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Record W3127165478 · doi:10.1093/genetics/iyaa034

Showcasing Fungal Genetics & Genomics with the Genetics Society of America

2021· editorial· en· W3127165478 on OpenAlexafffund
Leah E. Cowen, Joseph Heitman

Bibliographic record

VenueGenetics · 2021
Typeeditorial
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant Pathogens and Fungal Diseases
Canadian institutionsUniversity of Toronto
FundersNational Institute of Allergy and Infectious DiseasesCanadian Institutes of Health ResearchNational Institutes of HealthW. Garfield Weston FoundationCanada Research ChairsCanadian Institute for Advanced Research
KeywordsBiologyGeneticsGenomicsHuman geneticsMedical geneticsGenomeGene

Abstract

fetched live from OpenAlex

The fungal kingdom is remarkable in its breadth and depth of impact on global health, agriculture, biodiversity, ecology, manufacturing, and biomedical research. With at least 6 million species, these eukaryotes exhibit astounding diversity at the level of genomes, morphologies, modes of reproduction, response to selection, environmental niches, and interactions with other organisms (Heitman et al. 2017). Emerging fungal infectious diseases in both animals and plants are occurring all over the world and are increasing as a proportion of disease alerts for all pathogens (Fisher et al. 2012). More than 200 fungal species are human-associated, either as commensals and members of our microbiome or as pathogens that cause lethal infectious diseases (Brown et al. 201,2). With the global emergence and spread of fungal pathogens resistant to all current classes of antifungals, these organisms pose an acute threat to human health (Fisher et al. 2018). And the threat extends far beyond human health. We have witnessed an unprecedented number of fungal diseases causing extinctions of wild species in recent years, with devastating mortalities of amphibians and bats now threatening biodiversity (Fisher et al. 2020). Perhaps most widely recognized is the profound threat posed by fungi to food security worldwide, as fungi cause epidemics in staple crops that feed billions and produce toxins that contaminate food supplies and cause cancer (Fisher et al. 2018, 2020). Despite the many threats, fungi also provide phenomenal opportunities. Fungi are the earth’s pre-eminent degraders of organic matter, include the best-characterized eukaryotic genetic model systems, and have had a transformative impact on medicine as they synthesize an extraordinary diversity of secondary metabolites that have revolutionized patient care, including antibiotics, immunosuppressive drugs that inhibit transplant rejection, and drugs that reduce the risk of heart disease (Keller et al. 2005; Heitman et al. 2017). Fungi also produce enzymes crucial for fermentation, food production, bioremediation, and biofuel production (Heitman et al. 2017). Our challenge is to understand the facets of fungal biology that impart these varied properties, in order to develop new strategies to mitigate the threats posed by fungi and to harness their extraordinary potential, as well as to leverage the power of fungal genetics and genomics to uncover fundamental biological mechanisms. To showcase major advances in Fungal Genetics & Genomics, the Genetics Society of America (GSA) has launched a special collection of publications in the GSA Journals GENETICS and G3: Genes| Genomes| Genetics. We have been enlisted to serve as senior editors for this new series. The GSA has a long history of contributions supporting fungal genetics and geneticists as a community, both through publications in the GSA journals and through GSA co-sponsorship of the Asilomar Fungal Genetics meeting. This editorial accompanies 15 papers covering an exceptional breadth of topics in genetics and genomics that launch this initiative in the February 2021 issues of GENETICS and G3. One paper explores variation among biosynthetic gene clusters, secondary metabolite profiles, and virulence traits across Aspergillus species (Steenwyk et al. 2020). Another presents the development of a web tool for designing CRISPR/Cas9-driven genetic modifications in diverse populations (Stoneman et al. 2020). GENETICS features an analysis of the role of MAPK pheromone response signaling in prey sensing and response in a nematode-trapping fungus (Chen et al. 2021), and G3 features an analysis of signal-mediated localization of pheromone response pathway components in a human fungal pathogen (Costa et al. 2021). The initial block of articles in GENETICS includes a study that implicates repeated horizontal transfer of metabolism genes in violating Dollo’s law of irreversible loss (Haase et al. 2021), one that implicates parallel events of massive loss of heterozygosity in driving extreme diversification in the hybrid lineage of Candida albicans (Mixão et al. 2021), one that dissects tolerance to oxidative stress in a fungal pathogen of wheat (Zhong et al. 2021), and one that illustrates a complex regulatory network governs methionine biosynthesis in C. albicans (Shrivastava et al. 2021). G3 includes a report of the genome sequence of the oyster mushroom Pleurotus ostreatus (Lee et al. 2021), further genomic analysis of two Italian oyster mushroom strains (de Ulzurrun et al. 2021), a forward genetic screen for mutants with defects in trap morphogenesis in the nematode-trapping fungus Arthrobotrys oligospora (Huang et al. 2021), an analysis of target engagement of the master regulator of fungal mating MAT1-1-1 in Aspergillus fumigatus (Ramšak et al. 2021), and a portrait of the global translational landscape accompanying a C. albicans morphological transition (Mundodi et al. 2021), a comparative genomic analysis that implicates an epigenetic mechanism of phenotypic switching in C. albicans (Beekman et al. 2021), as well as a genomic annotation pipeline that identifies dynamic primary metabolic gene clusters and the genomic impact of RNAi loss in the Cryptococcus deuterogattii genome (Gröhs Ferrareze et al. 2021). This is an open call for submissions as this initiative will continue on an ongoing basis. Manuscripts can be submitted directly to either journal, with a note in the cover letter indicating an interest in being considered for this special series. Manuscripts will be assigned to appropriate subject matter experts on the editorial boards of either journal, and subject to standard peer review and editing. It is indeed an auspicious time for a GSA sponsored focus on Fungal Genetics & Genomics given: (1) The impact of rapid advances in long-read sequencing technologies that enable whole-genome telomere-to-telomere assemblies; (2) Advances in ChIP, RNA-seq, Hi-C, and DNA methylation analytical approaches; (3) New cutting-edge genetic tools, including CRISPR/Cas9 and agrobacterium-mediated transformation; (4) Improved understanding of the extents and divisions within the Fungal Kingdom; (5) A realization of the vast diversity of fungi and their characteristics including RNAi, light sensing, morphogenesis, biological clocks, nematode trapping, motility, aquatic habitats, and so much more; (6) The devastating impact of fungi on agriculture and food security globally, on animals (bats, frogs, salamanders), and in causing significant morbidity and mortality in humans. With this call for submissions, we signal an interest in all topics within the realm of Fungal Genetics & Genomics, including (1) continued studies in advanced model systems such as the budding and fission yeasts, Neurospora, Aspergillus, and others, (2) studies of fungal pathogens of plants, (3) studies of fungal pathogens of animals and humans, (4) studies of filamentous fungi, (5) aquatic fungi, (6) fungi that are commensals in microbiomes, and (7) studies of more exotic fungi that are not developed as model systems or for which the tools for analysis are still under development. We are particularly interested in studies of fungal genomics, and the myriad insights they are providing into the biology of this eukaryotic kingdom of life. We welcome questions from colleagues on this series; please feel encouraged to reach out to either or both of us if you have questions or would like to gauge interest in your studies being considered for submission to this series. We are delighted to have this opportunity to build upon the strong foundation of partnership between the GSA and the Fungal Genetics community, and in so doing to present outstanding work that advances the field, providing knowledge as a beacon that lights the way forward. L.E.C. is supported by the Canadian Institutes of Health Research Foundation Grant FDN-154288, National Institutes of Health (NIH) NIAID R01 Grants 1R01AI127375-01 and 1R01AI120958-01A1, and the W. Garfield Weston Foundation Weston Family Microbiome Initiative Grant 301617. L.E.C. and J.H. are supported by an NIH/NIAID R21 Grant 1R21AI141080-02. J.H. is supported by NIH/NIAID R01 Grants AI50113-16 and AI133654-03, R56 Grant AI112595-05, and R37 Grant AI39115-23, and was previously supported by P01 AI104533-05. L.E.C. is a Canada Research Chair (Tier 1) in Microbial Genomics & Infectious Disease. L.E.C. and J.H. are co-Directors of the CIFAR Fungal Kingdom: Threats & Opportunities program. L.E.C. is a co-founder and shareholder in Bright Angel Therapeutics, a platform company for development of novel antifungal therapeutics. L.E.C. is a consultant for Boragen, a small-molecule development company focused on leveraging the unique chemical properties of boron chemistry for crop protection and animal health.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.017
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.011
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0020.001
Science and technology studies0.0020.002
Scholarly communication0.0060.004
Open science0.0020.002
Research integrity0.0080.020
Insufficient payload (model declined to judge)0.0170.013

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.010
GPT teacher head0.233
Teacher spread0.223 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2021
Admission routes2
Has abstractyes

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