Evidence map›Paper›PMID 33493169›Full record

ArticlePLoS genetics2021

Pleiotropy and epistasis within and between signaling pathways defines the genetic architecture of fungal virulence.

Cullen Roth, Debra Murray, Alexandria Scott, Ci Fu, Anna F Averette, Sheng Sun, Joseph Heitman, Paul M Magwene

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
5.6field-weighted citation impact, top 3% 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

15 citing papers in PubMed, 42 citations in OpenAlex.

  1. Article
  2. Article
  3. Unisexual reproduction in the global human fungal pathogenProceedings of the National Academy of Sciences of the United States of America · 2025
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  4. Unisexual reproduction in the global human fungal pathogenbioRxiv : the preprint server for biology · 2025
    Article
  5. Article
  6. Discovery of CONature microbiology · 2024
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Epistatic genetic interactions govern morphogenesis during sexual reproduction and infection in a global human fungal pathogen.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  15. 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 at 2 institutions in 1 country.

Cullen RothDepartment of Biology, Duke University, Durham, North Carolina, United States of America.ORCID 0000-0003-4934-6160
Debra MurrayDepartment of Biology, Duke University, Durham, North Carolina, United States of America.
Alexandria ScottDepartment of Biology, Duke University, Durham, North Carolina, United States of America.ORCID 0000-0001-5568-7565
Ci FuDepartment of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, North Carolina, United States of America.
Anna F AveretteDepartment of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, North Carolina, United States of America.
Sheng SunDepartment of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, North Carolina, United States of America.ORCID 0000-0002-2895-1153
Joseph HeitmanDepartment of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, North Carolina, United States of America.
Paul M MagweneDepartment of Biology, Duke University, Durham, North Carolina, United States of America.ORCID 0000-0002-7659-2589
Duke Medical Center · USDuke University · US

Funding

Structure, function, and evolution of the Cryptococcus MAT locusR01AI050113 · NIAID · DUKE UNIVERSITY · PI HEITMAN, JOSEPH · 2002 to 2024
$8.5M
ROLE OF CALCINEURIN IN C. NEOFORMANS MATING AND FRUITINGR01AI039115 · NIAID · DUKE UNIVERSITY · PI HEITMAN, JOSEPH · 1997 to 2025
$6.7M
Genetics of Cryptococcus sexual reproductionR37AI039115 · NIAID · DUKE UNIVERSITY · PI HEITMAN, JOSEPH · 2011 to 2020
$4.9M
The Genetic Basis of Virulence in Cryptococcus NeoformansR01AI133654 · NIAID · DUKE UNIVERSITY · PI JOSEPH HEITMAN, Paul Mitaari Magwene · 2017 to 2026
$4.7M
NIAID NIH HHS R01 AI039115NIAID NIH HHS R01 AI050113NIAID NIH HHS R01 AI133654NIAID NIH HHS R37 AI039115
6 · The paper itself

Abstract

Cryptococcal disease is estimated to affect nearly a quarter of a million people annually. Environmental isolates of Cryptococcus deneoformans, which make up 15 to 30% of clinical infections in temperate climates such as Europe, vary in their pathogenicity, ranging from benign to hyper-virulent. Key traits that contribute to virulence, such as the production of the pigment melanin, an extracellular polysaccharide capsule, and the ability to grow at human body temperature have been identified, yet little is known about the genetic basis of variation in such traits. Here we investigate the genetic basis of melanization, capsule size, thermal tolerance, oxidative stress resistance, and antifungal drug sensitivity using quantitative trait locus (QTL) mapping in progeny derived from a cross between two divergent C. deneoformans strains. Using a "function-valued" QTL analysis framework that exploits both time-series information and growth differences across multiple environments, we identified QTL for each of these virulence traits and drug susceptibility. For three QTL we identified the underlying genes and nucleotide differences that govern variation in virulence traits. One of these genes, RIC8, which encodes a regulator of cAMP-PKA signaling, contributes to variation in four virulence traits: melanization, capsule size, thermal tolerance, and resistance to oxidative stress. Two major effect QTL for amphotericin B resistance map to the genes SSK1 and SSK2, which encode key components of the HOG pathway, a fungal-specific signal transduction network that orchestrates cellular responses to osmotic and other stresses. We also discovered complex epistatic interactions within and between genes in the HOG and cAMP-PKA pathways that regulate antifungal drug resistance and resistance to oxidative stress. Our findings advance the understanding of virulence traits among diverse lineages of Cryptococcus, and highlight the role of genetic variation in key stress-responsive signaling pathways as a major contributor to phenotypic variation.

Indexed as

Chromosome MappingCryptococcosisCryptococcus neoformansDrug Resistance, FungalEpistasis, GeneticGenetic PleiotropyGenotypeHumansQuantitative Trait LociSignal TransductionVirulence

Identifiers

PMID33493169
PMCPMC7861560
OpenAlexW3121332144

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.