ArticlemSystems2022
Long-Read-Resolved, Ecosystem-Wide Exploration of Nucleotide and Structural Microdiversity of Lake Bacterioplankton Genomes.
Article in mSystems, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Article
- Widely-distributed freshwater microorganisms with streamlined genomes co-occur in cohorts with high abundance.Scientific reports · 2025Article
- Ecophysiology and global dispersal of the freshwater SAR11-IIIb genus Fontibacterium.Nature microbiology · 2025Article
- The hidden genetic reservoir: structural variants as drivers of marine microbial and viral microdiversity.Environmental microbiome · 2025Article
- Microbial metagenomes from Lake Soyang, the largest freshwater reservoir in South Korea.Scientific data · 2025Article
- Genome-resolved year-round dynamics reveal a broad range of giant virus microdiversity.mSystems · 2025Article
- Uneven sequencing (coverage) depth can bias microbial intraspecies diversity estimates and how to account for it.ISME communications · 2025Article
- Contrasting defense strategies of oligotrophs and copiotrophs revealed by single-cell-resolved virus-host pairing of freshwater bacteria.ISME communications · 2025Article
- Two decades of bacterial ecology and evolution in a freshwater lake.Nature microbiology · 2025Article
- Genome-resolved metagenomics of Venice Lagoon surface sediment bacteria reveals high biosynthetic potential and metabolic plasticity as successful strategies in an impacted environment.Marine life science & technology · 2024Article
- Spatiotemporal dynamics of giant viruses within a deep freshwater lake reveal a distinct dark-water community.The ISME journal · 2024Article
- Flexible genomic island conservation across freshwater and marine Methylophilaceae.The ISME journal · 2024Article
- Large-scale single-virus genomics uncovers hidden diversity of river water viruses and diversified gene profiles.The ISME journal · 2024Article
- Ubiquitous genome streamlinedISME communications · 2024Article
- A genome catalogue of lake bacterial diversity and its drivers at continental scale.Nature microbiology · 2023Article
- De Novo Structural Variations of Escherichia coli Detected by Nanopore Long-Read Sequencing.Genome biology and evolution · 2023Article
- In the right place, at the right time: the integration of bacteria into the Plankton Ecology Group model.Microbiome · 2023Article
- Evolutionary ecology of microbial populations inhabiting deep sea sediments associated with cold seeps.Nature communications · 2023Article
- A Fast and Easy Method to Co-extract DNA and RNA from an Environmental Microbial Sample.Microbes and environments · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Reconstruction of metagenome-assembled genomes (MAGs) has become a fundamental approach in microbial ecology. However, a MAG is hardly complete and overlooks genomic microdiversity because metagenomic assembly fails to resolve microvariants among closely related genotypes. Aiming at understanding the universal factors that drive or constrain prokaryotic genome diversification, we performed an ecosystem-wide high-resolution metagenomic exploration of microdiversity by combining spatiotemporal (2 depths × 12 months) sampling from a pelagic freshwater system, high-quality MAG reconstruction using long- and short-read metagenomic sequences, and profiling of single nucleotide variants (SNVs) and structural variants (SVs) through mapping of short and long reads to the MAGs, respectively. We reconstructed 575 MAGs, including 29 circular assemblies, providing high-quality reference genomes of freshwater bacterioplankton. Read mapping against these MAGs identified 100 to 101,781 SNVs/Mb and 0 to 305 insertions, 0 to 467 deletions, 0 to 41 duplications, and 0 to 6 inversions for each MAG. Nonsynonymous SNVs were accumulated in genes potentially involved in cell surface structural modification to evade phage recognition. Most (80.2%) deletions overlapped with a gene coding region, and genes of prokaryotic defense systems were most frequently (>8% of the genes) overlapped with a deletion. Some such deletions exhibited a monthly shift in their allele frequency, suggesting a rapid turnover of genotypes in response to phage predation. MAGs with extremely low microdiversity were either rare or opportunistic bloomers, suggesting that population persistency is key to their genomic diversification. The results concluded that prokaryotic genomic diversification is driven primarily by viral load and constrained by a population bottleneck.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.