Evidence map›Paper›PMID 41566194›Full record

ArticleBMC plant biology2026

Annual transcriptomic trajectory of grapevine buds reveals the coordinated regulation of thiamine and stilbenoid biosynthesis during winter dormancy.

Tomas Konecny, Armine Asatryan, Hans Binder

Abstract read
In one paragraph

Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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

3 authors.

Tomas Konecny *Interdisciplinary Centre for Bioinformatics, University of Leipzig, Leipzig, 04107, Germany. tomas.konecny@abi.am.
Armine Asatryan *Armenian Bioinformatics Institute, Yerevan, 0014, Armenia.
Hans BinderInterdisciplinary Centre for Bioinformatics, University of Leipzig, Leipzig, 04107, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bud dormancy is a critical survival strategy for perennial plants in temperate climates to endure winter, involving complex transcriptional reprogramming. While previous studies have investigated gene expression during discrete phases of the grapevine bud annual cycle, a holistic understanding requires an integrated, season-wide analysis.We conducted a meta-analysis by combining and reexamining the transcriptomic data from two seminal studies on grapevine bud development. Using Self-Organizing Maps, we parsed the combined gene expression data into three major clusters corresponding to distinct seasonal activities, which we termed “summer-upregulated,” “winter-upregulated,” and “intermediate.” Our analysis revealed that genes whose expression was predominantly upregulated during the winter months were significantly enriched in Gene Ontology terms related to stilbenoid biosynthesis and thiamine biosynthesis. This finding prompted a deeper investigation into these two pathways. We observed profound and coordinated upregulation of key genes in both pathways during the coldest winter months, suggesting that these genes are integral components of the bud’s strategy for surviving low temperatures and maintaining viability. These results confirm the role of stilbenoids as stress-responsive compounds and reveal a novel role for thiamine biosynthesis in the molecular mechanisms of grapevine bud dormancy.

Indexed as

Plant DormancyStilbenesThiamineTranscriptomeVitisGene Expression ProfilingGene Expression Regulation, PlantSeasonsStilbenesThiamineBud transcriptomics reanalysisMachine learningSelf-organizing mapsStilbenoid biosynthesisThiamine biosynthesisVitis vinifera

Identifiers

PMID41566194
PMCPMC12905876

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Registered trials

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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.