Whole-herd risk factors associated with wean-to-finish mortality under the conditions of a Midwestern USA swine production system

dc.contributor.author Magalhães, Edison S.
dc.contributor.author Zimmerman, Jeffrey J.
dc.contributor.author Thomas, Pete
dc.contributor.author Moura, Cesar A.A.
dc.contributor.author Trevisan, Giovani
dc.contributor.author Holtkamp, Derald J.
dc.contributor.author Rademacher, Christopher J.
dc.contributor.author Silva, Gustavo S.
dc.contributor.department Veterinary Diagnostic and Production Animal Medicine
dc.contributor.department Statistics
dc.date.accessioned 2021-12-17T15:35:36Z
dc.date.available 2021-12-17T15:35:36Z
dc.date.issued 2022-01
dc.description.abstract Swine wean-to-finish (W2F) mortality is a multifactorial, dynamic process and a key performance indicator of commercial swine production. Although swine producers typically capture the relevant data, analysis of W2F mortality risk factors is often hindered by the fact that, even if data is available, they are typically in different formats, non-uniform, and dispersed among multiple unconnected databases. In this study, an automated framework was created to link multiple data streams to specific cohorts of market animals, including sow farm productivity parameters, sow farm and growing pig health factors, facilities, management factors, and closeout data from a Midwestern USA production system. The final dataset (master-table) contained breeding-to-market data for 1,316 cohorts of pigs marketed between July 2018 and June 2019. Following integration into a master-table, continuous explanatory variables were categorized into quartiles averages, and the W2F mortality was log-transformed, reporting geometric mean mortality of 8.69 % for the study population. Further, univariate analyses were performed to identify individual variables associated with W2F mortality (p < 0.10) for further inclusion in a multivariable model, where model selection was applied. The final multivariable model consisted of 13 risk factors and accounted for 68.2 % (R2) of the variability of the W2F mortality, demonstrating that sow farm health and performance are closely linked to downstream W2F mortality. Higher sow farm productivity was associated with lower subsequent W2F mortality and, conversely, lower sow farm productivity with higher W2F mortality e.g., groups weaned in the highest quartiles for pre-weaning mortality and abortion rate had 13.5 %, and 12.5 %, respectively, which was statistically lower than the lowest quartiles for the same variables (10.5 %, and 10.6 %). Moreover, better sow farm health status was also associated with lower subsequent W2F mortality. A significant difference was detected in W2F mortality between epidemic versus negative groups for porcine reproductive and respiratory syndrome virus (15.4 % vs 8.7 %), and Mycoplasma hyopneumoniae epidemic versus negative groups (13.7 % vs 9.9 %). Overall, this study demonstrated the application of a whole-herd analysis by aggregating information of the pre-weaning phase with the post-weaning phase (breeding-to-market) to identify and measure the major risk factors of W2F mortality.
dc.description.comments This is a manuscript of an article published as Magalhães, Edison S., Jeffrey J. Zimmerman, Pete Thomas, Cesar AA Moura, Giovani Trevisan, Derald J. Holtkamp, Chong Wang, Christopher Rademacher, Gustavo S. Silva, and Daniel CL Linhares. "Whole-herd risk factors associated with wean-to-finish mortality under the conditions of a Midwestern USA swine production system." Preventive Veterinary Medicine 198 (2022): 105545. DOI: 10.1016/j.prevetmed.2021.105545. CC BY-NC-ND. Copyright 2021 Elsevier B.V. Posted with permission.
dc.identifier.uri https://dr.lib.iastate.edu/handle/20.500.12876/dvmqJD5v
dc.language.iso en_US
dc.publisher Elsevier
dc.source.uri https://doi.org/10.1016/j.prevetmed.2021.105545 *
dc.subject Swine
dc.subject Wean-to-finish
dc.subject Mortality
dc.subject Whole-herd
dc.subject Risk factors
dc.subject.disciplines DegreeDisciplines::Medicine and Health Sciences::Veterinary Medicine::Large or Food Animal and Equine Medicine
dc.subject.disciplines DegreeDisciplines::Medicine and Health Sciences::Veterinary Medicine::Veterinary Preventive Medicine, Epidemiology, and Public Health
dc.title Whole-herd risk factors associated with wean-to-finish mortality under the conditions of a Midwestern USA swine production system
dc.type Article
dspace.entity.type Publication
relation.isAuthorOfPublication 3ce0db9e-1f42-4d29-b389-2364b3470254
relation.isAuthorOfPublication b715071c-c3bd-419c-b021-0ac4702f346a
relation.isOrgUnitOfPublication 5ab07352-4171-4f53-bbd7-ac5d616f7aa8
relation.isOrgUnitOfPublication 5a1eba07-b15d-466a-a333-65bd63a4001a
File
Original bundle
Now showing 1 - 1 of 1
Name:
2022-LinharesDaniel-WholeHerd.pdf
Size:
261.47 KB
Format:
Adobe Portable Document Format
Description:
Collections