Time-series analysis reveals metabolic and transcriptional dynamics during mulberry fruit development and ripening
Understanding the global transcriptomic and metabolic changes during mulberry growth and development is essential for the enhancing fruit quality and optimizing breeding strategies. By integrating phenotypic, metabolomic, and transcriptomic data across 18 developmental and ripening stages of Da10 mulberry fruit, a global map of gene expression and metabolic changes was generated. Analysis revealed a gradual progression of morphological, metabolic, and transcriptional changes throughout the development and ripening phases. In this study, a new transcriptome transition, which was highly related to stress resistance, was observed after the full ripening stage. Moreover, a novel method was devised by integrating metabolome and phenotypic data to assess fruit quality and determine optimal harvest times early in the supply chain. Phase-specific co-expression networks involved in photosynthesis, quality regulation, and plant immunity were also constructed. Notably, eight flavonoids and six hub genes emerged as potential natural edible coatings or gene-editing targets for mulberry fruit to enhance resistance against biotic and abiotic stress. These findings should facilitate further research on stress resistance, post-harvest management, and sustainable agricultural development.
Authors
- Minhui Zhang
- Ling Wei (ORCID: https://orcid.org/0000-0002-9086-4368)
- Shengyi Liu (ORCID: https://orcid.org/0000-0002-6586-3881)
- Gaiqun Huang (ORCID: https://orcid.org/0000-0001-7958-2792)
- Yichun Zeng
- Jiang Liu (ORCID: https://orcid.org/0000-0002-2596-4928)
- Jie Dai (ORCID: https://orcid.org/0000-0002-6190-8720)
- Gang Liu (ORCID: https://orcid.org/0000-0003-0885-3393)
- Hu Zhou (ORCID: https://orcid.org/0000-0002-2092-680X)
- Yi‐Lei Wu
- Jian Zou (ORCID: https://orcid.org/0009-0005-9119-7383)
Institutions
- China West Normal University (CN)
- Sichuan Academy of Agricultural Sciences (CN)
Publication Details
- Journal
- International Journal of Biological Macromolecules
- Published
- 2025-01-23
- DOI
- https://doi.org/10.1016/j.ijbiomac.2025.140288
- Citations
- 3
- Primary Topic
- Plant biochemistry and biosynthesis
- Type
- article
- Field-Weighted Citation Impact
- 2.42