Evidence map›Paper›PMID 38976038›Full record

ArticleThe ISME journal2024

Large-scale single-virus genomics uncovers hidden diversity of river water viruses and diversified gene profiles.

Yohei Nishikawa, Ryota Wagatsuma, Yuko Tsukada, Lin Chia-Ling, Rieka Chijiiwa, Masahito Hosokawa, Haruko Takeyama

Erratum issuedAbstract read
In one paragraph

Article in The ISME journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Strain-level dissection of complex rhizoplane and soil bacterial communities using single-cell genomics and metagenomics.DNA research : an international journal for rapid publication of reports on genes and genomes · 2025
    Article
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Yohei NishikawaComputational Bio Big-Data Open Innovation Laboratory (CBBD-OIL), AIST-Waseda University, 3-4-1 Okubo, Tokyo 169-0082, Japan.
Ryota WagatsumaComputational Bio Big-Data Open Innovation Laboratory (CBBD-OIL), AIST-Waseda University, 3-4-1 Okubo, Tokyo 169-0082, Japan.
Yuko TsukadaGraduate School of Advanced Science and Engineering, Waseda University, 2-2 Wakamatsu-cho, Shinjuku-ku, Tokyo 162-8480, Japan.
Lin Chia-LingGraduate School of Advanced Science and Engineering, Waseda University, 2-2 Wakamatsu-cho, Shinjuku-ku, Tokyo 162-8480, Japan.
Rieka ChijiiwaResearch Organization for Nano & Life Innovation, Waseda University, 513 Waseda Tsurumaki-cho, Tokyo 162-0041, Japan.
Masahito HosokawaComputational Bio Big-Data Open Innovation Laboratory (CBBD-OIL), AIST-Waseda University, 3-4-1 Okubo, Tokyo 169-0082, Japan.
Haruko TakeyamaComputational Bio Big-Data Open Innovation Laboratory (CBBD-OIL), AIST-Waseda University, 3-4-1 Okubo, Tokyo 169-0082, Japan.

Funding

JST ACT-X JPMJAX20BEMEXT KAKENHI 17H06158
6 · The paper itself

Abstract

Environmental viruses (primarily bacteriophages) are widely recognized as playing an important role in ecosystem homeostasis through the infection of host cells. However, the majority of environmental viruses are still unknown as their mosaic structure and frequent mutations in their sequences hinder genome construction in current metagenomics. To enable the large-scale acquisition of environmental viral genomes, we developed a new single-viral genome sequencing platform with microfluidic-generated gel beads. Amplification of individual DNA viral genomes in mass-produced gel beads allows high-throughput genome sequencing compared to conventional single-virus genomics. The sequencing analysis of river water samples yielded 1431 diverse viral single-amplified genomes, whereas viral metagenomics recovered 100 viral metagenome-assembled genomes at the comparable sequence depth. The 99.5% of viral single-amplified genomes were determined novel at the species level, most of which could not be recovered by a metagenomic assembly. The large-scale acquisition of diverse viral genomes identified protein clusters commonly detected in different viral strains, allowing the gene transfer to be tracked. Moreover, comparative genomics within the same viral species revealed that the profiles of various methyltransferase subtypes were diverse, suggesting an enhanced escape from host bacterial internal defense mechanisms. Our use of gel bead-based single-virus genomics will contribute to exploring the nature of viruses by accelerating the accumulation of draft genomes of environmental DNA viruses.

Indexed as

Genome, ViralMetagenomicsRiversBacteriophagesGenetic VariationGenomicsHigh-Throughput Nucleotide SequencingMetagenomeSequence Analysis, DNAVirusesDNA virusesdroplet microfluidicsenvironmental virusessingle-virus genomicswhole genome amplification

Identifiers

PMID38976038
PMCPMC11283719

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Registered trials

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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.