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Results for “alignment chaining method”

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PubMed2003

Discrimination of West Nile virus and Japanese encephalitis virus strains using RT-PCR RFLP analysis.

West Nile (WN) virus is a mosquito-borne flavivirus that induces lethal encephalitis in humans and horses. Since an outbreak of WN encephalitis in humans and horses occurred in New York City in late August 1999, the possibility exists that WN virus will invade regions that have close links with the United States, such as Japan. We developed a genetic diagnostic method that discriminates between strains of WN virus and Japanese encephalitis (JE) virus. The method involves RT-PCR restriction fragment length polymorphism (RFLP) analysis with a RT-PCR primer set, a nested PCR primer set, and a restriction enzyme. We detected WN and JE viruses in experimentally infected animal brain, spleen, and serum samples. Our method is useful in distinguishing WN viruses from the endemic background of JE viruses, and in discriminating the highly virulent WN strain, which was isolated in New York in 1999, from other WN virus strains.

Animals↗

PubMed2000

Molecular differentiation of Bifidobacterium species with amplified ribosomal DNA restriction analysis and alignment of short regions of the ldh gene.

The differentiation of Bifidobacterium species was performed with specific primers using the PCR technique, the amplified ribosomal DNA restriction analysis (ARDRA) technique based on reports on the sequence of the 16S rRNA gene and speciation based on a short region of the ldh gene. Four specific primer sets were developed for each of the Bifidobacterium species, B. animalis, B. infantis and B. longum. The use of the ARDRA method made it possible to discriminate between B. infantis, B. longum and B. animalis with the combination of BamHI, TaqI and Sau3AI restriction enzymes. The ldh gene sequences of 309-312 bp were determined for 19 Bifidobacterium strains. Alignment of these short regions of the ldh gene confirmed that it is possible to distinguish between B. longum and B. infantis but not between B. lactis and B. animalis.

Amino Acid Sequence↗

PubMed2004

Breed differences in genotype and allele frequency of catechol O-methyltransferase gene polymorphic regions in dogs.

Catechol O-methyltransferase (COMT) inactivates catecholamines and catechol-containing drugs such as L-DOPA. The common genetic polymorphism Val158Met in the human COMT gene is suspected to be associated with "persistence" or risk for schizophrenia. In this study, we attempted to identify the canine COMT gene fragment and to find a similar polymorphism and to reveal its genetic distribution among five representative canine breeds. We found that the amplified gene consisted of 663 bp nucleotides and was 84% homologous with the human COMT gene. The single nucleotide polymorphisms, guanine adenine substitution, were observed at the 39th, 216th and 482nd nucleotides. From the genotyping of the 216th polymorphism among 266 dogs by the polymerase chain reaction-restriction fragment length polymorphism method with restriction enzyme EagI, and that of the 482nd polymorphism with restriction enzyme SfcI, we found inter-breed variations of genotypes as well as of allelic frequencies for both of these polymorphic regions. These results suggest that the identified polymorphisms will be useful tools in elucidating the genetic background of canine behavioral traits.

Animals↗

PubMed2005

Synthesis of flexible magnetic nanowires of permanently linked core-shell magnetic beads tethered to a glass surface patterned by microcontact printing.

We have developed an efficient, one-step method to create magnetic nanowires consisting of permanently linked chains of magnetic beads of varying flexibility tethered to a patterned glass surface using simple amidation chemistry. The flexibility of the nanowire was governed by the molecular weight of the molecule used to covalently link the beads and its length by the height of the microchannel in which it was synthesized. The nanowire diameter was determined both by the bead size and by the number of beads adhering to each dot in the microstamped, patterned array. Longer nanowires can form loops attached at two points on the glass surface. Both single flexible chains and flexible loops can adopt different configurations (straight, hairpin, S-shaped, etc.) when subjected to magnetic fields, the configurations depending on the directions of these fields. Shorter, less flexible nanowires align with the field always and do not exhibit the more exotic configurations seen for long, flexible chains and loops. These magnetic nanowires can have potential use in microfluidic pumping and mixing processes and in microparticle manipulation.

Journal Article↗

PubMed2006

Quantitative analysis of clonal bone marrow CD19+ B cells: use of B cell lineage trees to delineate their role in the pathogenesis of light chain amyloidosis.

Light chain amyloidosis (AL) is a bone marrow (BM) plasma cell neoplasia with systemic deposition of Ig light chain amyloid fibrils. Here, we report the identification of clonal CD19 B cells in the BM and the use of a novel mathematical algorithm to generate B cell lineage trees of the clonal CD19 B cells and CD138 plasma cells from the BM of AL patients to delineate the relationship between these two clonal populations. The CD19+ clonal B cells in the BM of AL patients related to the clonal plasma cells represent a pre-plasma cell precursor population. The B cell lineage trees from AL patients also show significant differences in clonal diversification and antigenic selection compared to clones from normal, healthy controls. These data provide a robust example of the use of graphical quantification methods in delineating the role of neoplastic precursors in the pathogenesis of hematopoietic malignancies.

Algorithms↗

PubMed2006

Efficient methods for estimating amino acid replacement rates.

Replacement rate matrices describe the process of evolution at one position in a protein and are used in many applications where proteins are studied with an evolutionary perspective. Several general matrices have been suggested and have proved to be good approximations of the real process. However, there are data for which general matrices are inappropriate, for example, special protein families, certain lineages in the tree of life, or particular parts of proteins. Analysis of such data could benefit from adaption of a data-specific rate matrix. This paper suggests two new methods for estimating replacement rate matrices from independent pairwise protein sequence alignments and also carefully studies Müller-Vingron's resolvent method. Comprehensive tests on synthetic datasets show that both new methods perform better than the resolvent method in a variety of settings. The best method is furthermore demonstrated to be robust on small datasets as well as practical on very large datasets of real data. Neither short nor divergent sequence pairs have to be discarded, making the method economical with data. A generalization to multialignment data is suggested and used in a test on protein-domain family phylogenies, where it is shown that the method offers family-specific rate matrices that often have a significantly better likelihood than a general matrix.

Amino Acid Substitution↗

PubMed2005

A simple method for the detection of measles virus genome by loop-mediated isothermal amplification (LAMP).

Approximately 20,000-30,000 measles patients were reported in a surveillance of infectious diseases because of low vaccine coverage of 80% in Japan. Among them, some were thought to be secondary vaccine failure (SVF) with generally mild or non-typical measles illness and sometimes became a source of further transmission. We have developed a new, sensitive, and rapid method to detect the measles virus genome by reverse transcription loop-mediated isothermal amplification (RT-LAMP). We examined 50 nasopharyngeal secretion (NPS) samples that were obtained during the 1999 outbreak and stored at -70 degrees C and fresh NPS, lymphocytes and sera from 11 patients in 2003. Total RNA was extracted from the samples and subjected to reverse transcription-polymerase chain reaction (RT-PCR) and RT-LAMP. We detected the genomic RNA corresponding to at least 0.01-0.04 TCID50, 30-100 copies in samples by RT-LAMP within 60 min after extraction of RNA, and all four genotypes isolated in Japan were equally amplified. Specific DNA amplification was monitored spectrophotometrically by real time turbidimeter and the quantity of RNA was calculated. Measles virus genome was detected in 44 of 50 stored NPS by RT-PCR and in 49 by RT-LAMP. The vaccine strain was discriminated from wild strains after sequencing the LAMP products. RT-LAMP is a useful rapid diagnostic method for the detection of measles virus without any special apparatus, showing higher sensitivity than RT-PCR, and expected to be applied for hospital-based infection control and for laboratory-based measles surveillance.

Base Sequence↗

PubMed1995

Detection of measles virus genome directly from clinical samples by reverse transcriptase-polymerase chain reaction and genetic variability.

A simple and sensitive method for the detection of measles virus genome was developed, amplifying the regions encoding the nucleocapsid (N) protein and hemagglutinin (H) protein of measles virus by reverse transcriptase-polymerase chain reaction (RT-PCR). We examined a variety of measles patients: 28 patients with natural infection, 4 with measles encephalitis and 1 with subacute sclerosing panencephalitis (SSPE). In 28 patients with natural measles infection a single step PCR amplifying the N region resulted in a high detection rate for all plasma samples (28/28) within 3 days of the onset of rash and 80% (20/25) even on day 7 of the onset of rash and later. Within 3 days of the onset of rash, 24/25 (96.0%) of nasopharyngeal secretions (NPS) and 27/28 (96.4%) of peripheral blood mononuclear cells (PBMC) were positive for the N region PCR and the positivity rate of PCR decreased in NPS and PBMC after 7 days of the rash. In acute measles infection, measles genome was detected in all cell fractions, CD4, CD8, B cells, and monocytes/macrophages by the H gene nested PCR. Measles genome was also detected from cerebrospinal fluids (CSF) in patients with measles encephalitis, SSPE, and acute measles by the H gene nested PCR. PCR products of the N and H regions were sequenced and we confirmed the presence of measles genome. Based on the sequence data, chronological sequence differences were observed over the past 10 years. The sequences obtained from the SSPE patient were closely related to those of the wild viruses that were circulating at the time when the patient initially acquired measles. RT-PCR for NPS, PBMC, CSF, and plasma provides a useful method for the diagnosis of measles and molecular epidemiological study in addition to virus isolation.

Adolescent↗

PubMed1995

A new B18 sequence (B*1802) from Asian individuals.

A new HLA-B18 allele (B*1802) derived from a Thai individual was sequenced. Comparison of this B18 nucleotide sequence with the published B*1801 sequence indicated that this Asian B18 allele has a nucleotide sequence different from that of B*1801. Three nucleotide changes were observed in exon 3, in which two substitutions at codon 97, AGG in B*1801 to AAT in the B*1802, result in an amino acid change from arginine to asparagine. The residue 97Asn has also been described in some B27 subtypes. A silent mutation was also observed at codon 99, TAC in B*1801 to TAT in the B*1802. This sequence has been reported in many class I alleles published so far. Moreover, 18 HLA-B18-positive samples were examined by the PCR-SSO method using specific probes for B*1801 and B*1802. The results demonstrated that three Asian samples possess B*1802 and share HLA-Cw7, DR12, and DQ7.

Alleles↗

PubMed2004

Predicting GPCR-G-protein coupling using hidden Markov models.

MOTIVATION: Determining the coupling specificity of G-protein coupled receptors (GPCRs) is important for understanding the biology of this class of pharmacologically important proteins. Currently available in silico methods for predicting GPCR-G-protein coupling specificity have high error rate. METHOD: We introduce a new approach for creating hidden Markov models (HMMs) based on a first guess about the importance of various residues. We call these knowledge restricted HMMs to emphasize the fact that the state space of the HMM is restricted by the application of a priori knowledge. Specifically, we use only those amino acid residues of GPCRs which are likely to interact with G-proteins, namely those that are predicted to be in the intra-cellular loops. Furthermore, we concatenate these predicted loops into one sequence rather than considering them as four disparate units. This reduces the HMM state space by drastically decreasing the sequence length. RESULTS: Our knowledge restricted HMM based method to predict GPCR-G-protein coupling specificity has an error rate of <1%, when applied to a test set of GPCRs with known G-protein coupling specificity. AVAILABILITY: Academic users can get the data set mentioned herein and HMMs from the authors.

Binding Sites↗

PubMed2003

Molecular phylogeny and evolution of the human endogenous retrovirus HERV-W LTR family in hominoid primates.

Long terminal repeats (LTRs) of human endogenous retrovirus (HERV) have contributed to the structural change or genetic variation of primate genome that are connected to speciation and evolution. Using genomic DNAs that were derived from hominoid primates (chimpanzee, gorilla, orangutan, and gibbon), we performed PCR amplification and identified thirty HERV-W LTR elements. These LTR elements showed a 82-98% sequence similarity with HERV-W LTR (AF072500). Specifically, additional sequences (GCCACCACCACTGTTT in the gorilla and TGCTGCTGACTCCCATCC in the gibbon) were noticed. Clone OR3 from the orangutan and clone GI2 from the gibbon showed a 100% sequence similarity, although they are different species. This indicates that both LTR elements were proliferated during the last 2 to 5 million years from the integration of the original LTR element. A phylogenetic tree that was obtained by the neighbor-joining method revealed a wide overlap of the LTR elements across species, suggesting that the HERV-W LTR family evolved independently during the hominoid evolution.

Amino Acid Sequence↗

PubMed2004

Improving profile HMM discrimination by adapting transition probabilities.

Profile hidden Markov models (HMMs) are used to model protein families and for detecting evolutionary relationships between proteins. Such a profile HMM is typically constructed from a multiple alignment of a set of related sequences. Transition probability parameters in an HMM are used to model insertions and deletions in the alignment. We show here that taking into account unrelated sequences when estimating the transition probability parameters helps to construct more discriminative models for the global/local alignment mode. After normal HMM training, a simple heuristic is employed that adjusts the transition probabilities between match and delete states according to observed transitions in the training set relative to the unrelated (noise) set. The method is called adaptive transition probabilities (ATP) and is based on the HMMER package implementation. It was benchmarked in two remote homology tests based on the Pfam and the SCOP classifications. Compared to the HMMER default procedure, the rate of misclassification was reduced significantly in both tests and across all levels of error rate.

Algorithms↗

PubMed1996

Position-dependent protein mutant profile based on mean force field calculation.

The application of the mean force field in protein mutant stability prediction is explored. Based on protein main chain characteristics, including polar fraction, accessibility and dihedral angles, the mean force field was constructed to evaluate the compatibility between an amino acid residue and its environment, from which a position-dependent protein mutant profile was constructed. At each position along a protein sequence, the native residue was replaced by the other 19 types of amino acid residues. The matches were evaluated by energies from mean force field calculation, from which a mutant profile along the protein sequence was derived. General characteristics of such a profile were analyzed. Mutant stabilities for two sets of mutants in two proteins were found to be reasonable compared with experimental data, which indicates that the present method can act as a guide in protein engineering and as an effective scoring matrix in protein sequence-structure alignment studies.

Amino Acid Sequence↗

PubMed1999

Evaluation of intraspecies genetic variation within the 60 kDa heat-shock protein gene (groEL) of Bartonella species.

A phylogenetic investigation was done on the members of the genus Bartonella, based on the DNA sequence analysis of the groEL gene, which encodes the 60 kDa heat-shock protein GroEL. Nucleotide sequence data were determined for a near full-length fragment (1368 bp) of the groEL gene of the established Bartonella species and used to infer intraspecies phylogenetic relationships. Phylogenetic trees were inferred from multiple sequence alignments by using both distance and parsimony methods, which demonstrated an architecture composed of six well-supported lineages. The results are consistent with relationships deduced from recent sequence analysis studies based upon citrate synthase (gItA) and previously observed genotypic and phenotypic characteristics; however, they showed greater statistical support at the intragenus level. This suggests that groEL may be a more robust tool for phylogenetic analysis of Bartonella lineages.

Bartonella↗

PubMed2004

Solution structure of the two-iron rubredoxin of Pseudomonas oleovorans determined by NMR spectroscopy and solution X-ray scattering and interactions with rubredoxin reductase.

Here we provide insights into the molecular structure of the two-iron 19-kDa rubredoxin (AlkG) of Pseudomonas oleovorans using solution-state nuclear magnetic resonance (NMR) and small-angle X-ray scattering studies. Sequence alignment and biochemical studies have suggested that AlkG comprises two rubredoxin folds connected by a linker region of approximately 70 amino acid residues. The C-terminal domain (C-Rb) of this unusual rubredoxin, together with approximately 35 amino acid residues of the predicted linker region, was expressed in Escherichia coli, purified in the one-iron form and the structure of the cadmium-substituted form determined at high-resolution by NMR spectroscopy. The structure shows that the C-Rb domain is similar in fold to the conventional one-iron rubredoxins from other organisms, whereas the linker region does not have any discernible structure. This tandem "flexible-folded" structure of the polypeptide chain derived for the C-Rb protein was confirmed using solution X-ray scattering methods. X-ray scattering studies of AlkG indicated that the 70-amino acid residue linker forms a structured, yet mobile, polypeptide segment connecting the globular N- and C-terminal domains. The X-ray scattering studies also showed that the N-terminal domain (N-Rb) has a molecular conformation similar to that of C-Rb. The restored molecular shape indicates that the folded N-Rb and C-Rb domains of AlkG are noticeably separated, suggesting some domain movement on complex formation with rubredoxin reductase to allow interdomain electron transfer between the metal centers in AlkG. This study demonstrates the advantage of combining X-ray scattering and NMR methods in structural studies of dynamic, multidomain proteins that are not suited to crystallographic analysis. The study forms a structural foundation for functional studies of the interaction and electron-transfer reactions of AlkG with rubredoxin reductase, also reported herein.

Amino Acid Sequence↗

PubMed1996

HLA-A null allele with a stop codon, HLA-A*0215N, identified in a homozygous state in a healthy adult.

A healthy adult having no serologically detectable HLA class I A locus antigens was identified. The parents of the individual are consanguineous. Results of a family study indicated that the individual is homozygous for the B46-Cw1-DR8.1 haplotype, which was shown to be positively associated with A*0207 in our previous study. The HLA-A null individual is healthy and exhibits no apparent immunological abnormality. Total RNAs extracted from peripheral blood were converted to cDNAs. The reverse transcriptase-polymerase chain reaction (PCR) product, which is of the same size as the normally expressed gene, was easily obtained from the cDNAs with HLA-A locus-specific primers. The nucleotide sequence of this null allele (A*0215N) was the same as that of A*0207 except for a single nucleotide substitution which resulted in a stop codon in exon 4. From its nucleotide sequence, a truncated molecule was expected to be produced; however, the immunoprecipitation study failed to detect the predicted product. Genomic DNAs from 29 unrelated individuals who expressed only one HLA-A antigen with HLA-B46, were analyzed by a PCR-sequence-specific oligonucleotide method. None of the samples possessed this stop codon. Therefore, A*0215N is likely to be a rare allele generated by a single point mutation from A*0207.

Adult↗

PubMed2005

ExonHunter: a comprehensive approach to gene finding.

MOTIVATION: We present ExonHunter, a new and comprehensive gene finding system that outperforms existing systems and features several new ideas and approaches. Our system combines numerous sources of information (genomic sequences, expressed sequence tags and protein databases of related species) into a gene finder based on a hidden Markov model in a novel and systematic way. In our framework, various sources of information are expressed as partial probabilistic statements about positions in the sequence and their annotation. We then combine these into the final prediction via a quadratic programming method, which we show to be an extension of existing methods. Allowing only partial statements is key to our transparent handling of missing information and coping with the heterogeneous character of individual sources of information. In addition, we give a new method for modeling the length distribution of intergenic regions in hidden Markov models. RESULTS: On a commonly used test set, ExonHunter performs significantly better than the existing gene finders ROSETTA, SLAM and TWINSCAN, with more than two-thirds of genes predicted completely correctly. AVAILABILITY: Supplementary material available at http://www.bioinformatics.uwaterloo.ca/supplements/05eh/

Animals↗

PubMed2005

HIV-1 resistance genotyping on dried serum spots.

OBJECTIVE: To assess the feasibility of HIV-1 group M resistance genotyping on dried serum spots, by testing samples from previously untreated patients, patients on treatment, and patients having stopped treatment, representing a wide genetic diversity panel. METHODS: Serum samples from 62 HIV-1-infected Caucasian and African patients, with viral load values from 715 copies/ml to more than 750,000 copies/ml, were deposited on filter paper. After elution and RNA extraction, nested RT-PCR was used to amplify the protease and RT regions of the pol gene. Resistance sequencing was performed on all the protease and RT amplicons. The sequences obtained for resistance genotyping were used for subtyping by phylogenetic analysis. RESULTS: Amplification was successful in the protease region in 53/62 cases (85.5%) and in the RT region in 51/62 cases (82.3%). All samples with viral loads of at least 5 Log (17 of 62) were successfully amplified in both the RT and protease regions. Of the 29 samples with viral loads between 4 Log and 5 Log, 28 (97%) were amplified in the RT region and 25 (86%) in the protease region. The detected mutations were in keeping with the treatment status. Marked natural polymorphism was observed in the protease region, but no major consequences were deduced in terms of resistance. The results showed a broad diversity of the panel, including subtype B (n = 36) and non B or recombinant forms (n = 20). CONCLUSION: Our results show the feasibility of this dried serum spot method for monitoring resistance to antiretroviral drugs and the molecular epidemiology of HIV diversity. The simplicity of sample preparation, storage and transport potentially makes this an importance tool for individual and epidemiological monitoring throughout the world.

Antiretroviral Therapy, Highly Active↗