Add metagenomics paper
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content/academia/metagenomics/index.md
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content/academia/metagenomics/index.md
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---
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title: "Metagenomic analysis of rumen populations in week-old calves as altered by maternal late gestational nutrition and mode of delivery"
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date: 2019-06-12
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cardImage: cannulated-cows
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draft: false
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featured: true
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keywords:
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- gestation
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- metagenomics
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- microbiome
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- rumen
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type: "Poster"
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authors:
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- T. A. Christensen II
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- K. J. Austin
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- K. M. Cammack
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- H. C. Cunningham-Hollinger
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link: 'https://dx.doi.org/...'
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journal: "Westion Section American Society of Animal Science Annual Meeting"
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location: "Boise, Idaho"
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awards:
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- '1st Place Undergraduate Poster Competition'
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---
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Early colonization of the rumen microbiome is critical to host health and long
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term performance. Factors that influence early colonization include maternal
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factors such as gestational nutrition and mode of delivery. Therefore, we
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hypothesized that late gestational nutrition and mode of delivery would
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influence the calf rumen microbiome. Our objectives were to determine if
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nutrient restriction during late gestation alters the calf rumen microbiome and
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determine if ruminal microbiome composition differs in calves born vaginally
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versus caesarean. Late gestating Angus cows were randomly allocated to one of
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three treatment groups: control (**CON**; n = 6), caesarean section (**CS**; n =
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4), and nutrient restricted (**NR**; n = 5), where CON were fed DDGS and hay to
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meet NRC requirements and calved naturally; CS were fed similarly to CON and
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calves were born via caesarean section; and NR were fed at a level to reduce BCS
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by 1.5-2.0 points over the last trimester compared to CON and calved naturally.
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Rumen fluid was collected via oral lavage prior to partition from cows and at d
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7 from calves. Microbial DNA was isolated from the rumen fluid and metagenomic
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shotgun sequencing was performed using the Illumina HiSeq 2500 platform.
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Sequence data were analyzed using Metaxa2 for taxonomic assignment followed by
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QIIME1 and QIIME2 to determine differential abundance and alpha- and
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beta-diversity differences. There were no significant differences in
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alpha-diversity as measured by shannon index across treatment groups for cows
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(_P_ = 0.239), but there were significant differences for calves (_P_ = 0.015).
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Similarly, there were no significant differences in beta-diversity as measured
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by the bray-curtis dissimilarity matrix for cows (_P_ = 0.059), but there were
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significant differences for calves (_P_ = 0.007). Alpha-diversity differed (_P_
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< 0.001) between cows and calves, with cows having increased species richness
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compared to calves. Beta-diversity also differed (_P_ = 0.001) between cows and
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calves. At total of 410 taxa were differentially abundant (_P_ < 0.01) between
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cows and calves. These results suggest that the mature rumen microbiome of cows
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is able to withstand changes in feed intake, however the calf microbiome is
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susceptible to alteration by maternal factors. These data also suggest that
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there may be opportunities to develop management strategies during late
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gestation that influence calf health and performance long-term.
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