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result(s) for
"Barling, Adam"
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A framework genetic map for Miscanthus sinensis from RNAseq-based markers shows recent tetraploidy
by
Xie, Liang
,
Jezowski, Stanislaw
,
Chae, Won Byoung
in
Alleles
,
Animal Genetics and Genomics
,
Biofuels
2012
Background
Miscanthus
(subtribe Saccharinae, tribe Andropogoneae, family Poaceae) is a genus of temperate perennial C4 grasses whose high biomass production makes it, along with its close relatives sugarcane and sorghum, attractive as a biofuel feedstock. The base chromosome number of
Miscanthus
(x = 19) is different from that of other Saccharinae and approximately twice that of the related
Sorghum bicolor
(x = 10), suggesting large-scale duplications may have occurred in recent ancestors of
Miscanthus
. Owing to the complexity of the
Miscanthus
genome and the complications of self-incompatibility, a complete genetic map with a high density of markers has not yet been developed.
Results
We used deep transcriptome sequencing (RNAseq) from two
M. sinensis
accessions to define 1536 single nucleotide variants (SNVs) for a GoldenGate™ genotyping array, and found that simple sequence repeat (SSR) markers defined in sugarcane are often informative in
M. sinensis
. A total of 658 SNP and 210 SSR markers were validated via segregation in a full sibling F1 mapping population. Using 221 progeny from this mapping population, we constructed a genetic map for
M. sinensis
that resolves into 19 linkage groups, the haploid chromosome number expected from cytological evidence. Comparative genomic analysis documents a genome-wide duplication in
Miscanthus
relative to
Sorghum bicolor
, with subsequent insertional fusion of a pair of chromosomes. The utility of the map is confirmed by the identification of two paralogous C4-pyruvate, phosphate dikinase (C4-PPDK) loci in
Miscanthus
, at positions syntenic to the single orthologous gene in
Sorghum
.
Conclusions
The genus
Miscanthus
experienced an ancestral tetraploidy and chromosome fusion prior to its diversification, but after its divergence from the closely related sugarcane clade. The recent timing of this tetraploidy complicates discovery and mapping of genetic markers for
Miscanthus
species, since alleles and fixed differences between paralogs are comparable. These difficulties can be overcome by careful analysis of segregation patterns in a mapping population and genotyping of doubled haploids. The genetic map for
Miscanthus
will be useful in biological discovery and breeding efforts to improve this emerging biofuel crop, and also provide a valuable resource for understanding genomic responses to tetraploidy and chromosome fusion.
Journal Article
Genome biology of the paleotetraploid perennial biomass crop Miscanthus
2020
Miscanthus
is a perennial wild grass that is of global importance for paper production, roofing, horticultural plantings, and an emerging highly productive temperate biomass crop. We report a chromosome-scale assembly of the paleotetraploid
M. sinensis
genome, providing a resource for
Miscanthus
that links its chromosomes to the related diploid
Sorghum
and complex polyploid sugarcanes. The asymmetric distribution of transposons across the two homoeologous subgenomes proves
Miscanthus
paleo-allotetraploidy and identifies several balanced reciprocal homoeologous exchanges. Analysis of
M. sinensis
and
M. sacchariflorus
populations demonstrates extensive interspecific admixture and hybridization, and documents the origin of the highly productive triploid bioenergy crop
M. × giganteus
. Transcriptional profiling of leaves, stem, and rhizomes over growing seasons provides insight into rhizome development and nutrient recycling, processes critical for sustainable biomass accumulation in a perennial temperate grass. The
Miscanthus
genome expands the power of comparative genomics to understand traits of importance to Andropogoneae grasses.
The perennial grass
Miscanthus
is a promising biomass crop. Here, via genomics and transcriptomics, the authors reveal its allotetraploid origin, characterize gene expression associated with rhizome development and nutrient recycling, and describe the hybrid origin of the triploid
M. x giganteus
.
Journal Article
A detailed gene expression study of the Miscanthus genus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
by
Alabady, Magdy
,
Hudson, Matthew E
,
Kirkpatrick, Jessica
in
Aquatic plants
,
BASIC BIOLOGICAL SCIENCES
,
Biofuels
2013
The Miscanthus genus of perennial C4 grasses contains promising biofuel crops for temperate climates. However, few genomic resources exist for Miscanthus, which limits understanding of its interesting biology and future genetic improvement. A comprehensive catalog of expressed sequences were generated from a variety of Miscanthus species and tissue types, with an emphasis on characterizing gene expression changes in spring compared to fall rhizomes.
Illumina short read sequencing technology was used to produce transcriptome sequences from different tissues and organs during distinct developmental stages for multiple Miscanthus species, including Miscanthus sinensis, Miscanthus sacchariflorus, and their interspecific hybrid Miscanthus × giganteus. More than fifty billion base-pairs of Miscanthus transcript sequence were produced. Overall, 26,230 Sorghum gene models (i.e., ~ 96% of predicted Sorghum genes) had at least five Miscanthus reads mapped to them, suggesting that a large portion of the Miscanthus transcriptome is represented in this dataset. The Miscanthus × giganteus data was used to identify genes preferentially expressed in a single tissue, such as the spring rhizome, using Sorghum bicolor as a reference. Quantitative real-time PCR was used to verify examples of preferential expression predicted via RNA-Seq. Contiguous consensus transcript sequences were assembled for each species and annotated using InterProScan. Sequences from the assembled transcriptome were used to amplify genomic segments from a doubled haploid Miscanthus sinensis and from Miscanthus × giganteus to further disentangle the allelic and paralogous variations in genes.
This large expressed sequence tag collection creates a valuable resource for the study of Miscanthus biology by providing detailed gene sequence information and tissue preferred expression patterns. We have successfully generated a database of transcriptome assemblies and demonstrated its use in the study of genes of interest. Analysis of gene expression profiles revealed biological pathways that exhibit altered regulation in spring compared to fall rhizomes, which are consistent with their different physiological functions. The expression profiles of the subterranean rhizome provides a better understanding of the biological activities of the underground stem structures that are essentials for perenniality and the storage or remobilization of carbon and nutrient resources.
Journal Article
A detailed gene expression study of the Miscanthusgenus reveals changes in the transcriptome associated with the rejuvenation of spring rhizomes
by
Alabady, Magdy
,
Hudson, Matthew E
,
Kirkpatrick, Jessica
in
Animal Genetics and Genomics
,
Biomedical and Life Sciences
,
Energy crops
2013
Background
The
Miscanthus
genus of perennial C4 grasses contains promising biofuel crops for temperate climates. However, few genomic resources exist for
Miscanthus
, which limits understanding of its interesting biology and future genetic improvement. A comprehensive catalog of expressed sequences were generated from a variety of
Miscanthus
species and tissue types, with an emphasis on characterizing gene expression changes in spring compared to fall rhizomes.
Results
Illumina short read sequencing technology was used to produce transcriptome sequences from different tissues and organs during distinct developmental stages for multiple
Miscanthus
species, including
Miscanthus sinensis
,
Miscanthus sacchariflorus
, and their interspecific hybrid
Miscanthus
×
giganteus
. More than fifty billion base-pairs of
Miscanthus
transcript sequence were produced. Overall, 26,230
Sorghum
gene models (i.e., ~ 96% of predicted
Sorghum
genes) had at least five
Miscanthus
reads mapped to them, suggesting that a large portion of the
Miscanthus
transcriptome is represented in this dataset. The
Miscanthus
×
giganteus
data was used to identify genes preferentially expressed in a single tissue, such as the spring rhizome, using
Sorghum bicolor
as a reference. Quantitative real-time PCR was used to verify examples of preferential expression predicted via RNA-Seq. Contiguous consensus transcript sequences were assembled for each species and annotated using InterProScan. Sequences from the assembled transcriptome were used to amplify genomic segments from a doubled haploid
Miscanthus sinensis
and from
Miscanthus
×
giganteus
to further disentangle the allelic and paralogous variations in genes.
Conclusions
This large expressed sequence tag collection creates a valuable resource for the study of
Miscanthus
biology by providing detailed gene sequence information and tissue preferred expression patterns. We have successfully generated a database of transcriptome assemblies and demonstrated its use in the study of genes of interest. Analysis of gene expression profiles revealed biological pathways that exhibit altered regulation in spring compared to fall rhizomes, which are consistent with their different physiological functions. The expression profiles of the subterranean rhizome provides a better understanding of the biological activities of the underground stem structures that are essentials for perenniality and the storage or remobilization of carbon and nutrient resources.
Journal Article
RNA-Seq driven analysis of seasonal gene expression variation in Miscanthus x giganteus
2013
Miscanthus × giganteus is a C4 grass that has generated a large amount of interest as a potential biofuel crop due to its high level of biomass production, its perenniality, and its sterility. In this study, two separate M. × giganteus RNA-Seq datasets were generated to help explore the characteristics of M. × giganteus at the level of gene expression: a ten-tissue dataset suitable for examining genes with tissue-preferred expression, and a twenty-four sample dataset for examining the changes in gene expression that occur over the growing season. Aided by these datasets, aspects and potential mediators of M. × giganteus’ seasonal developmental cycle and changes in the utilization, storage, and long-distance mobilization and remobilization of the essential nutrient nitrogen have been studied. These RNA-Seq datasets have been verified with RT-qPCR and compared to amino acid and elemental concentration profiles; as a result, many seasonal changes in gene expression corresponding to the growth and development of M. × giganteus have been documented in order to better define the traits that make this crop such an outstanding biofuel candidate.
Dissertation