Integrated mRNA and microRNA transcriptome analysis reveals miRNA regulation in response to PVA in potato
Open Access
- 5 December 2017
- journal article
- research article
- Published by Springer Nature in Scientific Reports
- Vol. 7 (1) , 16925
Abstract
Potato (Solanum tuberosum L.) is the fourth most important crop worldwide. Potato virus A (PVA) is one of the most harmful viruses infecting potatoes. However, the molecular mechanisms governing the responses to PVA infection in potato at the transcriptional and post-transcriptional levels are not well understood. In this study, we performed both mRNA and small RNA sequencing in potato leaves to identify the genes and miRNAs involved in the response to PVA infection. A total of 2,062 differentially expressed genes (DEGs) and 201 miRNAs (DEMs) were identified, respectively. Gene ontology (GO) and KEGG analysis revealed that these DEGs were involved in the transduction of pathogen signals, transcriptional reprogramming, induction of hormone signaling, activation of pathogenesis-related (PR) genes, and changes in secondary metabolism. Small RNA sequencing revealed 58 miRNA-mRNA interactions related to PVA infection. Some of the miRNAs (stu-miR482d-3p, stu-miR397-5p, etc) which target PR genes showed negative correlations between the DEMs and DEGs. Eight of the DEGs and three DEMs with their target genes were further validated by quantitative real time-PCR (qRT-PCR). Overall, this study provides a transcriptome-wide insight into the molecular basis of resistance to PVA infection in potato leaves and potenital candidate genes for improving resistance cultivars.Keywords
This publication has 56 references indexed in Scilit:
- Identification and characterization of miRNAome in root, stem, leaf and tuber developmental stages of potato (Solanum tuberosum L.) by high-throughput sequencingBMC Plant Biology, 2014
- Insights into organ-specific pathogen defense responses in plants: RNA-seq analysis of potato tuber-Phytophthora infestans interactionsBMC Genomics, 2013
- Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and CufflinksNature Protocols, 2012
- miRDeep2 accurately identifies known and hundreds of novel microRNA genes in seven animal cladesNucleic Acids Research, 2011
- Genome sequence and analysis of the tuber crop potatoNature, 2011
- psRNATarget: a plant small RNA target analysis serverNucleic Acids Research, 2011
- miRBase: integrating microRNA annotation and deep-sequencing dataNucleic Acids Research, 2010
- Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiationNature Biotechnology, 2010
- agriGO: a GO analysis toolkit for the agricultural communityNucleic Acids Research, 2010
- Analysis of Relative Gene Expression Data Using Real-Time Quantitative PCR and the 2−ΔΔCT MethodMethods, 2001