Objective: Amplicon sequencing targeting 16S ribosomal RNA (rRNA) has been widely used for the profile analysis of the microbial community from fermented food samples. Previous results of 16S rRNA analysis metagenome showed that Firmicutes was the dominant phylum in tempeh. However, polymerase chain reaction (PCR) steps on amplicon sequencing analysis and intragenomic heterogeneity within 16S rRNA are believed to contribute to bias in the estimation of microbial community composition. An alternative approach known as shotgun metagenomic might be able to avoid this limitation. In this study, we employed total metagenomic DNA fragments that were sequenced directly for taxonomic dan functional profiling analysis.
Results: Taxonomic profiling showed that Proteobacteria, Firmicutes, and Bacteroidetes were the dominant phyla from the direct shotgun metagenomic analysis in all tempeh samples. In terms of composition, this shotgun metagenomic study revealed that Proteobacteria was the most abundant phylum. Functional profiling showed that iron complex outer-membrane recepter protein (KEGG ID: K02014) was the most transcribed genes based in this metagenomic analysis. The binning pipeline could reveal almost complete whole genome sequence of Lactobacillus fermentum, Enterococcus cecorum, Escherichia coli, Klebsiella pneumoniae, and Acinetobacter baumannii.

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On 27 Nov, 2020
On 25 Nov, 2020
On 12 Nov, 2020
Received 11 Nov, 2020
Invitations sent on 11 Nov, 2020
On 11 Nov, 2020
On 04 Nov, 2020
On 04 Nov, 2020
On 04 Nov, 2020
Posted 16 Jul, 2020
On 13 Oct, 2020
Received 06 Aug, 2020
On 30 Jul, 2020
Received 30 Jul, 2020
On 27 Jul, 2020
On 25 Jul, 2020
Invitations sent on 25 Jul, 2020
On 15 Jul, 2020
On 15 Jul, 2020
On 13 Jul, 2020
On 27 Nov, 2020
On 25 Nov, 2020
On 12 Nov, 2020
Received 11 Nov, 2020
Invitations sent on 11 Nov, 2020
On 11 Nov, 2020
On 04 Nov, 2020
On 04 Nov, 2020
On 04 Nov, 2020
Posted 16 Jul, 2020
On 13 Oct, 2020
Received 06 Aug, 2020
On 30 Jul, 2020
Received 30 Jul, 2020
On 27 Jul, 2020
On 25 Jul, 2020
Invitations sent on 25 Jul, 2020
On 15 Jul, 2020
On 15 Jul, 2020
On 13 Jul, 2020
Objective: Amplicon sequencing targeting 16S ribosomal RNA (rRNA) has been widely used for the profile analysis of the microbial community from fermented food samples. Previous results of 16S rRNA analysis metagenome showed that Firmicutes was the dominant phylum in tempeh. However, polymerase chain reaction (PCR) steps on amplicon sequencing analysis and intragenomic heterogeneity within 16S rRNA are believed to contribute to bias in the estimation of microbial community composition. An alternative approach known as shotgun metagenomic might be able to avoid this limitation. In this study, we employed total metagenomic DNA fragments that were sequenced directly for taxonomic dan functional profiling analysis.
Results: Taxonomic profiling showed that Proteobacteria, Firmicutes, and Bacteroidetes were the dominant phyla from the direct shotgun metagenomic analysis in all tempeh samples. In terms of composition, this shotgun metagenomic study revealed that Proteobacteria was the most abundant phylum. Functional profiling showed that iron complex outer-membrane recepter protein (KEGG ID: K02014) was the most transcribed genes based in this metagenomic analysis. The binning pipeline could reveal almost complete whole genome sequence of Lactobacillus fermentum, Enterococcus cecorum, Escherichia coli, Klebsiella pneumoniae, and Acinetobacter baumannii.

Figure 1

Figure 2
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