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Ethanol Adaptation Strategies in Salmonella enterica Serovar Enteritidis Revealed by Global Proteomic and Mutagenic Analyses. Appl Environ Microbiol 2019; 85:AEM.01107-19. [PMID: 31375481 DOI: 10.1128/aem.01107-19] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 07/21/2019] [Indexed: 01/07/2023] Open
Abstract
Salmonella enterica subsp. enterica serovar Enteritidis is able to adapt to sublethal concentrations of ethanol, which subsequently induce tolerance of this pathogen to normally lethal ethanol challenges. This work aims to elucidate the underlying ethanol adaptation mechanisms of S Enteritidis by proteomic and mutagenic analyses. The global proteomic response of S Enteritidis to ethanol adaptation (5% ethanol for 1 h) was determined by isobaric tags for relative and absolute quantification (iTRAQ), and it was found that a total of 138 proteins were differentially expressed in ethanol-adapted cells compared to nonadapted cells. A total of 56 upregulated proteins were principally associated with purine metabolism and as transporters for glycine betaine, phosphate, d-alanine, thiamine, and heme, whereas 82 downregulated proteins were mainly involved in enterobactin biosynthesis and uptake, the ribosome, flagellar assembly, and virulence. Moreover, mutagenic analysis further revealed the functions of two highly upregulated proteins belonging to purine metabolism (HiuH, 5-hydroxyisourate hydrolase) and glycine betaine transport (ProX, glycine betaine-binding periplasmic protein) pathways. Deletion of either hiuH or proX resulted in the development of a stronger ethanol tolerance response, suggesting negative regulatory roles in ethanol adaptation. Collectively, this work suggests that S Enteritidis employs multiple strategies to coordinate ethanol adaptation.IMPORTANCE Stress adaptation in foodborne pathogens has been recognized as a food safety concern since it may compromise currently employed microbial intervention strategies. While adaptation to sublethal levels of ethanol is able to induce ethanol tolerance in foodborne pathogens, the molecular mechanism underlying this phenomenon is poorly characterized. Hence, global proteomic analysis and mutagenic analysis were conducted in the current work to understand the strategies employed by Salmonella enterica subsp. enterica serovar Enteritidis to respond to ethanol adaptation. It was revealed that coordinated regulation of multiple pathways involving metabolism, ABC transporters, regulators, enterobactin biosynthesis and uptake, the ribosome, flagellar assembly, and virulence was responsible for the development of ethanol adaptation response in this pathogen. Such knowledge will undoubtedly contribute to the development and implementation of more-effective food safety interventions.
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Abstract
The classical experiments of Luria and Delbrück showed convincingly that mutations exist before selection and do not contribute to the creation of mutations when selection is lethal. In contrast, when nonlethal selections are used,measuring mutation rates and separating the effects of mutation and selection are difficult and require methods to fully exclude growth after selection has been applied. Although many claims of stress-induced mutagenesis have been made, it is difficult to exclude the influence of growth under nonlethal selection conditions in accounting for the observed increases in mutant frequency. Instead, for many of the studied experimental systems the increase in mutant frequency can be explainedbetter by the ability of selection to detect small differences in growth rate caused by common small effect mutations. A verycommon mutant class,found in response to many different types of selective regimensin which increased gene dosage can resolve the problem, is gene amplification. In the well-studiedlac system of Cairns and Foster, the apparent increase in Lac+revertants can be explained by high-level amplification of the lac operon and the increased probability for a reversion mutation to occur in any one of the amplified copies. The associated increase in general mutation rate observed in revertant cells in that system is an artifact caused by the coincidental co-amplification of the nearby dinB gene (encoding the error-prone DNA polymerase IV) on the particular plasmid used for these experiments. Apart from the lac system, similar gene amplification processes have been described for adaptation to toxic drugs, growth in host cells, and various nutrient limitations.
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Genome-scale co-expression network comparison across Escherichia coli and Salmonella enterica serovar Typhimurium reveals significant conservation at the regulon level of local regulators despite their dissimilar lifestyles. PLoS One 2014; 9:e102871. [PMID: 25101984 PMCID: PMC4125155 DOI: 10.1371/journal.pone.0102871] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2013] [Accepted: 06/24/2014] [Indexed: 01/01/2023] Open
Abstract
Availability of genome-wide gene expression datasets provides the opportunity to study gene expression across different organisms under a plethora of experimental conditions. In our previous work, we developed an algorithm called COMODO (COnserved MODules across Organisms) that identifies conserved expression modules between two species. In the present study, we expanded COMODO to detect the co-expression conservation across three organisms by adapting the statistics behind it. We applied COMODO to study expression conservation/divergence between Escherichia coli, Salmonella enterica, and Bacillus subtilis. We observed that some parts of the regulatory interaction networks were conserved between E. coli and S. enterica especially in the regulon of local regulators. However, such conservation was not observed between the regulatory interaction networks of B. subtilis and the two other species. We found co-expression conservation on a number of genes involved in quorum sensing, but almost no conservation for genes involved in pathogenicity across E. coli and S. enterica which could partially explain their different lifestyles. We concluded that despite their different lifestyles, no significant rewiring have occurred at the level of local regulons involved for instance, and notable conservation can be detected in signaling pathways and stress sensing in the phylogenetically close species S. enterica and E. coli. Moreover, conservation of local regulons seems to depend on the evolutionary time of divergence across species disappearing at larger distances as shown by the comparison with B. subtilis. Global regulons follow a different trend and show major rewiring even at the limited evolutionary distance that separates E. coli and S. enterica.
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Pathways of genetic adaptation: multistep origin of mutants under selection without induced mutagenesis in Salmonella enterica. Genetics 2012; 192:987-99. [PMID: 22887815 PMCID: PMC3522171 DOI: 10.1534/genetics.112.142158] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
In several bacterial systems, mutant cell populations plated on growth-restricting medium give rise to revertant colonies that accumulate over several days. One model suggests that nongrowing parent cells mutagenize their own genome and thereby create beneficial mutations (stress-induced mutagenesis). By this model, the first-order induction of new mutations in a nongrowing parent cell population leads to the delayed accumulation of visible colonies. In an alternative model (selection only), selective conditions allow preexisting small-effect mutants to initiate clones that grow and give rise to faster-growing mutants. By the selection-only model, the delay in appearance of revertant colonies reflects (1) the time required for initial clones to reach a size sufficient to allow the second mutation plus (2) the time required for growth of the improved subclone. We previously characterized a system in which revertant colonies accumulate slowly and contain cells with two mutations, one formed before plating and one after. This left open the question of whether mutation rates increase under selection. Here we measure the unselected formation rate and the growth contribution of each mutant type. When these parameters are used in a graphic model of revertant colony development, they demonstrate that no increase in mutation rate is required to explain the number and delayed appearance of two of the revertant types.
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Abstract
Populations adapt physiologically using regulatory mechanisms and genetically by means of mutations that improve growth. During growth under selection, genetic adaptation can be rapid. In several genetic systems, the speed of adaptation has been attributed to cellular mechanisms that increase mutation rates in response to growth limitation. An alternative possibility is that growth limitation serves only as a selective agent but acts on small-effect mutations that are common under all growth conditions. The genetic systems that initially suggested stress-induced mutagenesis have been analyzed without regard for multistep adaptation and some include features that make such analysis difficult. To test the selection-only model, a simpler system is examined, whose behavior was originally attributed to stress-induced mutagenesis (Yang et al. 2001, 2006). A population with a silent chromosomal lac operon gives rise to Lac+ revertant colonies that accumulate over 6 days under selection. Each colony contains a mixture of singly and doubly mutant cells. Evidence is provided that the colonies are initiated by pre-existing single mutants with a weak Lac+ phenotype. Under selection, these cells initiate slow-growing clones, in which a second mutation arises and improves growth of the resulting double mutant. The system shows no evidence of general mutagenesis during selection. Selection alone may explain rapid adaptation in this and other systems that give the appearance of mutagenesis.
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Moyano AJ, Smania AM. Simple sequence repeats and mucoid conversion: biased mucA mutagenesis in mismatch repair-deficient Pseudomonas aeruginosa. PLoS One 2009; 4:e8203. [PMID: 19997602 PMCID: PMC2781719 DOI: 10.1371/journal.pone.0008203] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2009] [Accepted: 11/09/2009] [Indexed: 11/19/2022] Open
Abstract
In Pseudomonas aeruginosa, conversion to the mucoid phenotype marks the onset of an irreversible state of the infection in Cystic Fibrosis (CF) patients. The main pathway for mucoid conversion is mutagenesis of the mucA gene, frequently due to −1 bp deletions in a simple sequence repeat (SSR) of 5 Gs (G5-SSR426). We have recently observed that this mucA mutation is particularly accentuated in Mismatch Repair System (MRS)-deficient cells grown in vitro. Interestingly, previous reports have shown a high prevalence of hypermutable MRS-deficient strains occurring naturally in CF chronic lung infections. Here, we used mucA as a forward mutation model to systematically evaluate the role of G5-SSR426 in conversion to mucoidy in a MRS-deficient background, with this being the first analysis combining SSR-dependent localized hypermutability and the acquisition of a particular virulence/persistence trait in P. aeruginosa. In this study, mucA alleles were engineered with different contents of G:C SSRs, and tested for their effect on the mucoid conversion frequency and mucA mutational spectra in a mutS-deficient strain of P. aeruginosa. Importantly, deletion of G5-SSR426 severely reduced the emergence frequency of mucoid variants, with no preferential site of mutagenesis within mucA. Moreover, although mutagenesis in mucA was not totally removed, this was no longer the main pathway for mucoid conversion, suggesting that G5-SSR426 biased mutations towards mucA. Mutagenesis in mucA was restored by the addition of a new SSR (C6-SSR431), and even synergistically increased when G5-SSR426 and C6-SSR431 were present simultaneously, with the mucA mutations being restricted to −1 bp deletions within any of both G:C SSRs. These results confirm a critical role for G5-SSR426 enhancing the mutagenic process of mucA in MRS-deficient cells, and shed light on another mechanism, the SSR- localized hypermutability, contributing to mucoid conversion in P. aeruginosa.
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Affiliation(s)
- Alejandro J. Moyano
- Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC), CONICET, Departamento de Química Biológica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Andrea M. Smania
- Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC), CONICET, Departamento de Química Biológica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Córdoba, Argentina
- * E-mail:
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Tsai YK, Chen HW, Lo TC, Lin TH. Specific point mutations in Lactobacillus casei ATCC 27139 cause a phenotype switch from Lac- to Lac+. MICROBIOLOGY-SGM 2009; 155:751-760. [PMID: 19246746 DOI: 10.1099/mic.0.021907-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Lactose metabolism is a changeable phenotype in strains of Lactobacillus casei. In this study, we found that L. casei ATCC 27139 was unable to utilize lactose. However, when exposed to lactose as the sole carbon source, spontaneous Lac(+) clones could be obtained. A gene cluster (lacTEGF-galKETRM) involved in the metabolism of lactose and galactose in L. casei ATCC 27139 (Lac(-)) and its Lac(+) revertant (designated strain R1) was sequenced and characterized. We found that only one nucleotide, located in the lacTEGF promoter (lacTp), of the two lac-gal gene clusters was different. The protein sequence identity between the lac-gal gene cluster and those reported previously for some L. casei (Lac(+)) strains was high; namely, 96-100 % identity was found and no premature stop codon was identified. A single point mutation located within the lacTp promoter region was also detected for each of the 41 other independently isolated Lac(+) revertants of L. casei ATCC 27139. The revertants could be divided into six classes based on the positions of the point mutations detected. Primer extension experiments conducted on transcription from lacTp revealed that the lacTp promoter of these six classes of Lac(+) revertants was functional, while that of L. casei ATCC 27139 was not. Northern blotting experiments further confirmed that the lacTEGF operon of strain R1 was induced by lactose but suppressed by glucose, whereas no blotting signal was ever detected for L. casei ATCC 27139. These results suggest that a single point mutation in the lacTp promoter was able to restore the transcription of a fully functional lacTEGF operon and cause a phenotype switch from Lac(-) to Lac(+) for L. casei ATCC 27139.
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Affiliation(s)
- Yu-Kuo Tsai
- Prof. Thy-Hou Lin laboratory, Institute of Molecular Medicine and Department of Life Science, National Tsing Hua University, 101, Section 2, Kuang Fu Road, Hsinchu 30013, Taiwan, ROC
| | - Hung-Wen Chen
- Prof. Thy-Hou Lin laboratory, Institute of Molecular Medicine and Department of Life Science, National Tsing Hua University, 101, Section 2, Kuang Fu Road, Hsinchu 30013, Taiwan, ROC
| | - Ta-Chun Lo
- Prof. Thy-Hou Lin laboratory, Institute of Molecular Medicine and Department of Life Science, National Tsing Hua University, 101, Section 2, Kuang Fu Road, Hsinchu 30013, Taiwan, ROC
| | - Thy-Hou Lin
- Prof. Thy-Hou Lin laboratory, Institute of Molecular Medicine and Department of Life Science, National Tsing Hua University, 101, Section 2, Kuang Fu Road, Hsinchu 30013, Taiwan, ROC
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Downing T, Lynn DJ, Connell S, Lloyd AT, Bhuiyan AKFH, Silva P, Naqvi AN, Sanfo R, Sow RS, Podisi B, O’Farrelly C, Hanotte O, Bradley DG. Contrasting evolution of diversity at two disease-associated chicken genes. Immunogenetics 2009; 61:303-14. [DOI: 10.1007/s00251-009-0359-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2008] [Accepted: 01/30/2009] [Indexed: 11/28/2022]
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Hou ZC, Xu GY, Su Z, Yang N. Purifying selection and positive selection on the myxovirus resistance gene in mammals and chickens. Gene 2007; 396:188-95. [PMID: 17467195 DOI: 10.1016/j.gene.2007.03.017] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2006] [Revised: 03/27/2007] [Accepted: 03/27/2007] [Indexed: 01/18/2023]
Abstract
The myxovirus resistance gene (Mx) expresses antiviral activity in many species, e.g. mouse, human and chicken. It is not clear if the antiviral activity of Mx has evolved in these species to inhibit a set of species-specific pathogens, nor what factors drive Mx evolution in different animal lineages. Therefore, it is important to determine the evolutionary pattern of Mx and positively selected sites which affect the antiviral activity of the Mx gene in mammals and birds. We used sequence comparisons among species to detect positively selected sites by conducting phylogenetic analysis. The two-ratio model was significantly better than the one-ratio model in four species (mouse, rat, chicken and duck, p<0.05). Although selection pressure varied among different lineages, Mx had strong purifying selection in mammals and positive selection in chicken and duck lineages. Relative rate test revealed that Mx evolved faster in chickens than in ducks (Tajima's relative rate test, chi(2)=7.17, p<0.01). In the further analysis using a branch-site model A test, 8 sites were positively selected in the chicken lineage while no positive selection signals were observed for any site in the other lineages. The branch-site model A test had a omega value of 4.374 for the chicken lineage (2Deltal=14.20, d.f.=1, p<0.001). Comparisons of all currently available Mx mRNA sequences showed that these predicted positively selected sites had been fixed in the chicken lineage, suggesting that the chicken Mx gene evolved within the species to resist newly challenging environments. There is an increased selection constraint leading to mammals, while positive selection has acted on the chicken Mx.
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Affiliation(s)
- Zhuo-Cheng Hou
- Department of Animal Genetics and Breeding, College of Animal Science and Technology and State Key Laboratory of Agrobiotechology, China Agricultural University, Beijing 100094, China
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Roth JR, Kugelberg E, Reams AB, Kofoid E, Andersson DI. Origin of mutations under selection: the adaptive mutation controversy. Annu Rev Microbiol 2006; 60:477-501. [PMID: 16761951 DOI: 10.1146/annurev.micro.60.080805.142045] [Citation(s) in RCA: 119] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Growth under selection causes new genotypes to predominate in a population. It is difficult to determine whether selection stimulates formation of new mutations or merely allows faster growth of mutants that arise independent of selection. In the practice of microbial genetics, selection is used to detect and enumerate pre-existing mutants; stringent conditions prevent growth of the parent and allow only the pre-existing mutants to grow. Used in this way, selection detects rare mutations that cause large, easily observable phenotypic changes. In natural populations, selection is imposed on growing cells and can detect the more common mutations that cause small growth improvements. As slightly improved clones expand, they can acquire additional mutational improvements. Selected sequential clonal expansions have huge power to produce new genotypes and have been suggested to underlie tumor progression. We suggest that the adaptive mutation controversy has persisted because the distinction between these two uses of selection has not been appreciated.
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Affiliation(s)
- John R Roth
- Microbiology Section, Division of Biological Sciences, University of California, Davis, California 95616, USA.
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Yang Z, Lu Z, Wang A. Adaptive mutations in Salmonella typhimurium phenotypic of purR super-repression. Mutat Res 2006; 595:107-16. [PMID: 16414087 DOI: 10.1016/j.mrfmmm.2005.10.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2005] [Revised: 10/15/2005] [Accepted: 10/28/2005] [Indexed: 11/29/2022]
Abstract
Under non-lethal selective conditions, a non-dividing or very slowly dividing microbial population gives rise to mutations that relieve selective pressures. This process is described as adaptive mutation. Salmonella typhimurium strain 5-28 has been used as a system for studying adaptive mutations in the chromosomal regulatory gene purR and its target, the purD operator. When this strain is plated on a minimal lactose medium, no apparent growth of parent lawn is observed, yet the revertant colonies accumulate over a period of time. Analysis of the purR mutational spectra showed that the frequencies of transitions and transversions were not significantly different among the growth-dependent and adaptive mutations. But the frequencies for five kinds of -1 frameshifts were significantly different between the growth-dependent and adaptive types. Among the growth-dependent mutations, most one-base deletions occurred in non-iterated bases and were distributed randomly. Among adaptive mutations, the frequency of one-base deletions in small mononucleotide repeats was higher and mutations were concentrated at three hotspots. One-base deletion in small mononucleotide repeats are generally believed to result from DNA polymerase slippage errors, which are not corrected by DNA repair machinery. We further investigated the role of DNA repair on adaptive mutation. Our results showed that the mismatch repair (MMR) might function less efficiently during adaptive mutation. However, DNA oxidative damage repair seemed no less effective in correcting errors under selective pressures than during non-selective growth.
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Affiliation(s)
- Zhiwei Yang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100080, PR China
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Abstract
During the past 14 years or so a large body of new evidence that supposedly supports the directed mutation hypothesis has accumulated. Interpretation of some of the evidence depends on mathematical reasoning, which can be subtler than it appears at first sight. This article attempts to clarify some of the mathematical issues arising from the directed mutation controversy, thereby offering alternative interpretations of some of the evidence.
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Affiliation(s)
- Qi Zheng
- Department of Statistics, Texas A&M University, College Station, Texas 77843, USA.
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