Subsequent Database Search Research Articles

Molecular Mimicry in Type 1 Diabetes

Type 1 diabetes is caused by a T cell-mediated autoimmune destruction of the pancreatic beta cells. Molecular mimicry between viral pathogens and beta cell protein has been a popular theory to explain loss of tolerance in type 1 diabetes. However, functional data in support of this hypothesis have been lacking, presumably because the homologies were defined on the basis of linear similarities in peptide sequences, which ignores the criteria of HLA versus T cell receptor contact residues in peptide epitopes required for T cell recognition. We applied a HLA-binding dedicated peptide microarray analysis using autoreactive T cell clones specific for the autoantigen GAD65 to determine the algorithm of T cell recognition by this given T cell clone. The subsequent database search identified a 100% fit with cytomegalovirus peptide, which was subsequently shown to be recognized by these clonal T cells. However, T cell clones reactive with linear homologies previously described as putative candidates for T cell cross-reactivity between GAD65 and Coxsackie virus peptide were unable to recognize the homologous counterparts.

A Rapid Method to Capture and Screen for Transcription Factors by SELDI Mass Spectrometry

A novel method to screen for transcription factors binding to promoter DNA sequences has been developed using DNA chip surfaces and mass spectrometry. This technique was demonstrated with Escherichia coli lac repressor, LacI. The consensus promoter binding sequence for LacI and a scrambled version of the same DNA sequence were prepared on two affinity chip surfaces. Total E. coli protein lysate was applied to the two surfaces. A 38.2 kDa protein, as detected by SELDI-MS, was captured on the chip surface containing the binding sequence for LacI but not on the surface containing the scrambled sequence. The protein was identified following one-step, small-scale affinity capture and peptide mapping. Subsequent database searches identified the 38.2 kDa protein as the lac repressor of E. coli. We discuss application of DNA chip affinity capture to characterize transcription factors and to screen for differences in cellular regulatory networks.

Language technologies and patent search and classification

Research on a number of developments in language technologies, targeted at improving patent processing procedures within patent offices and in subsequent patent database search systems, is described. Aspects of patent processing covered are (1) OCR correction, to assist the conversion of paper documents to electronic versions, and (2) text classification, to assist in the allocation of new patent applications to the correct technical experts. Aspects of patent searching covered are (3) terminology enrichment, linking keywords to IPC terms, (4) table and figure reference extraction, to enable the corresponding text to be located, and (5) multilingual information access, to help formulate queries in other languages for the search of documents in those languages, and then to provide contextual translation of key sections of the documents retrieved. The authors conclude that these types of technologies will support more sophisticated search activities, for example in patent information centres, to complement the low-cost or free offerings on the Internet.

Identification of cylin-dependent kinase 1 inhibitors of a new chemical type by structure-based design and database searching.

We have selected cyclin-dependent kinase 1 (CDK1), an enzyme participating in the regulation of the cell cycle, as a target in our efforts to discover new antitumor agents. By exploiting available structural information, we designed an ATP-site directed ligand scaffold that allowed us to identify 4-(3-methyl-1,4-dioxo-1,4-dihydro-naphthalen-2-ylamino)-benzenesulfonamide as a new potent inhibitor of CDK1 in a subsequent database search. The synthesis and testing of some analogues confirmed the interest of this class of compounds as novel CDK1 inhibitors.

Proteomic analysis of Epstein-Barr virus-transformed human B-lymphoblastiod cell lines before and after immortalization

Infection of human B lymphocytes with Epstein-Barr virus (EBV) induces proliferative B-lymphoblastoid cell lines (LCLs). However, the majority of EBV-transformed LCLs are mortal and unable to avoid cellular senescence. In our previous experiment, three immortalized LCLs were established by passages of EBV-transformed LCLs for nearly five years accompanied by strong telomerase activity. In the present study, proteomic profiles of these three LCLs were analyzed comparatively at the early and the late passages of cell culture, and a protein spot was found which most significantly decreased with the immortalization in two LCLs. The expression of the protein in the third LCL was suppressed at 17 population doubling level (PDL), already suggesting that part of the immortalization process had been initiated before 17 PDL. The protein was assigned to ssp7001 (16.3 kDa, pI 6.0) by referring to our TMIG-2DPAGE proteome database. The protein was transferred onto a polyvinylidene difluoride (PVDF) membrane and digested with lysilendopeptidase to perform peptide mass fingerprinting by nanoelectrospray ionization mass spectrometry (nano-ESI-MS). Subsequent MS-Fit database search indicated that ssp7001 is a phosphoprotein stathmin. This speculation was confirmed by the tandem MS (MS/MS) analysis in a Q-Tof system and by Edman degradation microsequencing.

Proteomic analysis of Epstein-Barr virus-transformed human B-lymphoblastoid cell lines before and after immortalization.

Infection of human B lymphocytes with Epstein-Barr virus (EBV) induces proliferative B-lymphoblastoid cell lines (LCLs). However, the majority of EBV-transformed LCLs are mortal and unable to avoid cellular senescence. In our previous experiment, three immortalized LCLs were established by passages of EBV-transformed LCLs for nearly five years accompanied by strong telomerase activity. In the present study, proteomic profiles of these three LCLs were analyzed comparatively at the early and the late passages of cell culture, and a protein spot was found which most significantly decreased with the immortalization in two LCLs. The expression of the protein in the third LCL was suppressed at 17 population doubling level (PDL), already suggesting that part of the immortalization process had been initiated before 17 PDL. The protein was assigned to ssp7001 (16.3 kDa, pI 6.0) by referring to our TMIG-2DPAGE proteome database. The protein was transferred onto a polyvinylidene difluoride (PVDF) membrane and digested with lysilendopeptidase to perform peptide mass fingerprinting by nanoelectrospray ionization mass spectrometry (nano-ESI-MS). Subsequent MS-Fit database search indicated that ssp7001 is a phosphoprotein stathmin. This speculation was confirmed by the tandem MS (MS/MS) analysis in a Q-Tof system and by Edman degradation microsequencing.

Isolation and characterisation of sex-specific transcripts from Oesophagostomum dentatum by RNA arbitrarily-primed PCR

In light of the lack of molecular data on the sexual differentiation, maturation and interaction of parasitic nematodes of livestock, the present study investigated sex-specific gene expression in the nodule worm, Oesophagostomum dentatum (Strongylida). Using the technique of RNA arbitrarily-primed polymerase chain reaction (RAP-PCR), 31 expressed sequence tags (ESTs) differentially-displayed between the sexes were cloned. Northern blot analysis proved ten ESTs to be expressed exclusively in males (adults and fourth-stage larvae), while two were expressed solely in female stages. None of the ESTs were expressed in infective third-stage larvae. Sequence analysis and subsequent database searches revealed two male-specific ESTs to have significant similarity to Caenorhabditis elegans (predicted) proteins, a protein containing an EGF-like cysteine motif and a serine/threonine phosphatase. Another two male-specific ESTs had similarity to non-nematode sequences. The two female-specific ESTs had similarity to vitellogenin-5 and endonuclease III (predicted) from C. elegans. The remaining ESTs had no similarity to any nucleic acid or protein sequences contained in the databases. The isolation and characterisation of sex-specific ESTs from O. dentatum provides a unique opportunity for studying the reproductive biology of parasitic nematodes at the molecular level, with a view toward novel approaches for parasite control.

18O-labeling of N-glycosylation sites to improve the identification of gel-separated glycoproteins using peptide mass mapping and database searching.

Peptide mass mapping using matrix-assisted laser desorption/ionization (MALDI) mass spectrometry in conjunction with interrogation of sequence databases is a powerful tool for the identification of proteins. Glycosylated proteins often yield poor MALDI peptide maps due to shielding of proteolytic cleavage sites and the presence of modified peptides. Here we demonstrate that enzymatic removal of N-linked glycans with simultaneous partial (50%) 18O-labeling of glycosylated asparagine residues prior to proteolysis and MALDI peptide mass mapping can overcome these problems. As a result, more peptides are observed in MALDI spectra which, in turn, increases the specificity of subsequent database searches. Furthermore, the detection of a labeled peptide directly translates into partial sequence information as N-linked carbohydrates are exclusively attached to asparagine residues that form part of the NXS/T sequence. The mass of the formerly glycosylated peptide together with the NXS/T sequence pattern represents a discriminating criterion for database searching which, on average, increases the search specificity by a factor of 100. This procedure allows the unambiguous identification of glycoproteins that would otherwise require sequencing and, at the same time, enables the identification of N-glycosylation sites with higher sensitivity than previously possible.

Sequence database searches via de novo peptide sequencing by tandem mass spectrometry.

A method is described for searching protein sequence databases using tandem mass spectra of tryptic peptides. The approach uses a de novo sequencing algorithm to derive a short list of possible sequence candidates which serve as query sequences in a subsequent homology-based database search routine. The sequencing algorithm employs a graph theory approach similar to previously described sequencing programs. In addition, amino acid composition, peptide sequence tags and incomplete or ambiguous Edman sequence data can be used to aid in the sequence determinations. Although sequencing of peptides from tandem mass spectra is possible, one of the frequently encountered difficulties is that several alternative sequences can be deduced from one spectrum. Most of the alternative sequences, however, are sufficiently similar for a homology-based sequence database search to be possible. Unfortunately, the available protein sequence database search algorithms (e.g. Blast or FASTA) require a single unambiguous sequence as input. Here we describe how the publicly available FASTA computer program was modified in order to search protein databases more effectively in spite of the ambiguities intrinsic in de novo peptide sequencing algorithms.

Shuffled domains in extracellular proteins

A comprehensive list of domains in extracellular mosaic proteins is presented. About 40 domains were distinguished by consensus patterns. A subsequent sequence database search recognized these domains in more than 200 extracellular proteins. The results point to a structural network, which may also represent the molecular basis for a complex coordination of various functions within the world of extracellular proteins.