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Quantitative relationship between synonymous codon usage bias and GC composition across unicellular genomes.

BACKGROUND: Codon usage bias has been widely reported to correlate with GC composition. However, the quantitative relationship between codon usage bias and GC composition across species has not been reported. RESULTS: Based on an informatics method (SCUO) we developed previously using Shannon informational theory and maximum entropy theory, we investigated the quantitative relationship between codon usage bias and GC composition. The regression based on 70 bacterial and 16 archaeal genomes showed that in bacteria, SCUO = -2.06 * GC3 + 2.05*(GC3)2 + 0.65, r = 0.91, and that in archaea, SCUO = -1.79 * GC3 + 1.85*(GC3)2 + 0.56, r = 0.89. We developed an analytical model to quantify synonymous codon usage bias by GC compositions based on SCUO. The parameters within this model were inferred by inspecting the relationship between codon usage bias and GC composition across 70 bacterial and 16 archaeal genomes. We further simplified this relationship using only GC3. This simple model was supported by computational simulation. CONCLUSIONS: The synonymous codon usage bias could be simply expressed as 1+ (p/2)log2(p/2) + ((1-p)/2)log2((l-p)/2), where p = GC3. The software we developed for measuring SCUO (codonO) is available at http://digbio.missouri.edu/~wanx/cu/codonO.

Base Composition↗

An environmental signature for 323 microbial genomes based on codon adaptation indices.

BACKGROUND: Codon adaptation indices (CAIs) represent an evolutionary strategy to modulate gene expression and have widely been used to predict potentially highly expressed genes within microbial genomes. Here, we evaluate and compare two very different methods for estimating CAI values, one corresponding to translational codon usage bias and the second obtained mathematically by searching for the most dominant codon bias. RESULTS: The level of correlation between these two CAI methods is a simple and intuitive measure of the degree of translational bias in an organism, and from this we confirm that fast replicating bacteria are more likely to have a dominant translational codon usage bias than are slow replicating bacteria, and that this translational codon usage bias may be used for prediction of highly expressed genes. By analyzing more than 300 bacterial genomes, as well as five fungal genomes, we show that codon usage preference provides an environmental signature by which it is possible to group bacteria according to their lifestyle, for instance soil bacteria and soil symbionts, spore formers, enteric bacteria, aquatic bacteria, and intercellular and extracellular pathogens. CONCLUSION: The results and the approach described here may be used to acquire new knowledge regarding species lifestyle and to elucidate relationships between organisms that are far apart evolutionarily.

Bacteria↗

Germline polymorphism of codon 727 of human thyroid-stimulating hormone receptor is associated with toxic multinodular goiter.

Toxic multinodular goiter (TMNG) represents a frequent cause of endogenous hyperthyroidism, affecting 5-15% of such patients (with higher frequencies reported in iodine-deficient areas of the world). Although mutations of human TSH receptor (hTSHR) have been described in autonomously functioning thyroid nodules (AFTN), the role of such mutations in the pathogenesis of TMNG remains unclear. To search for alterations of hTSHR in AFTN and TMNG, we performed bidirectional, dye primer automated fluorescent DNA sequencing of the entire transmembrane domain and cytoplasmic tail of hTSHR (TMD+CT-hTSHR) using DNA extracted from nodular regions of 24 patients with TMNG and 7 patients with AFTN. Eight of the 24 patients (33.3%) showed heterozygote polymorphism of codon 727 on the cytoplasmic tail of hTSHR with an amino acid substitution of aspartic acid to glutamic acid. Three of 24 (12.5%) patients with TMNG were found to carry a heterozygote mutation of codon 703, resulting in substitution of alanine with glycine. One patient had multiple heterozygote mutations including I606M (Ile to Met), A703G (Ala to Gly), Q720E (Gln to Glu), and D727E (Asp to Glu). Two patients exhibited silent polymorphism of codons 460 and 618. We found no mutation of the TMD+CT-hTSHR in 7 patients with AFTN, except for a silent polymorphism of codon 460 in 1. DNA fingerprinting of codon 727 using restriction enzyme NlaIII and genomic DNA confirmed the sequencing results in all cases, indicating that the sequence alterations were not somatic in nature. This technique was also used to examine peripheral blood genomic DNA from 52 normal individuals and 49 patients with Graves' disease; 33.3% of TMNG (P = 0.019 vs. normal subjects), 16.3% of Graves' disease patients (P = 0.10 vs. normal subjects), and 9.6% of normal individuals were heterozygous for the D727E polymorphism. Expression of the D727E hTSHR variant in eukaryotic cells (COS-7) resulted in an exaggerated cAMP response to TSH stimulation compared to that of the wild-type hTSHR. These findings indicate that a germline polymorphism of codon D727E of hTSHR is associated with TMNG, suggesting that its presence is an important predisposing genetic factor in the pathogenesis of TMNG.

Adolescent↗

Fatal insomnia in a case of familial Creutzfeldt-Jakob disease with the codon 200(Lys) mutation.

Fatal familial insomnia (FFI) has been exclusively associated with a pathogenic mutation at codon 178 in the PRNP gene coupled with methionine (Met) at codon 129. We now describe a subject with familial Creutzfeldt-Jakob disease, heterozygous for the pathogenic lysine (Lys) mutation at codon 200 and homozygous for Met at codon 129 of the PRNP gene, who was affected by severe insomnia. At autopsy the patient had significant involvement of the thalamus, as previously described in subjects affected by FFI with the codon 178 mutation. This case demonstrates the wide variability of the clinical expressions in patients with the codon 200 mutation, that may include insomnia and thalamic pathology.

Amyloid↗

Examination of the function of two kelch proteins generated by stop codon suppression.

The Drosophila kelch gene produces a single transcript with a UGA stop codon separating two open reading frames (ORF1 and ORF2). From the transcript, 76 kDa ORF1 and 160 kDa full-length (ORF1 + ORF2) proteins are made. The expression of these two proteins is regulated in a tissue-specific manner causing the ratio of full-length to ORF1 protein to vary in different tissues. The only detected defect for kelch mutants is female sterility, and kelch protein is localized to the ovarian ring canals. kelch mutant ring canals are disorganized and have partly occluded lumens, causing a failure to transport cytoplasm. ORF1 and full-length kelch proteins co-sediment with ring canals suggesting that both proteins are found in the ring canals. Transgenetic analysis reveals that ORF1 kelch protein is sufficient to rescue ring canal morphology and fertility. In addition, we have mutated the UGA stop codon to a UAA stop codon and to three sense codons that allow constitutive readthrough. Analysis of these mutants reveals that a full-length kelch protein can partially compensate for the loss of endogenous kelch, but the residue included at the stop codon is critical for function. Finally, these studies suggest that the mechanism of stop codon suppression of kelch is by tRNA suppression.

Alanine↗

Nascent-peptide-mediated ribosome stalling at a stop codon induces mRNA cleavage resulting in nonstop mRNA that is recognized by tmRNA.

Recent studies have established that tmRNA-mediated protein tagging occurs at stop codons depending on the C-terminal amino acid sequence of the nascent polypeptide immediately adjacent to those codons. We investigate here how the trans-translation at a stop codon occurs by using model crp genes encoding variants of cAMP receptor protein (CRP). We demonstrate that a truncated crp mRNA is efficiently produced along with a normal transcript from the model gene where tmRNA-mediated protein tagging occurs. The truncated crp mRNA was not detected in the presence of tmRNA, indicating that its degradation was facilitated by tmRNA. The major 3'-ends of the truncated crp mRNA in cells unable to express tmRNA were mapped at and near the stop codon. When RNA derived from the model crp-crr fusion gene was analyzed, crr mRNA was detected as a downstream cleavage product along with the upstream crp mRNA. These results are compatible with the hypothesis that ribosome stalling caused by the tagging-provoking sequences leads to endonucleolytic cleavage of mRNA around the stop codon, resulting in nonstop mRNA. In addition, the data are consistent with the view that mRNA cleavage is the cause of trans-translation at stop codons. Neither the bacterial toxin RelE nor the known major endoribonucleases are required for this cleavage, indicating that either other endoribonuclease(s) or the ribosome itself would be responsible for the mRNA cleavage in response to ribosome stalling caused by the particular nascent peptides.

Bacterial Toxins↗

Close spacing of AUG initiation codons confers dicistronic character on a eukaryotic mRNA.

TYMV RNA supports the translation of two proteins, p69 and p206, from AUG initiation codons 7 nucleotides apart. We have studied the translation of this overlapping dicistronic mRNA with luciferase reporter RNAs electroporated into cowpea protoplasts and in toe-printing studies that map ribosomes stalled during initiation in wheat germ extracts. Agreement between these two assays indicates that the observed effects reflect ribosome initiation events. The robust expression from the downstream AUG206 codon was dependent on its closeness to the upstream AUG69 codon. Stepwise separation of these codons resulted in a gradual increase in upstream initiation and decrease in downstream initiation, and expression was converted from dicistronic to monocistronic. Selection by ribosomes for initiation between the nearby AUG codons was responsive to the sequence contexts that govern leaky scanning, but the normally strong position effect favoring upstream initiation was greatly diminished. Similar dicistronic expression was supported for RNAs with altered initiation sequences and for RNAs devoid of flanking viral sequences. Closely spaced AUG codons may thus represent an under-recognized strategy for bicistronic expression from eukaryotic mRNAs. The initiation behavior observed in these studies suggests that 5'-3' ribosome scanning involves backward excursions averaging about 15 nucleotides.

Base Sequence↗

tRNA slippage at the tmRNA resume codon.

UNLABELLED: The bacterial ribosome does not initiate translation on the mRNA portion of tmRNA; instead translation that had begun on a separate mRNA molecule resumes at a particular triplet on tmRNA (the resume codon). For at least two tRNAs that could pair with both the resume and -2 triplets on mutant tmRNAs, UAA (stop) as the second codon induced high-frequency -2 slippage on the resume codon in the P site. The frameshift product was not detected when the -2 base was altered. Deficiency for ribosomal L9 protein, which affects other cases of frameshifting, had no significant effect. A special feature of this frameshifting is its dependence on a particular context, that of the tmRNA resume codon; it failed on the same sequence in a regular mRNA, and, more strikingly, at the second tmRNA codon. This focuses attention on the peculiar features expected of the slippage-prone state, such as unusual E-site filling, that might make the P-site resume codon:anticodon interaction especially unstable. KEYWORDS: tmRNA; ribosome; frameshift; E site; translation

Codon↗

Changes in body temperature pattern in vertebrates do not influence the codon usages of alpha-globin genes.

Codon usages are known to vary among vertebrates chiefly due to variations in isochore structure. Under the assumption that marked differences exist in isochore structure between warm-blooded and cold-blooded animals, the variations among vertebrates were previously attributed to an adaptation to homeothermy. However, based on data from a turtle species and a crocodile (Archosauromorpha), it was recently proposed that the common ancestors of mammals, birds and extent reptiles already had the "warm-blooded" isochore structure. We determined the nucleotide sequences of alpha-globin genes from two species of heterotherms, cuckoo (Cuculus canorus) and bat (Pipistrellus abramus), and three species of snakes (Lepidosauromorpha), Naja kaouthia from a tropical terrestrial habitat, Elaphe climacophora from a temperate terrestrial habitat, and Hydrophis melanocephalus from a tropical marine habitat. Our purposes were to assess the influence of differential body temperature patterns on codon usage and GC content at the third position of a codon (GC3), and to test the hypothesis concerning the phylogenetic position at which GC contents had increased in vertebrates. The results of principal component analysis (PCA) using the present data and data for other taxa from GenBank indicate that the primary difference in codon usage in globin genes among amniotes and other vertebrates lies in GC3. The codon usages (and GC3) in alpha-globin genes from two heterotherms and three snakes are similar to those in alpha-globin genes from warm-blooded vertebrates. These results refute the influence of body temperature pattern upon codon usages (and GC3) in alpha-globin genes, and support the hypothesis that the increase in GC content in the genome occurred in the common ancestor of amniotes.

Amino Acid Sequence↗

Codon optimization of papillomavirus genes.

Early and late genes of human and animal papillomaviruses show a codon composition seemingly unfavorable for expression in mammalian cells. It remains unclear how the viruses manage to achieve high levels of late gene expression during the viral life cycle. One possible solution could be that the availability of certain t-RNAs changes with progressing stages of cellular differentiation. Previous studies have demonstrated that modification of codon usage of papillomavirus late (L1 and L2) and early genes (E7) can overcome poor expression of these proteins both in transient and in stable expression systems. This was shown not only for human but also for plant cells. Two strategies can be employed to alter codon usage: elimination of only those codons that are rarely used in a particular expression system, or exchange of all possible codons by the ones most frequently used. Currently, there are two protocols for codon modification--a template-less polymerase chain reaction (PCR)-based protocol, in which very long overlapping oligodeoxynucleotides are used in an overlap-extension reaction, or a ligase chain reaction, in which shorter oligodeoxynucleotides are fused together after an annealing procedure. Both methods are presented and discussed.

Amino Acids↗

On the evolution of codon volatility.

Volatility of a codon is defined as the probability that a random point mutation in the codon generates a nonsynonymous change. It has been proposed that higher-than-expected mean codon volatility of a gene indicates that positive selection for nonsynonymous changes has acted on the gene in the recent past. I show that strong frequency-dependent selection (minority advantage) in large populations can increase codon volatility slightly, whereas directional positive selection has no effect on volatility. Factors unrelated to positive selection, such as expression-related or GC-content-related codon usage bias, also affect volatility. These and other considerations suggest that codon volatility has only limited utility for detecting positive selection at the DNA sequence level.

Animals↗

A unified model of codon reassignment in alternative genetic codes.

Many modified genetic codes are found in specific genomes in which one or more codons have been reassigned to a different amino acid from that in the canonical code. We present a new framework for codon reassignment that incorporates two previously proposed mechanisms (codon disappearance and ambiguous intermediate) and introduces two further mechanisms (unassigned codon and compensatory change). Our theory is based on the observation that reassignment involves a gain and a loss. The loss could be the deletion or loss of function of a tRNA or release factor. The gain could be the gain of a new type of tRNA or the gain of function of an existing tRNA due to mutation or base modification. The four mechanisms are distinguished by whether the codon disappears from the genome during the reassignment and by the order of the gain and loss events. We present simulations of the gain-loss model showing that all four mechanisms can occur within the same framework as the parameters are varied. We investigate the way the frequencies of the mechanisms are influenced by selection strengths, the number of codons undergoing reassignment, directional mutation pressure, and selection for reduced genome size.

Anticodon↗

Recurrent KRAS codon 146 mutations in human colorectal cancer.

An activating point mutation in codon 12 of the HRAS gene was the first somatic point mutation identified in a human cancer and established the role of somatic mutations as the common driver of oncogenesis. Since then, there have been over 11,000 mutations in the three RAS (HRAS, KRAS and NRAS) genes in codons 12, 13 and 61 reported in the literature. We report here the identification of recurrent somatic missense mutations at alanine 146, a highly conserved residue in the guanine nucleotide binding domain. In two independent series of colorectal cancers from Hong Kong and the United States we detected KRAS A146 mutations in 7/126 and 2/94 cases, respectively, giving a combined frequency of 4%. We also detected KRAS A146 mutations in 2/40 (5%) colorectal cell lines, including the NCI-60 colorectal cancer line HCC2998. Codon 146 mutations thus are likely to make an equal or greater contribution to colorectal cancer than codon 61 mutations (4.2% in our combined series, 1% in the literature). Lung adenocarcinomas and large cell carcinomas did not show codon 146 mutations. We did, however, identify a KRAS A146 mutation in the ML-2 acute myeloid leukemia cell line and an NRAS A146 mutation in the NALM-6 B-cell acute lymphoblastic leukemia line, suggesting that the contribution of codon 146 mutations is not entirely restricted to colorectal cancers or to KRAS.

Adenocarcinoma↗

Synonymous codon usage analysis of the mycobacteriophage Bxz1 and its plating bacteria M. smegmatis: identification of highly and lowly expressed genes of Bxz1 and the possible function of its tRNA species.

The extent of codon usage in the protein coding genes of the mycobacteriophage, Bxz1, and its plating bacteria, M. smegmatis, were determined, and it was observed that the codons ending with either G and / or C were predominant in both the organisms. Multivariate statistical analysis showed that in both organisms, the genes were separated along the first major explanatory axis according to their expression levels and their genomic GC content at the synonymous third positions of the codons. The second major explanatory axis differentiates the genes according to their genome type. A comparison of the relative synonymous codon usage between 20 highly- and 20 lowly expressed genes from Bxz1 identified 21 codons, which are statistically over represented in the former group of genes. Further analysis found that the Bxz1- specific tRNA species could recognize 13 out of the 21 over represented synonymous codons, which incorporated 13 amino acid residues preferentially into the highly expressed proteins of Bxz1. In contrast, seven amino acid residues were preferentially incorporated into the lowly expressed proteins by 10 other tRNA species of Bxz1. This analysis predicts for the first time that the Bxz1-specific tRNA species modulates the optimal expression of its proteins during development.

Codon↗

Development and usefulness of new polymerase chain reaction-based tests for detection of different alleles at codons 136 and 171 of the ovine prion protein gene.

OBJECTIVE: To develop new and improved tests to detect alleles at codons 136 and 171 of the ovine prion protein locus and to evaluate the frequency of these alleles. ANIMALS: 159 Suffolk sheep belonging to 3 flocks. PROCEDURE: Polymerase chain reaction (PCR) analysis that contained diagnostic restriction site variation for each allele were developed for the relevant gene regions. Alleles were determined by analyzing DNA isolated from buccal swab specimens or blood samples. RESULTS: At codon 136, frequencies of the alanine and valine alleles were found to be 97 and 3%, respectively. At codon 171, frequencies of the glutamine, arginine, and histidine alleles were found to be 57, 41, and 2%, respectively. CONCLUSIONS: Little variation was detected in codon 136, whereas noteworthy variation was found in codon 171; > 40% of the alleles at this locus coded for glutamine. Because the glutamine allele at codon 171 confers susceptibility to scrapie, reduction of its frequency is of importance to management of sheep flocks. CLINICAL RELEVANCE: Genotyping of sheep, using the tests reported here, should facilitate selective breeding programs designed to decrease the risk of scrapie.

Alleles↗

Eight UCA codons differentially affect the expression of the lacZ gene in the divE42 mutant of Escherichia coli.

In the divE mutant, which has a temperature-sensitive mutation in the tRNA1(Ser) gene, the synthesis of beta-galactosidase is dramatically decreased at the non-permissive temperature. In Escherichia coli, the UCA codon is only recognized by tRNA1(Ser). Several genes containing UCA codons are normally expressed at 42 degrees C in the divE mutant. Therefore, it is unlikely that the defect is due to the general translational deficiency of the mutant tRNA1(Ser). In this study, we constructed mutant lacZ genes, in which one or several UCA codons at eight positions were replaced with other serine codons such as UCU or UCC, and we examined the expression of these mutant genes in the divE mutant. We found that a single UCA codon at position 6 or 462 was sufficient to cause the same level of reduced beta-galactosidase synthesis as that of the wild-type lacZ gene, and that the defect in beta-galactosidase synthesis was accompanied by a low level of lacZ mRNA. It was also found that introduction of an rne-1 pnp-7 double mutation restored the expression of mutant lacZ genes with only UCA codons at position 6 or 462. A polarity suppressor mutation in the rho gene had no effect on the defect in lacZ gene expression in the divE mutant. We propose a model to explain these results.

Blotting, Northern↗

[Synonymous codon usage in Pichia pastoris].

According to the synonymous codons used in 28 open reading frames from Pichia pastoris, the codon usage in this species was calculated and 19 codons have been inferred to be its optimal codons. The results show that pattern of the codon usage in P. pastoris is similar to that in S. cerevisiae and in K. lactis except for the synonymous codon of glutamic acid, which may be the special bias of P. pastoris.

Codon↗

Protein synthesis in rabbit reticulocytes. A study of Met-tRNA f Met binding factor(s) and Met-tRNA f Met binding to ribosomes and AUG codon.

The effects of additions of Mg-2+, ribosomes, and AUG codon on the Met-tRNAf Met-initiation factor-GTP complex were studied using a Millipore filtration method (J. Biol. Chem. 248, 4500 (1973)). Upon addition of increasing concentration of Mg-2+, the Met-tRNAf Met-initiation factor-GTP complex dissociates into free Met-tRNAf Met and initiation factor (GTP), with an infection around 1.5 to 2 mM Mg-2+. The Mg-2+-induced dissociation of Met-tRNAf Met-initiation factor-GTP complex was enhanced at ice bath temperature. At 37 degrees and in the presence of 1.5 to 2mM Mg-2+, the Met-tRNAf Met-initiation factor-GTP complex catalyzes the transfer of Met-tRNAf Met to ribosomes and AUG codon. Ribosome bound Met-tRNAf Met is stable to Mg-2+ and low temperature. A Millipore filtration assay for studies of (35S)Met-tRNAf Met binding to ribosomes and Aug codon has been developed. The assay procedure is carried out in three stages. In Stage I, the Met-tRNAf Met is bound to initiation factor in the presence of GTP, AUG codon (required for Stage II reaction), and 3.7 times 10-5 M aurintricarboxylic acid. The incubation is carried out at 37 degrees for 5 min. In Stage II, ribosomes and Mg-2+ (1.5 to 2mM final concentration) are added and the incubation is continued at 37 degrees for 10 min. In Stage III, more Mg-2+ is added to make the final Mg-2+ concentration of the incubation mixture 5 mM, and the reactions are further incubated at ice bath temperature for 10 min. The reactions are then terminated by addition of excess cold wash buffer and filtered through Millipore filters. Under the standard assay conditions, the radioactivity bound to Millipore filters in the absence of ribosomes and AUG codon is markedly reduced. Addition of ribosomes alone gave a significant increase in the radioactivity bound to Millipore filters. A further 2- to 3-fold stimulation of binding of (35S)Met-tRNAf Met to Millipore filters was observed when both ribosomes and AUG codon were added. The Met-tRNAf Met bound to ribosomes under the assay condition was reactive with puromycin. Upon DEAE-cellulose chromatography of a partially purified mixture of initiation factors (IF), Met-tRNAf Met binding activities separate into two forms, and are designated as IF-1A and IF-1B. These two forms can be distinguished by the stabilities of their respective Met-tRNAf Met-IF-1-GTP complexes to Mg-2+. The Met-tRNAf Met-IF-1A-GTP complex is distinctly more stable in the presence of Mg-2+ than Met-tRNAf Met-IF-1B-GTP complex. Continue.

Animals↗