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1.
Sci Adv ; 6(46)2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-33188019

RESUMO

In the face of uncertainty, cell populations tend to diversify to enhance survival and growth. Previous studies established that cells can optimize such bet hedging upon environmental change by modulating gene expression to adapt both the average and diversity of phenotypes. Here, we demonstrate that cells can tune phenotypic diversity also using posttranslational modifications. In the chemotaxis network of Escherichia coli, we find, for both major chemoreceptors Tar and Tsr, that cell-to-cell variation in response sensitivity is dynamically modulated depending on the presence or absence of their cognate chemoeffector ligands in the environment. Combining experiments with mathematical modeling, we show that this diversity tuning requires only the environment-dependent covalent modification of chemoreceptors and a standing cell-to-cell variation in their allosteric coupling. Thus, when environmental cues are unavailable, phenotypic diversity enhances the population's readiness for many signals. However, once a signal is perceived, the population focuses on tracking that signal.


Assuntos
Proteínas de Escherichia coli , Escherichia coli , Adaptação Fisiológica/genética , Proteínas de Bactérias/metabolismo , Quimiotaxia/genética , Escherichia coli/metabolismo , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Expressão Gênica
2.
Nat Commun ; 6: 8776, 2015 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-26522289

RESUMO

Bacteria employ diverse motility patterns in traversing complex three-dimensional (3D) natural habitats. 2D microscopy misses crucial features of 3D behaviour, but the applicability of existing 3D tracking techniques is constrained by their performance or ease of use. Here we present a simple, broadly applicable, high-throughput 3D bacterial tracking method for use in standard phase contrast microscopy. Bacteria are localized at micron-scale resolution over a range of 350 × 300 × 200 µm by maximizing image cross-correlations between their observed diffraction patterns and a reference library. We demonstrate the applicability of our technique to a range of bacterial species and exploit its high throughput to expose hidden contributions of bacterial individuality to population-level variability in motile behaviour. The simplicity of this powerful new tool for bacterial motility research renders 3D tracking accessible to a wider community and paves the way for investigations of bacterial motility in complex 3D environments.


Assuntos
Escherichia coli/citologia , Microscopia de Contraste de Fase/métodos , Escherichia coli/química , Imageamento Tridimensional , Cinética
3.
Bioinformatics ; 19(4): 524-31, 2003 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-12611808

RESUMO

MOTIVATION: Molecular biotechnology now makes it possible to build elaborate systems models, but the systems biology community needs information standards if models are to be shared, evaluated and developed cooperatively. RESULTS: We summarize the Systems Biology Markup Language (SBML) Level 1, a free, open, XML-based format for representing biochemical reaction networks. SBML is a software-independent language for describing models common to research in many areas of computational biology, including cell signaling pathways, metabolic pathways, gene regulation, and others. AVAILABILITY: The specification of SBML Level 1 is freely available from http://www.sbml.org/


Assuntos
Hipermídia , Armazenamento e Recuperação da Informação/métodos , Metabolismo/fisiologia , Modelos Biológicos , Linguagens de Programação , Vocabulário Controlado , Sistemas de Gerenciamento de Base de Dados , Bases de Dados Factuais , Documentação , Regulação da Expressão Gênica/fisiologia , Modelos Químicos , Software , Design de Software , Terminologia como Assunto
4.
Bioinformatics ; 17(6): 575-6, 2001 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-11395441

RESUMO

SUMMARY: STOCHSIM is a stochastic simulator for chemical reactions. Molecules are represented as individual software objects that react according to probabilities derived from concentrations and rate constants. Version 1.2 of STOCHSIM provides a novel cross-platform graphical interface written in Perl/Tk. A simple two-dimensional spatial structure has also been implemented, in which nearest-neighbour interactions of molecules in a 2-D lattice can be simulated.


Assuntos
Simulação por Computador , Modelos Químicos , Software , Processos Estocásticos , Algoritmos , Gráficos por Computador , Apresentação de Dados , Conformação Molecular , Proteínas/química , Proteínas/metabolismo , Interface Usuário-Computador
5.
Nat Cell Biol ; 2(11): 792-6, 2000 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-11056533

RESUMO

Coliform bacteria detect chemical attractants by means of a membrane-associated cluster of receptors and signalling molecules. We have used recently determined molecular structures, in conjunction with plastic models generated by three-dimensional printer technology, to predict how the proteins of the complex are arranged in relation to the plasma membrane. The proposed structure is a regular two-dimensional lattice in which the cytoplasmic ends of chemotactic-receptor dimers are inserted into a hexagonal array of CheA and CheW molecules. This structure creates separate compartments for adaptation and downstream signalling, and indicates a possible basis for the spread of activity within the cluster.


Assuntos
Proteínas de Bactérias/química , Quimiotaxia/fisiologia , Proteínas de Escherichia coli , Escherichia coli/fisiologia , Proteínas de Membrana/química , Receptores de Superfície Celular/química , Transdução de Sinais , Proteínas de Bactérias/metabolismo , Histidina Quinase , Proteínas de Membrana/metabolismo , Proteínas Quimiotáticas Aceptoras de Metil , Modelos Moleculares , Estrutura Quaternária de Proteína , Receptores de Superfície Celular/metabolismo , Relação Estrutura-Atividade , Thermotoga maritima/química
6.
Bioinformatics ; 15(1): 72-84, 1999 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-10068694

RESUMO

MOTIVATION: Genome sequencing projects and further systematic functional analyses of complete gene sets are producing an unprecedented mass of molecular information for a wide range of model organisms. This provides us with a detailed account of the cell with which we may begin to build models for simulating intracellular molecular processes to predict the dynamic behavior of living cells. Previous work in biochemical and genetic simulation has isolated well-characterized pathways for detailed analysis, but methods for building integrative models of the cell that incorporate gene regulation, metabolism and signaling have not been established. We, therefore, were motivated to develop a software environment for building such integrative models based on gene sets, and running simulations to conduct experiments in silico. RESULTS: E-CELL, a modeling and simulation environment for biochemical and genetic processes, has been developed. The E-CELL system allows a user to define functions of proteins, protein-protein interactions, protein-DNA interactions, regulation of gene expression and other features of cellular metabolism, as a set of reaction rules. E-CELL simulates cell behavior by numerically integrating the differential equations described implicitly in these reaction rules. The user can observe, through a computer display, dynamic changes in concentrations of proteins, protein complexes and other chemical compounds in the cell. Using this software, we constructed a model of a hypothetical cell with only 127 genes sufficient for transcription, translation, energy production and phospholipid synthesis. Most of the genes are taken from Mycoplasma genitalium, the organism having the smallest known chromosome, whose complete 580 kb genome sequence was determined at TIGR in 1995. We discuss future applications of the E-CELL system with special respect to genome engineering. AVAILABILITY: The E-CELL software is available upon request. SUPPLEMENTARY INFORMATION: The complete list of rules of the developed cell model with kinetic parameters can be obtained via our web site at: http://e-cell.org/.


Assuntos
Fenômenos Fisiológicos Celulares , Células/metabolismo , Simulação por Computador , Modelos Biológicos , Software , Trifosfato de Adenosina/metabolismo , Inteligência Artificial , Gráficos por Computador , Apresentação de Dados , Enzimas/metabolismo , Expressão Gênica , Engenharia Genética , Ligação Proteica , Transcrição Gênica , Interface Usuário-Computador
7.
J Mol Biol ; 286(4): 1059-74, 1999 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-10047482

RESUMO

We recently developed a stochastic-based program that allows individual molecules in a cell signalling pathway to be simulated. This program has now been used to model the Tar complex, a multimeric signalling complex employed by coliform bacteria. This complex acts as a solid-state computational cassette, integrating and disseminating information on the presence of attractants and repellents in the environment of the bacterium. In our model, the Tar complex exists in one of two conformations which differ in the rate at which they generate labile phosphate groups and hence signal to the flagellar motor. Individual inputs to the complex (aspartate binding, methylation at different sites, binding of CheB, CheR and CheY) are represented as binary flags, and each combination of flags confers a different free energy to the two conformations. Binding and catalysis by the complex are performed stochastically according to the complete set of known reactions allowing the swimming performance of the bacterium to be predicted. The assumption of two conformational states together with the use of free energy values allows us to bring together seemingly unrelated experimental parameters. Because of thermodynamic constraints, we find that the binding affinity for aspartate is linked to changes in phosphorylation activity. We estimate the pattern of Tar methylation and effective affinity constant of receptors over a range of aspartate levels. We also obtain evidence that both the methylating and demethylating enzymes must operate exclusively on one or other of the two conformations, and that sites of methylation of the complex are occupied in sequential order rather than independently. Detailed analysis of the response to aspartate reveals several quantitative discrepancies between simulated and experimental data which indicate areas for future research.


Assuntos
Proteínas de Bactérias/química , Simulação por Computador , Proteínas de Escherichia coli , Proteínas de Membrana/química , Receptores de Superfície Celular , Bactérias/química , Bactérias/metabolismo , Proteínas de Bactérias/metabolismo , Células Quimiorreceptoras , Ligantes , Proteínas de Membrana/metabolismo , Metilação , Modelos Químicos , Conformação Proteica , Transdução de Sinais , Processos Estocásticos , Fatores de Tempo
8.
Gene ; 205(1-2): 103-7, 1997 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-9461383

RESUMO

To characterize the extent of DNA methylation and its possible biological roles in a wide variety of organisms, we have analyzed gene sequences extracted from the GenBank database. Sequences of both methylated and non-methylated species were used for comparative analysis. The local CpG dinucleotide distribution near the 5' ends of genes as well as the degree of overall CpG suppression/depletion in the entire gene region were examined in all complete gene sequences for each species. We show that the distribution patterns of CpG near the 5' region of genes differ among vertebrates, invertebrates, plants and bacteria. CpG island-like peaks in CpG O/E (observed/expected ratio) were observed not only in methylated species, but also in non-methylated species. In methylated non-vertebrates, overall CpG O/E values were lower, and peaks in the CpG profile of 5' regions were larger than in non-methylated species. We discuss the implications of such biases with respect to DNA methylation.


Assuntos
Ilhas de CpG/genética , Metilação de DNA , Animais , Bactérias/genética , Humanos , Plantas/genética
9.
Int J Urol ; 2(4): 257-60, 1995 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-8564745

RESUMO

BACKGROUND: Prostate-specific antigen (PSA) has various advantages over prostatic acid phosphatase (PAP) as a marker for prostate cancer, but its role in prostate cancer mass screening remains controversial. We measured serum PSA in addition to serum PAP determination and digital rectal examination (DRE) in our mass screening program to assess the usefulness of PSA for prostate cancer mass screening. METHODS: Serum PSA and PAP measurements and DRE were performed in 1249 patients in mass screening for carcinoma of the prostate in 1989 and 1990. Thirteen cancers were diagnosed. We calculated the mean plus standard deviations (2SD) of the PSA and PAP values of men without cancer, and assessed the usefulness of PSA for prostate cancer screening by using these figures as the upper limit of normal. RESULTS: The number positive for PSA, PAP and DRE were 39, 36 and 48, respectively. If our screening had been performed without DRE, three cancers would have remained undetected, and the number would have been the same if performed without PSA. If the screening had been performed without PAP, on the other hand, no cancers would have remained undetected. The sensitivities of PSA and PAP were 54% and 23%, respectively. The screening detection rate with DRE and PSA was 0.88%, and with DRE and PAP was 0.64%. CONCLUSIONS: Measurement of serum PSA values with adjustment of the cut-off value was considered more useful than PAP in mass screening for prostate cancer.


Assuntos
Antígeno Prostático Específico/sangue , Neoplasias da Próstata/prevenção & controle , Fosfatase Ácida/sangue , Idoso , Idoso de 80 Anos ou mais , Humanos , Masculino , Programas de Rastreamento , Pessoa de Meia-Idade , Exame Físico , Valor Preditivo dos Testes , Neoplasias da Próstata/sangue , Neoplasias da Próstata/imunologia , Reto , Sensibilidade e Especificidade
10.
Eur Urol ; 27(3): 192-5, 1995.
Artigo em Inglês | MEDLINE | ID: mdl-7541359

RESUMO

The usefulness of estramustine phosphate (ECT) for preventing flare-up in goserelin acetate depot therapy for advanced prostate cancer was studied. Pretreatment with ECT 560 mg daily for 3 weeks almost completely prevented the rise in testosterone level seen in goserelin acetate depot therapy and no signs or symptoms of tumor flare were observed. Long-term ECT completely blocked the rise in luteinizing hormone and testosterone level, but ECT at this dosage was likely to cause complications. The administration of ECT 560 mg daily for 3 weeks prior to goserelin acetate depot therapy was considered sufficient to prevent tumor flare, and its effect was considered to be more marked than that of short-term treatment with antiandrogens.


Assuntos
Carcinoma/sangue , Estramustina/uso terapêutico , Gosserrelina/efeitos adversos , Neoplasias da Próstata/sangue , Fosfatase Ácida/sangue , Fosfatase Ácida/efeitos dos fármacos , Idoso , Idoso de 80 Anos ou mais , Carcinoma/patologia , Carcinoma/prevenção & controle , Progressão da Doença , Quimioterapia Combinada , Humanos , Injeções Subcutâneas , Hormônio Luteinizante/sangue , Hormônio Luteinizante/efeitos dos fármacos , Masculino , Pessoa de Meia-Idade , Antígeno Prostático Específico/sangue , Antígeno Prostático Específico/efeitos dos fármacos , Neoplasias da Próstata/patologia , Neoplasias da Próstata/prevenção & controle , Testosterona/sangue
11.
Int J Urol ; 1(3): 237-40, 1994 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-7614382

RESUMO

We have used a urethral colonic pouch for total bladder replacement in 6 bladder cancer patients after radical cystectomy. The distal ileum, cecum, ascending colon and the right third of the transverse colon were isolated. The cecum and colon were opened along the tenia and a detubulized pouch was created. The ureters were sutured to the terminal ileum. The maximum pressure wave measured ranged 22-58 cmH2O, and the amount of residual urine varied between 0 and 58 ml. All patients were completely continent during the day and slight incontinence at night was observed in 3. By amputating the right colonic artery, the pouch is easily moved to the urethral stump and serves as a low pressure neobladder after cystoprostatectomy.


Assuntos
Colo/cirurgia , Cistectomia/métodos , Valva Ileocecal/cirurgia , Íleo/cirurgia , Coletores de Urina/métodos , Adulto , Idoso , Anastomose Cirúrgica , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Pressão
12.
Urol Int ; 53(3): 172-5, 1994.
Artigo em Inglês | MEDLINE | ID: mdl-7645148

RESUMO

A 60-year-old man with renal cell carcinoma and metastases to the right 7th rib and L2 vertebra (T2N0M1, OSS) was treated with interferon-alpha and the uracil and tegafur combination following nephrectomy. One and a half years later on bone scintigraphy, the abnormal accumulation had disappeared at the L2 vertebra and weakened in its intensity at the right 7th rib. Plain X-ray revealed that the metastatic lesion at the right 7th rib had decreased in size and had been replaced by calcification. The right 7th rib was removed surgically and step-sectioned pathological specimens revealed necrosis with no viable cancer cells.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias Ósseas/secundário , Neoplasias Ósseas/terapia , Carcinoma de Células Renais/secundário , Carcinoma de Células Renais/terapia , Interferon-alfa/uso terapêutico , Neoplasias Renais/patologia , Neoplasias Ósseas/diagnóstico , Neoplasias Ósseas/patologia , Carcinoma de Células Renais/diagnóstico , Carcinoma de Células Renais/patologia , Diagnóstico por Imagem , Humanos , Vértebras Lombares/patologia , Masculino , Pessoa de Meia-Idade , Costelas/patologia , Neoplasias da Coluna Vertebral/diagnóstico , Neoplasias da Coluna Vertebral/patologia , Neoplasias da Coluna Vertebral/secundário , Neoplasias da Coluna Vertebral/terapia , Tegafur/administração & dosagem , Uracila/administração & dosagem
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