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Matrix-assisted laser desorption/ionization coupled with quadrupole/orthogonal acceleration time-of-flight mass spectrometry for protein discovery, identification, and structural analysis.

The design and operation of a novel UV-MALDI ionization source on a commercial QqoaTOF mass spectrometer (Applied Biosystem/MDS Sciex QSTAR Pulsar) is described. Samples are loaded on a 96-well target plate, the movement of which is under software control and can be readily automated. Unlike conventional high-energy MALDI-TOF, the ions are produced with low energies (5-10 eV) in a region of relatively low vacuum (8 mTorr). Thus, they are cooled by extensive low-energy collisions before selection in the quadrupole mass analyzer (Q1), potentially giving a quasi-continuous ion beam ideally suited to the oaTOF used for mass analysis of the fragment ions, although ion yields from individual laser shots may vary widely. Ion dissociation is induced by collisions with argon in an rf-only quadrupole cell, giving typical low-energy CID spectra for protonated peptide ions. Ions separated in the oaTOF are registered by a four-anode detector and time-to-digital converter and accumulated in "bins" that are 625 ps wide. Peak shapes depend upon the number of ion counts in adjacent bins. As expected, the accuracy of mass measurement is shown to be dependent upon the number of ions recorded for a particular peak. With internal calibration, mass accuracy better than 10 ppm is attainable for peaks that contain sufficient ions to give well-defined Gaussian profiles. By virtue of its high resolution, capability for accurate mass measurements, and sensitivity in the low-femotomole range, this instrument is ideally suited to protein identification for proteomic applications by generation of peptide tags, manual sequence interpretation, identification of modifications such as phosphorylation, and protein structural elucidation. Unlike the multiply charged ions typical of electrospray ionization, the singly charged MALDI-generated peptide ions show a linear dependence of optimal collision energy upon molecular mass, which is advantageous for automated operation. It is shown that the novel pulsing technique of this instrument that increases the sensitivity for precursor ions scans is applicable to the identification of peptides labeled with isotope-coded affinity tags.

Databases, Factual↗

The CATH database: an extended protein family resource for structural and functional genomics.

The CATH database of protein domain structures (http://www.biochem.ucl.ac.uk/bsm/cath_new) currently contains 34 287 domain structures classified into 1383 superfamilies and 3285 sequence families. Each structural family is expanded with domain sequence relatives recruited from GenBank using a variety of efficient sequence search protocols and reliable thresholds. This extended resource, known as the CATH-protein family database (CATH-PFDB) contains a total of 310 000 domain sequences classified into 26 812 sequence families. New sequence search protocols have been designed, based on these intermediate sequence libraries, to allow more regular updating of the classification. Further developments include the adaptation of a recently developed method for rapid structure comparison, based on secondary structure matching, for domain boundary assignment. The philosophy behind CATHEDRAL is the recognition of recurrent folds already classified in CATH. Benchmarking of CATHEDRAL, using manually validated domain assignments, demonstrated that 43% of domains boundaries could be completely automatically assigned. This is an improvement on a previous consensus approach for which only 10-20% of domains could be reliably processed in a completely automated fashion. Since domain boundary assignment is a significant bottleneck in the classification of new structures, CATHEDRAL will also help to increase the frequency of CATH updates.

Animals↗

Automated identification by computer of the mass spectra of drugs in urine or serum extracts.

Gas chromatography/mass spectrometry (GC/MS) is the method of choice for confirming the presence of drugs tentatively identified in urine or serum by thin-layer chromatography, gas chromatography, or immunoassay. One of the most widely used GC/MS systems is the Hewlett-Packard (HP) Model 5970 mass selective detector equipped with a work station programmed in Pascal. Searching of mass spectra after a GC/MS run must be done manually, and this can take hours, especially when there are many peaks in a chromatogram to check. I have developed software that allows the unattended searching of all peaks in a run, using a forward search algorithm with a custom-made drug library developed over a period of 5 years, and a reverse search with a 1600+ drug library from HP or another in-house drug library. Using these libraries with the two algorithms maximizes the chances of finding a drug peak and identifying it correctly. Individual searches take about 5 seconds each. Overall search time of nearly 200 mass spectra per run takes about 40 minutes, including printing time. This software has proven to be both labor saving and effective in positively identifying drugs.

Electronic Data Processing↗

Perspectives for systematic in vitro antibody generation.

After the completion and refinement of the human genome, the characterization of individual gene products in respect of their functions, their modifications, their cellular localization and regulation in both space and time has generated an increased demand for antibodies for their analysis. Taking into account that the human genome contains approximately 25,000 genes, and that their products are found in different splice variants and produce proteins with post-translational modifications, it can be estimated that at least 100,000 different protein products have to be investigated to gain a complete picture of what's going on in the proteome of a cell. Antibodies are preferred tools helping with the characterization and detection of proteins as well as with elucidating their individual functions. The generation of antibodies to all available human protein products by immunization and/or the hybridoma technology is not only logistically and financially enduring, but may prove to be a difficult task, as quite a number of interesting targets may evade the immune response of experimental animals, for example, allosteric variants dependent on fragile interactions to cofactors, highly conserved antigens etc. For this reason, alternative methods for the generation of antibodies have to supplement these approaches. In vitro methods for antibody generation are seen to offer this capability. In addition, they may provide a cost effective and large scale production alternative for detection reagents for the research community in their own right. Among in vitro techniques, phage display has been evolved as the most efficient option for tackling this problem and approaches optimised for automation are emerging. Maximum benefit for proteomic research could be generated by judicious and preferably international coordination of the ongoing efforts to combine the strengths of the well established animal based approaches and the novel opportunities offered by in vitro methods.

Antibodies↗

Sequence analysis of genes and genomes.

A major step towards understanding of the genetic basis of an organism is the complete sequence determination of all genes in its genome. The development of powerful techniques for DNA sequencing has enabled sequencing of large amounts of gene fragments and even complete genomes. Important new techniques for physical mapping, DNA sequencing and sequence analysis have been developed. To increase the throughput, automated procedures for sample preparation and new software for sequence analysis have been applied. This review describes the development of new sequencing methods and the optimisation of sequencing strategies for whole genome and cDNA analysis, as well as discusses issues regarding sequence analysis and annotation.

Animals↗

An iterative refinement algorithm for consistency based multiple structural alignment methods.

MOTIVATION: Multiple STructural Alignment (MSTA) provides valuable information for solving problems such as fold recognition. The consistency-based approach tries to find conflict-free subsets of alignments from a pre-computed all-to-all Pairwise Alignment Library (PAL). If large proportions of conflicts exist in the library, consistency can be hard to get. On the other hand, multiple structural superposition has been used in many MSTA methods to refine alignments. However, multiple structural superposition is dependent on alignments, and a superposition generated based on erroneous alignments is not guaranteed to be the optimal superposition. Correcting errors after making errors is not as good as avoiding errors from the beginning. Hence it is important to refine the pairwise library to reduce the number of conflicts before any consistency-based assembly. RESULTS: We present an algorithm, Iterative Refinement of Induced Structural alignment (IRIS), to refine the PAL. A new measurement for the consistency of a library is also proposed. Experiments show that our algorithm can greatly improve T-COFFEE performance for less consistent pairwise alignment libraries. The final multiple alignment outperforms most state-of-the-art MSTA algorithms at assembling 15 transglycosidases. Results on three other benchmarks showed that the algorithm consistently improves multiple alignment performance. AVAILABILITY: The C++ code of the algorithm is available upon request.

Algorithms↗

Mosclust: a software library for discovering significant structures in bio-molecular data.

UNLABELLED: The R package mosclust (model order selection for clustering problems) implements algorithms based on the concept of stability for discovering significant structures in bio-molecular data. The software library provides stability indices obtained through different data perturbations methods (resampling, random projections, noise injection), as well as statistical tests to assess the significance of multi-level structures singled out from the data. AVAILABILITY: http://homes.dsi.unimi.it/~valenti/SW/mosclust/download/mosclust_1.0.tar.gz. SUPPLEMENTARY INFORMATION: http://homes.dsi.unimi.it/~valenti/SW/mosclust.

Algorithms↗

In vivo study of online liver tissue classification based on envelope power spectrum analysis.

An ultrasonic imaging and signal analysis system, combining a 3.5 MHz linear array B-scanner and an array processor, has been realized for a clinical liver tissue classification study. Based on the complete unprocessed rf data set of a real time B-image, local envelope power spectra averaged over interactively defined regions are computed. These spectra are partially corrected for several tissue type independent effects that affect comparability. A library containing the in vivo data of 65 patients with known liver tissue states in three groups (normal, cirrhotic, fat) was built up. An algorithm based on numerical optimization of parametrized spectrum characteristics combined with a k-nearest-neighbors classifier, applied to the library, leads to correct classification rates of 85.8 to 87.5 percent in discriminating pathological from normal tissue states. The method can be used for k-weighted color coded tissue type imaging with acceptable spatial resolution.

Algorithms↗

Molecular cloning of cDNA for proteasomes (multicatalytic proteinase complexes) from rat liver: primary structure of the largest component (C2).

Proteasomes (multicatalytic proteinase complexes) from rat liver are composed of at least 13 nonidentical components [Tanaka, K., Yoshimura, T., Ichihara, A., Ikai, A., Nishigai, M., Morimoto, M., Sato, M., Tanaka, N., Katsube, Y., Kameyama, K., & Takagi, T. (1988) J. Mol. Biol. 203, 985-996]. The nucleotide sequence of one major component (C2) of the proteasomes has been determined from a recombinant cDNA clone isolated by screening a rat liver cDNA library with a mixture of synthetic deoxyribonucleotides as a probe. The sequence was composed of 1174 nucleotides including a coding region for the entire protein and noncoding regions of both the 5'- and 3'-sides. The polypeptide deduced from the open reading frame consisted of 263 amino acid residues, and its molecular weight was calculated to be 29,516. The partial amino acid sequences of several fragments (approximately 45% of the total residues), which were obtained by cleavage of C2 with lysyl endopeptidase and cyanogen bromide, were determined by automated Edman degradation and found to be in complete accordance with those deduced from the cDNA sequence. The amino acid composition of C2, determined by chemical analysis, was also consistent with that deduced from the cDNA sequence, indicating that the cloned cDNA actually encoded component C2. Computer analysis revealed little structural similarity of C2 to other proteins reported so far. Northern blot hybridization analyses showed that the mRNA encoding this novel protein C2 was expressed in all the rat tissues examined and in a variety of eukaryotic organisms such as amphibia, birds, and mammals with slight species-specific differences in size.(ABSTRACT TRUNCATED AT 250 WORDS)

Amino Acid Sequence↗

Lipitoids--novel cationic lipids for cellular delivery of plasmid DNA in vitro.

BACKGROUND: Although synthetic nonviral vectors hold promise for the delivery of plasmid DNA, their gene-transfer efficiencies are far from matching those of viruses. To systematically investigate the structure-activity relationship of cationic lipids, a small library of cationic lipid-peptoid conjugates (lipitoids) was synthesized. The compounds were evaluated for their ability to form complexes with plasmid DNA and to mediate DNA transfer in vitro. RESULTS: Lipid-peptoid conjugates were conveniently prepared in high yield using solid-phase synthesis. Several lipitoids condensed plasmid DNA into 100 nm spherical particles and protected the DNA and DNase digestion. A subset of lipitoids with a repeated (aminoethyl, neutral, neutral) sidechain trimer motif conjugated with dimyristoyl phosphatidyl-ethanolamine (DMPE) mediated DNA transfer with high efficiency. CONCLUSIONS: Automated solid-phase synthesis of cationic lipids allowed the rapid synthesis of a diverse set of transfection reagents. The most active compound DMPE-(Nae-Nmpe-Nmpe)3 (Nae, N-aminoethyl glycine; Nmpe, N-p-methoxyphenethyl-glycine) is more efficient than lipofectin or DMRIE-C (two commercial cationic lipid transfection reagents) and is active in the presence and absence of serum. The activity in the presence of serum suggests potential for applications in vivo.

3T3 Cells↗

Impact of different software implementations on the performance of the Maxmin method for diverse subset selection.

Besides the choice of an automated software method for selecting 'maximally diverse' compounds from a large pool of molecules, it is the implementation of the algorithm that critically determines the usefulness of the approach. The speed of execution of two implementations of the Maxmin algorithm is compared for the selection of maximally diverse subsets of large compound collections. Different versions of the software are compared using various C compiler options and Java virtual machines. The analysis shows that the Maxmin algorithm can be implemented in both languages yielding sufficient speed of execution. For large compound libraries the Java version outperformes the C version. While the Java version selects the same compounds independent of the virtual machine used, the C version produces slightly different subsets depending on the compiler and on the optimization settings.

Algorithms↗

Gene expression analysis by signature pyrosequencing.

We describe a novel method for transcript profiling based on high-throughput parallel sequencing of signature tags using a non-gel-based microtiter plate format. The method relies on the identification of cDNA clones by pyrosequencing of the region corresponding to the 3'-end of the mRNA preceding the poly(A) tail. Simultaneously, the method can be used for gene discovery, since tags corresponding to unknown genes can be further characterized by extended sequencing. The protocol was validated using a model system for human atherosclerosis. Two 3'-tagged cDNA libraries, representing macrophages and foam cells, which are key components in the development of atherosclerotic plaques, were constructed using a solid phase approach. The libraries were analyzed by pyrosequencing, giving on average 25 bases. As a control, conventional expressed sequence tag (EST) sequencing using slab gel electrophoresis was performed. Homology searches were used to identify the genes corresponding to each tag. Comparisons with EST sequencing showed identical, unique matches in the majority of cases when the pyrosignature was at least 18 bases. A visualization tool was developed to facilitate differential analysis using a virtual chip format. The analysis resulted in identification of genes with possible relevance for development of atherosclerosis. The use of the method for automated massive parallel signature sequencing is discussed.

Base Sequence↗

Expression of completely gamma-carboxylated recombinant human prothrombin.

Human prothrombin cDNA has been expressed in mammalian cells to yield biologically active, fully gamma-carboxylated prothrombin. A 2.0-kilobase cDNA encoding full-length prothrombin was isolated from a human fetal liver library using a cDNA fragment recovered from a lambda gt11 human hepatoma expression library. Prothrombin cDNA was cloned into a mammalian expression vector and transfected into Chinese hamster ovary cells. Selection for expression of dihydrofolate reductase yielded cell lines secreting up to 0.55 microgram/ml of prothrombin. Recombinant prothrombin synthesized in the presence of vitamin K was quantitatively recovered from tissue culture medium by affinity chromatography using conformation-specific antibodies directed against the metal-stabilized, gamma-carboxylated conformer. The purified material migrated as a single band on denaturing polyacrylamide gels with an electrophoretic mobility equivalent to that of plasma-derived human prothrombin. Automated Edman degradation of recombinant prothrombin revealed a single amino-terminal sequence identical to that of plasma-derived prothrombin. Recombinant and plasma-derived prothrombin interacted similarly with antibodies specific for total prothrombin, abnormal des-gamma-carboxyprothrombin, and two metal-stabilized conformers of prothrombin. Recombinant prothrombin exhibited a specific coagulant activity equivalent to that of plasma-derived prothrombin. The gamma-carboxyglutamic acid analysis of recombinant prothrombin demonstrated 9.9 +/- 0.4 mol of gamma-carboxyglutamic acid/mol of prothrombin. These results represent the first description of the expression of a recombinant vitamin K-dependent protein in which all of the expressed protein is gamma-carboxylated.

1-Carboxyglutamic Acid↗

Modelling antibody-antigen interactions: ferritin as a case study.

In this work, we propose a model for the structure of the antigen-antibody complex formed by human H-ferritin and an antibody that specifically recognizes it. We cloned and sequenced the antibody gene, predicted the antibody three-dimensional structure, and reconstructed the H-ferritin-antibody complex using an automated docking procedure previously validated on known complexes. This procedure allowed us to identify one putative complex which we carefully analysed, in order both to evaluate its likelihood, in light of a set of experimental results described in the literature, and to predict precisely which are the sites of interaction between the two molecules. Our model is compatible with the experimentally determined characteristics of the complex. Some of the residues that form the predicted antigenic site of ferritin can be found in the amino acid sequence of peptides selected from a random peptide library because of their affinity for the ferritin monoclonal antibody. Furthermore, the structural difference between the antigenic site in human H-ferritin and the corresponding region in other species permits us to rationalize the inability of the antibody to recognize human L-ferritin and rat, chicken and mouse H-ferritin. Through the analysis of our model complex, we identify a number of other residues putatively involved in the interaction. This multidisciplinary approach shows that synergy between computational and experimental methods may bring further insight into the understanding of antibody-antigen recognition rules.

Amino Acid Sequence↗

Lead discovery of quinoxalinediones as an inhibitor of dipeptidyl peptidase-IV (DPP-IV) by high-throughput screening.

N-Ureido-quinoxalinedione derivatives have been discovered as leads for a novel series of dipeptidyl peptidase-IV (DPP-IV) inhibitors through high-throughput screening of our chemical library. A brief structure-activity relationship of the compounds was investigated. Among them, entry 5 showed the most potent inhibitory activity. The nitro group in quinoxaline moiety and the aromatic sulfonyl substituted ureido functional group seem to be important to increase the potency dramatically.

Animals↗

Implementation of the main chain directed assignment strategy. Computer assisted approach.

A computer-assisted procedure has been developed to apply the main chain directed (MCD) assignment strategy to the analysis of 1H NMR spectra of proteins. The underlying mathematical foundation of this procedure, termed MCDPAT, is presented. MCDPAT is based upon the expanded library of MCD patterns defined previously (A.J. Wand and S.J. Nelson. 1991. Biophys. J. 59:1101-1112), and has been evaluated with both simulated and experimental data from the protein ubiquitin. The influence of the precision, spectral variation, and inherent degeneracy upon the design of the procedure is explored. Several approaches have been taken to overcome the uncertainty introduced by these variables. These include a hierarchical approach to both primary pattern recognition and subsequent construction of MCD-defined units of secondary structure. It is shown that the MCDPAT procedure, in conjunction with automated statistically based spectral analysis, leads to the successful MCD assignment of the protein ubiquitin. The implications and limitations of this approach are discussed.

Hydrogen↗

Visible Korean human: improved serially sectioned images of the entire body.

The data from the Visible Human Project (VHP) and the Chinese Visible Human (CVH), which are the serially sectioned images of the entire cadaver, are being used to produce three-dimensional (3-D) images and software. The purpose of our research, the Visible Korean Human (VKH), is to produce an enhanced version of the serially sectioned images of an entire cadaver that can be used to upgrade the 3-D images and software. These improvements are achieved without drastically changing the methods developed for the VHP and CVH; thus, a complementary solution was found. A Korean male cadaver was chosen without anything perfused into the cadaver; the entire body was magnetic resonance (MR) and computed tomography (CT) scanned at 1.0-mm intervals to produce MR and CT images. After scanning, entire body of the cadaver was embedded and serially sectioned at 0.2-mm intervals; each sectioned surface was inputted into a personal computer to produce anatomical images (pixel size: 0.2 mm) without any missing images. Eleven anatomical organs in the anatomical images were segmented to produce segmented images. The anatomical and segmented images were stacked and reconstructed to produce 3-D images. The VKH is an ongoing research; we will produce a female version of the VKH and provide more detailed segmented images. The data from the VHP, CVH, and VKH will provide valuable resources to the medical image library of 3-D images and software in the field of medical education and clinical trials.

Adult↗

The SBASE protein domain library, Release 4.0: a collection of annotated protein sequence segments.

SBASE 4.0 is the fourth release of SBASE, a collection of annotated protein domain sequences that represent various structural, functional, ligand binding and topogenic segments of proteins. SBASE was designed to facilitate the detection of functional homologies and can be searched with standard database search tools, such as FASTA and BLAST3. The present release contains 61 137 entries provided with standardized names and cross-referenced to all major protein, nucleic acid and sequence pattern collections. The entries are clustered into 13 155 groups in order to facilitate detection of distant similarities. SBASE 4.0 is freely available by anonymous ftp file transfer from ftp.icgeb.trieste.it. Individual records can be retrieved with the gopher server at icgeb.trieste.it and with a World Wide Web server at http://www.icgeb.trieste.it. Automated searching of SBASE with BLAST can be carried out with the electronic mail server sbase@icgeb.trieste.it, which now also provides a graphic representation of the homologies. A related mail server, domain@hubi.abc.hu, assigns SBASE domain homologies on the basis of SWISS-PROT searches.

Amino Acid Sequence↗