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ORIGINAL RESEARCH article

Front. Microbiol., 07 June 2022
Sec. Antimicrobials, Resistance and Chemotherapy
This article is part of the Research Topic Women in Antimicrobials, Resistance and Chemotherapy: 2022 View all 6 articles

Isolation, Molecular Characterization, and Antimicrobial Resistance of Selected Culturable Bacteria From Crayfish (Procambarus clarkii)

  • 1College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, United States
  • 2Department of Medical Microbiology, Experimental Center, Medical College of Soochow University, Suzhou, China
  • 3China-Australian Joint Laboratory for Animal Health Big Data Analytics, College of Animal Science and Technology & College of Veterinary Medicine, Zhejiang A&F University, Hangzhou, China
  • 4Department of Medical Microbiology, School of Biology and Basic Medical Science, Medical College of Soochow University, Suzhou, China

Red swamp crayfish (Procambarus clarkii) have become one of the favorite aquatic products in China. The modern farming mode which uses antibiotics to prevent diseases could impact the bacteria in crayfish intestines. Here, we determined the distribution and antimicrobial resistance phenotypes of the selected culturable bacteria in crayfish intestines and characterized an isolate with last-line antibiotic resistance determinant. Totally, 257 strains were isolated from 115 crayfish. These strains were highly diverse, with Citrobacter sp. (n = 94, 36.6%) and Aeromonas sp. (n = 88, 34.2%) being dominant. Other isolates belonged to genera Pseudomonas, Myroides, Morganella, Klebsiella, Acinetobacter, Proteus, Enterobacter, Kluyvera, and Escherichia. Most strains from crayfish were susceptible to all tested antibiotics. None of the isolates carried last-line antibiotic resistance genes except one Escherichia coli isolate with blaNDM-5 was detected, which is the first report of blaNDM-5-positive E. coli isolate from red swamp crayfish. Whole-genome sequencing suggested it belonged to ST48 and carried several resistance genes. blaNDM-5 was located within an Tn3000-like transposon linked to an external 5 bp sequence (ACTAT) on both sides on a IncHI1B/HI1A/FIA multi-replicon plasmid. This transposon was considered to be acquired by replicative transposition mediated by IS3000. The emergence of bacteria with last-line antibiotic resistance genes in crayfish poses serious threat to public health since crayfish could act as a reservoir for the transfer of resistance to humans.

Introduction

Red swamp crayfish (Procambarus clarkii) are freshwater crustaceans invading shallow lakes, streams, ditches, and estuaries. Originally distributed in North America and introduced into China from Japan since the late 1930s, red swamp crayfish have been commercially farmed and become one of the favorite aquatic products in China (Wang et al., 2018; Jin et al., 2019). In 2020, crayfish has been extensively farmed in 23 provinces with a total aquaculture production of 2.39 million tons in China. The top five crayfish-breeding provinces in China are Hubei, Anhui, Jiangsu, Hunan, and Jiangxi, which accounted for 94% of the output in total (Ministry-of-Agriculture-and-Rural-Affairs-of-the-People’s-Republic-of-China, 2021). Rice-crayfish mixed farming which constitutes a highly efficient artificial ecosystem has become the dominant cultivation method nowadays (Tan et al., 2021). This integrated cultivation mode routinely uses antibiotics such as norfloxacin, nitrofurazone to prevent and treat diseases in aquaculture systems during the breeding process (Sun et al., 2019). The application of antibiotics could lead to the emergence of antimicrobial resistance even at very low drug concentrations in aquatic environments, posing a severe threat to humans, other animals, and to ecological sustainability (Sun et al., 2020).

The intestinal microflora of red swamp crayfish was reported to be highly diverse, with Proteobacteria, Tenericutes, Firmicutes, and Bacteroidetes being the dominant phyla (Shui et al., 2020; Zhang et al., 2020). Previous studies have isolated diverse bacterial species from the intestine of crayfish, including those belonging to Acinetobacter, Aeromonas, Citrobacter, Bacillus, Corynebacterium, Flavobacterium, Micrococcus, Pseudomonas, Staphylococcus, and Vibrio (Lim et al., 2020; Liu et al., 2020; Feng et al., 2021; Wu et al., 2021). Bacteria from freshwater animals such as Aeromonas sp., Citrobacter sp., and Vibrio sp. have been demonstrated to be vectors for antimicrobial resistance genes (Ranjbar et al., 2019; Singh et al., 2020; Sony et al., 2021). Drug-resistant bacteria could transmit from crayfish to human through the food chain, incurring infectious disease among humans. Carbapenems, colistin, and tigecycline are last-resort antibiotics for treatments of infections caused by multiple drug-resistant Gram-negative bacteria (Zhang et al., 2018). However, the emergence of carbapenemase genes, mobile colistin resistance genes (mcr-1), and the recently reported tigecycline resistance determinants [tet(X), tmexCD1-toprJ1] significantly comprised the efficacy of these last-line antibiotics (Liu et al., 2016; He et al., 2019; Sun et al., 2019; Lv et al., 2020). The antimicrobial susceptibility and the presence of last-line antibiotic resistance genes of bacteria from crayfish intestines remained rarely investigated. To fill this gap, we isolated bacteria from the intestine of red swamp crayfish, characterized the antimicrobial resistance properties, and detected the presence of last-line antibiotic resistance genes of the selected culturable bacteria, and characterized strain with last-line antibiotic resistance genes using genomics-based approaches. In this study, we first reported a blaNDM-5-positive Escherichia coli isolate from red swamp crayfish. blaNDM-5 could be acquired by the plasmid in this E. coli strain through replicative transposon mediated by IS3000. The emergence of multidrug resistant bacteria particularly that with last-line antibiotic resistance genes in crayfish intestine pose serious threat on public health since crayfish could act as a reservoir for the transfer of antimicrobial resistant bacteria and antimicrobial resistance genes to humans.

Materials and Methods

Sample Collection, Strain Isolation, and Identification

A total of 115 healthy red swamp crayfish each weighing approximately 15–20 g were purchased in July 2020 at one time from aquaculture market in Hangzhou, Zhejiang province, China. The crayfish were all dark red and shiny, with complete appendages, smooth body surface, no ciliates and other attachments, strong activity ability, and sensitive response. The entire body of the crayfish was sterilized with 75% ethanol, and then, the intestines in the crayfish were cut open with sterile scissors and maintained in 2 ml sterilized tubes. After rinsing with 0.85% sterile saline and triturating with inoculation loops, 5 μl mashing liquid was inoculated onto the Salmonella Shigella (SS) agar plate for purification. The rest of the mashing intestinal liquid were transferred and cultivated in broth for enrichment. The crayfish intestine samples were cultivated in incubator with constant temperature of 35°C for 18–20 h. A 5 μl broth samples were inoculated onto SS agar plates for further isolation. All visible single colonies were spread on SS plates for purification. The species of all isolates were identified using the matrix-assisted laser desorption/ionization mass spectrometry (MALDI-TOF MS, Bruker Daltonics, Billerica, MA, United States).

Antimicrobial Susceptibility Testing

The antimicrobial susceptibility of the selected culturable isolates from crayfish intestine against eight commonly used antibiotics including ampicillin, gentamicin, ciprofloxacin, cefotaxime, trimethoprim-sulfamethoxazole, cefoperazone-sulbactam, meropenem, and tetracycline was tested using the Kirby-Bauer disk diffusion method (Hudzicki, 2009). The observed inhibition zone diameters were recorded and interpreted according to the CLSI guidelines (CLSI, 2020). Disk diffusion testing for Myroides sp. isolates was not performed since the disk diffusion method has not been systematically studied on them. The minimum inhibitory concentration (MICs) of 15 commonly antibiotics (imipenem, meropenem, ertapenem, cefmetazole, ceftazidime, cefotaxime, amikacin, aztreonam, piperacillin-tazobactam, cefoperazone-sulbactam, ceftazidime-avibactam, cefepime, colistin, tigecycline, and ciprofloxacin) against the blaNDM-5-positive E. coli isolate was tested using microbroth dilution method with E. coli ATCC 25922 as control according to the CLSI guidelines (CLSI, 2020).

Screening of Last-Line Antibiotic Resistance Genes

Genes encoding last-line antibiotic resistance were screened by PCR and Sanger sequencing using primers described previously (Supplementary Table 1), including carbapenemase genes (blaVIM, blaNDM, blaIMP, blaOXA, and blaKPC), mobile colistin resistance genes (mcr), plasmid-mediated high-level tigecycline resistance genes (tet(X)), and the recently reported plasmid-encoded resistance-nodulation-division efflux pump gene tmexCD1-toprJ1 conferring tigecycline resistance (Poirel et al., 2011; Liu et al., 2016; He et al., 2019; Sun et al., 2019; Lv et al., 2020; Li et al., 2021). Strain(s) with last-line antibiotic resistance gene(s) was subjected to further characterization.

Whole-Genome Sequencing and Bioinformatics Analysis

Genomic DNA was extracted from the E. coli isolate carrying blaNDM-5 using the Magen DNA extraction kit (Magen, Guangzhou, China) according to the manufacturer’s instructions. Next-generation sequencing was performed using both the Illumina Novoseq 6,000 platform and the Oxford nanopore Technologies MinION platform using method described previously (Li et al., 2018). Hybrid genome sequence assembly with reads from both platforms was conducted using Unicycler v 0.4.4 (Wick et al., 2017). Assembled genome sequence was annotated with the RAST tool and modified manually (Aziz et al., 2008). Multi-locus sequence typing was conducted using the MLST tool v2.16 (Seemann, 2021). Antimicrobial resistance gene was identified using ResFinder 2.0 (Kleinheinz et al., 2014). Plasmid replicons were analyzed using PlasmidFinder v2.1 (Carattoli et al., 2014). Insertion sequences were identified using ISfinder (Siguier et al., 2006). Plasmid map and genetic context comparisons were visualized using DNAPlotter and Easyfig, respectively (Carver et al., 2009; Sullivan et al., 2011).

Nucleotide Sequence Accession Numbers

The complete genome sequence of E. coli strain X14-3 was deposited in GenBank with accession numbers CP084055 (chromosome), CP084057 (plasmid pX14-3-NDM), and CP084056 (plasmid pX14-3-tetA) under BioProject accession PRJNA765572.

Results

Diversity of the Selected Culturable Bacteria From Crayfish Intestine

The species and number of bacteria isolated from red swamp crayfish are shown in Table 1. A total of 257 strains were isolated from 115 crayfish, including 121 Enterobacteriaceae and 136 other bacteria. One to six strains of bacteria were isolated from 35, 46, 19, 8, 1, and 6 of crayfishes, respectively (Supplementary Table 2). These strains were highly diverse. Citrobacter sp., with a total number of 94, accounted for most of the isolated strains. These Citrobacter sp. strains were isolated from 83 crayfish and belonged to C. freundii (n = 60), C. braakii (n = 32), and C. youngae (n = 2). Other species isolated included Aeromonas sp., Pseudomonas sp., Myroides odoratimimus, Morganella morganii, Klebsiella sp., Acinetobacter sp., Proteus sp., Enterobacter sp., Kluyvera sp., and E. coli. These Aeromonas sp. strains were belonged to A. veronii (n = 40), A. caviae (n = 16), A. enteropelogenes (n = 15), A. hydrophila (n = 11), and A. jandaei (n = 6). Pseudomonas sp. strains included P. putida (n = 17), P. monteilii (n = 3), P. mosselii (n = 2), P. otitidis (n = 1), and other Pseudomonas sp. (n = 6). Klebsiella sp. were belonged to K. pneumoniae (n = 7) and K. aerogenes (n = 1). Acinetobacter sp. were belonged to A. radioresistens (n = 1), A. lwoffii (n = 1), A. baumannii (n = 1), and other Acinetobacter sp. (n = 3). Proteus sp. strains were belonged to P. vulgaris (n = 2), P. hauseri (n = 1), and other Proteus sp. (n = 1). Kluyvera sp. included K. crycrescens (n = 1) and K. ascorbate (n = 1).

TABLE 1
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Table 1. Species and number of bacteria isolated from red swamp crayfish*.

Antimicrobial Resistance Profiles of Bacteria From Crayfish Intestine

The antimicrobial resistance profiles of the selected culturable bacteria from red swamp crayfish are shown in Table 2. All Enterobacteriaceae strains were susceptible or intermediate to gentamicin, trimethoprim-sulfamethoxazole, cefoperazone-sulbactam, meropenem, and tetracycline. Enterobacteriaceae strains resistant to ampicillin, ciprofloxacin, and cefotaxime accounted for 29.8, 4.1, and 2.5%, respectively. All Enterobacteriaceae from crayfish intestine were susceptible to all antibiotics tested or resistant to one or two of the antibiotics ampicillin, ciprofloxacin, cefotaxime, and trimethoprim-sulfamethoxazole. Except the 8 Klebsiella sp. and 2 Kluyvera sp. strains resistant to ampicillin and 1 E. coli strain resistant to ampicillin and cefotaxime, all other antibiotic resistant Enterobacteriaceae strains belonged to Citrobacter sp.

TABLE 2
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Table 2. Antimicrobial resistance profiles of culturable bacteria from red swamp crayfish.

All non-Enterobacteriaceae strains were susceptible to ciprofloxacin, and that resistant to ampicillin, gentamicin, cefotaxime, trimethoprim-sulfamethoxazole, cefoperazone-sulbactam, meropenem, and tetracycline accounted for 90.0, 5.0, 10.0, 10.0, 10.0, 10.0, and 5.0%, respectively. The majority of non-Enterobacteriaceae strains was susceptible to all antibiotics tested, but strains resistant to multiple antibiotics were observed, including a Pseudomonas sp. strain resistant to ampicillin, cefotaxime, trimethoprim-sulfamethoxazole, cefoperazone-sulbactam, and meropenem, and an A. caviae strain resistant to gentamicin, cefotaxime, trimethoprim-sulfamethoxazole, cefoperazone-sulbactam, and tetracycline. In addition, the antimicrobial resistance profiles of predominate bacterial species from red swamp crayfish are shown in Table 3.

TABLE 3
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Table 3. Antimicrobial resistance profiles of predominate bacterial species from red swamp crayfish.

Characteristics of an Escherichia coli Isolate Carrying blaNDM-5

PCR screening indicated one E. coli isolate (X14-3) carried blaNDM-5, and other isolates were negative for last-line antibiotic resistance genes including carbapenemases genes, mcr-1, tet(X), and tmexCD1-toprJ1. The crayfish isolated with this E. coli strain also has the following isolates: Citrobacter braakii, Aeromonas veronii, Myroides odoratimimus, Pseudomonas mosselii, and Pseudomonas putida (Supplementary Table 2). Antimicrobial susceptibility test suggested E. coli strain X14-3 was susceptible to most antibiotics including imipenem (≤1 μg/ml), meropenem (≤1 μg/ml), ertapenem (≤2 μg/ml), cefmetazole (≤2 μg/ml), piperacillin-tazobactam (16/4 μg/ml), ceftazidime-avibactam (≤0.5/4 μg/ml), cefepime (≤4 μg/ml), colistin (1 μg/ml), tigecycline (≤0.25 μg/ml), ciprofloxacin (≤1 μg/ml), amikacin (≤4 μg/ml), aztreonam (≤4 μg/ml), but was resistant to ceftazidime (>128 μg/ml), and cefotaxime (64 μg/ml). Despite carrying the carbapenemase gene blaNDM-5, strain X14-3 remained susceptible to carbapenems. The underlying mechanism remained to be investigated.

The genome of strain X14-3 was assembled into three complete circularized contigs, including a 4,566,038 bp chromosome encoding 4,492 predicted ORFs with a GC content of 50.9% and two multidrug resistant plasmids (pX14-3-NDM and pX14-3-tetA). Strain belonged to ST48 and carried an array of resistance genes on both plasmids. Plasmid pX14-3-NDM was 280,258 bp in length with a G + C content of 48.2%. It was an IncHI1A/HI1B/FIA multi-replicon plasmid comprising 315 predicted ORFs. A BLASTn search in the NCBI nr database suggested it was a plasmid which exhibited 99.89% identity with the 411,833 bp plasmid p4M8F (accession: MN256758) from an E. coli isolate at 67% coverage. pX14-3-NDM carried antimicrobial resistance genes blaNDM-5, blaCTX-M-27, aac(3)-Ild, blaTEM-1B, aph(3′)-Ia, mph(A), sul1, aadA16, and floR (Figure 1). Besides, pX14-3-NDM carried a mercury resistance (mer) operon. The blaNDM-5 gene was located within a 14,678 bp intact Tn3000-like transposon with the structure IS3000-ISKox3-polV-impA-IS26-dsbC-trpF-bleMBL-blaNDM-5-△ISAba125-IS5-△ISAba125-IS3000. This region was flanked by two copies of IS3000, one at each end in the same orientation. It was highly homologous to its counterparts on several plasmids including pGSH8M-2-4 (accession: AP019679, 99.98% sequence identity and 100% coverage) in the NCBI nr database except that sequences in the database carried only one copy of IS3000 located upstream of blaNDM-5. Each IS3000 in pX14-3-NDM was in turn linked to an external 5 bp sequence (ACTAT), possibly a product of target site duplications, suggesting that the Tn3000-like transposon was inserted into the backbone of plasmid pX14-3-NDM by replicative transposition mediated by IS3000 (Figure 2).

FIGURE 1
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Figure 1. Circular plasmid map of pX14-3-NDM. Pink, blue, red, turquoise, and cyan arrows represent genes responsible for antimicrobial resistance, mobile element, plasmid replicon, mercuric resistance, and other functions, respectively.

FIGURE 2
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Figure 2. Genetic environment of blaNDM-5. Red, cyan, and yellow arrows denote antimicrobial resistance genes, mobile elements, and other genes, respectively. TSD, target site duplication.

Plasmid pX14-3-tetA was a 108,559 bp, p0111 plasmid which encodes 123 predicted ORFs with a G + C content of 51.3%. It was 99.71% identical to the 192,477 bp plasmid p1079-IncFIB-N (accession: MG825383) from an E. coli isolate at 78% coverage. pX14-3-tetA carried antibiotic resistance genes including strA, strB, sul2, blaTEM-1, floR, and two copies of tet(A). These resistances genes were associated with diverse mobile elements including TnAs1, Tn2, ISKpn19, IS26, and ISVsa3, suggesting they were acquired by horizontal gene transfer (Figure 3).

FIGURE 3
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Figure 3. Circular plasmid map of pX14-3-tetA. Pink, blue, red, and cyan arrows represent genes responsible for antimicrobial resistance, mobile element, plasmid replicon, and other functions, respectively.

Discussion

Red swamp crayfish are crustaceans that not only play key roles in freshwater ecosystems but are also economically important (Dragičević et al., 2021). They are cultivated in aquaculture for both human consumption and ornamental purposes. Mounting evidence suggest that intestinal microbiota is closely correlated with host’s health status (Shui et al., 2020). Intestinal microbiota balance of crayfish could be affected by the external interferences, such as the mode of cultivation. A recent high-throughput 16S rRNA gene sequencing-based study suggested that development, followed by diet, is a better key driver for crayfish gut microbiota patterns than geographical location (Zhang et al., 2020; Xie et al., 2021). Also, healthy and diseased crayfish have distinct intestinal bacterial communities according to gut microbial community studies (Xiong et al., 2015). Sequence-based studies have demonstrated that the microflora of crayfish is high diverse, with dominant phyla including Proteobacteria, Bacteroidetes, Firmicutes, and Tenericutes (Shui et al., 2020; Zhang et al., 2020). Besides, Actinobacteria was reported to be dominant among crayfish sampled in rice fields but was not popular among those fed with fermented or non-fermented feed (Shui et al., 2020; Zhang et al., 2020). This could be related to the function of Actinobacteria which could breakdown plant biomass rich in rice fields (Zhang et al., 2020).

Compared with the sprouting studies on sequence-based research of crayfish intestinal bacteria, few studies reported bacteria in crayfish with culture-based methods. Culturable bacteria from crayfish are important resources for studying the function of intestinal microbiota. In this study, strains belonging to Gammaproteobacteria (Citrobacter sp., Aeromonas sp., Pseudomonas sp., Morganella sp., Klebsiella sp., Acinetobacter sp., Proteus sp., Escherichia sp., and Kluyvera sp.) and Bacteroidetes (Myroides sp.) were isolated from the intestines of healthy red swamp crayfish. According to previous studies, strains belonging to Acinetobacter, Aeromonas, Citrobacter, Bacillus, Corynebacterium, Flavobacterium, Micrococcus, Pseudomonas, Staphylococcus, and Vibrio could be isolated from crayfish (Lim et al., 2020; Liu et al., 2020; Feng et al., 2021; Wu et al., 2021). The bias between the species isolated in this study and previous ones could be associated with the isolation method including the culture media, temperature, and oxygen, and there is no ideal method for bacteria isolation (Tabacchioni et al., 2000). The high diversity of the gut microbiota of crayfish is a significant challenge for a culture dependent approach. We acknowledged the limitations in the isolation method in this study. More culture media and conditions could be tried to obtain more culturable bacteria from crayfish. Citrobacter sp. (36.6%) and Aeromonas sp. (34.2%) accounted for the majority of culturable bacteria from crayfish. Citrobacter sp. is a typical human-animal-fish comorbidity pathogen widely distributed in nature (Nawaz et al., 2008). Aeromonas sp. is a typical zoonosis and opportunistic pathogen widely distributed in the aquatic environment (Zhu et al., 2021). The increased breeding density and widespread use of antibiotics in aquaculture has led to the increasing prevalence of Citrobacter sp. and Aeromonas sp., which presents risks to crayfish farming (Patil et al., 2016; Liu et al., 2020).

Previous studies have sporadically reported the antimicrobial resistance of bacteria from diseased crayfish, but the antimicrobial resistance properties of culturable intestinal bacteria from healthy red swamp crayfish remained poorly studied (Ranjbar et al., 2019; Dong et al., 2020). Our results suggested most selected culturable bacteria from healthy crayfish were susceptible to all tested antibiotics, but a Pseudomonas. sp. an A. caviae, and an E. coli that were multidrug resistant were isolated. The farming mode which uses antibiotics in aquaculture systems could have posed pressure on intestinal bacteria and lead to the emergence of multidrug resistant strains. We further tested the presence of last-line antibiotic resistance genes among strains from crayfish intestine and found one E. coli belonging to ST48 with the carbapenemases gene, blaNDM-5. To our knowledge, this is the first report of blaNDM-5-positive E. coli isolate from red swamp crayfish. This isolate also carried an array of other antimicrobial resistance genes and a mercury resistance operon. E. coli with ST48 belonged to phylogroup A, and was frequently associated with antimicrobial resistance genes including last-line antibiotic resistance genes like carbapenemases genes and mcr-1 (Wang et al., 2020). ST48 E. coli has been detected in healthy volunteers, seafood, and water (Aworh et al., 2021). Mobile genetic elements including plasmids, insertion sequences, integrons, and integrative and conjugative play pivotal roles in the dissemination of antimicrobial resistance (Partridge et al., 2018). In this study, blaNDM-5 was located on a IncHI1A/HI1B/FIA multi-replicon plasmid, constituting an intact Tn3000-like transposon with its adjacent genes. Tn3000 belonged to the Tn3 family which could actively mediate replicative transposition and have made major contributions to antimicrobial drug resistance dissemination or to endowing environmental bacteria with novel catabolic capacities (Nicolas et al., 2015). Previous study has demonstrated blaNDM-1 gene may be transmitted by Tn3000 in different parts of the world (Campos et al., 2015). The presence of blaNDM-5 on such a mobile transposon poses a serious public health concern and suggests that new last-line antibiotic resistance genes are emerging in red swamp crayfish, which should be closely monitored.

Data Availability Statement

The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found at: https://www.ncbi.nlm.nih.gov/genbank/, CP084055, https://www.ncbi.nlm.nih.gov/genbank/, CP084057, and https://www.ncbi.nlm.nih.gov/genbank/, CP084056.

Author Contributions

ZH and ND designed and conducted the experiments, prepared figures, and wrote the manuscript. YL contributed to review and edit the manuscript. CC contributed to development of methodology and validation. ND contributed to supervision, project administration, funding acquisition, and review and edit the manuscript. All authors contributed to the article and approved the submitted version.

Funding

This work was supported by the start-up fund from Soochow University (GJ13400121).

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2022.911777/full#supplementary-material

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Keywords: red swamp crayfish, Procambarus clarkii, culturable bacteria, diversity, antimicrobial resistance, whole-genome sequencing

Citation: Huang Z, Li Y, Cai C and Dong N (2022) Isolation, Molecular Characterization, and Antimicrobial Resistance of Selected Culturable Bacteria From Crayfish (Procambarus clarkii). Front. Microbiol. 13:911777. doi: 10.3389/fmicb.2022.911777

Received: 03 April 2022; Accepted: 19 May 2022;
Published: 07 June 2022.

Edited by:

Didem Sen Karaman, Izmir Kâtip Çelebi University, Turkey

Reviewed by:

Larry Croft, Deakin University, Australia
Yancheng Yao, University of Giessen, Germany

Copyright © 2022 Huang, Li, Cai and Dong. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Ning Dong, dong.ning@connect.polyu.hk

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