CaltechAUTHORS
  A Caltech Library Service

An integrative approach: using transcriptomic data and network analysis of transcriptional reprogramming in tomato response to PSTVd variants

Aviña-Padilla, Katia and Zambada-Moreno, Octavio and Herrera-Oropeza, Gabriel Emilio and Jimenez-Limas, Marco A. and Abrahamian, Peter and Hammond, Rosemarie W. and Hernández-Rosales, Maribel (2022) An integrative approach: using transcriptomic data and network analysis of transcriptional reprogramming in tomato response to PSTVd variants. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20220218-161686700

[img] PDF - Submitted Version
Creative Commons Attribution Non-commercial No Derivatives.

1MB

Use this Persistent URL to link to this item: https://resolver.caltech.edu/CaltechAUTHORS:20220218-161686700

Abstract

Viroids are minimal 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 molecular mechanisms of host response, we implemented an omics approach to identify master transcription regulators (MTRs) 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. Overall, 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 regulation and hormone-related processes. Strikingly, a member of the bHLH-TF family have a potential specific role as a microprotein involved in the post-translational regulation of hormone signaling events. For the severe variant, ERF-MTRs are characteristic, 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.


Item Type:Report or Paper (Discussion Paper)
Related URLs:
URLURL TypeDescription
https://doi.org/10.1101/2022.02.02.478822DOIArticle
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE111736Related ItemData
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE106912Related ItemData
https://github.com/MarcoJL9/Network-analysis-of-root-and-leaf-transcriptome-integrationRelated ItemCode
ORCID:
AuthorORCID
Aviña-Padilla, Katia0000-0002-6338-7930
Herrera-Oropeza, Gabriel Emilio0000-0003-1737-196X
Hammond, Rosemarie W.0000-0001-5815-6655
Hernández-Rosales, Maribel0000-0003-1878-1223
Additional Information:The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license. This version posted February 4, 2022. We would like to thank Dr. Aneta Więsyk for her support in providing the datasets used in the current paper. For technical support we thank Felipe de Jesús Rodríguez Gaxiola. For critical suggestions, we thank Dr. Hugo Antonio Tovar Romero. The authors declare no conflict of interest.
Subject Keywords:regulation of gene expression; master transcription factors; microproteins; plant-pathogen bioinformatics; biological networks analysis, tomato, non-coding RNAs, interactome
DOI:10.1101/2022.02.02.478822
Record Number:CaltechAUTHORS:20220218-161686700
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20220218-161686700
Official Citation:An integrative approach: using transcriptomic data and network analysis of transcriptional reprogramming in tomato response to PSTVd variants. Katia Aviña-Padilla, Octavio Zambada-Moreno, Gabriel Emilio Herrera-Oropeza, Marco A. Jimenez-Limas, Peter Abrahamian, Rosemarie W. Hammond, Maribel Hernández-Rosales. bioRxiv 2022.02.02.478822; doi: https://doi.org/10.1101/2022.02.02.478822
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:113513
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:18 Feb 2022 23:42
Last Modified:22 Feb 2022 18:05

Repository Staff Only: item control page