mSystems · 2021 · 21 citations · 53 references
Life SciencesDairy ScienceMicrobiologyDairy MicrobiologyMicrobial MetabolismMicrobiome ResearchDairy Cow NutritionMicrobial Community ProfilingMicrobiome BiomarkersMicrobiome Data AnalysisMicrobiome DynamicsMicrobiome FunctionCarnitine SupplementationDairy Cow HealthFecal BiomarkersFecal Microbiome AnalysisLivestock MicrobiomesMicrobiome Composition ProfilingMilk Microbial Community DynamicsMilk Microbiota Composition
The health of dairy cows has to be carefully considered for sustainable and efficient animal production. The microbiome of animals plays an important role in the host's nutrient supply and regulation of immune functions. We show that a certain composition of the fecal microbiome, called microbiome clusters, can be linked to an animal's health at challenging life events such as calving and inflammation. Cows with a specific set of bacteria have coped better under these stressors than have others. This novel information has great potential for implementing microbiome clusters as a trait for sustainable breeding strategies.
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Fitting Linear Mixed-Effects Models Using <b>lme4</b>
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Scikit-learn: Machine Learning in Python
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DADA2: High-resolution sample inference from Illumina amplicon data
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