| Literature DB >> 28405449 |
Carolina Temtem1, Amanda Brinch Kruse2, Liza Rosenbaum Nielsen2, Ken Steen Pedersen3, Lis Alban3.
Abstract
BACKGROUND: There is growing concern about development of antimicrobial resistance due to use of antimicrobials (AMs) in livestock production. Identifying efficient alternatives, including vaccination, is a priority. The objective of this study was to compare the herd-level amount of AMs prescribed for weaner pigs, between Danish sow herds using varying combinations of vaccines against Porcine Circovirus Type 2 (PCV2), Mycoplasma hyopneumoniae (MYC) and Lawsonia intracellularis (LAW). It was hypothesised that herds purchasing vaccines, use these to prevent disease, and hence reduce their AM consumption, compared to herds purchasing fewer or no vaccines against these pathogens. Data summarised over year 2013 were obtained from the Danish Central Husbandry Register and the Danish VetStat database, in which prescriptions of medication are recorded. All one-site indoor pig herds with >50 sows and >200 weaners were selected. AMs prescribed for weaners was measured in animal daily doses (ADD) and divided according to three indication groups (gastro-intestinal, respiratory indication or total use). The analysis was based on three multivariable linear regression models of the herd-level ADD for each indication group. The eight vaccination combinations (2x2x2) were included as one explanatory variable, and herd size, measured as the number of weaner pen places was included in the models as a potential confounder.Entities:
Keywords: Alternatives; Antimicrobial consumption; Denmark; Pigs; Vaccination; VetStat
Year: 2016 PMID: 28405449 PMCID: PMC5382450 DOI: 10.1186/s40813-016-0042-1
Source DB: PubMed Journal: Porcine Health Manag ISSN: 2055-5660
Final multivariable model* of the associations between the use of vaccines and total consumption of antimicrobials (AC-TOTAL) measured as Animal Daily Doses (ADD) per 100 weaners per day in 1513 Danish sow herds after controlling for production size, 2013. Group 0 (no vaccination) and small herd size were used as reference classes
| Variables and classes | AC-TOTAL (ADD/100 weaners/day) | Converted AC-TOTAL (ADD/100 weaners/day) | ||||
|---|---|---|---|---|---|---|
| Estimate of square root-transformed outcome | Standard error |
| Mean estimate | Lower 95 % CI | Upper 95 % CI | |
| Intercept | 2.573 | 0.0732 | <0.0001 | 6.6 | 5.9 | 7.4 |
| Combinations of vaccines | <0.0001 | |||||
| Group 0: PCV2 = 0 & MYC = 0 & LAW = 0 ( | 0.000 | n.a. | 6.6 | n.a. | n.a. | |
| Group 1: PCV2 = 1 & MYC = 0 & LAW = 0 ( | 0.324 | 0.096 | 8.4 | 7.3 | 9.5 | |
| Group 2: PCV2 = 0 & MYC = 1 & LAW = 0 ( | 0.433 | 0.103 | 9.0 | 7.9 | 10.3 | |
| Group 3: PCV2 = 0 & MYC = 0 & LAW = 1 ( | 0.192 | 0.274 | 7.6 | 5.0 | 10.9 | |
| Group 4: PCV2 = 1 & MYC = 1 & LAW = 0 ( | 0.635 | 0.084 | 10.3 | 9.3 | 11.4 | |
| Group 5: PCV2 = 1 & MYC = 0 & LAW = 1 | 0.083 | 0.216 | 7.1 | 5.0 | 9.5 | |
| Group 6: PCV2 = 0 & MYC = 1 & LAW = 1 ( | −0.118 | 0.374 | 6.0 | 3.0 | 10.2 | |
| Group 7: PCV2 = 1 & MYC = 1 & LAW = 1 ( | 0.202 | 0.188 | 7.7 | 5.8 | 9.9 | |
| Herd size (number of weaner pen places) | <0.0001 | |||||
| Small ( | 0.000 | n.a. | 6.6 | n.a. | n.a. | |
| Medium ( | 0.264 | 0.073 | 8.0 | 7.3 | 8.9 | |
| Large ( | 0.459 | 0.083 | 9.2 | 8.2 | 10.2 | |
n.a. not applicable, PCV2 Porcine Circovirus Type 2, MYC Mycoplasma hyopneumoniae, LAW Lawsonia intracellularis
a, b, c, d – different letters indicate variable classes with significantly different parameter estimates of antimicrobial consumption according to an F-test
*Model statistics: R = 0.07, F = 12.2, P < 0.001
Final multivariable model* of the associations between use of vaccines and consumption of antimicrobials with gastro-intestinal indications (AC-GI) in 1415 Danish sow herds after controlling for production size, 2013. Group 0 (no vaccination) and small herd size were used as reference classes
| Variables and classes | AC-GI (ADD/100 weaners/day) | Converted AC-GI (ADD/100 weaners/day) | ||||
|---|---|---|---|---|---|---|
| Estimate of square root-transformed outcome | Standard error |
| Mean estimate | Lower 95 % CI | Upper 95 % CI | |
| Intercept | 2.384 | 0.076 | <0.0001 | 5.7 | 5.0 | 6.4 |
| Combinations of vaccines | 0.2 | |||||
| Group 0: PCV2 = 0 & MYC = 0 & LAW = 0 ( | 0.000 | n.a. | 5.7 | n.a. | n.a. | |
| Group 1: PCV2 = 1 & MYC = 0 & LAW = 0 ( | 0.145 | 0.097 | 6.4 | 5.5 | 7.4 | |
| Group 2: PCV2 = 0 & MYC = 1 & LAW = 0 ( | −0.004 | 0.106 | 5.7 | 4.7 | 6.7 | |
| Group 3: PCV2 = 0 & MYC = 0 & LAW = 1 ( | 0.021 | 0.270 | 5.8 | 3.5 | 8.6 | |
| Group 4: PCV2 = 1 & MYC = 1 & LAW = 0 ( | 0.183 | 0.085 | 6.6 | 5.8 | 7.5 | |
| Group 5: PCV2 = 1 & MYC = 0 & LAW = 1 ( | 0.258 | 0.222 | 7.0 | 4.9 | 9.5 | |
| Group 6: PCV2 = 0 & MYC = 1 & LAW = 1 ( | 0.058 | 0.405 | 6.0 | 2.7 | 10.5 | |
| Group 7: PCV2 = 1 & MYC = 1 & LAW = 1 ( | −0.026 | 0.190 | 5.6 | 3.9 | 7.5 | |
| Herd size (number of weaners pen places) | 0.02 | |||||
| Small ( | 0.000 | n.a. | 5.7 | n.a. | n.a. | |
| Medium ( | 0.151 | 0.075 | 6.4 | 5.7 | 7.2 | |
| Large ( | 0.227 | 0.085 | 6.8 | 6.0 | 7.7 | |
n.a. not applicable, PCV2 Porcine Circovirus Type 2, MYC Mycoplasma hyopneumoniae, LAW Lawsonia intracellularis
a, b – different letters indicate variable classes with significantly different parameter estimates of antimicrobial consumption according to an F-test
*Model statistics: R = 0.006, F = 2.0, P = 0.03
Final multivariable model* of the associations between use of vaccines and consumption of antimicrobials with respiratory indications (AC-RESP) in 836 Danish sow herds after controlling for production size, 2013. Group 0 (no vaccination) and small herd size were used as reference classes
| Variables and classes | AC-RESP (ADD/100 weaners/day) | Converted AC-RESP (ADD/100 weaners/day) | ||||
|---|---|---|---|---|---|---|
| Estimate of log-transformed outcome | Standard error |
| Mean estimate | Lower 95 % CI | Upper 95 % CI | |
| Intercept | 0.497 | 0.145 | <0.0001 | 1.6 | 1.2 | 2.2 |
| Combinations of vaccines | <0.0001 | |||||
| Group 0: PCV2 = 0 & MYC = 0 & LAW = 0 ( | 0.000 | n.a. | 1.6 | n.a. | n.a. | |
| Group 1: PCV2 = 1 & MYC = 0 & LAW = 0 ( | 0.404 | 0.177 | 2.5 | 1.7 | 3.5 | |
| Group 2: PCV2 = 0 & MYC = 1 & LAW = 0 ( | 0.648 | 0.177 | 3.1 | 2.2 | 4.4 | |
| Group 3: PCV2 = 0 & MYC = 0 & LAW = 1 ( | 0.160 | 0.490 | 1.9 | 0.7 | 5.0 | |
| Group 4: PCV2 = 1 & MYC = 1 & LAW = 0 ( | 0.672 | 0.146 | 3.2 | 2.4 | 4.3 | |
| Group 5: PCV2 = 1 & MYC = 0 & LAW = 1 ( | −0.994 | 0.434 | 0.6 | 0.3 | 1.4 | |
| Group 6: PCV2 = 0 & MYC = 1 & LAW = 1 ( | −0.166 | 0.626 | 1.4 | 0.4 | 4.7 | |
| Group 7: PCV2 = 1 & MYC = 1 & LAW = 1 ( | 0.220 | 0.289 | 2.0 | 1.2 | 3.6 | |
| Herd size (number of weaners pen places) | 0.06 | |||||
| Small ( | 0.000 | n.a. | 1.6 | n.a. | n.a. | |
| Medium ( | −0.261 | 0.129 | 1.3 | 1.0 | 1.6 | |
| Large ( | −0.295 | 0.136 | 1.2 | 0.9 | 1.6 | |
n.a. not applicable, PCV2 Porcine Circovirus Type 2, MYC Mycoplasma hyopneumoniae, LAW Lawsonia intracellularis
a, b, c – different letters indicate variable classes with significantly different parameter estimates of antimicrobial consumption according to an F-test
*Model statistics: R = 0.04, F = 4.8, P = 0.001
Fig. 1Total use of antimicrobials – measured as Animal Daily Doses (ADD) per 100 weaners per day – in 1513 Danish sow herds, divided according to the combined use of vaccination against PCV2, Mycoplasma hyopneumoniae (MYC), and Lawsonia intracellularis (LAW), 2013
Fig. 2Use of antimicrobials with gastro-intestinal indication – measured as Animal Daily Doses (ADD) per 100 weaners per day – in 1415 Danish sow herds, divided according to the combined use of vaccination against PCV2, Mycoplasma hyopneumoniae (MYC), and Lawsonia intracellularis (LAW), 2013
Fig. 3Use of antimicrobials with respiratory indication – measured as Animal Daily Doses (ADD) per 100 weaners per day – in 836 Danish sow herds, divided according to the combined use of vaccination against PCV2, Mycoplasma hyopneumoniae (MYC), and Lawsonia intracellularis (LAW), 2013