Sampling information of E. coli isolates
Over a sampling period of more than a decade (2009 to 2021, excluding 2010 and 2011) on Chongming Island, a total of 945 E. coli isolates were collected, comprising 337 poultry isolates and 608 swine isolates, from four poultry farms (Coded P1-P4) and nine swine farms (S1-S9). The number of isolates collected varies annually. There were the maximum isolates obtained in 2009, with 103 chicken and 118 swine strains. However, the minimum number was obtained for poultry isolates in 2019, with ten isolates, and for swine isolates in 2016, with 29 isolates. Among all poultry isolates, 243 breeding-hen isolates (P1, P4) and 56 layer-hen isolates (P2) were identified. In swine, 60 isolates from weaned pigs were obtained from S8 (5 isolates), S5 (35 isolates), and S7 (20 isolates), while 265 isolates from growing pigs were collected from S8 (25), S5 (73), S6 (58), S7 (65), and S9 (44) farms. The distribution of farms, the sampling period, and the quantity of E. coli isolates collected were depicted in Fig. 1 and Table S1 (Supplementary files).
The status of AMR in poultry and swine E. coli isolates
The AST results revealed that both poultry and swine isolates were more than 70% resistance rates of phenicols, tetracycline, sulfonamides, and beta-lactam, with the highest 86.1% for tetracycline in poultry and 92.6% for florfenicol in swine. The resistance rate of aminoglycosides in swine isolates was also more than 70%. Only one swine isolate displayed resistance phenotype in 2019. The resistance rates of swine isolates for beta-lactams, aminoglycosides, tetracyclines, phenicols and polymyxins were significantly higher than those of poultry isolates (P < 0.01), whereas the resistance rates of poultry isolates for fluoroquinolones were significantly higher than those of swine isolates. There were no differences in resistance rates of sulfonamides and cephalosporins between the two hosts (Fig. 2A, Table 1). In addition, the resistance rates of breeding-hen, layer-hen, weaned pigs and growing pigs were shown Fig S1(A, B) and Table S2.
Table 1
Resistant rates for various antibiotic classes and the resistance prevalence of antibiotics in E. coli isolates, categorized by host.
Antibiotic classes | Poultry (%) (n = 337) | Swine (%) (n = 608) | P value | | Antibiotic agents | Poultry (%) (n = 337) | Swine (%) (n = 608) | P value |
beta-lactam | 75.7 | 86 | < 0.001 | | Ampicillin | 75.4 | 85.9 | < 0.001 |
| Amoxicillin/clavulanic acid | 48.7 | 42.3 | NS |
Cephalosporins | 23.1 | 22.5 | NS | | Ceftiofur | 23.1 | 22.5 | NS |
| Ceftazidime | 6.3 | 1.9 | 0.012 |
Carbapenems | 0 | 0.03 | NS | | Meropenem | 0 | 0.03 | NS |
Aminoglycosides | 46.3 | 70.4 | < 0.001 | | Spectinomycin | 46.6 | 65.7 | < 0.001 |
| Gentamicin | 19.2 | 37.2 | < 0.001 |
Tetracyclines | 86.4 | 91.8 | 0.008 | | Doxycycline | 71.3 | 85.9 | < 0.001 |
| Tetracycline | 86.1 | 91.6 | 0.007 |
Phenicols | 76.6 | 92.6 | < 0.001 | | Florfenicol | 76.6 | 92.6 | < 0.001 |
Sulfonamides | 85.2 | 87.2 | NS | | Sulfaisoxazole | 82.8 | 85.4 | NS |
| Sulfamethoxazole | 71.5 | 75.2 | NS |
Fluoroquinolones | 52.5 | 43.3 | 0.006 | | Enrofloxacin | 49.8 | 41.3 | 0.027 |
| Ofloxacin | 46.3 | 39 | 0.029 |
Polymyxins | 7.7 | 21.9 | < 0.001 | | Colistin | 7.7 | 21.9 | < 0.001 |
NS, not significant. |
Among all isolates from both hosts, the prevalence of resistant to ampicillin, doxycycline, tetracycline, florfenicol, sulfaisoxazole and sulfamethoxazole were more than 70%, while resistance to ceftazidime, meropenem were less than 10%. In swine isolates, the highest resistance prevalence was 92.6% for florfenicol which was the most commonly used phenicols class in veterinary practice, and in poultry isolates, the highest resistance prevalence was 86.1% for tetracycline which was another the most widely used antibiotic in animal husbandry. There was a higher prevalence of resistance to three antibiotics (ceftazidime, enrofloxacin, and ofloxacin) in poultry isolates than in swine isolates, but the opposite was true for the remaining seven antibiotics (Fig. 2B, Table 1). In addition, the resistance prevalence for antibiotics of breeding-hen, layer-hen, weaned pigs and growing pigs were shown Fig S1(C, D) and Table S2.
AMR Trends in Poultry and Swine
Two antibiotic classes, polymyxins and carbapenems, exhibited similar trends of resistance rate between poultry and swine isolates. The rate of resistance to carbapenems has remained essentially unchanged at 0.0% since it was included in the surveillance plan in 2016. In contrast, poultry isolates resistance to polymyxins decreased from 16.5% in 2009 to 0% in 2021, while swine isolates resistance rates decreased from 42.4–0%. For the other seven classes, the resistance trends in poultry and swine isolates exhibited unique patterns. Apart from beta-lactam, the resistance rates of the other six classes in swine fell significantly, with fluoroquinolones exhibiting the greatest decline from 80.5–14.4%. Moreover, the decrease ranges of classes of cephalosporins and aminoglycosides in swine were also larger (cephalosporins: from 53.4% in 2009 to 12.6% in 2021, aminoglycosides: from 73.7–52.3%). Despite the decreasing trends of tetracyclines, phenicols and sulfonamides in swine isolates, the resistance rates in 2021 were still more than 65.0%, and the decline of these three classes became clear after 2018. For poultry isolates, only fluoroquinolones showed a slight decline trend (from 68.0–50.0%), meaning that the other six classes of antibiotics had no decline trends. In 2021, resistance rates to aminoglycosides, tetracyclines, phenicols, sulfonamides, and beta-lactam were all more than 70% in poultry (Fig. 3).
The incidence of ceftazidime resistance was low in both poultry and swine isolates. therefore, no clear trends were found. Resistance to amoxicillin/clavulanic acid, gentamicin, and doxycycline has decreased in poultry and swine isolates, and amoxicillin/clavulanic acid resistance has decreased by more than 80%. Resistance to the remaining eight antibiotics (ampicillin, ceftiofur, spectinomycin, tetracycline, enrofloxacin, ofloxacin, sulfaisoxazole, and sulamethoxazole) varied greatly between poultry and swine isolates. Other than ampicillin, seven of the other antibiotics showed declining trends in swine, with the most notable declines in ceftiofur (from 53.6–12.4%), spectinomycin (from 91.3–50.5%), enrofloxacin (from 76.3–14.4%), ofloxacin (from 78.8–11.7%), and sulfamethoxazole (from 98.3–57.7%). Comparatively, Antibiotic resistance patterns in poultry were complex, with an upward trend for tetracycline, an initially rising and then declining trend for sulfaisoxazole, a falling and rising trend for ampicillin, a slight decline trend for enrofloxacin and ofloxacin, and no discernible trends for ceftazidime, spectinomycin, or sulfamethoxazole (Fig. 4).
MDR combinations in poultry and swine isolates
Of the 945 isolates from poultry and swine tested, only five (four in 2018 and one in 2020) were susceptible to all 15 antibiotics. None of the isolates was resistant to all antibiotic classes. There were 853 multidrug-resistant isolates (with resistance to at least three different antibiotic classes, MDR), with most being resistant to four to seven antibiotic classes (Fig. 5A). MDR distribution patterns usually fluctuated annually. While non-MDR poultry isolates peaked in 2018, non-MDR swine isolates peaked in 2020. In poultry, only the isolates collected in 2021 were all MDR strains, while all swine isolates collected prior to 2017 were MDR (Fig. 5B).
The Poisson GLMMs were used to investigate the probability of AMR carriage (also called antibiogram lengths, defined as the total number of antibiotic classes to which an isolate was resistant) for the hosts and the sampling years. The antibiogram length of swine was significantly higher than that of poultry [odds ratio (OR) = 1.19, 95% confidence interval (CI): 1.12–1.27, P < 0.001]. Based on all isolates of poultry and swine, antibiogram lengths from 2012 to 2015 did not presented significantly differences with those in 2009 (P = 0.871, 0.811, 0.130, 0.404), while antibiogram lengths in all years after 2016 were significantly lower than that of 2009 (OR < 1, P = 0.015 in 2016, P < 0.001 from 2017 to 2021, Table 2).
Table 2
Results of a Poisson generalized linear mixed model examining the likelihood of antibiogram length within the two hosts and different years
| No. isolates | Estimate | SE | Z score | P value |
Hosts | | | | | |
Poultry | 337 | Reference | | | |
Swine | 608 | 0.175 | 0.033 | 5.39 | < 0.001 |
Year | | | | | |
2009 | 221 | Reference | | | |
2012 | 46 | 0.011 | 0.067 | 0.163 | 0.871 |
2013 | 77 | 0.013 | 0.055 | 0.239 | 0.811 |
2014 | 75 | -0.088 | 0.058 | -1.515 | 0.130 |
2015 | 60 | -0.052 | 0.062 | -0.834 | 0.404 |
2016 | 47 | -0.175 | 0.072 | -2.421 | 0.015 |
2017 | 79 | -0.211 | 0.060 | -3.530 | < 0.001 |
2018 | 73 | -0.302 | 0.064 | -4.731 | < 0.001 |
2019 | 60 | -0.265 | 0.067 | -3.926 | < 0.001 |
2020 | 76 | -0.450 | 0.066 | -6.804 | < 0.001 |
2021 | 131 | -0.390 | 0.053 | -7.381 | < 0.001 |
Seventy-five antibiotic combination profiles of poultry and swine E. coli isolates were found between 2009 and 2021: 17 in poultry, 19 in swine, and 39 common to both (Supplementary Table S2). Then, we evaluated the variations and tendencies of antibiogram length profiles ranging from two to seven (Fig. 6, Table S2). We defined the dominant profile as appearing almost every year and comprising the majority of isolates, and we defined profile diversity as the number of distinct profiles in certain years. Overall, we identified the evident dominant profiles in antibiogram length of four (beta-lactam-tetracyclines-phenicols-sulfonamides), antibiogram length of five (beta-lactam-tetracyclines-phenicols-sulfonamides-fluoroquinolones in poultry and beta-lactam-aminoglycosides-tetracyclines-sulfonamides-fluoroquinolones in swine), antibiogram length of six (beta-lactam-cephalosporins-aminoglycosides-tetracyclines-phenicols-sulfonamides in poultry and beta-lactam-aminoglycosides-tetracyclines-phenicols-sulfonamides-fluoroquinolones in poultry and swine), as well as antibiogram length seven (beta-lactam-cephalosporins-aminoglycosides-tetracyclines-phenicols-sulfonamides-fluoroquinolones). None of dominant profiles were detected in antibiogram length of two (only in swine) and three (Fig. 6).
The highest diversity in poultry happened in 2009 with 27 distinct profiles and the lowest occurred in 2019 with 7 profiles, whereas the most diversity in swine occurred in 2021 with 31 profiles and the least in 2018 with 7 profiles (Table S2). When analyzed by antibiogram lengths, the highest diversity in poultry mainly centralized in the first few years of surveillance, such as the highest diversity of antibiogram length of three occurred in 2014 with 6 distinct profiles. Conversely, the greatest diversity of antibiogram length profiles in swine was primarily dispersed in 2021 (except for antibiogram lengths of six and seven in 2009). Furthermore, the number of isolates in each profile was not uniform; poultry and swine isolates were the most numerous in one or two profiles in every year (Fig. 6).
Co-occurrence analysis revealed two obvious clusters for beta-lactam-phenicols-fluoroquinolones in poultry and aminoglycosides-tetracyclines-sulfamides in pigs (P < 0.05, correlation coefficient > 0.5). The correction coefficient of two pairs of AMR phenotypes, beta-lactam-cephalosporins, and aminoglycosides-polymyxins, had correction coefficients of more than 0.5 in poultry, indicating a greater likelihood of co-occurrence. Two pairs of phenotypes (tetracyclines-polymyxins and cephalosporins-tetracyclines) exhibited a negative connection; nevertheless, the correlation is weak (r < 0.5, Fig. 7A). Furthermore, swine isolates had a higher number of co-occurrence pairs (9 pairs) with correlation coefficients more than 0.5, with the highest pair being sulfamides-polymyxins (0.88, P < 0.01). It was also noteworthy to see that fluoroquinolones had a higher likelihood of co-occurrence with polymyxins (0.66, P < 0.01), while polymyxin resistance was not the predominant resistance trait in swine (Fig. 7B).