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Article

High-Resolution Core Gene-Associated Multiple Nucleotide Polymorphism (cgMNP) Markers for Strain Identification in the Wine Cap Mushroom Stropharia rugosoannulata

1
State Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
2
College of Horticulture, Hebei Agricultural University, Baoding 071001, China
3
Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
4
College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
*
Authors to whom correspondence should be addressed.
Microorganisms 2025, 13(7), 1685; https://doi.org/10.3390/microorganisms13071685
Submission received: 30 May 2025 / Revised: 9 July 2025 / Accepted: 16 July 2025 / Published: 17 July 2025
(This article belongs to the Special Issue Fungal Biology and Interactions—3rd Edition)

Abstract

Stropharia rugosoannulata, an ecologically valuable and economically important edible mushroom, faces challenges in strain-level identification and breeding due to limited genomic resources and the lack of high-resolution molecular markers. In this study, we generated high-quality genomic data for 105 S. rugosoannulata strains and identified over 2.7 million SNPs, unveiling substantial genetic diversity within the species. Using core gene-associated multiple nucleotide polymorphism (cgMNP) markers, we developed an efficient and transferable framework for strain discrimination. The analysis revealed pronounced genetic differentiation among cultivars, clustering them into two distinct phylogenetic groups. Nucleotide diversity (π) across 83 core genes varied significantly, highlighting both highly conserved loci under purifying selection and highly variable loci potentially associated with adaptive evolution. Phylogenetic analysis of the most variable gene, Phosphatidate cytidylyltransferase mitochondrial, identified 865 SNPs, enabling precise differentiation of all 85 cultivars. Our findings underscore the utility of cgMNP markers in addressing challenges posed by horizontal gene transfer and phylogenetic noise, demonstrating their robustness in cross-species applications. By providing insights into genetic diversity, evolutionary dynamics, and marker utility, this study establishes a foundation for advancing breeding programs, conservation strategies, and functional genomics in S. rugosoannulata. Furthermore, the adaptability of cgMNP markers offers a universal tool for high-resolution strain identification across diverse fungal taxa, contributing to broader fungal phylogenomics and applied mycology.
Keywords: strain identification; core gene-associated MNP markers; phylogenetic tree; phylogenomics strain identification; core gene-associated MNP markers; phylogenetic tree; phylogenomics

Share and Cite

MDPI and ACS Style

Liu, F.; Cao, B.; Dai, H.; Li, G.; Li, S.; Gao, W.; Zhao, R. High-Resolution Core Gene-Associated Multiple Nucleotide Polymorphism (cgMNP) Markers for Strain Identification in the Wine Cap Mushroom Stropharia rugosoannulata. Microorganisms 2025, 13, 1685. https://doi.org/10.3390/microorganisms13071685

AMA Style

Liu F, Cao B, Dai H, Li G, Li S, Gao W, Zhao R. High-Resolution Core Gene-Associated Multiple Nucleotide Polymorphism (cgMNP) Markers for Strain Identification in the Wine Cap Mushroom Stropharia rugosoannulata. Microorganisms. 2025; 13(7):1685. https://doi.org/10.3390/microorganisms13071685

Chicago/Turabian Style

Liu, Fei, Bin Cao, Hongmei Dai, Guojie Li, Shoumian Li, Wei Gao, and Ruilin Zhao. 2025. "High-Resolution Core Gene-Associated Multiple Nucleotide Polymorphism (cgMNP) Markers for Strain Identification in the Wine Cap Mushroom Stropharia rugosoannulata" Microorganisms 13, no. 7: 1685. https://doi.org/10.3390/microorganisms13071685

APA Style

Liu, F., Cao, B., Dai, H., Li, G., Li, S., Gao, W., & Zhao, R. (2025). High-Resolution Core Gene-Associated Multiple Nucleotide Polymorphism (cgMNP) Markers for Strain Identification in the Wine Cap Mushroom Stropharia rugosoannulata. Microorganisms, 13(7), 1685. https://doi.org/10.3390/microorganisms13071685

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