| Literature DB >> 33240256 |
Cassidy L Klima1, Devin B Holman2, Shaun R Cook3, Cheyenne C Conrad1, Brenda J Ralston4, Nick Allan5, R Michele Anholt6, Yan D Niu7, Kim Stanford8, Sherry J Hannon9, Calvin W Booker9, Tim A McAllister1.
Abstract
Multidrug-resistant (MDR; resistance to ≥3 antimicrobial classes) members of the Pasteurellaceae family may compromise the efficacy of therapies used to prevent and treat bovine respiratory disease (BRD) in feedlot cattle. This study examined the prevalence of multidrug resistance in strains of Mannheimia haemolytica and Pasteurella multocida collected from BRD cattle mortalities in North America. Isolates of M. haemolytica (n = 147) and P. multocida (n = 70) spanning 69 Alberta feedlots from 2011 to 2016 and two United States feedlots from 2011 to 2012 were examined for antimicrobial resistance (AMR) in association with integrative and conjugative elements (ICEs). Overall, resistance was high in both bacterial species with an increase in the prevalence of MDR isolates between 2011 and 2016. Resistance to >7 antimicrobial drugs occurred in 31% of M. haemolytica and 83% of P. multocida isolates. Resistance to sulfadimethoxine, trimethoprim/sulfamethoxazole, neomycin, clindamycin oxytetracycline, spectinomycin, tylosin, tilmicosin, and tulathromycin was most common. Although >80% of strains harbored three or more ICE-associated genes, only 12% of M. haemolytica and 77% of P. multocida contained all six, reflecting the diversity of ICEs. There was evidence of clonal spread as P. multocida and M. haemolytica isolates with the same pulsed-field gel electrophoresis profile from the United States in 2011 were isolated in Alberta in 2015-2016. This work highlights that MDR strains of Pasteurellaceae containing ICEs are widespread and may be contributing to BRD therapy failure in feedlot cattle. Given the antimicrobial resistance gene profiles identified, these MDR isolates may be selected for by the use of macrolides, tetracyclines, and/or in-feed supplements containing heavy metals.Entities:
Keywords: Mannheimia haemolytica; Pasteurella multocida; Pasteurellaceae; antimicrobial resistance; bovine respiratory disease; integrative and conjugative elements
Year: 2020 PMID: 33240256 PMCID: PMC7682020 DOI: 10.3389/fmicb.2020.606438
Source DB: PubMed Journal: Front Microbiol ISSN: 1664-302X Impact factor: 5.640
Characteristics of each longitudinal study; the number of isolates screened using antimicrobial susceptibility testing (AST), percentage of multidrug-resistant (MDR) isolates detected, and number of isolates from each study used for subsequent analyses.
| Surveillance study 1 | Surveillance study 2 | Surveillance study 3 | Total | |
| Year(s) study was performed | 2011–2012 | 2014–2015 | 2015–2016 | – |
| Canada | 10 | 17 | 12 | 31 |
| United States | 2 | 0 | 0 | 2 |
| 55 | 238 | 35 | 408 | |
| 8 | 85 | 34 | 140 | |
| 67.3 (55) | 55 (238) | 81.8 (33) | – | |
| 50 (8) | 70.5 (85) | 90.9 (33) | – | |
| 40 | 80 | 27 | 147 | |
| 6 | 34 | 30 | 70 | |
| Total | 46 | 114 | 57 | 217 |
FIGURE 1Agarose gel electrophoresis of products from multiplex PCR RR1-MPLEX (A) RR2-MPLEX, (B) and MCRLD-MPLEX (C). Lanes: 1, GeneRuler 50 bp DNA Ladder; 2, Mannheimia haemolytica strain L024A (accession LFXX00000000); 3, negative control.
FIGURE 2Percentage of (A) Mannheimia haemolytica and (B) Pasteurella multocida isolates in each surveillance study that were resistant to each antimicrobial. 1Minimum inhibitory concentration (MIC) breakpoints defined by Clinical Laboratory Standards Institute (CLSI) guidelines. 2MIC determined by bimodal distribution of MIC coupled with the presence of associated antimicrobial resistance genes. 2Ampicillin, AMP; 2Clindamycin, CLI; 1Chlortetracycline, CTET; 1Danofloxacin, DANO; 1Enrofloxacin, ENRO; 1Florfenicol, 2FFN; Gentamicin, GEN; 2Neomycin, NEO; 2Oxytetracycline, OXY; 2Penicillin, PEN; 2Trimethoprim/sulfamethoxazole, SDM; 2Spectinomycin, SPE; 2Sulfadimethoxine, SXT; 2Tiamulin, TIA; 1Tilmicosin, TIL; 1Ceftiofur, XNL; 1Tulathromycin, TUL; 2Tylosin tartrate, TYLT.
Multidrug resistance profiles and associated pulsotypes for Mannheimia haemolytica and Pasteurella multocida isolates collected from bovine respiratory disease mortalities.
| No. drugs in MDR profile | No. drug classes isolates are resistant to | Drugs isolates are resistant to | Pulsotype | ||
| 3 | 3 | CLI, OXY, SDM | |||
| 59 | 1 | ||||
| 61 | 1 | ||||
| 3 | 3 | CLI, SDM, TIA | |||
| 57 | 1 | ||||
| 3 | 3 | CLI, SDM, TYLT | |||
| 5 | 1 | ||||
| 9 | 1 | ||||
| 19 | 1 | ||||
| 38 | 1 | ||||
| 49 | 1 | ||||
| 3 | 3 | OXY, SDM, TYLT | |||
| 25 | 1 | ||||
| 26 | 1 | ||||
| 4 | 3 | CLI, NEO, SDM, SXT | |||
| 61 | 1 | ||||
| 3 | CLI, SDM, SXT, TYLT | ||||
| 4 | 1 | ||||
| 15 | 1 | ||||
| 26 | 1 | ||||
| 27 | 1 | ||||
| 29 | 1 | ||||
| 37 | 1 | ||||
| 42 | 2 | ||||
| 45 | 1 | ||||
| 4 | 4 | NEO, OXY, SDM, TYLT | |||
| 1 | 1 | ||||
| 12 | 2 | ||||
| 21 | 2 | ||||
| 26 | 1 | ||||
| 29 | 1 | ||||
| 39 | 1 | ||||
| 4 | 4 | CLI, SDM, TIA, TYLT | |||
| 58 | 1 | ||||
| 4 | 3 | AMP, CLI, PEN, SDM, XNL | |||
| 55 | 1 | ||||
| 4 | 3 | CLI, GEN, NEO, SDM, SXT | |||
| 63 | 1 | ||||
| 4 | 5 | CLI, NEO, OXY, SDM, TYLT | |||
| 35 | 1 | ||||
| 4 | 4 | CLI, SDM, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 4 | 4 | NEO, OXY, SDM, SXT, TYLT | |||
| 2 | 1 | ||||
| 3 | 1 | ||||
| 21 | 7 | ||||
| 22 | 1 | ||||
| 29 | 1 | ||||
| 32 | 3 | ||||
| 36 | 1 | ||||
| 6 | 5 | CLI, NEO, OXY, SDM, SXT, TYLT | |||
| 21 | 1 | ||||
| 22 | 1 | ||||
| 32 | 2 | ||||
| 6 | 5 | CLI, NEO, OXY, SDM, TIL, TYLT | |||
| 57 | 1 | ||||
| 6 | 4 | FFN, NEO, SDM, SXT, TUL, TYLT | |||
| 15 | 1 | ||||
| 6 | 4 | NEO, OXY, SDM, SXT, TIL, TYLT | |||
| 21 | 2 | ||||
| 30 | 1 | ||||
| 6 | 4 | NEO, OXY, SDM, TIL, TUL, TYLT | |||
| 21 | 1 | ||||
| 6 | 3 | OXY, SDM, SXT, TIL, TUL, TYLT | |||
| 23 | 3 | ||||
| 7 | 5 | CLI, CTET, NEO, OXY, SDM, SXT, TYLT | |||
| 21 | 1 | ||||
| 7 | 5 | CLI, CTET, NEO, OXY, SDM, TIL, TYLT | |||
| 54 | 1 | ||||
| 7 | 4 | CLI, CTET, OXY, SDM, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 7 | 6 | CLI, FFN, NEO, OXY, SDM, TIL, TYLT | |||
| 12 | 1 | ||||
| 7 | 6 | CLI, NEO, OXY, SDM, SXT, TIA, TYLT | |||
| 26 | 1 | ||||
| 7 | 5 | CLI, NEO, OXY, SDM, SXT, TIL, TYLT | |||
| 21 | 1 | ||||
| 26 | 1 | ||||
| 7 | 4 | CTET, GEN, OXY, SDM, SPE, TUL, TYLT | |||
| 12 | 1 | ||||
| 7 | 3 | CTET, GEN, OXY, SPE, TIL, TUL, TYLT | |||
| 12 | 1 | ||||
| 7 | 4 | NEO, OXY, SDM, SPE, SXT, TIL, TYLT | |||
| 32 | 1 | ||||
| 8 | 4 | NEO, OXY, SDM, SXT, TIL, TUL, TYLT | |||
| 6 | 1 | ||||
| 8 | 1 | ||||
| 15 | 1 | ||||
| 17 | 1 | ||||
| 21 | 20 | ||||
| 22 | 1 | ||||
| 24 | 1 | ||||
| 26 | 1 | ||||
| 28 | 1 | ||||
| 29 | 1 | ||||
| 32 | 8 | ||||
| 33 | 1 | ||||
| 34 | 1 | ||||
| 40 | 1 | ||||
| 53 | 1 | ||||
| 8 | 5 | CLI, NEO, OXY, SDM, TIL, TUL, TYLT | |||
| 21 | 1 | ||||
| 61 | 1 | ||||
| 8 | 5 | CLI, NEO, OXY, SDM, SPE, TIL, TUL, TYLT | 1 | ||
| 61 | |||||
| 8 | 5 | CLI, NEO, OXY, SDM, SXT, TIL, TUL, TYLT | |||
| 16 | 1 | ||||
| 26 | 1 | ||||
| 32 | 2 | ||||
| 8 | 5 | CLI, NEO, SDM, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 8 | 5 | CLI, OXY, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 61 | 2 | ||||
| 8 | 6 | CLI, OXY, SDM, SPE, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 8 | 5 | CLI, OXY, SDM, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 8 | 5 | CTET, GEN, OXY, SDM, SPE, SXT, TUL, TYLT | |||
| 48 | 1 | ||||
| 8 | 4 | CTET, NEO, OXY, SDM, SXT, TIL, TUL, TYLT | |||
| 21 | 2 | ||||
| 8 | 4 | NEO, OXY, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 15 | 1 | ||||
| 8 | 5 | NEO, OXY, SDM, SXT, TIA, TIL, TUL, TYLT | |||
| 21 | 1 | ||||
| 32 | 2 | ||||
| 9 | 6 | AMP, CLI, NEO, OXY, PEN, SDM, SXT, TIL, TYLT | |||
| 21 | 1 | ||||
| 9 | 6 | AMP, CLI, NEO, OXY, PEN, SDM, SXT, XNL, TYLT | |||
| 20 | 1 | ||||
| 9 | 6 | CLI, CTET, NEO, OXY, SDM, SXT, TIA, TIL, TYLT | |||
| 31 | 1 | ||||
| 61 | 1 | ||||
| 62 | 1 | ||||
| 64 | 1 | ||||
| 65 | 1 | ||||
| 68 | 1 | ||||
| 70 | 1 | ||||
| 72 | 2 | ||||
| 74 | 1 | ||||
| 9 | 6 | CLI, CTET, NEO, SDM, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 9 | 5 | CLI, CTET, OXY, SDM, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 9 | 5 | CLI, NEO, OXY, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 9 | 6 | CLI, OXY, SDM, SPE, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 4 | ||||
| 9 | 6 | CTET, NEO, OXY, SDM, SXT, TIA, TIL, TUL, TYLT | |||
| 21 | 1 | ||||
| 32 | 1 | ||||
| 9 | 5 | DANO, ENRO, GEN, OXY, SDM, SPE, SXT, TUL, TYLT | |||
| 14 | 1 | ||||
| 10 | 6 | AMP, CLI, NEO, OXY, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 61 | 2 | ||||
| 10 | 5 | CLI, CTET, GEN, NEO, OXY, SDM, SPE, TIL, TUL, TYLT | |||
| 52 | 1 | ||||
| 10 | 6 | CLI, CTET, NEO, OXY, SDM, SXT, TIA, TIL, TUL, TYLT | |||
| 21 | 1 | ||||
| 61 | 1 | ||||
| 10 | 6 | CLI, CTET, OXY, SDM, SPE, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 10 | 6 | CLI, FFN, GEN, NEO, OXY, SDM, SPE, TIL, TUL, TYLT | |||
| 12 | 2 | ||||
| 32 | 1 | ||||
| 41 | 1 | ||||
| 48 | 1 | ||||
| 10 | 6 | CLI, NEO, OXY, SDM, SPE, SXT, TIA, TIL, TUL, TYLT | |||
| 21 | 1 | ||||
| 61 | 10 | ||||
| 62 | 1 | ||||
| 66 | 1 | ||||
| 69 | 1 | ||||
| 70 | 1 | ||||
| 72 | 3 | ||||
| 73 | 1 | ||||
| 10 | 7 | CLI, OXY, SDM, SPE, SXT, TIA, TIL, XNL, TUL, TYLT | |||
| 61 | 1 | ||||
| 11 | 7 | AMP, CLI, DANO, OXY, SDM, SPE, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 11 | 6 | AMP, DANO, ENRO, GEN, OXY, PEN, SDM, SPE, TIL, TUL, TYLT | |||
| 13 | 1 | ||||
| 39 | 1 | ||||
| 11 | 6 | CLI, CTET, FFN, GEN, NEO, OXY, SDM, SPE, TIL, TUL, TYLT | |||
| 7 | 1 | ||||
| 26 | 1 | ||||
| 46 | 1 | ||||
| 11 | 6 | CLI, CTET, GEN, NEO, OXY, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 12 | 1 | ||||
| 11 | 7 | CLI, CTET, GEN, OXY, SDM, SPE, SXT, TIA, TIL, XNL, TYLT | |||
| 61 | 1 | ||||
| 11 | 6 | CLI, CTET, NEO, OXY, SDM, SPE, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 62 | 1 | ||||
| 67 | 1 | ||||
| 71 | 1 | ||||
| 11 | 6 | CLI, FFN, GEN, NEO, OXY, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 12 | 1 | ||||
| 15 | 1 | ||||
| 47 | 1 | ||||
| 11 | 7 | CLI, NEO, OXY, SDM, SPE, SXT, TIA, TIL, XNL, TUL, TYLT | |||
| 61 | 1 | ||||
| 12 | 7 | AMP, CLI, DANO, GEN, NEO, OXY, PEN, SDM, SPE, TIL, XNL, TYLT | |||
| 56 | 1 | ||||
| 12 | 8 | AMP, CLI, DANO, OXY, PEN, SDM, SPE, SXT, TIA, TIL, TUL, TYLT | |||
| 61 | 1 | ||||
| 12 | 7 | AMP, CLI, NEO, OXY, SDM, SPE, SXT, TIA, TIL, XNL, TUL, TYLT | |||
| 61 | 1 | ||||
| 12 | 6 | AMP, CTET, DANO, ENRO, GEN, OXY, PEN, SDM, SPE, TIL, TUL, TYLT | |||
| 18 | 1 | ||||
| 13 | 6 | AMP, CLI, CTET, GEN, NEO, OXY, PEN, SDM, SXT, TIL, XNL, TUL, TYLT | |||
| 32 | 1 | ||||
| 13 | 7 | AMP, CLI, DANO, ENRO, GEN, OXY, PEN, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 18 | 1 | ||||
| 13 | 7 | AMP, CLI, NEO, OXY, PEN, SDM, SPE, SXT, TIA, TIL, XNL, TUL, TYLT | |||
| 60 | 1 | ||||
| 61 | 2 | ||||
| 15 | 8 | AMP, CLI, CTET, DANO, ENRO, FFN, GEN, NEO, OXY, PEN, SDM, SPE, TIL, TUL, TYLT | |||
| 10 | 1 | ||||
| 15 | 8 | AMP, CLI, DANO, ENRO, FFN, GEN, NEO, OXY, PEN, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 7 | 1 | ||||
| 11 | 1 | ||||
| 26 | 1 | ||||
| 32 | 1 | ||||
| 16 | 8 | AMP, CLI, CTET, DANO, ENRO, FFN, GEN, NEO, OXY, PEN, SDM, SPE, SXT, TIL, TUL, TYLT | |||
| 21 | 1 | ||||
| 32 | 1 | ||||
| 50 | 1 | ||||
| Total | 147 | 70 |
FIGURE 3Multidrug resistance in Mannheimia haemolytica and Pasteurella multocida isolates. Numbers above bars indicate the number of unique antimicrobial susceptibility testing profiles within each multidrug resistance category.
FIGURE 4(A) Schematic representation of gene arrangement in ICEPmu1 originating from Pasteurella multocida, (B) percentage of isolates positive for antimicrobial resistance genes (ARGs) and ICE-associated genes, and (C) heatmaps displaying the association between ARGs and ICE-associated genes based on Pearson’s correlation coefficient.
Associations between antimicrobial resistance phenotype and antimicrobial resistance gene (ARG) presence in Mannheimia haemolytica (MH) and Pasteurella multocida (PM) isolates collected post-mortem from bovine respiratory disease mortalities.
| Resistance phenotype/ARG | No. isolates with resistance phenotype MH| PM | % of the resistant isolates with ARGa MH| PM | % of the susceptible isolates with ARG MH| PM |
| AMP/ | 15 | 10 | 54 | 10 | 12.9 | 0 |
| PEN/ | 15 | 6 | 53.4 | 16.7 | 12.9 | 0 |
| XNL/ | 2 | 9 | 0 | 11.2 | 17.3 | 0 |
| CTET/ | 21 | 20 | 90.5 | 85 | 85 | 72 |
| OXYT/ | 131 | 61 | 96.2* | 86.9 | 0 | 0 |
| FFN/ | 21 | 0 | 100** | 0 | 0 | 0 |
| SDM/ | 146 | 70 | 79.5 | 62.9 | 0 | 0 |
| SXT/ | 112 | 59 | 83.1 | 67.8 | 65.8 | 36.4 |
| SPE/ | 32 | 44 | 90.7** | 2.3 | 0 | 0 |
| SPE/ | 32 | 44 | 78.2* | 2.3 | 0 | 0 |
| NEO/ | 120 | 49 | 96.7** | 85.8* | 0 | 9.6 |
| NEO/ | 120 | 49 | 96.7** | 85.8* | 0 | 4.8 |
| NEO/ | 120 | 49 | 96.7** | 85.8* | 0 | 4.8 |
| GENT/ | 30 | 3 | 70 | 33.4 | 81.2 | 64.2 |
| GENT/ | 30 | 3 | 70 | 33.4 | 81.2 | 62.7 |
| GENT/ | 30 | 3 | 70 | 33.4 | 81.2 | 62.7 |
| GENT/ | 30 | 3 | 83.4* | 33.4 | 0 | 0 |
| GENT/ | 30 | 3 | 96.7** | 33.4 | 0 | 0 |
| TUL/ | 92 | 49 | 33.7 | 4.1 | 3.7 | 4.8 |
| TUL/ | 92 | 49 | 33.7 | 4.1 | 3.7 | 4.8 |
| TUL | 92 | 49 | 22.9 | 8.2 | 1.9 | 47.7 |
| TIL/ | 97 | 62 | 29.9 | 4.9 | 8 | 0 |
| TIL/ | 97 | 62 | 29.9 | 4.9 | 8 | 0 |
| TIL/ | 97 | 62 | 22.7 | 22.6 | 0 | 0 |
| TYLT/ | 147 | 64 | 22.5 | 4.7 | 0 | 0 |
| TYLT/ | 147 | 64 | 22.5 | 4.7 | 0 | 0 |
| TYLT/ | 147 | 64 | 15 | 21.9 | 0 | 0 |
| CLIND/ | 57 | 70 | 42.2 | 4.3 | 10 | 0 |
| CLIND/ | 57 | 70 | 42.2 | 4.3 | 10 | 0 |
| CLIND/ | 57 | 70 | 38.6 | 20 | 0 | 0 |
FIGURE 5Significant (Cramer’s V ≥ 0.7, P ≤ 0.05) associations between multidrug resistance profiles of (A) Mannheimia haemolytica and (B) Pasteurella multocida isolates with feedlot, country of origin, submitting veterinary clinic, diagnosis, PFGE profile, serotype (for M. haemolytica), and treatment. Weight of the lines correspond to Cramer’s V values.
FIGURE 6(A) Pulsed-field gel electrophoresis (PFGE) profiles of Mannheimia haemolytica (SalI) and Pasteurella multocida (ApaI) isolates. Pie charts depict the number of unique pulsotypes (>95% similarity) per study (study 1 M. haemolytica = 40, P. multocida = 6; study 2 M. haemolytica = 80, P. multocida = 34; study 3 M. haemolytica = 27, P. multocida = 34) and the proportion of isolates with each pulsotype. (B) PFGE profiles that contain strains from multiple locations. Numbers above each bar represent the number of unique antimicrobial susceptibility profiles within each unique PFGE profile.
Percentage (No.) of cattle that had been treated multiple times as a result of bovine respiratory disease (BRD).
| Percentage of BRD cases by number of antimicrobials treated (No. animals) | |||||||
| Bacterial species isolated | None | Once | Twice | Three | Four | Five | Six |
| 33 (48) | 39 (58) | 17 (25) | 7 (11) | 3 (4) | 1 (1) | – | |
| 34 (24) | 21 (15) | 11 (8) | 7 (5) | 13 (9) | 10 (7) | 3 (2) | |
Percentage (No.) of Mannheimia haemolytica and Pasteurella multocida isolates from bovine respiratory disease mortalities that are multidrug resistant by number of antimicrobial treatments the animal received.
| Percentage of isolates (no. isolates) with drug count of multidrug resistance profile | ||||||||||||||
| Species | Treatment No. | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 15 | 16 |
| None | 4 (2) | 15 (7) | 19 (9) | 15 (7) | 17 (8) | 2 (1) | 2 (1) | 8 (4) | 13 (6) | – | – | – | 6 (3) | |
| First | 3 (2) | 7 (4) | 9 (5) | 5 (3) | 52 (30) | 10 (6) | 2 (1) | 5 (3) | 3 (2) | – | 2 (1) | 2 (1) | – | |
| Second | 8 (2) | 12 (3) | 8 (2) | – | 36 (9) | 12 (3) | 12 (3) | 4 (1) | 4 (1) | – | – | 4 (1) | – | |
| Third | – | 18 (2) | – | – | 18 (2) | 9 (1) | 9 (1) | – | – | 9 (1) | 9 (1) | 27 (3) | – | |
| Fourth | – | 25 (1) | – | 50 (2) | 25 (1) | – | – | – | – | – | – | – | – | |
| Fifth | 100 (1) | – | – | – | – | – | – | – | – | – | – | – | – | |
| None | – | 4 (1) | 4 (1) | 4 (1) | 13 (3) | 21 (5) | 25 (6) | 17 (4) | 8 (2) | 4 (1) | – | |||
| First | – | 7 (1) | 7 (1) | – | – | 7 (1) | 27 (4) | 33 (5) | 7 (1) | 13 (2) | – | |||
| Second | 25 (2) | – | 13 (1) | – | – | – | 13 (1) | 38 (3) | – | – | 13 (1) | |||
| Third | – | – | – | – | – | – | 20 (1) | 40 (2) | – | – | 40 (2) | |||
| Fourth | 11 (1) | – | – | – | – | – | 11 (1) | 56 (5) | 22 (2) | – | – | |||
| Fifth | – | – | – | – | – | – | 43 (3) | 43 (3) | 14 (1) | – | – | |||
| Sixth | – | – | – | – | – | – | – | 50 (1) | 50 (1) | – | – | |||
FIGURE 7Heatmap of the antimicrobial treatment data for animals examined post-mortem after having died of bovine respiratory disease. Box color indicates overall percentage of animals that received an antimicrobial based on the data that was provided by veterinary clinics.