Abstract
Aquatic environment can act as reservoir and disseminator of antimicrobial resistance and resistant pathogens. Novel high-risk carbapenem resistant E. coli (CREC) are continuously emerging worldwide; however, the occurrence of CREC in freshwater aquaculture environment is largely unexplored. To fill this gap, large scale sampling of freshwater pond sites and retail fish markets was done between Oct 2020 and Oct 2021 to investigate the CREC contamination in fish. The frequency of CREC contamination in the freshwater fish was 6.99% (95% CI: 3.78–10.20%). All the isolates were MDR and harbored carbapenemase encoding gene, blaNDM-5 along with other antimicrobial resistance genes (ARGs), blaTEM (64.7%), blaCTX-M-15 (35.3%), blaOXA-1 (5.9%), tet(A) (100%), sul1 (94.1%), qnrS (82.3%), cat1 (35.3%), and cat2 (23.5%). The isolates belonged to phylogroup C and showed low virulence gene profile. ERIC-PCR grouped the isolates into five clusters (I-V). The isolates of clusters I, II, and III were identified as ST167 (76.4%) and of cluster IV as ST361 (17.6%). This is the first report documenting the contamination of NDM-5 producing E. coli ST167 and ST361 of clinical/livestock lineage in freshwater fish from India. The blaNDM-5 was significantly associated with ARGs, tet(A), and sul1; and plasmid replicons, IncF, IncI1, and IncP, signifying the presence of blaNDM-5 and associated ARGs on these transferable plasmids. These findings were validated by the successful conjugal transfer of blaNDM-5 and associated ARGs into non-CREC strain (J53). Our study highlights the ability of CREC to disseminate antimicrobial resistance which has health implications and environmental concerns.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Avoid common mistakes on your manuscript.
Introduction
Carbapenems are considered the last effective antimicrobial drugs to treat infections caused by extended spectrum β-lactamase (ESBL) producing Gram-negative bacteria (van Duin and Doi 2017). E. coli is a commensal as well as pathobiont causing intestinal and extra-intestinal infections in humans and livestock (Denamur et al. 2021). Carbapenem-resistant E. coli (CREC) is recognized as one of the major public health concerns that is primarily mediated by the production of carbapenemases (Gupta et al. 2011). The common antimicrobial resistance genes (ARGs) encoding for the production of carbapenemase are blaKPC, blaVIM, blaIMP, blaNDM, and blaoxa-48 (Queenan & Bush 2007). New Delhi metallo-β-lactamase is one of the most widely reported carbapenemase which is encoded by blaNDM gene (Khan et al. 2017). Till 2020, 28 variants of blaNDM gene have been identified among different bacterial species globally (Farhat and Khan 2020). Among them, blaNDM-5 shows extensive hydrolytic activity toward carbapenems and β-lactams along with higher transferability through plasmid (Hornsey et al. 2011). Several other genes encoding resistance to cephalosporins (blaTEM, blaCTX-M-15), tetracyclines (tet(A) and tet(B)), quinolones (qnrS, qnrB), aminoglycosides (aadA1, aac(6’)-Ib-cr), and sulphonamides (sul1 and sul2) have also been detected in blaNDM-5 harboring Enterobacteriaceae (Liang et al. 2018; Chowdhury et al. 2022). The higher use of carbapenems in clinical practice has led to a rise in the prevalence of CREC in clinical settings (Gupta et al. 2011), livestock ((Köck et al. 2018), and the environment (Cherak et al. 2021). The majority of the CREC isolated from clinical cases harbor the blaNDM-5 on transferable plasmids of diverse incompatible (Inc) replicon types, such as IncF, IncFII, and IncX3 (Kopotsa et al. 2019). There exists a wide genomic diversity in CREC, and the most commonly reported sequence types (STs) among NDM producing E. coli are ST101, ST167, ST131, ST405, ST410, and ST648 (Dadashi et al. 2019). The various STs reported in NDM producing CREC isolated from clinical specimens in India are ST167, ST101, ST131, ST648, ST405, and ST410 (Devanga Ragupathi et al. 2020; Paul et al. 2020). Additionally, CREC has also been detected in food-producing terrestrial animals and companion animals from India (Köck et al. 2018; Bandyopadhyay et al. 2021)
India is the second-largest producer of farmed fish after China. Inland finfish species in India together account for 6.3 million tonnes (89.2%), out of total production of 7.1 million tonnes (FAO 2020). This signifies the importance of the freshwater aquatic environment as a major contributor of farmed fish. Contamination with antimicrobials in the aquatic environment will affect both the quality and quantity of the farmed fish (Cabello et al. 2016). The aquatic environment is vulnerable to contamination with antimicrobials mainly by anthropogenic activities. Kumar et al. (2022a) observed traces of feces on the pond dykes, incoming household drainage, and animal ingression in the freshwater aquaculture environment of Uttar Pradesh, India. The contamination with antimicrobials in the aquatic environment will not only affect the bacterial diversity in the ecosystem but could also act as a driver for the emergence of antimicrobial resistance (AMR). Thus, the aquatic environment serves as a common pool of AMR and aids in its dissemination through the food chain (Cabello et al. 2016). Besides this, the food fish produced in such an environment can also be a public health concern. Many countries have reported the presence of CREC in aquatic environment and seafood (Cherak et al. 2021; Singh et al. 2016; Das et al. 2019). However, relatively few studies have been conducted to determine the occurrence of CREC in fish of the freshwater environment (Hamza et al. 2020; Nakayama et al. 2022). In India, the data on the presence of CREC in fish and its characterization is also limited to a few reports only. Two isolates of CREC were documented in seafood sold in the retail fish market, which was characterized as ST131 belonging to phylogroup B2 (Singh et al. 2016; Das et al. 2019). In another study, eight CRECs were isolated from two fish farms which were adjacent to water bodies receiving hospital effluents in Kerala, India (Kalasseril et al. 2020). All these CRECs were negative for carbapenemase encoding genes, blaNDM-1, blaVIM, and blaIMP. In this context, assessing the contamination of CREC in fish of freshwater aquaculture environment is necessary to prevent the dissemination of carbapenem resistance. Accordingly, this study is aimed at (i) determining the frequency of CREC contamination in fish of freshwater environment from an aquaculture area in Northern India, (ii) identifying the molecular mechanism of AMR, (iii) characterizing the CREC to determine the STs, phylogroups, virulence gene profile, and incompatible (Inc) plasmid replicons, (iv) examining whether the carbapenem resistance in E.coli is associated with other AMR phenotypes, ARGs, and/or Inc plasmid replicons, and (v) assessing the potential of CREC to disseminate AMR by conjugal transfer.
Materials and methods
Sample collection
The study was carried out in Uttar Pradesh, which is the largest aquaculture producing state in Northern India. The sampling was conducted from 175 pond sites of freshwater aquaculture environment and 6 retail fish markets in seven aquaculture dominating districts (Supplementary figure). A total of 243 gut swabs from freshwater fish (at least ~ 200 g) were collected from October 2020 to October 2021. The fish species included pangas (Pangasianodon hypophthalmus, n = 98), rohu (Labeo rohita, n = 61), mrigal (Cirrhinus mrigala, n = 35), silver carp (Hypophthalmichthys molitrix, n = 19), grass carp (Ctenopharyngodon idella, n = 12), common carp (Cyprinus carpio, n = 12), and catla (Catla catla, n = 6). Aseptically, fish were dissected at the site and the hind gut of 15–20 cm in length from each fish was cut open and swabbed by Amies transport swab (HiMedia, India). The swabs were brought to the laboratory on ice for bacterial isolation.
Isolation of CREC
The swabs were inoculated in tryptic soya broth (TSB) containing meropenem at a final concentration of 2 µg/ml and incubated for 18 h at 37 °C with shaking at 200 rpm. Enriched bacterial culture was diluted and spread plated onto a violet red bile glucose agar (VRBGA) plate supplemented with meropenem (2 µg/ml). Three pink color colonies showing oxidase negative reaction were picked from VRBGA and streaked on an EMB agar plate followed by overnight incubation at 37 °C. Bacterial colonies that produced metallic sheen on EMB agar were purified on nutrient agar (NA) and subjected to standard biochemical tests for the preliminary identification of E. coli (Bandyopadhyay et al. 2021). The molecular confirmation of E. coli was accomplished by the screening of the uidA gene (Gómez-Duarte et al. 2010). E. coli ATCC 25922 was used as a control in the study. The isolates which were non-susceptible to meropenem at a concentration of 2 µg/ml (CLSI 2021) were considered CREC. The isolates were preserved in 20% glycerol and stored at -80 °C.
Phenotypic testing for AMR
Antibiotic susceptibility testing (AST)
Antimicrobial susceptibility testing of CREC was performed by Kirby–Bauer disk diffusion method with some modifications (Hudzicki 2009). The tested antimicrobial agents were imipenem (10 µg), meropenem (10 µg), cefoxitin (30 µg), ceftriaxone (30 µg), ceftazidime (5 µg), cefotaxime (10 µg), cefepime (30 µg), gentamicin (10 µg), tetracycline (30 µg), chloramphenicol (30 µg), enrofloxacin (5 µg), and co-trimoxazole (1.25/23.75 µg). The results were interpreted as per the CLSI breakpoints (CLSI 2021). E. coli ATCC 25922 and S. aureus ATCC 25923 were used as quality control strains for AST. The isolates that were resistant to three or more classes of antimicrobials were considered as multidrug resistant (MDR).
ESBL and AmpC β-lactamase production (ACBL)
The CREC that was phenotypically resistant to any of the third generation cephalosporins (ceftriaxone, ceftazidime, and cefotaxime) and cefoxitin was tested for the production of ESBL and ACBL, respectively (Peter-Getzlaff et al. 2011).
Carbapenemase production
Carbapenemase production was tested by the modified carbapenem inactivation method (mCIM). Carbapenemase producers were further tested by the EDTA-modified carbapenem inactivation method (eCIM), to differentiate between serine and metallo-β-lactamase producers (Sfeir et al. 2019).
Minimum inhibitory concentration determination (MIC)
The MIC of meropenem for CREC was determined by the agar dilution method (CLSI 2015) and further MIC50 and MIC90 were calculated as per the method given by Schwarz et al. (2010).
Molecular detection of ARGs and sequence analysis
The resistant phenotypes were screened for their corresponding ARGs by PCR. Briefly, rapid DNA extraction was performed from bacterial cell suspension as described elsewhere (Dallenne et al. 2010). Total DNA (2 µl) was used as a template in the PCR reaction for the detection of 24 ARGs which included blaNDM (Manchanda et al. 2011), blaKPC, blaIMP, blaVIM, blaGES, blaOXA-48, blaSHV, blaTEM, blaOXA-1, blaCTX-M group 1, blaCTX-M group 2, and blaCTX-M group 9 (Dallenne et al. 2010), tet(A), tet(B), tet(G), tet(G1) (Ng et al. 2001), qnrA, qnrB, qnrS, qnrC (Kim et al. 2009), sul1 (Zhao et al. 2001), dhfr1 (Ture et al. 2018), cat1 and cat2 (Yoo et al. 2003). The final volume of the PCR mixture was 25 μl containing 1X PCR buffer, 200 µM dNTPs, 1.6 mM MgCl2, 1.25 U Taq DNA polymerase, and 0.2–0.4 µM of primers. The PCR amplicons of blaNDM and blaCTX-M group genes were sequenced by the sanger dideoxy method to determine the allelic variant of the enzymes. The obtained nucleotide sequences were compared with the gene sequences of the GenBank database using the blastn algorithm to determine their relatedness to other nucleotide sequences.
Molecular characterization of CREC
Clonal relatedness by enterobacterial repetitive intergenic consensus-PCR (ERIC-PCR)
The ERIC-PCR was done to determine the clonal relatedness of CREC by using ERIC1R-ATGTAAGCTCCTGGGGATTCAC and ERIC2-AAGTAAGTGACTGGGGTGAGCG primers (Versalovic et al. 1991). Briefly, the PCR reaction of 25 µl containing 1xPCR buffer, 200 µM dNTPs, 4 mM MgCl2, 2.5 U Taq polymerase, and 0.2 µM of each primer was performed at 95 °C for 5 min, followed by 30 cycles of denaturation at 95 °C for 1 min, annealing at 48 °C for 1 min, extension at 72 °C for 5 min, and a final extension at 72 °C for 16 min. The amplified products were visualized in 1.2% agarose gel in 0.5xTAE buffer with 1 kb ladder after running at 60 V for 4 h. The gel was photographed and the dendrogram was constructed in GelClust using the UPGMA clustering method and dice distance coefficient (Khakabimamaghani et al. 2013).
Phylogrouping
Clermont quadruplex PCR was used to categorize CREC isolates into phylogroups A, B1, B2, C, D, E, F and cryptic clade I using the primers chuA, yjaA, TspE4.C2, AceK, ArpA1 and trpAgpC (Clermont et al. 2013).
Multi-locus sequence typing (MLST)
The MLST was performed by amplifying 7 housekeeping genes of E. coli (adk, fumC, icd, purA, gyrB, mdh and recA) according to the EnteroBase (https://enterobase.warwick.ac.uk/). To identify the sequence type of CREC, the nucleotide sequence of each gene was searched in the pubmlst database to generate an allelic number and the sequence type for each isolate.
Detection of virulence genes
The CREC were screened by PCR for 6 entero-pathogenicity genes (Abbasi et al. 2020) and 12 extra-intestinal virulence genes (Ewers et al. 2007). The entero-pathogenicity genes were attaching and effacing gene (eae) for enteropathogenic E. coli (EPEC), Shiga toxin gene (stx) for enterohemorrhagic E. coli (EHEC), heat labile and heat stable enterotoxin gene (elt and st) for enterotoxigenic E. coli (ETEC), aggregation associated plasmid (pCVD432) for enteroaggregative E. coli (EAEC), and Invasion-associated locus (ial) for enteroinvasive E. coli (EIEC). The extra-intestinal virulence genes were type-1 fimbrial adhesion gene (fimC), invasion gene (ibeA), siderophore receptor gene (iroN), temperature sensitive hemagglutinin (tsh), cytotoxic necrotizing factor gene (Cnf1/2), hemolysins A gene (hlyA), serine protease autotransporters (sat), iron-responsive element (ireA), iron repressible protein (irp2), meningitis-associated and temperature regulated fimbriae (mat), genetic island associated with newborn meningitis (gimB), and structural genes of colicin V operon (cvi/cva).
Plasmid-based replicon typing (PBRT)
A total of 18 Inc plasmid replicons were screened to identify the types of plasmids present in the CREC. The plasmid Inc replicons FIA, FIB, FIC, HI1, HI2, I1, L/M, N, P, W, T, A/C, K/B, B/O, X, Y, F and FIIA were screened by five multiplex and three simplex PCR as per Carattoli et al. (2005).
Conjugal transfer of AMR
The potential of CREC to transfer the carbapenem and/or associated ARGs into the E. coli J53 (azide resistant-recipient strain) was evaluated using a broth mating experiment following the procedure given by Das et al. (2019). The trans-conjugants were screened for ARGs by PCR along with phenotypic testing of AMR (AST and MIC) as per the method described above.
Statistical analysis
The difference in the proportion of CREC contamination between fish of freshwater aquaculture environment and retail fish markets was analyzed by two sample Z-test. The MIC of meropenem for CREC was compared by the Mann–Whitney U test between these two sources. These statistical analyses were performed by SPSS version 16.0 at a significance level of 5% (p < 0.05). Phi correlation analysis was conducted to (i) determine the association of ARGs with corresponding resistant phenotypes and (ii) examine whether the carbapenem resistance in E.coli is associated with any other AMR phenotypes, ARGs, and/or Inc plasmid replicons. For this, the obtained data were converted into binary variables and analyzed according to Osman et al. (2018) and its correlation matrix was plotted with R software (R-4.2.1) using corrplot package at a significance level of 5% (p < 0.05).
Results
Frequency of CREC
Out of the 243 samples screened, seventeen were positive for CREC indicating an overall frequency of 6.99% (95% CI: 3.78–10.20%). Significantly higher (p < 0.05) contamination of CREC was noted in retail fish markets than in freshwater aquaculture environment. The positivity rate of CREC for samples from freshwater aquaculture environment was 4% (95% CI: 1.08–6.91%) as compared to 14.71% (95% CI: 6.22–23.19%) for samples from retail fish markets. Overall, 41 isolates were identified as CREC based on colony morphology and biochemical characteristics (Gram-negative, motile, oxidase-negative, catalase-positive, and producing metallic sheen growth on EMB agar). All the isolates were re-confirmed as E. coli by PCR amplification of uidA gene. One isolate from each sample positive for CREC (a total of 17 non-repetitive) was selected for further characterization. The frequency of CREC is given in Table 1.
AMR profile
The CREC were resistant to meropenem, cephalosporins (cefoxitin, ceftazidime, cefotaxime, ceftriaxone, and cefepime), tetracycline, and enrofloxacin. Resistance to imipenem and co-trimoxazole was observed in 94.1% of the isolates. Non-susceptibility to gentamicin and chloramphenicol was observed in 47% and 35.3% of the isolates, respectively. All the isolates were MDR as they showed resistance to three or more different classes of antimicrobials. The AMR profile of CREC is depicted in Fig. 1.
Production of ESBL, ACBL, and carbapenemase
None of the CREC was positive for ESBL and ACBL production by double disk synergy test. All the isolates were positive for the production of carbapenemase and metallo-β-lactamase (class B carbapenemase) by mCIM and eCIM.
MIC
The MIC of meropenem for CREC ranged from 8 to 128 µg/ml. Overall, 47% of CREC had MIC of 64 µg/ml, while 29.4% of the isolates showed MIC of 128 µg/ml. The MIC50 of the isolates from freshwater aquaculture environment was lower (32 µg/ml) than the isolates from retail fish markets (64 µg/ml), whereas the MIC90 was 128 µg/ml, irrespective of the source (Table 2). The MIC of cefotaxime, ciprofloxacin, and tetracycline was ≥ 64 µg/ml, ≥ 4 µg/ml, and ≥ 64 µg/ml, respectively. Similarly, the MIC of ampicillin was ≥ 64 µg/ml for 94.1% of the isolates, whereas the MIC of gentamicin was ≥ 64 µg/ml for 47% of the isolates. Further, the MIC of chloramphenicol ranged between 8 µg/ml and 32 µg/ml (Table 3).
ARGs
Among the six carbapenemase encoding genes screened (blaNDM, blaKPC, blaVIM, blaIMP, blaGES, and blaOXA-48), only blaNDM was detected in all the CREC. In addition, blaTEM, blaCTX-M group 1 and blaOXA-1 were detected in 64.7%, 35.3%, and 5.9% of the isolates, respectively. The other ARGs detected were tet(A) (100%), sul1 (94.1%), qnrS (82.3%), cat1 (35.3%) and cat2 (23.5%), respectively. The distribution of ARGs in CREC and their association with the corresponding resistance phenotypes is given in Table 4.
The PCR amplicons of blaNDM and blaCTX-M group 1 from representative isolates were sequenced to determine their variants. Nucleotide blast search analysis revealed that the CREC harbored blaNDM-5 and blaCTX-M-15 gene variants. The blaNDM-5 gene sequences of CREC and its NDM-5 protein revealed > 99% similarity with NDM-5 sequences available in the GenBank database of NCBI. The obtained nucleotide sequences were submitted to NCBI with accession numbers OP081826, OP081828, OP081830, OP081831, and OP081835.
Molecular characterization
Diversity analysis of CREC by ERIC-PCR showed amplicons ranging between 200 and 2500 bp, and the isolates dispersed into 5 clusters on the basis of different genetic patterns. Among the 8 phylogroups screened (A, B1, B2, C, D, E, F, and cryptic clade I), all the CREC was identified as phylogroup C. MLST analysis of CREC indicated that the isolates of cluster I, II, and III (n = 13 and 76.4%) belonged to ST167. The isolates of cluster IV belonged to ST361 (17.6%), while the MLST pattern of CREC-17 did not match with any of the reported STs. The MLST gene sequences were submitted to NCBI with accession numbers OP131734-OP131736, OP131738-OP131742, OP131744, OP131745, OP131747-OP131751, OP131753-OP131759, OP131761-OP131766, and OP131768-OP131774.
Among the 18 virulence genes screened, mat was detected in all the isolates (100%), whereas fimC was detected in 17.6% of the isolates that belonged to ST361. The rest of the sixteen virulence genes were not detected. Nine Inc plasmid replicons were identified in the CREC. The detected plasmid replicon types were IncF (100%), IncI1, and IncP (94.1%, each) followed by IncK/B (47%), IncY (17.6%), IncB/O (11.8), IncFIA (11.8%), IncFIB (5.9%), and IncN (5.9%). A total of 12 different replicon combinations were observed and each isolate harbored at least two replicons. The IncF + IncI1 + IncP replicon was the most frequent combination which was detected in 88.23% of the isolates (Fig. 2).
Conjugal transfer
Conjugation was performed to investigate the potential of the CREC to transfer blaNDM − 5 and associated ARGs into the recipient strain. The conjugation frequency ranged between 1.5 × 10–6 and 7.2 × 10–7 transconjugants per recipient cell. The transconjugants showed increased MIC for meropenem, ampicillin, cefotaxime, tetracycline, and gentamicin relative to the recipient. However, no change was observed in the MIC for chloramphenicol. There was no increase in the MIC of ciprofloxacin for all the transconjugants, except TC-CREC-3 (Table 3). The resistant phenotypes of transconjugants were positive for their corresponding ARGs (blaNDM − 5, blaTEM, blaCTX-M-15, tet(A), qnrS, and sul1).
Correlation analysis
The phi correlation (r) matrix revealed that meropenem resistant phenotypes of E. coli showed significant positive association with AMR phenotypes, cephalosporins (r = 1.0), tetracycline (r = 1.0), enrofloxacin (r = 1.0), and co-trimoxazole (r = 0.68). These phenotypes also showed a significant positive association with blaNDM-5 (r = 1.0), tet(A) (r = 1.0), and sul1 (r = 0.68). The blaNDM-5 was significantly (p < 0.05) associated with Inc plasmid replicons, IncF (r = 1.0), IncI (r = 0.68), and IncP (r = 0.68). Cephalosporin resistance in CREC was not significantly associated with the β-lactamase encoding genes namely blaTEM, blaCTX-M-15, and blaOXA-1. Similarly, enrofloxacin and meropenem co-resistant phenotypes showed a non-significant association with the qnrS gene (Fig. 3).
Discussion
The CREC has been documented in different sectors mainly healthcare settings, livestock, food products, and environment from all over the world (Köck et al. 2018; Cherak et al. 2021). The presence of CREC in aquatic environment raises health concerns as it can be a source for the possible dissemination of the ARGs to the bacterial community across the sectors. The use of contaminated water in aquaculture farms may facilitate the entry or emergence of carbapenem resistance in aquaculture settings and farmed fish, which may be further transmitted to the humans through the food chain or to persons involved in aquaculture activities and fish handling in the retail markets. Therefore, the present work aimed to isolate and characterize the CREC from fish collected from freshwater aquaculture environment and retail fish markets. A key finding of this study is the contamination of CREC in freshwater fish at a low frequency (~ 7%). The low frequency of CREC has also been reported in previous studies from seafood sold in the retail fish markets from India (Singh et al. 2016). Higher frequencies (> 50%) of CREC have been reported in clinical settings (Manohar et al. 2017; Kumar et al. 2022b) as compared to 27% in aquatic environment receiving hospital effluents (Kalasseril et al. 2020) and 16.5% in livestock (Pruthvishree et al. 2017). The low frequency of CREC in freshwater aquaculture environment can be attributed mainly to the non-use of carbapenems as therapeutic agents in aquaculture. Another noteworthy finding of this study was that the frequency of CREC contamination was significantly higher in fish collected from retail fish markets than directly from the aquaculture environment. This might be due to cross-contamination of the fish in the retail market through contaminated water, ice, storage tanks, improper fish handling, poor hygiene, etc. (Wattimena et al. 2021). The CREC in this study was MDR showing resistance to carbapenems, cephalosporins, quinolone, tetracycline, and co-trimoxazole. The resistance profiles of the isolates from the aquaculture environment and retail fish markets were similar. However, the MIC of meropenem was significantly higher in isolates from markets than in the aquaculture environment. Not surprisingly, CREC is often reported as MDR in previous studies (Singh et al. 2016; Das et al. 2019). A large number of carbapenemase encoding genes have been reported in CREC all over the world (van Duin and Doi 2017). In India, blaNDM and blaOXA-48 like variants (blaOXA-181 and blaOXA-232) are the most widely reported carbapenemase encoding genes in CREC (Khan et al. 2017; Pitout et al. 2019). In addition, blaKPC, blaVIM, and blaIMP have also been detected in isolates of clinical and animal origin (Garg et al. 2019; Murugan et al. 2019; Kumar et al. 2022b). Out of the 6 carbapenemase encoding genes screened in this study, we only detected blaNDM-5 in all the isolates supporting the widespread dissemination of NDM producing E. coli in India (Khan et al. 2017). Furthermore, blaNDM-5 sequences of CREC in this study were similar to the blaNDM-5 sequences reported from human, livestock, and environmental isolates of CREC from different geographical regions (Hornsey et al. 2011; Aung et al. 2018; Soliman et al. 2020; Das et al. 2019). This finding highlights the possible dissemination of blaNDM-5 between bacterial flora of human, animal, and environment interface and also supports the global dessimination of blaNDM-5 contributing to carbapenem resistance in E. coli (Khan et al. 2017).
Although the CREC were resistant to cephalosporins, however, β-lactamase genes responsible for cephalosporin resistance, i.e., blaTEM, blaCTX-M-15, and blaOXA-1 were detected only in 70.6% of the isolates. This signifies that cephalosporin resistance is not mediated alone by these genes. We also observed that cephalosporin resistance phenotypes were significantly associated with blaNDM-5, instead of blaTEM, blaCTX-M-15, and blaOXA-1. So, it can be inferred that the cephalosporin resistance in CREC may be due to the broad hydrolytic activity of blaNDM-5. Hornsey et al. (2011) have previously stated that NDM-5 has a broad hydrolytic activity as compared to other carbapenemases. The β-lactamase genes detected in CREC (blaTEM, blaCTX-M-15, and blaOXA-1) largely encode for ESBL production in Gram-negative bacteria (Queenan and Bush 2007). Surprisingly, none of the CREC was ESBL producers. A possible explanation for this anomaly might be related to the production of NDM-5, which masks the expression of ESBL (Hu et al. 2016). We also found a significant positive association of blaNDM-5 gene with tet(A) and sul1 genes in CREC. Previous studies have also reported the presence of tet(A), sul1, and qnrS in NDM-5 producing E. coli (Liang et al. 2014; Bandyopadhyay et al. 2021). Additionally, a perfectly positive association (r = 1; p < 0.05) of tet(A) and sul1 genes to their corresponding resistant phenotypes indicates that the CREC of freshwater aquaculture environment in this study has a very high carriage rate of tet(A) and sul1 genes. The previous study also reported highly transferable tet(A) and sul1 in tetracycline and sulphonamide resistant bacteria of aquaculture origin (Preena et al. 2020). In contrast, complete association (r = 0.454; p > 0.05) of qnrS gene was not observed in enrofloxacin resistant isolates. This indicates that there might be some other mechanism of quinolone resistance besides qnrS gene in CREC, which needs to be explored. Broadly, it can be inferred from our study that the CREC of freshwater aquaculture environment harbors several ARGs that confer multi-drug resistance.
The clonal relatedness study of CREC by ERIC-PCR grouped the isolates into five clusters (I-V). The isolates of clusters I, II, and III was identified as ST167 and cluster IV as ST361, irrespective of the source of isolation. Both these STs are the clonal lineages reported from humans and livestock. In the last few years, high risk clone ST167 and ST361 have been recognized to play an important role in the dissemination of blaNDM-5 all over the world including India (Huang et al. 2016; Dadashi et al. 2019). The sources of dissemination are mainly clinical (Dadashi et al. 2019) and terrestrial animals (Peterhans et al. 2018; Tsilipounidaki et al. 2022). There are few reports on the presence of ST167 and ST361 in aquatic environment (Cherak et al. 2021). To the best of our knowledge, this study is the first report documenting the presence of blaNDM-5 producing E. coli ST167 and ST361 from fish of freshwater aquaculture environment in India. The other STs (410, 405, 131, and 101) associated with blaNDM-5, previously reported from clinical settings in India (Devanga Ragupathi et al. 2020; Paul et al. 2020) were not detected in our study. One isolate (CREC-17) that showed a unique genetic pattern did not match with any known STs in the MLST database and this may be a new ST. Although further genetic characterization is necessary before confirming it as a new ST. Strikingly, the CREC in our study belonged to the phylogroup C, which is in contrast to other studies that assigned E. coli ST167 and 361 to phylogroup A (Paul et al. 2020). The reason for this anomaly may be that these studies have used triplex PCR for phylogrouping according to Clermont et al. (2000), while we have used the revised phylogrouping method (Clermont et al. 2013). In the revised phylogrouping method, a new phylogroup C has been added which falls between phylogroup A and B1 (closely related to B1). Recently, Chakraborty et al. (2021) also identified E. coli ST167 and ST361 into phylogroup C by revised phylogrouping method. Studies have shown that E. coli belonging to phylogroup C are multi-drug resistant and less virulent (Denamur et al. 2021). In our study, the commonly reported virulence genes of E. coli were not detected in the CREC except for adhesion related genes, mat and fimC. These two genes facilitate bacterial adhesion and colonization into host cells and transmission of E. coli from one host to another (Klemmet al. 2010). This indicates that the CREC of freshwater aquaculture environment has the potential to enter and colonize host cells. So, it is possible that CREC can act as a reservoir for the dissemination of carbapenem resistance from the freshwater aquaculture environment.
Multiple plasmid replicons, namely, IncF, IncFIA, IncFIB, IncI, IncP, IncK/B, IncB/O, IncY, and IncN were detected in the CREC. In this study, a complete association of blaNDM-5 was observed with IncF and strong positive association with IncI1 and IncP. We, therefore, hypothesize the presence of blaNDM-5 and associated ARGs on these transferable plasmids in the CREC. Globally, IncF is the most frequently reported plasmid replicon in NDM-5 producing E. coli (Hornsey et al. 2011; Kopotsa et al. 2019; Chakraborty et al. 2021). Many publications from India have also documented the presence of IncF and its variants in NDM-5 producing E. coli isolated from humans (Devanga Ragupathi et al. 2020; Chowdhury et al. 2022), companion animals (Bandyopadhyay et al. 2021), and rivers and sewage treatment plants (Cherak et al. 2021). The plasmid containing IncF replicon has been identified as stable and highly transferrable, which helps in the dissemination of carbapenem resistance among Enterobacteriaceae (Kopotsa et al. 2019). The results of the broth mating experiment in our study confirmed the conjugal transfer of the blaNDM-5 and associated ARGs from CREC to recipient E. coli J53. Previously, Chakraborty et al. (2021) have also demonstrated the conjugal transfer of blaNDM-5 through IncF plasmid in E. coli. Hence, our study highlights the potential of CREC in plasmid mediated dissemination of NDM-5 and associated ARGs in the aquaculture environment.
Conclusion
This study reports the contamination of carbapenem resistant E. coli (ST167 and ST361) harboring blaNDM-5 and associated ARGs in fish of freshwater aquaculture environment at a low frequency, despite the non-use of carbapenems as a therapeutic agent in aquaculture and livestock. This surmises the contamination of the aquaculture environment with carbapenem-resistant bacteria and/or antimicrobials from clinical sources. Moreover, plasmid mediated conjugal transfer of blaNDM-5 and associated ARGs to the susceptible strain also draws attention toward the potential ability of CREC to disseminate antimicrobial resistance, which has health implications and environmental concerns. There is a need for active surveillance of CREC in the aquatic environment for managing the risk of AMR.
Data availability
Nucleotide sequences data generated in this study have been submitted to the NCBI database. The data generated in the study will be provided on request.
References
Abbasi E, Mondanizadeh M, van Belkum A, Ghaznavi-Rad E (2020) Multi-drug-resistant diarrheagenic Escherichia coli pathotypes in pediatric patients with gastroenteritis from central Iran. Infect Drug Resist 13:1387. https://doi.org/10.2147/IDR.S247732
Aung MS, San N, Maw WW, San T, Urushibara N, Kawaguchiya M, Sumi A, Kobayashi N (2018) Prevalence of extended-spectrum beta-lactamase and carbapenemase genes in clinical isolates of Escherichia coli in Myanmar: dominance of blaNDM-5 and emergence of blaOXA-181. Microb Drug Resist 24(9):1333–1344. https://doi.org/10.1089/mdr.2017.0387
Bandyopadhyay S, Banerjee J, Bhattacharyya D, Tudu R, Samanta I, Dandapat P, Nanda PK, Das AK, Mondal B, Batabyal S, Dutta TK (2021) Companion animals emerged as an important reservoir of carbapenem-resistant Enterobacteriaceae: a report from India. Curr Microbiol 78(3):1006–1016. https://doi.org/10.1007/s00284-021-02355-6
Cabello FC, Godfrey HP, Buschmann AH, Dölz HJ (2016) Aquaculture as yet another environmental gateway to the development and globalisation of antimicrobial resistance. Lancet Infect Dis 16(7):e127–e133. https://doi.org/10.1016/S1473-3099(16)00100-6
Carattoli A, Bertini A, Villa L, Falbo V, Hopkins KL, Threlfall EJ (2005) Identification of plasmids by PCR-based replicon typing. J Microbiol Methods 63(3):219–228. https://doi.org/10.1016/j.mimet.2005.03.018
Chakraborty T, Sadek M, Yao Y, Imirzalioglu C, Stephan R, Poirel L, Nordmann P (2021) Cross-border emergence of Escherichia coli producing the carbapenemase NDM-5 in Switzerland and Germany. J Clin Microbiol 59(3):e02238-e2320. https://doi.org/10.1128/JCM.02238-20
Cherak Z, Loucif L, Moussi A, Rolain JM (2021) Carbapenemase-producing Gram-negative bacteria in aquatic environments: a review. J Glob Antimicrob Resi 25:287–309. https://doi.org/10.1016/j.jgar.2021.03.024
Chowdhury G, Ramamurthy T, Das B, Ghosh D, Okamoto K, Miyoshi SI, Dutta S, Mukhopadhyay AK (2022) Characterization of NDM-5 Carbapenemase-encoding gene (blaNDM-5) positive multidrug resistant commensal Escherichia coli from diarrheal patients. Infect Drug Resist 3631–42. https://doi.org/10.2147/IDR.S364526
Clermont O, Bonacorsi S, Bingen E (2000) Rapid and simple determination of the Escherichia coli phylogenetic group. Appl Environ Microbiol 66(10):4555-8. https://doi.org/10.1128/AEM.66.10.4555-4558.2000
Clermont O, Christenson JK, Denamur E, Gordon DM (2013) The Clermont Escherichia coli phylo-typing method revisited: improvement of specificity and detection of new phylo-groups. Environ Microbiol Rep 5(1):58–65. https://doi.org/10.1111/1758-2229.12019
Clinical Laboratory and Standards Institute (2015) Methods for dilution antimicrobial susceptibility tests for bacteria that grow aerobically; Approved Standard-Tenth Edition. CLSI document M07-A10. Wayne, PA: Clinical and Laboratory Standards Institute; 2015
Clinical Laboratory and Standards Institute (2021) Performance standards for antimicrobial susceptibility testing. 31st ed
Dadashi M, Yaslianifard S, Hajikhani B, Kabir K, Owlia P, Goudarzi M, Hakemivala M, Darban-Sarokhalil D (2019) Frequency distribution, genotypes and prevalent sequence types of New Delhi metallo-β-lactamase-producing Escherichia coli among clinical isolates around the world: a review. J Glob Antimicrob Resi 19:284–293. https://doi.org/10.1016/j.jgar.2019.06.008
Dallenne C, Da Costa A, Decré D, Favier C, Arlet G (2010) Development of a set of multiplex PCR assays for the detection of genes encoding important β-lactamases in Enterobacteriaceae. J Antimicrob Chemother 65(3):490–495. https://doi.org/10.1093/jac/dkp498
Das UN, Singh AS, Lekshmi M, Nayak BB, Kumar S (2019) Characterization of blaNDM harboring, multidrug-resistant Enterobacteriaceae isolated from seafood. Environ Sci Pollut Res 26(3):2455–2463. https://doi.org/10.1007/s11356-018-3759-3
Denamur E, Clermont O, Bonacorsi S, Gordon D (2021) The population genetics of pathogenic Escherichia coli. Nat Rev Microbiol 19(1):37–54. https://doi.org/10.1038/s41579-020-0416-x
DevangaRagupathi NK, Veeraraghavan B, MuthuirulandiSethuvel DP, Anandan S, Vasudevan K, Neeravi AR, Daniel JL, Sathyendra S, Iyadurai R, Mutreja A (2020) First Indian report on genome-wide comparison of multidrug-resistant Escherichia coli from blood stream infections. PLoS One 15(2):e0220428. https://doi.org/10.1371/journal.pone.0220428
Ewers C, Li G, Wilking H, Kieβling S, Alt K, Antáo EM, Laturnus C, Diehl I, Glodde S, Homeier T, Böhnke U (2007) Avian pathogenic, uropathogenic, and newborn meningitis-causing Escherichia coli: how closely related are they? Int J Med Microbiol 297(3):163–176. https://doi.org/10.1016/j.ijmm.2007.01.003
FAO(2020) The state of world fisheries and aquaculture 2020. Sustainability in action. Rome
Farhat N, Khan AU (2020) Evolving trends of New Delhi metallo-betalactamse (NDM) variants: a threat to antimicrobial resistance. Infect Genet Evol 86:104588. https://doi.org/10.1016/j.meegid.2020.104588
Garg A, Garg J, Kumar S, Bhattacharya A, Agarwal S, Upadhyay GC (2019) Molecular epidemiology & therapeutic options of carbapenem-resistant Gram-negative bacteria. Indian J Med Res 149(2):285. https://doi.org/10.4103/ijmr.IJMR_36_18
Gómez-Duarte OG, Arzuza O, Urbina D, Bai J, Guerra J, Montes O, Puello M, Mendoza K, Castro GY (2010) Detection of Escherichia coli enteropathogens by multiplex polymerase chain reaction from children’s diarrheal stools in two Caribbean-Colombian cities. Foodborne Pathog Dis 7(2):199–206. https://doi.org/10.1089/fpd.2009.0355
Gupta N, Limbago BM, Patel JB, Kallen AJ (2011) Carbapenem-resistant Enterobacteriaceae: epidemiology and prevention. Clin Infect Dis 53(1):60–67. https://doi.org/10.1093/cid/cir202
Hamza D, Dorgham S, Ismael E, El-Moez SI, Elhariri M, Elhelw R, Hamza E (2020) Emergence of β-lactamase-and carbapenemase-producing Enterobacteriaceae at integrated fish farms. Antimicrob Resist Infect Control 9(1):1–2. https://doi.org/10.1186/s13756-020-00736-3
Hornsey M, Phee L, Wareham DW (2011) A novel variant, NDM-5, of the New Delhi metallo-β-lactamase in a multidrug-resistant Escherichia coli ST648 isolate recovered from a patient in the United Kingdom. Antimicrob Agents Chemother 55(12):5952–5954. https://doi.org/10.1128/AAC.05108-11
Hu L, Liu Y, Deng L, Zhong Q, Hang Y, Wang Z, Zhan L, Wang L, Yu F (2016) Outbreak by ventilator-associated ST11 K. pneumoniae with co-production of CTX-M-24 and KPC-2 in a SICU of a tertiary teaching hospital in central China. Front Microbiol 7:1190. https://doi.org/10.3389/fmicb.2016.01190
Hudzicki J (2009) Kirby-Bauer disk diffusion susceptibility test protocol
Huang Y, Yu X, Xie M, Wang X, Liao K, Xue W, Chan EW, Zhang R, Chen S (2016) Widespread dissemination of carbapenem-resistant Escherichia coli sequence type 167 strains harboring blaNDM-5 in clinical settings in China. Antimicrob Agents Chemother 60(7):4364–4368. https://doi.org/10.1128/AAC.00859-16
Kalasseril SG, Krishnan R, Vattiringal RK, Paul R, Mathew P, Pillai D (2020) Detection of New Delhi metallo-β-lactamase 1 and cephalosporin resistance genes among carbapenem-resistant Enterobacteriaceae in water bodies adjacent to hospitals in India. Curr Microbiol 77(10):2886–2895. https://doi.org/10.1007/s00284-020-02107-y
Khakabimamaghani S, Najafi A, Ranjbar R, Raam M (2013) GelClust: a software tool for gel electrophoresis images analysis and dendrogram generation. Comput Methods Programs Biomed 111(2):512–518. https://doi.org/10.1016/j.cmpb.2013.04.013
Khan AU, Maryam L, Zarrilli R (2017) Structure, genetics and worldwide spread of New Delhi metallo-β-lactamase (NDM): a threat to public health. BMC Microbiol 17(1):1–2. https://doi.org/10.1186/s12866-017-1012-8
Kim HB, Park CH, Kim CJ, Kim EC, Jacoby GA, Hooper DC (2009) Prevalence of plasmid-mediated quinolone resistance determinants over a 9-year period. Antimicrob Agents Chemother 53(2):639–645. https://doi.org/10.1128/AAC.01051-08
Klemm P, Hancock V, Schembri MA (2010) Fimbrial adhesins from extraintestinal Escherichia coli. Environ Microbiol Rep 2(5):628–640. https://doi.org/10.1111/j.1758-2229.2010.00166.x
Köck R, Daniels-Haardt I, Becker K, Mellmann A, Friedrich AW, Mevius D, Schwarz S, Jurke A (2018) Carbapenem-resistant Enterobacteriaceae in wildlife, food-producing, and companion animals: a systematic review. Clin Microbiol Infect 24(12):1241–1250. https://doi.org/10.1016/j.cmi.2018.04.004
Kopotsa K, Osei Sekyere J, Mbelle NM (2019) Plasmid evolution in carbapenemase-producing Enterobacteriaceae: a review. Ann N Y Acad Sci 1457(1):61–91. https://doi.org/10.1111/nyas.14223
Kumar CB, Kumar A, Paria A, Kumar S, Prasad KP, Rathore G (2022a) Effect of spatio-temporal variables, host fish species and on-farm biosecurity measures on the prevalence of potentially pathogenic Aeromonas species in freshwater fish farms. J Appl Microbiol 132(3):1700–1712. https://doi.org/10.1111/jam.15330
Kumar A, Mohapatra S, Bir R, Tyagi S, Bakhshi S, Mahapatra M, Gautam H, Sood S, Das BK, Kapil A (2022b) Intestinal colonization due to carbapenem-resistant Enterobacteriaceae among hematological malignancy patients in India: prevalence and molecular charecterisation. Indian J Hematol Blood Transfus 38(1):1–7. https://doi.org/10.1007/s12288-021-01415-y
Liang WJ, Liu HY, Duan GC, Zhao YX, Chen SY, Yang HY, Xi YL (2018) Emergence and mechanism of carbapenem-resistant Escherichia coli in Henan, China, 2014. Infect Public Health 11(3):347–351. https://doi.org/10.1016/j.jiph.2017.09.020
Manchanda V, Rai S, Gupta S, Rautela RS, Chopra R, Rawat DS, Verma N, Singh NP, Kaur IR, Bhalla P (2011) Development of TaqMan real-time polymerase chain reaction for the detection of the newly emerging form of carbapenem resistance gene in clinical isolates of Escherichia coli, Klebsiella pneumoniae, and Acinetobacter baumannii. Indian J Med Microbiol 29(3):249–253. https://doi.org/10.4103/0255-0857.83907
Manohar P, Shanthini T, Ayyanar R, Bozdogan B, Wilson A, Tamhankar AJ, Nachimuthu R, Lopes BS (2017) The distribution of carbapenem-and colistin-resistance in Gram-negative bacteria from the Tamil Nadu region in India. J Med Microbiol 66(7):874–883. https://doi.org/10.1099/jmm.0.000508
Murugan MS, Sinha DK, Kumar OV, Yadav AK, Pruthvishree BS, Vadhana P, Nirupama KR, Bhardwaj M, Singh BR (2019) Epidemiology of carbapenem-resistant Escherichia coli and first report of blaVIM carbapenemases gene in calves from India. Epidemiol Infect 147. https://doi.org/10.1017/S0950268819000463
Nakayama T, Hoa TT, Huyen HM, Yamaguchi T, Jinnai M, Minh DT, Hoang ON, Le Thi H, Thanh PN, Hoai PH, Do PN (2022) Isolation of carbapenem-resistant Enterobacteriaceae harbouring NDM-1, 4, 5, OXA48 and KPC from river fish in Vietnam. Food Control 133:108594. https://doi.org/10.1016/j.foodcont.2021.108594
Ng LK, Martin I, Alfa M, Mulvey M (2001) Multiplex PCR for the detection of tetracycline resistant genes. Mol Cell Probes 15(4):209–215. https://doi.org/10.1006/mcpr.2001.0363
Osman KM, Kappell AD, Elhadidy M, ElMougy F, El-Ghany WA, Orabi A, Mubarak AS, Dawoud TM, Hemeg HA, Moussa IM, Hessain AM (2018) Poultry hatcheries as potential reservoirs for antimicrobial-resistant Escherichia coli: a risk to public health and food safety. Sci Rep 8(1):1–4. https://doi.org/10.1038/s41598-018-23962-7
Paul D, Babenko D, Toleman MA (2020) Human carriage of cefotaxime-resistant Escherichia coli in North-East India: an analysis of STs and associated resistance mechanisms. J Antimicrob Chemother 75(1):72–76. https://doi.org/10.1093/jac/dkz416
Peter-Getzlaff S, Polsfuss S, Poledica M, Hombach M, Giger J, Böttger EC, Zbinden R, Bloemberg GV (2011) Detection of AmpC beta-lactamase in Escherichia coli: comparison of three phenotypic confirmation assays and genetic analysis. J Clin Microbiol 49(8):2924–2932. https://doi.org/10.1128/JCM.00091-11
Peterhans S, Stevens MJ, Nüesch-Inderbinen M, Schmitt S, Stephan R, Zurfluh K (2018) First report of a blaNDM-5-harbouring Escherichia coli ST167 isolated from a wound infection in a dog in Switzerland. J Glob Antimicrob Resist 15:226–227. https://doi.org/10.1016/j.jgar.2018.10.013
Pitout JD, Peirano G, Kock MM, Strydom KA, Matsumura Y (2019) The global ascendency of OXA-48-type carbapenemases. Clin Microbiol Rev 33(1):e00102-e119. https://doi.org/10.1128/CMR.00102-19
Preena PG, Swaminathan TR, Kumar VJ, Singh IS (2020) Antimicrobial resistance in aquaculture: a crisis for concern. Biologia 75(9):1497–1517. https://doi.org/10.2478/s11756-020-00456-4
Pruthvishree BS, Vinodh Kumar OR, Sinha DK, Malik YP, Dubal ZB, Desingu PA, Shivakumar M, Krishnaswamy N, Singh BR (2017) Spatial molecular epidemiology of carbapenem-resistant and New Delhi metallo beta-lactamase (blaNDM)-producing Escherichia coli in the piglets of organized farms in India. J Appl Microbiol 122(6):1537–1546. https://doi.org/10.1111/jam.13455
Queenan AM, Bush K (2007) Carbapenemases: the versatile β-lactamases. Clin Microbiol Rev 20(3):440–458. https://doi.org/10.1128/CMR.00001-07
Schwarz S, Silley P, Simjee S, Woodford N, van Duijkeren E, Johnson AP, Gaastra W (2010) Assessing the antimicrobial susceptibility of bacteria obtained from animals. J Antimicrob Chemother 65(4):601–604. https://doi.org/10.1093/jac/dkq037
Sfeir MM, Hayden JA, Fauntleroy KA, Mazur C, Johnson JK, Simner PJ, Das S, Satlin MJ, Jenkins SG, Westblade LF (2019) EDTA-modified carbapenem inactivation method: a phenotypic method for detecting metallo-β-lactamase-producing Enterobacteriaceae. J Clin Microbiol 57(5):e01757-e1818. https://doi.org/10.1128/JCM.01757-18
Singh AS, Lekshmi M, Nayak BB, Kumar SH (2016) Isolation of Escherichia coli harboring blaNDM-5 from fresh fish in India. J Microbiol Immunol Infect 49(5):822–823. https://doi.org/10.1016/j.jmii.2014.11.004
Soliman AM, Zarad HO, Nariya H, Shimamoto T, Shimamoto T (2020) Genetic analysis of carbapenemase-producing Gram-negative bacteria isolated from a university teaching hospital in Egypt. Infect Genet Evol 77:104065. https://doi.org/10.1016/j.meegid.2019.104065
Tsilipounidaki K, Athanasakopoulou Z, Billinis C, Miriagou V, Petinaki E (2022) Importation of the first bovine ST361 New Delhi metallo-5 positive Escherichia coli in Greece. Microb Drug Resist 28(3):386–387. https://doi.org/10.1089/mdr.2021.0243
Ture M, Altinok I, Alp H (2018) Effects of cage farming on antimicrobial and heavy metal resistance of Escherichia coli, Enterococcus faecium, and Lactococcus garvieae. Microb Drug Resist 24(9):1422–1430. https://doi.org/10.1089/mdr.2018.0040
van Duin D, Doi Y (2017) The global epidemiology of carbapenemase-producing Enterobacteriaceae. Virulence 8(4):460–9. https://doi.org/10.1080/21505594.2016.1222343
Versalovic J, Koeuth T, Lupski R (1991) Distribution of repetitive DNA sequences in eubacteria and application to finerpriting of bacterial enomes. Nucleic Acids Res 19(24):6823–6831. https://doi.org/10.1093/nar/19.24.6823
Wattimena ML, Mailoa MN, Tupan J, Putri FA, Nanlohy EE, Leiwerissa S, Leiwakabessy J, Lokollo E, Huwae JR, Usu L (2021) Investigation of Escherichia coli contamination in fresh momar (Decapterussp) in Ambon City fish market. InIOP Conference Series: Earth and Environmental Science (Vol. 797, No. 1, p. 012023). IOP Publishing. https://doi.org/10.1088/1755-1315/797/1/012023
Yoo MH, Huh MD, Kim EH, Lee HH, Do Jeong H (2003) Characterization of chloramphenicol acetyltransferase gene by multiplex polymerase chain reaction in multidrug-resistant strains isolated from aquatic environments. Aquaculture 217(1–4):11–21. https://doi.org/10.1016/S0044-8486(02)00169-2
Zhao S, White DG, Ge B, Ayers S, Friedman S, English L, Wagner D, Gaines S, Meng J (2001) Identification and characterization of integron-mediated antibiotic resistance among Shiga toxin-producing Escherichia coli isolates. Appl Environ Microbiol 67(4):1558–1564. https://doi.org/10.1128/AEM.67.4.1558-1564.2001
Acknowledgements
The authors wish to express their sincere thanks to Dr. J.K. Jena, DDG (Fisheries Science), ICAR, New Delhi, and Dr. Kuldeep K Lal, Director, ICAR-NBFGR, Lucknow, India, for institutional funding and support to carry out the work. We are thankful to Dr. Sanath Kumar H, Principal Scientist, ICAR-Central Institute of Fisheries Education, Mumbai, for his support in the conjugation experiment. The first author is also thankful to Maharaja Agrasen University, Solan, for its support, as this work also forms part of the PhD thesis.
Funding
This work was supported by the ICAR-National Bureau of Fish Genetic Resources (NBFGR), Lucknow, India, under the institute-funded project, code: FISHNBFGRCIL 201701200201.
Author information
Authors and Affiliations
Contributions
The manuscript was reviewed and approved for publication by all authors. Dr. Gaurav Rathore, Dr. Abhishek Awasthi, and Arti Dwivedi contributed to the conception and design of the study. Sampling was done by Dr. Chandra Bhushan Kumar, Anil Kumar, Mayank Soni, Dr. Vikash Sahu, and Arti Dwivedi. Draft manuscript preparation was performed by Arti Dwivedi. The statistical data analysis and manuscript editing was done by Dr. Gaurav Rathore and Dr. Chandra Bhushan Kumar.
Corresponding author
Ethics declarations
Ethics approval
The field sample collection was done following the animal ethics guidelines of CPCSEA, Ministry of Fisheries, Animal Husbandry and Dairying, Government of India.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Conflict of interest
The authors declare no competing interests.
Additional information
Responsible Editor: Diane Purchase
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Dwivedi, A., Kumar, C.B., Kumar, A. et al. Molecular characterization of carbapenem resistant E. coli of fish origin reveals the dissemination of NDM-5 in freshwater aquaculture environment by the high risk clone ST167 and ST361. Environ Sci Pollut Res 30, 49314–49326 (2023). https://doi.org/10.1007/s11356-023-25639-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-25639-9