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1.
Nat Struct Mol Biol ; 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38956169

ABSTRACT

The canonical BRG/BRM-associated factor (cBAF) complex is essential for chromatin opening at enhancers in mammalian cells. However, the nature of the open chromatin remains unclear. Here, we show that, in addition to producing histone-free DNA, cBAF generates stable hemisome-like subnucleosomal particles containing the four core histones associated with 50-80 bp of DNA. Our genome-wide analysis indicates that cBAF makes these particles by targeting and splitting fragile nucleosomes. In mouse embryonic stem cells, these subnucleosomes become an in vivo binding substrate for the master transcription factor OCT4 independently of the presence of OCT4 DNA motifs. At enhancers, the OCT4-subnucleosome interaction increases OCT4 occupancy and amplifies the genomic interval bound by OCT4 by up to one order of magnitude compared to the region occupied on histone-free DNA. We propose that cBAF-dependent subnucleosomes orchestrate a molecular mechanism that projects OCT4 function in chromatin opening beyond its DNA motifs.

2.
Sci Rep ; 13(1): 1227, 2023 01 21.
Article in English | MEDLINE | ID: mdl-36681766

ABSTRACT

Protein aggregation in biotherapeutics can reduce their activity and effectiveness. It may also promote immune reactions responsible for severe adverse effects. The impact of plastic materials on protein destabilization is not totally understood. Here, we propose to deconvolve the effects of material surface, air/liquid interface, and agitation to decipher their respective role in protein destabilization and aggregation. We analyzed the effect of polypropylene, TEFLON, glass and LOBIND surfaces on the stability of purified proteins (bovine serum albumin, hemoglobin and α-synuclein) and on a cell extract composed of 6000 soluble proteins during agitation (P = 0.1-1.2 W/kg). Proteomic analysis revealed that chaperonins, intrinsically disordered proteins and ribosomes were more sensitive to the combined effects of material surfaces and agitation while small metabolic oligomers could be protected in the same conditions. Protein loss observations coupled to Raman microscopy, dynamic light scattering and proteomic allowed us to propose a mechanistic model of protein destabilization by plastics. Our results suggest that protein loss is not primarily due to the nucleation of small aggregates in solution, but to the destabilization of proteins exposed to material surfaces and their subsequent aggregation at the sheared air/liquid interface, an effect that cannot be prevented by using LOBIND tubes. A guidance can be established on how to minimize these adverse effects. Remove one of the components of this combined stress - material, air (even partially), or agitation - and proteins will be preserved.


Subject(s)
Plastics , Proteome , Protein Aggregates , Proteomics , Serum Albumin, Bovine
3.
Langmuir ; 36(28): 8218-8230, 2020 07 21.
Article in English | MEDLINE | ID: mdl-32585107

ABSTRACT

Protein adsorption on nanoparticles is an important field of study, particularly with regard to nanomedicine and nanotoxicology. Many factors can influence the composition and structure of the layer(s) of adsorbed proteins, the so-called protein corona. However, the role of protein size has not been specifically investigated, although some evidence has indicated its potential important role in corona composition and structure. To assess the role of protein size, we studied the interactions of hemoproteins (spanning a large size range) with monodisperse silica nanoparticles. We combined various techniques-adsorption isotherms, isothermal titration calorimetry, circular dichroism, and transmission electron cryomicroscopy-to address this issue. Overall, the results show that small proteins behaved as typical model proteins, forming homogeneous monolayers on the nanoparticle surface (protein corona). Their adsorption is purely enthalpy-driven, with subtle structural changes. In contrast, large proteins interact with nanoparticles via entropy-driven mechanisms. Their structure is completely preserved during adsorption, and any given protein can directly bind to several nanoparticles, forming bridges in these newly formed protein-nanoparticle assemblies. Protein size is clearly an overlooked factor that should be integrated into proteomics and toxicological studies.


Subject(s)
Nanoparticles , Protein Corona , Adsorption , Proteins , Silicon Dioxide
4.
Nanomaterials (Basel) ; 10(2)2020 Jan 29.
Article in English | MEDLINE | ID: mdl-32013169

ABSTRACT

Biomolecules, and particularly proteins, bind on nanoparticle (NP) surfaces to form the so-called protein corona. It is accepted that the corona drives the biological distribution and toxicity of NPs. Here, the corona composition and structure were studied using silica nanoparticles (SiNPs) of different sizes interacting with soluble yeast protein extracts. Adsorption isotherms showed that the amount of adsorbed proteins varied greatly upon NP size with large NPs having more adsorbed proteins per surface unit. The protein corona composition was studied using a large-scale label-free proteomic approach, combined with statistical and regression analyses. Most of the proteins adsorbed on the NPs were the same, regardless of the size of the NPs. To go beyond, the protein physicochemical parameters relevant for the adsorption were studied: electrostatic interactions and disordered regions are the main driving forces for the adsorption on SiNPs but polypeptide sequence length seems to be an important factor as well. This article demonstrates that curvature effects exhibited using model proteins are not determining factors for the corona composition on SiNPs, when dealing with complex biological media.

5.
J Clin Monit Comput ; 34(2): 361-370, 2020 Apr.
Article in English | MEDLINE | ID: mdl-30888595

ABSTRACT

Methods to control the blood glucose (BG) levels of patients in intensive care units (ICU) improve the outcomes. The development of continuous BG levels monitoring devices has also permitted to optimize these processes. Recently it was shown that a complexity loss of the BG signal is linked to poor clinical outcomes. Thus, it becomes essential to decipher this relation to design efficient BG level control methods. In previous studies the BG signal complexity was calculated as a single index for the whole ICU stay. Although, these approaches did not grasp the potential variability of the BG signal complexity. Therefore, we setup this pilot study using a continuous monitoring of central venous BG levels in ten critically ill patients (EIRUS platform, Maquet Critical CARE AB, Solna, Sweden). Data were processed and the complexity was assessed by the detrended fluctuation analysis and multiscale entropy (MSE) methods. Finally, recordings were split into 24 h overlapping intervals and a MSE analysis was applied to each of them. The MSE analysis on time intervals revealed an entropy variation and allowed periodic BG signal complexity assessments. To highlight differences of MSE between each time interval we calculated the MSE complexity index defined as the area under the curve. This new approach could pave the way to future studies exploring new strategies aimed at restoring blood glucose complexity during the ICU stay.


Subject(s)
Blood Glucose/metabolism , Critical Illness , Glycemic Control/methods , Monitoring, Physiologic/methods , Adult , Aged , Glycemic Control/statistics & numerical data , Humans , Insulin/administration & dosage , Intensive Care Units , Male , Middle Aged , Monitoring, Physiologic/statistics & numerical data , Pilot Projects , Signal Processing, Computer-Assisted
6.
Langmuir ; 35(33): 10831-10837, 2019 08 20.
Article in English | MEDLINE | ID: mdl-31333024

ABSTRACT

Protein adsorption on a surface is generally evaluated in terms of the evolution of the proteins' structures and functions. However, when the surface is that of a nanoparticle, the protein corona formed around it possesses a particular supramolecular structure that gives a "biological identity" to the new object. Little is known about the actual shape of the protein corona. Here, the protein corona formed by the adsorption of model proteins (myoglobin and hemoglobin) on silica nanoparticles was studied. Small-angle neutron scattering and oxygenation studies were combined to assess both the structural and functional impacts of the adsorption on proteins. Large differences in the oxygenation properties could be found while no significant global shape changes were seen after adsorption. Moreover, the structural study showed that the adsorbed proteins form an organized yet discontinuous monolayer around the nanoparticles.


Subject(s)
Hemoglobins/chemistry , Myoglobin/chemistry , Nanoparticles/chemistry , Protein Corona/chemistry , Silicon Dioxide/chemistry , Animals , Horses
7.
Mol Cancer Res ; 17(1): 54-69, 2019 01.
Article in English | MEDLINE | ID: mdl-30257991

ABSTRACT

BRCA1 mutations have been identified that increase the risk of developing hereditary breast and ovarian cancers. Genetic screening is now offered to patients with a family history of cancer, to adapt their treatment and the management of their relatives. However, a large number of BRCA1 variants of uncertain significance (VUS) are detected. To better understand the significance of these variants, a high-throughput structural and functional analysis was performed on a large set of BRCA1 VUS. Information on both cellular localization and homology-directed DNA repair (HR) capacity was obtained for 78 BRCT missense variants in the UMD-BRCA1 database and measurement of the structural stability and phosphopeptide-binding capacities was performed for 42 mutated BRCT domains. This extensive and systematic analysis revealed that most characterized causal variants affect BRCT-domain solubility in bacteria and all impair BRCA1 HR activity in cells. Furthermore, binding to a set of 5 different phosphopeptides was tested: all causal variants showed phosphopeptide-binding defects and no neutral variant showed such defects. A classification is presented on the basis of mutated BRCT domain solubility, phosphopeptide-binding properties, and VUS HR capacity. These data suggest that HR-defective variants, which present, in addition, BRCT domains either insoluble in bacteria or defective for phosphopeptide binding, lead to an increased cancer risk. Furthermore, the data suggest that variants with a WT HR activity and whose BRCT domains bind with a WT affinity to the 5 phosphopeptides are neutral. The case of variants with WT HR activity and defective phosphopeptide binding should be further characterized, as this last functional defect might be sufficient per se to lead to tumorigenesis. IMPLICATIONS: The analysis of the current study on BRCA1 structural and functional defects on cancer risk and classification presented may improve clinical interpretation and therapeutic selection.


Subject(s)
BRCA1 Protein/genetics , BRCA1 Protein/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Phosphopeptides/genetics , Phosphopeptides/metabolism , Animals , Breast Neoplasms/pathology , Female , Genetic Predisposition to Disease , Genetic Testing , Homologous Recombination , Humans , Mice , Models, Molecular , Mutation, Missense , Risk Factors
8.
Langmuir ; 34(18): 5312-5322, 2018 05 08.
Article in English | MEDLINE | ID: mdl-29648834

ABSTRACT

Understanding the mechanisms involved in the interaction of proteins with inorganic surfaces is of major interest for both basic research and practical applications involving nanotechnology. From the list of cellular proteins with the highest affinity for silica nanoparticles, we highlighted the group of proteins containing arginine-glycine-glycine (RGG) motifs. Biochemical experiments confirmed that RGG motifs interact strongly with the silica surfaces. The affinity of these motifs is further increased when the R residue is asymmetrically, but not symmetrically, dimethylated. Molecular dynamics simulations show that the asymmetrical dimethylation generates an electrostatic asymmetry in the guanidinium group of the R residue, orientating and stabilizing it on the silica surface. The RGG motifs (methylated or not) systematically target the siloxide groups on the silica surface through an ionic interaction, immediately strengthened by hydrogen bonds with proximal silanol and siloxane groups. Given that, in vivo, RGG motifs are often asymmetrically dimethylated by specific cellular methylases, our data add support to the idea that this type of methylation is a key mechanism for cells to regulate the interaction of the RGG proteins with their cellular partners.


Subject(s)
Arginine/metabolism , Protein Processing, Post-Translational , Proteins/chemistry , Silicon Dioxide/chemistry , Amino Acid Sequence , Methylation , Molecular Dynamics Simulation , Silicon Dioxide/metabolism , Surface Properties
9.
Nanotoxicology ; 10(10): 1555-1564, 2016 12.
Article in English | MEDLINE | ID: mdl-27705051

ABSTRACT

Upon contact with biological fluids, nanoparticles (NPs) are readily coated by cellular compounds, particularly proteins, which are determining factors for the localization and toxicity of NPs in the organism. Here, we improved a methodological approach to identify proteins that adsorb on silica NPs with high affinity. Using large-scale proteomics and mixtures of soluble proteins prepared either from yeast cells or from alveolar human cells, we observed that proteins with large unstructured region(s) are more prone to bind on silica NPs. These disordered regions provide flexibility to proteins, a property that promotes their adsorption. The statistical analyses also pointed to a marked overrepresentation of RNA-binding proteins (RBPs) and of translation initiation factors among the adsorbed proteins. We propose that silica surfaces, which are mainly composed of Si-O- and Si-OH groups, mimic ribose-phosphate molecules (rich in -O- and -OH) and trap the proteins able to interact with ribose-phosphate containing molecules. Finally, using an in vitro assay, we showed that the sequestration of translation initiation factors by silica NPs results in an inhibition of the in vitro translational activity. This result demonstrates that characterizing the protein corona of various NPs would be a relevant approach to predict their potential toxicological effects.


Subject(s)
Cell Extracts/chemistry , Nanoparticles/toxicity , RNA-Binding Proteins/chemistry , Silicon Dioxide/toxicity , A549 Cells , Adsorption , Humans , Nanoparticles/chemistry , Particle Size , Peptide Chain Initiation, Translational , Protein Conformation , Proteomics , RNA, Fungal/chemistry , RNA-Binding Proteins/ultrastructure , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/ultrastructure , Silicon Dioxide/chemistry , Surface Properties
10.
Nature ; 530(7588): 113-6, 2016 Feb 04.
Article in English | MEDLINE | ID: mdl-26814966

ABSTRACT

ATP-dependent chromatin remodellers allow access to DNA for transcription factors and the general transcription machinery, but whether mammalian chromatin remodellers target specific nucleosomes to regulate transcription is unclear. Here we present genome-wide remodeller-nucleosome interaction profiles for the chromatin remodellers Chd1, Chd2, Chd4, Chd6, Chd8, Chd9, Brg1 and Ep400 in mouse embryonic stem (ES) cells. These remodellers bind one or both full nucleosomes that flank micrococcal nuclease (MNase)-defined nucleosome-free promoter regions (NFRs), where they separate divergent transcription. Surprisingly, large CpG-rich NFRs that extend downstream of annotated transcriptional start sites are nevertheless bound by non-nucleosomal or subnucleosomal histone variants (H3.3 and H2A.Z) and marked by H3K4me3 and H3K27ac modifications. RNA polymerase II therefore navigates hundreds of base pairs of altered chromatin in the sense direction before encountering an MNase-resistant nucleosome at the 3' end of the NFR. Transcriptome analysis after remodeller depletion reveals reciprocal mechanisms of transcriptional regulation by remodellers. Whereas at active genes individual remodellers have either positive or negative roles via altering nucleosome stability, at polycomb-enriched bivalent genes the same remodellers act in an opposite manner. These findings indicate that remodellers target specific nucleosomes at the edge of NFRs, where they regulate ES cell transcriptional programs.


Subject(s)
Chromatin Assembly and Disassembly , DNA-Binding Proteins/metabolism , Gene Expression Regulation , Genome/genetics , Mouse Embryonic Stem Cells/metabolism , Nucleosomes/genetics , Nucleosomes/metabolism , Animals , DNA Helicases/metabolism , Histones/metabolism , Mice , Micrococcal Nuclease/metabolism , Mouse Embryonic Stem Cells/cytology , Nuclear Proteins/metabolism , Promoter Regions, Genetic/genetics , RNA Polymerase II/metabolism , Substrate Specificity , Trans-Activators/metabolism , Transcription Factors/metabolism , Transcription Initiation Site
11.
Langmuir ; 32(1): 195-202, 2016 Jan 12.
Article in English | MEDLINE | ID: mdl-26649773

ABSTRACT

We investigated the relationship between unfolded proteins, silica nanoparticles and chaperonin to determine whether unfolded proteins could stick to silica surfaces and how this process could impair heat shock protein activity. The HSP60 catalyzed green fluorescent protein (GFP) folding was used as a model system. The adsorption isotherms and adsorption kinetics of denatured GFP were measured, showing that denaturation increases GFP affinity for silica surfaces. This affinity is maintained even if the surfaces are covered by a protein corona and allows silica NPs to interfere directly with GFP folding by trapping it in its unstructured state. We determined also the adsorption isotherms of HSP60 and its chaperonin activity once adsorbed, showing that SiO2 NP can interfere also indirectly with protein folding through chaperonin trapping and inhibition. This inhibition is specifically efficient when NPs are covered first with a layer of unfolded proteins. These results highlight for the first time the antichaperonin activity of silica NPs and ask new questions about the toxicity of such misfolded proteins/nanoparticles assembly toward cells.


Subject(s)
Green Fluorescent Proteins/chemistry , Nanoparticles/chemistry , Silicon Dioxide/chemistry , Protein Folding
12.
PLoS One ; 8(11): e81346, 2013.
Article in English | MEDLINE | ID: mdl-24282583

ABSTRACT

The understanding of the mechanisms involved in the interaction of proteins with inorganic surfaces is of major interest in both fundamental research and applications such as nanotechnology. However, despite intense research, the mechanisms and the structural determinants of protein/surface interactions are still unclear. We developed a strategy consisting in identifying, in a mixture of hundreds of soluble proteins, those proteins that are adsorbed on the surface and those that are not. If the two protein subsets are large enough, their statistical comparative analysis must reveal the physicochemical determinants relevant for adsorption versus non-adsorption. This methodology was tested with silica nanoparticles. We found that the adsorbed proteins contain a higher number of charged amino acids, particularly arginine, which is consistent with involvement of this basic amino acid in electrostatic interactions with silica. The analysis also identified a marked bias toward low aromatic amino acid content (phenylalanine, tryptophan, tyrosine and histidine) in adsorbed proteins. Structural analyses and molecular dynamics simulations of proteins from the two groups indicate that non-adsorbed proteins have twice as many π-π interactions and higher structural rigidity. The data are consistent with the notion that adsorption is correlated with the flexibility of the protein and with its ability to spread on the surface. Our findings led us to propose a refined model of protein adsorption.


Subject(s)
Proteins/chemistry , Silicon Dioxide/chemistry , Adsorption , Electrophoresis, Gel, Two-Dimensional , Microscopy, Electron, Transmission , Protein Conformation , Surface Properties
13.
Nucleic Acids Res ; 40(1): 270-83, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21911356

ABSTRACT

RNA polymerase (Pol) III synthesizes the tRNAs, the 5S ribosomal RNA and a small number of untranslated RNAs. In vitro, it also transcribes short interspersed nuclear elements (SINEs). We investigated the distribution of Pol III and its associated transcription factors on the genome of mouse embryonic stem cells using a highly specific tandem ChIP-Seq method. Only a subset of the annotated class III genes was bound and thus transcribed. A few hundred SINEs were associated with the Pol III transcription machinery. We observed that Pol III and its transcription factors were present at 30 unannotated sites on the mouse genome, only one of which was conserved in human. An RNA was associated with >80% of these regions. More than 2200 regions bound by TFIIIC transcription factor were devoid of Pol III. These sites were associated with cohesins and often located close to CTCF-binding sites, suggesting that TFIIIC might cooperate with these factors to organize the chromatin. We also investigated the genome-wide distribution of the ubiquitous TFIIS variant, TCEA1. We found that, as in Saccharomyces cerevisiae, TFIIS is associated with class III genes and also with SINEs suggesting that TFIIS is a Pol III transcription factor in mammals.


Subject(s)
Embryonic Stem Cells/metabolism , RNA Polymerase III/metabolism , Transcription, Genetic , Transcriptional Elongation Factors/metabolism , Animals , Binding Sites , Butyrate Response Factor 1 , Cell Line , Chromatin/metabolism , Chromatin Immunoprecipitation/methods , Genome , Mice , Nuclear Proteins/metabolism , RNA Polymerase II/metabolism , RNA, Small Nuclear/genetics , RNA, Transfer/genetics , RNA-Binding Proteins/metabolism , Sequence Analysis, DNA , Short Interspersed Nucleotide Elements , Transcription Factor TFIIIB/metabolism , Transcription Factors, TFIII/metabolism
14.
Mol Microbiol ; 76(4): 1034-48, 2010 May.
Article in English | MEDLINE | ID: mdl-20444096

ABSTRACT

Cadmium (Cd(2+)) is a very toxic metal that causes DNA damage, oxidative stress and apoptosis. Despite many studies, the cellular and molecular mechanisms underlying its high toxicity are not clearly understood. We show here that very low doses of Cd(2+) cause ER stress in Saccharomyces cerevisiae as evidenced by the induction of the unfolded protein response (UPR) and the splicing of HAC1 mRNA. Furthermore, mutant strains (Delta ire1 and Delta hac1) unable to induce the UPR are hypersensitive to Cd(2+), but not to arsenite and mercury. The full functionality of the pathways involved in ER stress response is required for Cd(2+) tolerance. The data also suggest that Cd(2+)-induced ER stress and Cd(2+) toxicity are a direct consequence of Cd(2+) accumulation in the ER. Cd(2+) does not inhibit disulfide bond formation but perturbs calcium metabolism. In particular, Cd(2+) activates the calcium channel Cch1/Mid1, which also contributes to Cd(2+) entry into the cell. The results reinforce the interest of using yeast as a cellular model to study toxicity mechanisms in eukaryotic cells.


Subject(s)
Cadmium/toxicity , Endoplasmic Reticulum/drug effects , Saccharomyces cerevisiae/drug effects , Stress, Physiological , Cadmium/metabolism , Calcium Channels/metabolism , Drug Resistance, Fungal , Endoplasmic Reticulum/metabolism , Membrane Glycoproteins/agonists , Membrane Glycoproteins/metabolism , Protein Folding , Saccharomyces cerevisiae/ultrastructure , Saccharomyces cerevisiae Proteins/agonists , Saccharomyces cerevisiae Proteins/metabolism
15.
Proc Natl Acad Sci U S A ; 106(34): 14265-70, 2009 Aug 25.
Article in English | MEDLINE | ID: mdl-19706510

ABSTRACT

Human PC4 and the yeast ortholog Sub1 have multiple functions in RNA polymerase II transcription. Genome-wide mapping revealed that Sub1 is present on Pol III-transcribed genes. Sub1 was found to interact with components of the Pol III transcription system and to stimulate the initiation and reinitiation steps in a system reconstituted with all recombinant factors. Sub1 was required for optimal Pol III gene transcription in exponentially growing cells.


Subject(s)
DNA-Binding Proteins/genetics , RNA Polymerase III/metabolism , Saccharomyces cerevisiae Proteins/genetics , Transcription Factors/genetics , Transcription, Genetic , Blotting, Far-Western , Chromatin Immunoprecipitation , Chromosome Mapping , Chromosomes, Fungal/genetics , DNA, Fungal/genetics , DNA, Fungal/metabolism , DNA-Binding Proteins/metabolism , Gene Expression Regulation, Developmental , Gene Expression Regulation, Fungal , Genome, Fungal , Mutation , Oligonucleotide Array Sequence Analysis , Protein Binding , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Transcription Factors/metabolism , Transcription Factors, TFIII/metabolism
16.
Genes Dev ; 22(14): 1934-47, 2008 Jul 15.
Article in English | MEDLINE | ID: mdl-18628399

ABSTRACT

TFIIS is a transcription elongation factor that stimulates transcript cleavage activity of arrested RNA polymerase II (Pol II). Recent studies revealed that TFIIS has also a role in Pol II transcription initiation. To improve our understanding of TFIIS function in vivo, we performed genome-wide location analysis of this factor. Under normal growth conditions, TFIIS was detected on Pol II-transcribed genes, and TFIIS occupancy was well correlated with that of Pol II, indicating that TFIIS recruitment is not restricted to NTP-depleted cells. Unexpectedly, TFIIS was also detected on almost all Pol III-transcribed genes. TFIIS and Pol III occupancies correlated well genome-wide on this novel class of targets. In vivo, some dst1 mutants were partly defective in tRNA synthesis and showed a reduced Pol III occupancy at the restrictive temperature. In vitro transcription assays suggested that TFIIS may affect Pol III start site selection. These data provide strong in vivo and in vitro evidence in favor of a role of TFIIS as a general Pol III transcription factor.


Subject(s)
Gene Expression Regulation, Fungal , Genome, Fungal , RNA Polymerase III/genetics , Saccharomyces cerevisiae Proteins/physiology , Saccharomyces cerevisiae/genetics , Transcription, Genetic , Transcriptional Elongation Factors/physiology , Chromatin Immunoprecipitation , RNA Polymerase II/metabolism , RNA Polymerase III/metabolism , RNA Processing, Post-Transcriptional , Saccharomyces cerevisiae/metabolism , Transcription Factors, General/genetics , Transcription Factors, General/metabolism
17.
Bioinformatics ; 24(14): 1625-31, 2008 Jul 15.
Article in English | MEDLINE | ID: mdl-18508856

ABSTRACT

MOTIVATION: Protein-protein interaction networks provide insights into the relationships between the proteins of an organism thereby contributing to a better understanding of cellular processes. Nevertheless, large-scale interaction networks are available for only a few model organisms. Thus, interologs are useful for a systematic transfer of protein interaction networks between organisms. However, no standard tool is available so far for that purpose. RESULTS: In this study, we present an automated prediction tool developed for all sequenced genomes available in Integr8. We also have developed a second method to predict protein-protein interactions in the widely used cyanobacterium Synechocystis. Using these methods, we have constructed a new network of 8783 inferred interactions for Synechocystis. AVAILABILITY: InteroPORC is open-source, downloadable and usable through a web interface at http://biodev.extra.cea.fr/interoporc/.


Subject(s)
Computational Biology/methods , Cyanobacteria/genetics , Protein Interaction Mapping , Proteins/chemistry , Synechocystis/metabolism , Algorithms , Automation , Computer Simulation , Cyanobacteria/metabolism , Genome, Bacterial , Internet , Models, Biological , Protein Structure, Tertiary , Signal Processing, Computer-Assisted , Software , Synechocystis/genetics , Systems Biology
18.
BMC Genomics ; 8: 350, 2007 Oct 02.
Article in English | MEDLINE | ID: mdl-17910763

ABSTRACT

BACKGROUND: Cadmium is a persistent pollutant that threatens most biological organisms, including cyanobacteria that support a large part of the biosphere. Using a multifaceted approach, we have investigated the global responses to Cd and other relevant stresses (H2O2 and Fe) in the model cyanobacterium Synechocystis PCC6803. RESULTS: We found that cells respond to the Cd stress in a two main temporal phases process. In the "early" phase cells mainly limit Cd entry through the negative and positive regulation of numerous genes operating in metal uptake and export, respectively. As time proceeds, the number of responsive genes increases. In this "massive" phase, Cd downregulates most genes operating in (i) photosynthesis (PS) that normally provides ATP and NADPH; (ii) assimilation of carbon, nitrogen and sulfur that requires ATP and NAD(P)H; and (iii) translation machinery, a major consumer of ATP and nutrients. Simultaneously, many genes are upregulated, such as those involved in Fe acquisition, stress tolerance, and protein degradation (crucial to nutrients recycling). The most striking common effect of Cd and H2O2 is the disturbance of both light tolerance and Fe homeostasis, which appeared to be interdependent. Our results indicate that cells challenged with H2O2 or Cd use different strategies for the same purpose of supplying Fe atoms to Fe-requiring metalloenzymes and the SUF machinery, which synthesizes or repairs Fe-S centers. Cd-stressed cells preferentially breakdown their Fe-rich PS machinery, whereas H2O2-challenged cells preferentially accelerate the intake of Fe atoms from the medium. CONCLUSION: We view the responses to Cd as an integrated "Yin Yang" reprogramming of the whole metabolism, we found to be controlled by the Slr1738 regulator. As the Yin process, the ATP- and nutrients-sparing downregulation of anabolism limits the poisoning incorporation of Cd into metalloenzymes. As the compensatory Yang process, the PS breakdown liberates nutrient assimilates for the synthesis of Cd-tolerance proteins, among which we found the Slr0946 arsenate reductase enzyme.


Subject(s)
Bacterial Proteins/metabolism , Cadmium/toxicity , Metabolic Networks and Pathways/drug effects , Synechocystis/drug effects , Synechocystis/metabolism , Arsenate Reductases/physiology , Gene Expression Profiling , Gene Expression Regulation, Bacterial/drug effects , Homeostasis/drug effects , Homeostasis/genetics , Hydrogen Peroxide/pharmacology , Iron/metabolism , Metabolic Networks and Pathways/genetics , Metals/metabolism , Microbial Viability/drug effects , Nitrogen/metabolism , Oligonucleotide Array Sequence Analysis , Oxygen/pharmacology , Photosynthesis/drug effects , Photosynthesis/genetics , Protein Processing, Post-Translational/drug effects , Synechocystis/genetics , Time Factors , Transcription, Genetic/drug effects
19.
Kidney Int ; 67(6): 2168-77, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15882260

ABSTRACT

BACKGROUND: Idiopathic nephrotic syndrome is a proteinuric disease secondary to the release of a nonidentified circulating glomerular permeability factor by T cells. Because specificities of T-cell activation in idiopathic nephrotic syndrome remain unknown, we evaluated transcriptional activation of T cells in nephrotic patients during proteinuria. METHODS: Transcriptomes of CD2+ cells were analyzed by serial analysis of gene expression (SAGE) in a nephrotic child during proteinuria relapse and after remission, away from any immunosuppressive treatment. Expression of specific transcripts overexpressed during proteinuria relapse was compared by reverse transcription-polymerase chain reaction (RT-PCR) in CD2+ cells from 11 nephrotic patients during relapse and remission and 11 non nephrotic patients during infection and after recovery. RESULTS: Differential analysis of CD2+ cell transcriptome identified >200 mRNA tags overexpressed during proteinuria relapse, including many T-cell markers. RT-PCR analysis of expression of specific transcripts indicated that (1) under remission conditions, nephrotic children displayed induction of four transcripts, including IKBKB, and repression of NFKBIA as compared to non nephrotic children after recovery, and (2) proteinuria relapse was associated with induction of L-selectin and T-lymphocyte maturation-associated protein, two markers of T-cell differentiation and recent emigrant/naive T cells. CONCLUSION: Results indicate that circulating T cells from relapsing nephrotic patients include a significant population of low-mature cells while those from nephrotic patients in remission are characterized by constitutive activation of nuclear factor-kappaB (NF-kappaB), altogether suggesting a thymic dysregulation of apoptosis in nephrotic patients.


Subject(s)
Gene Expression Profiling , Nephrotic Syndrome/metabolism , T-Lymphocytes/metabolism , Thymus Gland/metabolism , CD2 Antigens/analysis , Child , Child, Preschool , Female , Humans , Kidney Glomerulus/metabolism , L-Selectin/genetics , Lymphocyte Activation , Male , Proteinuria/metabolism , RNA, Messenger/analysis , Recurrence
20.
Bioinformatics ; 21(8): 1550-8, 2005 Apr 15.
Article in English | MEDLINE | ID: mdl-15598835

ABSTRACT

MOTIVATION: To identify genetic conservation relative to precise aspects of developmental diversity, an essential question in computational biology, we developed a new comparative method that allows conserved modules for the best balance between protein sequence similarity and gene co-expression to be constructed, in invertebrates. RESULTS: Our method, referred to as the best-balance constraint procedure (BBCP), yielded 719 functionally conserved modules (FCMs) comprising 2-23 gene pairs. These modules were consistent with the developmental roles of orthologues as inferred from Gene Ontology, RNAi knockouts, InterPro and process-specific microarray data. New relationships were defined between genetic conservation and developmental diversity. Novel gene associations were indeed found in 94% of the FCMs, 150 modules being completely new. A significant proportion of the FCMs (18%, 132 modules) described cell type-specific mechanisms, comprising neuronal, muscle and germ cell signaling, new associations being found in 125 modules. Also found were gene associations for cell fate specification activities previously not highlighted by computational means, e.g. in FCMs containing homeogenes. These data indicate that highly discriminative description of genetic conservation can be deduced using BBCP, and reveal new correlations between cellular and developmental diversity and gene essentiality in invertebrates. CONTACT: christian.neri@broca.inserm.fr SUPPLEMENTARY INFORMATION: For supplementary information, please refer to Bioinformatics online.


Subject(s)
Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans Proteins/metabolism , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Gene Expression Profiling/methods , Gene Expression Regulation, Developmental/genetics , Animals , Caenorhabditis elegans Proteins/chemistry , Conserved Sequence , Drosophila Proteins/chemistry , Evolution, Molecular , Invertebrates , Sequence Homology, Amino Acid
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