Evidence map›Paper›PMID 42317766›Full record

ArticleFrontiers in microbiology2026

Sexual reproduction and the polygenic architecture of azole resistance in agricultural populations of

Jiarui Huang, Haicheng Liu, Yu He, Ying Zhang

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Article in Frontiers in microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

4 authors.

Jiarui Huang *State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan University, Kunming, Yunnan, China.
Haicheng Liu *State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan University, Kunming, Yunnan, China.
Yu He *State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan University, Kunming, Yunnan, China.
Ying ZhangState Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan University, Kunming, Yunnan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Agricultural environments, particularly greenhouses, are recognized as hotspots for the evolution of azole resistance in the opportunistic pathogen Aspergillus fumigatus. This study aimed to investigate the role of sexual reproduction and its underlying genetic architecture in driving resistance in Yunnan Province, China. Methods: We integrated large-scale sexual crossing experiments with hierarchical genetic association analysis. Sexual fitness was compared between greenhouse and outdoor populations. A genome-wide association study (GWAS) on greenhouse strains identified candidate SNPs, which were then analyzed via hierarchical association mapping in 300 sexual progeny strains to decipher the genetic architecture of resistance. Results: Greenhouse populations exhibited significantly higher sexual fitness, evidenced by greater mating type diversity, mating success (28.36% vs. 12.38%), and ascospore viability. Resistance was shown to be a complex quantitative trait primarily governed by epistatic interactions, where the strength of genetic associations increased with SNP combination complexity. A key, previously uncharacterized locus (SNP6) consistently showed significant effects. Comparative analysis revealed divergent genetic architectures for itraconazole (ITR) and voriconazole (VOR) resistance. Functional annotations implicated SNPs in oxidative stress response (e.g., salicylate hydroxylase) and cell wall integrity (e.g., chitin synthase) pathways. Discussion: We propose a synergistic model wherein high sexual competency provides a platform for recombination, acting upon a standing epistatic landscape to facilitate rapid adaptive evolution. Our findings highlight the potential for resistance allele spread via sexual reproduction and suggest that resistance surveillance may need to account for multi-locus genotypes.

Indexed as

adaptive evolutionantimicrobialsgreenhouse populationsquantitative traitsexual fitness

Identifiers

PMID42317766
PMCPMC13274624

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