Fast subcellular localization by cascaded fusion of signal-based and homology-based methods

<p>Abstract</p> <p>Background</p> <p>The functions of proteins are closely related to their subcellular locations. In the post-genomics era, the amount of gene and protein data grows exponentially, which necessitates the prediction of subcellular localization by computational means.</p> <p>Results</p> <p>This paper proposes mitigating the computation burden of alignment-based approaches to subcellular localization prediction by a cascaded fusion of cleavage site prediction and profile alignment. Specifically, the informative segments of protein sequences are identified by a cleavage site predictor using the information in their N-terminal shorting signals. Then, the sequences are truncated at the cleavage site positions, and the shortened sequences are passed to PSI-BLAST for computing their profiles. Subcellular localization are subsequently predicted by a profile-to-profile alignment support-vector-machine (SVM) classifier. To further reduce the training and recognition time of the classifier, the SVM classifier is replaced by a new kernel method based on the perturbational discriminant analysis (PDA).</p> <p>Conclusions</p> <p>Experimental results on a new dataset based on Swiss-Prot Release 57.5 show that the method can make use of the best property of signal- and homology-based approaches and can attain an accuracy comparable to that achieved by using full-length sequences. Analysis of profile-alignment score matrices suggest that both profile creation time and profile alignment time can be reduced without significant reduction in subcellular localization accuracy. It was found that PDA enjoys a short training time as compared to the conventional SVM. We advocate that the method will be important for biologists to conduct large-scale protein annotation or for bioinformaticians to perform preliminary investigations on new algorithms that involve pairwise alignments.</p

Translational control by the multi-KH domain protein Scp160

The control of mRNA translation mediated by RNA-binding proteins (RBPs) is a key player in modulating gene expression. In S. cerevisiae, the multi-KH domain protein Scp160 associates with a large number of mRNAs and is present on membrane-bound and, to a lesser extent, cytosolic polysomes. Its binding site on the ribosome is close to the mRNA exit tunnel and in vicinity to Asc1, which constitutes a binding platform for signaling molecules. The present study focused on the closer characterization of the Scp160-ribosome interaction and on the suggested function of Scp160 in modulating the translation of specific target mRNAs. Using affinity purifications, the partial RNA-dependence of the Scp160-ribosome association was confirmed. In contrast to published results, ribosome association was found to be only slightly reduced but not abolished in the absence of Asc1 or the last two KH domains. Furthermore, the putative elongation regulator Stm1 was identified as a co-purifier of Scp160. In subcellular fractionation experiments, RNA-binding mutants of Scp160 were present in the ribosome-free cytosolic fraction and therefore partially deficient in ribosome association and/or mRNP formation. However, no physiological conditions were found that equally induce a shift of wildtype Scp160 towards the cytosolic fraction. Within the scope of a translational profiling approach, microarray analyses of RNA isolated from sucrose density gradient fractions were performed and led to the identification of a set of mRNAs that shift their position within the gradients upon Scp160 depletion, indicating changes in their translation rates. Consistent with the membrane localization of Scp160, transcripts encoding secreted proteins were significantly enriched. Using immunoprecipitation and subsequent quantitative real-time PCR (qRT-PCR), the interaction of Scp160 with a subgroup of the identified targets was confirmed and it was shown that their binding is dependent on the conserved GXXG motifs in the two C-terminal KH domains of Scp160. Furthermore, data were obtained indicating that Scp160 can act as a translational activator on some of its target mRNAs, probably on the level of translation elongation. Finally, first evidence was provided that the translational misregulation of specific target transcripts may be involved in the polyploidization that is a hallmark of Scp160-deprived cells. In summary, these data substantiate the assumption that Scp160 is involved in translational regulation of a specific, functionally related subset of mRNAs. This finding is in good accordance with the emerging view that RBPs co-regulate multiple transcripts in order to allow faster adaptation to environmental changes

Overexpression of Key Sterol Pathway Enzymes in Two Model Marine Diatoms Alters Sterol Profiles in <i>Phaeodactylum tricornutum</i>.

Sterols are a class of triterpenoid molecules with diverse functional roles in eukaryotic cells, including intracellular signaling and regulation of cell membrane fluidity. Diatoms are a dominant eukaryotic phytoplankton group that produce a wide diversity of sterol compounds. The enzymes 3-hydroxy-3-methyl glutaryl CoA reductase (HMGR) and squalene epoxidase (SQE) have been reported to be rate-limiting steps in sterol biosynthesis in other model eukaryotes; however, the extent to which these enzymes regulate triterpenoid production in diatoms is not known. To probe the role of these two metabolic nodes in the regulation of sterol metabolic flux in diatoms, we independently over-expressed two versions of the native HMGR and a conventional, heterologous SQE gene in the diatoms Thalassiosira pseudonana and Phaeodactylum tricornutum. Overexpression of these key enzymes resulted in significant differential accumulation of downstream sterol pathway intermediates in P. tricornutum. HMGR-mVenus overexpression resulted in the accumulation of squalene, cycloartenol, and obtusifoliol, while cycloartenol and obtusifoliol accumulated in response to heterologous NoSQE-mVenus overexpression. In addition, accumulation of the end-point sterol 24-methylenecholesta-5,24(24')-dien-3β-ol was observed in all P. tricornutum overexpression lines, and campesterol increased three-fold in P. tricornutum lines expressing NoSQE-mVenus. Minor differences in end-point sterol composition were also found in T. pseudonana, but no accumulation of sterol pathway intermediates was observed. Despite the successful manipulation of pathway intermediates and individual sterols in P. tricornutum, total sterol levels did not change significantly in transformed lines, suggesting the existence of tight pathway regulation to maintain total sterol content

Studies on NET4B and associated proteins

The cytoskeleton is an essential component of the eukaryotic cell, determining both the cellular architecture and function. In plant cells, the cytoskeleton is composed of two distinct networks of filamentous proteins; microtubules and actin microfilaments, as well as a plethora of associated proteins that organise or regulate the network. Metazoans use a range of adaptor proteins, such as spectrin, α-actinin, filamin, and the FERM-domain proteins, that link actin to membrane structures. However these protein families are absent in plants, despite the predominance of the actin cytoskeleton in organelle and endomembrane trafficking. Recently a novel plant-specific superfamily of actin-binding proteins has been identified, termed the Networked (NET) family. The NET family is composed of thirteen members in Arabidopsis thaliana, divided into four phylogenetic clades, with members of each subclade associating with specific membrane compartments (Deeks et al. 2012; Wang et al. 2014). The NET4s are the only NET subfamily that can be found universally throughout the genomes of the Tracheophytes, and in A. thaliana NET4A associates with actin surrounding the vacuole. NET4B remains a relatively uncharacterised member of the NET family and was thus the focus of this project. Through live cell imaging and an actin cosedimentation assay, NET4B was shown to bind actin filaments in vivo and in vitro. The expression pattern of NET4B in plants was investigated using NET4Bpromoter::GUS lines, demonstrating a high expression in roots and guard cells. Immunogold labelling of plant roots with a NET4B specific antibody revealed its preferential localisation to the tonoplast. The NET4s therefore represent novel actin-vacuole adaptors in plants, and this project investigates the role of these proteins in plant cell growth and identifies key interacting partners that implicate the NET4s in signalling events

CREST - a large and diverse superfamily of putative transmembrane hydrolases

<p>Abstract</p> <p>Background</p> <p>A number of membrane-spanning proteins possess enzymatic activity and catalyze important reactions involving proteins, lipids or other substrates located within or near lipid bilayers. Alkaline ceramidases are seven-transmembrane proteins that hydrolyze the amide bond in ceramide to form sphingosine. Recently, a group of putative transmembrane receptors called progestin and adipoQ receptors (PAQRs) were found to be distantly related to alkaline ceramidases, raising the possibility that they may also function as membrane enzymes.</p> <p>Results</p> <p>Using sensitive similarity search methods, we identified statistically significant sequence similarities among several transmembrane protein families including alkaline ceramidases and PAQRs. They were unified into a large and diverse superfamily of putative membrane-bound hydrolases called CREST (alkaline ceramidase, PAQR receptor, Per1, SID-1 and TMEM8). The CREST superfamily embraces a plethora of cellular functions and biochemical activities, including putative lipid-modifying enzymes such as ceramidases and the Per1 family of putative phospholipases involved in lipid remodeling of GPI-anchored proteins, putative hormone receptors, bacterial hemolysins, the TMEM8 family of putative tumor suppressors, and the SID-1 family of putative double-stranded RNA transporters involved in RNA interference. Extensive similarity searches and clustering analysis also revealed several groups of proteins with unknown function in the CREST superfamily. Members of the CREST superfamily share seven predicted core transmembrane segments with several conserved sequence motifs.</p> <p>Conclusions</p> <p>Universal conservation of a set of histidine and aspartate residues across all groups in the CREST superfamily, coupled with independent discoveries of hydrolase activities in alkaline ceramidases and the Per1 family as well as results from previous mutational studies of Per1, suggests that the majority of CREST members are metal-dependent hydrolases.</p> <p>Reviewers</p> <p>This article was reviewed by Kira S. Markarova, Igor B. Zhulin and Rob Knight.</p

Cytoskeleton proteins involved in chromosome segregation and cell division in Corynebacterium glutamicum

The chromosome partitioning system of the rod-shaped actinomycete, Corynebacterium glutamicum consists of the Walker-type ATPase (ParA), a DNA binding protein (ParB) and centromere-like parS sites, located at the origin-proximal region of the chromosome. ParB binds parS sites, specifically. ParA is recruited to the ParB-parS nucleoprotein complex, likely providing the driving force needed to relocalize replicated oriC’s to the opposite cell pole. The ParB-oriC complex is then stably attached to the cell pole, where it remains and the cell divides in-between the segregated chromosomes. The phenotypic consequences of mutation of parA or parB include reduced growth rates, a high frequency of anucleate cells and altered cell lengths. Also, in the absence of parA, the oriC is mislocalized. To date, polar origin tethering factors have been identified in only few bacteria. Thus, we wanted to identify and analyze the Actinobacteria chromosome polar targeting factor. A synthetic in vivo approach was employed to analyze the anchoring of the ParB-oriC nucleoprotein complex to the cell poles via interaction with DivIVA. It was shown that DivIVA is necessary and sufficient to recruit ParB, therefore also tether the oriC at the cell poles. With this synthetic system, in combination with mutational analysis, the interaction sites between ParB and DivIVA were mapped. In Corynebacterium glutamicum, mutation of the N-terminal of ParB showed reduced polar oriC localization. In addition, the interaction between ParB and DivIVA was demonstrated for other members of the Actinobacteria phylum, including the notorious pathogen Mycobacterium tuberculosis and Streptomyces coelicolor. Corynebacterium glutamicum, which undergoes cell division between the segregated nucleoids but not necessarily precisely at midcell, does not possesses the conventional positive or negative FtsZ regulators found in other rod-shaped bacteria. However, Corynebacterium glutamicum encodes an orphan parA-like gene (pldP, for ParA-like Division Protein). In this thesis a number of subtle differences between ParA and PldP were highlighted, showing that PldP is not involved in chromosome segregation, but probably in regulation of cytokinesis. Similar to the MinD protein of B. subtilis, PldP contains a putative C-terminal amphipathic helix. In vivo, PldP localizes, probably early, to the division septum and the localization pattern is highly reminiscent of MinD. Further in vitro analysis showed that PldP can bind membranes. Contrary to the long-standing assumption, some Corynebacterium glutamicum strains encode an actin homologue. The cg1890 (designated AlpC, for Actin-Like Protein Corynebacterium) gene was recently identified as a putative actin-like protein. At the sequence level, AlpC shares little homology with actin and other actin-like proteins, however, it does contain the actin signature motive involved in nucleotide binding and hydrolysis. In vivo, AlpC forms dynamic structures, which assemble into long straight filaments and dissemble into foci. In vitro, AlpC can hydrolyze both ATP and GTP and exhibits nucleotide dependent polymerization. Mutation of the actin signature motif (AlpCD301A) abolishes nucleotide hydrolysis but not polymerization. Thus, AlpC is a genuine member of the actin-like superfamily. On the genome, alpC is one of the first on the CGP3 prophage region. This prophage no longer forms infectious phage particles and most of the coding regions show little homology to known bacterial genes. The CGP3 prophage can excise from the bacterial chromosome and exist as multiple copies of circular DNA. In vivo co-visualization of induced prophage and AlpC filaments suggests that the Corynebacterium glutamicum actin-like protein is not involved in segregation of the prophage particles. However, in the absence of alpC, the frequency of prophage induction is drastically reduced. Thus, we speculate that AlpC plays a role in replication the CGP3 prophage

Characterisation of phosphodiesterase 11 in Drosophila melanogaster

The PDE 11 family of dual specificity phosphodiesterases was first identified in 2000, and has not been well characterised, although mutations in the gene have been linked to multiple disorders, including major depressive disorder, and cancer. DmPDE11 is a dual specificity phosphodiesterase, which shows 96% similarity with the catalytic domain of HsPDE11A, and around 40% similarity along the length of the protein. The focus of this project was to characterise this important enzyme using the model organism Drosophila melanogaster. The resources available to Drosophila researchers are unrivalled, and include a sequenced genome, unparalleled transgenic technology, of which stocks are freely available, and Homophila, a database of human disease genes and their Drosophila orthologues. Drosophila is genetically tractable to an extent not seen in any other multicellular organisms. The genetic dissection of gene function in Drosophila has allowed the identification and characterisation of numerous cell signalling genes. For example, mutations to Dunce were shown to affect olfactory learning. This allowed the identification and cloning of the mammalian dnc homologue PDE4. cAMP (and cGMP) were subsequently shown to modulate learning and memory in mammals. The 5.8 kb expressed sequence tag (EST) SD13096 had previously been shown to contain sequence present in the incomplete PDE11 RA ESTs previously released by Flybase, but also incorporating a 5’ UTR, and an in-frame start codon within two novel 5’ exons. A Northern blot of DmPDE11 RA produced one band of approximately 5.8kb; as this matches the size of the DmPDE11 RA ORF, was accepted that SD13096 encodes the entire PDE11 RA ORF (Day, unpublished). Expression of this EST in S2 cells revealed that the construct produced a protein of the accepted size, and the protein localised to the cytoplasm. However, PDE assays of S2 cell lysate revealed that the enzyme did not appear to encode an enzyme with either cA- or cG-PDE activity. DmPDE11 RA was replaced on Flybase by the new isoforms DmPDE11 RB and DmPDE11 RC, which had two key changes to the RA isoform. Both new isoforms had different N termini, sharing a second exon, with distinct first exons. Furthermore, exon 11 of the RA exon is not present in the newly predicted isoforms. These new isoforms were verified by reverse transcriptase- polymerase chain reaction analysis. In the course of this verification, two further novel isoforms were identified, which shared the novel N termini with the RB and RC isoforms, but include a novel exon/exon boundary within the original exon 19, which results in a truncated isoform. As such the four isoforms were named DmPDE11 RB long, DmPDE11 RB short, DmPDE11 RC long, and DmPDE11 RC short. The open reading frames of these isoforms were cloned from Drosophila cDNA using high-fidelity DNA polymerase and sequenced for fidelity. The open reading frames were tagged with YFP, and this tag was used to verify expression of these isoforms. Each isoform expressed a protein of the predicted size when expressed in Drosophila. DmPDE11 B and C proteins show distinct localisation in the Malpighian tubule, where the long and short isoforms of each isoform display indistinguishable localisations. DmPDE11 B localises to the apical and basolateral membranes, and DmPDE11 C localises to an unknown organelle, or to vesicles. All 4 isoforms were verified as dual specificity cA- and cG- PDEs. The previous finding (Day, unpublished) that DmPDE11 co-immunoprecipitates with cGMP dependent protein kinase activity, and that cGMP dependent protein kinases co-immunoprecipitate with cG-PDE activity, and thus that cG-PDE(s) interact with at least one cGMP dependent protein kinase, directly or indirectly, was investigated. DmPDE11 C long and short were co-transfected in Schneider 2 cells with the cGKs DG1, DG2P1 and DG2P2. Co-immunoprecipitation of these showed that both the long and short isoforms of DmPDE11 C interact with every cGK screened. Time did not permit the application of this protocol to screen DmPDE11 B interaction with the cGKs. Whether this interaction is direct or indirect was screened by peptide array. Peptide arrays were generated representing the sequence of DmPDE11, DG1, and DG2, and proteins were generated fusing fragments of these proteins with HIS6 and Glutathione-S-Transferase tags. These were expressed in E. coli, and verified by western blotting. HIS6 tagged protein expression was shown to be of higher quality, and was thus affinity purified, and used to overlay and probe the peptide arrays for putative direct interactions. When the PDE11 array was overlaid with tagged protein representing the C terminal half of DG1, and the N and C terminal halves of DG2, a putative direct interaction was identified between DG1 and PDE11 on two separate regions of the PDE11 array, which both fell within the sequence of PDE11 represented by the Middle-HIS6 fragment. As such, this was used to probe the PDE11 array. A reciprocal putative interaction was identified on three regions of the DG1 array, representing sequence in both DG1N-HIS6 and DG1C-HIS6 fragments. Unfortunately, although DG1-HIS6 was verified by western blotting at the analytical stage, attempts to affinity purify the protein failed. Time did not permit the probing of the array with DG1N-GST fusion protein, and so further putative interaction sites on PDE11 may remain. The generation of alanine substitution arrays, and subsequent mutagenesis analysis with yeast two hybrid or co-immunoprecipitation would be necessary to confirm this direct protein-protein interaction as bona-fide. The investigation into a putative direct interaction between PDE11 and DG2 did not yield conclusive data, and so further investigation is required. The role of DmPDE11 in immunity was investigated by the use of DmPDE11 RNAi and deletion lines. The DmPDE11 deletion line showed a qualitative reduction in survival in individual survival assays, but when these data were merged a significant decrease in survival compared to controls was seen. However, fly numbers did not permit the inclusion of all of the necessary controls, and so these assays should be repeated with these. However, upon immune challenge, progeny from a DmPDE11 RNAi (line 9) x Act5c (a ubiquitous GAL4 driver line) cross did not show a decrease in survival compared to parental lines. Transgenic Drosophila expressing H. sapiens PDE11A3 were generated. The protein localised to the nucleus at low levels of protein; increased expression led to nuclear exclusion, and localisation to the basolateral and especially apical membranes, with cytosolic localisation also. The work has provided the tools needed to further research PDE11. The implication of this gene as a tumour suppressor gene, and its role in other processes, means that it is of the utmost importance that this enzyme is further characterised

A Molecular Mechanism for Endocytic Recycling of the M5 Muscarinic Acetylcholine Receptor

Muscarinic acetylcholine receptors (MRs), a family of five G protein-coupled receptors (GPCRs), play an essential role in the regulation of mammalian physiology. In the brain, MR-mediated neurotransmission is required for the control of movement and motivated behavior by the basal ganglia, and MR dysfunction may contribute to schizophrenia, Alzheimerʼs disease, and motor disorders. Functional studies of the muscarinic receptors have been hampered by a lack of selective pharmacology, poor receptor immunoreactivity and a wide, overlapping pattern of expression. MRs are characterized by the presence of a large third intracellular loop domain (i3), the sequence of which is divergent between MR subtypes. The i3 is known to determine signaling and trafficking characteristics of GPCRs by binding to defined subsets of regulatory and effector proteins. In an effort to discover novel, subtype-specific muscarinic receptor regulatory mechanisms, we performed yeast two-hybrid proteinprotein interaction screens with the five MR i3 regions. An interaction between M5 and the Arf GAP protein AGAP1 was detected, and was observed to be specific to the M5 subtype. This interaction was confirmed in vitro, and was shown to mediate the binding of the AP-3 adaptor complex to the M5 i3. Immunocytochemical and live cell imaging of primary rat hippocampal neurons revealed co-localization of M5 and AGAP1- or AP-3- positive vesicles after treatment with a muscarinic agonist. Activity-induced receptor trafficking studies demonstrated that interaction with AGAP1 and activity of AP-3 were required for the endocytic recycling of M5 in neurons, the lack of which resulted in downregulation of cell surface receptor density. M5 has been shown to be expressed in the dopaminergic neurons of the ventral midbrain and to function in the presynaptic modulation of dopamine release in the striatum. Results from dopamine release studies suggest that the abrogation of AGAP1-mediated recycling decreases the magnitude of presynaptic M5-mediated release potentiation. Our study demonstrates a novel, neuronspecific trafficking function for AGAP1 and AP-3, and suggests the presence of a previously unknown receptor recycling pathway that may underlie mechanisms of sustained sensitivity of GPCRs

Functional Characterization of RNA Editing and Alternative Splicing in the Carboxyl-Terminus of Cav 1.3 Calcium Channel

Ph.DDOCTOR OF PHILOSOPH

Sun-1, a regulator of the nuclear shape in Dictyostelium discoideum

In worms, flies and mammals, the nucleus is attached to the cytoskeleton by binding of the SUN domain proteins to the KASH domain proteins in the outer nuclear membrane that connects the nucleus to either Factin or microtubules. The association of the SUN domain proteins with both the nuclear lamina and the KASH domain proteins is attributed as a molecular bridging complex required for intracellular positioning and migration of the nucleus. In this study, we investigated the role of Sun-1 and interaptin, a SUN and a KASH domain protein in Dictyostelium discoideum in nuclear positioning. In marked contrast to the model proposed for higher eukaryotes, Sun-1 and interaptin localized to the nuclear envelope in a competitive fashion, which may be due to a competitive binding to a yet unknown partner. Distinct from the higher eukaryotes, which engage the nuclear lamina for INM retention of the SUN domain proteins, an alternative mechanism may be considered for D. discoideum that lacks lamins. We provided evidence that Sun-1 can be immobilized in the INM by binding to chromatin probably via its N-terminus. The association of Sun-1 with chromatin may not only contribute to the formation of a bridging complex, but also control the juxtaposition of the nucleus and centrosome, as the truncation of the Sun-1 N-terminus disconnected the nucleus and the centrosome. Consequently, the disconnection may lead to chromosome instability as indicated by: (1) Nuclear envelope deformations (2) Enlargement of the nuclear and cell size (3) Tendencies for aneuploidy and (4) Amplification of the centrosome number. These data suggest that Sun-1 may regulate the nuclear shape, chromosome stability and the connection of the nuclei to the centrosomes