Evidence map›Paper›PMID 40728316›Full record

ArticleThe ISME journal2025

Adaptive pangenomic remodeling in the Azolla cyanobiont amid a transient microbiome.

David W Armitage, Alexandro G Alonso-Sánchez, Samantha R Coy, Zhuli Cheng, Arno Hagenbeek, Karla P López-Martínez, Yong Heng Phua, Alden R Sears

Abstract read
In one paragraph

Article in The ISME journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

8 authors.

David W ArmitageOkinawa Institute of Science and Technology Graduate University, 1919-1 Tancha, Onna, Okinawa 904-0495, Japan.ORCID 0000-0002-5677-0501
Alexandro G Alonso-SánchezOkinawa Institute of Science and Technology Graduate University, 1919-1 Tancha, Onna, Okinawa 904-0495, Japan.ORCID 0000-0002-7010-2032
Samantha R CoyDepartment of BioSciences, Rice University, MS-140, PO Box 1892, Houston, TX 77251-1892, United States.ORCID 0000-0001-8824-1586
Zhuli ChengOkinawa Institute of Science and Technology Graduate University, 1919-1 Tancha, Onna, Okinawa 904-0495, Japan.ORCID 0000-0002-5210-806X
Arno HagenbeekOkinawa Institute of Science and Technology Graduate University, 1919-1 Tancha, Onna, Okinawa 904-0495, Japan.ORCID 0000-0003-4275-4006
Karla P López-MartínezOkinawa Institute of Science and Technology Graduate University, 1919-1 Tancha, Onna, Okinawa 904-0495, Japan.ORCID 0009-0008-2484-3615
Yong Heng PhuaOkinawa Institute of Science and Technology Graduate University, 1919-1 Tancha, Onna, Okinawa 904-0495, Japan.ORCID 0000-0003-2785-6215
Alden R SearsOkinawa Institute of Science and Technology Graduate University, 1919-1 Tancha, Onna, Okinawa 904-0495, Japan.ORCID 0000-0002-7218-8263

Funding

Rice University Department of BioSciencesUSDA NIFA Postdoctoral Fellowship 2018-07819US Department of Energy Joint Genome Institute Community Science Program CSP-503794
6 · The paper itself

Abstract

Plants fix nitrogen in concert with diverse microbial symbionts, often recruiting them from the surrounding environment each generation. Vertical transmission of a microbial symbiont from parent to offspring can produce extreme evolutionary consequences, including metabolic codependence, genome reduction, and synchronized life cycles. One of the few examples of vertical transmission of N-fixing symbionts occurs in Azolla ferns, which maintain an obligate mutualism with the cyanobacterium Trichormus azollae-but the genomic consequences of this interaction, and whether the symbiosis involves other vertically transmitted microbial partners, are currently unknown. We generated high-coverage metagenomes across the genus Azolla and reconstructed metagenome assembled genomes to investigate whether a core microbiome exists within Azolla leaf cavities, and how the genomes of T. azollae diverged from their free-living relatives. Our results suggest that T. azollae is the only consistent symbiont across all Azolla accessions, and that other bacterial groups are transient or facultative associates. Pangenomic analyses of T. azollae indicate extreme pseudogenization and gene loss compared to free-living relatives-especially in defensive, stress-tolerance, and secondary metabolite pathways-yet, the key functions of nitrogen fixation and photosynthesis remain intact. Additionally, differential codon bias and intensified positive selection on photosynthesis, intracellular transport, and carbohydrate metabolism genes suggest ongoing evolution in response to the unique conditions within Azolla leaf cavities. These findings highlight how genome erosion and shifting selection pressures jointly drive the evolution of this unique mutualism, while broadening the taxonomic scope of genomic studies on vertically transmitted symbioses.

Indexed as

CyanobacteriaFernsGenome, BacterialMicrobiotaSymbiosisMetagenomeNitrogen FixationPhylogenyPlant LeavesAnabaena azollaeAzollacyanobacterianitrogen fixationNostoc azollaepangenomeTrichormus azollaevertical transmission

Identifiers

PMID40728316
PMCPMC12376041

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.