Evidence map›Paper›PMID 41214503›Full record

ArticleBMC genomics2025

Integrated physiological, biochemical, and transcriptomic analysis of the cold-sensitive response in Mussaenda anomala.

Zhongcheng Peng, Yingliang Liu, Xuan Tan, Zhongwei He, Wulan Huang, Dayi Xie, Shiyi Mu, Qian Huang, Yunjie Hu, Lili Zhan and 5 more

Abstract read
In one paragraph

Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

15 authors.

Zhongcheng Peng *School of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Yingliang Liu *School of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China. liuyl-23@126.com.
Xuan TanSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Zhongwei HeSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Wulan HuangSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Dayi XieSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Shiyi MuSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Qian HuangSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Yunjie HuSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Lili ZhanSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Ping GuiCollege of Agriculture, Tongren Polytechnic College, Tongren, Guizhou Province, 554300, China.
Xiao WangCollege of Agriculture, Anshun University, Anshun, Guizhou Province, 561000, China.
Guanglin TaoQiandongnan Forestry Scientific Research Institute, Kaili, Guizhou Province, 556000, China.
Yang YangSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China.
Gaoyin WuSchool of Life Sciences, Guizhou Normal University, Guiyang, Guizhou Province, 550025, China. wugaoyin1234@163.com.

Funding

Guizhou Key Laboratory of Forest Cultivation in Plateau Mountain Qian ke he ping tai ZSYS(2025)025Guizhou Province Forest Seedling Cultivation Subsidy Project 2024-ZM-03Guizhou Province Technology Planning Project Qiankehe Basic-ZK [2023] General 023National Natural Science Foundation of China U1812401New Seedling Program of Guizhou Normal University grant code 2021-B05
6 · The paper itself

Abstract

Mussaenda anomala exhibits high sensitivity to low-temperature stress, but its molecular adaptation mechanisms remain poorly understood. In this study, tissue-cultured seedlings were exposed to temperature gradients (25 °C as control, 12 °C, 4 °C, and 0 °C) to investigate cold-stress responses. Physiological analyses revealed increased oxidative damage (increased levels of H₂O₂, relative electrolyte conductivity (REC) and malondialdehyde (MDA)) and chloroplast/mitochondrial impairment, accompanied by downregulation of photosynthetic genes (Psb/Psa/LHCA/LHCB). The plants activated multi-level defenses, including stomatal closure, palisade tissue thickening, starch accumulation, and upregulation of starch/sucrose metabolism genes (SS/Amy). Antioxidant systems (SOD/POD/CAT) were enhanced, alongside hormonal reprogramming (ABA/JA accumulation with auxin suppression). Weighted gene co-expression network analysis (WGCNA) revealed three co-expression modules containing 12 hub genes (BKI1-like, PAO2-like, CDPK1 etc.) potentially regulating cold adaptation. These findings provide the first comprehensive molecular characterization of M. anomala's cold stress response, offering valuable targets for breeding cold-tolerant ornamental plants.

Indexed as

Cold-Shock ResponseGene Expression ProfilingTranscriptomeCold TemperatureGene Expression Regulation, PlantGene Regulatory NetworksOxidative StressPhotosynthesisPlant ProteinsPlant ProteinsEndogenous hormonesLow-temperature stressMussaenda anomalaStarch and sucrose metabolism

Identifiers

PMID41214503
PMCPMC12604334

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.