Work

A Multi-Variety Co-Expression Network Identifies Candidate Genes Associated with Tuber Color, Starch Composition and Texture in Greater Yam

Year: 2026

Type: article

Abstract: Greater yam (Dioscorea alata L.) is a globally distributed yam species with high agronomic potential but variable culinary quality. The molecular basis of key tuber quality attributes, including flesh pigmentation, starch and sugar composition, texture after cooking, and moldability, remain poorly understood. To address this knowledge gap, we performed an integrative transcriptome analysis of six contrasting D. alata varieties representing diverse tuber quality profiles. RNA-seq data were integrated with biochemical, morphological, textural, and flesh-color phenotypes to identify genes associated with quality variation. Differential expression and pathway enrichment analyses revealed major changes in phenylpropanoid, flavonoid, carotenoid, galactose, zeatin, and photosynthesis-related pathways. Weighted gene co-expression network analysis identified 26 expression modules, five of which were associated with specific varieties and quality traits. Candidate genes were prioritized by integrating co-expression modules, differential expression patterns, and functional annotation. Anthocyanin- and flavonoid-related genes and regulators (including CCoAOMT, C3H, F3′H, F3′5′H, DFR, AP2, MYB, WD40) were associated with purple flesh, whereas carotenoid biosynthetic genes (PSY and NCED) were linked to yellow flesh. Modules associated with starch, sugar and moldability highlighted genes involved in carbohydrate metabolism and cell wall modification, including beta-glucosidase, glycosyl hydrolases, pectinesterase, and galacturonidase. By simultaneously analyzing six genetically diverse varieties, this study extends previous pairwise transcriptomic comparisons and provides a comprehensive candidate-gene resource for improving tuber quality in D. alata.

Source: Horticulturae

DOI: 10.3390/horticulturae12101230

Authors: Qingguang Zhou, Yangjing Luo, Erick Maledon, Komivi Dossa, Boyun Yang

Institutions: Nanchang University, Jiangxi University of Traditional Chinese Medicine, Centre de Coopération Internationale en Recherche Agronomique pour le Développement, Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicales

Language: English

Topic: Plant Gene Expression Analysis

Subfield: Molecular Biology

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

SDG: Zero hunger

Open Access status: gold

Estimated APC paid: $2,654