Comprehensive Metabolomic and Transcriptomic Analysis Revealed the Molecular Basis of the Effects of Different Refrigeration Durations on the Metabolism of Agaricus bisporus Cultivation Spawn

<i>Agaricus bisporus</i> is popular worldwide because of its high nutritional value and low cost. Low-temperature storage is a common storage method used for the production and sales of <i>A. bisporus</i> cultivation spawn, but few studies have focused on the physiological and biochemical mechanisms associated with low-temperature storage of <i>A</i>. <i>bisporus</i> cultivation spawn. In this study, we examined <i>A. bisporus</i> spawn samples stored for different refrigeration periods (0, 20, 40, 60, 80, and 100 days), measured changes in the activities of four key extracellular enzymes and performed transcriptomic and metabolomic analyses. The results of the enzymatic assays revealed that the activities of carboxymethyl cellulase (CMCase), amylase, and acid protease initially decreased before increasing, whereas laccase activity showed the opposite trend. This pattern may represent an energy supply mechanism adopted by <i>A. bisporus</i> to cope with low temperatures, where extracellular enzymes indirectly influence survival by mediating substrate decomposition. Further correlation analysis on the basis of CMCase activity changes revealed 148 carboxymethyl cellulase-correlated metabolites (CCMs) and 514 carboxymethyl cellulase-correlated genes (CCGs) (<i>p</i> ≤ 0.05), and significance was determined at FDR < 0.05 with a fold change > 1.5. Among these, 56.08% of the CCMs and 63.04% of the CCGs presented positive correlations with CMCase activity, whereas 43.92% and 36.96% presented negative correlations, respectively. Integrated multiomics analysis revealed significant variations in metabolic flux and gene expression across different storage durations. Two CCMs (ketoleucine and 3-methyl-2-oxovaleric acid) gradually decreased in expression, whereas two CCGs (AbbBCAT and AbbAACS) increased in expression. This study provides novel insights into the molecular adaptation of <i>A. bisporus</i> spawn to refrigeration, highlighting the importance of branched-chain amino acid metabolism in the cold stress response and storage stability.

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Journal
Journal of Fungi
Published
2025-05-27
DOI
https://doi.org/10.3390/jof11060415
Citations
1
Primary Topic
Fungal Biology and Applications
Type
article
Field-Weighted Citation Impact
1.39

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article

Comprehensive Metabolomic and Transcriptomic Analysis Revealed the Molecular Basis of the Effects of Different Refrigeration Durations on the Metabolism of Agaricus bisporus Cultivation Spawn

Meiyuan Chen, Zhongshun Cai, Zhi-Heng Zeng, Zhongjie Guo et al.
1 citations
Journal of Fungi
Fungal Biology and Applications
1.39
article

Comprehensive Metabolomic and Transcriptomic Analysis Revealed the Molecular Basis of the Effects of Different Refrigeration Durations on the Metabolism of Agaricus bisporus Cultivation Spawn

Meiyuan Chen, Zhongshun Cai, Zhi-Heng Zeng, Zhongjie Guo, Huiqing Zheng, Hui Zeng, Wenzhi Chen, Yuanping Lu
article en
1 citations

Abstract

<i>Agaricus bisporus</i> is popular worldwide because of its high nutritional value and low cost. Low-temperature storage is a common storage method used for the production and sales of <i>A. bisporus</i> cultivation spawn, but few studies have focused on the physiological and biochemical mechanisms associated with low-temperature storage of <i>A</i>. <i>bisporus</i> cultivation spawn. In this study, we examined <i>A. bisporus</i> spawn samples stored for different refrigeration periods (0, 20, 40, 60, 80, and 100 days), measured changes in the activities of four key extracellular enzymes and performed transcriptomic and metabolomic analyses. The results of the enzymatic assays revealed that the activities of carboxymethyl cellulase (CMCase), amylase, and acid protease initially decreased before increasing, whereas laccase activity showed the opposite trend. This pattern may represent an energy supply mechanism adopted by <i>A. bisporus</i> to cope with low temperatures, where extracellular enzymes indirectly influence survival by mediating substrate decomposition. Further correlation analysis on the basis of CMCase activity changes revealed 148 carboxymethyl cellulase-correlated metabolites (CCMs) and 514 carboxymethyl cellulase-correlated genes (CCGs) (<i>p</i> ≤ 0.05), and significance was determined at FDR < 0.05 with a fold change > 1.5. Among these, 56.08% of the CCMs and 63.04% of the CCGs presented positive correlations with CMCase activity, whereas 43.92% and 36.96% presented negative correlations, respectively. Integrated multiomics analysis revealed significant variations in metabolic flux and gene expression across different storage durations. Two CCMs (ketoleucine and 3-methyl-2-oxovaleric acid) gradually decreased in expression, whereas two CCGs (AbbBCAT and AbbAACS) increased in expression. This study provides novel insights into the molecular adaptation of <i>A. bisporus</i> spawn to refrigeration, highlighting the importance of branched-chain amino acid metabolism in the cold stress response and storage stability.

Journal of FungiVol. 11(6)
Fujian Academy of Agricultural Sciences (CN)
Earmarked Fund for China Agriculture Research System
Openalex Percentile: Top 20%
Fungal Biology and Applications
1.39
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