, Katarina Persson1.
Abstract
Treatment of urinary tract infections is today a challenge due to the increasing prevalence of multidrug-resistant ESBL-producing uropathogenic Escherichia coli (UPEC). There is an urgent need for new treatment strategies for multidrug-resistant UPEC and preferably with targets that have low potential for development of resistance. Carbon monoxide-releasing molecules (CORMs) are novel and potent antibacterial agents. The present study examines the transcriptomic targets of CORM-2 in a multidrug-resistant ESBL-producing UPEC isolate in response to a single exposure to CORM-2 and after repeated exposure to CORM-2. The bacterial viability and minimal inhibitory concentration (MIC) were also examined after repeated exposure to CORM-2. Microarray analysis revealed that a wide range of processes were affected by CORM-2, including a general trend of down-regulation in energy metabolism and biosynthesis pathways and up-regulation of the SOS response and DNA repair. Several genes involved in virulence (ibpB), antibiotic resistance (marAB, mdtABC) and biofilm formation (bhsA, yfgF) were up-regulated, while some genes involved in virulence (kpsC, fepCEG, entABE), antibiotic resistance (evgA) and biofilm formation (artIP) were down-regulated. Repeated exposure to CORM-2 did not alter the gene expression patterns, the growth inhibitory response to CORM-2 or the MIC values for CORM-2, cefotaxime, ciprofloxacin and trimethoprim. This study identifies several enriched gene ontologies, modified pathways and single genes that are targeted by CORM-2 in a multidrug-resistant UPEC isolate. Repeated exposure to CORM-2 did not change the gene expression patterns or fold changes and the susceptibility to CORM-2 remained after repeated exposure.Entities:
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Year: 2017 PMID: 28591134 PMCID: PMC5462378 DOI: 10.1371/journal.pone.0178541
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
ESBL-producing E. coli genes associated with defence, stress response or repair that are differentially expressed following exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO).
| Gene | Fold change | Fold change | Gene product |
|---|---|---|---|
| symbol | First exposure | 20x pre-exposed | |
| CORM-2 vs | CORM-2 vs | ||
| first exposure | 20x pre-exposed | ||
| vehicle | vehicle | ||
| 2920.4 | 2409.3 | heat shock protein | |
| 1424.7 | 1292.7 | heat shock chaperone | |
| 138.9 | 197.5 | periplasmic ATP-independent protein refolding chaperone | |
| 86.5 | 48.5 | S-formylglutathione hydrolase | |
| 71.5 | 158.7 | zinc resistance protein | |
| 49.5 | 49.4 | superoxide response regulon transcriptional activator; autoregulator | |
| 48.5 | 55.2 | psp operon transcription co-activator | |
| 48.5 | 52.8 | psp operon transcription co-activator | |
| 39.9 | 64.8 | phage shock protein G | |
| 36.1 | 36.4 | protein refolding molecular co-chaperone Hsp90, heat-shock protein | |
| 29.9 | 27.2 | cadmium and peroxide resistance protein | |
| 29.4 | 34.9 | protein disaggregation chaperone | |
| 29.2 | 27.2 | chaperone Hsp70; DNA biosynthesis | |
| 28.5 | 21.0 | chaperone with DnaK; heat shock protein | |
| 27.8 | 25.7 | heat shock protein, integral membrane protein | |
| 18.0 | 21.6 | regulatory protein for phage-shock-protein operon | |
| 14.8 | 13.9 | heat shock protein hslVU, ATPase subunit | |
| 13.7 | 12.5 | anaerobic nitric oxide reductase DNA-binding transcriptional activator | |
| 10.0 | 10.7 | isc operon transcriptional repressor; suf operon transcriptional activator | |
| 8.6 | 11.6 | heat shock protein | |
| 8.4 | 6.4 | heat shock protein Hsp33 | |
| 8.3 | 10.4 | RNA polymerase, sigma | |
| 7.9 | 9.0 | Phe-Phe periplasmic metalloprotease, OM lipoprotein | |
| 7.2 | 4.9 | putative aminotransferase | |
| 6.9 | 7.6 | GroEL, chaperone Hsp60, peptide-dependent ATPase | |
| 4.6 | 4.4 | GroES, chaperone binds to Hsp60 | |
| 3.6 | 4.3 | NADH:flavorubredoxin oxidoreductase | |
| -108.5 | -42.6 | stress response acid-resistance protein | |
| -38.9 | -25.0 | response regulator in two-component regulatory system with EvgS | |
| -30.9 | -24.5 | glutamate decarboxylase B, PLP-dependent | |
| -17.6 | -16.4 | acid resistance regulon transcriptional activator | |
| -16.6 | -8.6 | periplasmic copper- and silver-binding protein | |
| -10.9 | -8.0 | glutamate decarboxylase A, PLP-dependent | |
| -5.3 | -4.0 | DNA alkylation damage repair protein | |
| -4.2 | -4.3 | catalase HPII | |
| -2.2 | -2.6 | catalase HPI |
n = 4
a also represented in virulence, Table 4
b significant difference between first exposure and 20x pre-exposure
c also represented in antibiotic resistance, Table 5
Differentially expressed genes of ESBL-producing E. coli following exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO).
| Gene | Fold change | Fold change | Gene product |
|---|---|---|---|
| symbol | First exposure | 20x pre-exposed | |
| CORM-2 vs | CORM-2 vs | ||
| first exposure | 20x pre-exposed | ||
| vehicle | vehicle | ||
| 22.5 | 25.6 | DNA polymerase II | |
| 13.9 | 15.6 | suppressor of lon; inhibits cell division and ftsZ ring formation | |
| 13.6 | 14.2 | DNA strand exchange and renaturation, DNA-dependent ATPase | |
| 12.5 | 15.3 | DNA damage-inducible protein regulated by LexA | |
| 11.8 | 17.6 | damage-inducible protein I | |
| 11.4 | 13.0 | protein used in recombination and DNA repair | |
| 10.2 | 14.5 | SOS mutagenesis; error-prone repair | |
| 9.1 | 10.3 | SOS mutagenesis and repair | |
| 8.2 | 10.8 | regulator for SOS | |
| 3.8 | 3.8 | Holliday junction helicase subunit A | |
| 3.8 | 2.9 | DNA-dependent ATPase I and helicase II | |
| 2.5 | 3.3 | Holliday junction helicase subunit B | |
| 2.6 | 2.5 | excision nuclease subunit A | |
| 2.1 | 2.4 | DNA repair; excision nuclease subunit B | |
| 21.3 | 18.2 | inner membrane protein regulated by LexA | |
| 5.2 | 6.1 | damage-inducible protein P; putative tRNA synthetase | |
| 25.2 | 25.8 | formamidopyrimidine/5-formyluracil/ 5-hydroxymethyluracil DNA glycosylase | |
| 7.5 | 5.7 | ssDNA and dsDNA binding, ATP binding | |
| 3.2 | 3.5 | G/U mismatch-specific DNA glycosylase | |
| -3.0 | -2.3 | deoxyribodipyrimidine photolyase | |
| -2.9 | -2.6 | DNA repair system specific for alkylated DNA | |
| -2.6 | -2.0 | uracil-DNA-glycosylase | |
| 2.9 | 2.4 | stringent starvation protein B | |
| 2.3 | 2.0 | regulator of transcription; stringent starvation protein A | |
| -22.9 | -19.2 | putative carbon starvation protein | |
| -8.2 | -7.1 | outer membrane protein induced after carbon starvation | |
| -3.3 | -2.3 | induced by phosphate starvation | |
| -2.9 | -2.7 | starvation sensing protein | |
Presented genes are derived from significant enrichment in the gene ontologies cell communication, SOS response, cellular response to external stimulus, cellular response to extracellular stimulus, response to extracellular stimulus, cellular response to DNA damage stimulus, DNA repair or cellular response to stress. n = 4
a also represented in virulence
ESBL-producing E. coli genes associated with the functional category virulence that are differentially expressed following exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO).
| Gene | Fold change | Fold change | Gene product |
|---|---|---|---|
| symbol | First exposure | 20x pre-exposed | |
| CORM-2 vs | CORM-2 vs | ||
| first exposure | 20x pre-exposed | ||
| vehicle | vehicle | ||
| 2920.4 | 2409.3 | heat shock protein | |
| 13.6 | 14.2 | DNA strand exchange and renaturation, DNA-dependent ATPase | |
| 9.9 | 10.6 | repressor for bhsA | |
| 8.2 | 6.2 | periplasmic serine protease Do; heat shock protein HtrA | |
| 7.5 | 8.8 | activator, hydrogen peroxide-inducible genes | |
| 7.2 | 7.0 | outer membrane fluffing protein | |
| 6.6 | 6.6 | Thr/Ser kinase involved in Cpx stress response | |
| 4.8 | 3.3 | flagellar protein flhE precursor | |
| 4.7 | 3.3 | secreted auto transporter toxin | |
| 4.6 | 5.0 | host factor I for bacteriophage Q beta replication | |
| 2.9 | 3.0 | putative part of export apparatus for flagellar proteins | |
| 2.6 | 2.5 | sensitivity to microcin B17, possibly envelop protein | |
| 2.3 | 3.1 | protein disulfide isomerase I | |
| -18.5 | -14.6 | ferric enterobactin transport protein fepE | |
| -16.9 | -21.7 | KpsC protein | |
| -16.4 | -13.5 | outer membrane protein W precursor | |
| -11.7 | -22.3 | carbamoyl-phosphate synthetase, glutamine | |
| -10.3 | -10.6 | carbamoyl-phosphate synthase large subunit | |
| -10.1 | -9.2 | outer membrane protein 3b | |
| -9.7 | -14.1 | putative periplasmic binding protein | |
| -8.1 | -7.3 | IucA protein | |
| -7.7 | -3.9 | D-3-phosphoglycerate dehydrogenase | |
| -7.1 | -6.3 | IucB protein | |
| -6.9 | -13.4 | tryptophan synthase, beta protein | |
| -6.8 | -10.4 | dihydro-orotate dehydrogenase | |
| -6.5 | -11.1 | ferric enterobactin transport protein | |
| -6.5 | -5.6 | O-antigen ligase | |
| -6.3 | -6.1 | IucC protein | |
| -6.0 | -8.5 | PapX protein | |
| -5.3 | -7.5 | regulator of flagellar biosynthesis | |
| -5.2 | -6.0 | 2,3-dihydro-2,3-dihydroxybenzoate dehydrogenase | |
| -5.1 | -5.6 | ATP-binding component of ferric enterobactin transport | |
| -5.0 | -6.2 | 2,3-dihydro-2,3-dihydroxybenzoate synthetase | |
| -4.6 | -6.4 | putative sensor for regulator EvgA | |
| -4.6 | -6.2 | 2,3-dihydroxybenzoate-AMP ligase | |
| -4.0 | -4.8 | putative permease of iron compound ABC transport | |
| -3.1 | -3.7 | outer membrane heme/hemoglobin receptor | |
| -3.0 | -3.3 | curli production assembly/transport component | |
| -2.4 | -2.1 | lipopolysaccharide core biosynthesis |
n = 4
a also represented in defence, stress response or repair, Table 7
b also represented in all enriched ontologies, Table 2
ESBL-producing E. coli genes associated with the functional category antibiotic resistance that are differentially expressed following exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO).
| Gene | Fold change | Fold change | Gene product |
|---|---|---|---|
| symbol | First exposure | 20x pre-exposed | |
| CORM-2 vs | CORM-2 vs | ||
| first exposure | 20x pre-exposed | ||
| vehicle | vehicle | ||
| 43.9 | 31.4 | multiple antibiotic resistance transcriptional regulator | |
| 42.4 | 47.4 | multidrug efflux system, subunit A | |
| 37.8 | 33.1 | multiple antibiotic resistance protein; repressor of mar operon | |
| 29.5 | 21.0 | multiple antibiotic resistance protein | |
| 16.0 | 17.4 | multidrug efflux system, subunit B | |
| 9.7 | 7.1 | aminoglycoside/multidrug efflux system | |
| 6.7 | 5.1 | multidrug-efflux transport protein | |
| 5.6 | 8.8 | multidrug efflux system, subunit C | |
| 3.8 | 4.1 | heat-inducible lipoprotein involved in novobiocin resistance | |
| 3.1 | 3.5 | nitroreductase A, modulator of drug activity A | |
| 2.4 | 2.2 | DNA gyrase subunit B, type II topoisomerase | |
| 2.0 | 2.0 | response regulator in two-component regulatory system with RcsC and YojN | |
| -38.9 | -25.0 | response regulator in two-component regulatory system with EvgS | |
| -5.3 | -4.2 | anaerobic multidrug efflux transporter | |
| -2.5 | -2.8 | tellurite, selenium resistance protein |
n = 4
a also represented in defence, stress response or repair, Table 7
Enriched gene ontologies, common for both first-time exposed and 20 times repeated exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO) in ESBL-producing E. coli.
| GO ID | GO term | Adjusted p-value | Count in selection | Count in total | No of genes up-/down-regulated |
|---|---|---|---|---|---|
| 7154 | cell communication | 0.000 | 16 | 24 | +16 |
| 9432 | SOS response | 0.000 | 16 | 24 | +16 |
| 71496 | cellular response to external stimulus | 0.000 | 16 | 24 | +16 |
| 31668 | cellular response to extracellular stimulus | 0.000 | 16 | 24 | +16 |
| 9991 | response to extracellular stimulus | 0.000 | 22 | 41 | +18/-4 |
| 6113 | fermentation | 0.005 | 17 | 33 | +6/-11 |
| 6974 | cellular response to DNA damage stimulus | 0.01 | 20 | 45 | +17/-3 |
| 6281 | DNA repair | 0.01 | 20 | 45 | +17/-3 |
| 33554 | cellular response to stress | 0.01 | 22 | 52 | +19/-3 |
Single experiment pathway analysis of ESBL-producing E. coli gene entities.
| Fold change | ||||
|---|---|---|---|---|
| Common in CORM-2 vs vehicle | ||||
| Pathway | p-value | Matched | Pathway | No of genes |
| entities | entities | up-/down-regulated | ||
| glycolysis I (from glucose-6P) | 0.045 | 2 | 16 | -2 |
| glycolysis II (from fructose-6P) | 0.045 | 2 | 3 | -2 |
| gluconeogenesis I | 0.083 | 2 | 14 | -2 |
| glucose and xylose degradation | 0.003 | 4 | 6 | -3/+1 |
| mixed acid fermentation | 0.002 | 3 | 3 | -1/+1 |
| superpathway of N-acetylneuraminate degradation | 0.003 | 4 | 6 | -4 |
| superpathway of 5-aminoimidazole ribonucleotide biosynthesis | 0.083 | 2 | 4 | -2 |
| superpathway of chorismate metabolism | 0.079 | 6 | 24 | -5/+1 |
| superpathway of histidine, purine and pyrimidine biosynthesis | 0.043 | 4 | 12 | -4 |
| superpathway of lysine degradation | 0.017 | 2 | 11 | -2 |
| superpathway of phenylalanine, tyrosine and tryptophan biosynthesis | 0.050 | 3 | 7 | -3 |
| superpathway of pyrimidine deoxyribonucleotides de novo biosynthesis | 0.045 | 2 | 15 | -1/+1 |
| superpathway of tryptophan biosynthesis | 0.050 | 3 | 7 | -3 |
| tryptophan biosynthesis | 0.002 | 3 | 9 | -3 |
Presented pathways are affected following exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO).
a part of protein complex
ESBL-producing E. coli genes associated with the functional category biofilm that are differentially expressed following exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO).
| Gene | Fold change | Fold change | Gene product |
|---|---|---|---|
| symbol | First exposure | 20x pre-exposed | |
| CORM-2 vs | CORM-2 vs | ||
| first exposure | 20x pre-exposed | ||
| vehicle | vehicle | ||
| 191.8 | 242.8 | biofilm, cell surface and signalling protein | |
| 93.7 | 100.2 | diguanylate cyclase, zinc-sensing | |
| 19.7 | 31.3 | biofilm regulator | |
| 13.3 | 16.5 | pheromone autoinducer 2 | |
| 5.8 | 5.8 | DUF1471 family putative periplasmic protein | |
| 5.3 | 4.6 | cyclic-di-GMP phosphodiesterase | |
| 2.4 | 2.4 | adhesin | |
| -5.1 | -7.1 | ATP-binding component of arginine transport system | |
| -3.7 | -3.8 | regulator of cellulose synthase, cyclic di-GMP binding | |
| -2.9 | -3.1 | arginine transport system, periplasmic binding protein | |
| -2.2 | -2.9 | curli production assembly/transport component |
n = 4
Quantitative real-time PCR data for ESBL-producing E. coli genes following exposure to CORM-2 (250 μM) versus vehicle (2.5% DMSO).
| Gene | First exposure | 20x pre- exposed | Gene product |
|---|---|---|---|
| symbol | CORM-2 vs | CORM-2 vs | |
| first exposure | 20x pre-exposed | ||
| vehicle | vehicle | ||
| Fold change ± | Fold change ± | ||
| SEM | SEM | ||
| 26 ± 4.5 | 30 ± 5.9 | multiple antibiotic resistance transcriptional regulator | |
| 24 ± 4.1 | 24 ± 4.9 | multiple antibiotic resistance protein | |
| 40 ± 3.8 | 41 ± 18 | multiple antibiotic resistance protein; repressor of mar operon | |
| 240 ± 21 | 370 ± 59 | multidrug efflux system, subunit A | |
| 105 ± 32 | 170 ± 18 | multidrug efflux system, subunit B | |
| -1.2 ± 1.4 | -0.37 ± 0.84 | periplasmic copper- and silver-binding protein | |
| -0.72 ± 1.0 | 0.24 ± 0.91 | stress response acid-resistance protein |
n = 3
a significant difference between first exposure and 20x pre-exposure
MIC values for CORM-2, ciprofloxacin, cefotaxime and trimethoprim for ESBL-producing E. coli isolate 7, uropathogenic UPEC isolate 2 or non-pathogenic MG1655 in response to first-time exposure to CORM-2 and after 10 or 20 times pre-exposure to CORM-2 (250 μM) or vehicle (2.5% DMSO).
| Antibiotic susceptibility testing, MIC values | |||||
|---|---|---|---|---|---|
| First exposure CORM-2 | 10x CORM-2 | 10x vehicle | 20x CORM-2 | 20x vehicle | |
| 500 | 500 | 500 | 500 | 500 | |
| 500 | 500 | 500 | 500 | 500 | |
| 500 | 500 | 500 | 500 | 500 | |
| Breakpoint | |||||
| 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | |
| 0.031 | 0.031 | 0.031 | 0.031 | 0.031 | |
| 0.031 | 0.031 | 0.031 | 0.031 | 0.031 | |
| Breakpoint | |||||
| >32 | >32 | >32 | >32 | >32 | |
| 0.062 | 0.062 | 0.062 | 0.062 | 0.062 | |
| 0.062 | 0.062 | 0.062 | 0.062 | 0.062 | |
| Breakpoint | |||||
| >32 | >32 | >32 | >32 | >32 | |
| 0.25 | 0.25 | 0.25 | 0.25 | 0.25 | |
| 0.5 | 0.5 | 0.5 | 1 | 1 | |
| Breakpoint | |||||
Abbreviations: ciprofloxacin (CIP), cefotaxime (CTX), trimethoprim (TMP)
a Clinical MIC breakpoint for Enterobacteriaceae set by the SRGA and the European Committee on Antimicrobial Susceptibility Testing (EUCAST). S, susceptibility/ R, resistant. -, No clinical breakpoint.