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Model-based inference of gene expression dynamics from sequence information.

A dynamic model of prokaryotic gene expression is developed that makes considerable use of gene sequence information. The main contribution arises from the fact that the combined gene expression model allows us to access the impact of altering a nucleotide sequence on the dynamics of gene expression rates mechanistically. The high level of detail of the mathematical model is considered as an important step towards bringing together the tremendous amount of biological in-depth knowledge that has been accumulated at the molecular level, using a systems level analysis (in the sense of a bottom-up, inductive approach). This enables to the model to provide highly detailed insights into the various steps of the protein expression process and it allows us to access possible targets for model-based design. Taken as a whole, the mathematical gene expression model presented in this study provides a comprehensive framework for a thorough analysis of sequence-related effects on the stages of mRNA synthesis, mRNA degradation and ribosomal translation, as well as their nonlinear interconnectedness. Therefore, it may be useful in the rational design of recombinant bacterial protein synthesis systems, the modulation of enzyme activities in pathway design, in vitro protein biosynthesis, and RNA-based vaccination.

Base Sequence↗

Cloning and sequencing of the coat protein gene of tobacco ringspot virus isolates from UK and Iran.

The coat protein (CP) gene and the 3' untranslated region (UTR) of genomic RNA 2 of Tobacco ringspot virus (TRSV, the genus Nepovirus, subgroup a) isolates from the UK and Iran were cloned from total viral RNA and sequenced. Comparison of these isolates with an isolate from the USA revealed a high degree of nucleotide and amino acid identity which extends the knowledge of molecular relationships between these three TRSV isolates. The UK isolate shared the highest nucleotide identity (95%) with the US isolate as compared to a lower identity with the Iranian isolate (92%). The highest identity (98%) was found between the UK and US isolates at amino acid level. Comparative analysis of the Iranian, UK and US isolates revealed some differences concerning some members of other subgroups of nepoviruses. For example, the N-terminal FDAYXR and the C-terminal FYGRXS motifs conserved among some nepoviruses, which occur adjacent to each other in folded CP molecules, were not detected in the Iranian, UK or US TSRV isolates. These isolates shared similarity only with Tomato ringspot virus (TomRSV) belonging to the subgroup c of nepoviruses. Another similarity of these isolates with TomRSV and Raspberry ringspot virus (RRSV) was the presence of a 34 nucleotide (nt) long sequence within the 3'-UTR.

Amino Acid Sequence↗

Mitochondrial DNA and retroviral RNA analyses of archival oral polio vaccine (OPV CHAT) materials: evidence of macaque nuclear sequences confirms substrate identity.

Inoculation of live experimental oral poliovirus vaccines (OPV CHAT) during the 1950s in central Africa has been proposed to account for the introduction of HIV into human populations. For this to have occurred, it would have been necessary for chimpanzee rather than macaque kidney epithelial cells to have been included in the preparation of early OPV materials. Theoretically, this could have led to contamination with a progenitor of HIV-1 derived from a related simian immunodeficiency virus of chimpanzees (SIVCPZ). In this article we present further detailed analyses of two samples of OPV, CHAT 10A-11 and CHAT 6039/Yugo, which were used in early human trials of poliovirus vaccination. Recovery of poliovirus by culture techniques confirmed the biological viability of the vaccines and sequence analysis of poliovirus RNA specifically identified the presence of the CHAT strain. Independent nested sets of oligonucleotide primers specific for HIV-1/SIVCPZ and HIV-2/SIVMAC/SIVSM phylogenetic lineages, respectively, indicated no evidence of HIV/SIV RNA in either vaccine preparation, at a sensitivity of 100 RNA equivalents/ml. Analysis of cellular substrate by the amplification of two distinct regions of mitochondrial DNA (D-loop control region and 12S ribosomal sequences) revealed no evidence of chimpanzee cellular sequences. However, this approach positively identified rhesus and cynomolgus macaque DNA for the CHAT 10A-11 and CHAT 6039/Yugo vaccine preparations, respectively. Analysis of multiple clones of mtDNA 12S rDNA indicated a relatively high number of nuclear mitochondrial DNA sequences (numts) in the CHAT 10A-11 material, but confirmed the macaque origin of cellular substrate used in vaccine preparation. These data reinforce earlier findings on this topic providing no evidence to support the contention that poliovirus vaccination was responsible for the introduction of HIV into humans and sparking the AIDS pandemic.

Animals↗

Molecular profiling of human chondrosarcomas for matrix production and cancer markers.

Chondrosarcoma is the second most common malignant bone tumor, characterized by production of abundant extracellular matrix resembling hyaline cartilage. To better understand the molecular pathogenesis of chondrosarcoma, we analyzed 12 chondrosarcomas for their production of connective tissue components and SOX9, a key regulator of normal chondrocyte differentiation. Furthermore, 10 chondrosarcoma samples were screened for additional changes in gene expression using cDNA array analysis. In Northern analysis, several tumors were found to express type II collagen mRNA at levels comparable to fetal cartilage used as a control. Interestingly, the highest levels of type II collagen mRNA were seen in 2 of the 3 grade 3 chondrosarcomas, which also exhibited the highest mRNA levels of SOX9 and "prechondrogenic" pro alpha 1(IIA) collagen. Expression of SOX9 in human chondrosarcomas is novel and suggests that chondrosarcomas originate from a multipotent stem cell committed to differentiation along the chondrogenic pathway. Results of the cDNA array analyses emphasize the heterogeneous nature of chondrosarcoma as no single transcript was systematically up- or downregulated in all tumors analyzed. Among the interesting changes observed was upregulation of decorin mRNA in 7 of the 10 tumors analyzed. Further studies are needed to determine whether decorin plays a role in the pathogenesis of chondrosarcoma. The cDNA arrays also revealed discrepancies from Northern and RNase protection analyses in transcript levels of matrix components, emphasizing the need to validate cDNA array data with other techniques.

Adult↗

Increased measurement accuracy for sequence-verified microarray probes.

Microarrays have been extensively used to investigate genome-wide expression patterns. Although this technology has been tremendously successful, it has suffered from suboptimal individual measurement precision. Significant improvements in this respect have been recently made. In an effort to further explore the underlying variability, we have attempted to globally assess the accuracy of individual probe sequences used to query gene expression. For mammalian Affymetrix microarrays, we identify an unexpectedly large number of probes (greater than 19% of the probes on each platform) that do not correspond to their appropriate mRNA reference sequence (RefSeq). Compared with data derived from inaccurate probes, we find that data derived from sequence-verified probes show 1) increased precision in technical replicates, 2) increased accuracy translating data from one generation microarray to another, 3) increased accuracy translating data from oligonucleotide to cDNA microarrays, and 4) improved capture of biological information in human clinical specimens. The logical conclusion of this work is that probes containing the most reliable sequence information provide the most accurate results. Our data reveal that the identification and removal of inaccurate probes can significantly improve this technology.

Breast↗

Structure and evolution of ribonuclease P RNA in Gram-positive bacteria.

The sequences and structures of RNase P RNAs of some Gram-positive bacteria, e.g. Bacillus subtilis, are very different than those of other bacteria. In order to expand our understanding of the structure and evolution of RNase P RNA in Gram-positive bacteria, gene sequences encoding RNase P RNAs from 10 additional species from this evolutionary group have been determined, doubling the number of sequences available for comparative analysis. The enlarged data set allows refinement of the secondary structure model of these unusual RNase P RNAs and the identification of potential tertiary interactions between P10.1 and L12, and between L5.1 and L15.1. The newly-obtained sequences suggest that RNase P RNA underwent an abrupt, dramatic restructuring in the ancestry of the low-G+C Gram-positive bacteria after the divergence of the branches leading to the 'Clostridia and relatives' and the remaining low-G+C Gram-positive species. The unusual structures of the RNase P RNAs of Mycoplasma hyopneumoniae and M.floccularre are apparently derived from RNAs with Bacillus-like structure rather than from intermediate, partially restructured ancestral RNAs. The structure of the RNase P RNA from the photosynthetic Heliobacillus mobilis supports the relationship of this specie with Bacillus and Staphylococcus rather than the 'Clostridia and relatives' as suggested by the sequences of their small-subunit ribosomal RNAs.

Bacillus subtilis↗

Identification and analysis of the site of -1 ribosomal frameshifting in red clover necrotic mosaic virus.

The genomic RNA-1 of red clover necrotic mosaic dianthovirus (RCNMV) contains the heptanucleotide GGAUUUU that precedes the termination codon of the 5' proximal p27 open reading frame (ORF). This heptanucleotide is followed by a sequence with the potential to form a stable, complex secondary structure. Translation of RNA-1 is postulated to utilize a -1 ribosomal frameshifting mechanism to express the 88-kDa viral RNA polymerase. Using site-directed mutagenesis together with cell-free translation to monitor frameshifting and a biological assay of the mutants in plants, we establish the role of the GGAUUUU as the site where -1 ribosomal frameshifting occurs. The frameshifting signal sequence conforms to the simultaneous slippage model. Stop codons flanking the shifty signal are not required for frameshifting but the p27 ORF termination codon is necessary for maintaining optimal infectivity of the virus. Mutations abolishing the RCNMV RNA-1 internal p57 ORF initiation codon did not affect infectivity of the virus, suggesting that this cistron is only expressed in vivo as an 88-kDa ribosomal frameshifting product. Shifty heptanucleotide signals from a number of animal retroviruses and RNA plant viruses facilitate RCNMV frameshifting in vitro. However, only a limited number of the heterologous shifty heptanucleotides were functional in plant cells. We suggest that specific shifty tRNA populations in the cell facilitate viral -1 ribosomal frameshifting. This analysis also suggests that the slippery sequence requirements are not identical in mammalian and in plant systems.

Base Sequence↗

Fellomyces ogasawarensis sp. nov. and Fellomyces distylii sp. nov., yeasts isolated from a plant in Japan.

Fellomyces ogasawarensis and Fellomyces distylii, new yeast species isolated from a dead leaf of a plant (Distylium-lepidotum Nakai, family Hamamelidaceae) collected in the Ogasawara Islands, isolated islands in the Pacific Ocean about 1000 km south of Japan, are described. The phylogenetic relationship of F. ogasawarensis and F. distylii with other members of the genus Fellomyces was estimated from 18S rRNA gene sequence analysis. The type strain of F. ogasawarensis is strain OK-81 (= JCM 9861) and that of F. distylii is strain OK-83 (= JCM 9862).

DNA, Fungal↗

A selection system for functional internal ribosome entry site (IRES) elements: analysis of the requirement for a conserved GNRA tetraloop in the encephalomyocarditis virus IRES.

Picornavirus internal ribosome entry site (IRES) elements direct cap-independent internal initiation of protein synthesis within mammalian cells. These RNA elements (about 450 nt) contain extensive secondary structure including a hairpin loop with a conserved GNRA motif. Such loops are important in RNA-RNA and RNA-protein interactions. Plasmids that express dicistronic mRNAs of the structure GUS/IRES/HOOK have been constructed. The HOOK sequence encodes a cell-surface-targeted protein (sFv); the translation of this open reading frame within mammalian cells from these dicistronic mRNAs requires a functional IRES element. Cells that express the sFv can be selected from nonexpressing cells. A pool of up to 256 mutant encephalomyocarditis virus IRES elements was generated by converting the wild-type hairpin loop sequence (GCGA) to NNNN. Following transfection of this pool of mutants into COS-7 cells, plasmids were recovered from selected sFv-expressing cells. These DNAs were amplified in Escherichia coli and transfected again into COS-7 cells for further cycles to enrich for plasmids encoding functional IRES elements. The sequence of individual selected IRES elements was determined. All functional IRES elements had a tetraloop with a 3' terminal A residue. Optimal IRES activity, assayed in vitro and within cells, was obtained from plasmids encoding an IRES with the hairpin loop sequence fitting a RNRA consensus. In contrast, IRES elements containing YCYA tetraloops were severely defective.

Animals↗

Enterovirus infection of the central nervous system of humans: lack of association with chronic neurological disease.

We have searched, using a sensitive nested-PCR, for enterovirus RNA in cerebrospinal fluid and post mortem central nervous system (CNS) tissue from patients with previous poliomyelitis with or without late functional deterioration, patients with motor neuron disease (MND), and control patients with other neurological disease or without neurological disease. Enterovirus RNA was detected in patients with previous poliomyelitis and MND, but also in control patients with and without neurological disease. Our results do not provide any evidence that such enterovirus infection is related to late functional deterioration in patients with previous poliomyelitis, which could be attributed to other medical conditions in most instances, and do not support the hypothesis that MND is associated with enterovirus infection of the CNS. Nucleotide sequence analysis of enterovirus RNA sequences detected indicated that enteroviruses detected were of the non-polio type.

Adult↗

Burkholderia thailandensis sp. nov., a Burkholderia pseudomallei-like species.

The presence of a Burkholderia pseudomallei-like species based upon the significant genotypic and phenotypic dissimilarities exhibited between these organisms and true B. pseudomallei strains has been reported previously. In this study, a comprehensive 16S rDNA-based phylogenetic analysis further supports the existence of this newly described Burkholderia species for which the name Burkholderia thailandensis sp. nov. is proposed.

Base Sequence↗

RNA secondary structure prediction based on free energy and phylogenetic analysis.

We describe a computational method for the prediction of RNA secondary structure that uses a combination of free energy and comparative sequence analysis strategies. Using a homology-based sequence alignment as a starting point, all favorable pairings with respect to the Turner energy function are identified. Each potentially paired region within a multiple sequence alignment is scored using a function that combines both predicted free energy and sequence covariation with optimized weightings. High scoring regions are ranked and sequentially incorporated to define a growing secondary structure. Using a single set of optimized parameters, it is possible to accurately predict the foldings of several test RNAs defined previously by extensive phylogenetic and experimental data (including tRNA, 5 S rRNA, SRP RNA, tmRNA, and 16 S rRNA). The algorithm correctly predicts approximately 80% of the secondary structure. A range of parameters have been tested to define the minimal sequence information content required to accurately predict secondary structure and to assess the importance of individual terms in the prediction scheme. This analysis indicates that prediction accuracy most strongly depends upon covariational information and only weakly on the energetic terms. However, relatively few sequences prove sufficient to provide the covariational information required for an accurate prediction. Secondary structures can be accurately defined by alignments with as few as five sequences and predictions improve only moderately with the inclusion of additional sequences.

Algorithms↗

Characterization of Bunyamwera virus S RNA that is transcribed and replicated by the L protein expressed from recombinant vaccinia virus.

Analysis of the 5' termini of Bunyamwera virus S segment mRNAs by cloning and sequence analysis revealed the presence of nonviral, heterogeneous sequences 12 to 17 bases long. This is similar to reports for other members of the family Bunyaviridae and is taken to indicate that mRNA transcription is primed by a "cap-snatching" mechanism. The 3' end of the Bunyamwera virus S mRNA was mapped, by using an RNase protection assay, to 100 to 110 nucleotides upstream of the 3' end of the template. Previously we reported expression of the Bunyamwera virus L (polymerase) protein by recombinant vaccinia virus and demonstrated that the recombinant L protein was functional in terms of RNA synthesis activity in a nucleocapsid transfection assay (H. Jin and R. M. Elliott, J. Virol. 65: 4182-4189, 1991). In the present study we further analyze the RNAs made by using this system and show that positive-sense RNAs contain 5' nonviral sequences. Hence the initiation of mRNA transcription by the recombinant L protein resembles that seen during authentic bunyavirus infection and suggests that the L protein has the endonuclease activity which generates the primers. Some of these positive-sense transcripts terminated at the mRNA termination site, but the majority read through to the end of the template. No primer sequences were found at the 5' terminal of negative-sense RNAs. The recombinant L protein was able to replicate negative-sense RNA supplied by transfected virion-derived nucleocapsids, and both positive- and negative-sense RNAs were synthesized. These results indicate that the recombinant L protein has both transcriptase and replicase activities.

Base Sequence↗

ESEfinder: A web resource to identify exonic splicing enhancers.

Point mutations frequently cause genetic diseases by disrupting the correct pattern of pre-mRNA splicing. The effect of a point mutation within a coding sequence is traditionally attributed to the deduced change in the corresponding amino acid. However, some point mutations can have much more severe effects on the structure of the encoded protein, for example when they inactivate an exonic splicing enhancer (ESE), thereby resulting in exon skipping. ESEs also appear to be especially important in exons that normally undergo alternative splicing. Different classes of ESE consensus motifs have been described, but they are not always easily identified. ESEfinder (http://exon.cshl.edu/ESE/) is a web-based resource that facilitates rapid analysis of exon sequences to identify putative ESEs responsive to the human SR proteins SF2/ASF, SC35, SRp40 and SRp55, and to predict whether exonic mutations disrupt such elements.

Base Sequence↗

Aminoacylation properties of pathology-related human mitochondrial tRNA(Lys) variants.

In vitro transcription has proven to be a successful tool for preparation of functional RNAs, especially in the tRNA field, in which, despite the absence of post-transcriptional modifications, transcripts are correctly folded and functionally active. Human mitochondrial (mt) tRNA(Lys) deviates from this principle and folds into various inactive conformations, due to the absence of the post-transcriptional modification m(1)A9 which hinders base-pairing with U64 in the native tRNA. Unavailability of a functional transcript is a serious drawback for structure/function investigations as well as in deciphering the molecular mechanisms by which point mutations in the mt tRNA(Lys) gene cause severe human disorders. Here, we show that an engineered in vitro transcribed "pseudo-WT" tRNA(Lys) variant is efficiently recognized by lysyl-tRNA synthetase and can substitute for the WT tRNA as a valuable reference molecule. This has been exploited in a systematic analysis of the effects on aminoacylation of nine pathology-related mutations described so far. The sole mutation located in a loop of the tRNA secondary structure, A8344G, does not affect aminoacylation efficiency. Out of eight mutations located in helical domains converting canonical Watson-Crick pairs into G-U pairs or C.A mismatches, six have no effect on aminoacylation (A8296G, U8316C, G8342A, U8356C, U8362G, G8363A), and two lead to drastic decreases (5000- to 7000-fold) in lysylation efficiencies (G8313A and G8328A). This screening, allowing for analysis of the primary impact level of all mutations affecting one tRNA under comparable conditions, indicates distinct molecular origins for different disorders.

Acylation↗

Phylogenetic position of the menaquinone-containing acidophilic chemo-organotroph Acidobacterium capsulatum.

The phylogenetic position of an acidophilic chemo-organotrophic menaquinone-containing bacterium, Acidobacterium capsulatum, was studied on the basis of 16S rRNA gene sequence information. A. capsulatum showed the highest level of sequence similarity to Heliobacterium chlorum, a member of the Gram-positive group, yet this level was only 81%. Distance matrix tree analysis suggested that A. capsulatum belongs to a unique lineage deeply branching from the Chlamydia-Planctomyces group or from the Gram-positive line.

Base Sequence↗

Parasitism by a protozoan in the hemolymph of the giant clam, Tridacna crocea.

A parasitism by a protozoan was found in the giant clam, Tridacna crocea. The parasites were spindle-shaped, 8.6 +/- 0.5 micro m in length and 2.5 +/- 0.3 micro m in width. Structural features of the apical complex of the parasite and a molecular phylogenetic analysis of its 18S rRNA gene sequence indicate that the protozoan belongs to the Apicomplexa. No flagellum was observed in the parasitic protozoan. It infected the eosinophilic granular hemocyte, one of the three types of hemocytes in the clam hemolymph, but it is not known whether it influenced the growth of the clam.

Animals↗