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1.
Annu Rev Food Sci Technol ; 11: 365-387, 2020 03 25.
Artigo em Inglês | MEDLINE | ID: mdl-31951485

RESUMO

The structure and interactions of proteins play a critical role in determining the quality attributes of many foods, beverages, and pharmaceutical products. Incorporating a multiscale understanding of the structure-function relationships of proteins can provide greater insight into, and control of, the relevant processes at play. Combining data from experimental measurements, human sensory panels, and computer simulations through machine learning allows the construction of statistical models relating nanoscale properties of proteins to the physicochemical properties, physiological outcomes, and tastes of foods. This review highlights several examples of advanced computer simulations at molecular, mesoscale, and multiscale levels that shed light on the mechanisms at play in foods, thereby facilitating their control. It includes a practical simulation toolbox for those new to in silico modeling.


Assuntos
Simulação por Computador , Proteínas Alimentares/administração & dosagem , Alimentos , Proteínas Alimentares/química , Relação Estrutura-Atividade
2.
PLoS One ; 9(2): e88555, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24551117

RESUMO

Despite the large number of studies available on nicotinic acetylcholine receptors, a complete account of the mechanistic aspects of their gating transition in response to ligand binding still remains elusive. As a first step toward dissecting the transition mechanism by accelerated sampling techniques, we study the ligand-induced conformational changes of the acetylcholine binding protein (AChBP), a widely accepted model for the full receptor extracellular domain. Using unbiased Molecular Dynamics (MD) and Temperature Accelerated Molecular Dynamics (TAMD) simulations we investigate the AChBP transition between the apo and the agonist-bound state. In long standard MD simulations, both conformations of the native protein are stable, while the agonist-bound structure evolves toward the apo one if the orientation of few key sidechains in the orthosteric cavity is modified. Conversely, TAMD simulations initiated from the native conformations are able to produce the spontaneous transition. With respect to the modified conformations, TAMD accelerates the transition by at least a factor 10. The analysis of some specific residue-residue interactions points out that the transition mechanism is based on the disruption/formation of few key hydrogen bonds. Finally, while early events of ligand dissociation are observed already in standard MD, TAMD accelerates the ligand detachment and, at the highest TAMD effective temperature, it is able to produce a complete dissociation path in one AChBP subunit.


Assuntos
Proteínas de Transporte/química , Lobelina/química , Simulação de Dinâmica Molecular , Agonistas Nicotínicos/química , Subunidades Proteicas/química , Animais , Sítios de Ligação , Ligação de Hidrogênio , Ligantes , Moluscos/química , Ligação Proteica , Conformação Proteica , Temperatura
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