Evidence map›Paper›PMID 41044404›Full record

ArticleScientific reports2025

Widely-distributed freshwater microorganisms with streamlined genomes co-occur in cohorts with high abundance.

Alejandro Rodríguez-Gijón, Armando Pacheco-Valenciana, Felix Milke, Jennah E Dharamshi, Justyna J Hampel, Julian Damashek, Gerrit Wienhausen, Luis Miguel Rodriguez-R, Sarahi L Garcia

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Alejandro Rodríguez-GijónDepartment of Ecology, Environment and Plant Sciences, Science for Life Laboratory, Stockholm University, 106 91, Stockholm, Sweden. alejandro.rgijon@gmail.com.
Armando Pacheco-ValencianaDepartment of Ecology, Environment and Plant Sciences, Science for Life Laboratory, Stockholm University, 106 91, Stockholm, Sweden.
Felix MilkeInstitute for Chemistry and Biology of the Marine Environment (ICBM), School of Mathematics and Science, Carl Von Ossietzky Universität Oldenburg, Oldenburg, Germany.
Jennah E DharamshiDepartment of Ecology, Environment and Plant Sciences, Science for Life Laboratory, Stockholm University, 106 91, Stockholm, Sweden.
Justyna J HampelDepartment of Ecology, Environment and Plant Sciences, Science for Life Laboratory, Stockholm University, 106 91, Stockholm, Sweden.
Julian DamashekDepartment of Biology, Hamilton College, Clinton, NY, USA.
Gerrit WienhausenInstitute for Chemistry and Biology of the Marine Environment (ICBM), School of Mathematics and Science, Carl Von Ossietzky Universität Oldenburg, Oldenburg, Germany.
Luis Miguel Rodriguez-RDepartment of Microbiology and Digital Science Center (DiSC), University of Innsbruck, Innsbruck, Austria. lmrodriguezr@gmail.com.
Sarahi L GarciaDepartment of Ecology, Environment and Plant Sciences, Science for Life Laboratory, Stockholm University, 106 91, Stockholm, Sweden. sarahi.garcia@uol.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Genome size is known to reflect the eco-evolutionary history of prokaryotic species, including their lifestyle, environmental preferences, and habitat breadth. However, it remains uncertain how strongly genome size is linked to prokaryotic prevalence, relative abundance and co-occurrence. To address this gap, we present a systematic and global-scale evaluation of the relationship between genome size, relative abundance and prevalence in freshwater ecosystems. Our study includes 80,561 medium-to-high quality genomes, from which we identified 9,028 species (ANI > 95%) present in a manually curated dataset of 636 freshwater metagenomes. Our results show that prokaryotes with reduced genomes exhibited higher prevalence and relative abundance, suggesting that genome streamlining may promote cosmopolitanism. Furthermore, network analyses revealed that the most prevalent prokaryotes have streamlined genomes that are found in co-occurrent cohorts potentially sustained by metabolic dependencies. Overall, species in these groups possess a diminished capacity for synthesizing different essential metabolites such as vitamins, amino acids and nucleotides, potentially fostering metabolic complementarities within the community. Moreover, we found the presence of the essential biosynthetic functions to be usage-dependent: nucleotide and amino acids biosynthesis are the most complete, whereas vitamin biosynthesis is most incomplete. Our results underscore genome streamlining as a central eco-evolutionary strategy that both shapes and is shaped by community dynamics, ultimately fostering interdependences among prokaryotes.

Indexed as

BacteriaFresh WaterGenome, BacterialEcosystemGenome SizeMetagenomeArchaeaBacteriaCohortsComparative genomicsFreshwaterGenome sizePrevalence

Identifiers

PMID41044404
PMCPMC12495000

What Socratic holds

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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 Socratic graph.