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Frequency of mutations in rpoB and codons 315 and 463 of katG in rifampin- and/or isoniazid-resistant Mycobacterium tuberculosis isolates from northeast Mexico.

A total of 48 isoniazid (INH)- and rifampin (RIF)-resistant Mycobacterium tuberculosis isolates, 19 INH-resistant isolates, and 9 RIF-resistant isolates were randomly selected and tested for detecting mutations at codons 315 and 463 of katG by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP), and/or for detecting mutations at a 69-bp region of the rpoB gene by the INNO-LiPA Rif TB assay. Of the 67 INH-resistant isolates tested, 36 (53.7%) showed the mutation at codon 315 of katG; however, none of them showed the mutation at codon 463. The majority of the RIF-resistant samples analyzed (49 of 57, 86.0%) reacted positive with one of the four R-type probes. The R5-pattern (S531L mutation) was the most frequently observed (31 of 57, 54.4%), followed by R4a-pattern (H526Y mutation) 13 isolates (22.8%), R4b-pattern (H526D mutation) 4 isolates (7.0%), and R2-pattern (D516V mutation) 1 isolate (1.8%). Overall, there was agreement between the line probe kit and phenotypic RIF-susceptibility test for 56 (98.2%) of 57 RIF-resistant isolates tested. These results show that the mutation analysis at codon 315 of katG could be used as a screening assay prior to standard susceptibility testing, whereas mutations in the rpoB gene could be used successfully as genetic markers to rapidly detect RIF-resistant M. tuberculosis clinical isolates from northeast Mexico.

Antitubercular Agents↗

Sequence verification of mutant codon assignments in trpA of Escherichia coli.

Over the past 30 years, a variety of mutations have been characterized in trpA, the gene for the alpha-subunit of tryptophan synthetase in Escherichia coli. On the basis of amino acid sequence analyses, reversion studies, or suppressibility by codon-specific translational suppressors, base substitutions were deduced and codons assigned for each mutation. In the present study, three of the trpA mutants obtained over 25 years ago and a series of codon position 234 trpA mutants isolated more recently by specific selection methods have been cloned and characterized by DNA sequence analysis. Our results establish the reliability of the mutant codon assignments, confirm the validity of the selection and detection procedures used to obtain missense and nonsense mutations in trpA, and demonstrate that the trpA sequence has been stably maintained throughout 30 years of laboratory culturing and mutagenic treatments.

Amino Acid Sequence↗

Structural organization and unusual codon usage in the DNA polymerase gene from herpes simplex virus type 1.

We have analyzed the protein and nucleic acid sequences of the DNA polymerase from herpes simplex virus type 1 (HSV-1) to provide insight into the expression and possible structure of this enzyme. Extensive similarity between the amino acid sequence and that of the Epstein Barr virus DNA polymerase is reported. We describe probable structural similarities between these proteins and the use of these similarities to define structural and functional domains within the polymerase. Analysis of base composition and codon usage reveals that several genes from HSV-1, including DNA polymerase, exhibit a strong preference for guanine or cytosine at the third codon position. This preference may result from the high guanine + cytosine content of the virus and produces a highly restricted codon usage, different from that of the host cell. Consequences of the unusual codon usage for viral expression include the potential for extensive mRNA secondary structure.

Amino Acid Sequence↗

Molecular alterations involving p53 codons 167 and 183 in papillary thyroid carcinomas from chernobyl-contaminated regions of belarus.

After the Chernobyl accident in 1986, there was a significant increase in the incidence of papillary thyroid carcinoma in fallout-exposed children from Belarus. We studied the p53 gene from 24 papillary thyroid carcinoma cases presenting in 1996. All subjects lived in contaminated regions of Belarus at the time of the accident and were under age 20 when exposed to fallout. Exons 5 through 9 of p53 were amplified from genomic tumor DNA using the polymerase chain reaction (PCR). The PCR products were analyzed by direct DNA sequencing using an automated sequencer. Five cases each exhibited two molecular alterations within exon 5. Alterations were confirmed by sequencing in both directions. One alteration, involving codon 167 (CAG-->CAT) in all five cases, resulted in the substitution of HIS for GLN. The second alteration, involving codon 183 (TCA-->TGA) in all five cases, resulted in a premature termination codon. Leukocyte DNA from each of the positive cases was analyzed and found to contain only wild-type p53 sequence. These results suggest that mutations involving codons 167 and 183 in the p53 locus are important in the pathogenesis of a subset (21%) of radiation-induced papillary thyroid carcinomas from Belarus.

Adolescent↗

A computer program to display codon changes caused by mutagenesis.

A FORTRAN program for displaying the correspondence between codon changes and different possible base changes is presented. Changes of both single bases and dimers are considered. The user can specify the mutagenesis spectrum. Additionally, the user can choose whether or not to consider single or double events in a codon and whether or not to consider the possibility that the change of two bases (a dimer) can overlap a codon boundary. Furthermore, a variety of ways may be chosen to display and summarize the codon changes that can result from the specified mutagenesis. A user-supplied sequence or the genetic code table can be analyzed.

Codon↗

CodonMoE: DNA language models for codon-dependent mRNA prediction.

MOTIVATION: Genomic language models (gLMs) face a fundamental efficiency challenge: one must either maintain separate specialized models for each biological modality (DNA and RNA) or develop large multimodal architectures. Both approaches impose significant computational burdens-modality-specific models require redundant infrastructure despite inherent biological connections, while multi-modal architectures demand increased parameter counts and extensive cross-modality pretraining. RESULTS: To address this limitation, we introduce CodonMoE (Adaptive Mixture of Codon Reformative Experts), a lightweight adapter that transforms DNA language models into effective RNA analyzers without RNA-specific pretraining. Our theoretical analysis establishes CodonMoE as a universal approximator at the codon level, capable of mapping arbitrary functions from codon sequences to codon-dependent RNA properties given sufficient expert capacity. Across four RNA prediction tasks spanning stability, expression, and regulation, DNA models augmented with CodonMoE significantly outperform their unmodified counterparts, with the HyenaDNA+CodonMoE series achieving state-of-the-art results using 80% fewer parameters than specialized RNA models. By maintaining sub-quadratic complexity while achieving superior performance, our approach provides a principled path toward unifying genomic language modeling, leveraging more abundant DNA data and reducing computational overhead while preserving modality-specific performance advantages. AVAILABILITY AND IMPLEMENTATION: Source code for the method and to reproduce the results is available at https://github.com/Kingsford-Group/CodonMoE.

Codon↗

Genetic alterations in the 61st codon of the H-ras oncogene isolated from archival sections of hepatic hyperplasias, adenomas and carcinomas in control groups of B6C3F1 mouse bioassay studies conducted from 1979 to 1986.

In order to better understand the molecular events in murine hepatocarcinogenesis, the frequency and types of mutations in the murine H-ras proto-oncogene isolated from 184 independent, spontaneously occurring hepatic lesions were determined. Hepatocellular foci, hyperplasias, adenomas and carcinomas were obtained from archival samples of control male (134 samples) and female (50 samples) B6C3F1 mice used in oncogenicity studies that were conducted at Lilly Research Laboratories from 1979 to 1986. The 61st codon region of the H-ras oncogene from these sections was amplified using the polymerase chain reaction. Mutation frequencies were determined by restriction fragment length polymorphism analysis. The types of mutations were characterized by allele-specific oligonucleotide hybridization and confirmed by DNA sequencing. Forty-two per cent of the carcinomas, 44% of the adenomas, 42% of the hyperplasias and 29% of the foci contained mutations at the 61 codon. The mutation spectra for the carcinomas, adenomas and hyperplasias consisted of mostly CAA-AAA transversions, followed by CAA-CGA transitions, followed by CAA-CTA transversions. These results demonstrate that: (i) the frequency of spontaneous mutations in the H-ras 61st codon is equivalent in murine hyperplasias, adenomas and carcinomas, and (ii) sex was not a determining factor in either the mutation frequency or mutation spectrum for the spontaneous lesions. If these lesions represent successive stages in the carcinogenic process, then these results suggest that mutations in the 61st codon of H-ras are early events in spontaneous murine hepatocarcinogenesis.

Adenoma↗

H-ras 61st codon activation in archival proliferative hepatic lesions isolated from female B6C3F1 mice exposed to the leukotriene D4-antagonist, LY171883.

LY171883, a peroxisome proliferator and leukotriene D4-antagonist, induced a statistically significant increase in the number of hepatic lesions in B6C3F1 female mice in a 2 year oncogenicity study at dietary doses of 0.0225% and 0.075%. The mutation frequency and spectrum of the 61st codon of H-ras was determined for 64 independent, archived lesions from the LY171883 2 year oncogenicity study using the polymerase chain reaction (PCR), allele specific oligo hybridization (ASO) and DNA sequencing. Results showed 41 (64%) of these lesions had mutations at the 61st codon (16/21 hepatocellular carcinomas, 4/10 hepatocellular adenomas, 19/26 focal hepatocellular hyperplasias and 2/7 focal hepatocellular atypia). These mutations consisted of 18 C-A transversions, 16 A-G transitions and seven A-T transversions. Compared to the mutation frequency for spontaneously occurring archival B6C3F1 hepatic lesions (41%), the frequency of LY171883 lesions (64%) was significantly higher (P < 0.01). The frequencies of H-ras 61st codon mutations among the LY171883 lesion types (hepatocellular carcinomas 76%, hepatocellular adenomas 40%, focal hepatocellular hyperplasias 73% and hepatocellular atypia 29%) were also significantly different (P = 0.035). In contrast, spontaneous lesions showed no statistical difference in the frequencies of mutation among lesion types (P > 0.5). The mutation spectrum of the LY171883 lesions was not significantly different from the spontaneous spectra. It may be concluded that based on the similarity in mutation spectrum and the increase in mutation frequency, LY171883 may selectively promote spontaneous hepatic lesions containing H-ras 61st codon mutations. In addition, the difference in mutation frequency among lesion types does not support a linear progression of all LY171883 lesions through focal atypia, focal hepatocellular hyperplasias, hepatocellular adenomas and hepatocellular carcinomas.

Acetophenones↗

SENCAR mouse skin tumors produced by promotion alone have A to G mutations in codon 61 of the c-rasHa gene.

SENCAR mice, developed by selective breeding for high susceptibility to skin carcinogenesis by initiation with 7,12-dimethylbenz[a]anthracene and promotion with 12-O-tetradecanoylphorbol-13-acetate (TPA), form squamous papillomas in approximately 20% of animals treated repeatedly with TPA, without chemical initiation. DNA from eight skin tumors produced by a TPA-only protocol and four cell lines derived from these tumors was amplified by polymerase chain reaction and analyzed by discriminative oligonucleotide hybridization using oligomers specific for various c-rasHa gene codon 61 sequences. Five tumors and three cell lines had CAA (wild-type) to CGA mutations. In addition, one tumor had a CAA to CTA mutation, for a total of six of eight tumors having an activating mutation at this codon. Two tumors and one cell line had no codon 61 mutations detectable by this method. Since tumors derived from promotion-only protocols presumably originated from constitutively initiated cells, we examined tumor-free skins of untreated newborn and eight-month-old retired breeders and of 78-88-week-old SENCAR mice of both sexes, which were treated with TPA for 10 weeks starting at age 16-28 weeks and were untreated thereafter. Only the wild-type c-rasHa gene codon 61 sequence was seen, suggesting that the constitutively initiated cell population, if present, is below the limit of detection by this method.

9,10-Dimethyl-1,2-benzanthracene↗

Transplacental mutagenicity of cisplatin: H-ras codon 12 and 13 mutations in skin tumors of SENCAR mice.

Cisplatin is an anticancer agent sometimes used in pregnant women. It is also a potent initiator of skin tumors in mice when administered transplacentally. For characterization of the transplacental mutagenicity of cisplatin, tumors initiated in fetal skin by cisplatin or 7,12-dimethylbenz[a]anthracene (DMBA) and promoted by postnatal 12-O-tetradecanoyl-phorbol-13-acetate (TPA) were analyzed for H-ras mutations by 'cold' single-strand conformation polymorphism analysis and direct sequencing. The expected high incidence of exon II codon 61 mutations (20/20) was found in transplacental DMBA-initiated tumors, with no exon I change. By contrast, 6/10 cisplatin tumors had seven mutations in codons 12 or 13 of exon I, all at GpG dinucleotides. Four of these were unique codon 13 GGC --> GTC changes, significantly different from the DMBA group and from historical TPA-only controls. The activation of codons 12 and 13 by cisplatin is in accord with the known in vitro preference of cisplatin for GpG sites for intrastrand cross-linking adduct formation. These results provide the first evidence that cisplatin can act transplacentally to cause specific mutations in fetal skin that are not seen in skin tumors caused by treatment of adult skin with this agent. This is evidence for unique molecular fetal carcinogenic pathways and underscores concern about human fetal risk due to maternal cisplatin treatment.

9,10-Dimethyl-1,2-benzanthracene↗

Radon and lung carcinogenesis: mutability of p53 codons 249 and 250 to 238Pu alpha-particles in human bronchial epithelial cells.

Radon-222, a decay product of uranium-238 and a source of high linear energy transfer (LET) alpha-particles, has been implicated in the increased risk of lung cancer in uranium miners as well as non-miners. p53 mutation spectrum studies of radon-associated lung cancer have failed to show any specific mutational hot spot with the exception of a single study in which 31% of squamous cell and large cell lung cancers from uranium miners showed a p53 codon 249 AGGarg --> ATGmet mutation. Although the results of laboratory studies indicate that double-strand breaks and deletions are the principal genetic alterations caused by alpha-particles, uncertainty still prevails in the description of DNA damage in radon-associated human lung cancer. In the present study, we have evaluated the mutability of p53 codons 249 and 250 to alpha-particles in normal human bronchial epithelial (NHBE) cells using a highly sensitive genotypic mutation assay. Exposure of NHBE cells to a total dose of 4 Gy (equivalent to approximately 1460 working level months in uranium mining) of high LET alpha-radiation induced codon 249 AGG --> AAG transitions and codon 250 CCC --> ACC transversions with absolute mutation frequencies of 3.6 x 10(-7) and 3.8 x 10(-7) respectively. This mutation spectrum is consistent with our previous report of radon-associated human lung cancer.

Adolescent↗

The invariant uridine of stop codons contacts the conserved NIKSR loop of human eRF1 in the ribosome.

To unravel the region of human eukaryotic release factor 1 (eRF1) that is close to stop codons within the ribosome, we used mRNAs containing a single photoactivatable 4-thiouridine (s(4)U) residue in the first position of stop or control sense codons. Accurate phasing of these mRNAs onto the ribosome was achieved by the addition of tRNA(Asp). Under these conditions, eRF1 was shown to crosslink exclusively to mRNAs containing a stop or s(4)UGG codon. A procedure that yielded (32)P-labeled eRF1 deprived of the mRNA chain was developed; analysis of the labeled peptides generated after specific cleavage of both wild-type and mutant eRF1s maps the crosslink in the tripeptide KSR (positions 63-65 of human eRF1) and points to K63 located in the conserved NIKS loop as the main crosslinking site. These data directly show the interaction of the N-terminal (N) domain of eRF1 with stop codons within the 40S ribosomal subunit and provide strong support for the positioning of the eRF1 middle (M) domain on the 60S subunit. Thus, the N and M domains mimic the tRNA anticodon and acceptor arms, respectively.

Amino Acid Sequence↗

In vivo evidence for the prokaryotic model of extended codon-anticodon interaction in translation initiation.

Initiation codon context is an important determinant of translation initiation rates in both prokaryotes and eukaryotes. Such sequences include the Shine- Dalgarno ribosome-binding site, as well as other motifs surrounding the initiation codon. One proposed interaction is between the base immediately preceding the initiation codon (-1 position) and the nucleotide 3' to the tRNAf(Met) anticodon, at position 37. Adenine is conserved at position 37, and a uridine at -1 has been shown in vitro to favor initiation. We have tested this model in vivo, by manipulating the chloroplast of the green alga Chlamydomonas reinhardtii, where the translational machinery is prokaryotic in nature. We show that translational defects imparted by mutations at the petA -1 position can be suppressed by compensatory mutations at position 37 of an ectopically expressed tRNA(fMet). The mutant tRNAs are fully aminoacylated and do not interfere with the translation of other proteins. Although this extended base pairing is not an absolute requirement for initiation, it may convey added specificity to transcripts carrying non-standard initiation codons, and/or preserve translational fidelity under certain stress conditions.

Algal Proteins↗

The problem of counting sites in the estimation of the synonymous and nonsynonymous substitution rates: implications for the correlation between the synonymous substitution rate and codon usage bias.

Most methods for estimating the rate of synonymous and nonsynonymous substitution per site define a site as a mutational opportunity: the proportion of sites that are synonymous is equal to the proportion of mutations that would be synonymous under the model of evolution being considered. Here we demonstrate that this definition of a site can give misleading results and that a physical definition of site should be used in some circumstances. We illustrate our point by reexamining the relationship between codon usage bias and the synonymous substitution rate. It has recently been shown that the rate of synonymous substitution, calculated using the Goldman-Yang method, which encapsulates the mutational-opportunity definition of a site at a high level of sophistication, is either positively correlated or uncorrelated to synonymous codon bias in Drosophila. Using other methods, which account for synonymous codon bias but define a site physically, we show that there is a negative correlation between the synonymous substitution rate and codon bias and that the lack of a negative correlation using the Goldman-Yang method is due to the way in which the number of synonymous sites is counted. We also show that there is a positive correlation between the synonymous substitution rate and third position GC content in mammals, but that the relationship is considerably weaker than that obtained using the Goldman-Yang method. We argue that the Goldman-Yang method is misleading in this context and conclude that methods that rely on a mutational-opportunity definition of a site should be used with caution.

Animals↗

Familial adenomatous polyposis: desmoid tumours and lack of ophthalmic lesions (CHRPE) associated with APC mutations beyond codon 1444.

An earlier study has shown that FAP patients with mutations in codons 136-302 of the APC gene do not develop congenital hypertrophy of the retinal pigment epithelium (CHRPE), whereas those with mutations in codons 463-1387 regularly do. Here we present data on 36 patients from 20 families with mutations in codons 1445-1578. These patients lack CHRPE. Furthermore, with the exception of three prepubertal children all patients with mutations in codons 1445-1578 developed desmoid tumours. This relationship between certain extracolonic manifestations and site of the APC mutation points to a specific role of the APC protein in different tissues.

Adenomatous Polyposis Coli↗

Concurrent mutations of K-ras oncogene at codons 12 and 22 in colon cancer.

K-ras mutation is the most common oncogenic alteration in various human cancers including colorectal carcinomas. Point mutations have the potential to activate the K-ras gene if they occur in the critical coding sequences. Almost all of these mutations have been localized in codons 12, 13 and 61. We report a case of colon cancer presenting point mutations at both codons 12 and 22 of the K-ras gene. PCR-SSCP and subsequent sequencing revealed that GGT (glycine, wild-type) to AGT (serine) substitution at codon 12 and CAG (glutamine, wild-type) to CGG (arginine) substitution at codon 22 occurred in the same allele.

Base Sequence↗

Accounting for background nucleotide composition when measuring codon usage bias: brilliant idea, difficult in practice.

The effective number of codons used in a gene is a commonly used measure of codon usage. It varies between 20 and 61 (standard genetic code) and indicates to which degree the entire genetic code is used. It is a drawback of this method that it does not take background composition into account. This led Novembre to introduce a variant called Nc' (Novembre JA. 2002. Accounting for background nucleotide composition when measuring codon usage bias. Mol Biol Evol 19:1390-4). In this letter, its properties are under the loupe, with special emphasis on phenomena relating to codon homozygosity. A theoretical misunderstanding regarding this estimator is explained in detail, notably Nc varies between 0 and 61 instead of 20 and 61 (with the standard genetic code). Practical examples from the genome of Pseudomonas aeruginosa are given which demonstrate that the problem is not just theoretical.

Base Composition↗

Maximum likelihood estimation of ancestral codon usage bias parameters in Drosophila.

We present a likelihood method for estimating codon usage bias parameters along the lineages of a phylogeny. The method is an extension of the classical codon-based models used for estimating dN/dS ratios along the lineages of a phylogeny. However, we add one extra parameter for each lineage: the selection coefficient for optimal codon usage (S), allowing joint maximum likelihood estimation of S and the dN/dS ratio. We apply the method to previously published data from Drosophila melanogaster, Drosophila simulans, and Drosophila yakuba and show, in accordance with previous results, that the D. melanogaster lineage has experienced a reduction in the selection for optimal codon usage. However, the D. melanogaster lineage has also experienced a change in the biological mutation rates relative to D. simulans, in particular, a relative reduction in the mutation rate from A to G and an increase in the mutation rate from C to T. However, neither a reduction in the strength of selection nor a change in the mutational pattern can alone explain all of the data observed in the D. melanogaster lineage. For example, we also confirm previous results showing that the Notch locus has experienced positive selection for previously classified unpreferred mutations.

Animals↗