Next Generation Sequencing of Mislocalized POPEYE Enables Quantitative Analysis of Arabidopsis Root Transcriptomes in Iron Deficient Conditions
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ABSTRACT: Purpose: Identify differences in the trascriptional landscape of Arabidopsis roots under iron deficiency stress where POPEYE, a non cell autonomous iron responsive transcription factor, is localized to specific cell files. Method: RNA-Seq was performed on 7 day old roots (4d +Fe then transferred for 3d - Fe) of cell specific localization lines (WT;+ iron, WT, pye-1, PPL, SHR23, PEP45, WER13, WER65) - triplicates. RNA was extracted using RNAeasy Plant RNA Purification Kit (Qiagen). cDNA synthesis and amplification were performed using the NEBNext® Poly(A) mRNA Magnetic Isolation Module followed by the NEBNext® Ultra™ II Directional RNA Library Prep and NEBNext® Multiplex Oligos for Illumina® (Index Primers Set 1) and sequenced using an Illumina HiSeq 2500 sequencing machine, with 125bp single end reads. Adapters and low quality reads were filtered out using fastQC and fastq-mcf. Clean reads were mapped against the TAIR 10 reference genome using the tophat2. RPKM were acquired using RSubread, followed by edgeR to identify differentially expressed genes (DEGs), using a maximum false discovery rate (FDR) of 0.05 and minimum log fold change threshold of 0.75. Results: We identified 4414 DEGs between WT (+iron) and WT (-iron). WT minus was used as the baseline to compare transcriptome landscape between cell specific localization lines. Compared to WT minus iron, pye-1 had 3878 DEGs, SHR23 had 3697 DEGs, PEP45 had 3678 DEGs, WER13 had 4696 DEGs, and WER65 had 3920 DEGs. Conclusion: Transcriptomic profiles indicated that localization of PYE to the vasculature and endodermis (SHR23;V-EN) increased genes involved in metal aquisition, while localization expanded to the cortex (PEP45;C-EN-V) helps regulate overall iron bioavailability, and the expression of genes associated with various aspects of photosynthesis and carbon metabolism.
Project description:Transcriptional profile of whole roots of wild-type and pye-1 mutants exposed to 24 hours -Fe were generated Global population increases and climate change underscore the need for better comprehension of how plants acquire and process nutrients such as iron. A systems biology approach was taken to elucidate novel regulatory mechanisms involved in plant responses to iron deficiency (-Fe). Using cell-type specific transcriptional profiling we identified a pericycle-specific iron deficiency response, and a previously uncharacterized transcription factor, POPEYE (PYE), that plays an important role in this response. Functional analysis of PYE suggests that it positively regulates growth and development under iron deficient conditions. ChIP-on-chip analysis and transcriptional profiling reveal that PYE helps maintain iron homeostasis by directly and indirectly regulating the expression of ferric reductases, metal ion transporters, iron storage proteins, and other key iron homeostasis genes. In addition to PYE, we also identified a second protein BRUTUS (BTS), which appears to negatively regulate the response to iron deficiency. BTS is a unique putative E3 ligase protein, with metal ion binding and DNA binding domains. PYE and BTS are tightly co-regulated and physically interact with PYE paralogs, one of which is thought to positively regulate expression of genes involved in iron homeostasis. We propose that iron content is sensed within the pericycle where PYE, perhaps in conjunction with BTS and other regulatory proteins, is then activated to control a regulatory network involved in maintaining proper iron distribution in plants. Keywords: Expression analysis
Project description:Pericycle specific transcriptional profiles were generated by FACS (Fluorescence Activated Cell Sorting) of roots that express a pericycle-specific GFP-reporter. FACS cell populations were isolated from roots grown under standard conditions or roots that had been transferred to -Fe media for 24 hours. Global population increases and climate change underscore the need for better comprehension of how plants acquire and process nutrients such as iron. A systems biology approach was taken to elucidate novel regulatory mechanisms involved in plant responses to iron deficiency (-Fe). Using cell-type specific transcriptional profiling we identified a pericycle-specific iron deficiency response, and a previously uncharacterized transcription factor, POPEYE (PYE), that plays an important role in this response. Functional analysis of PYE suggests that it positively regulates growth and development under iron deficient conditions. ChIP-on-chip analysis and transcriptional profiling reveal that PYE helps maintain iron homeostasis by directly and indirectly regulating the expression of ferric reductases, metal ion transporters, iron storage proteins, and other key iron homeostasis genes. In addition to PYE, we also identified a second protein BRUTUS (BTS), which appears to negatively regulate the response to iron deficiency. BTS is a unique putative E3 ligase protein, with metal ion binding and DNA binding domains. PYE and BTS are tightly co-regulated and physically interact with PYE paralogs, one of which is thought to positively regulate expression of genes involved in iron homeostasis. We propose that iron content is sensed within the pericycle where PYE, perhaps in conjunction with BTS and other regulatory proteins, is then activated to control a regulatory network involved in maintaining proper iron distribution in plants. Keywords: Cell-type specific analysis of stress response using FACS
Project description:Transcriptional profile of whole roots of wild-type and pye-1 mutants exposed to 24 hours -Fe were generated Global population increases and climate change underscore the need for better comprehension of how plants acquire and process nutrients such as iron. A systems biology approach was taken to elucidate novel regulatory mechanisms involved in plant responses to iron deficiency (-Fe). Using cell-type specific transcriptional profiling we identified a pericycle-specific iron deficiency response, and a previously uncharacterized transcription factor, POPEYE (PYE), that plays an important role in this response. Functional analysis of PYE suggests that it positively regulates growth and development under iron deficient conditions. ChIP-on-chip analysis and transcriptional profiling reveal that PYE helps maintain iron homeostasis by directly and indirectly regulating the expression of ferric reductases, metal ion transporters, iron storage proteins, and other key iron homeostasis genes. In addition to PYE, we also identified a second protein BRUTUS (BTS), which appears to negatively regulate the response to iron deficiency. BTS is a unique putative E3 ligase protein, with metal ion binding and DNA binding domains. PYE and BTS are tightly co-regulated and physically interact with PYE paralogs, one of which is thought to positively regulate expression of genes involved in iron homeostasis. We propose that iron content is sensed within the pericycle where PYE, perhaps in conjunction with BTS and other regulatory proteins, is then activated to control a regulatory network involved in maintaining proper iron distribution in plants. Keywords: Expression analysis To determine how loss of PYE expression affects the transcriptional profile of whole roots, pye-1 mutants and wild-type seeds were germinated under standard growth conditions then transferred to standard media (control, MS media) or iron deficient media (-Fe, 0.3mM Ferrozine in MS media containing no ferrous sulfate). After 24 hours of exposure to +Fe or -Fe whole roots were collected and analyzed.
Project description:Total (rRNA-depleted) RNAseq of mouse ESCs carrying a homozygous KO mutation in setd2. Homozygous cells were also treated with the DNa methylation inhibitor 5-azacytidine. Total RNA was isolated from cell pellets using NEB Monarch® Total RNA Miniprep Kit and rRNA removed with NEBNext® rRNA Depletion Kit v2 (Human/Mouse/Rat). Libraries were prepared using NEBNext® Ultra™ II Directional RNA Library Prep Kit for Illumina® (NEB E7760L, input: 500 ng of total RNA). Libraries were multiplexed and sequenced on a NextSeq500 (Paired-End; read length 40). Each sample is present in 3 biological replicates.
Project description:Plants maintain iron (Fe) homeostasis under varying environmental conditions by balancing processes such as Fe uptake, transport, and storage. In Arabidopsis, POPEYE (PYE), a basic helix-loop-helix (bHLH) transcription factor (TF), has been shown to play a crucial role in regulating this balance. In recent years, the mechanisms regulating Fe uptake have been well established but the upstream transcriptional regulators of Fe transport and storage are still poorly understood. In this study, we report that ELONGATED HYPOCOTYL5 (HY5), a basic leucine zipper (bZIP) TF which has recently been shown to play a crucial role in Fe homeostasis, interacts with PYE. Molecular, genetic and biochemical approaches revealed that PYE and HY5 have overlapping as well as some distinct roles in regulation of Fe deficiency response. We found that HY5 and PYE both act as a repressor of Fe transport genes such as YSL3, FRD3, NPF5.9, YSL2, NAS4, and OPT3. HY5 was found to directly bind on the promoter of these genes and regulate intercellular Fe transport. Further analysis revealed that HY5 and PYE directly interact at the same region on PYE and NAS4 promoter. Overall, this study revealed that HY5 regulates Fe homeostasis by physically interacting with PYE as well as independently.
Project description:Stroma extracts were isolated from 2-week-old transgenic dPPRrbcL or WT plants and incubated with HA-specific antibodies. IgGs were captured with Protein A Dynabeads (Thermo Fisher scientific) and recovered RNA was used for generation of libraries with the NEBNext® Ultra™ II RNA Library Prep Kit. Primary reads were aligned to the Arabidopsis chloroplast genome (accession number NC_000932.1) using CLC Genomics Workbench. Reads of the two replicates aligned in CLC Genomics Workbench were extracted as coverage (reads per nucleotide). Graphs were created with excel using the extracted coverage values
Project description:To identify potential ubiquitin ligases that regulate BIK1 homeostasis,A total amount of 3 µg RNA per sample was used as input material for the RNA sample preparations. Sequencing libraries were generated using NEBNext® Ultra™ RNA Library Prep Kit for Illumina® (NEB, USA) following manufacturer’s recommendations and index codes were added to attribute sequences to each sample. We using an optimized data analysis workflow,
Project description:The experiment was carried out to examine the effect of Srrt knockdown on the U1 snRNP/pre-mRNA interaction pattern. A2Lox mouse embryonic stem cells were transfected with either an Srrt-specific or a non-targeting siRNA. 48 hours post transfection the cells were cross-linked using 2% formaldehyde and lysed. RNA was partially fragmented by sonication, hybridized with U1 snRNA-specific biotinilated probes and pulled down. U1-associated RNA sequences were then purified and RNA-seq libraries were generated using a NEBNext® rRNA Depletion Kit and NEBNext® Ultra8482 II Directional RNA Library Preparation kit. Paired-end sequencing was performed using a HiSeq4000 75bp platform.
Project description:ChIP-chip analysis was used to identify direct targets of the transcription factor POPEYE (PYE) ChIP was performed on ProPYE:PYE:GFP plants and on wt plants as a control. The two samples were amplified and hybridized on Agilent arrays. Dye swap was performed for two biological replicates.
Project description:The purpose of this study is to identify differentially expressed expressed genes for mitochondrial unfolded protein response in Arabidopsis. A total amount of 3 µg RNA per sample was used as input material for the RNA sample preparations. Sequencing libraries were generated using NEBNext® Ultra™ RNA Library Prep Kit for Illumina® (NEB, USA) following manufacturer’s recommendations and index codes were added to attribute sequences to each sample. We using an optimized data analysis workflow,