Evidence map›Paper›PMID 39891068›Full record

ArticleBMC genomics2025

Integrated analysis of the transcriptome and hormone metabolome elucidates the regulatory mechanisms governing walnut bud germination.

Kai Zhao, Xiaofan Wu, Bo Liang, Shuang Gao, Jieyan Yang, Yan Bai, Yaru Wang, Xin Tian, Fang Wang, Xiuqing Yang

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. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Kai ZhaoCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China.
Xiaofan WuCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China.
Bo LiangCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China.
Shuang GaoCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China.
Jieyan YangCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China.
Yan BaiCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China.
Yaru WangCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China.
Xin TianResearch Institute of Pomology, Shanxi Agricultural University, Jinzhong, 030801, China.
Fang WangCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China. fangwangsxau@163.com.
Xiuqing YangCollege of Forestry, Shanxi Agricultural University, Jinzhong, 030801, China. xiuqingyang@sxau.edu.cn.

Funding

the Subproject of the Shanxi Province Major Special Project Plan for Science and Technology 202201140601027-5
6 · The paper itself

Abstract

The walnut (Juglans regia) is an important oilseed tree species characterized by its extensive distribution, high oil yield, and nutrient-dense kernels, which provide substantial economic benefits. However, the rising incidence of late-spring frosts, exacerbated by global climate change, has adversely affected walnut yields. A comprehensive understanding of the regulatory mechanisms involved in bud dormancy, germination, and development is essential for developing strategies to mitigate the effects of late-spring frosts and for breeding frost-resistant cultivars. This study focused on W13, a protogynous walnut variety with early germination of dormant buds in spring, employing a combination of transcriptomic and hormone metabolomic analyses. Our results emphasized four key biological processes-cellular response to ethylene stimulus, phenylpropanoid metabolic process, ethylene-activated signaling pathway, and monooxygenase activity-along with several relevant pathways, including plant hormone signal transduction, flavone and flavonol biosynthesis, biosynthesis of secondary metabolites, and MAPK signaling pathway, all crucial for walnut bud germination. Additionally, bud germination is closely associated with alterations in various hormone signaling pathways, including abscisic acid, auxin, cytokinin, ethylene, gibberellins, jasmonic acid, and salicylic acid. By assessing hormone levels and gene expression at different developmental stages, we pinpointed potential regulatory genes and critical hormones associated with bud germination. Furthermore, through weighted correlation network analysis, we constructed a co-expression network, identifying gene modules specifically expressed during dormancy, germination, budding, and leafing phases. The hub genes within these modules are likely pivotal in regulating walnut bud germination. Our analysis also revealed that genes from various transcription factor families are central within the co-expression network, indicating their significant roles in the bud germination process. Correlation network analysis of hormone and gene further illuminated the mechanisms through which genes and hormones jointly influence walnut bud germination. These findings establish a crucial molecular basis for a more comprehensive understanding of the mechanisms governing germination and development in dormant walnut buds.

Indexed as

GerminationJuglansMetabolomePlant Growth RegulatorsTranscriptomeGene Expression ProfilingGene Expression Regulation, PlantMetabolomicsPlant DormancySignal TransductionPlant Growth RegulatorsBud germinationHormoneTranscriptomeWalnut

Identifiers

PMID39891068
PMCPMC11786503

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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.