Evidence map›Paper›PMID 29149178›Full record

ArticlePLoS biology2017

Drivers of genetic diversity in secondary metabolic gene clusters within a fungal species.

Abigail L Lind, Jennifer H Wisecaver, Catarina Lameiras, Philipp Wiemann, Jonathan M Palmer, Nancy P Keller, Fernando Rodrigues, Gustavo H Goldman, Antonis Rokas

Open access · goldAbstract read
In one paragraph

Article in PLoS biology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 123 papers.

0numbers the graph read from it
0cells of the map it votes in
123citing papers in PubMed
21.6field-weighted citation impact, top 1% of its field
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

123 citing papers in PubMed, 246 citations in OpenAlex.

  1. Biological activities and metabolic profile of crude extracts from two Nigrospora sp. isolates.International microbiology : the official journal of the Spanish Society for Microbiology · 2026
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  2. Opportunistic pathogenicity in fungi can transcend species boundaries.bioRxiv : the preprint server for biology · 2026
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  4. Review of the Microbial Spectrum of Mixed Respiratory Fungal Infections.Journal of epidemiology and global health · 2026
    Review
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  9. mBio · 2025
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  12. Recent developments inMicrobiology and molecular biology reviews : MMBR · 2025
    Review
  13. Decoding Pecan's Fungal Foe: A Genomic Insight intoJournal of fungi (Basel, Switzerland) · 2025
    Article
  14. Article
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63 more citing papers are in PubMed but not listed here.

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 at 6 institutions in 3 countries.

Abigail L LindDepartment of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America.
Jennifer H WisecaverDepartment of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America.
Catarina LameirasDepartment of Microbiology, Portuguese Oncology Institute of Porto, Porto, Portugal.
Philipp WiemannDepartment of Medical Microbiology & Immunology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
Jonathan M PalmerCenter for Forest Mycology Research, Northern Research Station, US Forest Service, Madison, Wisconsin, United States of America.
Nancy P KellerDepartment of Medical Microbiology & Immunology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America.
Fernando RodriguesLife and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal.
Gustavo H GoldmanFaculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, São Paulo, Brazil.
Antonis RokasDepartment of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America.ORCID http://orcid.org/0000-0002-7248-6551
Vanderbilt University · USUniversity of Wisconsin–Madison · USInstituto Português de Oncologia Francisco Gentil · PTUniversidade de São Paulo · BRUniversity of Minho · PTUS Forest Service · US

Funding

Vanderbilt Biomedical Informatics Training ProgramT15LM007450 · NLM · VANDERBILT UNIVERSITY · PI Jessica S. Ancker, Bradley A. Malin · 2002 to 2026
$19.7M
Mechanisms of an Aspergillus fumigatus virulence mutantR01AI065728 · NIAID · UNIVERSITY OF WISCONSIN-MADISON · PI KELLER, NANCY P · 2006 to 2017
$3.6M
NIAID NIH HHS R01 AI065728NLM NIH HHS T15 LM007450
6 · The paper itself

Abstract

Filamentous fungi produce a diverse array of secondary metabolites (SMs) critical for defense, virulence, and communication. The metabolic pathways that produce SMs are found in contiguous gene clusters in fungal genomes, an atypical arrangement for metabolic pathways in other eukaryotes. Comparative studies of filamentous fungal species have shown that SM gene clusters are often either highly divergent or uniquely present in one or a handful of species, hampering efforts to determine the genetic basis and evolutionary drivers of SM gene cluster divergence. Here, we examined SM variation in 66 cosmopolitan strains of a single species, the opportunistic human pathogen Aspergillus fumigatus. Investigation of genome-wide within-species variation revealed 5 general types of variation in SM gene clusters: nonfunctional gene polymorphisms; gene gain and loss polymorphisms; whole cluster gain and loss polymorphisms; allelic polymorphisms, in which different alleles corresponded to distinct, nonhomologous clusters; and location polymorphisms, in which a cluster was found to differ in its genomic location across strains. These polymorphisms affect the function of representative A. fumigatus SM gene clusters, such as those involved in the production of gliotoxin, fumigaclavine, and helvolic acid as well as the function of clusters with undefined products. In addition to enabling the identification of polymorphisms, the detection of which requires extensive genome-wide synteny conservation (e.g., mobile gene clusters and nonhomologous cluster alleles), our approach also implicated multiple underlying genetic drivers, including point mutations, recombination, and genomic deletion and insertion events as well as horizontal gene transfer from distant fungi. Finally, most of the variants that we uncover within A. fumigatus have been previously hypothesized to contribute to SM gene cluster diversity across entire fungal classes and phyla. We suggest that the drivers of genetic diversity operating within a fungal species shown here are sufficient to explain SM cluster macroevolutionary patterns.

Indexed as

AllelesAspergillus fumigatusBiological EvolutionFungal ProteinsFungiGenetic VariationGenome, FungalGenomicsMetabolic Networks and PathwaysMultigene FamilyMutationPolymorphism, GeneticSecondary MetabolismFungal Proteins

Identifiers

PMID29149178
PMCPMC5711037
OpenAlexW2768855617

What OpenQuestion holds

Textmetadata
LicenceCC0
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.