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Genome-wide co-expression analysis predicts protein kinases as important regulators of phosphate deficiency-induced root hair remodeling in Arabidopsis.

ABSTRACT: BACKGROUND: Phosphorus (P) is one of the essential but often limiting elements for plants. Based on transcriptional profiling we reported previously that more than 3,000 genes are differentially expressed between phosphate (Pi)-deficient and Pi-sufficient Arabidopsis roots (MCP 11(11):1156-1166, 2012). The current study extends these findings by focusing on the analysis of genes that encode protein kinases (PK) and phosphatases (PP) by mining PK and PP genes that were differentially expressed in response to Pi deficiency. RESULTS: Subsets of 1,118 and 205 annotated PK and PP genes were mined on the basis of the TAIR10 release of the Arabidopsis genome. Analysis of RNA-seq data showed that 92 PK and 19 PP genes were not detected in roots (zero reads in three biological repeats); 96 PK and 10 PP showed low abundance (? 10 reads). Gene ontology analysis revealed that the 188 PK genes with no or low expression level in Arabidopsis roots are mainly involved in pollen recognition, pollen tube growth or other processes not relevant for root hair formation. More than 50% of the cysteine-rich RLK (receptor-like protein kinase) subfamily genes belong to this group. Among the 29 PP genes with no or low expression level, purple acid phosphatases, haloacid dehalogenase-like hydrolases, and PP2C genes with functions in the dephosphorylation of RNA polymerase II C-terminal domain and mRNA capping were enriched. Subsets of 173 PK and 35 PP genes were differentially expressed under Pi-deficient conditions. Putative functional modules (clusters) of these PK and PP genes were constructed based on co-expression analysis using the MACCU toolbox. A co-expression network comprising 65 known or annotated PK and PP genes (60 PK and 5 PP genes, respectively) was subdivided into several highly co-expressed gene sub-clusters. The largest sub-cluster was composed of 22 genes, most of which have been assigned to the RLK superfamily and were associated with cell wall metabolism, pollen tube and/or root hair development and growth. CONCLUSIONS: We here provide comprehensive 'digital' transcriptional information on PK and PP genes in Arabidopsis roots. The co-expression network derived from our data mining approach sets the stage for follow-up experimentation that helps to complete our understanding of the post-translational regulation of Pi deficiency-induced changes in root hair morphogenesis.

SUBMITTER: Lan P

PROVIDER: S-EPMC3636113 | biostudies-literature | 2013

REPOSITORIES: biostudies-literature

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Genome-wide co-expression analysis predicts protein kinases as important regulators of phosphate deficiency-induced root hair remodeling in Arabidopsis.

Lan Ping P Li Wenfeng W Schmidt Wolfgang W

BMC genomics 20130401

<h4>Background</h4>Phosphorus (P) is one of the essential but often limiting elements for plants. Based on transcriptional profiling we reported previously that more than 3,000 genes are differentially expressed between phosphate (Pi)-deficient and Pi-sufficient Arabidopsis roots (MCP 11(11):1156-1166, 2012). The current study extends these findings by focusing on the analysis of genes that encode protein kinases (PK) and phosphatases (PP) by mining PK and PP genes that were differentially expre ...[more]

PMID: 23547783

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Project description:Using cell sorting technique, we collected Arabidopsis root hair protoplasts (transgenic line harboring root hair specific gene promoter ::GFP, here named GFP) and nonGFP protoplasts( whole root except root hair). Then, we extracted total proteins and RNA for proteome and RNASeq. RNAseq data have already been deposited into NCBI (accession numbers SRR364677 and SRR364678). Total proteins were separated by 1D SDS-PAGE, followed by gel slicing, in gel digested and run ESI-LC-MS/MS on LTQ Orbitrap Velos. We set two biological repeats and each sample was scanned two times (two technique repeats). We then combined all ms/ms raw data from all fractions and technique repeats from one biological sample into one file to indentify proteins by searching Arabidopsis protein database with software Proteome Discoverer (with two searching engines mascot and sequester). Protocol: Protoplasts from EXP7 and non-GFP protoplastswere stored at -80°C, thawed on ice for 5 min, vortexed several times and suspended in 5 x volume of pre-cooled acetone (-20°C) containing 10% (v/v) trichloroacetic acid (TCA) and 0.07% (v/v) 2-mercaptoethanol. Proteins were then precipitated for 2 h at −20°C after thorough mixing. Proteins were collected by centrifuging at 35,000 g (JA-20 108 rotor, Beckman J2-HS) at 4°C for 30 min. The supernatant was removed and the protein pellets were washed three times with cold acetone containing 0.07% (v/v) 2-mercaptoethanol and 1 mMphenylmethanesulfonylfluoride. Protein pellets were dried by lyophilization and stored at -80°C, or immediately extracted using Laemmli buffer (63 mM TrisHCl pH 6.8, 10% glycerol, 2% SDS, 0.0025% bromophenol blue). Protein concentration was determined using Pierce protein assay kit (Pierce, Rockford). Proteins from each sample were separated using a Bis-Tris precast gradient gel (4−16%, Bio-Rad) according to the manufacturer’s instructions. After electrophoresis, the gel was Coomassie-stained using the Colloidal Blue Staining Kit (Invitrogen). The protocol used for in-gel trypsin digestion of proteins in gels was adapted from the method described in Shevchenko et al. (1996). Briefly, protein bands were manually excised and each band was cut into small pieces (~0.5 mm). The gel pieces were washed three times with a solution containing 50% methanol and 5% acetic acid for 2 h, twice with a solution containing 25 mM NH4HCO3 in 50% acetonitrile for 10 min each, and then the gel pieces were dried in a vacuum centrifuge. Reduction of proteins in gel pieces was performed with DTT and alkylation with iodoacetamide, and the gel pieces were washed and dried in a vacuum centrifuge. A trypsin solution in 25 mM NH4HCO3 containing 75 to 100 ng of sequencing grade modified trypsin (Promega) in 25-40 µl was added and incubated with gel pieces for 12-16 h at 37°C. To recover the tryptic peptides, a solution of 30 µl containing 5% formic acid and 50% acetonitril was added to the gel pieces, agitated in a vortex for 30-60 min and withdrawn into a new tube. The recovery was repeated once with 15 µl solution and the resulting two recovers were combined and dried in a vacuum centrifuge. The dried pellet was re-dissolved in 10-20 µl of 0.1% formic acid for LC-MS/MS analysis.

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Genome-wide co-expression analysis predicts protein kinases as important regulators of phosphate deficiency-induced root hair remodeling in Arabidopsis.

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Genome-wide co-expression analysis predicts protein kinases as important regulators of phosphate deficiency-induced root hair remodeling in Arabidopsis.

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