Evidence map›Paper›PMID 38693487›Full record

ArticleBMC plant biology2024

Aspergillus flavus pangenome (AflaPan) uncovers novel aflatoxin and secondary metabolite associated gene clusters.

Sunil S Gangurde, Walid Korani, Prasad Bajaj, Hui Wang, Jake C Fountain, Gaurav Agarwal, Manish K Pandey, Hamed K Abbas, Perng-Kuang Chang, C Corley Holbrook and 5 more

Open access · goldAbstract read
In one paragraph

Article in BMC plant biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
10.8field-weighted citation impact, top 2% 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

11 citing papers in PubMed, 18 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Distinction BetweenJournal of fungi (Basel, Switzerland) · 2025
    Article
  5. Draft genome assemblies of 38Microbiology resource announcements · 2025
    Article
  6. Review
  7. Review
  8. Article
  9. Article
  10. Article
  11. 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

15 authors at 7 institutions in 3 countries.

Sunil S Gangurde *Department of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA.
Walid Korani *HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA.
Prasad BajajInternational Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, 502324, Telangana, India.
Hui WangDepartment of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA.
Jake C FountainDepartment of Plant Pathology, University of Georgia, Griffin, GA, 30223, USA.
Gaurav AgarwalDepartment of Plant Biology, Michigan State University, East Lansing, MI, 48823, USA.
Manish K PandeyInternational Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, 502324, Telangana, India. Manish.pandey@icrisat.org.
Hamed K AbbasBiological Control of Pests Research Unit, USDA-ARS, Stoneville, MS, 38776, USA.
Perng-Kuang ChangSouthern Regional Research Center, USDA-ARS, New Orleans, LA, 70124, USA.
C Corley HolbrookCrop Protection and Management Research Unit, USDA-ARS, Tifton, GA, 31793, USA.
Robert C KemeraitDepartment of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA.
Rajeev K VarshneyWA State Biotechnology Centre, Centre for Crop and Food innovation, Food Futures Institute, Murdoch University, Murdoch, WA, 6150, Australia.
Bhabesh DuttaDepartment of Plant Pathology, University of Georgia, Tifton, GA, 31793, USA.
Josh P ClevengerHudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806, USA. jclevenger@hudsonalpha.org.
Baozhu GuoCrop Protection and Management Research Unit, USDA-ARS, Tifton, GA, 31793, USA. Baozhu.Guo@usda.gov.
Agricultural Research Service · USUniversity of Georgia · USHudsonAlpha Institute for Biotechnology · USInternational Crops Research Institute for the Semi-Arid Tropics · INMichigan State University · USMurdoch University · AUSouthern Regional Research Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAspergillus flavus is an important agricultural and food safety threat due to its production of carcinogenic aflatoxins. It has high level of genetic diversity that is adapted to various environments. Recently, we reported two reference genomes of A. flavus isolates, AF13 (MAT1-2 and highly aflatoxigenic isolate) and NRRL3357 (MAT1-1 and moderate aflatoxin producer). Where, an insertion of 310 kb in AF13 included an aflatoxin producing gene bZIP transcription factor, named atfC. Observations of significant genomic variants between these isolates of contrasting phenotypes prompted an investigation into variation among other agricultural isolates of A. flavus with the goal of discovering novel genes potentially associated with aflatoxin production regulation. Present study was designed with three main objectives: (1) collection of large number of A. flavus isolates from diverse sources including maize plants and field soils; (2) whole genome sequencing of collected isolates and development of a pangenome; and (3) pangenome-wide association study (Pan-GWAS) to identify novel secondary metabolite cluster genes.

resultsPangenome analysis of 346 A. flavus isolates identified a total of 17,855 unique orthologous gene clusters, with mere 41% (7,315) core genes and 59% (10,540) accessory genes indicating accumulation of high genomic diversity during domestication. 5,994 orthologous gene clusters in accessory genome not annotated in either the A. flavus AF13 or NRRL3357 reference genomes. Pan-genome wide association analysis of the genomic variations identified 391 significant associated pan-genes associated with aflatoxin production. Interestingly, most of the significantly associated pan-genes (94%; 369 associations) belonged to accessory genome indicating that genome expansion has resulted in the incorporation of new genes associated with aflatoxin and other secondary metabolites.

conclusionIn summary, this study provides complete pangenome framework for the species of Aspergillus flavus along with associated genes for pathogen survival and aflatoxin production. The large accessory genome indicated large genome diversity in the species A. flavus, however AflaPan is a closed pangenome represents optimum diversity of species A. flavus. Most importantly, the newly identified aflatoxin producing gene clusters will be a new source for seeking aflatoxin mitigation strategies and needs new attention in research.

Indexed as

AflatoxinsAspergillus flavusGenome, FungalMultigene FamilySecondary MetabolismGenes, FungalGenetic VariationGenome-Wide Association StudyWhole Genome SequencingZea maysAflatoxinsAccessory genomeAflatoxinAspergillus flavusCore genomeGenomic diversitypan-GWAS

Identifiers

PMID38693487
PMCPMC11061970
OpenAlexW4396546252

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.