Gene Expression Nebulas
A data portal of transcriptomic profiles analyzed by a unified pipeline across multiple species

Gene Expression Nebulas

A data portal of transcriptome profiles across multiple species

PRJNA746561: Rice root response atlas

Source: NCBI / GSE180100
Submission Date: Jul 14 2021
Release Date: May 02 2022
Update Date: Aug 06 2022

Summary: Rice has evolved regulatory programs and specialized cell types that allow the plant to withstand different environments. To understand how rice root systems cope with water stresses, we profiled translatomes (ribosome-associated mRNAs) and accessible chromatin of developmentally-defined root cell populations from well-watered and drained control (aerobic control), water deficit, waterlogged, fully submerged plants and recovery conditions. Whereas, the waterlogging responses are limited to specific root domains, water deficit and submergence signatures are extensive, and mostly reversible after 1 day of recovery, relative to control roots. Root systems were also evaluated in rice cultivated in a paddy field. Specific responses include a halt in the cell-cycle and DNA synthesis-related genes translation in meristematic tissue under submergence and exo/endodermis suberin-related pathways bolstering under water deficit. Chromatin accessibility and translatome data integration was used to generate inferred regulatory networks that are dynamically regulated by changing water availability. The data collection is further enriched by translatome and chromatin accessibility data for the root systems of plate-grown seedlings (7 day old) and those cultivated in a paddy field (49 day old). An atlas of eight cell population translatomes for field-grown plants exhibited robust cell type expression. Collectively, these data for specific cell populations at multiple developmental ages and in multiple environments including growth two limiting water stresses will serve as a community resource.

Overall Design: Evaluation of root domains TRAP seq and ATAC-seq profiles in rice roots in different environments and water stresses. Greenhouse pot-based translating ribosome affinity purification and chromatin experiments were conducted in five independent replicates of each line, with T1 or T2 seed stocks and whole root tissue was quickly dissected and frozen in liquid nitrogen. All tissue collection and TRAP and INTACT-ATAC library processing was performed with three biological replicates. Complete root systems were harvested. Nine conditions were assessed. Plate: plants grown from seed on petri dishes with 1X MS, 1 % [w/v] Sucrose, pH 5.8. Plate-based TRAP experiments were conducted with three or four independent replicates. Greenhouse grown plants were cultivated in GreenGrades Profile with seven treatments. (1) Control: controlled well-watered and drained irrigation growth. (2) Water Deficit: 5-6 days of no watering, with a fall to 72% (v/v) relative water content. (3) Waterlogging: 5 days of standing water covering root systems. (4) Submergence: 5 days of complete plant submergence. (5) Water Deficit Recovery: water deficit followed by a 1 day irrigation. (6) Waterlogging Recovery: pots allowed to fully drain for 1 day. (7) Submergence Recovery: plants returned to the bench and pots allowed to drain for 1 day. Field: Seedlings grown in the greenhouse transplanted to a paddy field at age 14 days; tissue collected after 35 days. This was performed with six randomized independent replicates of each line. For greenhouse and field sampling, 3 bioreplicates of up to 2 RNA pools (total mRNA, TRAP-RNA for different root domains) and ATAC-seq.

GEN Datasets:
GEND000514
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Protocol
Growth Protocol: For plate experiments, seeds were dehulled and surface sterilized in 50% (v/v) bleach solution for 30 min, rinsed ten times with sterile distilled water and grown on plates (100 cm2) containing 0.5x Murashige and Skoog medium (MS), 1% (w/v) agar 1% (w/v) sucrose for 7 days (16h day / 8h night; at 28°C/25°C day/night; 110 μEm-2s-1). For greenhouse experiments, seeds were imbibed for 2 d in 5% (v/v) Liquid SmokeTM (Colgin) at 28°C in darkness to promote consistent germination. The seeds were then rinsed with distilled water and returned to 28° C in darkness for 24 h. Germinated seeds (21) were transferred to pots (15 cm diameter and 18 cm height), filled with Profile® Greens GradeTM and placed in a greenhouse at the University of California, Riverside California during June and July 2016. Temperature was controlled at 28° C for 16 h per day and at 25° C for 8 h per night. Pots were placed in trays and watered everyday with fresh water (depth of 1 cm water tray). After 10 d of growth, irrigation was with fertilizer water (Peters® Excel: 21-5-20 at 100 ppm N). Each pot contained 21 plants (combined as a single replicate). The location of each pot was randomized in multiple trays/tanks used. After 21 d of development (from imbibition), when plants were at the V4 to V5 growth stage, four water regimes were applied. For water-sufficiency (control), pots were maintained by daily irrigation with fertilizer water. For water deficit (drought), pots were removed from the tray and watering was stopped. For waterlogging, pots were placed in tanks (56-qt clear storage box; Sterilite® 1659) and flooded with water to 2-3 cm above the root/shoot junction. For submergence, at solar midday, pots were transferred to tanks (grey plastic Rubbermaid® FG265500 containers) and fully submerged with water, with the flood line 70 cm above the root/shoot junction. The containers were covered with two layers of shade cloth (SHANS 90% UV Block). For the field experiments, seedlings were germinated in Magenta boxes on selective medium after sterilization, transferred to Profile®, and grown for 14 d in the greenhouse before before transplantation into a pre-fertilized paddy at the Agricultural Operations field at the University of California Riverside Agricultural Experiment Station. The paddy was maintained at 8-10 cm depth for 35 d. Planting of genotypes was based on a randomized design with ten plants per biological replicate.
Treatment Protocol: For plate experiments, Oryza sativa cv. Nipponbare seeds from transgenic lines were dehulled and surface sterilized in 50% (v/v) bleach solution for 30 min, rinsed ten times with sterile distilled water and grown on plates (100 cm2) containing 0.5x Murashige and Skoog medium (MS), 1% (w/v) agar 1% (w/v) sucrose for 7 days (16h day / 8h night; at 28°C/25°C day/night; 110 μEm-2s-1). For greenhouse experiments, seeds were imbibed for 2 d in 5% (v/v) Liquid SmokeTM (Colgin) at 28°C in darkness to promote consistent germination. The seeds were then rinsed with distilled water and returned to 28° C in darkness for 24 h. Germinated seeds (21) were transferred to pots (15 cm diameter and 18 cm height), filled with Profile® Greens GradeTM and placed in a greenhouse at the University of California, Riverside California. Temperature was controlled at 28° C for 16 h per day and at 25° C for 8 h per night. Pots were placed in trays and watered everyday with fresh water (depth of 1 cm water tray). After 10 d of growth, irrigation was with fertilizer water (Peters® Excel: 21-5-20 at 100 ppm N). Each pot contained 21 plants (combined as a single replicate). The location of each pot was randomized in multiple trays/tanks used. After 21 d of development (from imbibition), when plants were at the V4 to V5 growth stage, four water regimes were applied. For water-sufficiency (control), pots were maintained by daily irrigation with fertilizer water. For water deficit (drought), pots were removed from the tray and watering was stopped. For waterlogging, pots were placed in tanks (56-qt clear storage box; Sterilite® 1659) and flooded with water to 2-3 cm above the root/shoot junction. For submergence, at midday, pots were transferred to tanks (grey plastic Rubbermaid® FG265500 containers) and fully submerged with water, with the flood line 70 cm above the root/shoot junction. The containers were covered with two layers of shade cloth (SHANS 90% UV Block). For the field experiments, seedlings were germinated in Magenta boxes on selective medium after sterilization, transferred to Profile®, and grown for 14 d in the greenhouse before before transplantation into a pre-fertilized paddy at the Agricultural Operations field at the University of California Riverside Agricultural Experiment Station. The paddy was maintained at 8-10 cm depth for 35 d. Planting of genotypes was based on a randomized design with ten plants per biological replicate. Five independent biological replicates were grown for each treatment. Pots were placed in trays and watered everyday with fresh water (depth of 1 cm water tray). After 10 d of growth, irrigation was with fertilizer water (Peters® Excel: 21-5-20 at 100 ppm N). Each pot contained 21 plants (combined as a single replicate). The location of each pot was randomized in multiple trays/tanks used. After 21 d of development (from imbibition), when plants were at the V4 to V5 growth stage, four water regimes were applied. For water-sufficiency (control), pots were maintained by daily irrigation with fertilizer water. For water deficit (drought), pots were removed from the tray and watering was stopped. For waterlogging, pots were placed in tanks (56-qt clear storage box; Sterilite® 1659) and flooded with water to 2-3 cm above the root/shoot junction. For submergence, at solar midday, pots were transferred to tanks (grey plastic Rubbermaid® FG265500 containers) and fully submerged with water, with the flood line 70 cm above the root/shoot junction. The containers were covered with two layers of shade cloth (SHANS 90% UV Block). A fiber optic oxygen meter (Neofox Sport, Ocean Optics, Dunedin, USA), in five replicates was used to determine the percentage of dissolved oxygen in the submergence tanks was measured at the start and end of the experiment. Oxygen content was stable a 18.90 ± 0.03% at the start (0 d) and end of the experiment.
Extract Protocol: TRAP was performed as previously described (Mustroph et al 2009, Reynoso et al 2015) with the following modifications: tissue samples were increased to isolate polysomes from low abundant cell populations; ɑ-FLAG conjugated IgG Dynabeads were used for binding; after magnetic collection and washing the polysomes were removed from the magnetic beads by addition of Lysis and Binding Buffer (LBB) buffer for polyA mRNA isolation using biotinylated oligo-dT primers and streptavidin magnetic beads (NEB) (Townsley et al 2014). Random primer primed RNA-seq libraries were prepared from poly(A)+ selected mRNA as described. (Townsley et al 2014, Reynoso et al. 2019). Nuclei were purified from frozen and pulverized tissue as previously described for O. sativa (Reynoso et al., 2018) with minor modifications including the use of a 30 µm filter to exclude 30 to 70 µm cellular debris from the crude extract and extend centrifugation times. Tissue was resuspended in an ice-cold mortar containing 10 mL of freshly prepared nuclei purification buffer (NPB: 20 mM MOPS, 40 mM NaCl, 90 mM KCl, 2 mM EDTA, 0.5 mM EGTA, 0.5 mM spermidine, 0.2 mM spermine, pH, 7.0) containing 200 uL Protease Inhibitor Cocktail (0.4X, Sigma, P9599) per 50 mL of buffer. The homogenized extracts were filtered through a 30 µM nylon mesh to remove cell debris and centrifuged at 1000 x g for 15 min at 4° C to pellet nuclei. Nuclei were resuspended in 1 mL of NPB and 25 µL of M-280 streptavidin-coated Dynabeads (Life Technologies, catalog # 11205D) were added to the nuclei. This mixture was slowly rotated in a cold room at 4° C for 30 min. The nuclei/beads suspension was diluted to 14 mL with NPB supplemented with 0.1% (v/v) Triton X-100 (NPB-T), in a 15 mL Falcon tube, mixed thoroughly and placed in a 15 ml magnet (adapted NEB 50 mL tube magnet) to capture bead-bound nuclei for 1 min at 4° C. The supernatant was carefully removed using a plastic Pasteur pipette, taking care to remove bubbles to avoid disturbing the beads. Beads were resuspended in 14 ml of cold NPB-T, placed on a rotating mixer for 30 sec, and then placed back in the 15 ml magnet to capture the beads-nuclei at 4° C for 1 min. This wash step was repeated and bead-bound nuclei were resuspended in 1 mL of NPB-T and transferred to a new tube
Library Construction Protocol: Tagmentation using Tn5 insertion and ATAC-seq libraries were prepared using 20,000-50,000 nuclei as previously described (Maher et al 2017, Reynoso et al., 2019), with slight modifications. Minor modifications in nuclei purification include: 1) the use of a 30 µm filter to exclude 30 to 70 µm cellular debris from the crude extract, 2) extended centrifugation times (Reynoso et al 2018b, Reynoso et al 2018), and 3) using AMPureXP beads instead of columns to purify amplified libraries. TRAP was performed as previously described (Mustroph et al., 2009, Reynoso et al., 2015) with the following modifications: ɑ-FLAG conjugated IgG Dynabeads were used for binding; after magnetic collection and washing the polysomes were removed from the magnetic beads by addition of Lysis and Binding Buffer (LBB) buffer for polyA mRNA isolation using biotinylated oligo-dT primers and streptavidin magnetic beads (NEB) (5). Total RNA was extracted from frozen tissue using polysome extraction buffer (Mustroph et al 2009) followed by LBB polyA mRNA isolation using biotinylated oligodT and streptavidin magnetic beads (Townsley et al 2014). Random primer-primed RNA-seq library construction for polyadenylated total RNA and polyadenylated TRAP RNA was performed according the BrAD-seq method (Townsley et al 2014) in at least three biological replicates for each condition.
Sequencing
Molecule Type: rRNA- RNA
Library Source:
Library Layout: SINGLE
Library Strand: -
Platform: ILLUMINA
Instrument Model: Illumina HiSeq 3000
Strand-Specific: Unspecific
Samples
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Data Resource GEN Sample ID GEN Dataset ID Project ID BioProject ID Sample ID Sample Name BioSample ID Sample Accession Experiment Accession Release Date Submission Date Update Date Species Race Ethnicity Age Age Unit Gender Source Name Tissue Cell Type Cell Subtype Cell Line Disease Disease State Development Stage Mutation Phenotype Condition Detail Growth Protocol Treatment Protocol Extract Protocol Library Construction Protocol Molecule Type Library Layout Strand-Specific Library Strand Spike-In Strategy Platform Instrument Model Cell Number Reads Number Gbases AvgSpotLen1 AvgSpotLen2 Uniq Mapping Rate Multiple Mapping Rate Coverage Rate