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Datos de investigación

Bacterial communities in vetch-oat silages with the addition of microbial inoculants

Autores: Blajman, JesicaIcon ; Lingua, Mariana SoledadIcon ; Irazoqui, José MatíasIcon ; Santiago, GonzaloIcon ; Eberhardt, Maria FlorenciaIcon ; Amadio, Ariel FernandoIcon ; Gaggiotti, Mónica del Carmen
Publicador: Consejo Nacional de Investigaciones Científicas y Técnicas
Fecha de depósito: 12/12/2024
Fecha de creación: 06/02/2023-28/02/2023
Clasificación temática:
Otras Producción Animal y Lechería

Resumen

Metagenomic approaches by means of direct DNA extraction and subsequent analyses provide the opportunity to better understand the processes underlying silage formation and estimate the effects of applied starter cultures on microbial population shifts. Consequently, our objective was to acquire comprehensive insights into the bacterial communities within vetch-oat silages by utilising 16S gene data. Vetch-oat forage was ensiled in the experimental field of EEA INTA Rafaela without microbial inoculant as control; with a native spray-dried inoculant containing Lactiplantibacillus plantarum Hv75, Pediococcus acidilactici 3903, and Lentilactobacillus buchneri B463; or with a commercial freeze-dried inoculant. Bucket silos were compacted, sealed and stored at 25 °C. DNA isolation from silage samples was made in duplicates for the raw forage (day 0), after 30 and 60 days of fermentation, and for vetch-oat samples subjected to an aerobic stability evaluation. Total DNA was extracted using a ZymoBIOMICS™ DNA Miniprep kit and the PCR was conducted using the 16S barcoding kit 1-24. Sequencing was carried out with the MinION Mk1C instrument. Last, R software v 4.2.2 was employed to assess composition and bacterial diversity through the treatments. Statistical significance was established at P ≤ 0.05. Pseudomonas was the predominant genus in fresh samples (P < 0.001). At day 30, 60 and after exposure to aerobic conditions, the abundance of Lactobacillus in untreated silage was lower than that in inoculated samples (P < 0.001). Moreover, the uninoculated silage was characterised by the emergence of Staphylococcus (P < 0.001). Besides, inoculation significantly reduced bacterial alpha diversity (P < 0.05).

Métodos

Bioinformatics analysis All reads were subjected to basecalling using Guppy (v 6.1.5) with the super accurate model. The resulting reads were filtered, wherein reads with an average quality score over 12 and length between 1400 and 1700 bp were retained. Reads were subsequently clustered together using isONClust (Sahlin and Medvedev, 2020), with a minimum mapped fraction of read set at 0.9 and a minimum fraction of shared minimizers at 0.9. Also, singletons were discarded to prevent the presence of spurious operational taxonomic units (OTUs). A consensus sequence for each cluster was generated using the single-project optimization approach (SPOA v 4.0.9; Vaser et al., 2017) and refined with Medaka (v 1.6.1) utilizing the super accurate model. Taxonomic classification of the resulting OTUs was achieved through the utilization of Kraken2 (v 2.0.8; Wood et al., 2019) against the SILVA database (release 138.1; Quast et al., 2012).
Palabras clave: SILAGE, LACTIC ACID BACTERIA, 16S rRNA GENE, METAGENOMICS
Alcance geográfico
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Alcance geográfico

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Identificador del recurso
URI: http://hdl.handle.net/11336/250324
Colecciones
Datos de Investigación (ICYTESAS)
Datos de Investigación de INSTITUTO DE INVESTIGACION DE LA CADENA LACTEA
Citación
Blajman, Jesica; Lingua, Mariana Soledad; Irazoqui, José Matías; Santiago, Gonzalo; Eberhardt, Maria Florencia; Amadio, Ariel Fernando; Gaggiotti, Mónica del Carmen; (2024): Bacterial communities in vetch-oat silages with the addition of microbial inoculants. Consejo Nacional de Investigaciones Científicas y Técnicas. (dataset). http://hdl.handle.net/11336/250324
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info:eu-repo/semantics/openAccess
Excepto donde se diga explícitamente, este item se publica bajo la siguiente descripción: Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Unported (CC BY-NC-SA 2.5)
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Publicaciones relacionadas

  • Artículo Fermentation profile and dynamics of bacterial communities in vetch-oat ensiled with a novel spray-dried inoculant
    Blajman, Jesica ; Lingua, Mariana Soledad ; Irazoqui, José Matías ; Santiago, Gonzalo ; Eberhardt, Maria Florencia ; Amadío, Ariel Alberto; Peralta, Guillermo Hugo ; Gaggiotti, Mónica del Carmen (Cambridge University Press, 2024-01)

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