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1.
PLoS One ; 11(9): e0162952, 2016.
Article in English | MEDLINE | ID: mdl-27657718

ABSTRACT

In the present work we combine spectroscopic, DSC and computational approaches to examine the multiple extracellular Glu mutants E204Q/E194Q, E204Q/E194Q/E9Q and E204Q/E194Q/E9Q/E74Q of bacteriorhodopsin by varying solvent ionic strength and composition. Absorption spectroscopy data reveal that the absorption maxima of multiple EC Glu mutants can be tuned by the chloride concentration in the solution. Visible Circular dichroism spectra imply that the specific binding of Cl- can modulate weakened exciton chromophore coupling and reestablish wild type-like bilobe spectral features of the mutants. The DSC data display reappearance of the reversible thermal transition, higher Tm of denaturation and an increase in the enthalpy of unfolding of the mutants in 1 M KCl solutions. Molecular dynamics simulations indicate high affinity binding of Cl- to Arg82 and to Gln204 and Gln194 residues in the mutants. Analysis of the experimental data suggests that simultaneous elimination of the negatively charged side chain of Glu194 and Glu204 is the major cause for mutants' alterations. Specific Cl- binding efficiently coordinates distorted hydrogen bonding interactions of the EC region and reconstitutes the conformation and structure stability of mutated bR in WT-like fashion.

2.
Gene ; 549(1): 33-40, 2014 Oct 01.
Article in English | MEDLINE | ID: mdl-25017053

ABSTRACT

BACKGROUND: Glucocorticoids are commonly used as adjuvant treatment for side-effects and have anti-proliferative activity in several tumors but, on the other hand, their proliferative effect has been reported in several studies, some of them involving the spread of cancer. We shall attempt to reconcile these incongruities from the genomic and tissue-physiology perspectives with our findings. METHODS: An accurate phenotype analysis of microarray data can help to solve multiple paradoxes derived from tumor-progression models. We have developed a new strategy to facilitate the study of interdependences among the phenotypes defined by the sample clusters obtained by common clustering methods (HC, SOTA, SOM, PAM). These interdependences are obtained by the detection of non-linear expression-relationships where each fluctuation in the relationship implies a phenotype change and each relationship typology implies a specific phenotype interdependence. As a result, multiple phenotypic changes are identified together with the genes involved in the phenotype transitions. In this way, we study the phenotypic changes from microarray data that describe common phenotypes in cancer from different tissues, and we cross our results with biomedical databases to relate the glucocorticoid activity to the phenotypic changes. RESULTS: 11,244 significant non-linear expression relationships, classified into 11 different typologies, have been detected from the data matrix analyzed. From them, 415 non-linear expression relationships were related to glucocorticoid activity. Studying them, we have found the possible reason for opposite effects of some stressor agents like dexamethasone on tumor progression and it has been confirmed by literature. This hidden reason has resulted in being linked with the type of tumor progression of the tissues. In the first type of tumor progression found, new cells can be stressed during proliferation and stressor agents increase tumor proliferation. In the second type, cell stress and tumor proliferation are antagonists so, therefore, stressor agents stop tumor proliferation in order to stress the cells. The non-linear expression relationships among DUSP6, FERMT2, FKBP5, EGFR, NEDD4L and CITED2 genes are used to synthesize these findings.


Subject(s)
Dexamethasone/pharmacology , Gene Expression Regulation, Neoplastic/drug effects , Glucocorticoids/pharmacology , Cell Line, Tumor , Cluster Analysis , Disease Progression , Gene Expression Regulation, Neoplastic/genetics , Genomics , Humans , Linear Models , Neoplasms/drug therapy , Neoplasms/genetics , Phenotype , Tissue Array Analysis
3.
Bioinformatics ; 30(12): 1780-1, 2014 Jun 15.
Article in English | MEDLINE | ID: mdl-24574116

ABSTRACT

SUMMARY: The microarrays performed by scientific teams grow exponentially. These microarray data could be useful for researchers around the world, but unfortunately they are underused. To fully exploit these data, it is necessary (i) to extract these data from a repository of the high-throughput gene expression data like Gene Expression Omnibus (GEO) and (ii) to make the data from different microarrays comparable with tools easy to use for scientists. We have developed these two solutions in our server, implementing a database of microarray marker genes (Marker Genes Data Base). This database contains the marker genes of all GEO microarray datasets and it is updated monthly with the new microarrays from GEO. Thus, researchers can see whether the marker genes of their microarray are marker genes in other microarrays in the database, expanding the analysis of their microarray to the rest of the public microarrays. This solution helps not only to corroborate the conclusions regarding a researcher's microarray but also to identify the phenotype of different subsets of individuals under investigation, to frame the results with microarray experiments from other species, pathologies or tissues, to search for drugs that promote the transition between the studied phenotypes, to detect undesirable side effects of the treatment applied, etc. Thus, the researcher can quickly add relevant information to his/her studies from all of the previous analyses performed in other studies as long as they have been deposited in public repositories. AVAILABILITY: Marker-gene database tool: http://ibb.uab.es/mgdb


Subject(s)
Databases, Genetic , Gene Expression Profiling , Oligonucleotide Array Sequence Analysis , Software , Genetic Markers
4.
FEBS J ; 281(4): 1181-95, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24341610

ABSTRACT

In the present study, we report on the structural features of the bacteriorhodopsin triple mutant E9Q/E194Q/E204Q (3Glu) of bacteriorhodopsin by combining experimental and molecular dynamics (MD) approaches. In 3Glu mutant, Glu9, Glu194 and Glu204 residues located at the extracellular side of the protein were mutated altogether to glutamines. UV-visible and differential scanning calorimetry experiments served as diagnostic tools for monitoring the resistance against thermal stress of the active site and the tertiary structures of the 3Glu. The analyses of the UV-visible thermal difference spectra demonstrate that the spectral forms at room temperature and the thermal unfolding path differ in the wild-type bacteriorhodopsin and the 3Glu. Even with these spectral differences, the thermal unfolding of the active site occurs at rather similar melting temperatures in both proteins. A noteworthy consequence of the mutations is the altered two-dimensional packing revealed by the lack of the pre-transition peak in differential scanning calorimetry traces of 3Glu mutant, as previously detected in wild-type and the corresponding single mutants. The infrared spectroscopy data agree with the loss of paracrystalinity, illustrating a substantial conversion of αII to αI helical conformation in the 3Glu mutant. Molecular dynamics simulations show higher dynamics flexibility of most of the extracellular regions of 3Glu, which may account for the somewhat lower tertiary structural stability of the mutated protein. Finally, hydrogen bond analysis reveals that the mutated Glu194 and Glu204 residues create ~ 50% less hydrogen bonds with water molecules compared to wild-type bacteriorhodopsin. These results exemplify the role of the water hydrogen-bonding network for structural integrity and conformational flexibility of bacteriorhodopsin.


Subject(s)
Bacteriorhodopsins/chemistry , Bacteriorhodopsins/metabolism , Glutamine/genetics , Bacteriorhodopsins/genetics , Hydrogen Bonding , Molecular Dynamics Simulation , Mutation
5.
J Nanosci Nanotechnol ; 9(3): 1679-87, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19435025

ABSTRACT

Bacteriorhodopsin (bR) is a membrane protein found in the archae Halobacterium salinarum. Here, we studied wild type bR and especially the triple mutant bR, 3Glu [E9Q/E194Q/E204Q], in combination with wide gap semiconductor TiO2 for their suitability as efficient light harvester in solar cell. Our differential scanning calorimetry data show thermal robustness of bR wild type and 3Glu mutant, which make them good candidates as photosensitizer in solar cells. Molecular modeling indicates that binding of bR to the exposed oxygen atoms of anatase TiO2 is favorable for electron transfer and directed by local, small distance interactions. A solar cell, based on bR wild type and bR triple mutant immobilized on nanocrystalline TiO2 film was successfully constructed. The photocurrent density-photo voltage (J-V) characteristics of bio-sensitized solar cell (BSSC), based on the wild type bR and 3Glu mutant adsorbed on nanocrystalline TiO2 film electrode were measured. The results show that the 3Glu mutant displays better photoelectric performance compared to the wild type bR, giving a short-circuit photocurrent density (J(sc)) of 0.09 mA/cm2 and the open-circuit photovoltage (V(oc)) 0.35 V, under an illumination intensity of 40 mW/cm2.


Subject(s)
Bacteriorhodopsins/chemistry , Photochemical Processes , Solar Energy , Bacteriorhodopsins/metabolism , Calorimetry , Coloring Agents/chemistry , Halobacterium salinarum , Hydroxylamine/metabolism , Models, Molecular , Mutation , Nanoparticles/chemistry , Photosynthesis , Protein Conformation , Protein Stability , Titanium/chemistry
6.
Photochem Photobiol ; 85(2): 617-23, 2009.
Article in English | MEDLINE | ID: mdl-19267876

ABSTRACT

Glu194 is a residue located at the end of F helix on the extracellular side of the light-induced proton pump bacteriorhodopsin (BR). Currently, it is well recognized that Glu194 and Glu204 residues, along with water clusters, constitute the proton release group of BR. Here we report that the replacement of Glu194 for Gln affects not only the photocycle of the protein but also has tremendous effect on the all-trans to 13-cis thermal isomerization. We studied the pH dependence of the dark adaptation of the E194Q mutant and performed HPLC analysis of the isomer compositions of the light- and partially dark-adapted states of the mutant at several pH values. Our data confirmed that E194Q exhibits extremely slow dark adaptation over a wide range of pH. HPLC data showed that a significantly larger concentration of all-trans isomer was present in the samples of the E194Q mutant even after prolonged dark adaptation. After 14 days in the dark the 13-cis to all-trans ratio was 1:3 in the mutant, compared to 2:1 in the wild type. These data clearly indicate the involvement of Glu194 in control of the rate of all-trans to 13-cis thermal isomerization.


Subject(s)
Bacteriorhodopsins/chemistry , Bacteriorhodopsins/metabolism , Glutamic Acid/metabolism , Sensory Receptor Cells/chemistry , Sensory Receptor Cells/metabolism , Temperature , Adaptation, Biological , Bacteriorhodopsins/genetics , Chromatography, High Pressure Liquid , Glutamic Acid/genetics , Halobacterium salinarum/chemistry , Halobacterium salinarum/genetics , Halobacterium salinarum/metabolism , Halobacterium salinarum/radiation effects , Hydrogen-Ion Concentration , Isomerism , Kinetics , Light , Models, Molecular , Mutation/genetics , Protein Isoforms/chemistry , Protein Isoforms/genetics , Protein Isoforms/metabolism , Protein Structure, Tertiary , Spectrophotometry
7.
Biophys J ; 95(9): 4384-95, 2008 Nov 01.
Article in English | MEDLINE | ID: mdl-18658225

ABSTRACT

Proline residues play a fundamental and subtle role in the dynamics, structure, and function in many membrane proteins. Temperature derivative spectroscopy and differential scanning calorimetry have been used to determine the effect of proline substitution in the structural stability of the active site and transmembrane arrangement of bacteriorhodopsin. We have analyzed the Pro-to-Ala mutation for the helix-embedded prolines Pro50, Pro91, and Pro186 in the native membrane environment. This information has been complemented with the analysis of the respective crystallographic structures by the FoldX force field. Differential scanning calorimetry allowed us to determine distorted membrane arrangement for P50A and P186A. The protein stability was severely affected for P186A and P91A. In the case of Pro91, a single point mutation is capable of strongly slowing down the conformational diffusion along the denaturation coordinate, becoming a barrier-free downhill process above 371 K. Temperature derivative spectroscopy, applied for first time to study thermal stability of proteins, has been used to monitor the stability of the active site of bacteriorhodopsin. The mutation of Pro91 and Pro186 showed the most striking effects on the retinal binding pocket. These residues are the Pro in closer contact to the active site (activation energies for retinal release of 60.1 and 76.8 kcal/mol, respectively, compared to 115.8 kcal/mol for WT). FoldX analysis of the protein crystal structures indicates that the Pro-to-Ala mutations have both local and long-range effects on the structural stability of residues involved in the architecture of the protein and the active site and in the proton pumping function. Thus, this study provides a complete overview of the substitution effect of helix-embedded prolines in the thermodynamic and dynamic stability of a membrane protein, also related to its structure and function.


Subject(s)
Archaeal Proteins/chemistry , Archaeal Proteins/metabolism , Cell Membrane/metabolism , Halobacterium salinarum/metabolism , Membrane Proteins/chemistry , Membrane Proteins/metabolism , Proline/metabolism , Absorptiometry, Photon , Archaeal Proteins/genetics , Calorimetry, Differential Scanning , Catalytic Domain , Computational Biology , Membrane Proteins/genetics , Mutant Proteins/chemistry , Mutant Proteins/genetics , Mutant Proteins/metabolism , Mutation , Protein Denaturation , Protein Folding , Protein Structure, Secondary , Spectrophotometry, Ultraviolet , Temperature , Thermodynamics
8.
J Mol Biol ; 368(3): 666-76, 2007 May 04.
Article in English | MEDLINE | ID: mdl-17367807

ABSTRACT

The behavior of the D115A mutant was analyzed by time-resolved UV-Vis and Fourier transformed infrared (FTIR) spectroscopies, aiming to clarify the role of Asp115 in the intra-protein signal transductions occurring during the bacteriorhodopsin photocycle. UV-Vis data on the D115A mutant show severely desynchronized photocycle kinetics. FTIR data show a poor transmission of the retinal isomerization to the chromoprotein, evidenced by strongly attenuated helical changes (amide I), the remarkable absence of environment alterations and protonation/deprotonation events related to Asp96 and direct Schiff base (SB) protonation form the bulk. This argues for the interactions of Asp115 with Leu87 (via water molecule) and Thr90 as key elements for the effective and vectorial proton path between Asp96 and the SB, in the cytoplasmic half of bacteriorhodopsin. The results strongly suggest the presence of a regulation motif enclosed in helices C and D (Thr90-Pro91/Asp115) which drives properly the dynamics of helix C through a set of interactions. It also supports the idea that intra-helical hydrogen bonding clusters in the buried regions of transmembrane proteins can be potential elements in intra-protein signal transduction.


Subject(s)
Aspartic Acid/chemistry , Bacteriorhodopsins/chemistry , Models, Molecular , Amino Acid Motifs , Amino Acid Substitution , Aspartic Acid/genetics , Bacteriorhodopsins/genetics , Bacteriorhodopsins/physiology , Halobacterium salinarum/metabolism , Halobacterium salinarum/radiation effects , Hydrogen Bonding , Light , Protein Structure, Secondary , Protein Transport , Purple Membrane/metabolism , Purple Membrane/radiation effects , Signal Transduction , Spectroscopy, Fourier Transform Infrared , Water/metabolism
9.
Proteins ; 67(2): 360-74, 2007 May 01.
Article in English | MEDLINE | ID: mdl-17266122

ABSTRACT

The present work describes the results of a study aimed at identifying candidate cation binding sites on the extracellular region of bacteriorhodopsin, including a site near the retinal pocket. The approach used is a combined effort involving computational chemistry methods (computation of cation affinity maps and molecular dynamics) together with the Extended X-Ray Absorption Fine Structure (EXAFS) technique to obtain relevant information about the local structure of the protein in the neighborhood of Mn(2+) ions in different affinity binding sites. The results permit the identification of a high-affinity binding site where the ion is coordinated simultaneously to Asp212(-) and Asp85(-). Comparison of EXAFS data of the wild type protein with the quadruple mutant E9Q/E74Q/E194Q/E204Q at pH 7.0 and 10.0 demonstrate that extracellular glutamic acid residues are involved in cation binding.


Subject(s)
Bacteriorhodopsins/chemistry , Manganese/chemistry , Purple Membrane/chemistry , Bacteriorhodopsins/metabolism , Binding Sites , Cations , Glutamic Acid/chemistry , Halobacterium , Hydrogen-Ion Concentration , Models, Molecular , Motion , Purple Membrane/metabolism , Spectrum Analysis , X-Rays
10.
Mol Membr Biol ; 23(2): 127-35, 2006.
Article in English | MEDLINE | ID: mdl-16754356

ABSTRACT

Proline residues in transmembrane helices have been found to have important roles in the functioning of membrane proteins. Moreover, Pro residues occur with high frequency in transmembrane alpha-helices, as compared to alpha-helices for soluble proteins. Here, we report several properties of the bacteriorhodopsin mutants P50A (helix B), P91A (helix C) and P186A (helix F). Compared to wild type, strongly perturbed behaviour has been found for these mutants. In the resting state, increased hydroxylamine accessibility and altered Asp-85 pKa and light-dark adaptation were observed. On light activation, hydroxylamine accessibility was increased and proton transport activity, M formation kinetics and FTIR difference spectra of M and N intermediates showed clear distortions. On the basis of these alterations and the near identity of the crystalline structures of mutants with that of wild type, we conclude that the transmembrane proline residues of bacteriorhodopsin fulfil a dynamic role in both the resting and the light-activated states. Our results are consistent with the notion that mutation of Pro to Ala allows the helix to increase its flexibility towards the direction originally hindered by the steric clash between the ring Cgamma and the carbonyl O of the i-4 residue, at the same time decreasing the mobility towards the opposite direction. Due to their properties, transmembrane Pro residues may serve as transmission elements of conformational changes during the transport process. We propose that these concepts can be extended to other transmembrane proteins.


Subject(s)
Bacteriorhodopsins/chemistry , Membrane Proteins/chemistry , Proline/chemistry , Spectroscopy, Fourier Transform Infrared/methods , Cell Membrane/metabolism , Kinetics , Light , Molecular Conformation , Mutation , Protein Conformation , Protons , Purple Membrane/metabolism
11.
J Biol Chem ; 279(16): 16403-9, 2004 Apr 16.
Article in English | MEDLINE | ID: mdl-14757760

ABSTRACT

The role of Thr-90 in the bacteriorhodopsin structure and function was investigated by its replacement with Ala and Val. The mutant D115A was also studied because Asp-115 in helix D forms a hydrogen bond with Thr-90 in helix C. Differential scanning calorimetry showed a decreased thermal stability of all three mutants, with T90A being the least stable. Light-dark adaptation of T90A was found to be abnormal and salt-dependent. Proton transport monitored using pyranine signals was approximately 10% of wild type for T90A, 20% for T90V, and 50% for D115A. At neutral or alkaline pH, the M rise of these mutants was faster than that of wild type, whereas M decay was slower in T90A. Overall, Fourier transform infrared (FTIR) difference spectra of T90A were strongly pH-dependent. Spectra recorded on films adjusted at the same pH at 243 or 277 K, dry or wet, showed similar features. The D115A and T90V FTIR spectra were closer to WT, showing minor structural differences. The band at 1734 cm(-1) of the deconvoluted FTIR spectrum, corresponding to the carboxylate of Asp-115, was absent in all mutants. In conclusion, Thr-90 plays a critical role in maintaining the operative location and structure of helix C through three complementary interactions, namely an interhelical hydrogen bond with Asp-115, an intrahelical hydrogen bond with the peptide carbonyl oxygen of Trp-86, and a steric contact with the retinal. The interactions established by Thr-90 emerge as a general feature of archaeal rhodopsin proteins.


Subject(s)
Bacteriorhodopsins/analysis , Threonine , Bacteriorhodopsins/chemistry , Bacteriorhodopsins/genetics , Bacteriorhodopsins/metabolism , Halobacterium salinarum , Mutagenesis, Site-Directed , Protein Conformation , Structure-Activity Relationship
12.
Biochemistry ; 41(25): 8176-83, 2002 Jun 25.
Article in English | MEDLINE | ID: mdl-12069610

ABSTRACT

Low-temperature Fourier transform infrared spectroscopy has been used to study mutants of Glu194 and Glu204, two amino acids that are involved in proton release to the extracellular side of bacteriorhodopsin. Difference spectra of films of E194Q, E204Q, E194Q/E204Q, E9Q/E194Q/E204Q, and E9Q/E74Q/E194Q/E204Q at 243, 277, and 293 K and several pH values were obtained by continuous illumination. A specific effect of Cl(-) ions was found for the mutants, promoting a N-like intermediate at alkaline pH and an O' intermediate at neutral or acid pH. The apparent pK(a) of Asp85 in the M intermediate was found to be decreased for E194Q in the presence of Cl(-) (pK(a) of 7.6), but it was unchanged for E204Q, as compared to wild-type. In the absence of Cl(-) (i.e., in the presence of SO(4)(2)(-)), mutation of Glu194 or of Glu204 produces M- (or M(N), M(G))-like intermediates under all of the conditions examined. The absence of N, O, and O' intermediates suggests a long-range effect of the mutation. Furthermore, it is suggested that Cl(-) acts by reaching the interior of the protein, rather than producing surface effects. The effect of low water content was also examined, in the presence of Cl(-). Similar spectra corresponding to the M(1) intermediate were found for dry samples of both mutants, indicating that the effects of the mutations or of Cl(-) ions are confined to the second part of the photocycle. The water O-H stretching data further confirms altered photocycles and the effect of Cl(-) on the accumulation of the N intermediate.


Subject(s)
Amino Acid Substitution/genetics , Bacteriorhodopsins/chemistry , Bacteriorhodopsins/genetics , Chlorides/chemistry , Glutamic Acid/genetics , Glutamine/genetics , Light , Mutagenesis, Site-Directed , Bacteriorhodopsins/metabolism , Freezing , Glutamic Acid/metabolism , Glutamine/metabolism , Hydrogen-Ion Concentration , Potassium Chloride/chemistry , Protons , Spectroscopy, Fourier Transform Infrared , Water/chemistry
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