Evidence map›Paper›PMID 42174421›Full record

ArticleBMC plant biology2026

Integrated metabolomics and transcriptomics reveal sugar metabolism associated with cold tolerance in chrysanthemum.

Zhaoqin Kou, Yanhong Zhang, Di Wu, Qiuying Pang, Yuhua Li, Yang Zhang, Yanqiang Gao, Le Guan

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Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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8 authors.

Zhaoqin KouCollege of Life Science, Northeast Forestry University, Harbin, 150040, China.
Yanhong ZhangCollege of Life Science, Northeast Forestry University, Harbin, 150040, China.
Di WuCollege of Life Science, Northeast Forestry University, Harbin, 150040, China.
Qiuying PangCollege of Life Science, Northeast Forestry University, Harbin, 150040, China.
Yuhua LiCollege of Life Science, Northeast Forestry University, Harbin, 150040, China.
Yang ZhangCollege of Life Science, Northeast Forestry University, Harbin, 150040, China.
Yanqiang GaoCollege of Life Science, Northeast Forestry University, Harbin, 150040, China. yanqianggao@163.com.
Le GuanCollege of Biological and Food Engineering, Jilin University of Chemical Technology, Jilin, 132022, China. guanyue@jlict.edu.cn.

Funding

Fundamental Research Funds for the Central Universities 2572021BD04
6 · The paper itself

Abstract

backgroundThe ground-grown chrysanthemum (Chrysanthemum morifolium) is an important ornamental species valued for its stress resilience, particularly in cold regions. However, low temperature stress remains a major constraint on its growth and landscape utility. Understanding the molecular mechanism of its cold tolerance is crucial for breeding cold-resistant cultivars.

resultsWe performed metabolomic and transcriptomic analyses on the three chrysanthemum cultivars before and after exposure to the low temperature. Among the 1,371 detected metabolites, a subset of 21 sugar-related differential accumulation metabolites (DAMs) greatly responded to the low temperature. Under the low temperature, the chrysanthemum cultivars ZR and FSD activated metabolic defense mechanisms via the significant accumulation of key osmoprotectants, such as sucrose, trehalose, and raffinose, etc. Weighted gene co-expression network analysis (WGCNA) revealed two key modules, red and tan, which were significantly correlated with sugar-related metabolic changes. KEGG enrichment analysis established starch and sucrose metabolism as a central pathway in the cold response. Further transcriptional analysis suggested that transcription factors CmWRKY65 and CmLBD18 potentially integrated cold signaling with this pathway by directly regulating key biosynthesis genes. Additionally, we identified three putative SWEET genes, CHR00080209, CHR00064977, and CHR00048779, which may be involved in sucrose transport into vacuoles and could potentially contribute to mitigating cold-induced damage.

conclusionsThese findings delineate the role of sugar metabolism in the low‑temperature adaptation of Chrysanthemum morifolium and identify pivotal genetic resources for breeding cultivars with enhanced cold resilience. The results provide a mechanistic basis for prolonging the autumnal floral display period, thereby supporting the sustainable application of ground‑cover chrysanthemum in the late‑season landscapes of Northeast China.

Indexed as

Carbohydrate MetabolismChrysanthemumTranscriptomeCold TemperatureGene Expression ProfilingGene Expression Regulation, PlantMetabolomicsChrysanthemumCold stressMetabolomicsSugar metabolism

Identifiers

PMID42174421
PMCPMC13374171

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