Submitted:
16 October 2024
Posted:
17 October 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Design
- Food contact surfaces (FC): cutting equipment (knives, saws) and hair removal equipment (brushes or whips)
- Non-food contact surfaces (NFC): walls near the stunning and killing area, walls and drain surface of the pre-chilling area
- Scalding water (SW): approximately 100 mL of scalding water, collected using a sterile sampler (Bibby Scientific Limited, Stone, UK).
2.2. Microbiological Analysis
2.3. Whole Genome Sequencing
2.4. Antimicrobial Susceptibility Testing
2.5. Statistical Analysis
3. Results
3.1. Farms
3.2. Microbiological Analysis
3.3. E. coli Characterization
3.4. Cluster Analysis
3.5. AMR Characterization
4. Discussion
5. Conclusions
Author Contributions
Data Availability Statement
Conflicts of Interest
References
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| Farm | Herd size (n) | Fattening pigs (n) | Fattening period (days) | Floor of the fattening pen | Cleaning of the fattening pen | Feed | Water | Pest control | Antibiotic compounds used |
|---|---|---|---|---|---|---|---|---|---|
| A | 300 | 220 | Approx. 150 | S | Daily, AFAE | CP | Well | Rodents | Aug, Sxt |
| B | 180 | 130 | Approx. 180 | NS, external paddock | Daily | CP + whey | Mains | Rodents | - |
| C | 150 | 80 | Approx. 210 | S, external paddock | Twice a day | CP | Mains + well | Rodents | Aug, Ox |
| D | 150 | 80 | Approx. 270 | NS | AFAE | CP + whey | Well | Rodents | Aug |
| E | 5000 | 500 | Approx. 120 | NS | Daily, AFAE | CP | Well | Rodents | - |
| F | 1400 | 700 | Approx. 120 | S | Daily, AFAE | CP | Mains | Rodents | - |
| Farm | Slaughterhouse | Number of tested pigs | Number of positive lymph nodes samples (pathogenic isolates) | Number of positive colon content samples (pathogenic isolates) | Number of positive carcass surface samples (pathogenic isolates) |
|---|---|---|---|---|---|
| A | S1 | 6 | 6 (0) | 6 (0) | 5 (0) |
| B | S1 | 3 | 2 (0) | 1 (0) | 0 |
| C | S2 | 10 | 9 (1 ExPEC) | 10 (2 ExPEC, 2 STEC-ETEC, 1 ETEC) | 6 (3 ExPEC) |
| D | S3 | 3 | 2 (0) | 3 (0) | 3 (0) |
| E | S4 | 10 | 4 (1 UPEC) | 5 (0) | 9 (0) |
| F | S5 | 6 | 2 (1 ExPEC) | 6 (2 ETEC) | 0 |
| ID | Sample type | Farm | Slaughterhouse | MLST ST | Serotype | Phylogenetic group | Predicted pathotype |
Virulence genes |
|---|---|---|---|---|---|---|---|---|
| EA | E | A | S1 | 34 | O101:H37 | A | - | acrF, astA, cea, emrE, fdeC, mdtM, terC, traT, ymgB |
| E1C | CC | A | S1 | 34 | O9:H10 | A | - | acrF, emrE, fdeC, mdtM, terC, ymgB |
| E1L | LN | A | S1 | 10 | O?:H9 | A | - | acrF, cea, fdeC, hra, iss, mdtM, terC |
| E1S | CS | A | S1 | 58 | O8:H30 | B1 | - | capU, cba, cia, cma, cvaC, etsC, fdeC, hlyF, iroBCDEN, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, sitA, terC, traT |
| E2C | CC | A | S1 | 542 | O?:H45 | A | - | acrF, fdeC, mdtM, pcoABCDERS, silABCEFPRs, terC |
| E2L | LN | A | S1 | 542 | O?:H45 | A | - | acrF, mdtM, pcoBCDER, silAF, terC, traT, ymgB |
| E2S | CS | A | S1 | 1716 | O130:H26 | A | - | acrF, emrE, fdeC, iss, mdtM, terC, traT, tsh, ymgB |
| E3C | CC | A | S1 | 1716 | O130:H26 | A | - | acrF, emrE, fdeC, iss, mdtM, terC, traT, tsh, ymgB |
| E3L | LN | A | S1 | 1716 | O130:H26 | A | - | acrF, emrE, fdeC, iss, mdtM, terC, traT, tsh, ymgB |
| E4C | CC | A | S1 | 10 | O111:H27 | A | - | acrF, astA, iss, mdtM, terC, traT, ymgB |
| E4L | LN | A | S1 | 48 | O99:H9 | A | - | espX1, fdeC, mdtM, terC, ymgB |
| E4S | CS | A | S1 | 48 | O26:H12 | A | - | acrF, astA, emrE, fdeC, fyuA, hra, irp2, mdtM, ompT, terC, traT, ybtP, ybtQ |
| E5C | CC | A | S1 | 10 | O101:H9 | A | - | acrF, fdeC, hra, iss, mdtM, terC, ymgB |
| E5L | LN | A | S1 | 14809 | O4:H45 | A | - | acrF, mdtM, terC, traT, tsh |
| E5S | CS | A | S1 | 5995 | O?:H27 | A | - | acrF, fdeC, mdtM, silABCEFPRS, terC, ymgB |
| E6C | CC | A | S1 | 10 | O89/O162/O101:H9 | A | - | acrF, cea, fdeC, hra, iss, mdtM, terC, ymgB |
| E6L | LN | A | S1 | 1716 | O126:H11 | A | - | acrF, fdeC, hra, iss, mdtM, pcoE, terC, ymgB |
| E6S | CS | A | S1 | 10 | O69:H32 | A | - | acrF, cba, cea, celb, cia, cma, fdeC, iss, katP, mdtM, ompT, pcoAER, silBCFRS, terC, ymgB |
| EB | A | B | S1 | 540 | O?:H30 | A | - | acrF, emrE, fyuA, hra, irp2, mdtM, terC, ybtP, ybtQ, ymgB |
| E7S | CS | B | S1 | 4442 | O54:H16 | B1 | - | acrF, cba, celb, cma, cvaC, ehxA, fdeC, iha, ireA, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, terBCDWZ, traT, tsh, ymgB |
| E8L | LN | B | S1 | 9598 | O168:H12 | A | - | acrF, astA, emrE, mdtM, pcoABCDERS, silABCEFPRS, terC, ymgB |
| E9C | CC | B | S1 | 744 | O101:H9 | A | - | acrF, astA, fdeC, hra, mdtM, merCPRT, silABCEFPRS, terC, traT, ymgB |
| EC | A | C | S2 | 34 | O?:H37 | A | - | acrF, astA, cea, emrE, fdeC, mdtM, terC, traT, ymgB |
| E10C | CC | C | S2 | 641 | O121:H10 | B1 | - | fedF, lpfA, sepA, terC, traT |
| E10L | LN | C | S2 | 345 | O8:H45 | B1 | - | acrF, fdeC, hlyA-alpha, iss, lpfA, mdtM, ompT, sepA, sitA, terC, traT, tsh, ymgB |
| E10S | CA | C | S2 | 58 | O25:H21 | B1 | - | acrF, afaA, afaB, astA, emrE, f17AG, fdeC, hra, iss, lpfA, mdtM, ompT, papC, terC, traT, tsh, ymgB |
| E11C | CC | C | S2 | 641 | O121:H10 | B1 | - | acrF, astA, f17AG, fdeC, fedF, lpfA, mdtM, sepA, terC, traT, ymgB |
| E11L | LN | C | S2 | 345 | O8:H45 | B1 | - | acrF, fdeC, hlyA-alpha, iss, lpfA, mdtM, ompT, sepA, sitA, terC, traT, tsh, ymgB |
| E12C | CC | C | S2 | 10 | O101:H9 | A | - | acrF, cea, emrE, espX1, fdeC, fyuA, irp2, iss, iucC, iutA, lpfA, mdtM, ompT, sitA, terC, traT, tsh, ymgB |
| E13C | CC | C | S2 | 847 | O?:H2 | B1 | ExPEC | acrF, cia, cma, cvaC, etsC, fdeC, hlyF, hra, iroN, iss, iucABCCD, iutA, lpfA, mchF, mdtM, ompT, papA_F13, papC, sitA, terC, traT, ybtP, ybtQ, ymgB |
| E13L | LN | C | S2 | 345 | O8:H45 | B1 | - | acrF, cvaC, emrE, fdeC, iroBCDEN, iss, iucABCD, lpfA, mchF, mdtM, ompT, papACEG-IIIH, sitA, terC, traT, tsh, ymgB |
| E13S | CS | C | S2 | 101 | O11:H10 | B1 | ExPEC | acrF, cba, cia, cma, cnf1, cvaC, emrE, etsC, fdeC, fyuA, hlyF, hra, iroN, irp2, iss, iucC, iutA, lpfA, mchF, mdtM, ompT, papA_F1651A, papC, sitA, terC, tsh, tsh, ymgB |
| E14C | CC | C | S2 | 10 | O101:H9 | A | - | acrF, aslA, csgA, cvaC, emrE, fdeC, fimH, gad, hlyA-alpha, hlyE, iroBCDEN, iucABCD, lpfA, mchF, mdtM, papCEFG-IIIH, terC, traJ, tsh, ybtPQ, yeh, ymgB |
| E14L | LN | C | S2 | 1277 | O?:H28 | A | - | aslA, csgA, espY, fimH, hlyE, terC, yeh |
| E14S | CS | C | S2 | 88 | O8:H9 | C | ExPEC | acrF, astA, cvaC, emrE, etsC, fdeC, fyuA, hlyF, iroB, iroCDEN, irp2, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, papC, sitA, terC, traT, tsh, ybtP, ybtQ, ymgB |
| E15C | CC | C | S2 | 88 | O8:H9 | C | ExPEC | acrF, astA, cvaC, emrE, etsC, fdeC, fyuA, hlyF, iroBCDEN, irp2, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, papC, sitA, terC, traT, tsh, ybtPQ, ymgB |
| E15L | LN | C | S2 | 88 | O8:H9 | C | ExPEC | acrF, astA, cvaC, emrE, etsC, fdeC, fyuA, gad, hlyF, iroBCDEN, irp2, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, papC, sitA, terC, traT, tsh, ybtPQ, ymgB |
| E16C | CC | C | S2 | 5771 | O7:H24 | D | ETEC | anr, aslA, astA, chuA, cia, csgA, eilA, eltlAB, espY, estb-STb1, fdeC, fimH, hha, hlyE, kpsEMII, lpfA, neuC, sitA, terC, traT, yeh |
| E16L | LN | C | S2 | 10 | O84:H21 | A | - | acrF, cea, emrE, gad, mdtM, ompT, terC, ymgB |
| E16S | CS | C | S2 | 88 | O8:H9 | C | ExPEC | acrF, astA, cvaC, emrE, etsC, fdeC, fyuA, hlyF, iroBCDEN, irp2, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, papC, sitA, terC, traT, tsh, ybtPQ, ymgB |
| E17C | CC | C | S2 | 46 | O9:H4 | A | STEC, ETEC | acrF, cba, cma, iss, mdtM, ompT, sepA, sta1, stb, stx2Ae, stx2e, terC,traT, ymgB |
| E17L | LN | C | S2 | 1147 | O128:H2 | B1 | - | fdeC, gad, lpfA, mdtM, terC, ymgB |
| E18C | CC | C | S2 | 10 | O?:H40? | A | - | acrF, cea, hra, mdtM, terC |
| E18L | LN | C | S2 | 1632 | O182:H38 | A | - | acrF, fdeC, hra, mdtM, terC, ymgB |
| E18S | CS | C | S2 | 10 | O?:H40? | A | - | acrF, cea, hra, mdtM, terC, ymgB |
| E19C | CC | C | S2 | 46 | O9:H4 | A | STEC, ETEC | acrF, cba, cma, iss, mdtM, ompT, sepA,s ta1,stb, stx2Ae, stx2e, terC,traT, ymgB |
| E19L | LN | C | S2 | 345 | O8:H45 | B1 | - | acrF, emrE, fdeC, iss, lpfA, mdtM, ompT, sitA, terC, traT, tsh, ymgB |
| E19S | CS | C | S2 | 58 | O165:H25 | B1 | - | acrF, cea, ehxA, fdeC, focCG, iroBCDEN, iss, lpfA, mchBCF, mcmA, mdtM, ompT, sfaDEF, terC, traT, ymgB |
| E20FC | FC | C | S2 | 711 | O120:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, terC, ymgB |
| ED | E | D | S3 | 746 | O21:H10 | A | - | acrF, arsADR, astA, fdeC, fyuA, irp2, iss, kpsEM_K11, mdtM, sitA, terC, ybtPQ, ymgB |
| E21C | CC | D | S3 | 398 | O8:H20 | A | - | acrF, astA, cma, cvaC, emrE, hra, iucABCD, iutA, mchF, mdtM, ompT, sitA, terC, traT, tsh, ymgB |
| E21L | LN | D | S3 | 542 | O179:O8:H45 | A | - | acrF, fdeC, hra, terC, ymgB |
| E21S | CS | D | S3 | 23 | O9:H32 | C | - | acrF, cvaC, etsC, fdeC, fyuA, hlyF, iroBCDEN, irp2, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, sitA, terC, traT, tsh, ybtPQ, ymgB |
| E22C | CC | D | S3 | 14810 | O?:H45 | A | - | cia, cma, cvaC, etsC, fdeC, hlyF, iroBCDEN, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, sitA, terC, traT, ymgB |
| E22L | LN | D | S3 | 398 | O8:H20 | A | - | acrF, astA, cma, cvaC, emrE, hra, iucABCD, iutA, mchF, mdtM, ompT, sitA, terC, traT, tsh, ymgB |
| E22S | CS | D | S3 | 10 | O160:H4 | A | - | acrF, emrE, fdeC, fyuA, hra, irp2, mdtM, terC, ybtPQ, ymgB |
| E23C | CC | D | S3 | 14810 | O?:H45 | A | - | cia, cma, cvaC, etsC, fdeC, hlyF, iroBCDEN, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, sitA, terC, traT, ymgB |
| E24NFC | SE | D | S3 | 10 | O13:H11 | A | - | acrF, fdeC, fyuA, irp2, mdtM, ompT, terC, traT, tsh, ybtPQ, ymgB |
| E25FC | SE | D | S3 | 48 | O8:H18 | A | - | acrF, astA, fdeC, hra, mdtM, terC |
| E26SW | SE | D | S3 | 1114 | O117:H5 | A | - | acrF, fdeC, mdtM ,terC |
| E27NFC | SE | D | S3 | 1114 | O117:H5 | A | - | acrF, fdeC, gad, mdtM, terC |
| EE | FE | E | S4 | 1716 | O130:H26 | A | - | acrF, emrE, fdeC, iss, mdtM, terC, ymgB |
| E28S | CS | E | S4 | 1001 | O40:O8:H2 | B1 | - | acrF, cea, fdeC, lpfA, mdtM, terC, ymgB |
| E29S | CS | E | S4 | 542 | O184:H30 | A | - | acrF, astA, fdeC, mdtM, pcoABCDERS, silABCEDPRS, terC, ymgB |
| E30C | CC | E | S4 | 4156 | O113:H32 | A | - | acrF, fdeC, mdtM, merCPRT, terC, ymgB |
| E30L | LN | E | S4 | 1178 | O130:H26 | A | - | acrF, hra, mdtM, merCPRT, pcoABCDERS, silABEFPRS, terC, traT, tsh |
| E30S | CS | E | S4 | 877 | O?:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, ompT, pcoABCDERS, silABCEFPRS, terC, ymgB |
| E31C | CC | E | S4 | 877 | O?:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, ompT, pcoABCDERS, silABCEFPR, terC, ymgB |
| E31L | LN | E | S4 | 877 | O?:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, ompT, pcoABCDERS, silABCEFPRS, terC, ymgB |
| E31S | CS | E | S4 | 898 | O?:H48 | A | - | acrF, emrE, espX1, fdeC, lpfA, mdtM, terC, traT, ymgB |
| E32C | CC | E | S4 | 10 | O71:H27 | A | - | acrF, fdeC, fyuA, irp2, mdtM, ompT, pcoABCDERS, silABCEFPRS, silS, terC, ybtPQ, ymgB |
| E32L | LN | E | S4 | 1178 | O130:H26 | A | - | acrF, hra, mdtM, merCPRT, pcoABCDERS, silABEFPRS, terC, traT, tsh |
| E32S | CS | E | S4 | 542 | O8:H45 | A | - | acrF, fdeC, gad, hra, mdtM, terC, ymgB |
| E33L | LN | E | S4 | 648 | O2:H42 | F | UPEC | acrF, air, chuA, cia, eilA, emrDE, fdeC, iss, kpsEMII, lpfA, mdtM, ompT, terC, traT, yfcV, ymgB |
| E33S | CS | E | S4 | 165 | O180:H51 | A | - | aaiC, acrF, astA, cba, cea, emrE, katP, mcbA, mdtM, terC, traT, ymgB |
| E34L | LN | E | S4 | 746 | O?:H19 | A | - | acrF, astA, emrE, fdeC, mdtM, terC, traT, ymgB |
| E34S | CS | E | S4 | 2077 | O?:H8 | B1 | - | acrF, cea, emrE, fdeC, gad, iss, lpfA, mdtM, pcoABCDERS, pcoS, silABCEFPRS, terC, ymgB |
| E35C | CC | E | S4 | 877 | O?:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, ompT, pcoABCDERS, silABCEFPRS, terC, traT, ymgB |
| E35S | CS | E | S4 | 14809 | O4:H45 | A | - | acrF, mdtM, terC, traT, tsh |
| E37NFC | SE | E | S4 | 295 | O?:H16 | B1 | - | acrF, fdeC, lpfA, mdtM, terC, ymgB |
| E38FC | SE | E | S4 | 746 | O?:H19 | A | - | acrF, astA, emrE, fdeC, mdtM, terC, traT |
| E39FC | SE | E | S4 | 227 | O162:H10 | A | - | acrF, capU, emrE, etpD, fdeC, katP, mdtM, terC, traT, ymgB |
| E40NFC | SE | E | S4 | 88 | O?:H12 | C | - | acrF, cia, cib, cvaC, emrE, etsC, fdeC, fyuA, hlyF, iroBCDEN, irp2, iss, iucABCD, iutA, lpfA, mchF, mdtM, merPRT, ompT, sitA, terC, traT, ybtPQ, ymgB |
| EF | FE | F | S5 | 10 | O101:H9 | A | - | acrF, cea, fdeC, fyuA, irp2, iss, iucABCD, iutA, mdtM, ompT, sitA, terC, traT, ybtPQ, ymgB |
| E41C | CC | F | S5 | 641 | O121:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, terC, ymgB |
| E41L | LN | F | S5 | 88 | O8:H9 | C | ExPEC | acrF, cea, cib, cvaC, emrE, etsC, fdeC, fyuA, hlyF, iroBCDEN, irp2, iss, iucABCD, iutA, lpfA, mchF, mdtM, ompT, papC, sitA, terC, traT, tsh, ybtPQ, ymgB |
| E42C | CC | F | S5 | 1115 | O102:H40 | A | - | acrF, cea, clpK, fdeC, hdeD-GI, hsp20, kefB-GI, mdtM, merCPRT, psi-GI, shsP, terC, trxLHR, yfdX1X2, ymgB |
| E42L | LN | F | S5 | 877 | O7:H10 | B1 | - | acrF, astA, fdeC, lpfA, mdtM, ompT, terC, ymgB |
| E43C | CC | F | S5 | 196 | O?:H7 | B1 | ETEC | acrF, astA, fdeC, lpfA, mdtM, stb, terC, ymgB |
| E44C | CC | F | S5 | 10 | O111:H27 | A | - | acrF, astA, iss, mdtM, terC, traT, ymgB |
| E45C | CC | F | S5 | 641 | O121:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, terC, ymgB |
| E46C | CC | F | S5 | 410 | O15:H12 | C | ETEC | acrF, astA, emrE, fdeC, iss, lpfA, mdtM, stb, terC, ymgB |
| E47FC | SE | F | S5 | 877 | O?:H10 | B1 | - | acrF, fdeC, lpfA, mdtM, ompT, pcoABCDERS, silABCEFPRS, terC, ymgB |
| E48NFC | SE | F | S5 | 641 | O121:H10 | B1 | - | acrF, fdeC, fedF, lpfA, mdtM, terC, traT, ymgB |
| E50FC | SE | F | S5 | 156 | O?:H28 | B1 | - | acrF, astA, cea, cvaC, emrE, etsC, fdeC, fyuA, hlyF, iha, iroBCDEN, irp2, iss, iucABCD, iutA, lpfA, mchBCF, mdtM, ompT, sitA, terC, traT, tsh, ybtPQ, ymgB |
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