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1.
J Integr Bioinform ; 19(2)2022 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-35776840

RESUMO

We discuss how design enriches molecular science, particularly structural biology and bioinformatics. We present two use cases, one in academic practice and the other to design for outreach. The first case targets the representation of ion channels and their dynamic properties. In the second, we document a transition process from a research environment to general-purpose designs. Several testimonials from practitioners are given. By describing the design process of abstracted shapes, exploded views of molecular structures, motion-averaged slices, 360-degree panoramic projections, and experiments with lit sphere shading, we document how designers help make scientific data accessible without betraying its meaning, and how a creative mind adds value over purely data-driven visualizations. A similar conclusion was drawn for public outreach, as we found that comic-book-style drawings are better suited for communicating science to a broad audience.


Assuntos
Biologia Molecular
2.
Proc Natl Acad Sci U S A ; 116(51): 26057-26065, 2019 12 17.
Artigo em Inglês | MEDLINE | ID: mdl-31772010

RESUMO

Protein aggregation is a complex physiological process, primarily determined by stress-related factors revealing the hidden aggregation propensity of proteins that otherwise are fully soluble. Here we report a mechanism by which glycolytic glyceraldehyde-3-phosphate dehydrogenase of Arabidopsis thaliana (AtGAPC1) is primed to form insoluble aggregates by the glutathionylation of its catalytic cysteine (Cys149). Following a lag phase, glutathionylated AtGAPC1 initiates a self-aggregation process resulting in the formation of branched chains of globular particles made of partially misfolded and totally inactive proteins. GSH molecules within AtGAPC1 active sites are suggested to provide the initial destabilizing signal. The following removal of glutathione by the formation of an intramolecular disulfide bond between Cys149 and Cys153 reinforces the aggregation process. Physiological reductases, thioredoxins and glutaredoxins, could not dissolve AtGAPC1 aggregates but could efficiently contrast their growth. Besides acting as a protective mechanism against overoxidation, S-glutathionylation of AtGAPC1 triggers an unexpected aggregation pathway with completely different and still unexplored physiological implications.


Assuntos
Arabidopsis/metabolismo , Glutationa/metabolismo , Gliceraldeído-3-Fosfato Desidrogenases/química , Gliceraldeído-3-Fosfato Desidrogenases/metabolismo , Anotação de Sequência Molecular , Proteínas de Arabidopsis/química , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Domínio Catalítico , Glutarredoxinas/metabolismo , Glutationa/química , Dissulfeto de Glutationa/química , Gliceraldeído-3-Fosfato Desidrogenase (Fosforiladora)/química , Gliceraldeído-3-Fosfato Desidrogenase (Fosforiladora)/genética , Gliceraldeído-3-Fosfato Desidrogenase (Fosforiladora)/metabolismo , Gliceraldeído-3-Fosfato Desidrogenases/genética , Cinética , Simulação de Dinâmica Molecular , Oxirredução , Dobramento de Proteína , Solubilidade , Tiorredoxinas/metabolismo
3.
Elife ; 72018 07 19.
Artigo em Inglês | MEDLINE | ID: mdl-30024850

RESUMO

In vivo, the primary molecular mechanotransductive events mechanically initiating cell differentiation remain unknown. Here we find the molecular stretching of the highly conserved Y654-ß-catenin-D665-E-cadherin binding site as mechanically induced by tissue strain. It triggers the increase of accessibility of the Y654 site, target of the Src42A kinase phosphorylation leading to irreversible unbinding. Molecular dynamics simulations of the ß-catenin/E-cadherin complex under a force mimicking a 6 pN physiological mechanical strain predict a local 45% stretching between the two α-helices linked by the site and a 15% increase in accessibility of the phosphorylation site. Both are quantitatively observed using FRET lifetime imaging and non-phospho Y654 specific antibody labelling, in response to the mechanical strains developed by endogenous and magnetically mimicked early mesoderm invagination of gastrulating Drosophila embryos. This is followed by the predicted release of 16% of ß-catenin from junctions, observed in FRAP, which initiates the mechanical activation of the ß-catenin pathway process.


Assuntos
Proteínas do Domínio Armadillo/metabolismo , Caderinas/metabolismo , Diferenciação Celular , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/citologia , Drosophila melanogaster/metabolismo , Fatores de Transcrição/metabolismo , Sequência de Aminoácidos , Animais , Proteínas do Domínio Armadillo/química , Sítios de Ligação , Caderinas/química , Proteínas de Drosophila/química , Transferência Ressonante de Energia de Fluorescência , Mecanotransdução Celular , Simulação de Dinâmica Molecular , Fosforilação , Ligação Proteica , Conformação Proteica , Proteínas Proto-Oncogênicas pp60(c-src)/química , Proteínas Proto-Oncogênicas pp60(c-src)/metabolismo , Homologia de Sequência , Fatores de Transcrição/química
4.
J Integr Bioinform ; 15(2)2018 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-29927748

RESUMO

Proteomic and transcriptomic technologies resulted in massive biological datasets, their interpretation requiring sophisticated computational strategies. Efficient and intuitive real-time analysis remains challenging. We use proteomic data on 1417 proteins of the green microalga Chlamydomonas reinhardtii to investigate physicochemical parameters governing selectivity of three cysteine-based redox post translational modifications (PTM): glutathionylation (SSG), nitrosylation (SNO) and disulphide bonds (SS) reduced by thioredoxins. We aim to understand underlying molecular mechanisms and structural determinants through integration of redox proteome data from gene- to structural level. Our interactive visual analytics approach on an 8.3 m2 display wall of 25 MPixel resolution features stereoscopic three dimensions (3D) representation performed by UnityMol WebGL. Virtual reality headsets complement the range of usage configurations for fully immersive tasks. Our experiments confirm that fast access to a rich cross-linked database is necessary for immersive analysis of structural data. We emphasize the possibility to display complex data structures and relationships in 3D, intrinsic to molecular structure visualization, but less common for omics-network analysis. Our setup is powered by MinOmics, an integrated analysis pipeline and visualization framework dedicated to multi-omics analysis. MinOmics integrates data from various sources into a materialized physical repository. We evaluate its performance, a design criterion for the framework.


Assuntos
Proteínas de Algas/metabolismo , Chlamydomonas reinhardtii/metabolismo , Gráficos por Computador , Processamento de Proteína Pós-Traducional , Software , Proteínas de Algas/química , Chlamydomonas reinhardtii/química , Imageamento Tridimensional , Modelos Estruturais , Oxirredução , Conformação Proteica , Mapas de Interação de Proteínas , Proteoma/análise , Proteômica/métodos , Realidade Virtual
5.
Biochimie ; 113: 54-8, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25841341

RESUMO

Many mutations responsible of Fabry disease destabilize lysosomal alpha-galactosidase, but retain the enzymatic activity. These mutations are associated to a milder phenotype and are potentially curable with a pharmacological therapy either with chaperones or with drugs that modulate proteostasis. We demonstrate the effectiveness of molecular dynamics simulations to correlate the genotype to the severity of the disease. We studied the relation between protein flexibility and residual enzymatic activity of pathological missense mutants in the cell. We found that mutations occurring at flexible sites are likely to retain activity in vivo. The usefulness of molecular dynamics for diagnostic purposes is not limited to lysosomal galactosidase because destabilizing mutations are widely encountered in other proteins, too, and represent a large share of all the ones associated to human diseases.


Assuntos
Doença de Fabry , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Mutação , alfa-Galactosidase , Doença de Fabry/enzimologia , Doença de Fabry/genética , Humanos , alfa-Galactosidase/química , alfa-Galactosidase/genética
6.
Nat Struct Mol Biol ; 19(6): 642-9, 2012 May 13.
Artigo em Inglês | MEDLINE | ID: mdl-22580559

RESUMO

Pentameric ligand-gated ion channels mediate signal transduction through conformational transitions between closed-pore and open-pore states. To stabilize a closed conformation of GLIC, a bacterial proton-gated homolog from Gloeobacter violaceus whose open structure is known, we separately generated either four cross-links or two single mutations. We found all six mutants to be in the same 'locally closed' conformation using X-ray crystallography, sharing most of the features of the open form but showing a locally closed pore as a result of a concerted bending of all of its M2 helices. The mutants adopt several variant conformations of the M2-M3 loop, and in all cases an interacting lipid that is observed in the open form disappears. A single cross-linked mutant is functional, according to electrophysiology, and the locally closed structure of this mutant indicates that it has an increased flexibility. Further cross-linking, accessibility and molecular dynamics data suggest that the locally closed form is a functionally relevant conformation that occurs during allosteric gating transitions.


Assuntos
Proteínas de Bactérias/química , Cianobactérias/química , Canais Iônicos/química , Prótons , Regulação Alostérica , Sequência de Aminoácidos , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Cristalografia por Raios X , Cianobactérias/genética , Cianobactérias/metabolismo , Cisteína/química , Cisteína/genética , Cisteína/metabolismo , Ativação do Canal Iônico , Canais Iônicos/genética , Canais Iônicos/metabolismo , Simulação de Dinâmica Molecular , Mutação , Conformação Proteica
7.
Biophys J ; 101(6): 1440-9, 2011 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-21943425

RESUMO

We investigate the conformational dynamics and mechanical properties of guanylate kinase (GK) using a multiscale approach combining high-resolution atomistic molecular dynamics and low-resolution Brownian dynamics simulations. The GK enzyme is subject to large conformational changes, leading from an open to a closed form, which are further influenced by the presence of nucleotides. As suggested by recent work on simple coarse-grained models of apo-GK, we primarily focus on GK's closure mechanism with the aim to establish a detailed picture of the hierarchy and chronology of structural events essential for the enzymatic reaction. We have investigated open-versus-closed, apo-versus-holo, and substrate-versus-product-loaded forms of the GK enzyme. Bound ligands significantly modulate the mechanical and dynamical properties of GK and rigidity profiles of open and closed states hint at functionally important differences. Our data emphasizes the role of magnesium, highlights a water channel permitting active site hydration, and reveals a structural lock that stabilizes the closed form of the enzyme.


Assuntos
Guanilato Quinases/química , Guanilato Quinases/metabolismo , Simulação de Dinâmica Molecular , Nucleotídeos/metabolismo , Trifosfato de Adenosina/metabolismo , Sequência de Aminoácidos , Animais , Apoenzimas/química , Apoenzimas/metabolismo , Fenômenos Biomecânicos , Domínio Catalítico , Guanosina Monofosfato/metabolismo , Camundongos , Dados de Sequência Molecular , Mycobacterium tuberculosis/enzimologia , Ligação Proteica
8.
Chembiochem ; 11(5): 653-63, 2010 Mar 22.
Artigo em Inglês | MEDLINE | ID: mdl-20187057

RESUMO

We have implemented a noninvasive optical method for the fast control of protein activity in a live zebrafish embryo. It relies on releasing a protein fused to a modified estrogen receptor ligand binding domain from its complex with cytoplasmic chaperones, upon the local photoactivation of a nonendogenous caged inducer. Molecular dynamics simulations were used to design cyclofen-OH, a photochemically stable inducer of the receptor specific for 4-hydroxy-tamoxifen (ER(T2)). Cyclofen-OH was easily synthesized in two steps with good yields. At submicromolar concentrations, it activates proteins fused to the ER(T2) receptor. This was shown in cultured cells and in zebrafish embryos through emission properties and subcellular localization of properly engineered fluorescent proteins. Cyclofen-OH was successfully caged with various photolabile protecting groups. One particular caged compound was efficient in photoinducing the nuclear translocation of fluorescent proteins either globally (with 365 nm UV illumination) or locally (with a focused UV laser or with two-photon illumination at 750 nm). The present method for photocontrol of protein activity could be used more generally to investigate important physiological processes (e.g., in embryogenesis, organ regeneration and carcinogenesis) with high spatiotemporal resolution.


Assuntos
Receptores de Estrogênio/metabolismo , Proteínas Recombinantes de Fusão/metabolismo , Peixe-Zebra/genética , Animais , Linhagem Celular , Chlorocebus aethiops , Ciclofenil/química , Embrião não Mamífero/metabolismo , Proteínas de Fluorescência Verde/análise , Proteínas de Fluorescência Verde/metabolismo , Chaperonas Moleculares/metabolismo , Simulação de Dinâmica Molecular , Processos Fotoquímicos , Fótons , Receptores de Estrogênio/genética , Proteínas Recombinantes de Fusão/análise , Tamoxifeno/análogos & derivados , Tamoxifeno/química , Tamoxifeno/farmacologia , Raios Ultravioleta , Peixe-Zebra/embriologia , Peixe-Zebra/metabolismo
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