ArticleStress biology2025
Single-cell RNA sequencing reveals developmental trajectories and environmental regulation of callus formation in Arabidopsis.
Article in Stress biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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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.
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.
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Who cites it
3 citing papers in PubMed.
- Plant Regeneration: Influencing Factors, Regulatory Networks, and Epigenetic Mechanisms.International journal of molecular sciences · 2026Review
- Machine learning optimized callogenesis in Justicia gendarussa Burm. f. and phytochemical profiling of in vitro derived callus and leaf extracts.BMC biotechnology · 2026Article
- Evaluation of the efficiency of the optimal combination of hormonal, physical and biological stimuli in the induction and growth of callus inF1000Research · 2026Article
Corrections and comments
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Authors and funding
17 authors.
Funding
Abstract
Plant cells exhibit an extraordinary regenerative potential, achieving cellular totipotency by dedifferentiating to form new tissues. While significant progress has been made in understanding cell fate mechanisms, the regulatory networks governing callus cell development remain insufficiently explored, particularly regarding cell classification, morphology, and regulatory processes. This study provides a detailed investigation into the developmental dynamics and transcriptomic profiles of callus cells in Arabidopsis at key stages: initiation, proliferation, and greening. Employing single-cell RNA sequencing and UMAP-based clustering, we annotated cell clusters based on highly enriched gene expressions. Developmental trajectories were further mapped through pseudotime analysis, revealing distinct transcription factor networks. Additionally, functional analysis of key regulatory genes was conducted using mutant and overexpression lines, affirming their roles in callus development. Gene Ontology analysis highlighted the involvement of environmental factors-low oxygen and salinity promoted callus formation, while light inhibited it, though essential for greening. These findings shed light on the complex regulatory landscape of plant tissue regeneration and guide future research avenues.
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Registered trials
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.