Demographics and clinical data analysis.
Demographics and clinical features of the four patients included in this study are summarized in Fig. 1 and Table 1.
Table 1
Demographics, clinical, epidemiological and microbiological data of the patients and the Escherichia coli isolates.
Patient
|
Sex
|
Age
|
Source
|
Dose regimen
|
Treatment duration (days)
|
Isolates
|
MLST
|
Resistance phenotype
|
Resistance genotype
|
#1
|
Male
|
63
|
Pancreatic abscess
|
P/T dosed 4 g/0.5 g IV (extended-infusion 4 h)a
|
12
|
AEC-11
|
162
|
AMP, TIC, PIP, CIP, LEV, TMP-SXT
|
blaTEM−1, tet(B), sul2, dfrA17, aadA5, aph(6)-ld, aph(3”)-lb
|
AEC-51
|
162
|
AMP, AMC, TIC, TCC, PIP, P/T, CIP, LEV, TMP-SXT
|
blaTEM−1, tet(B), sul2, dfrA17, aadA5, aph(6)-ld, aph(3”)-lb
|
#2
|
Female
|
66
|
Post-surgical intraabdominal abscess
|
P/T dosed 4 g/0.5 g IV (extended-infusion 4 h)a
|
18
|
AEC-15
|
48
|
AMP, TIC, PIP
|
blaTEM−1, tet(A)
|
AEC-24
|
48
|
AMP, AMC, TIC, TCC, PIP, P/T
|
blaTEM−1, tet(A)
|
#3
|
Male
|
72
|
Post-surgical intraabdominal abscess
|
P/T dosed 4 g/0.5 g IV (extended-infusion 4 h)a
|
14
|
AEC-99
|
73
|
AMP, AMC, TIC, PIP, TMP-SXT
|
blaTEM−1, tet(B), sul2, dfrA8, aph(6)-ld, aph(3”)-lb
|
AEC-106
|
73
|
AMP, AMC, TIC, TCC, PIP, P/T, TMP-SXT
|
blaTEM−1, sul2, dfrA8, aph(6)-ld, aph(3”)-lb
|
#4
|
Male
|
63
|
Blood (Perianal abscess)
|
P/T dosed 4 g/0.5 g IV (extended-infusion ever4 h)a
|
8
|
PT3
|
88
|
AMP, AMC, TIC, PIP, TMP-SXT
|
blaTEM−1, tet(A), sul2, dfrA5, aph(6)-ld, aph(3”)-lb
|
PT4
|
88
|
AMP, AMC, TIC, TCC, PIP, P/T, TMP-SXT
|
blaTEM−1, tet(A), sul2, dfrA5, aph(6)-ld, aph(3”)-lb
|
AMP, ampicillin; AMC, amoxicillin/clavulanic acid; TIC, ticarcillin; TCC, ticarcillin/clavulanic acid; PIP, piperacillin; P/T, piperacillin/tazobactam; CIP, ciprofloxacin; LEV, levofloxacin; TMP-SXT, trimethoprim/sulfamethoxazole. a extended infusion every 8 hours |
The sources are the same for the first and second isolates of each patient. |
Patient #1 was an 63-year-old male who had been diagnosed with a neuroendocrine tumor of the pancreas and was undergoing surgery. He was carrying an abdominal drainage catheter due to an infection of the surgical site. He was admitted due to an increase in flow through the drainage, and a diagnosis of intra-abdominal abscess was made. Samples were taken and multisusceptible E. coli (AEC-11) was isolated. Treatment with P/T dosed 4 g/0.5 g every 8 hours iv. in extended infusion was started. After 12 days, treatment was simplified to A/C, and he was discharged from the hospital. Treatment with A/C was continued at home. However, 73 days later, he was readmitted for removal of the drainage catheter and sampling, where P/T-resistant E. coli (AEC-51) was isolated.
Patient #2 was an 66-year-old woman diagnosed with colorectal adenocarcinoma who underwent emergency surgery due to intestinal obstruction. On the 8th day after admission, she was diagnosed with a postsurgical intra-abdominal abscess which was drained, and samples were taken. Multisusceptible E. coli (AEC-15) was isolated, and she started treatment with P/T on the 3rd day since admission, dosed 4 g/0.5 g every 8 hours iv. in extended infusion for 19 days. Seventeen days after the start of treatment, a new sample was taken from the abscess, where P/T-resistant E. coli (AEC-24) was isolated.
Patient #3 was a 72-year-old man diagnosed with ampulloma who was admitted with symptoms suggestive of cholangitis. On the 13th day of admission, a post-surgical intra-abdominal abscess was drained, and E. coli P/T-susceptible (AEC-99) was recovered. He began treatment with P/T dosed 4 g/0.5 g every 8 hours iv. in extended infusion on the 1st day of admission, continuing for 14 days. Ten days after the start of treatment, a new sample was taken due to fever onset, and E. coli P/T-resistant (AEC-106) was recovered.
Patient #4 was an 63-year-old man diagnosed with myelodysplastic syndrome with excess blasts. He was admitted for febrile neutropenia with an abdomino-pelvic abscess focus. Blood cultures were taken on admission, and multisusceptible E. coli (PT3) was isolated. Treatment was started with P/T, dosed 4 g/0.5 g every 8 hours iv. in extended infusion, which was maintained for 8 days. On the 7th day, a new blood culture was taken, and P/T-resistant E. coli (PT4) was isolated.
MLST analysis
The MLST analysis performed with the assembled Whole Genome sequences revealed the same ST type for each pair of isolates from the same patient, being ST162, ST48, ST73, and ST88 recovered from the patient #1, #2, #3, and #4, respectively (Table 1).
Analysis of P/T resistance in E. coli isolates
For each patient, a pair of E. coli isolates with the same ST were recovered from each single patient (AEC-11 and AEC-51 from patient #1; AEC-15 and AEC-24 from patient #2; AEC-99 and AEC-106 from patient #3, PT3 and PT4 from patient #4) from two separate infection episodes, suggesting within-patient evolution to P/T resistance. All these isolates were carbapenem susceptible and none produced an extended-spectrum ß-lactamase. MIC for P/T of the second isolate was 32-fold higher than that of the first isolate (before intravenous therapy with P/T) in all four cases (Fig. 2A).
Since E. coli harboring TEM acquired resistance to P/T after incrementally increasing the selection pressure (i.e. concentration) of P/T5,7, we hypothesized that P/T-susceptible isolates (AEC-11, AEC-15, AEC-99 and PT3) became resistant to P/T after exposure to P/T. In the in vitro selection pressure, the new P/T MIC of these isolates increased 32-fold with respect to the inicial MIC; these isolates thus became resistant to P/T (Table S2).
Of note, the P/T resistance observed for AEC-51, AEC-24, AEC-106 and PT4 remained stable when the antibiotic pressure was removed from the medium. Indeed, after growth in medium free of P/T for 15 days, none had returned to their initial phenotype, except for one isolate (PT4) that decreased its P/T MIC from 256 to 32 mg/L (which is still considered as resistant by EUCAST) (Fig. 2B). This latter is in line with our previous in vitro study, in which different E. coli isolates acquiring P/T resistance by selective pressure kept their resistance to P/T in medium free of P/T for 15 days7.
Genomic analysis of the region surrounding the bla TEM-1 gene in E. coli
To better understand and describe the underlying mechanisms responsible for the significative increase in P/T MICs, the four pairs of isolates were sequenced by Oxford Nanopore technologies (long read) and corrected using Illumina short reads, allowing complete assembly of the plasmids and of the genomes. Analysis of the different pairs of isolates revealed the following results:
(i) in the AEC-11 isolate the mean chromosomal coverage (MCC) was 12.06x, and the blaTEM-1 coverage was 9.07x, representing a single copy per cell. Meanwhile, in AEC-51 isolate, the MCC was 12.21x, and the blaTEM-1 coverage was 233.75x representing 25 copies per cell. Analysis of the coverage of the region surrounding the blaTEM-1 gene in AEC-51 isolate revealed five copies of IS26 bracketing the blaTEM-1 gene, generated through a series of ̴ 15 kb DNA fragment translocation events by IS26. The repeated fragment is composed by resistance genes (blaTEM-1, tet(B), dfrA, and ant(3’)-la), and MGEs (IS4, IS26, and IntI) (Fig. 3A). Resistance to antibiotics by increase of resistance gene copy numbers has already been described among Enterobacterales in vitro and in vivo7,21;
(ii) in the AEC-15 isolate the MCC was 51.44x, and the blaTEM-1 gene coverage was 4.63x, representing a single copy per cell. Meanwhile, in AEC-24 isolate, the MCC was 48.14x, and the blaTEM-1 coverage was 108.67x representing 25 copies per cell. Similarly, in the AEC-99 isolate the MCC was 5.39x, and the blaTEM-1 coverage was 2.51x, representing a single copy per cell. Meanwhile, in AEC-106 isolate, the MCC was 2.56x, and the blaTEM-1 coverage was 45.17x representing 35 copies per cell. Genetic context analysis revealed that plasmids of AEC-24 and AEC-106 isolates underwent similar modifications with slight differences. While a single copy of blaTEM-1 gene and no single nucleotide polymorphisms (SNPs) were identified in the two couples of E. coli, a consistent deletion of approximately 60 kb and 30 kb was observed in the pAEC-24 and the pAEC-106 plasmids respectively (Fig. 3C and 3D). In pAEC-24, the consistenly deleted region encoded SOS system inhibitor genes, plasmid partition system, methyltransferases genes, and the main conjugation machinery. Interestingly, deletions was surrounded by IS26, suggesting that intramolecular transposition and recombination lead by the insertion sequence allowed for the observed loop-out dynamics (Fig. 3C).
On the other hand, pAEC-106 lost regions encoding transporter system, iron related genes, and two resistance determinant. In this case, deletions was surrounded by IS1, IS4, and IS26, which could be the responsible of the reorganization of the plasmid backbone (Fig. 4D). ISs and mainly IS26 is often found on bacterial plasmid associated with antibiotic resistance genes, and believed to be involved in the plasmid reorganization through intramolecular replicative transposition events22–25. Hence, we showed that the reported adaptative evolution mechanism (deletions of costly plasmid genes) in pAEC-24 and pAEC-106 is also used as a resistance mechanism by increasing plasmid copy number in order to overcome antibiotics, even when this change entails an increased fitness cost.
(iii) in the PT3 isolate the MCC was 26.24x, and the blaTEM−1 coverage was 21.66x, representing a single copy per cell. In PT4 isolate, the MCC was 28.75x, and the blaTEM−1 coverage was 517.89x representing 18 copies per cell. Genetic context analysis of PT4 isolate reveals that two copies of blaTEM−1 gene localized in the pPT4-IncFIB plasmid (150 kb), which showed 100% identity with the pPT3-IncFIB plasmid (150 kb), and in the pSmPT4 plasmid (8 kb), which was generated through the action of the IS26 and harbour resistance genes such as blaTEM−1, dfrA, aph(6’)-lc and aph(3’)-l, and two origin of replication (repA and repC) (Fig. 3B). The reduced size of the pSmPT4 plasmid is commonly associated to a increased copy number, leading to a major expression and production of TEM-1 with the consequent elevated MIC of P/T. Similar adaptative evolution in conditions selecting for plasmid carriage was observed in E. coli after an gradual pressure by P/T in vitro7. The latter study described the transposition event of a transposon (Tn2) from a plasmid IncI1 to a ColE1-like plasmid, in contradiction to our study, where the pSmPT4 was the product of the circularization of a plasmidic fragment induced by the action of the IS267.
Impact of the P/T resistance on bacterial fitness
Previous studies on plasmid evolution have described that the deletions of large DNA fragments increased the plasmid stability in the host through reducing the fitness cost of the original plasmid26,27. In order to test the effect on the fitness of the P/T-susceptible and -resitant bacteria, growth rates were determined. Surprisingly, growth rate assays revealed increased doubling times (DT) for the resistant isolates AEC-24 (DT = 149 min) and AEC-106 (DT = 171 min) in comparison with their paired isolates AEC-15 (DT = 95.5 min) and AEC-99 (DT = 104.5 min), respectively (Fig. 4A). This increase in doubling time is probably related to their reduced fitness. For the two other pair of isolates (AEC-11/AEC-51 and PT3/PT4), the growth rates were identical, suggesting no fitness cost in those type of resistance mechanisms (Fig. 4A).
To confirm this observation, in vitro competition experiments between the four couples of isolates have been performed. The competition index between AEC-51 and AEC-11, and PT4 and PT3 did not show significant decrease of AEC-51 and PT4 growth from 1 to 0.55 and 0.65 at 4 h of culture, respectively. Meanwhile, the competition index between AEC-24 and AEC-15, and AEC-105 and AEC-99 showed a significant decrease of AEC-24 and AEC-105 growth from 1 to 0.29 and 0.007, respectively, at 4 h of culture. Finally, at 24 h of culture all the resistant isolates have reduced their competiton index siginificantly, from 1 to 0.006–0.099 (Fig. 4B).
These data seem to indicate that the different genetic events involved in P/T resistance have different cost for the bacteria.
TEM-1 is involved in the acquired resistant to P/T
Since isolates of E. coli carrying TEM enzymes could acquire P/T resistance by expressing higher β-lactamase activity7, we suggest that the increase in P/T MIC values of the study isolates would be due to higher β-lactamase activities after hyperproduction of TEM enzymes. Indeed, Fig. 5A shows that AEC-51, AEC-24, AEC-106 and PT4 isolates resistant to P/T showed higher β-lactamase activity than their paired susceptible E. coli isolates. Noteworthy, in the absence of selective pressure, these isolates maintained higher β-lactamase activity, which may explain the long-term stability of P/T resistance in the absence of this antibiotic observed in this and in another study7. In addition, we analysed the transcription of blaTEM in these isolates, and found that the PT-R isolates contained higher levels of transcripts of blaTEM (Fig. 5B). Of note, other ß-lactamases genes were not detected in these isolates.
In order to verify whether differential transcription of blaTEM−1 gene was due to different promoter sequences, upstream regions were analyzed. In all cases, the promoter upstream the blaTEM−1 gene was Pa/Pb, which has been shown to be a strong promoter responsible of TEM-1 hyperproduction, leading to resistance to ß-lactamase inhibitors such as clavulanate and sulbactam28 and also tazobactam6,8. No mutation was evidenced in the Pa/Pb region of any P/T resistant isolates as compared to the P/T susceptible ones.
Role of OmpC in the P/T resistance
Additional comparative analysis of the WGS revealed mutations in OmpC and OmpR, a regulator of OmpC expression29, in the P/T-resistant AEC-51 and AEC-24 isolates as compared with P/T-susceptible AEC-11 and AEC-15, respectively. The mutation in OmpC consist in an chromosomal-insertion of adenosine duplication at position 51 of the gene (c.51 dupA) generating an frame shift change, and the mutation of OmpR consist in single nucleotide variation (c.136C > T) in the position 136 of the ompC gene leading to an amino acid substitution (Arg46Cys). Transcription analysis of ompC gene revealed that ompC gene was less transcribed in P/T-resistant AEC-51 and AEC-24 isolates (Fig. 6A). Furthermore, SDS-PAGE analysis of OMPs showed a reduction of the expression of a protein identified as OmpC by MALDI-TOF-TOF (MS-MS/MS) (Fig. 6B). Notably, after exposure of MG1655 wt and ΔompC strains with 2-fold increased P/T concentration, the MIC of ΔompC strain was increased progressively from 8 to 32-folds as compared with the MG1655 wt strain (Fig. 6C).
OmpC constitute the main OMP in E. coli that is necessary for drug transport across cellular membranes30. A reduction in the OmpC expression has been associated with the ß-lactam reduced susceptibility/resistance31–33. The importance of the OmpC in the P/T resistance is less clear34. Additional studies are need to decipher how P/T regulates the expression of OmpC.
Long read sequencing has shown to be crucial in the elucidation of the antimicrobial resistance mechanisms, mainly those involving numerous IS elements and repeat sequences. Here, we have found three ways in the acquisition of resistance to P/T: (i) IS26-based duplication, as previously shown6. We found modifications of a pre-existing plasmid by transposition, rather than acquisition of foreign DNA; (ii) generation of a smaller plasmid (ColE-like) harboring the blaTEM−1 gene as previously reported in in vitro studies7, and; (iii) adaptative evolution through the reduction of the plasmid size and fitness cost, leading to a higher plasmid copy number. To the best our knowledge, this is the first study describing IS-mediated deletions of important traits of the plasmid as a driving force of bacterial resistance by increasing the plasmid copy number.
This kind of genetic events (recombination, transposition or conjugation) occurs frequently, but the genetic events leading to antibiotic resistance, such as, higher production levels of TEM, seems to be responsible in clinical failures of P/T treatments. The sub-inhibitory conditions could be created in certain circunstances when the antibiotic is not able to reach enough concentrations or time above the MICs in the site of infection (i.e. intraabdominal abscess), which could create an environment appropriate for the induction of the antimicrobial resistance or the selection of resistant subpopulations. In this sense, Murao et al. have determined the pharmacokinetic parameters of P/T administred in bolus in patients and showed significant differences in the P/T concentrations in plasma and peritoneal fluid, being lower in the latter case35. Therefore, this underpines the need for determining the pharmacokinetics and pharmacodynamics parameters of the P/T extendly perfused in patients, not only in the blood, but also in other fluids such as peritoneal, where the antibiotic might diffuse with difficulty. Thus in light of our results, one should consider different dosing regimens for different kind of infections based on-site specific PK/PD target attaitments. Hence, it is crucial to promote the development and implementation of new rapid molecular tests, which allow us to detect these types of “resistance development markers” in a short time15,36, as well as, knowing precisely the PK/PD to P/T in other sites of infections, helping the clinicians to optimize the antimicrobial treatment in order to reduce the probabilities of therapeutical failures in patients with severe E. coli infections.