Project description:In this study, we compared the transcriptome map of maize and sorghum using PacBio single-molecule long-read sequencing from multiple matched tissues in each species. Maize and sorghum are both important crops with similar overall plant architectures, but they have key differences, especially in regard to their inflorescences. To better understand these two organisms at the molecular level, we compared the transcriptional profiles of both protein-coding and non-coding transcripts in matched tissues using large-scale single-molecule sequencing from 130 RSII cells and 5 Sequel cells, as well as deep short-read RNA sequencing. The use of multiple size-fractionated libraries (<1 kb, 12 kb, 23 kb, 35 kb, and >5 kb) enhanced our capture of non-redundant transcripts in these tissues.
Project description:Flowering pathways are accelerated for rapid production of flowers and seeds in response to drought in certain varieties of sorghum (Sorghum bicolor (L.) Moench). The objective of the present study was to identify potential drought responsive genes that affect flowering time in sorghum under drought stress. Sorghum germplasm accessions representing early, intermediate, and late flowering groups were selected, and drought stress was administered on 25-day old seedlings of the Drought-Stressed group (DS) by withdrawing water whilst the control group of plants were well-watered (WW). At anthesis, with the initiation of pollen shedding, flag leaf tissues were harvested, and total RNA was separately isolated from samples. Transcription profiles consisting of 60 base pairs, paired end reads from total RNA of each sample were explored using Illumina Genome Analyzer deep sequencing method. An average of 66,059,932 clean reads were mapped. Among 10,468 differentially expressed genes, a set of 126 genes was up-regulated, and a set of 61 genes was down-regulated in all comparisons. Pathway enrichment analysis revealed de novo purine biosynthesis and lipoate biosynthesis pathways and Wnt signaling pathway affecting differentially expressed sorghum genes in response to drought. Transcriptome level differences among early, intermediate and late flowering groups of sorghum under WW and DS conditions were efficiently explored in the present study using RNA sequence analysis tools. Candidate genes and pathways that might be used to improve drought tolerance in sorghum were identified. Findings of the present study would lead to new targets for enhancing drought stress tolerance in sorghum.
Project description:Maize and sorghum are both important crops with similar overall plant architectures, but they have key differences, especially in regard to their inflorescences. To better understand these two organisms at the molecular level, we compared the expression profiles of both protein-coding and non-coding transcripts in 11 matched tissues using single-molecule long-read and deep RNA sequencing. In this study, maize B73 line was planted at Cold Spring Harbor Laboratory upland farm, 11 tissues together with previously reported six tissues were collected, RNA was extracted, library was made and sequenced on the HiSeq 2500 PE125 platform at Woodbury Genome Center.
Project description:We report transcriptome profiling of middle internode tissues from four development stages and three soil moisture readings representing progressive drought stress in sweet sorghum. Sequencing of 14 libraries (two biological replicates for each stage). Each replicate yielded an average of 86 million reads per sample for developmental stages and drought stressed samples yielded an average of 74 million reads per sample .
Project description:We report transcriptome profiling of middle internode tissues from four development stages and three soil moisture readings representing progressive drought stress in grain sorghum. Sequencing of 14 libraries (two biological replicates for each stage). Each replicate yielded an average of 86 million reads per sample for developmental stages and drought stressed samples yielded an average of 74 million reads per sample .
Project description:Parallel Analysis of RNA Ends (PARE) sequencing reads were generated to validate putative microRNAs and identify cleavage sites in Sorghum bicolor and Setaria viridis.
Project description:In this study, using 2 glutinous sorghum and 2 non-glutinous sorghum as research objects, and their differences in grain appearance color, peel thickness, starch structure and small molecule metabolites were analyzed and compared. The results showed that the grain of 2 glutinous sorghum was red, and the grain of 2 non-glutinous sorghum was white. The thickness of pericarp (pericarp layer and seed layer) of glutinous sorghum (49.35-78.16 μm) was significantly higher than that of non-glutinous sorghum (33.39-49.03 μm) (P<0.05). The starch grains of glutinous sorghum were mainly oval-shaped and loosely arranged, while those in non-glutinous sorghum were irregular and tightly arranged. There were significant differences in the small molecule metabolites composition among different sorghum varieties. The marker metabolite of glutinous sorghum was catechin, while the marker metabolite of non-glutinous sorghum was 5-hydroxyindole-3-acetic acid. This study revealed significant differences in pericarp thickness, starch morphology, and small molecule metabolites between glutinous and non-glutinous sorghum, which was helpful to distinguish different sorghum varieties and lay a foundation for analyzing the relationship between liquor and grain.
Project description:The present study is expected to reveal regulatory network of small RNAs under drought in Sorghum (Sorghum bicolor (L.) Moench). Sorghum genotype drought tolerant (DT) and drought susceptible (DS) were grown at 28-32 degrees C day/night temperature with 12/12 h light/dark period in the phytotron glass house. The fully opened uppermost leaves from control and drought stressed seedlings were sampled and stored at -80 degrees C, and used for generation of a small RNA library. Total RNA was isolated from the leaves using the TRIzol reagent (Invitrogen, USA). Small RNA sequencing libraries were prepared using Illumina Truseq small RNA Library preparation kit following manufacturer's protocol and these libraries were sequenced on GAIIx platform (Illumina Inc., USA). Small RNA reads contaminated with poor-quality and adaptor sequences were trimmed by using the UEA sRNA workbench 2.4- Plant version sequence file pre-processing (http://srna-tools.cmp.uea.ac.uk/). Then, all unique reads were submitted to the UEA sRNA toolkit-Plant version miRCat pipeline (http://srna-tools.cmp.uea.ac.uk/) to predict novel miRNAs from high-throughput small RNA sequencing data.
Project description:We report transcriptome profiling of middle internode tissues from four development stages and three soil moisture readings representing progressive drought stress in sweet sorghum. Sequencing of 14 libraries (two biological replicates for each stage). Each replicate yielded an average of 86 million reads per sample for developmental stages and drought stressed samples yielded an average of 74 million reads per sample .