Evidence map›Paper›PMID 41285752›Full record

ArticleNature communications2025

Single-cell genomics reveals complex microbial and viral associations in ciliates and testate amoebae.

Frederik Schulz, Ying Yan, Agnes K M Weiner, Ragib Ahsan, Laura A Katz, Tanja Woyke

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Microbial ecology of shallow groundwater ecosystems.Nature reviews. Microbiology · 2026
    Review
  2. Why did some viruses evolve to be giants while others did not?Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Review
  5. Article
  6. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Frederik SchulzDOE Joint Genome Institute, Berkeley, California, USA. fschulz@lbl.gov.ORCID http://orcid.org/0000-0002-4932-4677
Ying YanDepartment of Biological Sciences, Smith College, Northampton, Massachusetts, USA.
Agnes K M WeinerDepartment of Biological Sciences, Smith College, Northampton, Massachusetts, USA.ORCID http://orcid.org/0000-0002-9917-5235
Ragib AhsanDepartment of Biological Sciences, Smith College, Northampton, Massachusetts, USA.
Laura A KatzDepartment of Biological Sciences, Smith College, Northampton, Massachusetts, USA.ORCID http://orcid.org/0000-0002-9138-4702
Tanja WoykeDOE Joint Genome Institute, Berkeley, California, USA. twoyke@lbl.gov.ORCID http://orcid.org/0000-0002-9485-5637

Funding

Assessing evolutionary patterns in uncultivable ciliates and their microbiomes by combining single-cell transcriptomics and single-cell genomicsR15HG010409 · NHGRI · SMITH COLLEGE · PI KATZ, LAURA ALINE · 2019 to 2019
$400k
NHGRI NIH HHS R15 HG010409
6 · The paper itself

Abstract

Protists play important roles in nutrient cycling across ecosystems, yet the composition and function of their associated microbiomes remain poorly studied. Here, we use cultivation-independent single-cell isolation and genome-resolved metagenomics to investigate the microbiomes and viromes of more than 100 uncultivated ciliates and amoebae from diverse environments. Our findings reveal unique microbiome structures and complex associations with bacterial symbionts and viruses, with stark differences between ciliates and amoebae. We recover 117 microbial genomes affiliated with known eukaryotic endosymbionts, including Holosporales, Rickettsiales, Legionellales, Chlamydiae, and Babelota, and 258 genomes linked to host-associated Patescibacteriota. Many show genome reduction and genes related to toxin-antitoxin systems and nucleotide parasitism, indicating adaptation to intracellular lifestyles. We also identify more than 80 giant viruses from diverse lineages, some actively expressing genes in single-cell transcriptomes, along with other viruses predicted to infect eukaryotes or symbiotic bacteria. The frequent co-occurrence of giant viruses and microbial symbionts, especially in amoebae, suggests multipartite interactions. Together, our study highlights protists as hubs of microbial and viral associations and provides a broad view of the diversity, activity, and ecological importance of their hidden partners.

Indexed as

AmoebaCiliophoraMicrobiotaBacteriaGenomicsGiant VirusesMetagenomicsPhylogenySingle-Cell AnalysisSymbiosisViruses

Identifiers

PMID41285752
PMCPMC12644861

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.