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Logistic regression model reveals major factors associated with total bacteria and somatic cell counts in goat bulk milk
- Source :
- Scopus, Repositório Institucional da UNESP, Universidade Estadual Paulista (UNESP), instacron:UNESP
- Publication Year :
- 2021
-
Abstract
- Made available in DSpace on 2021-06-25T10:24:56Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-05-01 Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) The objective of this study was to identify on-farm risk factors associated with microbiological traits and somatic cell counts of goat bulk milk. A cross-sectional study was carried out on 160 goat dairy herds. Bulk tank milk samples were collected aseptically for qualitative (Salmonella enterica) and quantitative (aerobic mesophilic bacteria, total coliforms, E. coli, Staphylococcus spp. and Staphylococcus aureus) microbiological analyses. Additionally, information on various herd characteristics, general management practices, and milking procedures was collected by means of a questionnaire. A model for risk factors associated with the investigated traits was built by means of logistic regression after selection of putative variables by univariable analysis. Absence of pre-dipping, non-discharge of foremilk before milking and confirmed mastitis cases in the herds were identified as major risk factors for high aerobic plate counts. Low milk yield (< 25 kg / milk / day) was identified as a major risk factor for high somatic cell counts (SCC) in goat milk. Other variables such as long-term establishment of the herds (>7 years), the use of ponds as water source, long lactation periods (> 210 days), practice of milking in late pregnancy and non-discharge of foremilk before milking were also identified as risk factors for high SCC. The information generated by this study can support intervention measures targeting the improvement of goat milk quality, which is of paramount importance for the continuous development of the goat dairy industry. Departmento de Zootecnia Centro de Ciências Agrárias Universidade Federal da Paraíba (UFPB) Departamento de Patologia Veterinária Universidade Estadual Paulista (UNESP) Centro de Saúde e Tecnologia Rural/Universidade Federal de Campina Grande (UFCG) Departamento de Nutrição Universidade Federal da Paraíba (UFPB) Departamento de Ciências Fundamentais e Sociais Universidade Federal da Paraíba (UFPB) Global One Health Initiative (GOHi) The Ohio State University (OSU) Departamento de Patologia Veterinária Universidade Estadual Paulista (UNESP) CAPES: 001
- Subjects :
- Veterinary medicine
040301 veterinary sciences
Indicator microorganisms
Mastitis
Biology
Logistic regression
medicine.disease_cause
Milking
Dairy goats
0403 veterinary science
fluids and secretions
Food Animals
Aerobic plate count
Lactation
medicine
Bulk tank
0402 animal and dairy science
food and beverages
04 agricultural and veterinary sciences
biology.organism_classification
medicine.disease
040201 dairy & animal science
medicine.anatomical_structure
Herd
Animal Science and Zoology
Somatic cell counts
Staphylococcus
Bacteria
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Scopus, Repositório Institucional da UNESP, Universidade Estadual Paulista (UNESP), instacron:UNESP
- Accession number :
- edsair.doi.dedup.....27638be625b83d37baf1cfa71cc6e9d5