Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Antimicrobial multidrug resistance of Escherichia coli from broiler farms in Zhanjiang, China

  • CuiYi Liao ,

    Contributed equally to this work with: CuiYi Liao, JinJu Peng

    Roles Methodology

    Affiliations College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China, College of Traditional Chinese Medicine, Zhanjiang University of Science and Technology, Zhanjiang, China

  • JinJu Peng ,

    Contributed equally to this work with: CuiYi Liao, JinJu Peng

    Roles Writing – original draft

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

  • Shuaishuai Luo,

    Roles Data curation

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

  • Xingpeng Xie,

    Roles Data curation

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

  • Yang Li,

    Roles Software

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

  • Haotian Ma,

    Roles Validation

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

  • Mengbo Yu,

    Roles Software

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

  • Yuexia Ding ,

    Roles Writing – review & editing

    dingyuexia2006@163.com (YD); mayi761@163.com (YM)

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

  • Yi Ma

    Roles Funding acquisition

    dingyuexia2006@163.com (YD); mayi761@163.com (YM)

    Affiliation College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, China

Abstract

Guangdong Province is an important area of poultry breeding in China. Zhanjiang city is located in the western part of Guangdong Province, where there are many broiler farms. To investigate antimicrobial resistance (AMR) and the presence of resistance genes in Escherichia coli from broiler farms, a total of 220 samples were collected from soil and feces at eight broiler farms. Subsequently, 220 strains of E. coli were isolated for drug resistance analysis and detection of AMR genes. The results revealed that the isolated E. coli strains exhibited high prevalence of multidrug resistance to 12 antimicrobial drugs including amoxicillin, tetracycline, cotrimoxazole and sulfisoxazole. Among the isolated strains, 95% of the isolates were resistant to more than three antimicrobial agents; notably, thirty-nine strains showed multidrug resistance to ten tested drugs, while four strain exhibits multidrug resistance to as many as fifteen antibacterial drugs. Additionally, seven AMR genes such as blaTEM and sul2 were detected in over half (≥50%) of the isolated E. coli samples; thirteen AMR genes had relatively low detection prevalence (≤30%). Correlation analysis indicated a strong association between certain AMR genes (blaTEM, pexA, aadA1, blaAIM, ant(3")-I, sul2, sul3, tet(D)) and AMR (≥50%). In conclusion, E.coli strains obtained from soil and fecal samples in broiler farms exhibited multidrug resistant phenotypes along with carrying various AMR genes. This provides a reference for the scientific control of E. coli multidrug resistance in this area.

Introduction

Escherichia coli is a member of the Enterobacteriaceae family, which is widely distributed throughout the entire chicken farming feeding chain, livestock houses, feces, and surrounding soil environments. It can cause significant economic losses to the livestock industry and pose serious threats to global public health security. According to the World Health Organization (WHO) classification of the expression of antibiotics, the use of antibiotics in animals can be divided into three major categories: therapeutic use, disease prevention, and promoting economic growth [1]. In the poultry industry, antibiotics are mainly used to treat intestinal infections caused by Salmonella or E. coli. Researchers investigated the antibiotic usage and resistance issues in chicken farms in Guangdong Province, China. The primary classes of antibiotics utilized included macrolides, sulfonamides, quinolones, chloramphenicols, and tetracyclines [2]. Additionally, the researchers observed that the contamination levels of antibiotics and AMR genes were more severe in broiler farms than in layer farms [2]. Antibiotic usage for disease prevention is permitted in all large poultry-producing countries [3]. The shift to intensive livestock farming will rely heavily on antibiotics to keep animals healthy, with global antibiotic consumption expected to increase by 67% between 2010 and 2030 [4].The report shows that China was considered the biggest user of antibiotics in the world, with antibiotic use in animal was about 5.7 times that in the United States [5]. Chinese animal surveillance revealed high levels of antimicrobial resistance and increasing resistance trends in bacteria of animal origin [5].

The emergence of AMR has raised significant concerns regarding the misuse of antibiotics. The utilization of antimicrobials in livestock is closely associated with the development of antimicrobial resistance, and mechanisms for antibiotic resistance can easily disseminate within microbial communities [6]. While studies on antimicrobial resistance have primarily focused on clinical pathogens, there has been a recent surge in attention towards its impact on animals, agricultural practices, wildlife, and the environment due to the rise of zoonotic diseases [7], the development of resistant strains has raised some public health concerns. With the increasing recognition of the “One Health” concept, the environmental risks associated with the dissemination of antibiotic-resistant bacteria from livestock farming have garnered significant attention. Extensive resistome reservoirs have been identified in various farm manures, wastewater, and surrounding environments [8,9]. Antibiotic-resistant strains can be transmitted to humans via food chains, water contamination and other pathways, thereby posing a substantial threat to human health and safety. In particular, multidrug resistant E. coli has emerged as a critical pathogen endangering public health [10,11].

E.coli is facultative, anaerobic Gram-negative rods commonly found in the intestinal tract of food-production animals and humans. E.coli can be classified into different pathotypes capable of causing various diseases. Intestinal pathogenic E. coli (IPEC) is responsible for gastrointestinal disorders ranging from mild diarrhea to severe colitis [12]. Extraintestinal pathogenic E. coli (ExPEC) is a new group of E. coli that colonizes other tissues outside the host intestine and causes serious disease. Avian pathogenic E. coli (APEC), a subset of ExPEC, primarily causes respiratory or systemic infections in poultry [13]. Moreover, it is a major contributor to colibacillosis in poultry production, which leads to decreased productivity and increased mortality resulting in significant economic losses [14]. Colibacillosis manifests as acute fatal septicemia or sub-acute fibrinous pericarditis, airsacculitis, salpingitis, and peritonitis. Prolonged use of antibiotics not only promotes resistance among pathogenic bacteria but also induces toxic side effects on tissues and organs, thereby impacting production performance and causing substantial economic losses to the breeding industry. Furthermore, the frequent application of similar antimicrobial drugs for treating E. coli induced diseases in animals and humans has made it challenging to identify effective antimicrobial agents against bacterial infections in humans [15].

Zhanjiang, located in Guangdong Province, is a significant poultry producer in China. However, limited knowledge exists regarding multidrug resistance patterns and the distribution of AMR genes among E. coli isolates from broiler farms and their surroundings. This study aimed to determine the distribution of AMR genes and analyse multidrug resistance profiles among E. coli strains isolated from broiler farms, providing a basis for subsequent healthy breeding or prevention and control of bacterial drug resistance.

Materials and methods

Sampling

Samples were obtained from eight broiler farms situated in the counties around Zhanjiang City. Farms with a breeding scale exceeding 5,000 were selected as sampling sites. The broiler has a certain range of activities, non-scale cage in the farms. The sampling time is generally selected in the morning, and the experimenters carry sterile cotton swabs and test tubes. Collect fresh and independent fecal samples after the chickens moved around. Soil samples were collected at a depth of 1–3 cm from the surface of the surrounding farms. The samples were independently collected and the weight each sample was more than 20 g. After collection, they were placed in ice boxes and brought back to the laboratory for operation within 5 hours. The remaining experimental samples were stored at 4 °C for future use and were discarded three days post-sampling. A total of 220 samples were obtained for analysis, comprising fifteen soil and fifteen fecal samples from each of six broiler farms, while ten soil and ten fecal samples from each of the remaining two farms. The sampling procedure was approved by the College of Coastal Agricultural Sciences of Guangdong Ocean University and consent was obtained from the farms during sampling.

Isolation, culture and purification of E. coli

After mixing 10 g of the sample with 1 mL of ultrapure water, single colonies were isolated on McConkey medium (Beijing Land Bridge Technology Co. LTD, CM908) using the streak plate technique, and incubated at 37 °C for 18 hours. A single bright peachy or reddish, dark peachy center, round, flat, neat edges, smooth, moist surface typical colony was selected for line purification on Eosin-Methylene Blue medium (Beijing Land Bridge Technology Co. LTD, CM105). Subsequently, colony with a black metallic lustre was selected for secondary purification on Eosin-Methylene Blue medium. Next, a suspected E. coli single colony was selected and inoculated into a 2 mL tube containing Nutrient Broth (Beijing Land Bridge Technology Co. LTD, CM106), followed by cultivation in a 37 °C incubator for 12 hours. Finally, 30% glycerol was added for storage at −20 °C [16].

PCR identification of E. coli

According to the instructions provided by the TIANamp Bacteria DNA Kit (Tiagen Biochemical Technology (Beijing) Co., Ltd, DP302), genomic DNA from each strain was extracted as a template. The preserved strains were subsequently identified through PCR utilizing the E. coli-specific phoA gene, the primer sequences for the phoA gene were F: 5′-TACAGGTGACTGCGGGCTTATC-3′, R: 5′-CTTACCGGGCAATA CACTCACTA-3′ [16]. The PCR reaction conditions with reference to the relevant literature [12]. The positive control was the E. coli quality control strain (ATCC 25922), while nuclease-free deionized water served as the negative control.

Drug susceptibility testing

Disk diffusion method as recommended by the CLSI (Clinical and Laboratory Standards Institute), was employed for the detection and analysis of multidrug resistance. E. coli control strain (ATCC 25922) was used in antimicrobial susceptibility testing. Antimicrobial agents included Amoxicillin (20 μg), Carbenicillin (100 μg), Cefradine (30 μg), Cefixime (5 μg), Meropenem (10 μg), Imipenem (10 μg), Florfenicol (30 μg), Chloramphenicol (30 μg), Amikacin (30 μg), Neomycin (30 μg), Cotrimoxazole (23.75/1.25 μg), Sulfamisoxazole (300 μg), Tetracycline (30 μg), Doxycycline (30 μg), Norfloxacin (10 μg), Enrofloxacin (10 μg), Fosfomycin (200 μg), Furazolidone (300 μg). The antibiotic disks were purchased from Hangzhou Microbiology Co., Ltd. Five antimicrobial disks were placed in each Mueller-Hinton agar (Beijing Land Bridge Technology Co. LTD, CM106, CM902) plate, and the distance between the disks was greater than 24 mm with each drug subjected to three replicates for each bacterial strain, followed by cultivation in a 37 °C incubator for 20 hours. The diameter of the inhibition zone was determined using a vernier caliper, calculated as the mean of three independent measurements. The experimental methods with reference to the relevant literature [16,17]. The results were classified according to the CLSI M100-Ed32 standard [18], the number of drug resistant strains was statistically analyzed. Strains exhibiting multidrug resistance to three or more antimicrobial agents were designated as multidrug resistant (MDR).

AMR gene detection of E. coli

The PCR method was used for the detection of 22 AMR genes carried by the E. coli. The identified AMR genes conferred resistance to several antibiotic classes, including β-lactams (blaCTX-M, blaTEM, blaCMY) [1921], carbapenems (blaBIC, blaAIM, blaGIM) [22,23], aminoalcohols (fexA, fexB, catB, pexA) [24,25], aminoglycosides (rmtB, aadA1, aph (3')-IIIa, ant (3") -I) [2628], sulfonamides (sul2, sul3) [29], tetracyclines (tet(B), tet(D), tet(E)) [30], quinolones (aac(6’)-Ib-cr, qepA, qnrB) [31]. Primer information was shown in Table 1. The positive control was the E. coli quality control strain (ATCC 25922), while nuclease-free deionized water served as the negative control. Due to the scarcity of specific positive control strains for some rare resistance genes in domestic and international strain repositories, this experiment was unable to include corresponding gene-specific positive controls in the detection of these genes. Only the E. coli (ATCC 25922) was used for verification. This situation has certain limitations. Theoretically, it may cause a slight uncertainty in the interpretation of negative results for these genes and cannot completely rule out the potential risk of false negatives.

thumbnail
Table 1. Information of PCR primers for E. coli resistance genes.

https://doi.org/10.1371/journal.pone.0335518.t001

Correlation detection between AMR genes and drug resistance phenotypes

The results of AMR gene detection and drug susceptibility test were compared, the coincidence rate was calculated, and the correlation between AMR gene and drug resistance phenotype was analyzed. Coincidence rate (%) = (number of resistant strains with positive genes + number of sensitive strains with negative genes)/ total number of strains × 100% [32].

Statistical analysis

The statistical analyses data were managed using Excel 2012 software. The statistical analysis was performed using SPSS 25.0 software.

Results

Isolation and Identification of E. coli

The colonies typically appeared pink, smooth, moist, and round on MacConkey agar medium, with a diameter of approximately 1.5 mm. The colonies appear purplish black on Eosin-Methylene Blue agar medium, with metallic luster, round colonies, about 1 mm in diameter. One E. coli strain was isolated from each sample of soil and faeces, totaling to 220 strains. The bacterial genome was extracted, followed by PCR identification. A 622 bp band was obtained, which was consistent with the fragment size of the specific primers phoA. It was determined that the isolated and cultured 220 strains were E. coli.

Antimicrobial drug resistance of E. coli

The antimicrobial drug resistance results of the isolated E. coli strains were presented in Tables 2 and 3. The E. coli strains isolated from the eight broiler farms exhibited high prevalence of MDR against aminoglycosides, sulfonamides and tetracyclines. Extensively drug resistant (XDR) was defined as non-susceptibility to at least one agent in all but two or fewer antimicrobial categories and pandrug resistant (PDR) was defined as non-susceptibility to all agents in all antimicrobial categories [33]. Among the E. coli isolates from fecal samples, farm V exhibited the highest resistance prevalence, with over 65% multidrug resistance to all tested antibiotics. Notably, 8 antibiotics showed a complete multidrug resistance prevalence. The isolates from Farm VIII showed XDR, a complete multidrug resistance prevalence (100%) for 6 antibiotics. Regarding the E.coli isolates found in soil samples, farm Ⅰ and VIII displayed the highest multidrug resistance prevalence with over 80% resistant to 10 antibiotics, among them, 6–7 antibiotics had a complete multidrug resistance prevalence (100%).

thumbnail
Table 2. Results of drug sensitivity test on isolates from fecal samples of eight broiler farms.

https://doi.org/10.1371/journal.pone.0335518.t002

thumbnail
Table 3. Results of drug sensitivity test on isolates from soil samples of eight broiler farms.

https://doi.org/10.1371/journal.pone.0335518.t003

The drug resistance profiles of the 220 E. coli isolates against 18 antibacterial agents were presented in Table 4. High prevalence of resistance (≥85%) were observed for amoxicillin, tetracycline, florfenicol, doxycycline, chloramphenicol, cotrimoxazole, sulfafurazole, neomycin, clarithromycin and carbenicillin among the isolates. Conversely, low prevalence of resistance (≤30%) were detected for meropenem, amikacin, norfloxacin, enrofloxacin, imipenem and furazolidone.

thumbnail
Table 4. Resistance of 220 isolated strains of Escherichia coli from 8 broiler farms to 18 antimicrobial drugs.

https://doi.org/10.1371/journal.pone.0335518.t004

The results depicted in Fig 1 demonstrated that 95% of the isolates were resistant to more than three antimicrobial agents, displaying multidrug resistance to a maximum of 15 antibacterial agents. Moreover, over 85% of the isolated E. coli strains demonstrated MDR to more than eight drugs, with the highest number of strains (39 strains, accounting for 17.7%) exhibiting XDR to 10 antibacterial drugs, 14% exhibited XDR to 11 antimicrobial drugs, 13.6% demonstrated resistance to 12 drugs. Notably, only 1.8% of the strains displayed simultaneous resistance to as many as 15 drugs, while only 1.3% of the isolated were resistant to one drug.

thumbnail
Fig 1. Results of multidrug resistance of 220 Escherichia coli isolates.

https://doi.org/10.1371/journal.pone.0335518.g001

AMR gene distributions of E. coli

The detection results for the presence of 22 different AMR genes in 220 E. coli strains isolated from eight broiler farms are presented in Table 5. The AMR genes with a high prevalence of E.coli isolates in soil samples include ant (3")- I (72%), sul2 (64%), aadA1 (64%) and blaTEM (61%). The high prevalence of the AMR genes of E. coli isolates in the fecal samples were as follows: sul2 (89%), blaAIM (77%), ant (3")- I (66%) and blaTEM (66%). The prevalence of resistance genes associated with sulfonamides, aminoglycosides, and β-lactams was generally higher in breeding farms.

thumbnail
Table 5. Detection of drug resistance genes in 220 strains of Escherichia coli.

https://doi.org/10.1371/journal.pone.0335518.t005

The distribution of drug-resistance genes in feces and soil exhibited variations, as depicted in Fig 2, for the AMR genes carried by 220 strains of E. coli. Fecal isolates demonstrated a range of at least four to a maximum of eighteen different AMR genes, with the highest prevalence observed among isolated E. coli strains carrying nine resistance genes (16 strains, 14.5%). Soil isolates harbored at least four to a maximum of fifteen genes, with the largest proportion consisting of strains carrying 11 AMR genes (23 strains, 20.9%).

thumbnail
Fig 2. Distribution of Escherichia coli resistance genes in feces and soil.

https://doi.org/10.1371/journal.pone.0335518.g002

Correlation analysis of AMR genes and drug resistance

As described in Table 6, comparative analysis of drug resistance spectrum between positive and negative strains of drug resistance genes, the following AMR genes had a high correlation rate with drug resistance phenotype: ant (3")- I and sul2 were higher than 87%. The second was blaAIM (71.36%). pexA, aadA1, sul3 and blaTEM were more than 60%. The correlation rate of other AMR genes was relatively low (<50%).

thumbnail
Table 6. Correlation analysis between antimicrobial resistance genes and drug resistance of Escherichia coli isolates.

https://doi.org/10.1371/journal.pone.0335518.t006

Discussion

The emergence of antibiotic resistance in E. coli represents a significant challenge for human and animal health on a global scale. It is a genuine public health concern that demands urgent attention [34]. The judicious use of antibiotics in humans and animal production is essential to mitigate the risk of antibiotic resistance [35]. The majority of antibiotics consumed by humans and animals are not fully metabolised within the body, resulting in their release into the environment through excretion [36]. In this study, it was observed that E. coli strains isolated from fecal and soil samples collected from broiler farms exhibited drug MDR and XDR. Notably, The prevalence of multidrug resistance to sulfisoxazole, cotrimoxazole, and tetracycline among the isolated strains exceeded 90%. Bratfelan et al. investigated the prevalence and antimicrobial resistance of E. coli isolates from chicken meat in Romania, they found that E. coli exhibited high resistance to tetracycline, ampicillin, and sulfamethoxazole [37]. Messaili et al. determined the antimicrobial resistance of 100 fecal E. coli isolated from chickens in Algeria, high resistance prevalence was noted for amoxicillin, cefazolin, fluoroquinolones, tetracycline, trimethoprim, and sulfonamides, 93% of E. coli isolated strains present MDR [38]. In Hebei Province, China, the highest antibiotic resistance rate was observed for ampicillin, exceeding 90.0%. Furthermore, significant resistance rates were also recorded for florfenicol, ceftiofur, enrofloxacin, and sulfisoxazole, all surpassing 70.0% [39]. Data from Zhejiang Province demonstrate that the isolated Escherichia coli strains exhibit marked resistance to tetracycline (92.92%), sulfisoxazole (93.05%), florfenicol (83.11%), and ampicillin (78.27%) [40]. These findings were similar to those of our experiment. Among these antibiotics, sulfonamides, amoxicillin and tetracyclines demonstrated the highest levels of multidrug resistance. They act as broad spectrum antibiotics, which were also commonly employed in clinical treatment of intestinal bacterial infections. There are two main ways to emergence antimicrobial resistance: the first is through intrinsic genetic mutations, mainly vertical transmission from parents to offspring, and the second is through horizontal gene transfer of mobile genetic elements, accelerating the emergence of multidrug resistant strains [41]. This may be attributed to the high multidrug resistance prevalence resulting from the frequent use of these antibiotics on farms, indicating that their clinical use should be avoided or strictly regulated. Differences in individual drug resistance appear in different regions, which may be due to factors such as the choice and dosage of drugs used on farms, feeding methods and conditions.

Ninety-five percent of the 220 isolates were resistant to more than 3 antibiotics, and a maximum of 15 antibiotics, indicating the severity of multidrug resistance. In some studies of China, high drug resistance to β-lactams including ampicillin and amoxicillin, with a resistance prevalence of more than 97%, followed by florfenicol (95%) was observed in avian-origin E. coli strains of Shandong Province [42]. In four provinces of Eastern China, 230 strains of avian E. coli were isolated and their drug resistance was detected. The resistance prevalence of the isolates to tetracycline was higher than 95% which was similar to our research results [43]. It has been observed that E. coli strains exhibit a high level of resistance to sulphamethoxazole-trimethoprim, followed by tetracycline and ampicillin in Bangladesh [44]. Antimicrobial multidrug resistance is closely associated with the utilization of antibiotics. Several studies have reported that E. coli from broiler chickens revealed multidrug resistance to ampicillin, tetracycline, ciprofloxacin, nalidixic acid, and sulfamethoxazole-trimethoprim [45]. The transmission of ARGs from bacterial organisms to potential human pathogens has significant implications for human health [46]. This is due to the fact that the presence of these genes in the environment undermines the efficacy of antibiotic treatments and consequently poses a threat to public health [47]. Experiments conducted by Chuppava et al. demonst prevalenced that broiler chicken feces harbor drug resistant E. coli strains carrying multiple drug resistance genes, which subsequently spread within the vicinity of chicken houses [48]. Given that E. coli is a prevalent pathogen in both humans and animals, the issue of AMR associated with E. coli has become a prominent concern in public health. The isolates obtained from eight broiler farms exhibited up to 22 AMR genes, indicating the complexity and consistency of multidrug resistance patterns. Moreover, there was a significant disparity in the detection prevalence of identical AMR genes between fecal and soil isolates from the same farm, suggesting the intricate nature of drug resistance gene existence. The main AMR genes carried by 220 isolates included blaTEM, blaAIM, pexA, aadA1, ant(3")-I, sul2,and sul3. The TEM family of extended-spectrum beta-lactamases (ESBLs) has long been recognized as globally prevalent. Plasmid-mediated beta-lactamases, blaTEM was identified in the E. coli isolates at a prevalence of 63.18%. Among the 262 ESBL-positive E. coli isolates in central China, TEM accounted for the highest proportion at 76.72%, which aligns with the findings of this study [49]. TEM was also found to be one of the main genes mediating β-lactam antibiotic resistance in E.coli isolated in Hebei Province [39]. These genes are plasmid-borne and can be transferred to other bacteria, environments, and humans [50], making the latest generation cephalosporin ineffective. According to a review of the transmission of ESBL-producing bacteria through products of livestock origin, chicken is a significant source of infection [51]. Several studies in China and other countries had reported a high prevalence of blaTEM, ranging from 72% to 100% [5254]. The protein encoded by the pexA gene is structural similarities to efflux pumps of the major facilitator superfamily. E. coli from broiler farm exhibited the highest prevalence for aadA (aminoglycosides) at 80% in Shandong Province of China [55]. Enzyme modification of aminoglycosides, increased efflux activity, decreased permeability, and modification of 30S ribosomal subunits are all mechanisms contributing to drug resistance. Among these, aminoglycoside-modifying enzymes (AMEs) are considered key contributors to the development of drug resistance, enzymatic modification of aminoglycosides enables bacteria to overcome their antimicrobial effects [56]. In this study, the prevalence for the aminoglycoside-modifying enzyme resistance genes aadA1 and ant (3")- I were 62.73% and 69.09%. These findings suggest that the primary mechanism of aminoglycoside multidrug resistance in E. coli isolates from chicken samples in the Zhanjiang area is mediated by aminoglycoside-modifying enzymes. The sulfonamides were synthetic compounds of commonly used antibacterial drugs. Their broad-spectrum bacteriostatic activity against both Gram-positive and Gram-negative bacteria led to their widespread use in human and veterinary medicine worldwide, resulting in a significant issue of resistance [57]. The resistance genes carried by soil isolates were similar to those of fecal isolates in this study, which may be due to the fact that there were many pollution sources in contact with soil, which can be infiltrated by sewage and deposited by feed in addition to feces. This experiment focuses on the detection of rare antibiotic resistance genes in broiler and their environment, as they may rapidly become dominant drug-resistant types due to horizontal transmission. Additionally, these genes tend to accumulate in the environment, forming a “silent” reservoir of resistance genes. When environmental conditions change, these genes may be activated and expressed, subsequently entering farmed animals via pathways such as the food chain or direct contact, thereby facilitating the spread of antibiotic resistance. Furthermore, the evolution of environmental antibiotic resistance exhibits a lag effect, meaning that currently rare resistance genes could potentially emerge as significant future risk factors. By detecting these rare resistance genes, it is possible to construct a more comprehensive map of environmental antibiotic resistance, identify potential high-risk genes and transmission routes, and provide a foundation for early prevention and control strategies.

Antimicrobial resistance was closely associated with the presence of resistant genes [58]. In this experiment, blaTEM, blaAIM, pexA, aadA1, ant(3")-I, sul2, and sul3 exhibited a high correlation (>55%) with drug resistance. E. coli possesses a robust capacity for accumulating antimicrobial AMR genes [34]. The development of bacterial multidrug resistance is influenced by various factors including bacterial characteristics, the dissemination of AMR genes, and drug usage [15]. The regulation of bacterial multidrug resistance phenotype is influenced by multiple AMR genes, given the abundance of known drug-resistance genes in E. coli. Additionally, it is possible that there are other unidentified drug resistance mechanisms for certain antibiotics. Although this study detected only a limited number of AMR genes, it is likely that the complete spectrum of drug-resistance genes carried by E. coli isolates was not fully represented. It is also plausible that resistant bacteria may carry a low abundance of resistance genes, which may not manifest corresponding drug resistance phenotypes [59]. Alternatively, the detected resistance genes may confer only low levels of drug resistance. Most E. coli strains were MDR, even if a strain possesses several resistance genes, they may not be active. In addition, the resistance genes analyzed were located on mobile genetic elements, which may allow them to transfer to other microorganisms [60]. The relatively low correlation may be ascribed to regional variations in drug usage patterns or the incomplete detection of all antimicrobial resistance genes in this trial, which limits the ability to fully elucidate the correlation between resistance genes and phenotypes. Additionally, other potential factors such as variability in gene expression, silent genes, or alternative resistance mechanisms could contribute to this observation. Further investigation in future studies is warranted to ascertain the precise underlying causes.

Conclusion

The present study investigated the multidrug resistant E. coli strains isolated from soil and faeces of broiler farms in Zhanjiang, China, which harbored a significant number of AMR genes. A significant correlation was observed between specific AMR genes and drug resistance phenotypes. Therefore, to mitigate the dissemination of AMR genes and the emergence of drug-resistant bacteria, it is recommended that broiler practitioners regulate the usage of various antibacterial agents, particularly tetracyclines, sulfonamides, and amide alcohols. These findings suggest that antibiotic MDR is a significant issue in Zhanjiang farms. To prevent and control the spread of antibiotic MDR and AMR genes, it is essential for poultry farms to use antibiotics judiciously under the guidance of veterinary professionals. Furthermore, there is an urgent need to explore and develop alternative products in order to improve public health conditions.

Supporting information

S3 File. The data tables and statistical figures of the manuscript.

https://doi.org/10.1371/journal.pone.0335518.s003

(DOCX)

References

  1. 1. World Health Organization. WHO Guidelines on Use of Medically Important Antimicrobials in Food-Producing Animals. World Health Organization website. 2020. [cited 2023 Apr 30]. https://www.who.int/foodtolerability/areas_work/antimicrobialresistance/cia_guidelines/en
  2. 2. Pan Y, Zeng J, Zhang L, Hu J, Hao H, Zeng Z, et al. The fate of antibiotics and antibiotic resistance genes in large-scale chicken farm environments: preliminary view of the performance of national veterinary antimicrobial use reduction action in Guangdong, China. Environ Int. 2024;191:108974. pmid:39186902
  3. 3. Roth N, Käsbohrer A, Mayrhofer S, Zitz U, Hofacre C, Domig KJ. The application of antibiotics in broiler production and the resulting antibiotic resistance in Escherichia coli: a global overview. Poult Sci. 2019;98(4):1791–804. pmid:30544256
  4. 4. Patel SJ, Wellington M, Shah RM, Ferreira MJ. Antibiotic Stewardship in food-producing animals: challenges, progress, and opportunities. Clin Ther. 2020;42(9):1649–58. pmid:32819723
  5. 5. Ying G-G, He L-Y, Ying AJ, Zhang Q-Q, Liu Y-S, Zhao J-L. China must reduce its antibiotic use. Environ Sci Technol. 2017;51(3):1072–3. pmid:28094517
  6. 6. Diarra MS, Malouin F. Antibiotics in Canadian poultry productions and anticipated alternatives. Front Microbiol. 2014;5:282. pmid:24987390
  7. 7. Silva V, Caniça M, Capelo JL, Igrejas G, Poeta P. Diversity and genetic lineages of environmental staphylococci: a surface water overview. FEMS Microbiol Ecol. 2020;96(12):fiaa191. pmid:32949464
  8. 8. Zhang R-M, Liu X, Wang S-L, Fang L-X, Sun J, Liu Y-H, et al. Distribution patterns of antibiotic resistance genes and their bacterial hosts in pig farm wastewater treatment systems and soil fertilized with pig manure. Sci Total Environ. 2021;758:143654. pmid:33277010
  9. 9. Zhuang M, Achmon Y, Cao Y, Liang X, Chen L, Wang H, et al. Distribution of antibiotic resistance genes in the environment. Environ Pollut. 2021;285:117402. pmid:34051569
  10. 10. Yang Y, Zhang A, Lei C, Wang H, Guan Z, Xu C, et al. Characteristics of plasmids coharboring 16S rRNA Methylases, CTX-M, and virulence factors in Escherichia coli and Klebsiella pneumoniae isolates from chickens in China. Foodborne Pathog Dis. 2015;12(11):873–80. pmid:26397128
  11. 11. Kheiri R, Akhtari L. Antimicrobial resistance and integron gene cassette arrays in commensal Escherichia coli from human and animal sources in IRI. Gut Pathog. 2016;8(1):40. pmid:27582900
  12. 12. Jouini A, Klibi A, Elarbi I, Chaabene MB, Hamrouni S, Souiai O, et al. First Detection of Human ST131-CTX-M-15-O25-B2 Clone and High-Risk Clonal Lineages of ESBL/pAmpC-Producing E. coli Isolates from Diarrheic Poultry in Tunisia. Antibiotics (Basel). 2021;10(6):670. pmid:34199696
  13. 13. Kravik IH, Kaspersen H, Sjurseth SK, Jonsson M, David B, Aspholm M, et al. High sequence similarity between avian pathogenic E. coli isolates from individual birds and within broiler chicken flocks during colibacillosis outbreaks. Vet Microbiol. 2022;267:109378. pmid:35276620
  14. 14. Kim YB, Yoon MY, Ha JS, Seo KW, Noh EB, Son SH, et al. Molecular characterization of avian pathogenic Escherichia coli from broiler chickens with colibacillosis. Poult Sci. 2020;99(2):1088–95. pmid:32029145
  15. 15. McNally A, Cheng L, Harris SR, Corander J. The evolutionary path to extraintestinal pathogenic, drug-resistant Escherichia coli is marked by drastic reduction in detectable recombination within the core genome. Genome Biol Evol. 2013;5(4):699–710. pmid:23493634
  16. 16. Liao C-Y, Balasubramanian B, Peng J-J, Tao S-R, Liu W-C, Ma Y. Antimicrobial resistance of Escherichia coli from aquaculture farms and their environment in Zhanjiang, China. Front Vet Sci. 2021;8:806653. pmid:35004933
  17. 17. Luo S, Liao C, Peng J, Tao S, Zhang T, Dai Y, et al. Resistance and virulence gene analysis and molecular typing of Escherichia coli from duck farms in Zhanjiang, China. Front Cell Infect Microbiol. 2023;13:1202013. pmid:37396302
  18. 18. CLSI. Performance Standards For Antimicrobial Susceptibility Testing. 32th ed. Wayne, PA: Clinical and laboratory standards institute; 2022.
  19. 19. Sun YJ, Wu YJ, Liu ZY, Hu M, Zhao YC, Huang K. Antibacterial effect of aqueous extract of Chrysanthemum indicum L. combined with antibiotics on extended spectrump β-lactamases-producing Escherichia coli. Chin Anim Hus Vet Med. 2016;43:2170–5.
  20. 20. Monstein H-J, Ostholm-Balkhed A, Nilsson MV, Nilsson M, Dornbusch K, Nilsson LE. Multiplex PCR amplification assay for the detection of blaSHV, blaTEM and blaCTX-M genes in Enterobacteriaceae. APMIS. 2007;115(12):1400–8. pmid:18184411
  21. 21. Heider LC, Hoet AE, Wittum TE, Khaitsa ML, Love BC, Huston CL, et al. Genetic and phenotypic characterization of the bla(CMY) gene from Escherichia coli and Salmonella enterica isolated from food-producing animals, humans, the environment, and retail meat. Foodborne Pathog Dis. 2009;6(10):1235–40. pmid:19743925
  22. 22. Kieffer N, Ebmeyer S, Larsson DGJ. Evidence for Pseudoxanthomonas mexicana as the recent origin of the blaAIM-1 carbapenemase gene. Int J Antimicrob Agents. 2022;59(4):106571. pmid:35288256
  23. 23. Hamprecht A, Poirel L, Göttig S, Seifert H, Kaase M, Nordmann P. Detection of the carbapenemase GIM-1 in Enterobacter cloacae in Germany. J Antimicrob Chemother. 2013;68(3):558–61. pmid:23152484
  24. 24. Ying Y, Wu F, Wu C, Jiang Y, Yin M, Zhou W, et al. Florfenicol resistance in Enterobacteriaceae and whole-genome sequence analysis of florfenicol-resistant Leclercia adecarboxylata Strain R25. Int J Genomics. 2019;2019:9828504. pmid:31662959
  25. 25. Rogers EJ, Rahman MS, Hill RT, Lovett PS. The chloramphenicol-inducible catB gene in Agrobacterium tumefaciens is regulated by translation attenuation. J Bacteriol. 2002;184(15):4296–300. pmid:12107148
  26. 26. Mokracka J, Gruszczyńska B, Kaznowski A. Integrons, β-lactamase and qnr genes in multidrug resistant clinical isolates of Proteus mirabilis and P. vulgaris. APMIS. 2012;120(12):950–8. pmid:23030307
  27. 27. Tian YJ, Yu H, Wang ZL. Distribution of acquired antibiotic resistance genes among Enterococcus spp. isolated from a hospital in Baotou, China. BMC Res Notes. 2019;12:27.
  28. 28. Liang J, Zhou K, Li Q, Dong X, Zhang P, Liu H, et al. Identification and Characterization of a Novel Aminoglycoside 3’’-Nucleotidyltransferase, ANT(3’’)-IId, From Acinetobacter lwoffii. Front Microbiol. 2021;12:728216. pmid:34531844
  29. 29. Lv WF, Jiang HQ, Yu L. Detection of sulfanilamide sensitivity and sulfonamide resistant related genes in clinical Escherichia coli isolates. Jilin Agri Univ. 2010;32:340–4.
  30. 30. Naseer H, Firyal S, Yaqub T, Tayyab M, Anjum AA, Zahoor MY. Molecular basis of tetracycline resistance in Escherichia coli isolates recovered from poultry drinking water. Int J Agric Biol. 2014;16(1):227–30.
  31. 31. Yue L, Jiang H-X, Liao X-P, Liu J-H, Li S-J, Chen X-Y, et al. Prevalence of plasmid-mediated quinolone resistance qnr genes in poultry and swine clinical isolates of Escherichia coli. Vet Microbiol. 2008;132(3–4):414–20. pmid:18573620
  32. 32. Shen XY, Li JM, Cheng X, Liu M, Dai YB. Detection of drug-resistant genes and their correlation with drug sensitivity in Salmonella pullorum isolates. China Poultry. 2018;40:15–8.
  33. 33. Magiorakos A-P, Srinivasan A, Carey RB, Carmeli Y, Falagas ME, Giske CG, et al. Multidrug-resistant, extensively drug-resistant and pandrug-resistant bacteria: an international expert proposal for interim standard definitions for acquired resistance. Clin Microbiol Infect. 2012;18(3):268–81. pmid:21793988
  34. 34. Poirel L, Madec J-Y, Lupo A, Schink A-K, Kieffer N, Nordmann P, et al. Antimicrobial resistance in Escherichia coli. Microbiol Spectr. 2018;6(4). pmid:30003866
  35. 35. Sargeant JM, Bergevin MD, Churchill K, Dawkins K, Deb B, Dunn J, et al. The efficacy of antibiotics to control colibacillosis in broiler poultry: a systematic review. Anim Health Res Rev. 2019;20(2):263–73. pmid:32081126
  36. 36. Barathe P, Kaur K, Reddy S, Shriram V, Kumar V. Antibiotic pollution and associated antimicrobial resistance in the environment. J Hazard Mater Lett. 2024;5:100105.
  37. 37. Brătfelan DO, Tabaran A, Colobatiu L, Mihaiu R, Mihaiu M. Prevalence and antimicrobial resistance of Escherichia coli Isolates from Chicken Meat in Romania. Animals (Basel). 2023;13(22):3488. pmid:38003106
  38. 38. Messaili C, Messai Y, Bakour R. Virulence gene profiles, antimicrobial resistance and phylogenetic groups of fecal Escherichia coli strains isolated from broiler chickens in Algeria. Vet Ital. 2019;55(1):35–46. pmid:30951180
  39. 39. Liang C, Cui H, Chen L, Zhang H, Zhang C, Liu J. Identification, typing, and drug resistance analysis of Escherichia coli in two different types of broiler farms in Hebei Province. Animals (Basel). 2023;13(20):3194. pmid:37893917
  40. 40. Ma J, Zhou W, Wu J, Liu X, Lin J, Ji X, et al. Large-scale studies on antimicrobial resistance and molecular characterization of Escherichia coli from food animals in developed areas of Eastern China. Microbiol Spectr. 2022;10(4):e0201522. pmid:35950758
  41. 41. Zhou Q, Tang M, Zhang X, Tang X, Lu J, Gao Y. Prevalence, detection of virulence genes and antimicrobial susceptibility of Escherichia coli isolated from arbor acres broilers feeding cycle in China. Front Vet Sci. 2024;11:1500355. pmid:39669659
  42. 42. Zhao X, Liu Z, Zhang Y, Yuan X, Hu M, Liu Y. Prevalence and molecular characteristics of Avian-Origin mcr-1-Harboring Escherichia coli in Shandong Province, China. Front Microbiol. 2020;11:255. pmid:32153539
  43. 43. Afayibo DJA, Zhu H, Zhang B, Yao L, Abdelgawad HA, Tian M, et al. Isolation, molecular characterization, and antibiotic resistance of avian pathogenic Escherichia coli in Eastern China. Vet Sci. 2022;9(7):319. pmid:35878336
  44. 44. Alam GS, Hassan MM, Ahaduzzaman M, Nath C, Dutta P, Khanom H, et al. Molecular Detection of Tetracycline-Resistant Genes in Multi-Drug-Resistant Escherichia coli Isolated from Broiler Meat in Bangladesh. Antibiotics (Basel). 2023;12(2):418. pmid:36830329
  45. 45. Liao M, Wu J, Li Y, Lu X, Tan H, Chen S, et al. Prevalence and persistence of ceftiofur-resistant Escherichia coli in a chicken layer breeding program. Animals (Basel). 2022;13(1):90. pmid:36611699
  46. 46. Nava AR, Daneshian L, Sarma H. Antibiotic resistant genes in the environment-exploring surveillance methods and sustainable remediation strategies of antibiotics and ARGs. Environ Res. 2022;215(Pt 1):114212. pmid:36037921
  47. 47. Qiao M, Ying G-G, Singer AC, Zhu Y-G. Review of antibiotic resistance in China and its environment. Environ Int. 2018;110:160–72. pmid:29107352
  48. 48. Chuppava B, Keller B, Abd El-Wahab A, Sürie C, Visscher C. Resistance reservoirs and multi-drug resistance of commensal Escherichia coli from excreta and manure isolated in broiler houses with different flooring designs. Front Microbiol. 2019;10:2633. pmid:31781085
  49. 49. Liu Z, Wang K, Zhang Y, Xia L, Zhao L, Guo C, et al. High prevalence and diversity characteristics of blaNDM, mcr, and blaESBLs Harboring multidrug-resistant Escherichia coli From Chicken, Pig, and Cattle in China. Front Cell Infect Microbiol. 2022;11:755545. pmid:35198455
  50. 50. Moura A, Araújo S, Alves MS, Henriques I, Pereira A, Correia ACM. The contribution of Escherichia coli from human and animal sources to the integron gene pool in coastal waters. Front Microbiol. 2014;5:419. pmid:25161650
  51. 51. Lazarus B, Paterson DL, Mollinger JL, Rogers BA. Do human extraintestinal Escherichia coli infections resistant to expanded-spectrum cephalosporins originate from food-producing animals? A systematic review. Clin Infect Dis. 2015;60(3):439–52. pmid:25301206
  52. 52. Awad A, Arafat N, Elhadidy M. Genetic elements associated with antimicrobial resistance among avian pathogenic Escherichia coli. Ann Clin Microbiol Antimicrob. 2016;15(1):59. pmid:27887603
  53. 53. Ibrahim RA, Cryer TL, Lafi SQ, Basha E-A, Good L, Tarazi YH. Identification of Escherichia coli from broiler chickens in Jordan, their antimicrobial resistance, gene characterization and the associated risk factors. BMC Vet Res. 2019;15(1):159. pmid:31118039
  54. 54. Zhao X, Liu Z, Zhang Y, Yuan X, Hu M, Liu Y. Prevalence and molecular characteristics of Avian-Origin mcr-1-Harboring Escherichia coli in Shandong Province, China. Front Microbiol. 2020;11:255. pmid:32153539
  55. 55. Liu C, Wang P, Dai Y, Liu Y, Song Y, Yu L, et al. Longitudinal monitoring of multidrug resistance in Escherichia coli on broiler chicken fattening farms in Shandong, China. Poult Sci. 2021;100(3):100887. pmid:33516478
  56. 56. Gera B, Gautam H, Raza S, Mohapatra S, Sood S, Dhawan B, et al. Detection of Aminoglycoside Modifying Enzyme (AME) genes in Acinetobacter baumannii isolates and the inhibitory effect of efflux pump activity on drug susceptibility pattern. Indian J Med Microbiol. 2024;47:100493. pmid:37890414
  57. 57. Huang L, Zhou X, Chang Q, Zhang S, Wang Z, Wang C, et al. Tetraphenylmethane based three-dimensional conjugated microporous polymer as adsorbent for solid-phase extraction of trace sulfonamide antibiotics in milk samples. Food Chem. 2025;470:142703. pmid:39742600
  58. 58. Jian Z, Zeng L, Xu T, Sun S, Yan S, Yang L, et al. Antibiotic resistance genes in bacteria: Occurrence, spread, and control. J Basic Microbiol. 2021;61(12):1049–70. pmid:34651331
  59. 59. Beatson SA, Walker MJ. Microbiology. Tracking antibiotic resistance. Science. 2014;345(6203):1454–5. pmid:25237090
  60. 60. Bhattarai RK, Basnet HB, Dhakal IP, Devkota B. Antimicrobial resistance of avian pathogenic Escherichia coli isolated from broiler, layer, and breeder chickens. Vet World. 2024;17(2):480–99. pmid:38595648