Integrative Multi-Omics Reveals Quality Markers and Metabolic Pathways Across Genotype and Ripening Gradients in High-Altitude Malus
Apples from high-altitude orchards exhibit a distinctive sugar-acid balance, yet the varietal and maturity drivers remain unclear. A multi-omics survey was conducted to map sugars and acids and to resolve pathway control. Chromatography-mass spectrometry, RNA-seq, and principal component (PC) dimensionality reduction fitting analysis were integrated across <i>Malus prunifolia</i> and <i>M. asiatica</i> at 60 and 120 days after flowering (DAF). PC separated maturity on PC1 and species on PC2, and canonical correlation confirmed gene-metabolite couplings. Malate predominated but declined with ripening as sucrose rose; <i>M. prunifolia</i> at 60 DAF showed higher maltose/inositol, whereas <i>M. asiatica</i> at 120 DAF accumulated pentoses/xylitol. In <i>M. prunifolia</i> 60 vs. 120 DAF (Q60-Q120), enrichment targeted starch/sucrose plus pentose-glucuronate remodeling; in <i>M. asiatica</i> 60 vs. 120 DAF (S60-S120), fructose/mannose routes dominated with persistent wall-sugar signatures. Correlations linked succinate and pyruvate positively, and malate negatively, to hexoses, outlining an ALMT9/MDH-bridged acid-sugar switch. These maturation-anchored markers inform quality breeding and postharvest strategies.
Authors
- Xiaoqing Hou (ORCID: https://orcid.org/0000-0003-0091-4841)
- Cheng Wei
- Jie Tian (ORCID: https://orcid.org/0000-0002-1619-7114)
- Ting Guo (ORCID: https://orcid.org/0000-0001-5756-0728)
- Huiqin Shi
- Yi Li (ORCID: https://orcid.org/0000-0002-8505-6198)
Institutions
- Qinghai University (CN)
- Tianjin University of Science and Technology (CN)
- Academy of Agricultural and Forestry Sciences (RO)
Publication Details
- Journal
- Foods
- Published
- 2025-11-25
- DOI
- https://doi.org/10.3390/foods14234039
- Primary Topic
- Plant Physiology and Cultivation Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00