Cargando…

In-line near-infrared analysis of milk coupled with machine learning methods for the daily prediction of blood metabolic profile in dairy cattle

Precision livestock farming technologies are used to monitor animal health and welfare parameters continuously and in real time in order to optimize nutrition and productivity and to detect health issues at an early stage. The possibility of predicting blood metabolites from milk samples obtained du...

Descripción completa

Detalles Bibliográficos
Autores principales:	Giannuzzi, Diana, Mota, Lucio Flavio Macedo, Pegolo, Sara, Gallo, Luigi, Schiavon, Stefano, Tagliapietra, Franco, Katz, Gil, Fainboym, David, Minuti, Andrea, Trevisi, Erminio, Cecchinato, Alessio
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110744/ https://www.ncbi.nlm.nih.gov/pubmed/35577915 http://dx.doi.org/10.1038/s41598-022-11799-0

Ejemplares similares

Integrating on-farm and genomic information improves the predictive ability of milk infrared prediction of blood indicators of metabolic disorders in dairy cows
por: Mota, Lucio F. M., et al.
Publicado: (2023)

Associations between Milk Fatty Acid Profile and Body Condition Score, Ultrasound Hepatic Measurements and Blood Metabolites in Holstein Cows
por: Giannuzzi, Diana, et al.
Publicado: (2022)

Integrating genomic and infrared spectral data improves the prediction of milk protein composition in dairy cattle
por: Baba, Toshimi, et al.
Publicado: (2021)

Genomic Analysis of Milk Protein Fractions in Brown Swiss Cattle
por: Macedo Mota, Lucio Flavio, et al.
Publicado: (2020)

Associations between ultrasound measurements and hematochemical parameters for the assessment of liver metabolic status in Holstein–Friesian cows
por: Giannuzzi, Diana, et al.
Publicado: (2021)

Transcriptome-wide mapping of milk somatic cells upon subclinical mastitis infection in dairy cattle
por: Bisutti, Vittoria, et al.
Publicado: (2023)

Integration of Wet-Lab Measures, Milk Infrared Spectra, and Genomics to Improve Difficult-to-Measure Traits in Dairy Cattle Populations
por: Cecchinato, Alessio, et al.
Publicado: (2020)

Assessment of the main plasma parameters included in a metabolic profile of dairy cow based on Fourier Transform mid-infrared spectroscopy: preliminary results
por: Calamari, Luigi, et al.
Publicado: (2016)

Comparison of Single-Breed and Multi-Breed Training Populations for Infrared Predictions of Novel Phenotypes in Holstein Cows
por: Mota, Lucio Flavio Macedo, et al.
Publicado: (2021)

Gene network expression of whole blood leukocytes in dairy cows with different milk yield at dry-off
por: Cattaneo, Luca, et al.
Publicado: (2021)

Subclinical Mastitis from Streptococcus agalactiae and Prototheca spp. Induces Changes in Milk Peptidome in Holstein Cattle
por: Vanzin, Alice, et al.
Publicado: (2023)

Integration of GWAS, pathway and network analyses reveals novel mechanistic insights into the synthesis of milk proteins in dairy cows
por: Pegolo, Sara, et al.
Publicado: (2018)

Role of nutraceuticals during the transition period of dairy cows: a review
por: Lopreiato, Vincenzo, et al.
Publicado: (2020)

Effects of an Intravenous Infusion of Emulsified Fish Oil Rich in Long-Chained Omega-3 Fatty Acids on Plasma Total Fatty Acids Profile, Metabolic Conditions, and Performances of Postpartum Dairy Cows During the Early Lactation
por: Mezzetti, Matteo, et al.
Publicado: (2022)

Effects of Aloe arborescens Whole Plant Homogenate on Lipid Metabolism, Inflammatory Conditions and Liver Function of Dairy Cows during the Transition Period
por: Mezzetti, Matteo, et al.
Publicado: (2020)

Structural equation modeling for investigating multi-trait genetic architecture of udder health in dairy cattle
por: Pegolo, Sara, et al.
Publicado: (2020)

Phenotypic Analysis of Fourier-Transform Infrared Milk Spectra in Dairy Goats
por: Villar-Hernández, Bartolo de Jesús, et al.
Publicado: (2023)

Whole cottonseed inclusion in starter feeds improves performance, inflammometabolic profile, and rumination behavior in Holstein dairy calves
por: Amato, Annalisa, et al.
Publicado: (2023)

Changes of Plasma Analytes Reflecting Metabolic Adaptation to the Different Stages of the Lactation Cycle in Healthy Multiparous Holstein Dairy Cows Raised in High-Welfare Conditions
por: Premi, Michele, et al.
Publicado: (2021)

Effects of Summer Transhumance of Dairy Cows to Alpine Pastures on Body Condition, Milk Yield and Composition, and Cheese Making Efficiency
por: Saha, Sudeb, et al.
Publicado: (2019)

Dairy cattle and milk production.
por: Eckles, Clarence Henry, 1875-1933
Publicado: (1956)

Effects of Supplementation of a Mycotoxin Mitigation Feed Additive in Lactating Dairy Cows Fed Fusarium Mycotoxin-Contaminated Diet for an Extended Period
por: Catellani, Alessandro, et al.
Publicado: (2023)

Effect of Pegbovigrastim on Hematological Profile of Simmental Dairy Cows during the Transition Period
por: Trimboli, Francesca, et al.
Publicado: (2019)

The Role of Innate Immune Response and Microbiome in Resilience of Dairy Cattle to Disease: The Mastitis Model
por: Bronzo, Valerio, et al.
Publicado: (2020)

Phenotypic and genetic variation of ultraviolet–visible-infrared spectral wavelengths of bovine meat
por: Bittante, Giovanni, et al.
Publicado: (2021)

Genetic Parameters of Different FTIR-Enabled Phenotyping Tools Derived from Milk Fatty Acid Profile for Reducing Enteric Methane Emissions in Dairy Cattle
por: Bittante, Giovanni, et al.
Publicado: (2020)

Acute mammary and liver transcriptome responses after an intramammary Escherichia coli lipopolysaccharide challenge in postpartal dairy cows
por: Minuti, Andrea, et al.
Publicado: (2015)

Genetic Regulation of Biomarkers as Stress Proxies in Dairy Cows
por: Milanesi, Marco, et al.
Publicado: (2021)

Milk Composition for Admixed Dairy Cattle in Tanzania
por: Cheruiyot, Evans K., et al.
Publicado: (2018)

SNP co-association and network analyses identify E2F3, KDM5A and BACH2 as key regulators of the bovine milk fatty acid profile
por: Pegolo, Sara, et al.
Publicado: (2017)

Administration of an Immune Stimulant during the Transition Period Improved Lipid Metabolism and Rumination without Affecting Inflammatory Status
por: Mezzetti, Matteo, et al.
Publicado: (2019)

2,4-Thiazolidinedione in Well-Fed Lactating Dairy Goats: I. Effect on Adiposity and Milk Fat Synthesis
por: Jaaf, Shana, et al.
Publicado: (2019)

An Exploration of the Effects of an Early Postpartum Intravenous Infusion with Carnosic Acid on Physiological Responses of Transition Dairy Cows
por: Michelotti, Tainara Cristina, et al.
Publicado: (2021)

Genome-wide association study on Fourier transform infrared milk spectra for two Danish dairy cattle breeds
por: Zaalberg, R. M., et al.
Publicado: (2020)

Deciphering the genetic basis of male fertility in Italian Brown Swiss dairy cattle
por: Pacheco, Hendyel A., et al.
Publicado: (2022)

Sequence-based genome-wide association study of individual milk mid-infrared wavenumbers in mixed-breed dairy cattle
por: Tiplady, Kathryn M., et al.
Publicado: (2021)

Impact of dry-off and lyophilized Aloe arborescens supplementation on plasma metabolome of dairy cows
por: Cattaneo, L., et al.
Publicado: (2023)

Effects of Weaning Age on Plasma Biomarkers and Growth Performance in Simmental Calves
por: Ferronato, Giulia, et al.
Publicado: (2022)

Effectiveness of genomic prediction on milk flow traits in dairy cattle
por: Gray, Kent A, et al.
Publicado: (2012)

Differential expression of genes in milk of dairy cattle during lactation
por: Yang, Jie, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_qrvitsb7nvc5b2hokjtr3hgga8