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SPIDER: software for protein identification from sequence tags with de novo sequencing error.

For the identification of novel proteins using MS/MS, de novo sequencing software computes one or several possible amino acid sequences (called sequence tags) for each MS/MS spectrum. Those tags are then used to match, accounting amino acid mutations, the sequences in a protein database. If the de novo sequencing gives correct tags, the homologs of the proteins can be identified by this approach and software such as MS-BLAST is available for the matching. However, de novo sequencing very often gives only partially correct tags. The most common error is that a segment of amino acids is replaced by another segment with approximately the same masses. We developed a new efficient algorithm to match sequence tags with errors to database sequences for the purpose of protein and peptide identification. A software package, SPIDER, was developed and made available on Internet for free public use. This paper describes the algorithms and features of the SPIDER software.

Algorithms↗

Modeling three-dimensional protein structures for amino acid sequences of the CASP3 experiment using sequence-derived predictions.

Homology or comparative modeling is aimed at modeling the three-dimensional structure of a target sequence of unknown structure using the framework of an already known fold. Traditionally, homology modeling has been applied to targets with clear sequence similarity to proteins of known structure. Because methods to identify increasingly distant relationships have been developed, homology models can now be built for a wider range of targets. The first challenge in homology modeling is to obtain an initial, accurate, sequence-structure alignment with the most compatible fold. In CASP3, the abilities of fold-recognition methods to fulfill this challenge were evaluated with a number of target sequences of unknown structure. Sequence-structure alignments for 33 of the CASP3 targets using the fold-recognition method SDP were submitted (Fischer and Eisenberg, Protein Sci 1996; 5:947-955). After the three-dimensional structures of the sequences were subsequently released, the quality of the predictions were evaluated. Here I describe three of the predictions for targets with little sequence similarity to proteins of known structure that were judged by the assessors to be of higher quality. For two of these predictions, the sequence-structure alignment corresponded perfectly to the structural alignment (zero average shift), and for the third, the average shift was 0.1. This alignment accuracy entails an ideal starting point for homology modeling.

Amino Acid Sequence↗

High sensitivity of the single-strand conformation polymorphism method for detecting sequence variations in the low-density lipoprotein receptor gene validated by DNA sequencing.

We designed oligonucleotide primer pairs to amplify the promoter region, the translated exon sequences, and the flanking intron sequences of all 18 exons of the LDL receptor gene to compare the ability of the PCR single-strand conformation polymorphism (PCR-SSCP) method with semiautomated solid-phase genomic DNA sequencing to detect sequence variations. In 20 apparently unrelated Danish patients with a clinical diagnosis of heterozygous familial hypercholesterolemia (FH), we identified 13 different mutations in the LDL receptor gene: two silent (C331C, N494 N); five missense (W66G, E119K, T383P, W556S, T7051); one nonsense (W23X); three splice-site (313 + 1G-->A, 1061-8T-->C, 1846-1G-->A); and two frameshift (335del10, 1650delG) mutations. Four of these mutations, N494 N, T383P, 1061-8T-->C, and W556S, have not been reported earlier. The pathogenicity of the T383P, 1061-8T-->C, and W556S mutations remains to be established by in vitro mutagenesis and transfection studies. One patient had three mutations (335del10, 1061-8T-->C, and T705I) on the same allele. Further, nine well-known polymorphisms were detectable with this methodological setup. Direct DNA sequencing of the PCR products used for the SSCP analysis did not reveal any sequence variations not detected by the PCR-SSCP method. In two patients we did not detect any mutation by either method. We conclude that the PCR-SSCP analysis, performed as described here, is as sensitive and efficient as DNA sequencing in the ability to identify the sequence variations in the LDL receptor gene of the patients with heterozygous FH of this study.

Base Sequence↗

Novel alpha-conotoxins identified by gene sequencing from cone snails native to Hainan, and their sequence diversity.

Conotoxins (CTX) from the venom of marine cone snails (genus Conus) represent large families of proteins, which show a similar precursor organization with surprisingly conserved signal sequence of the precursor peptides, but highly diverse pharmacological activities. By using the conserved sequences found within the genes that encode the alpha-conotoxin precursors, a technique based on RT-PCR was used to identify, respectively, two novel peptides (LiC22, LeD2) from the two worm-hunting Conus species Conus lividus, and Conus litteratus, and one novel peptide (TeA21) from the snail-hunting Conus species Conus textile, all native to Hainan in China. The three peptides share an alpha4/7 subfamily alpha-conotoxins common cysteine pattern (CCX(4)CX(7)C, two disulfide bonds), which are competitive antagonists of nicotinic acetylcholine receptor (nAChRs). The cDNA of LiC22N encodes a precursor of 40 residues, including a propeptide of 19 residues and a mature peptide of 21 residues. The cDNA of LeD2N encodes a precursor of 41 residues, including a propeptide of 21 residues and a mature peptide of 16 residues with three additional Gly residues. The cDNA of TeA21N encodes a precursor of 38 residues, including a propeptide of 20 residues and a mature peptide of 17 residues with an additional residue Gly. The additional residue Gly of LeD2N and TeA21N is a prerequisite for the amidation of the preceding C-terminal Cys. All three sequences are processed at the common signal site -X-Arg- immediately before the mature peptide sequences. The properties of the alpha4/7 conotoxins known so far were discussed in detail. Phylogenetic analysis of the new conotoxins in the present study and the published homologue of alpha4/7 conotoxins from the other Conus species were performed systematically. Patterns of sequence divergence for the three regions of signal, proregion, and mature peptides, both nucleotide acids and residue substitutions in DNA and peptide levels, as well as Cys codon usage were analyzed, which suggest how these separate branches originated. Percent identities of the DNA and amino acid sequences of the signal region exhibited high conservation, whereas the sequences of the mature peptides ranged from almost identical to highly divergent between inter- and intra-species. Notably, the diversity of the proregion was also high, with an intermediate percentage of divergence between that observed in the signal and in the toxin regions. The data presented are new and are of importance, and should attract the interest of researchers in this field. The elucidated cDNAs of these toxins will facilitate a better understanding of the relationship of their structure and function, as well as the process of their evolutionary relationships.

Amino Acid Sequence↗

Implicit sequence learning without motor sequencing in young and old adults.

The ability to detect patterns and organize individual events into complex sequences is a fundamental cognitive skill that is often learned implicitly. The serial response time (SRT) task has been widely used to investigate implicit sequence learning, but it remains unclear whether people learn a perceptual or motor sequence in this task. This study reports three experiments that build on previous research by Goschke and colleagues using an auditory SRT task in which the stimulus-to-response mapping changes on every trial to eliminate spatio-motor sequencing. The current study extends earlier work in three ways. First, healthy young and older adults were tested rather than the neuropsychological patients used in previous research. Second, sequences of different structural complexity were investigated including first- and second-order repeating sequences as well as higher-order probabilistic sequences. Third, the potential role of explicit knowledge was examined using three separate tests of declarative knowledge. Results indicate that young and old adults are able to learn purely perceptual auditory sequences, but that explicit knowledge contributes to learning of repeating sequences by young adults.

Acoustic Stimulation↗

Generation of siRNAs by T-DNA sequences does not require active transcription or homology to sequences in the plant.

Delivery into plants of T-DNAs containing promoter, terminator, or coding sequences generated small interfering RNAs (siRNAs) specific to each type of sequence. When both promoter and transcribed sequences were simultaneously present in the T-DNA, accumulation of siRNAs to transcribed sequences was favored over accumulation of siRNAs to the nontranscribed upstream promoter sequences. The generation of specific siRNA sequences occurred even in the absence of T-DNA homology to sequences in the plant. Delivery of T-DNA, with homology to the transgene limited to the nontranscribed cauliflower mosaic virus 35S promoter (35SP) and the transcribed nopaline synthase transcription termination (NosT)signal sequences, into transgenic plants expressing the green fluorescent protein (GFP), generated siRNAs in infiltrated tissues to both 35SP (35SsiRNAs) and NosT (NosTsiRNAs), but not to the GFP sequence (GFPsiRNAs). In infiltrated tissues, the 35SsiRNAs failed to trigger the transcriptional silencing of the transgene, accumulation of 35SsiRNAs could be prevented by the potyviral HC-Pro, and the NosTsiRNAs required an initial amplification to trigger efficient transgene silencing, which is mediated by transcripts from the exogenous T-DNA, and not from the transgene. In upper leaves, silencing correlated with the presence of GFPsiRNAs and the absence of 35SsiRNAs, confirming that its spread was posttranscriptionally mediated by the transgene mRNA.

Agrobacterium tumefaciens↗

Calculation of T2 relaxation time from ultrafast single shot sequences for differentiation of liver tumors: comparison of echo-planar, HASTE, and spin-echo sequences.

PURPOSE: The purpose of this study was to evaluate the accuracy of T2 calculation from single shot imaging sequences such as echo-planar imaging (EPI) and half-Fourier single shot turbo spin-echo (HASTE) imaging. MATERIALS AND METHODS: For the phantom study, we prepared vials containing different concentrations of agarose, copper sulfate, and nickel chloride. The temperature of the phantom was kept at 22 degrees C. MR images were obtained with a 1.5-Tesla superconductive magnet. Spin-echo (SE) -type EPI and HASTE sequences with different TEs were obtained for T2 calculation, and the T2 values were compared with those obtained from the Carr-Purcell-Meiborm-Gill (CPMG) sequence. The clinical study group consisted of 30 consecutive patients referred for MR imaging to characterize focal liver lesions. A total of 40 focal liver lesions were evaluated, including 25 primary or metastatic solid masses and 15 non-solid lesions. Single shot SE-type EPI and HASTE were both performed with TEs of 64 and 90 msec. RESULTS: In the phantom study, the T2 values obtained from both single shot sequences showed significant correlations with those from the CPMG sequence (T2 on EPI vs. T2 on CPMG: r=0.98, p<0.01; T2 on HASTE vs. T2 on CPMG: r=0.99, p<0.01). In the clinical study, mean T2 values for liver calculated from EPI (42 msec) were significantly shorter than those calculated from the HASTE sequence (58 msec) (p<0.001). Mean T2 values for solid tumors were 95 msec with HASTE and 72 msec with EPI, and mean T2 values for non-solid lesions were 128 msec with HASTE and 159 msec with EPI. Although mean T2 values between solid and non-solid lesions were significantly different for both EPI and HASTE sequences (p=0.01 for HASTE, p<0.001 for EPI), the overlap of solid and non-solid lesions was less frequent in EPI than in HASTE. CONCLUSION: With single shot sequences, it is possible to obtain the T2 values that show excellent correlation with the CPMG sequence. Although both HASTE and EPI are useful to calculate T2 values, EPI appears to be more accurate in characterizing focal liver lesions.

Adult↗

Transforming DNA sequences of human hepatocellular carcinomas, their distribution and relationship with hepatitis B virus sequence in human hepatomas.

Several related human transforming DNA sequences, hhc, and a putative normal liver homologue, c-hhc, have been molecularly cloned from the genomic DNAs of individual African and Asian hepatomas and from normal liver respectively. hhcM (Mahlavu) and hhcK3 (Korean), but not c-hhc, transformed NIH3T3 cells in DNA-mediated gene transfer assays. Transformed cells were found tumorigenic in athymic NIH Swiss nu/nu mice. In view of recent epidemiological studies implicating hepatitis B virus (HBV) infection early in life as causative for the eventual development of primary hepatocellular carcinoma in humans in Southeast Asia, the Far-East, and certain areas of Africa, we hereby analyzed the relationship between these hhcs and HBV in a survey of 20 hepatomas for DNA sequences homologous to hhcM and HBV by sequential hybridizations against [32p]hhcM and [32p]HBV probes. hhcM related DNA sequence were found highly amplified in 80% of the 20 hepatomas but HBV DNA sequence was rare or low. hhcM lends itself as a marker for human hepatomas. However, overall results indicated that patients with integrated HBV DNA sequences showed high copy number of hhcM sequence. Furthermore, EcoR1-restricted hepatoma DNAs showed that HBV and hhcM DNA sequences resided at different fragments in hepatomas. Our results suggest that HBV contributes to hepatocarcinogenesis probably via an activation mechanism involving possibly an integration or transient interaction of HBV DNA with hepatocyte DNA sequences, leading to recombination and eventual amplifications of the hhcM sequence in Mahlavu.

Animals↗

[Magnetic resonance of the brain: comparative assessment of conventional sequences versus fast sequences].

The conventional Spin-Echo sequences have been the most used acquisition techniques on Magnetic Resonance Imaging (MRI) of the brain, since the beginning of 1990s. Recently, however, technological developments proposed such new fast acquisition techniques, with a dramatic reduction in acquisition time as Gradient Echo, Turbo Spin Echo, Gradient Spin Echo ed Echo Planar sequences. We investigated the comparative adequacy of the new fast sequences, in brain MR studies versus conventional sequences, on medium field strength MR equipment (.5 T). On in vitro exams S/N ratio was evaluated and on in vivo study C/N ratio between white substance grey substance and fluid were evaluated, in 15 healthy volunteers. All the exams were carried out on Philips NT5 Gyroscan MR unit operating at .5 T, with 15 mT/m power gradients. Both conventional and fast sequences Spin-Echo (SE), Inversion Recovery (IR), Gradient-Echo (GE), Turbo Spin-Echo (TSE), Gradient Spin-Echo (GRASE) and Echo Planar (EPI), all optimized to obtain T1, T2 and T1-IR weighted images, were performed. The sequences were evaluated separately comparing different acquisition techniques relative to the same type of contrast (T1, T2, and T1-IR). The results indicate the superiority of the fast acquisition techniques, both in terms of quality and acquisition times, except for T1-weighted images, where the conventional Spin-Echo sequences confirmed to be superior. In conclusion, the present study suggests that fast acquisition techniques can improve the conventional protocol of sequences, in the anatomical representation of the normal brain even with medium field strength equipment only on T2 and T1-IR weighted images. On T1-weighted imaging conventional SE acquisition technique is still the best choice. The time saving obtained with fast sequences can therefore be used for an overall improvement in the quality of images, and to apply accessory acquisition plans on routine exams.

Brain↗

Mitochondrial leader sequences: structural similarities and sequence differences.

While having essentially no amino acid sequence homology, the mitochondrial leader sequences of different pre-proteins carry out the same function of targeting the protein to mitochondria. Among the common attributes that have been noted for leader sequences are a net positive charge and the ability to form amphiphilic alpha-helices. The aim of the research described here was to determine the relative importance of these two attributes in the leader sequence of rat liver mitochondrial aldehyde dehydrogenase. Through site-directed mutagenesis, arginine residues were systematically replaced by glutamine. It was found that individual arginines could be replaced without loss of import competence, so the total charge of the leader sequence was not required for the pre-protein to be imported. However, when two arginines were replaced simultaneously, especially Arg3 and Arg10, the pre-protein lost the ability to be imported. This ability was restored by modifying the leader sequence to increase dramatically its helix-forming potential. This leader sequence did not contain a positive-charged side-chain until Arg11. Therefore, it has been shown that positive charge is not required in the first ten residues provided the sequence could form a relatively more stable alpha-helix. The ability to form an amphiphilic alpha-helix remains the essential factor in determining whether or not a leader sequence can carry out its import function.

Animals↗

Cloning, DNA sequencing, and amino acid sequencing of catechol 1,2-dioxygenases (pyrocatechase) from Pseudomonas putida mt-2 and Pseudomonas arvilla C-1.

Catechol 1,2-dioxygenase catalyzes the oxygenative ring cleavage of catechol to form cis,cis-muconic acid and is encoded by a catA gene. We have cloned a catA gene from Pseudomonas putida mt-2 using a PCR product of amino acid sequence-based primers as a probe. The amino acid sequence deduced from the 930 nucleotides was in complete agreement with the chemically determined sequence of the protein. Crude extracts of Escherichia coli cells carrying the catA gene downstream from the lac promoter showed the enzyme activity. By using the same probe, we also cloned and sequenced the catA beta gene for catechol 1,2-dioxygenase isozyme beta beta from Pseudomonas arvilla C-1, which has three isozymes, alpha alpha, alpha beta, and beta beta (C. Nakai, H. Horiike, S. Kuramitsu, H. Kagamiyama, and M. Nozaki, 1990, J. Biol. Chem. 265, 660-665). There was very high homology between isozyme beta beta of the C-1 strain and the enzyme of the mt-2 strain in both the amino acid (98%) and the DNA sequences (97%). A preference for the use of codons terminating in C and G was found in the coding region of both the enzymes, which contributed to the high G + C content (65-66%) of the genes. A comparison of the DNA sequences of various catA genes from other sources revealed their common ancestry, whereas a comparison of the amino acid sequences of the enzymes revealed clear reflection of substrate specificity. Tyrosyl and histidyl residues for proposed ligands of ferric ion are conserved in all catechol 1,2-dioxygenases.

Amino Acid Sequence↗