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.

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Publication Details

Journal
Foods
Published
2025-11-25
DOI
https://doi.org/10.3390/foods14234039
Primary Topic
Plant Physiology and Cultivation Studies
Type
article
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article

Integrative Multi-Omics Reveals Quality Markers and Metabolic Pathways Across Genotype and Ripening Gradients in High-Altitude Malus

Xiaoqing Hou, Cheng Wei, Jie Tian, Ting Guo et al.
Foods
Plant Physiology and Cultivation Studies
article

Integrative Multi-Omics Reveals Quality Markers and Metabolic Pathways Across Genotype and Ripening Gradients in High-Altitude Malus

Xiaoqing Hou, Cheng Wei, Jie Tian, Ting Guo, Huiqin Shi, Yi Li
article en

Abstract

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.

FoodsVol. 14(23)
Qinghai University (CN), Tianjin University of Science and Technology (CN), Academy of Agricultural and Forestry Sciences (RO)
Openalex Percentile: Top 74%
Plant Physiology and Cultivation Studies
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Integrative Multi-Omics Reveals Quality Markers and Metabolic Pathways Across Genotype and Ripening Gradients in High-Altitude Malus — Xiaoqing Hou, Cheng Wei, et al. · Foods (2025) | TGRS Research Map | TGRS