Evidence map›Paper›PMID 39266695›Full record

ArticleCommunications biology2024

Comparative genomic analysis of thermophilic fungi reveals convergent evolutionary adaptations and gene losses.

Andrei S Steindorff, Maria Victoria Aguilar-Pontes, Aaron J Robinson, Bill Andreopoulos, Kurt LaButti, Alan Kuo, Stephen Mondo, Robert Riley, Robert Otillar, Sajeet Haridas and 20 more

Abstract readComparative Study
In one paragraph

Article in Communications biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Article
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  5. Article
  6. Review
  7. Review
  8. Article
  9. Diversity ofJournal of fungi (Basel, Switzerland) · 2025
    Article
  10. Patterns and drivers of genome-wide codon usage bias in the fungal order Sordariales.DNA research : an international journal for rapid publication of reports on genes and genomes · 2025
    Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Towards engineering agaricomycete fungi for terpenoid production.Journal of industrial microbiology & biotechnology · 2024
    Review
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

30 authors.

Andrei S SteindorffUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0002-2052-2848
Maria Victoria Aguilar-PontesCentre for Structural and Functional Genomics, Concordia University, Montreal, QC, Canada.ORCID 0000-0002-3174-8834
Aaron J RobinsonLos Alamos National Laboratory, Los Alamos, NM, USA.ORCID 0000-0002-1406-5636
Bill AndreopoulosUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Kurt LaButtiUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0002-5838-1972
Alan KuoUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0003-3514-3530
Stephen MondoUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0001-5797-0647
Robert RileyUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0003-0224-0975
Robert OtillarUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Sajeet HaridasUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0002-0229-0975
Anna LipzenUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0003-2293-9329
Jane GrimwoodUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0002-8356-8325
Jeremy SchmutzUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0001-8062-9172
Alicia ClumUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Ian D ReidCentre for Structural and Functional Genomics, Concordia University, Montreal, QC, Canada.
Marie-Claude MoisanCentre for Structural and Functional Genomics, Concordia University, Montreal, QC, Canada.
Gregory ButlerCentre for Structural and Functional Genomics, Concordia University, Montreal, QC, Canada.
Thi Truc Minh NguyenCentre for Structural and Functional Genomics, Concordia University, Montreal, QC, Canada.
Ken DewarDepartment of Human Genetics, McGill University, Montreal, QC, Canada.
Gavin ConantBioinformatics Research Center, North Carolina State University, Raleigh, NC, USA.ORCID 0000-0002-8677-4933
Elodie DrulaArchitecture et Fonction des Macromolécules Biologiques (AFMB), CNRS, Aix Marseille Université, Marseille, France.
Bernard HenrissatDTU Bioengineering, Technical University of Denmark, 2800 Kgs, Lyngby, Denmark.ORCID 0000-0002-3434-8588
Colleen HanselWoods Hole Oceanographic Institution, Falmouth, MA, USA.ORCID 0000-0002-3506-7710
Steven SingerJoint BioEnergy Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Miriam I HutchinsonDepartment of Biology, The University of New Mexico, Albuquerque, NM, USA.
Ronald P de VriesFungal Physiology, Westerdijk Fungal Biodiversity Institute & Fungal Molecular Physiology, Utrecht University, Utrecht, the Netherlands.ORCID 0000-0002-4363-1123
Donald O NatvigDepartment of Biology, The University of New Mexico, Albuquerque, NM, USA.
Amy J PowellSystems Design and Architecture, Sandia National Laboratories, Albuquerque, NM, 87123, USA.
Adrian TsangCentre for Structural and Functional Genomics, Concordia University, Montreal, QC, Canada.
Igor V GrigorievUS Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. ivgrigoriev@lbl.gov.ORCID 0000-0002-3136-8903

Funding

U.S. Department of Energy (DOE) DE-AC02-05CH11231
6 · The paper itself

Abstract

Thermophily is a trait scattered across the fungal tree of life, with its highest prevalence within three fungal families (Chaetomiaceae, Thermoascaceae, and Trichocomaceae), as well as some members of the phylum Mucoromycota. We examined 37 thermophilic and thermotolerant species and 42 mesophilic species for this study and identified thermophily as the ancestral state of all three prominent families of thermophilic fungi. Thermophilic fungal genomes were found to encode various thermostable enzymes, including carbohydrate-active enzymes such as endoxylanases, which are useful for many industrial applications. At the same time, the overall gene counts, especially in gene families responsible for microbial defense such as secondary metabolism, are reduced in thermophiles compared to mesophiles. We also found a reduction in the core genome size of thermophiles in both the Chaetomiaceae family and the Eurotiomycetes class. The Gene Ontology terms lost in thermophilic fungi include primary metabolism, transporters, UV response, and O-methyltransferases. Comparative genomics analysis also revealed higher GC content in the third base of codons (GC3) and a lower effective number of codons in fungal thermophiles than in both thermotolerant and mesophilic fungi. Furthermore, using the Support Vector Machine classifier, we identified several Pfam domains capable of discriminating between genomes of thermophiles and mesophiles with 94% accuracy. Using AlphaFold2 to predict protein structures of endoxylanases (GH10), we built a similarity network based on the structures. We found that the number of disulfide bonds appears important for protein structure, and the network clusters based on protein structures correlate with the optimal activity temperature. Thus, comparative genomics offers new insights into the biology, adaptation, and evolutionary history of thermophilic fungi while providing a parts list for bioengineering applications.

Indexed as

Evolution, MolecularGenome, FungalAdaptation, PhysiologicalFungal ProteinsFungiGenomicsPhylogenyFungal Proteins

Identifiers

PMID39266695
PMCPMC11393059

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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.