LINGO-1 Interacts with WNK1 to Regulate Nogo-induced Inhibition of Neurite Extension

LINGO-1 is a component of the tripartite receptor complexes, which act as a convergent mediator of the intracellular signaling in response to myelin-associated inhibitors and lead to collapse of growth cone and inhibition of neurite extension. Although the function of LINGO-1 has been intensively studied, its downstream signaling remains elusive. In the present study, a novel interaction between LINGO-1 and a serine-threonine kinase WNK1 was identified by yeast two-hybrid screen. The interaction was further validated by fluorescence resonance energy transfer and co-immunoprecipitation, and this interaction was intensified by Nogo66 treatment. Morphological evidences showed that WNK1 and LINGO-1 were co-localized in cortical neurons. Furthermore, either suppressing WNK1 expression by RNA interference or overexpression of WNK1-(123–510) attenuated Nogo66-induced inhibition of neurite extension and inhibited the activation of RhoA. Moreover, WNK1 was identified to interact with Rho-GDI1, and this interaction was attenuated by Nogo66 treatment, further indicating its regulatory effect on RhoA activation. Taken together, our results suggest that WNK1 is a novel signaling molecule involved in regulation of LINGO-1 mediated inhibition of neurite extension.Axons of the adult mammalian central nervous system possess an extremely limited ability to regenerate after injury, largely because of inhibitory components of myelin preventing axon growth (1, 2). Several myelin-associated inhibitors have been identified, including myelin-associated glycoprotein (3–5), chondroitin sulfate proteoglycans (6), oligodendrocyte myelin glycoprotein (7), and Nogo (8–10). Myelin-associated glycoprotein, oligodendrocyte myelin glycoprotein, and Nogo bind to the Nogo-66 receptor (NgR)3 and exert their actions through a tripartite receptor complex NgR/LINGO-1/p75^NTR (11) or NgR/LINGO-1/TROY (12, 13).LINGO-1 is a transmembrane protein that contains a leucine-rich repeat, an immunoglobulin domain, and a short intracellular tail (11). LINGO-1 functions as an essential component of the NgR complexes that mediate the activity of myelin inhibitors to regulate central nervous system axon growth (11, 14). In neurons, the NgR complexes activate RhoA in the presence of myelin inhibitors, which lead to growth cone collapse and neurite extension inhibition (11). Attenuation of LINGO-1 function is able to overcome the myelin inhibitory activity in the spinal cord that prevents axonal regeneration after lesion in rats (15). Besides, it has been reported that LINGO-1 is also expressed in oligodendrocytes, where it negatively regulates oligodendrocyte differentiation and axon myelination (16). Inhibition of LINGO-1 promotes spinal cord remyelination in an experimental model of autoimmune encephalitis (17). Moreover, inhibition of LINGO-1 has been shown to enhance survival, structure, and function of dopaminergic neurons in Parkinson disease models (18). Although the function of LINGO-1 has been intensively studied, much less is known about its downstream signaling.To gain insight into the mechanisms by which LINGO-1 functions, it is of considerable importance to identify new binding partners of LINGO-1. Therefore, using the intracellular domain of LINGO-1 as bait, we employed yeast two-hybrid screening on a brain cDNA library and identified several candidates that interact with LINGO-1, one of which is the protein kinase WNK1.WNKs (with no lysine [K]) are a distinct subfamily of serine-threonine kinases, which are characterized by a unique placement of the lysine that is involved in binding ATP and catalyzing phosphoryl transfer (19). Thus far, WNKs are known composed of four members, WNK1, WNK2, WNK3, and WNK4. Mutations in the serine-threonine kinases WNK1 and WNK4 cause a Mendelian disease PAHII, featuring hypertension and hyperkalemia (20, 21), and their roles in the regulation of electrolyte flux in the kidney have been well established (22). Recently, other important features of WNKs are beginning to be understood. WNKs have also been proposed functioning in a number of non-transport processes, including cell growth, differentiation, and apoptosis (23–26). Although WNK1 has been shown to be expressed in brain (27, 28), little is known about its function in the nervous system until recently; mutations of a nervous system-specific exon of the WNK1 gene were found to cause Hereditary sensory and autonomic neuropathy type II (HSANII) (29). In this study WNK1 was demonstrated to interact with LINGO-1 and regulate Nogo-induced inhibition of neurite extension.     

Ubiquitination Regulates Proteolytic Processing of G Protein-coupled Receptors after Their Sorting to Lysosomes

Ubiquitination is essential for the endocytic sorting of various G protein-coupled receptors to lysosomes. Here we identify a distinct function of this covalent modification in controlling the later proteolytic processing of receptors. Mutation of all cytoplasmic lysine residues in the murine δ-opioid receptor blocked receptor ubiquitination without preventing ligand-induced endocytosis of receptors or their subsequent delivery to lysosomes, as verified by proteolysis of extramembrane epitope tags and down-regulation of radioligand binding to the transmembrane helices. Surprisingly, a functional screen revealed that the E3 ubiquitin ligase AIP4 specifically controls down-regulation of wild type receptors measured by radioligand binding without detectably affecting receptor delivery to lysosomes defined both immunochemically and biochemically. This specific AIP4-dependent regulation required direct ubiquitination of receptors and was also regulated by two deubiquitinating enzymes, AMSH and UBPY, which localized to late endosome/lysosome membranes containing internalized δ-opioid receptor. These results identify a distinct function of AIP4-dependent ubiquitination in controlling the later proteolytic processing of G protein-coupled receptors, without detectably affecting their endocytic sorting to lysosomes. We propose that ubiquitination or ubiquitination/deubiquitination cycling specifically regulates later proteolytic processing events required for destruction of the receptor''s hydrophobic core.A fundamental cellular mechanism contributing to homeostatic regulation of receptor-mediated signal transduction involves ligand-induced endocytosis of receptors followed by proteolysis in lysosomes. The importance of such proteolytic down-regulation has been documented extensively for a number of seven-transmembrane or G protein-coupled receptors (GPCRs),³ which comprise the largest known family of signaling receptors expressed in animals, as well as for other important signaling receptors, such as the epidermal growth factor receptor tyrosine kinase (1–5).One GPCR that is well known to undergo endocytic trafficking to lysosomes is the δ-opioid peptide receptor (DOR or DOP-R) (6). Following endocytosis, DOR traffics efficiently to lysosomes in both neural and heterologous cell models (6–8), whereas many membrane proteins, including various GPCRs, recycle rapidly to the plasma membrane (9–12). Such molecular sorting of internalized receptors between divergent recycling and degradative pathways is thought to play a fundamental role in determining the functional consequences of regulated endocytosis (2, 3, 13, 14). The sorting process that directs internalized DOR to lysosomes is remarkably efficient and appears to occur rapidly (within several min) after receptor endocytosis (11). Nevertheless, biochemical mechanisms that control lysosomal trafficking and proteolysis of DOR remain poorly understood.A conserved mechanism that promotes lysosomal trafficking of a number of membrane proteins, including various signaling receptors, is mediated by covalent modification of cytoplasmic lysine residues with ubiquitin (4, 15–17). Ubiquitination was first identified as an endocytic sorting determinant in studies of vacuolar trafficking of the yeast GPCR Ste2p (18). Subsequent studies have established numerous examples of lysyl-ubiquitination being required for sorting endocytic cargo to lysosomes and have identified conserved machinery responsible for the targeting of ubiquitinated cargo to lysosomes (3, 17, 19–22).The CXCR4 chemokine receptor provides a clear example of ubiquitin-dependent lysosomal sorting of a mammalian GPCR. Ubiquitination of the carboxyl-terminal cytoplasmic domain of the CXCR4 receptor, mediated by the E3 ubiquitin ligase AIP4, is specifically required for the HRS- and VPS4-dependent trafficking of internalized receptors to lysosomes. Blocking this ubiquitination event by Lys → Arg mutation of the receptor specifically inhibits trafficking of internalized receptors to lysosomes, resulting in recycling rather than lysosomal proteolysis of receptors after ligand-induced endocytosis (23–25).Lysosomal trafficking of DOR, in contrast, is not prevented by mutation of cytoplasmic lysine residues (26) and can be regulated by ubiquitination-independent protein interaction(s) (27, 28). Nevertheless, both wild type and lysyl-mutant DORs traffic to lysosomes via a similar pathway as ubiquitin-dependent membrane cargo and require both HRS and active VPS4 to do so (29). These observations indicate that DOR engages the same core endocytic mechanism utilized by ubiquitination-directed membrane cargo but leave unresolved whether ubiquitination of DOR plays any role in this important cellular mechanism of receptor down-regulation.There is no doubt that DOR can undergo significant ubiquitination in mammalian cells, including HEK293 cells (30–32), where lysosomal trafficking of lysyl-mutant receptors was first observed (26). Ubiquitination was shown previously to promote proteolysis of DOR by proteasomes and to function in degrading misfolded receptors from the biosynthetic pathway (30, 31). A specific role of ubiquitination in promoting proteasome- but not lysosome-mediated proteolysis of DOR has been emphasized (32) and proposed to contribute to proteolytic down-regulation of receptors also from the plasma membrane (33).To our knowledge, no previous studies have determined if DOR ubiquitination plays any role in controlling receptor proteolysis mediated by lysosomes, although this represents a predominant pathway by which receptors undergo rapid down-regulation following ligand-induced endocytosis in a number of cell types, including HEK293 cells (8). In the present study, we have taken two approaches to addressing this fundamental question. First, we have investigated in greater detail the effects of lysyl-mutation on DOR ubiquitination and trafficking. Second, we have independently investigated the role of ubiquitination in controlling lysosomal proteolysis of wild type DOR. Our results clearly establish the ability of DOR to traffic efficiently to lysosomes in the absence of any detectable ubiquitination. Further, they identify a distinct and unanticipated function of AIP4-dependent ubiquitination in regulating the later proteolytic processing of receptors and show that this distinct ubiquitin-dependent regulatory mechanism operates effectively downstream of the sorting decision that commits internalized receptors for delivery to lysosomes.     

Analysis of Free Energy Signals Arising from Nucleotide Hybridization Between rRNA and mRNA Sequences during Translation in Eubacteria

A decoding algorithm is tested that mechanistically models the progressive alignments that arise as the mRNA moves past the rRNA tail during translation elongation. Each of these alignments provides an opportunity for hybridization between the single-stranded, -terminal nucleotides of the 16S rRNA and the spatially accessible window of mRNA sequence, from which a free energy value can be calculated. Using this algorithm we show that a periodic, energetic pattern of frequency 1/3 is revealed. This periodic signal exists in the majority of coding regions of eubacterial genes, but not in the non-coding regions encoding the 16S and 23S rRNAs. Signal analysis reveals that the population of coding regions of each bacterial species has a mean phase that is correlated in a statistically significant way with species () content. These results suggest that the periodic signal could function as a synchronization signal for the maintenance of reading frame and that codon usage provides a mechanism for manipulation of signal phase.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32]     

Proinsulin and the Genetics of Diabetes Mellitus

Insulin plays a central role in the regulation of vertebrate metabolism. The hormone, the post-translational product of a single-chain precursor, is a globular protein containing two chains, A (21 residues) and B (30 residues). Recent advances in human genetics have identified dominant mutations in the insulin gene causing permanent neonatal-onset DM² (1–4). The mutations are predicted to block folding of the precursor in the ER of pancreatic β-cells. Although expression of the wild-type allele would in other circumstances be sufficient to maintain homeostasis, studies of a corresponding mouse model (5–7) suggest that the misfolded variant perturbs wild-type biosynthesis (8, 9). Impaired β-cell secretion is associated with ER stress, distorted organelle architecture, and cell death (10). These findings have renewed interest in insulin biosynthesis (11–13) and the structural basis of disulfide pairing (14–19). Protein evolution is constrained not only by structure and function but also by susceptibility to toxic misfolding.Insulin plays a central role in the regulation of vertebrate metabolism. The hormone, the post-translational product of a single-chain precursor, is a globular protein containing two chains, A (21 residues) and B (30 residues). Recent advances in human genetics have identified dominant mutations in the insulin gene causing permanent neonatal-onset DM² (1–4). The mutations are predicted to block folding of the precursor in the ER of pancreatic β-cells. Although expression of the wild-type allele would in other circumstances be sufficient to maintain homeostasis, studies of a corresponding mouse model (5–7) suggest that the misfolded variant perturbs wild-type biosynthesis (8, 9). Impaired β-cell secretion is associated with ER stress, distorted organelle architecture, and cell death (10). These findings have renewed interest in insulin biosynthesis (11–13) and the structural basis of disulfide pairing (14–19). Protein evolution is constrained not only by structure and function but also by susceptibility to toxic misfolding.     

Algorithms for Finding Small Attractors in Boolean Networks

A Boolean network is a model used to study the interactions between different genes in genetic regulatory networks. In this paper, we present several algorithms using gene ordering and feedback vertex sets to identify singleton attractors and small attractors in Boolean networks. We analyze the average case time complexities of some of the proposed algorithms. For instance, it is shown that the outdegree-based ordering algorithm for finding singleton attractors works in time for , which is much faster than the naive time algorithm, where is the number of genes and is the maximum indegree. We performed extensive computational experiments on these algorithms, which resulted in good agreement with theoretical results. In contrast, we give a simple and complete proof for showing that finding an attractor with the shortest period is NP-hard.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32]     

Splitting the BLOSUM Score into Numbers of Biological Significance

Mathematical tools developed in the context of Shannon information theory were used to analyze the meaning of the BLOSUM score, which was split into three components termed as the BLOSUM spectrum (or BLOSpectrum). These relate respectively to the sequence convergence (the stochastic similarity of the two protein sequences), to the background frequency divergence (typicality of the amino acid probability distribution in each sequence), and to the target frequency divergence (compliance of the amino acid variations between the two sequences to the protein model implicit in the BLOCKS database). This treatment sharpens the protein sequence comparison, providing a rationale for the biological significance of the obtained score, and helps to identify weakly related sequences. Moreover, the BLOSpectrum can guide the choice of the most appropriate scoring matrix, tailoring it to the evolutionary divergence associated with the two sequences, or indicate if a compositionally adjusted matrix could perform better.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29]     

Heparan Sulfate Proteoglycans Are Receptors for the Cell-surface Trafficking and Biological Activity of Transglutaminase-2

Transglutaminase type 2 (TG2) is both a protein cross-linking enzyme and a cell adhesion molecule with an elusive unconventional secretion pathway. In normal conditions, TG2-mediated modification of the extracellular matrix modulates cell motility, proliferation and tissue repair, but under continuous cell insult, higher expression and elevated extracellular trafficking of TG2 contribute to the pathogenesis of tissue scarring. In search of TG2 ligands that could contribute to its regulation, we characterized the affinity of TG2 for heparan sulfate (HS) and heparin, an analogue of the chains of HS proteoglycans (HSPGs). By using heparin/HS solid-binding assays and surface plasmon resonance we showed that purified TG2 has high affinity for heparin/HS, comparable to that for fibronectin, and that cell-surface TG2 interacts with heparin/HS. We demonstrated that cell-surface TG2 directly associates with the HS chains of syndecan-4 without the mediation of fibronectin, which has affinity for both syndecan-4 and TG2. Functional inhibition of the cell-surface HS chains of wild-type and syndecan-4-null fibroblasts revealed that the extracellular cross-linking activity of TG2 depends on the HS of HSPG and that syndecan-4 plays a major but not exclusive role. We found that heparin binding did not alter TG2 activity per se. Conversely, fibroblasts deprived of syndecan-4 were unable to effectively externalize TG2, resulting in its cytosolic accumulation. We propose that the membrane trafficking of TG2, and hence its extracellular activity, is linked to TG2 binding to cell-surface HSPG.Transglutaminase type 2 (TG2,² EC 2.3.2.13) is the most widespread member of a large family of enzymes that catalyze the Ca²⁺-dependent post-translational modification of proteins leading to intra- or intermolecular Nϵ(γ-glutamyl)lysine bonds (1, 2). Unlike other family members, TG2 is uniquely exported through a yet to be elucidated non-conventional pathway. Once secreted, TG2 finds in the extracellular compartment the ideal conditions of high Ca²⁺ and low GTP concentration for the activation of its intrinsic transamidation activity (cross-linking) (2, 3). Intracellularly, GTP binding suppresses the Ca²⁺-dependent cross-linking activity and determines the additional GTPase activity of TG2 (4, 5), which is responsible for signal transduction (6). Once externalized, TG2 remains tightly bound to the cell surface and to the extracellular matrix (ECM) (7, 8), and it is rarely found free in the conditioned medium, unless overexpressed by cell transfection (9).Extracellular TG2 activity is involved in the cross-linking of the ECM, conferring resistance to matrix metalloproteinase and promoting cell-matrix interactions via cross-linking of fibronectin (FN) and collagen (1, 7, 11, 12). TG2 has an additional non-enzymatic role in the matrix as an integrin-β₁ co-receptor (8) by supporting RGD-independent cell adhesion to FN (8, 13, 14).Extracellular cross-linking and TG2-mediated adhesion facilitate the repair process in many tissue compartments (1, 2, 15, 16). On the other hand, uncontrolled cross-linking as a consequence of chronic cell insult and secretion of TG2 has been implicated in a number of pathological conditions, including kidney, liver, and pulmonary fibrosis (17–20).Understanding how TG2 is exported and targeted to the cell surface is critical for limiting its cellular secretion and extracellular action. Although a key trigger for TG2 export is cell stress (2, 21, 22), TG2 is not unspecifically released, because extracellular trafficking occurs in the absence of leakage of intracellular components and cells remain viable (23). We know that TG2 requires the tertiary structure of its active site region to be secreted (9); moreover, TG2 is acetylated on the N terminus (24), a process reported to affect membrane targeting of non-conventional secreted proteins (25). Two main binding partners for TG2, FN and integrin-β1, have both been attributed a possible role in the transport of TG2 to the cell surface (8, 26). FN was shown to co-localize with TG2 once released (26), and integrin-β1 to co-associate with TG2 in cells induced to differentiate (8).TG2 has also long been known to have some affinity for heparin (27, 28), a highly sulfated analogue of heparan sulfate (HS) glycosaminoglycan chains, which are abundant constituents of the cell surface/ECM. HS chains are linear polysaccharides consisting of alternating N-acetylated or N-sulfated glucosamine units (GlcNAc or GlcNS), and uronic acids (glucuronic acid GlcA or iduronic acid IdoA residues) (29), which only exist covalently bound to the core protein of cell-surface proteoglycans (syndecans and glypicans) and secreted proteoglycans (29). Heparin binding is a property common to many ECM proteins (29), but the level of affinity has never been established for TG2, which makes it difficult to estimate the real biological significance of this interaction. Heparan sulfate proteoglycans (HSPG) bind ECM ligands through the HS chains, influencing their biological activity, trafficking, and secretion. Among the HSPG subfamilies, the syndecans act as co-receptors for both ECM components and soluble ligands (30), and syndecan-4 has overlapping roles with extracellular TG2 in wound healing and fibrosis (31, 32). In this study, we show that TG2 has a surprisingly high affinity for heparin and HS, raising the hypothesis that HSPG are involved in its biological activity. We demonstrate that HSPGs are essential for the transamidating activity of TG2 at the cell surface and that syndecan-4 acts as a receptor for TG2, which is involved in the trafficking and cell-surface localization, and thus activity of TG2.     

The Wavelet-Based Cluster Analysis for Temporal Gene Expression Data

A variety of high-throughput methods have made it possible to generate detailed temporal expression data for a single gene or large numbers of genes. Common methods for analysis of these large data sets can be problematic. One challenge is the comparison of temporal expression data obtained from different growth conditions where the patterns of expression may be shifted in time. We propose the use of wavelet analysis to transform the data obtained under different growth conditions to permit comparison of expression patterns from experiments that have time shifts or delays. We demonstrate this approach using detailed temporal data for a single bacterial gene obtained under 72 different growth conditions. This general strategy can be applied in the analysis of data sets of thousands of genes under different conditions.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29]     

The Deubiquitinating Enzyme USP10 Regulates the Post-endocytic Sorting of Cystic Fibrosis Transmembrane Conductance Regulator in Airway Epithelial Cells

The cystic fibrosis transmembrane conductance regulator (CFTR), a member of the ABC transporter superfamily, is a cyclic AMP-regulated chloride channel and a regulator of other ion channels and transporters. In epithelial cells CFTR is rapidly endocytosed from the apical plasma membrane and efficiently recycles back to the plasma membrane. Because ubiquitination targets endocytosed CFTR for degradation in the lysosome, deubiquitinating enzymes (DUBs) are likely to facilitate CFTR recycling. Accordingly, the aim of this study was to identify DUBs that regulate the post-endocytic sorting of CFTR. Using an activity-based chemical screen to identify active DUBs in human airway epithelial cells, we demonstrated that Ubiquitin Specific Protease-10 (USP10) is located in early endosomes and regulates the deubiquitination of CFTR and its trafficking in the post-endocytic compartment. small interference RNA-mediated knockdown of USP10 increased the amount of ubiquitinated CFTR and its degradation in lysosomes, and reduced both apical membrane CFTR and CFTR-mediated chloride secretion. Moreover, a dominant negative USP10 (USP10-C424A) increased the amount of ubiquitinated CFTR and its degradation, whereas overexpression of wt-USP10 decreased the amount of ubiquitinated CFTR and increased the abundance of CFTR. These studies demonstrate a novel function for USP10 in facilitating the deubiquitination of CFTR in early endosomes and thereby enhancing the endocytic recycling of CFTR.The endocytosis, endocytic recycling, and endosomal sorting of numerous transport proteins and receptors are regulated by ubiquitination (1–6). Ubiquitin, an 8-kDa protein, is conjugated to target proteins via a series of steps that includes ubiquitin-activating enzymes (E1),² ubiquitin-conjugating enzymes (E2), and ubiquitin ligases (E3) (1). Proteins that are ubiquitinated in the plasma membrane are internalized and are either deubiquitinated and recycle back to the plasma membrane or, via interactions with the endosomal sorting complexes required for transport machinery, are delivered to the lysosome for degradation (1–7). Sorting of ubiquitinated plasma membrane proteins for either the lysosomal pathway or for the recycling pathway is regulated, in part, by the removal of ubiquitin by deubiquitinating enzymes (DUBs) (1–6). Thus, the balance between ubiquitination and deubiquitination regulates the plasma membrane abundance of several membrane proteins, including the epithelial sodium channel (ENaC), the epidermal growth factor receptor, the transforming growth factor-β receptor, and the cytokine receptor γ-c (8–14).CFTR is rapidly endocytosed from the plasma membrane and undergoes rapid and efficient recycling back to the plasma membrane in human airway epithelial cells, with >75% of endocytosed wild-type CFTR recycling back to the plasma membrane (15–18). A study published several years ago demonstrated that, although ubiquitination did not regulate CFTR endocytosis, ubiquitination reduced the plasma membrane abundance of CFTR in BHK cells by redirecting CFTR from recycling endosomes to lysosomes for degradation (19). However, neither the E3 ubiquitin ligase(s) responsible for the ubiquitination of CFTR nor the DUB(s) responsible for the deubiquitination of CFTR in the endocytic pathway have been identified in any cell type. Moreover, the effect of the ubiquitin status of CFTR on its endocytic sorting in human airway epithelial cells has not been reported. Thus, the goals of this study were to determine if the ubiquitin status regulates the post-endocytic sorting of CFTR in polarized airway epithelial cells, and to identify the DUBs that deubiquitinate CFTR.Approximately 100 DUBs have been identified in the human genome and are classified into five families based on sequence similarity and mechanism of action (1–6, 20, 21). To identify DUBs that regulate the deubiquitination of CFTR from this large class of enzymes, we chose an activity-based, chemical probe screening approach developed by Dr. Hidde Ploegh (4, 21, 22). This approach utilizes a hemagglutinin (HA)-tagged ubiquitin probe engineered with a C-terminal modification incorporating a thiol-reactive group that forms an irreversible, covalent bond with active DUBs. Using this approach we demonstrated in polarized human airway epithelial cells that ubiquitin-specific protease-10 (USP10) is located in early endosomes and regulates the deubiquitination of CFTR and thus its trafficking in the post-endocytic compartment. These studies demonstrate a novel function for USP10 in promoting the deubiquitination of CFTR in early endosomes and thereby enhancing the endocytic recycling of CFTR.     

Multipattern Consensus Regions in Multiple Aligned Protein Sequences and Their Segmentation

Decomposing a biological sequence into its functional regions is an important prerequisite to understand the molecule. Using the multiple alignments of the sequences, we evaluate a segmentation based on the type of statistical variation pattern from each of the aligned sites. To describe such a more general pattern, we introduce multipattern consensus regions as segmented regions based on conserved as well as interdependent patterns. Thus the proposed consensus region considers patterns that are statistically significant and extends a local neighborhood. To show its relevance in protein sequence analysis, a cancer suppressor gene called p53 is examined. The results show significant associations between the detected regions and tendency of mutations, location on the 3D structure, and cancer hereditable factors that can be inferred from human twin studies.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27]     

Identification of Regulatory and Cargo Proteins of Endosomal and Secretory Pathways in Arabidopsis thaliana by Proteomic Dissection

The cell''s endomembranes comprise an intricate, highly dynamic and well-organized system. In plants, the proteins that regulate function of the various endomembrane compartments and their cargo remain largely unknown. Our aim was to dissect subcellular trafficking routes by enriching for partially overlapping subpopulations of endosomal proteomes associated with endomembrane markers. We selected RABD2a/ARA5, RABF2b/ARA7, RABF1/ARA6, and RABG3f as markers for combinations of the Golgi, trans-Golgi network (TGN), early endosomes (EE), secretory vesicles, late endosomes (LE), multivesicular bodies (MVB), and the tonoplast. As comparisons we used Golgi transport 1 (GOT1), which localizes to the Golgi, clathrin light chain 2 (CLC2) labeling clathrin-coated vesicles and pits and the vesicle-associated membrane protein 711 (VAMP711) present at the tonoplast. We developed an easy-to-use method by refining published protocols based on affinity purification of fluorescent fusion constructs to these seven subcellular marker proteins in Arabidopsis thaliana seedlings. We present a total of 433 proteins, only five of which were shared among all enrichments, while many proteins were common between endomembrane compartments of the same trafficking route. Approximately half, 251 proteins, were assigned to one enrichment only. Our dataset contains known regulators of endosome functions including small GTPases, SNAREs, and tethering complexes. We identify known cargo proteins such as PIN3, PEN3, CESA, and the recently defined TPLATE complex. The subcellular localization of two GTPase regulators predicted from our enrichments was validated using live-cell imaging. This is the first proteomic dataset to discriminate between such highly overlapping endomembrane compartments in plants and can be used as a general proteomic resource to predict the localization of proteins and identify the components of regulatory complexes and provides a useful tool for the identification of new protein markers of the endomembrane system.Membrane compartmentalization is an essential mechanism for eukaryotic life, by which cells separate and control biological processes. Plant growth, development, and adaptation to biotic and abiotic stress all rely on the highly dynamic endomembrane system, yet we know comparatively little about the proteins regulating these dynamic trafficking events. The plasma membrane (PM) provides the main interface between the cell and its environment, mediating the transfer of material to and from the cell and is a primary site for perception of external signals. Transmembrane proteins are synthesized in the endoplasmic reticulum (ER) and trafficked to the PM via the Golgi, although there are other secretory routes for soluble cargo (discussed in (1–4)). Post-Golgi trafficking is the main route by which newly synthesized transmembrane proteins and cell wall glycans are delivered to the PM. In plants, secretory and endocytic traffic converge at the trans-Golgi network (TGN), which also functions as an early endosome (EE). Multivesicular bodies (MVBs) are the other main endosomal compartment in plants and serve as prevacuolar compartments (PVCs) or late endosomes (LE) destined for vacuolar degradation (reviewed (1, 5, 6)).Recycling and sorting of plasma membrane proteins is essential for generating the polar localization of auxin efflux transporters (discussed in (7)), formation of the cell plate during cell division (8–11), and in defense such as localized deposition of papilla reviewed in (12, 13). Furthermore, the subcellular localization of transporters and receptors is dynamically regulated. For example, the boron transporter (BOR1) exhibits polar localization and is internalized and degraded under conditions of high boron to reduce toxicity (14, 15). Similarly the receptor-like kinases (RLKs) flagellin-sensing 2 (FLS2) and brassinosteroid insensitive 1 (BRI1), important transmembrane receptors in antibacterial immunity and plant development, respectively, are constitutively endocytosed and recycled to the PM (16–18). Both receptors and transporters are also cargoes of the LE/MVB trafficking route (16) and are probably sorted to the vacuole for degradation (19, 20). Importantly, FLS2 trafficking via the recycling endocytic or the late endocytic route depends on its activation status; inactive receptors are recycled while ligand-activated receptors are sorted to the late endosomal pathway (16). Similarly, the polar sorting of auxin efflux transporters depends on their phosphorylation status (21). These observations illustrate that membrane compartmentalization underpins important aspects of plant cell biology and has initiated a quest toward a better understanding of the endomembrane compartments and the routes and mechanisms by which cargo is trafficked and sorted within the cell.Membrane trafficking within the cell requires complex machinery consisting of a plethora of coat and adaptor proteins, small GTPases, targeting, tethering, and scission factors (reviewed in (22, 23)). Homologues of some animal and yeast and endomembrane regulators have been identified in plants, but the localization and function of many of these remain to be characterized. For example, members of the RAB GTPase family have been shown to have markedly different roles and localizations in plants compared with their animal and yeast homologs (24). Therefore, acquiring localization data for tethering complexes and other regulators in plant systems is essential. In Arabidopsis thaliana, some of these proteins have been developed as useful probes to visualize the different endomembrane compartments by fusion with fluorescent reporters (9, 25–27). These include regulators of trafficking events such as RAB GTPases that are molecular switches responsible for the assembly of tethering and docking complexes and compartment identity. RAB proteins are widely used markers of endomembrane compartments, for example RABD2a/ARA5 labels the Golgi and TGN/EE as well as post-Golgi vesicles (4, 24, 26, 28), RABF2b/ARA7 localizes to TGN/EE and LE (25), RABF1/ARA6 is a marker of the LE/MVB vesicles (25, 29), and RABG3f localizes to MVBs and the tonoplast (26, 30).Fluorescent-tagged marker lines for the live-cell imaging of plant cells have been invaluable in defining the location of proteins within and between organelles and endomembrane compartments (26). However, microscopic investigation of membrane trafficking is limited by throughput, as only few proteins can be studied simultaneously. A powerful approach to large-scale identification of proteins in endomembrane compartments is through subcellular fractionation based on physical properties to directly isolate or enrich for the subcellular compartment of interest. Subcellular fractionation-based proteomics have been successfully used to decipher the steady state and cargo proteomes of, including but not limited to, the ER, the vacuole, PM, mitochondria and chloroplasts, and smaller vesicle-like compartments such as peroxisomes and Golgi (31–41). However, the smaller, transitory vesicles of the secretory and endocytic pathways have proved challenging to purify for reliable proteomic analysis. To overcome this, affinity purification of vesicles was established in animal cells (42, 43) and recently successfully applied in plants in combination with subcellular fractionation. Affinity purification and mass spectrometry (MS) of syntaxin of plants 61 (SYP61)-positive TGN/EE compartments identified 145 proteins specifically enriched in (44), while affinity isolation of VHA-a1-GFP (vacuolar H⁺ ATPase A1) identified 105 proteins associated with the TGN/EE (45). The VHA-A1 affinity purification data were then further refined using density gradient centrifugation to differentiate cargo and steady-state proteins (45).We have further explored affinity purification of fluorescent-tagged markers localizing to defined compartments to identify proteins associated with trafficking. Our motivation was to dissect the trafficking routes by enriching for partially overlapping subpopulations of endosomal proteomes associated with small GTPases in the RAB family. We selected RABD2a/ARA5, RABF2b/ARA7, RABF1/ARA6, and RABG3f as markers for Golgi/TGN/EE/secretory vesicles, LE/MVB compartments, LE/MVB compartments and LE/MVB/tonoplast, respectively. Additionally, we used Golgi transport 1 (GOT1), which localizes to the Golgi, clathrin light chain 2 (CLC2) labeling clathrin-coated vesicles (CCVs) and pits and the vesicle-associated membrane protein 711 (VAMP711) present at the tonoplast (26, 27, 29, 46, 47) as comparisons. Our objective was to identify transient cargo proteins, tethers, and docking factors associated with dynamic subdomains of the endomembrane system, to supplement better-characterized “steady-state” components, and to identify components of recycling and vacuolar trafficking pathways.