Evidence map›Paper›PMID 40402997›Full record

ArticlePLoS biology2025

Landscape of essential growth and fluconazole-resistance genes in the human fungal pathogen Cryptococcus neoformans.

R Blake Billmyre, Caroline J Craig, Joshua W Lyon, Claire Reichardt, Amy M Kuhn, Michael T Eickbush, Sarah E Zanders

Abstract read
In one paragraph

Article in PLoS biology, 2025. 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
–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

15 citing papers in PubMed.

  1. Barcoded mutant library enables high-throughput functional genomics in a filamentous fungus.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Facile generation ofMicrobiology spectrum · 2026
    Article
  3. Article
  4. Defining thebioRxiv : the preprint server for biology · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

R Blake BillmyreDepartment of Genetics, Franklin College of Arts and Sciences, University of Georgia, GeorgiaUnited States of America.ORCID 0000-0003-4866-3711
Caroline J CraigStowers Institute for Medical Research, Kansas City, Missouri, United States of America.
Joshua W LyonDepartment of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GeorgiaUnited States of America.
Claire ReichardtDepartment of Genetics, Franklin College of Arts and Sciences, University of Georgia, GeorgiaUnited States of America.
Amy M KuhnDepartment of Genetics, Franklin College of Arts and Sciences, University of Georgia, GeorgiaUnited States of America.
Michael T EickbushStowers Institute for Medical Research, Kansas City, Missouri, United States of America.
Sarah E ZandersStowers Institute for Medical Research, Kansas City, Missouri, United States of America.

Funding

Rapid production of SARS-CoV-2 molecular clones using CRISPR-based yeast recombineeringR01AI100272 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MADHANI, HITEN D · 2012 to 2025
$11.3M
Models of Selfishness: Molecular and Evolutionary Analyses of the Wtf Meiotic DriversDP2GM132936 · NIGMS · STOWERS INSTITUTE FOR MEDICAL RESEARCH · PI ZANDERS, SARAH ELIZABETH · 2018 to 2018
$2.5M
T32 Predoctoral Training Grant in GeneticsT32GM142623 · NIGMS · UNIVERSITY OF GEORGIA · PI Kelly A Dyer, Mary Grace Goll · 2022 to 2026
$2.1M
Molecular Mechanisms and Evolutionary Impacts of the wtf Meiotic DriversR35GM151982 · NIGMS · STOWERS INSTITUTE FOR MEDICAL RESEARCH · PI Sarah Elizabeth Zanders · 2024 to 2026
$1.4M
Evolution of heat tolerance and drug resistance in CryptococcusDP2AI184725 · NIAID · UNIVERSITY OF GEORGIA · PI ROBERT Blake BILLMYRE · 2024 to 2026
$1.3M
NIAID NIH HHS DP2 AI184725NIAID NIH HHS R01 AI100272NIGMS NIH HHS DP2 GM132936NIGMS NIH HHS R35 GM151982NIGMS NIH HHS T32 GM142623
6 · The paper itself

Abstract

Fungi can cause devastating invasive infections, typically in immunocompromised patients. Treatment is complicated both by the evolutionary similarity between humans and fungi and by the frequent emergence of drug resistance. Studies in fungal pathogens have long been slowed by a lack of high-throughput tools and community resources that are common in model organisms. Here we demonstrate a high-throughput transposon mutagenesis and sequencing (TN-seq) system in Cryptococcus neoformans that enables genome-wide determination of gene essentiality. We employed a random forest machine learning approach to classify the C. neoformans genome as essential or nonessential, predicting 1,465 essential genes, including 302 that lack human orthologs. These genes are ideal targets for new antifungal drug development. TN-seq also enables genome-wide measurement of the fitness contribution of genes to phenotypes of interest. As proof of principle, we demonstrate the genome-wide contribution of genes to growth in fluconazole, a clinically used antifungal. We show a novel role for the well-studied RIM101 pathway in fluconazole susceptibility. We also show that insertions of transposons into the 5' upstream region can drive sensitization of essential genes, enabling screenlike assays of both essential and nonessential components of the genome. Using this approach, we demonstrate a role for mitochondrial function in fluconazole sensitivity, such that tuning down many essential mitochondrial genes via 5' insertions can drive resistance to fluconazole. Our assay system will be valuable in future studies of C. neoformans, particularly in examining the consequences of genotypic diversity.

Indexed as

Cryptococcus neoformansDrug Resistance, FungalFluconazoleAntifungal AgentsCryptococcosisDNA Transposable ElementsFungal ProteinsGenes, EssentialGenes, FungalGenome, FungalHumansMutagenesis, InsertionalAntifungal AgentsDNA Transposable ElementsFluconazoleFungal Proteins

Identifiers

PMID40402997
PMCPMC12136443

What Socratic 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 Socratic graph.