Coexpression networks and gene regulatory networks (GRNs) are emerging as important tools for predicting functional roles of individual genes at a system-wide scale. To enable network reconstructions, we built a large-scale gene expression atlas composed of 62,547 messenger RNAs (mRNAs), 17,862 nonmodified proteins, and 6227 phosphoproteins harboring 31,595 phosphorylation sites quantified across maize development. Networks in which nodes are genes connected on the basis of highly correlated expression patterns of mRNAs were very different from networks that were based on coexpression of proteins. Roughly 85% of highly interconnected hubs were not conserved in expression between RNA and protein networks. However, networks from either data type were enriched in similar ontological categories and were effective in predicting known regulatory relationships. Integration of mRNA, protein, and phosphoprotein data sets greatly improved the predictive power of GRNs.
Ethylene gas is essential for many developmental processes and stress responses in plants. ETHYLENE INSENSITIVE2 (EIN2), an NRAMP-like integral membrane protein, plays an essential role in ethylene signaling, but its function remains enigmatic. Here we report that phosphorylation-regulated proteolytic processing of EIN2 triggers its endoplasmic reticulum (ER)–to–nucleus translocation. ER-tethered EIN2 shows CONSTITUTIVE TRIPLE RESPONSE1 (CTR1) kinase–dependent phosphorylation. Ethylene triggers dephosphorylation at several sites and proteolytic cleavage at one of these sites, resulting in nuclear translocation of a carboxyl-terminal EIN2 fragment (EIN2-C′). Mutations that mimic EIN2 dephosphorylation, or inactivate CTR1, show constitutive cleavage and nuclear localization of EIN2-C′ and EIN3 and EIN3-LIKE1–dependent activation of ethylene responses. These findings uncover a mechanism of subcellular communication whereby ethylene stimulates phosphorylation-dependent cleavage and nuclear movement of the EIN2-C′ peptide, linking hormone perception and signaling components in the ER with nuclear-localized transcriptional regulators.
Nuclear pores span the nuclear envelope and act as gated aqueous channels to regulate the transport of macromolecules between the nucleus and cytoplasm, from individual proteins and RNAs to entire viral genomes. By far the largest subunit of the nuclear pore is the Nup107-160 complex, which consists of nine proteins and is critical for nuclear pore assembly. At mitosis, the Nup107-160 complex localizes to kinetochores, suggesting that it may also function in chromosome segregation. To investigate the dual roles of the Nup107-160 complex at the pore and during mitosis, we set out to identify binding partners by immunoprecipitation from both interphase and mitotic Xenopus egg extracts and mass spectrometry. ELYS, a putative transcription factor, was discovered to copurify with the Nup107-160 complex in Xenopus interphase extracts, Xenopus mitotic extracts, and human cell extracts. Indeed, a large fraction of ELYS localizes to the nuclear pore complexes of HeLa cells. Importantly, depletion of ELYS by RNAi leads to severe disruption of nuclear pores in the nuclear envelope, whereas lamin, Ran, and tubulin staining appear normal. At mitosis, ELYS targets to kinetochores, and RNAi depletion from HeLa cells leads to an increase in cytokinesis defects. Thus, we have identified an unexpected member of the nuclear pore and kinetochore that functions in both pore assembly at the nucleus and faithful cell division.Nup107-160 complex ͉ MEL-28 ͉ Nup133 ͉ mitosis E ssential for cell survival, nuclear pore complexes are large multiprotein assemblages, Ϸ30 times the size of the ribosome. Structurally, nuclear pores are comprised of three major domains inserted in the nuclear membranes. These domains include a massive central scaffold, cytoplasmic filaments, and a nuclear basket (1). Nuclear pores consist of multiple copies of Ϸ30 different proteins termed nucleoporins (Nups) (2). A third of these contain phenylalanine-glycine (FG) repeat domains, believed to be key sites for interaction with transport receptors (3).During vertebrate mitosis, the nuclear pore disassembles into approximately a dozen subunits, concurrent with the breakdown of the nuclear envelope. Most diffuse throughout the mitotic cytoplasm, playing no role in mitotic progression identified to date. However, a small number of nuclear pore proteins, including the Nup107-160 complex, localize to regions of the mitotic kinetochore and͞or spindle, pointing toward a function in mitotic chromosome segregation (4-15). We now know that, in vitro, the Nup107-160 complex is required for spindle assembly (15).Nuclear reassembly, which begins in late anaphase and continues through telophase, occurs at the chromatin periphery. During this time, the nuclear pore subunits reassemble, stepwise, into pore complexes within the double nuclear membrane. The Nup107-160 complex, by far the largest of the pore subunits, has been shown to play a critical role in nuclear pore assembly. The Nup107-160 complex consists to date of nine proteins (Fig. 1C: Nup160, Nup133, Nup107, Nup96, Nup8...
Stop codons have been exploited for genetic incorporation of unnatural amino acids (Uaas) in live cells, but the efficiency is low possibly due to competition from release factors, limiting the power and scope of this technology. Here we show that the reportedly essential release factor 1 can be knocked out from Escherichia coli by fixing release factor 2. The resultant strain JX33 is stable and independent, and reassigns UAG from a stop signal to an amino acid when a UAG-decoding tRNA/synthetase pair is introduced. Uaas were efficiently incorporated at multiple UAG sites in the same gene without translational termination in JX33. We also found that amino acid incorporation at endogenous UAG codons is dependent on RF1 and mRNA context, which explains why E. coli tolerates apparent global suppression of UAG. JX33 affords a unique autonomous host for synthesizing and evolving novel protein functions by enabling Uaa incorporation at multiple sites.
Desorption/ionization on porous silicon mass spectrometry (DIOS-MS) is a novel method for generating and analyzing gas-phase ions that employs direct laser vaporization. The structure and physicochemical properties of the porous silicon surfaces are crucial to DIOS-MS performance and are controlled by the selection of silicon and the electrochemical etching conditions. Porous silicon generation and DIOS signals were examined as a function of silicon crystal orientation, resistivity, etching solution, etching current density, etching time, and irradiation. Pre-and postetching conditions were also examined for their effect on DIOS signal as were chemical modifications to examine stability with respect to surface oxidation. Pore size and other physical characteristics were examined by scanning electron microscopy and Fourier transform infrared spectroscopy, and correlated with DIOS-MS signal. Porous silicon surfaces optimized for DIOS response were examined for their applicability to quantitative analysis, organic reaction monitoring, post-source decay mass spectrometry, and chromatography.
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