Please use this identifier to cite or link to this item: https://hdl.handle.net/10216/154138
Author(s): Martins, EG
Oliveira, P
Oliveira, BM
Mendonça, D
Niza-Ribeiro, J
Title: Association of paratuberculosis sero-status with milk production and somatic cell counts across 5 lactations, using multilevel mixed models, in dairy cows
Publisher: Elsevier
Issue Date: 2018
Abstract: The aim of this work was to investigate associations between individual cow Mycobacterium avium ssp. paratuberculosis (MAP) seropositivity, 305- d corrected milk production, and somatic cell count during 5 lactations lifespan in Portuguese dairy herds using multilevel mixed models. We used MAP serum ELISA (Idexx MAP Ac, Idexx Laboratories Inc., Westbrook, ME) results (n = 23,960) from all the 20,221 adult cows present in 329 farms and corresponding 47,586 lactation records from the National Dairy Improvement Association. Cows and farms were classified as positive or negative. Multilevel mixed models were used to investigate the association of cow MAP status with variation in milk production and somatic cell count. Cow MAP status, farm status, and lactation number were considered as independent variables. A quadratic function of lactation number was used to mimic the effect of lactation order on milk production. The models considered 3 levels: measurement occasion (level 1) within cow (level 2) and cow within farm (level 3). Four final models were produced, including all herds and cows, to address the effect of farm status (models 1 and 2) or the effect of cow status (models 3 and 4) on the outcome variables. Our results show that MAP status affects milk production. Losses are detectable from third lactation onward. During the first 5 lactations, positive cows accumulated an average loss of 1,284.8 kg of milk when compared with the negative cows. We also observed that somatic cell counts were higher in positive cows and a positive interaction occurs between cow status and lactation number, suggesting a positive association between MAP infection and increased so- matic cell counts. Our results are in line with previous studies, suggesting a possible positive relation between cow milk production and susceptibility to MAP infection.
Subject: paratuberculosis
milk production
somatic cell count
multilevel mixed model
DOI: 10.3168/jds.2017-13746
URI: https://hdl.handle.net/10216/154138
Source: J Dairy Sci. 2018 Aug;101(8):7638-7649. doi: 10.3168/jds.2017-13746. Epub 2018 Jun 7.
Document Type: Artigo em Revista Científica Internacional
Rights: openAccess
License: https://creativecommons.org/licenses/by-nc-nd/4.0/
Appears in Collections:ISPUP - Artigo em Revista Científica Internacional

Files in This Item:
File Description SizeFormat 
martins-jds-2018.pdf508.71 kBAdobe PDFThumbnail
View/Open


This item is licensed under a Creative Commons License Creative Commons