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Silva WM, Sousa CS, Oliveira LC, Soares SC, Souza GF, Tavares GC, Resende CP, Folador EL, Pereira FL, Figueiredo H, Azevedo V. Comparative proteomic analysis of four biotechnological strains Lactococcus lactis through label-free quantitative proteomics. Microb Biotechnol 2019; 12:265-274. [PMID: 30341804 PMCID: PMC6389847 DOI: 10.1111/1751-7915.13305] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 06/25/2018] [Accepted: 07/21/2018] [Indexed: 12/12/2022] Open
Abstract
Lactococcus lactis is a bacteria with high biotechnological potential, where is frequently used in the amino acid production and production of fermented dairy products, as well as drug delivery systems and mucosal vaccine vector. The knowledge of a functional core proteome is important extremely for both fundamental understanding of cell functions and for synthetic biology applications. In this study, we characterized the L. lacits proteome from proteomic analysis of four biotechnological strains L. lactis: L. lactis subsp. lactis NCDO2118, L. lactis subsp. lactis IL1403, L. lactis subsp. cremoris NZ9000 and L. lactis subsp. cremoris MG1363. Our label-free quantitative proteomic analysis of the whole bacterial lysates from each strains resulted in the characterization of the L. lactis core proteome that was composed by 586 proteins, which might contribute to resistance of this bacterium to different stress conditions as well as involved in the probiotic characteristic of L. lactis. Kegg enrichment analysis shows that ribosome, metabolic pathways, pyruvate metabolism and microbial metabolism in diverse environments were the most enriched. According to our quantitative proteomic analysis, proteins related to translation process were the more abundant in the core proteome, which represent an important step in the synthetic biology. In addition, we identified a subset of conserved proteins that are exclusive of the L. lactis subsp. cremoris or L. lactis subsp. lactis, which some are related to metabolic pathway exclusive. Regarding specific proteome of NCDO2118, we detected 'strain-specific proteins'. Finally, proteogenomics analysis allows the identification of proteins, which were not previously annotated in IL1403 and MG1363. The results obtained in this study allowed to increase our knowledge about the biology of L. lactis, which contributes to the implementation of strategies that make it possible to increase the biotechnological potential of this bacterium.
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Affiliation(s)
- Wanderson M. Silva
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Cassiana S. Sousa
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Leticia C. Oliveira
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
- Departamento de Microbiologia, Imunologia e ParasitologiaInstituto de Ciências Naturais e BiológicasUniversidade Federal do Triangulo MineiroUberabaMinas GeraisBrasil
| | - Siomar C. Soares
- Departamento de Microbiologia, Imunologia e ParasitologiaInstituto de Ciências Naturais e BiológicasUniversidade Federal do Triangulo MineiroUberabaMinas GeraisBrasil
| | - Gustavo F.M.H. Souza
- MS Applications LaboratoryWaters CorporationWaters Technologies BrazilAlphavilleSão PauloBrasil
| | - Guilherme C. Tavares
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Cristiana P. Resende
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Edson L. Folador
- Centro de BiotecnologiaUniversidade Federal da ParaíbaJoão PessoaParaíbaBrasil
| | - Felipe L. Pereira
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Henrique Figueiredo
- AQUACENEscola de VeterináriaUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
| | - Vasco Azevedo
- Departamento de Biologia GeralInstituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteMinas GeraisBrasil
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Wagner A. Mutational robustness accelerates the origin of novel RNA phenotypes through phenotypic plasticity. Biophys J 2014; 106:955-65. [PMID: 24559998 DOI: 10.1016/j.bpj.2014.01.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2013] [Revised: 12/04/2013] [Accepted: 01/02/2014] [Indexed: 12/29/2022] Open
Abstract
Novel phenotypes can originate either through mutations in existing genotypes or through phenotypic plasticity, the ability of one genotype to form multiple phenotypes. From molecules to organisms, plasticity is a ubiquitous feature of life, and a potential source of exaptations, adaptive traits that originated for nonadaptive reasons. Another ubiquitous feature is robustness to mutations, although it is unknown whether such robustness helps or hinders the origin of new phenotypes through plasticity. RNA is ideal to address this question, because it shows extensive plasticity in its secondary structure phenotypes, a consequence of their continual folding and unfolding, and these phenotypes have important biological functions. Moreover, RNA is to some extent robust to mutations. This robustness structures RNA genotype space into myriad connected networks of genotypes with the same phenotype, and it influences the dynamics of evolving populations on a genotype network. In this study I show that both effects help accelerate the exploration of novel phenotypes through plasticity. My observations are based on many RNA molecules sampled at random from RNA sequence space, and on 30 biological RNA molecules. They are thus not only a generic feature of RNA sequence space but are relevant for the molecular evolution of biological RNA.
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Affiliation(s)
- Andreas Wagner
- Institute of Evolutionary Biology and Environmental Sciences, University of Zurich, CH-8057 Zurich, Switzerland; The Swiss Institute of Bioinformatics, Bioinformatics, Quartier Sorge, Batiment Genopode, 1015 Lausanne, Switzerland; The Santa Fe Institute, Santa Fe, NM.
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Picard F, Milhem H, Loubière P, Laurent B, Cocaign-Bousquet M, Girbal L. Bacterial translational regulations: high diversity between all mRNAs and major role in gene expression. BMC Genomics 2012; 13:528. [PMID: 23036066 PMCID: PMC3543184 DOI: 10.1186/1471-2164-13-528] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Accepted: 09/25/2012] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND In bacteria, the weak correlations at the genome scale between mRNA and protein levels suggest that not all mRNAs are translated with the same efficiency. To experimentally explore mRNA translational level regulation at the systemic level, the detailed translational status (translatome) of all mRNAs was measured in the model bacterium Lactococcus lactis in exponential phase growth. RESULTS Results demonstrated that only part of the entire population of each mRNA species was engaged in translation. For transcripts involved in translation, the polysome size reached a maximum of 18 ribosomes. The fraction of mRNA engaged in translation (ribosome occupancy) and ribosome density were not constant for all genes. This high degree of variability was analyzed by bioinformatics and statistical modeling in order to identify general rules of translational regulation. For most of the genes, the ribosome density was lower than the maximum value revealing major control of translation by initiation. Gene function was a major translational regulatory determinant. Both ribosome occupancy and ribosome density were particularly high for transcriptional regulators, demonstrating the positive role of translational regulation in the coordination of transcriptional networks. mRNA stability was a negative regulatory factor of ribosome occupancy and ribosome density, suggesting antagonistic regulation of translation and mRNA stability. Furthermore, ribosome occupancy was identified as a key component of intracellular protein levels underlining the importance of translational regulation. CONCLUSIONS We have determined, for the first time in a bacterium, the detailed translational status for all mRNAs present in the cell. We have demonstrated experimentally the high diversity of translational states allowing individual gene differentiation and the importance of translation-level regulation in the complex process linking gene expression to protein synthesis.
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Affiliation(s)
- Flora Picard
- Université de Toulouse; INSA, UPS, INP; LISBP, 135 Avenue de Rangueil, Toulouse, F-31077, France
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Mathiesen G, Huehne K, Kroeckel L, Axelsson L, Eijsink VGH. Characterization of a new bacteriocin operon in sakacin P-producing Lactobacillus sakei, showing strong translational coupling between the bacteriocin and immunity genes. Appl Environ Microbiol 2005; 71:3565-74. [PMID: 16000763 PMCID: PMC1169027 DOI: 10.1128/aem.71.7.3565-3574.2005] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2004] [Accepted: 01/17/2005] [Indexed: 01/14/2023] Open
Abstract
Previous studies of genes involved in the production of sakacin P by Lactobacillus sakei Lb674 revealed the presence of an inducible promoter downstream of the known spp gene clusters. We show here that this promoter drives the expression of an operon consisting of a bacteriocin gene (sppQ), a cognate immunity gene (spiQ), another gene with an unknown function (orf4), and a pseudoimmunity gene containing a frameshift mutation (orf5). The leader peptide of the new one-peptide bacteriocin sakacin Q contains consensus elements that are typical for so-called "double-glycine" leader peptides. The mature bacteriocin shows weak similarity to the BrcA peptide of the two-peptide bacteriocin brochocin C. Sakacin Q has an antimicrobial spectrum that differs from that of sakacin P, thus expanding the antimicrobial properties of the producer strain. The genes encoding sakacin Q and its cognate immunity protein showed strong translational coupling, which was investigated in detail by analyzing the properties of a series of beta-glucuronidase fusions. Our results provide experimental evidence that production of the bacteriocin and production of the cognate immunity protein are tightly coregulated at the translational level.
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Affiliation(s)
- Geir Mathiesen
- Norwegian University of Life Sciences, Department of Chemistry, Biotechnology and Food Science, Chr. M. Falsensvei 1, P.O. Box 5003, N-1432 As, Norway
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Goupil-Feuillerat N, Corthier G, Godon JJ, Ehrlich SD, Renault P. Transcriptional and translational regulation of alpha-acetolactate decarboxylase of Lactococcus lactis subsp. lactis. J Bacteriol 2000; 182:5399-408. [PMID: 10986242 PMCID: PMC110982 DOI: 10.1128/jb.182.19.5399-5408.2000] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The alpha-acetolactate decarboxylase (ALDC) gene, aldB, is the penultimate gene of the leu-ilv-ald operon, which encodes the three branched-chain amino acid (BCAA) biosynthesis genes in Lactococcus lactis. Its product plays a dual role in the cell: (i) it catalyzes the second step of the acetoin pathway, and (ii) it controls the pool of alpha-acetolactate during leucine and valine synthesis. It can be transcribed from the two promoters present upstream of the leu and ilv genes (P1 and P2) or independently under the control of its own promoter (P3). In this paper we show that the production of ALDC is limited by two mechanisms. First, the strength of P3 decreases greatly during starvation for BCAAs and under other conditions that generally provoke the stringent response. Second, although aldB is actively transcribed from P1 and P2 during BCAA starvation, ALDC is not significantly produced from these transcripts. The aldB ribosome binding site (RBS) appears to be entrapped in a stem-loop, which is itself part of a more complex RNA folding structure. The function of the structure was studied by mutagenesis, using translational fusions with luciferase genes to assess its activity. The presence of the single stem-loop entrapping the aldB RBS was responsible for a 100-fold decrease in the level of aldB translation. The presence of a supplementary secondary structure upstream of the stem-loop led to an additional fivefold decrease of aldB translation. Finally, the translation of the ilvA gene terminating in the latter structure decreased the level of translation of aldB fivefold more, leading to the complete extinction of the reporter gene activity. Since three leucines and one valine are present among the last six amino acids of the ilvA product, we propose that pausing of the ribosomes during translation could modulate the folding of the messenger, as a function of BCAA availability. The purpose of the structure-dependent regulation could be to ensure the minimal production of ALDC required for the control of the acetolactate pool during BCAA synthesis but to avoid its overproduction, which would dissipate acetolactate. Large amounts of ALDC, necessary for operation of the acetoin pathway, could be produced under favorable conditions from the P3 transcripts, which do not contain the secondary structures.
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Affiliation(s)
- N Goupil-Feuillerat
- Unité de Génétique Microbienne, Institut National de la Recherche Agronomique, 78352 Jouy en Josas Cedex, France
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Franke CM, Leenhouts KJ, Haandrikman AJ, Kok J, Venema G, Venema K. Topology of LcnD, a protein implicated in the transport of bacteriocins from Lactococcus lactis. J Bacteriol 1996; 178:1766-9. [PMID: 8626308 PMCID: PMC177865 DOI: 10.1128/jb.178.6.1766-1769.1996] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Four in-frame translational fusions to both the reporter proteins beta-galactosidase and alkaline phosphatase support a topological model of LcnD, a protein implicated in the transport of several bacteriocins from Lactococcus lactis, in which the N-terminal part is located intracellularly and one transmembrane helix spans the cytoplasmic membrane.
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Affiliation(s)
- C M Franke
- Department of Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Kerklaan, Haren, The Netherlands
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Miele G, Mouland A, Harrison GP, Cohen E, Lever AM. The human immunodeficiency virus type 1 5' packaging signal structure affects translation but does not function as an internal ribosome entry site structure. J Virol 1996; 70:944-51. [PMID: 8551634 PMCID: PMC189898 DOI: 10.1128/jvi.70.2.944-951.1996] [Citation(s) in RCA: 81] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
The role of the RNA secondary structure in the 5' packaging signal region of human immunodeficiency virus type 1 (HIV-1) in initiating translation of gag mRNA has been investigated both in vitro and in the presence of cellular cofactors in vivo. Heat denaturation of the structure and mutagenic deletion both lead to an increase in levels of translated products, indicating that the structure is a significant inhibitor of translation. The proximity of the gag AUG to the packaging signal structure suggested that it might function as an internal ribosome entry site. However, in both a cell-free system and eukaryotic cells, translation will initiate at a novel upstream initiation codon introduced within the 5' noncoding region. This codon is utilized exclusively, resulting in gag protein products with an extra 11 amino acids at the amino terminus, which, when expressed in T lymphocytes, are confined intracellularly, probably because of the lack of an N-terminal glycine myristoylation signal. Deletion of the secondary structure abolishes gag production even in the presence of tat and rev in trans. Using dicistronic constructs containing the HIV-1 5' leader cloned between two heterologous open reading frames, we were unable to detect any significant expression of the second open reading frame that would have been supportive of an internal ribosome entry site mechanism. Using mutant proviruses either lacking the entire packaging signal structure region or containing the introduced upstream initiation codon in long-term replication studies, we were unable to detect reverse transcriptase activity in culture supernatants. The 5' packaging signal structure of HIV-1 does not serve as an internal ribosome entry site. The translation of gag is consistent with ribosomal scanning. However, the packaging signal structure causes significant translational inhibition.
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Affiliation(s)
- G Miele
- University of Cambridge Department of Medicine, Addenbrooke's Hospital, United Kingdom
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Jacobs MF, Tynkkynen S, Sibakov M. Highly bioluminescent Streptococcus thermophilus strain for the detection of diary-relevant antibiotics in milk. Appl Microbiol Biotechnol 1995; 44:405-12. [PMID: 8597542 DOI: 10.1007/bf00169936] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Inefficient translational initiation is often the cause of poor foreign gene expression in gram-positive organisms. The expression of bacterial luciferase (lux) genes in Streptococcus thermophilus (bioluminescence) was improved by addressing this problem in two ways; by ribosome-binding site (RBS) replacement, and by enhancing lux RBS access by polymerase chain reaction modification either alone or combined with translational coupling to a truncated upstream open- reading frame (orf') having its own RBS. Lactococcal expression signals were employed for plasmid-based lux expression. The same constructs were used to monitor bioluminescence in Lactococcus lactis, as well as two non-lactic bacterial strains, for comparison. High lux expression was achieved in all four organisms with a heterodimeric thermostable enzyme. Surprisingly, where ready access to the lux RBS was predicted, translational coupling to the lactococcal orf remained a prerequisite for detectable lux expression in L. lactis. In contrast, high bioluminescence in S. thermophilus was independent of coupling. Consistent with these observations, inspection of published gene sequences suggests that RBS "strength" may be a more important factor in translation in S. thermophilus than in L. lactis. Using reduced light production in highly bioluminescent S. thermophilus as an indicator of biocide presence in milk, test times could be significantly shortened compared with a commercial test utilizing the related non-bioluminescent strain. lux genes appear to be sensitive, exponential-phase reporters of gene activity in S. thermophilus, an organism with molecular biology and genetics that remain largely unstudied.
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Affiliation(s)
- M F Jacobs
- Department of Microbiology, University of Maryland, College Park 20742, USA
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Harrison GP, Lever AM. The human immunodeficiency virus type 1 packaging signal and major splice donor region have a conserved stable secondary structure. J Virol 1992; 66:4144-53. [PMID: 1602537 PMCID: PMC241217 DOI: 10.1128/jvi.66.7.4144-4153.1992] [Citation(s) in RCA: 177] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Interaction of cis-acting RNA sequences with nucleocapsid proteins is one of the critical events leading to retroviral genomic RNA packaging. We have derived a potentially stable secondary structure for the packaging signal region of human immunodeficiency virus strain IIIB, using a combination of biochemical analysis and computer modelling. This region encompasses the major splice donor (SD), which is found in a highly structured conserved stem-loop. Comparison with other published human immunodeficiency virus type 1 sequences shows almost absolute nucleotide conservation in base-paired regions required to maintain this structure. Presently and previously described packaging-defective mutants would disrupt the structure. The structure depends on base pairing between nucleotide sequences 5' of the major SD which are common to both genomic and subgenomic RNAs and sequences 3' of SD which are unique to the unspliced RNA. This may explain how in retroviruses such as Rous sarcoma virus, mutations in regions common to genomic and subgenomic RNA might prevent packaging of the unspliced mRNA by disrupting a signal structure which can exist only in the genomic RNA species.
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Affiliation(s)
- G P Harrison
- University of Cambridge Department of Medicine, Addenbrooke's Hospital, Cambridge, United Kingdom
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Abstract
Lactic acid bacteria are of major economic importance, as they occupy a key position in the manufacture of fermented foods. A considerable body of research is currently being devoted to the development of lactic acid bacterial strains with improved characteristics, that may be used to make fermentations pass of more efficiently, or to make new applications possible. Therefore, and because the lactococci are designated 'GRAS' organisms ('generally recognized as safe') which may be used for safe production of foreign proteins, detailed knowledge of homologous and heterologous gene expression in these organisms is desired. An overview is given of our current knowledge concerning gene expression in Lactococcus lactis. A general picture of gene expression signals in L. lactis emerges that shows considerable similarity to those observed in Escherichia coli and Bacillus subtilis. This feature allowed the expression of a number of L. lactis-derived genes in the latter bacterial species. Several studies have indicated, however, that in spite of the similarities, the expression signals from E. coli, B. subtilis and L. lactis are not equally efficient in these three organisms.
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Affiliation(s)
- M van de Guchte
- Department of Genetics, University of Groningen, Haren, The Netherlands
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