skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Transcriptome Profiling of Rust Resistance in Switchgrass Using RNA-Seq Analysis

Journal Article · · The Plant Genome
 [1];  [2];  [3];  [3];  [4];  [5];  [1]
  1. Samuel Roberts Noble Foundation, Ardmore, OK (United States). Forage Improvement Division; Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Dept. of Energy
  2. Samuel Roberts Noble Foudnation, Ardmore, OK (United States). Plant Biology Division; Dupont Knowledge Center, Telangana (India). Dupont Pioneer
  3. Samuel Roberts Noble Foundation, Ardmore, OK (United States). Computing Services
  4. Samuel Roberts Noble Foudnation, Ardmore, OK (United States). Plant Biology Division; Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Dept. of Energy
  5. Samuel Roberts Noble Foudnation, Ardmore, OK (United States). Plant Biology Division

Switchgrass rust caused by Puccinia emaculata is a major limiting factor for switchgrass (Panicum virgatum L.) production, especially in monoculture. Natural populations of switchgrass displayed diverse reactions to P. emaculata when evaluated in an Ardmore, OK, field. In order to identify the differentially expressed genes during the rust infection process and the mechanisms of switchgrass rust resistance, transcriptome analysis using RNA-Seq was conducted in two pseudo-F 1 parents ('PV281' and 'NFGA472'), and three moderately resistant and three susceptible progenies selected from a three-generation, four-founder switchgrass population (K5 x A4) x (AP13 x VS16). On average, 23.5 million reads per sample (leaf tissue was collected at 0, 24, and 60 h post-inoculation (hpi)) were obtained from paired-end (2 x 100 bp) sequencing on the Illumina HiSeq2000 platform. Furthermore, mapping of the RNA-Seq reads to the switchgrass reference genome (AP13 ver. 1.1 assembly) constructed a total of 84,209 transcripts from 98,007 gene loci among all of the samples. Further analysis revealed that host defense- related genes, including the nucleotide binding site-leucinerich repeat domain containing disease resistance gene analogs, play an important role in resistance to rust infection. Rust-induced gene (RIG) transcripts inherited across generations were identified. The rust-resistant gene transcripts can be a valuable resource for developing molecular markers for rust resistance. Finally we identified the rust-resistant genotypes and gene transcripts which can expedite rust-resistant cultivar development in switchgrass.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1334446
Journal Information:
The Plant Genome, Vol. 8, Issue 2; ISSN 1940-3372
Publisher:
Alliance of Crop, Soil, and Environmental Science SocietiesCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 17 works
Citation information provided by
Web of Science

References (94)

The Gene Ontology (GO) database and informatics resource journal January 2004
Integrating transcriptional, metabolomic, and physiological responses to drought stress and recovery in switchgrass (Panicum virgatum L.) journal January 2014
Comparison of the expression profiles of susceptible and resistant Eucalyptus grandis exposed to Puccinia psidii Winter using SAGE journal January 2007
An extensive microarray analysis of AAL-toxin-induced cell death in Arabidopsis thaliana brings new insights into the complexity of programmed cell death in plants journal May 2004
Characterization of the Rust Fungus, Puccinia emaculata, and Evaluation of Genetic Variability for Rust Resistance in Switchgrass Populations journal October 2012
Switchgrass (Panicum virgatum L) flag leaf transcriptomes reveal molecular signatures of leaf development, senescence, and mineral dynamics journal August 2014
Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation journal May 2010
Differential gene expression in incompatible interaction between wheat and stripe rust fungus revealed by cDNA-AFLP and comparison to compatible interaction journal January 2010
The defensive role of nonspecific lipid-transfer proteins in plants journal February 1995
Evolutionary genetics of plant adaptation journal July 2011
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome journal January 2009
The BBX family of plant transcription factors journal July 2014
TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions journal January 2013
REVIGO Summarizes and Visualizes Long Lists of Gene Ontology Terms journal July 2011
Differences in Plant Type and Reaction to Rust among Several Collections of Panicum Virgatum L.1 journal January 1941
Switchgrass Genomic Diversity, Ploidy, and Evolution: Novel Insights from a Network-Based SNP Discovery Protocol journal January 2013
Complete Switchgrass Genetic Maps Reveal Subgenome Collinearity, Preferential Pairing and Multilocus Interactions journal April 2010
Development and characterization of microsatellites for switchgrass rust fungus (Puccinia emaculata) journal October 2010
Structural and functional insight into the universal stress protein family journal March 2013
Generation of Transcript Assemblies and Identification of Single Nucleotide Polymorphisms from Seven Lowland and Upland Cultivars of Switchgrass journal July 2014
Identification of novel transcripts in annotated genomes using RNA-Seq journal June 2011
Differential analysis of gene regulation at transcript resolution with RNA-seq journal December 2012
Hydrogen Peroxide in Plants: a Versatile Molecule of the Reactive Oxygen Species Network journal January 2008
Metallothionein: the multipurpose protein journal April 2002
Linkage Maps of Lowland and Upland Tetraploid Switchgrass Ecotypes journal March 2013
Plant systems for recognition of pathogen-associated molecular patterns journal December 2009
Improving RNA-Seq expression estimates by correcting for fragment bias journal January 2011
The plant immune system journal November 2006
Integrating transcriptional, metabolomic, and physiological responses to drought stress and recovery in switchgrass (Panicum virgatum L.) journal January 2014
Wound healing in plants: Cooperation of copper amine oxidase and flavin-containing polyamine oxidase journal March 2008
Spinach CSP41, an mRNA-Binding Protein and Ribonuclease, Is Homologous to Nucleotide-Sugar Epimerases and Hydroxysteroid Dehydrogenases journal July 1998
Primary Metabolism and Plant Defense—Fuel for the Fire journal May 2009
Primary Metabolism and Plant Defense—Fuel for the Fire journal May 2009
Structure and function of plant aspartic proteinases: Plant aspartic proteinases journal May 2004
Metallothionein: the multipurpose protein journal April 2002
Investigation of genomic organization in switchgrass (Panicum virgatum L.) using DNA markers journal April 2005
Lipid-Transfer Proteins in Plants journal June 1996
Comparative Transcriptome Profiling of the Early Response to Magnaporthe oryzae in Durable Resistant vs Susceptible Rice (Oryza sativa L.) Genotypes journal December 2012
Transcriptome analysis and gene expression atlas for Panicum hallii var. filipes, a diploid model for biofuel research: Panicum hallii transcriptome and gene atlas journal March 2012
TopHat-Fusion: an algorithm for discovery of novel fusion transcripts journal January 2011
Genetic Linkage Mapping and Transmission Ratio Distortion in a Three-Generation Four-Founder Population of Panicum virgatum (L.) journal March 2014
Investigation of genomic organization in switchgrass (Panicum virgatum L.) using DNA markers journal April 2005
WormBase: a multi-species resource for nematode biology and genomics journal January 2004
Hydrogen Peroxide in Plants: a Versatile Molecule of the Reactive Oxygen Species Network journal January 2008
agriGO: a GO analysis toolkit for the agricultural community journal April 2010
Complex regulation of ABA biosynthesis in plants journal January 2002
Programmed cell death in the plant immune system journal April 2011
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome journal January 2009
Interaction-Dependent Gene Expression in Mla -Specified Response to Barley Powdery Mildew journal August 2004
Phosphoenolpyruvate carboxylase: three-dimensional structure and molecular mechanisms journal June 2003
Characterization of the Rust Fungus, Puccinia emaculata, and Evaluation of Genetic Variability for Rust Resistance in Switchgrass Populations journal October 2012
Two modes of pathogen recognition by plants journal May 2006
The National Center for Biotechnology Information's Protein Clusters Database journal October 2008
Structure and function of plant aspartic proteinases: Plant aspartic proteinases journal May 2004
Evolution and differential expression of the (1→3)-β-glucan endohydrolaseencoding gene family in barley, Hordeum vulgare journal October 1992
The sng2 mutant of Arabidopsis is defective in the gene encoding the serine carboxypeptidase-like protein sinapoylglucose:choline sinapoyltransferase: The sng2 mutant of Arabidopsis journal October 2001
First Report of Rust on Switchgrass ( Panicum virgatum ) Caused by Puccinia emaculata in Tennessee journal December 2008
First Report of Rust Caused by Puccinia emaculata on Switchgrass in Arkansas journal March 2010
12-Oxo-Phytodienoic Acid Triggers Expression of a Distinct Set of Genes and Plays a Role in Wound-Induced Gene Expression in Arabidopsis journal October 2005
TopHat: discovering splice junctions with RNA-Seq journal March 2009
Mapping and quantifying mammalian transcriptomes by RNA-Seq journal May 2008
Transcriptome analysis and gene expression atlas for Panicum hallii var. filipes, a diploid model for biofuel research: Panicum hallii transcriptome and gene atlas journal March 2012
Functions of amine oxidases in plant development and defence journal February 2006
Development and characterization of microsatellites for switchgrass rust fungus (Puccinia emaculata) journal October 2010
Gene Ontology: tool for the unification of biology journal May 2000
First Report of Rust on Switchgrass ( Panicum virgatum ) Caused by Puccinia emaculata in Tennessee journal December 2008
Genetic Variation for Infection in Switchgrass journal January 2003
Development of an integrated transcript sequence database and a gene expression atlas for gene discovery and analysis in switchgrass ( Panicum virgatum L.) journal February 2013
Contrasting Metabolism in Perenniating Structures of Upland and Lowland Switchgrass Plants Late in the Growing Season journal August 2014
Linkage Maps of Lowland and Upland Tetraploid Switchgrass Ecotypes journal March 2013
Evolution and differential expression of the (1→3)-β-glucan endohydrolaseencoding gene family in barley, Hordeum vulgare journal October 1992
An extensive microarray analysis of AAL-toxin-induced cell death in Arabidopsis thaliana brings new insights into the complexity of programmed cell death in plants journal May 2004
TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions journal January 2013
Differential gene expression in incompatible interaction between wheat and stripe rust fungus revealed by cDNA-AFLP and comparison to compatible interaction journal January 2010
Allelic mutant series reveal distinct functions for Arabidopsis cycloartenol synthase 1 in cell viability and plastid biogenesis journal February 2008
First Report of Rust Caused by Puccinia emaculata on Switchgrass in Arkansas journal March 2010
Improving RNA-Seq expression estimates by correcting for fragment bias journal January 2011
Exploring the Switchgrass Transcriptome Using Second-Generation Sequencing Technology journal March 2012
Analysis of differentially expressed genes in leaf rust infected bread wheat involving seedling resistance gene Lr28 journal January 2011
TopHat-Fusion: an algorithm for discovery of novel fusion transcripts journal January 2011
Identification of 118 Arabidopsis Transcription Factor and 30 Ubiquitin-Ligase Genes Responding to Chitin, a Plant-Defense Elicitor journal August 2007
Fast gapped-read alignment with Bowtie 2 journal March 2012
Erratum to: Quantitative Trait Loci (QTL) Underlying Biomass Yield and Plant Height in Switchgrass journal September 2014
The ubiquitin-proteasome system journal March 2006
Semantic Similarity in Biomedical Ontologies journal July 2009
High-throughput deep sequencing shows that microRNAs play important roles in switchgrass responses to drought and salinity stress journal November 2013
Natural products and plant disease resistance journal June 2001
Phosphoenolpyruvate carboxylase: three-dimensional structure and molecular mechanisms journal June 2003
The defensive role of nonspecific lipid-transfer proteins in plants journal February 1995
Chapter 10 Transcriptional Regulation of Plant Defense Responses book January 2009
Expression, purification and characterization of recombinant sucrose synthase 1 from Solanum tuberosum L. for carbohydrate engineering journal January 2004
The sng2 mutant of Arabidopsis is defective in the gene encoding the serine carboxypeptidase-like protein sinapoylglucose:choline sinapoyltransferase: The sng2 mutant of Arabidopsis journal October 2001
Plant pattern-recognition receptors journal July 2014
Quantitative Trait Loci (QTL) Underlying Biomass Yield and Plant Height in Switchgrass journal August 2014

Cited By (10)

Identification, characterization, and gene expression analysis of nucleotide binding site (NB)-type resistance gene homologues in switchgrass journal November 2016
Mapping of a dominant rust resistance gene revealed two R genes around the major Rust_QTL in cultivated peanut (Arachis hypogaea L.) journal May 2018
New insight into the species diversity and life cycles of rust fungi (Pucciniales) affecting bioenergy switchgrass (Panicum virgatum) in the Eastern and Central United States journal October 2018
Fall armyworm (Spodoptera frugiperda Smith) feeding elicits differential defense responses in upland and lowland switchgrass journal June 2019
Genome-wide identification of histone methylation (H3K9me2) and acetylation (H4K12ac) marks in two ecotypes of switchgrass (Panicum virgatum L.) journal August 2019
Transcriptome divergence during leaf development in two contrasting switchgrass (Panicum virgatum L.) cultivars journal September 2019
Transcriptome analysis in switchgrass discloses ecotype difference in photosynthetic efficiency journal December 2016
Transcriptomic signature of drought response in pearl millet (Pennisetum glaucum (L.) and development of web-genomic resources journal February 2018
Comparative transcriptome profiling of upland (VS16) and lowland (AP13) ecotypes of switchgrass journal November 2016
De novo Transcriptome Sequencing to Dissect Candidate Genes Associated with Pearl Millet-Downy Mildew (Sclerospora graminicola Sacc.) Interaction journal June 2016

Similar Records

Related Subjects