ArticleBMC microbiology2019
Long-read based de novo assembly of low-complexity metagenome samples results in finished genomes and reveals insights into strain diversity and an active phage system.
Article in BMC microbiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.
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Who cites it
73 citing papers in PubMed.
- Understanding Basic Concepts of Viral Quasispecies: From Evolutionary Dynamics to Clinical Relevance.Pathogens (Basel, Switzerland) · 2026Review
- The potential of methylation signal detection in eDNA toward functional ecological monitoring.Communications biology · 2026Review
- Gut check: Exploring tools, techniques, and future directions in microbiome research.Poultry science · 2026Article
- Genomic Plasticity and Functional Reweighting Facilitate Microbial Adaptation During the Ripening of Artisanal Goat Cheese.International journal of molecular sciences · 2026Article
- Advances in Shotgun Metagenomics for Cheese Microbiology: From Microbial Dynamics to Functional Insights.Foods (Basel, Switzerland) · 2026Review
- Opportunities and Challenges of Multiomics for Discovery and Monitoring of Human Pathogens.Environment & health (Washington, D.C.) · 2025Review
- Whole-Genome Shotgun Sequencing from Chicken Clinical Tracheal Samples for Bacterial and Novel Bacteriophage Identification.Veterinary sciences · 2025Article
- Genomic and phenotypic imprints of microbial domestication on cheese starter cultures.Nature communications · 2024Article
- Benchmarking short-, long- and hybrid-read assemblers for metagenome sequencing of complex microbial communities.Microbiology (Reading, England) · 2024Article
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- Genomic surveillance for antimicrobial resistance - a One Health perspective.Nature reviews. Genetics · 2024Review
- Community-scale models of microbiomes: Articulating metabolic modelling and metagenome sequencing.Microbial biotechnology · 2024Review
- Strain-level characterization of foodborne pathogens without culture enrichment for outbreak investigation using shotgun metagenomics facilitated with nanopore adaptive sampling.Frontiers in microbiology · 2024Article
- Hybrid-hybrid correction of errors in long reads with HERO.Genome biology · 2023Article
- Genomic Analysis and Taxonomic Characterization of Seven Bacteriophage Genomes Metagenomic-Assembled from the Dishui Lake.Viruses · 2023Article
- Microbiome Interconnectedness throughout Environments with Major Consequences for Healthy People and a Healthy Planet.Microbiology and molecular biology reviews : MMBR · 2023Review
- Long-read assembled metagenomic approaches improve our understanding on metabolic potentials of microbial community in mangrove sediments.Microbiome · 2023Article
- Best Practices in Microbial Experimental Evolution: Using Reporters and Long-Read Sequencing to Identify Copy Number Variation in Experimental Evolution.Journal of molecular evolution · 2023Review
- Longitudinal Study ofApplied and environmental microbiology · 2023Article
13 more citing papers are in PubMed but not listed here.
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8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundComplete and contiguous genome assemblies greatly improve the quality of subsequent systems-wide functional profiling studies and the ability to gain novel biological insights. While a de novo genome assembly of an isolated bacterial strain is in most cases straightforward, more informative data about co-existing bacteria as well as synergistic and antagonistic effects can be obtained from a direct analysis of microbial communities. However, the complexity of metagenomic samples represents a major challenge. While third generation sequencing technologies have been suggested to enable finished metagenome-assembled genomes, to our knowledge, the complete genome assembly of all dominant strains in a microbiome sample has not been demonstrated. Natural whey starter cultures (NWCs) are used in cheese production and represent low-complexity microbiomes. Previous studies of Swiss Gruyère and selected Italian hard cheeses, mostly based on amplicon metagenomics, concurred that three species generally pre-dominate: Streptococcus thermophilus, Lactobacillus helveticus and Lactobacillus delbrueckii.
resultsTwo NWCs from Swiss Gruyère producers were subjected to whole metagenome shotgun sequencing using the Pacific Biosciences Sequel and Illumina MiSeq platforms. In addition, longer Oxford Nanopore Technologies MinION reads had to be generated for one to resolve repeat regions. Thereby, we achieved the complete assembly of all dominant bacterial genomes from these low-complexity NWCs, which was corroborated by a 16S rRNA amplicon survey. Moreover, two distinct L. helveticus strains were successfully co-assembled from the same sample. Besides bacterial chromosomes, we could also assemble several bacterial plasmids and phages and a corresponding prophage. Biologically relevant insights were uncovered by linking the plasmids and phages to their respective host genomes using DNA methylation motifs on the plasmids and by matching prokaryotic CRISPR spacers with the corresponding protospacers on the phages. These results could only be achieved by employing long-read sequencing data able to span intragenomic as well as intergenomic repeats.
conclusionsHere, we demonstrate the feasibility of complete de novo genome assembly of all dominant strains from low-complexity NWCs based on whole metagenomics shotgun sequencing data. This allowed to gain novel biological insights and is a fundamental basis for subsequent systems-wide omics analyses, functional profiling and phenotype to genotype analysis of specific microbial communities.
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