An integrated Arabidopsis annotation database for Affymetrix Genechip data analysis, and tools for regulatory motif searches

Genome-scale sequencing projects have provided the essential information required for the construction of entire genome chips or microarrays for RNA expression studies. The Arabidopsis and rice genomes have been sequenced and whole-genome oligonucleotide arrays are being manufactured. These should soon become available to researchers. Expression studies using genomic-scale expression arrays are providing us with a vast quantity of information at a rapid pace. The rate-limiting step in this type of experiments is not the data generation step but rather the data analysis component of experiments. We report improvements that should facilitate the analysis of Affymetrix Genechip expression data.     

Interactions of the NPXY microdomains of the low density lipoprotein receptor‐related protein 1

The low density lipoprotein receptor‐related protein 1 (LRP1) mediates internalization of a large number of proteins and protein–lipid complexes and is widely implicated in Alzheimer's disease. The cytoplasmic domain of LRP1 (LRP1‐CT) can be phosphorylated by activated protein‐tyrosine kinases at two NPXY motifs in LRP1‐CT; Tyr 4507 is readily phosphorylated and must be phosphorylated before phosphorylation of Tyr 4473 occurs. Pull‐down experiments from brain lysate revealed numerous proteins binding to LRP1‐CT, but the results were highly variable. To separate which proteins bind to each NPXY motif and their phosphorylation dependence, each NPXY motif microdomain was prepared in both phosphorylated and non‐phosphorylated forms and used to probe rodent brain extracts for binding proteins. Proteins that bound specifically to the microdomains were identified by LC‐MS/MS, and confirmed by Western blot. Recombinant proteins were then tested for binding to each NPXY motif. The NPXY₄₅₀₇ (membrane distal) was found to interact with a large number of proteins, many of which only bound the tyrosine‐phosphorylated form. This microdomain also bound a significant number of other proteins in the unphosphorylated state. Many of the interactions were later confirmed to be direct with recombinant proteins. The NPXY₄₄₇₃ (membrane proximal) bound many fewer proteins and only to the phosphorylated form.     

Structure and Interactions of the Cytoplasmic Domain of the Yersinia Type III Secretion Protein YscD

The virulence of a large number of Gram-negative bacterial pathogens depends on the type III secretion (T3S) system, which transports select bacterial proteins into host cells. An essential component of the Yersinia T3S system is YscD, a single-pass inner membrane protein. We report here the 2.52-Å resolution structure of the cytoplasmic domain of YscD, called YscDc. The structure confirms that YscDc consists of a forkhead-associated (FHA) fold, which in many but not all cases specifies binding to phosphothreonine. YscDc, however, lacks the structural properties associated with phosphothreonine binding and thus most likely interacts with partners in a phosphorylation-independent manner. Structural comparison highlighted two loop regions, L3 and L4, as potential sites of interactions. Alanine substitutions at L3 and L4 had no deleterious effects on protein structure or stability but abrogated T3S in a dominant negative manner. To gain insight into the function of L3 and L4, we identified proteins associated with YscD by affinity purification coupled to mass spectrometry. The lipoprotein YscJ was found associated with wild-type YscD, as was the effector YopH. Notably, the L3 and L4 substitution mutants interacted with more YopH than did wild-type YscD. These substitution mutants also interacted with SycH (the specific chaperone for YopH), the putative C-ring component YscQ, and the ruler component YscP, whereas wild-type YscD did not. These results suggest that substitutions in the L3 and L4 loops of YscD disrupted the dissociation of SycH from YopH, leading to the accumulation of a large protein complex that stalled the T3S apparatus.     

Analysis of mRNA recognition by human thymidylate synthase

Expression of hTS (human thymidylate synthase), a key enzyme in thymidine biosynthesis, is regulated on the translational level through a feedback mechanism that is rarely found in eukaryotes. At low substrate concentrations, the ligand-free enzyme binds to its own mRNA and stabilizes a hairpin structure that sequesters the start codon. When in complex with dUMP (2′-deoxyuridine-5′-monophosphate) and a THF (tetrahydrofolate) cofactor, the enzyme adopts a conformation that is unable to bind and repress expression of mRNA. Here, we have used a combination of X-ray crystallography, RNA mutagenesis and site-specific cross-linking studies to investigate the molecular recognition of TS mRNA by the hTS enzyme. The interacting mRNA region was narrowed to the start codon and immediately flanking sequences. In the hTS enzyme, a helix–loop–helix domain on the protein surface was identified as the putative RNA-binding site.     

Expanding Proteome Coverage with Orthogonal-specificity α-Lytic Proteases

Bottom-up proteomics studies traditionally involve proteome digestion with a single protease, trypsin. However, trypsin alone does not generate peptides that encompass the entire proteome. Alternative proteases have been explored, but most have specificity for charged amino acid side chains. Therefore, additional proteases that improve proteome coverage through cleavage at sequences complementary to trypsin''s may increase proteome coverage. We demonstrate the novel application of two proteases for bottom-up proteomics: wild type α-lytic protease (WaLP) and an active site mutant of WaLP, M190A α-lytic protease (MaLP). We assess several relevant factors, including MS/MS fragmentation, peptide length, peptide yield, and protease specificity. When data from separate digestions with trypsin, LysC, WaLP, and MaLP were combined, proteome coverage was increased by 101% relative to that achieved with trypsin digestion alone. To demonstrate how the gained sequence coverage can yield additional post-translational modification information, we show the identification of a number of novel phosphorylation sites in the Schizosaccharomyces pombe proteome and include an illustrative example from the protein MPD2 wherein two novel sites are identified, one in a tryptic peptide too short to identify and the other in a sequence devoid of tryptic sites. The specificity of WaLP and MaLP for aliphatic amino acid side chains was particularly valuable for coverage of membrane protein sequences, which increased 350% when the data from trypsin, LysC, WaLP, and MaLP were combined.The most powerful technique for system-scale protein measurement, or proteomics, is mass-spectrometry-based proteomics (1). Although great progress has enabled the quantification of nearly all proteins expressed in yeast (2, 3), sequence coverage is often dismal, with some proteins being identified by a single peptide sequence. Complete amino acid coverage is valuable for comprehensive profiling of post-translational modifications (e.g. phosphorylation) and for quantification of splice variants. Low observed proteome coverage can be caused by several factors, including the wide dynamic range of protein concentrations in biological samples, splice variants, and unanticipated or unconsidered post-translational modifications (PTMs).¹ Improvements to every step of the bottom-up proteomics workflow continue to increase the observable proteome.Because of length constraints that limit observable peptides, proteome coverage is ultimately limited by proteome digestion. Typically, identifiable peptides are between 7 and 35 amino acids in length, with the lower limit being determined by sequence uniqueness and the upper limit being determined by the instrument''s resolving power (4). In silico proteome digestions predict that nearly one-quarter of peptides generated from tryptic digestion of the Saccharomyces cerevisiae proteome will be only a single amino acid long. Sequences lost due to length overall result in a theoretical upper proteome coverage limit of 68.8% according to in silico predictions (supplemental Fig. S1).Recently, several groups have demonstrated that combining data from separate protease digestions improves proteome coverage (4–7). Improved peptide yield was also shown, allowing proteome analysis of small-quantity samples from laser-capture microdissection (8, 9). Swaney et al. used trypsin, Lys-C, Arg-C, Glu-C, and Asp-N to double the observed S. cerevisiae nonredundant amino acid coverage from 11.9% to 25.5% (4).Other proteases that are used in proteomics to complement trypsin mainly cleave at ionic amino acid side chains, and it would be useful to have proteases with additional, complementary specificities. Here we demonstrate the application of wild-type α-lytic protease (WaLP) (10) and an active site mutant of WaLP, M190A α-lytic protease (MaLP) (11), to proteome digestion for shotgun proteomics. Both were reported to have specificity for cleaving after aliphatic side chains, which are more common amino acids. WaLP is a serine protease secreted from the soil bacteria Lysobacter enzymogenesis (10, 12) and has been studied extensively via mutagenesis and biophysical methods (11). WaLP has been found to exhibit remarkable stability (13, 14).Non-tryptic peptides are more difficult to identify than tryptic peptides, especially when lacking defined termini (i.e. from semi-specific protease digestion or endogenous peptides) due to increased database search space and less predictable ionization and fragmentation. A lack of defined termini drastically increases database search space because more possible peptides fall within the precursor tolerance and drive up false positive rates (15). The majority of tryptic peptides have one positive charge localized at each terminus in a +2 precursor charge state upon electrospray ionization, which results in well-characterized fragmentation by collision-induced dissociation (CID) (16, 17). Non-tryptic peptides, in contrast, may lack positively charged side chains (i.e. Arg, Lys, His) altogether, making it unlikely that multiple charges will be obtained upon electrospray ionization. Those that do contain positive charges away from the C terminus produce less predictable fragmentation upon CID. Recently, additional peptide fragmentation methods have become accessible, such as electron-transfer dissociation (ETD) (18), which produces fragment ion series that are less dependent on peptide sequence, and higher-energy collisional dissociation (HCD) (19). An in-depth comparison of activation methods for non-tryptic peptide identification has been published recently by Smith''s lab. In that report the authors evaluated FT-CID, FT- ETD, and FT-HCD for sequencing peptides isolated from blood plasma (20).To enable application of the α-lytic proteases with specificity for aliphatic amino acid side chains to shotgun proteomics, we address the above issues by comparing multiple fragmentation modes in combination with the peptide identification algorithm MS-GFDB, which easily learns scoring parameters from an initial set of annotated peptide-spectrum matches for arbitrary fragmentation methods and proteases (21). We analyzed standard protein mixtures and complex Schizosaccharomyces pombe proteomes digested with trypsin, LysC, WaLP, and MaLP. Specifically, we assessed ion activation methods, observed peptide character, and biological gains due to additional digestions. The results present the pros and cons of using orthogonal proteases in proteomics.     

Inhibition of endothelial FAK activity prevents tumor metastasis by enhancing barrier function

Pharmacological focal adhesion kinase (FAK) inhibition prevents tumor growth and metastasis, via actions on both tumor and stromal cells. In this paper, we show that vascular endothelial cadherin (VEC) tyrosine (Y) 658 is a target of FAK in tumor-associated endothelial cells (ECs). Conditional kinase-dead FAK knockin within ECs inhibited recombinant vascular endothelial growth factor (VEGF-A) and tumor-induced VEC-Y658 phosphorylation in vivo. Adherence of VEGF-expressing tumor cells to ECs triggered FAK-dependent VEC-Y658 phosphorylation. Both FAK inhibition and VEC-Y658F mutation within ECs prevented VEGF-initiated paracellular permeability and tumor cell transmigration across EC barriers. In mice, EC FAK inhibition prevented VEGF-dependent tumor cell extravasation and melanoma dermal to lung metastasis without affecting primary tumor growth. As pharmacological c-Src or FAK inhibition prevents VEGF-stimulated c-Src and FAK translocation to EC adherens junctions, but FAK inhibition does not alter c-Src activation, our experiments identify EC FAK as a key intermediate between c-Src and the regulation of EC barrier function controlling tumor metastasis.     

Integrative analysis of transcript and metabolite profiling data sets to evaluate the regulation of biochemical pathways during photomorphogenesis

One of the key developmental processes during photomorphogenesis is the differentiation of prolamellar bodies of proplastids into thylakoid membranes containing the photosynthetic pigment-protein complexes of chloroplasts. To study the regulatory events controlling pigment-protein complex assembly, including the biosynthesis of metabolic precursors and pigment end products, etiolated Arabidopsis thaliana seedlings were irradiated with continuous red light (Rc), which led to rapid greening, or continuous far-red light (FRc), which did not result in visible greening, and subjected to analysis by oligonucleotide microarrays and targeted metabolite profiling. An analysis using BioPathAt, a bioinformatic tool that allows the visualization of post-genomic data sets directly on biochemical pathway maps, indicated that in Rc-treated seedlings mRNA expression and metabolite patterns were tightly correlated (e.g., Calvin cycle, biosynthesis of chlorophylls, carotenoids, isoprenoid quinones, thylakoid lipids, sterols, and amino acids). K-means clustering revealed that gene expression patterns across various biochemical pathways were very similar in Rc- and FRc-treated seedlings (despite the visible phenotypic differences), whereas a principal component analysis of metabolite pools allowed a clear distinction between both treatments (in accordance with the visible phenotype). Our results illustrate the general importance of integrative approaches to correlate post-genomic data sets with phenotypic outcomes.     

Cortactin as a Target for FAK in the Regulation of Focal Adhesion Dynamics

Background

Efficient cell movement requires the dynamic regulation of focal adhesion (FA) formation and turnover. FAs are integrin-associated sites of cell attachment and establish linkages to the cellular actin cytoskeleton. Cells without focal adhesion kinase (FAK), an integrin-activated tyrosine kinase, exhibit defects in FA turnover and cell motility. Cortactin is an actin binding adaptor protein that can influence FA dynamics. FAK and cortactin interact, but the cellular role of this complex remains unclear.

Principal Findings

Using FAK-null fibroblasts stably reconstituted with green fluorescent protein (GFP) tagged FAK constructs, we find that FAK activity and FAK C-terminal proline-rich region 2 (PRR2) and PRR3 are required for FA turnover and cell motility. Cortactin binds directly to FAK PRR2 and PRR3 sites via its SH3 domain and cortactin expression is important in promoting FA turnover and GFP-FAK release from FAs. FAK-cortactin binding is negatively-regulated by FAK activity and associated with cortactin tyrosine phosphorylation. FAK directly phosphorylates cortactin at Y421 and Y466 and over-expression of cortactin Y421, Y466, and Y482 mutated to phenylalanine (3YF) prevented FAK-enhanced FA turnover and cell motility. However, phospho-mimetic cortactin mutated to glutamic acid (3YE) did not affect FA dynamics and did not rescue FA turnover defects in cells with inhibited FAK activity or with PRR2-mutated FAK that does not bind cortactin.

Conclusions

Our results support a model whereby FAK-mediated FA remodeling may occur through the formation of a FAK-cortactin signaling complex. This involves a cycle of cortactin binding to FAK, cortactin tyrosine phosphorylation, and subsequent cortactin-FAK dissociation accompanied by FA turnover and cell movement.     

Proteomic Analysis of Highly Prevalent Amyloid A Amyloidosis Endemic to Endangered Island Foxes

Amyloid A (AA) amyloidosis is a debilitating, often fatal, systemic amyloid disease associated with chronic inflammation and persistently elevated serum amyloid A (SAA). Elevated SAA is necessary but not sufficient to cause disease and the risk factors for AA amyloidosis remain poorly understood. Here we identify an extraordinarily high prevalence of AA amyloidosis (34%) in a genetically isolated population of island foxes (Urocyon littoralis) with concurrent chronic inflammatory diseases. Amyloid deposits were most common in kidney (76%), spleen (58%), oral cavity (45%), and vasculature (44%) and were composed of unbranching, 10 nm in diameter fibrils. Peptide sequencing by mass spectrometry revealed that SAA peptides were dominant in amyloid-laden kidney, together with high levels of apolipoprotein E, apolipoprotein A-IV, fibrinogen-α chain, and complement C3 and C4 (false discovery rate ≤0.05). Reassembled peptide sequences showed island fox SAA as an 111 amino acid protein, most similar to dog and artic fox, with 5 unique amino acid variants among carnivores. SAA peptides extended to the last two C-terminal amino acids in 5 of 9 samples, indicating that near full length SAA was often present in amyloid aggregates. These studies define a remarkably prevalent AA amyloidosis in island foxes with widespread systemic amyloid deposition, a unique SAA sequence, and the co-occurrence of AA with apolipoproteins.