Mockler Lab

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The genome of black raspberry (Rubus occidentalis).

Black raspberry (Rubus occidentalis) is an important specialty fruit crop in the U.S. Pacific Northwest that can hybridize with the globally commercialized red raspberry (R. idaeus). Here we report a 243 Mb draft genome of black raspberry that will serve as a useful reference...

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Single-molecule sequencing of the desiccation-tolerant grass Oropetium thomaeum.

Plant genomes, and eukaryotic genomes in general, are typically repetitive, polyploid and heterozygous, which complicates genome assembly1. The short read lengths of early Sanger and current next-generation sequencing platforms hinder assembly through complex repeat regions, and many draft and reference genomes are fragmented, lacking skewed GC and repetitive intergenic sequences, which are gaining importance due to projects like the Encyclopedia of DNA Elements (ENCODE)2. Here we report the whole-genome sequencing and assembly of the desiccation-tolerant grass Oropetium thomaeum..

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The pineapple genome and the evolution of CAM photosynthesis.

Pineapple (Ananas comosus (L.) Merr.) is the most economically valuable crop possessing crassulacean acid metabolism (CAM), a photosynthetic carbon assimilation pathway with high water-use efficiency, and the second most important tropical fruit. We sequenced the genomes of pineapple varieties F153 and MD2 and a wild pineapple relative, Ananas bracteatus accession CB5...

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A Versatile Phenotyping System and Analytics Platform Reveals Diverse Temporal Responses to Water Availability in Setaria.

Phenotyping has become the rate-limiting step in using large-scale genomic data to understand and improve agricultural crops. Here, the Bellwether Phenotyping Platform for controlled-environment plant growth and automated multimodal phenotyping is described. The system has capacity for 1140 plants, which pass daily through stations to record fluorescence, near-infrared, and visible images. Plant Computer Vision (PlantCV) was developed as open-source, hardware platform-independent software for quantitative image analysis...

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Editorial overview: Genome studies and molecular genetics: data-driven approaches to genotype-to-phenotype studies in crops

The goal of much of plant biology research is to understand and thus be able to manipulate phenotypes of important crop species. Decoding crop genomes has been a formidable challenge for many years due to their typically huge sizes, abundant repetitive regions, heterozygosity, and polyploidy. Therefore, plant biologists have heavily relied on studies of the reference plant, Arabidopsis, which has been the subject of a multitude of physiological, genetic, biochemical, molecular, and genomic studies. In recent years, next generation sequencing (NGS) has been a game changer in the field of crop science. NGS-based genomics overcomes many long-standing technical barriers that have made crop genomic challenging...

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Highly Specific Gene Silencing in a Monocot Species by Artificial MicroRNAs Derived From Chimeric MIRNA Precursors.

Artificial microRNAs (amiRNAs) are used for selective gene silencing in plants. However, current methods to produce amiRNA constructs for silencing transcripts in monocot species are not suitable for simple, cost-effective and large-scale synthesis. Here, a series of expression vectors based on Oryza sativa MIR390 (OsMIR390) precursor was developed for high-throughput cloning and high expression of amiRNAs in monocots.

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Transcriptional networks-crops, clocks, and abiotic stress.

Several factors affect the yield potential and geographical range of crops including the circadian clock, water availability, and seasonal temperature changes. In order to sustain and increase plant productivity on marginal land in the face of both biotic and abiotic stresses, we need to more efficiently generate stress-resistant crops through marker-assisted breeding, genetic modification, and new genome-editing technologies. To leverage these strategies for producing the next generation of crops, future transcriptomic data acquisition should be pursued with an appropriate temporal design and analyzed with a network-centric approach.

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Environmental Stresses Modulate Abundance and Timing of Alternatively Spliced Circadian Transcripts in Arabidopsis.

Environmental stresses profoundly altered accumulation of nonsense mRNAs including intron retaining (IR) transcripts in Arabidopsis. Temporal patterns of stress-induced IR mRNAs were dissected using both oscillating and non-oscillating transcripts. Broad range thermal cycles triggered a sharp increase in the long intron retaining CCA1 isoforms and altered their phasing to different times of day. Both abiotic and biotic stresses such as drought ...

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Translatome analyses capture of opposing tissue-specific brassinosteroid signals orchestrating root meristem differentiation.

The mechanisms ensuring balanced growth remain a critical question in developmental biology. In plants, this balance relies on spatiotemporal integration of hormonal signaling pathways, but the understanding of the precise contribution of each hormone is just beginning to take form. Brassinosteroid (BR) hormone is shown here to have opposing effects on root meristem size, depending on its site of action...

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Comparative analyses of C₄ and C₃ photosynthesis in developing leaves of maize and rice

C₄ and C₃ photosynthesis differ in the efficiency with which they consume water and nitrogen. Engineering traits of the more efficient C₄ photosynthesis into C₃ crops could substantially increase crop yields in hot, arid conditions. To identify differences between C₄ and C₃ photosynthetic mechanisms, we profiled metabolites and gene expression in the developing leaves of Zea mays (maize), a C₄ plant, and Oryza sativa (rice), a C₃ plant, using a statistical method named the unified developmental model (UDM)...

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The Spirodela polyrhiza genome reveals insights into its neotenous reduction fast growth and aquatic lifestyle.

The subfamily of the Lemnoideae belongs to a different order than other monocotyledonous species that have been sequenced and comprises aquatic plants that grow rapidly on the water surface. We propose that at least in part, the neotenous reduction of these aquatic plants is based on readjusted copy numbers of promoters and repressors of the juvenile-to-adult transition. 

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Genome Diversity in Brachypodium distachyon: Deep Sequencing of Highly Diverse Inbred Lines.

We sequenced six divergent lines to identify a comprehensive set of polymorphisms and analyze their distribution and concordance with gene expression. We showed that large-scale sequence variants had extremely high concordance with altered expression of hundreds of genes, including many with genotype-dependent treatment responses. We generated a deep mRNA-Seq dataset for the most divergent line and created a de novo transcriptome assembly.

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Analysis of Global Gene Expression in Brachypodium distachyon Reveals Extensive Network Plasticity in Response to Abiotic Stress

Analysis of the transcriptome of Brachypodium after chilling, high-salinity, drought, and heat stresses revealed diverse differential expression of many transcripts. Analysis revealed 22 distinct gene modules with specific profiles of expression under each stress. Promoter analysis implicated short DNA sequences directly upstream of module members in the regulation of 21 of 22 modules. Functional analysis of module members revealed enrichment in functional terms for 10 of 22 network modules.

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Functional characterization of cinnamyl alcohol dehydrogenase and caffeic acid O-methyltransferase in Brachypodium distachyon

Lignin is a significant barrier in the conversion of plant biomass to bioethanol. Cinnamyl alcohol dehydrogenase (CAD) and caffeic acid O-methyltransferase (COMT) catalyze key steps in the pathway of lignin monomer biosynthesis. We developed transgenic plants overexpressing artificial microRNA designed to silence BdCAD1 or BdCOMT4. Both transgenes caused altered flowering time and increased stem count and weight. Downregulation of BdCAD1 caused a leaf brown midrib phenotype, the first time this phenotype has been observed in a C3 plant. 

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Subset of heat-shock transcription factors required for the early response of Arabidopsis to excess light.

Modification of redox state caused a change in expression of a common set of about 750 genes, many of which are known stress-responsive genes. Among the most highly enriched promoter elements in the induced gene set were heat-shock elements (HSEs), known motifs that change gene expression in response to high temperature in many systems. Excess light regulates both the subcellular location of HSFA1D and its biochemical properties, making it a key early component of the excess light stress network of plants.

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Parallel analysis of RNA ends enhances global investigation of microRNAs and target RNAs of Brachypodium distachyon.

The global analysis of miRNAs, molecules known to be key for eukaryotic gene regulation, has been limited in B. distachyon to studies examining a few samples or that rely on computational predictions. B. distachyon small RNAs were cloned and deeply sequenced from 17 libraries that represent different tissues and stresses. Using a computational pipeline, we identified 116 miRNAs including not only conserved miRNAs that have not been reported in B. distachyon, but also non-conserved miRNAs that were not found in other plants.

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Methylome reorganization during in vitro dedifferentiation and regeneration of Populus trichocarpa

Using methylated DNA immunoprecipitation followed by high-throughput sequencing (MeDIP-seq), we compared the methylomes of internode stem segments from micropropagated explants, dedifferentiated calli, and internodes from regenerated plants. We found that more than half (56%) of the methylated portion of the genome appeared to be differentially methylated among the three tissue types.

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Architecture and evolution of a minute plant genome

It has been argued that the evolution of plant genome size is principally unidirectional and increasing owing to the varied action of whole-genome duplications (WGDs) and mobile element proliferation. However, extreme genome size reductions have been reported in the angiosperm family tree. Here we report the sequence of the 82-megabase genome of the carnivorous bladderwort plant Utricularia gibba.

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Genome of the long-living sacred lotus (Nelumbo nucifera Gaertn.)

Sacred lotus is a basal eudicot with agricultural, medicinal, cultural and religious importance. It was domesticated in Asia about 7,000 years ago, and cultivated for its rhizomes and seeds as a food crop. It is particularly noted for its 1,300-year seed longevity and exceptional water repellency, known as the lotus effect. The latter property is due to the nanoscopic closely-packed protuberances on its self-cleaning leaf surface, which have been adapted for the manufacture of a self-cleaning industrial paint, Lotusan.

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Development and Evaluation of a Genome-Wide 6K SNP Array for Diploid Sweet Cherry and Tetraploid Sour Cherry

High-throughput genome scans are important tools for genetic studies and breeding applications. Here, a 6K SNP array for use with the Illumina Infinium® system was developed for diploid sweet cherry (Prunus avium) and allotetraploid sour cherry (P. cerasus). This effort was led by RosBREED, a community initiative to enable marker-assisted breeding for rosaceous crops.

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Assembly and Characterization of the European Hazelnut ‘Jefferson’ Transcriptome

European hazelnut (Corylus avellana L.) is of worldwide agricultural significance, with breeding efforts focused on combining high nut yield and nut quality with resistance to diseases such as eastern filbert blight (EFB), a cause of severe crop loss in much of the United States.  We used Illumina ribonucleic acid sequencing (RNA-seq) to characterize complementary DNA (cDNA) libraries from four hazelnut tissues, including leaves, catkins, bark, and whole seedlings. 

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Unproductive alternative splicing and nonsense mRNAs: A widespread phenomenon among plant circadian clock genes

Recent mapping of eukaryotic transcriptomes and spliceomes using massively parallel RNA sequencing (RNA-seq) has revealed that the extent of alternative splicing has been considerably underestimated. Our results demonstrate that unproductive alternative splicing is a widespread phenomenon among plant circadian clock genes that frequently generates mRNA isoforms harboring in-frame PTCs.

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Brachypodium distachyon as a model for cold stress responses in temperate grasses

Little is known about the potential of Brachypodium distachyon as a model for low temperature stress responses in Pooideae. The ice recrystallization inhibition proteins (IRIP) genes, fructosyltransferase (FST) genes, and many C-repeat binding factor (CBF) genes are Pooideae specific and important in low temperature responses. Here we use comparative analyses to study conservation and evolution of these gene families in B. distachyon to better understand B. distachyon's potential as a model species for agriculturally important temperate grasses

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Peach SNP Array

The almost 7,000 SNPs verified as polymorphic through extensive empirical evaluation represent an excellent source of markers for future studies in genetic relatedness, genetic mapping, and dissecting the genetic architecture of complex agricultural traits.

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Switchgrass Transcriptome

Switchgrass (Panicum virgatum L.) is a C4 perennial grass that is widely popular as an important bioenergy crop.  Through next generation sequencing we estimate that 90% of the transcriptome has been covered in this analysis, which doubles the current publicly available ESTs.

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The genome of woodland strawberry (Fragaria vesca)

The genome of the woodland strawberry (Fragaria vesca), which is a close relative of the cultivated strawberry (Fragaria ananassa) is sequenced.  Several genes related to valuable horticultural traits were identified.  

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QSRA: a quality-value guided de novo short read assembler

High-throughput sequencing requires new types of assemblers that are adapted specifically to handling errors.  QSRA is one such assembly algorithm that takes advantage of quality scores.  This results in significant performance and quality increases.

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Conserved Daily Transcriptional Programs in Carica papaya

Most organisms have circadian clocks that govern daily biological rhythms.  However, previous investigations in plants have been done with those that originate from temperate regions.  In a study with the tropical plant, Carica papaya, we identified that the genetic regulatory elements are largely conserved, and likely have been an integral part of plant evolution.  

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A morning-specific phytohormone gene expression program underlying rhythmic plant growth

Most organisms use daily light/dark cycles as timing cues to control many essential physiological processes.  In our paper, we identified a number of hormone associated genes that are co-expressed along with the overrepresentation of a cis-acting element (CACATG).  Our results indicated that the circadian clock controls growth by allowing phytohormone transcript levels to rise at the proper time of day.

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