ArticleInternational journal of molecular sciences2022
Insights into the Transcriptional Reprogramming in Tomato Response to PSTVd Variants Using Network Approaches.
Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
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Who cites it
5 citing papers in PubMed, 10 citations in OpenAlex.
- MicroRNA-mediated regulation of cell wall dynamics and intercellular communication under stress.Frontiers in plant science · 2026Review
- Article
- Transcriptomic analysis reveals the gene regulatory networks involved in leaf and root response to osmotic stress in tomato.Frontiers in plant science · 2023Article
- Insights into the Transcriptional Reprogramming in Tomato Response to PSTVd Variants Using Network Approaches.International journal of molecular sciences · 2022Article
- Viroid-Derived siRNAs: Minimal RNAs Driving Multiscale Perturbations of Host Regulatory Systems.Wiley interdisciplinary reviews. RNAReview
Corrections and comments
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Authors and funding
7 authors at 5 institutions in 3 countries.
Funding
Abstract
Viroids are the smallest pathogens of angiosperms, consisting of non-coding RNAs that cause severe diseases in agronomic crops. Symptoms associated with viroid infection are linked to developmental alterations due to genetic regulation. To understand the global mechanisms of host viroid response, we implemented network approaches to identify master transcription regulators and their differentially expressed targets in tomato infected with mild and severe variants of PSTVd. Our approach integrates root and leaf transcriptomic data, gene regulatory network analysis, and identification of affected biological processes. Our results reveal that specific bHLH, MYB, and ERF transcription factors regulate genes involved in molecular mechanisms underlying critical signaling pathways. Functional enrichment of regulons shows that bHLH-MTRs are linked to metabolism and plant defense, while MYB-MTRs are involved in signaling and hormone-related processes. Strikingly, a member of the bHLH-TF family has a specific potential role as a microprotein involved in the post-translational regulation of hormone signaling events. We found that ERF-MTRs are characteristic of severe symptoms, while ZNF-TF, tf3a-TF, BZIP-TFs, and NAC-TF act as unique MTRs. Altogether, our results lay a foundation for further research on the PSTVd and host genome interaction, providing evidence for identifying potential key genes that influence symptom development in tomato plants.
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Registered trials
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