ABSTRACT
An artificial neural network (ANN) solution is described for the recognition of domains in protein sequences. A query sequence is first compared to a reference database of domain sequences by use of and the output data, encoded in the form of six parameters, are forwarded to feed-forward artificial neural networks with six input and six hidden units with sigmoidal transfer function. The recognition is based on the distribution of scores precomputed for the known domain groups in a database versus database comparison. Applications to the prediction of function are discussed.
Subject(s)
Computational Biology/methods , Neural Networks, Computer , Protein Structure, Tertiary/physiology , Sequence Analysis, Protein/methods , Databases, FactualABSTRACT
SBASE 8.0 is the eighth release of the SBASE library of protein domain sequences that contains 294 898 annotated structural, functional, ligand-binding and topogenic segments of proteins, cross-referenced to most major sequence databases and sequence pattern collections. The entries are clustered into over 2005 statistically validated domain groups (SBASE-A) and 595 non-validated groups (SBASE-B), provided with several WWW-based search and browsing facilities for online use. A domain-search facility was developed, based on non-parametric pattern recognition methods, including artificial neural networks. SBASE 8.0 is freely available by anonymous 'ftp' file transfer from ftp.icgeb.trieste.it. Automated searching of SBASE can be carried out with the WWW servers http://www.icgeb.trieste.it/sbase/ and http://sbase.abc. hu/sbase/.
Subject(s)
Databases, Factual , Proteins , Binding Sites , Information Services , Internet , Protein Structure, Tertiary , Proteins/chemistry , Sequence AlignmentABSTRACT
SUMMARY: A simple heuristic scoring method is described for assigning sequences to known domain types based on BLAST search outputs. The scoring is based on the score distribution of the known domain groups determined from a database versus database comparison and is directly applicable to BLAST output processing.
Subject(s)
Models, Statistical , Protein Structure, Tertiary , Software , Computational Biology , Databases, Factual , Internet , Proteins/chemistry , Proteins/genetics , Sequence Alignment/statistics & numerical dataABSTRACT
SBASE 7.0 is the seventh release of the SBASE protein domain library sequences that contains 237 937 annotated structural, functional, ligand-binding and topogenic segments of proteins, cross-referenced to all major sequence databases and sequence pattern collections. The entries are clustered into over 1811 groups and are provided with two WWW-based search facilities for on-line use. SBASE 7.0 is freely available by anonymous 'ftp' file transfer from ftp.icgeb. trieste.it. Automated searching of SBASE with BLAST can be carried out with the WWW servers http://www.icgeb.trieste.it/sbase/and http://sbase.abc.hu/sbase/
Subject(s)
Database Management Systems , Databases, Factual , Proteins/chemistry , Amino Acid Sequence , InternetABSTRACT
RESULTS: A WWW server for protein domain homology prediction, based on BLAST search and a simple data-mining algorithm (Hegyi,H. and Pongor,S. (1993) Comput. Appl. Biosci., 9, 371-372), was constructed providing a tabulated list and a graphic plot of similarities. AVAILABILITY: http://www.icgeb.trieste.it/domain. Mirror site is available at http://sbase.abc.hu/domain. A standalone programme will be available on request. SUPPLEMENTARY INFORMATION: A series of help files is available at the above addresses.
Subject(s)
Algorithms , Protein Conformation , Proteins/chemistry , Software , Humans , Information Storage and RetrievalABSTRACT
The sixth release of the SBASE protein domain library sequences contains 130 703 annotated and crossreferenced entries corresponding to structural, functional, ligand-binding and topogenic segments of proteins. The entries were grouped based on standard names (2312 groups) and futher classified on the basis of the BLAST similarity (2463 clusters). Automated searching with BLAST and a new sequence-plot representation of local domain similarities are available at the WWW-server http://www.icgeb.trieste.it/sbase. A mirror site is at http://sbase.abc.hu/sbase. The database is freely available by anonymous 'ftp' file transfer from ftp.icgeb.trieste.it
Subject(s)
Amino Acid Sequence , Databases, Factual , Protein Conformation , Proteins/chemistry , Information Storage and Retrieval , Internet , Proteins/classification , Proteins/physiology , Sequence Homology, Amino AcidABSTRACT
SBASE 5.0 is the fifth 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 programs. The present release contains over 79863 entries provided with standardized names and is cross-referenced to all major sequence databases and sequence pattern collections. The information is assigned to individual domains rather than to entire protein sequences, thus SBASE contains substantially more cross-references and links than do the protein sequence databases. The entries are clustered into >16 000 groups in order to facilitate the detection of distant similarities. SBASE 5.0 is freely available by anonymous 'ftp' file transfer from
Subject(s)
Databases, Factual , Protein Structure, Tertiary , Proteins/chemistry , Amino Acid Sequence , Animals , Humans , Molecular Sequence Data , Sequence Alignment , Sequence Homology, Amino AcidABSTRACT
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.
Subject(s)
Databases, Factual , Proteins/chemistry , Amino Acid Sequence , Animals , Computer Communication Networks , Humans , Protein Binding , Proteins/genetics , Proteins/metabolismABSTRACT
Recent studies indicate that alphaherpesviruses express latency associated transcripts (LATs) from the antisense strand of immediate early (IE) genes of the viral genome. It has been discussed that LATs containing extended open reading frames (ORFs) might be translated into protein products. We found that a salient feature of some herpesvirus DNAs is a high GC preference at the third codon positions. As a consequence, the probability of a stop codon arising at two of the six frames of the DNA strand is very low. The regions missing stop codons frequently start with ATG, resulting in extended ORFs. Therefore, the presence of a gene-long ORF does not necessarily mean that it is relevant to real translation.
Subject(s)
Alphaherpesvirinae/genetics , Open Reading Frames , Alphaherpesvirinae/physiology , Animals , Base Composition , Biological Evolution , Codon/genetics , DNA, Viral/genetics , Genes, Viral , Herpesvirus 1, Suid/genetics , Transcription, Genetic , Virus Latency/geneticsABSTRACT
SBASE 3.0 is the third release of SBASE, a collection of annotated protein domain sequences. SBASE entries represent various structural, functional, ligand-binding and topogenic segments of proteins as defined by their publishing authors. SBASE can be used for establishing domain homologies using different database-search tools such as FASTA [Lipman and Pearson (1985) Science, 227, 1436-1441], and BLAST3 [Altschul and Lipman (1990) Proc. Natl. Acad. Sci. USA, 87, 5509-5513] which is especially useful in the case of loosely defined domain types for which efficient consensus patterns can not be established. The present release contains 41,749 entries provided with standardized names and cross-referenced to the major protein and nucleic acid databanks as well as to the PROSITE catalogue of protein sequence patterns. The entries are clustered into 2285 groups using the BLAST algorithm for computing similarity measures. SBASE 3.0 is freely available on request to the authors or 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 www-server at < http:@www.icgeb.trieste.it >. Automated searching of SBASE by BLAST can be carried out with the electronic mail server < sbase@icgeb.trieste.it >. Another mail server < domain@hubi.abc.hu > assigns SBASE domain homologies on the basis of SWISS-PROT searches. A comparison of pertinent search strategies is presented.
Subject(s)
Amino Acid Sequence , Databases, Factual , Proteins/chemistry , Animals , Computer Communication Networks , Humans , Molecular Sequence Data , SoftwareABSTRACT
Recent evidence indicates that alphaherpesviruses express latency associated transcripts (LATs) from the antisense strand of immediate-early (IE) genes of the viral genome. It has been suggested that LATs containing extended open reading frames (ORFs), might be translated into (a) protein product(s). We found that a salient feature of some herpesvirus DNAs is a high GC preference at the third codon positions. The consequence of this feature is that the probability of a stop-codon appearing at two of the six reading frames of the DNA strand is very low. Therefore, the presence of an extended ORF does not necessarily mean that it is relevant to real translation.
Subject(s)
DNA, Antisense/genetics , Herpesvirus 1, Suid/genetics , Base Sequence , DNA, Viral/analysis , Genes, Immediate-Early/genetics , Genome, Viral , Herpesvirus 1, Suid/physiology , Molecular Sequence Data , Open Reading Frames , Virus Latency/geneticsABSTRACT
The amino acid sequence of the 27 kDa protein responsible for the haemolytic activity of Bacillus thuringiensis subsp. israelensis toxin has been analysed by secondary structure prediction, helical wheel/net diagrams and molecular mechanics calculations. We found that segment 116-126 presumably forms a strongly amphiphilic alpha-helix. This is supported by the findings that the synthesized segment 116-126 (a) has a significant alpha-helical content in water, and (b) displays an in vitro haemolytic activity comparable to that of bee venom peptide melittin. As segment 116-126 is present in the haemolyzing, but not present in the non-haemolyzing proteins from B. thuringiensis toxins, we suggest that this segment is responsible for the lytic potential of the B. thuringiensis subsp. israelensis protein.
