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Substrate binding to Hsp70 chaperones is involved in many biological processes, and the identification of potential substrates is important for a comprehensive understanding of these events. We present a multi‐scale pipeline for an accurate, yet efficient prediction of peptides binding to the Hsp70 chaperone BiP by combining sequence‐based prediction with molecular docking and MMPBSA calculations. First, we measured the binding of 15mer peptides from known substrate proteins of BiP by peptide array (PA) experiments and performed an accuracy assessment of the PA data by fluorescence anisotropy studies. Several sequence‐based prediction models were fitted using this and other peptide binding data. A structure‐based position‐specific scoring matrix (SB‐PSSM) derived solely from structural modeling data forms the core of all models. The matrix elements are based on a combination of binding energy estimations, molecular dynamics simulations, and analysis of the BiP binding site, which led to new insights into the peptide binding specificities of the chaperone. Using this SB‐PSSM, peptide binders could be predicted with high selectivity even without training of the model on experimental data. Additional training further increased the prediction accuracies. Subsequent molecular docking (DynaDock) and MMGBSA/MMPBSA‐based binding affinity estimations for predicted binders allowed the identification of the correct binding mode of the peptides as well as the calculation of nearly quantitative binding affinities. The general concept behind the developed multi‐scale pipeline can readily be applied to other protein‐peptide complexes with linearly bound peptides, for which sufficient experimental binding data for the training of classical sequence‐based prediction models is not available. Proteins 2016; 84:1390–1407. © 2016 Wiley Periodicals, Inc.  相似文献   
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We developed an integrated method to identify aptamers with only 10 fixed nucleotides through ligation and removal of primer binding sites within the systematic evolution of ligands by exponential enrichment (SELEX) process. This Tailored-SELEX approach was validated by identifying a Spiegelmer (‘mirror-image aptamer’) that inhibits the action of the migraine-associated target calcitonin gene-related peptide 1 (α-CGRP) with an IC50 of 3 nM at 37°C in cell culture. Aptamers are oligonucleotide ligands that can be generated to bind to targets with high affinity and specificity. Stabilized aptamers and Spiegelmers have shown activity in vivo and may be used as therapeutics. Aptamers are isolated by in vitro selection from combinatorial nucleic acid libraries that are composed of a central randomized region and additional fixed primer binding sites with ~30–40 nt. The identified sequences are usually not short enough for efficient chemical Spiegelmer synthesis, post-SELEX stabilization of aptamers and economical production. If the terminal primer binding sites are part of the target recognizing domain, truncation of aptamers has proven difficult and laborious. Tailored-SELEX results in short sequences that can be tested more rapidly in biological systems. Currently, our identified CGRP binding Spiegelmer serves as a lead compound for in vivo studies.  相似文献   
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Protein kinase C (PKC) isoforms exert specific intracellular functions, but the different isoforms display little substrate specificity in vitro. Selective PKC isoform targeting may be a mechanism to achieve specificity. We used a green fluorescent fusion protein (GFP) to test the hypothesis that local changes in [Ca(2+)](i) regulate translocation of PKCalpha and that different modes of Ca(2+) and Ca(2+) release play a role in PKCalpha targeting. We constructed deletion mutants of PKCalpha to analyze the Ca(2+)-sensitive domains and their role in targeting. Confocal microscopy was used and [Ca(2+)](i) was measured by fluo-3. The fusion protein PKCalpha-GFP was expressed in vascular smooth muscle cells and showed a cytosolic distribution similar to the wild-type PKCalpha protein. The Ca(2+) ionophore ionomycin induced a speckled cytosolic PKCalpha-GFP distribution, followed by membrane translocation, while depolarization by KCl induced primarily membrane translocation. Selective voltage-operated Ca(2+) channel opening led to a localized accumulation of PKCalpha-GFP near the plasma membrane. Opening Ca(2+) stores with InsP(3), thapsigargin, or ryanodine induced a specific PKCalpha-GFP targeting to distinct intracellular areas. The G-protein-coupled receptor agonist thrombin induced a rapid translocation of the fusion protein to focal domains. The tyrosine kinase receptor agonist PDGF induced Ca(2+) influx and led to a linear PKCalpha-GFP membrane association. PKCalpha-GFP deletion mutants demonstrated that the C2 domain, but not the catalytic subunit, is necessary for Ca(2+)-induced PKCalpha targeting. Targeting was also abolished when the ATP binding site was deleted. We conclude that PKCalpha can rapidly be translocated to distinct intracellular or membrane domains by local increases in [Ca(2+)](i). The targeting mechanism is dependent on the C2 and ATP binding site of the enzyme. Localized [Ca(2+)](i) changes determine the spatial and temporal targeting of PKCalpha.  相似文献   
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During refolding and reassociation of chemically denatured non-glycosylated invertase from Saccharomyces cerevisiae, aggregation competes with correct folding, leading to low yields of reactivation (Kern et al. (1992) Protein Sci. 1, 120-131). In the presence of the chaperone GroEL, refolding is completely arrested. This suggests the formation of a stable complex between GroEL and non-native non-glycosylated invertase. Addition of MgATP results in a slow release of active invertase from the chaperone complex. When GroEL/ES and MgATP are present during refolding, the final reactivation yield increases from 14% to 36%. In contrast, refolding of the core-glycosylated and the high-mannose glycosylated forms of invertase is not arrested by GroEL. Only a short lag phase at the beginning of reactivation and a slightly increased reactivation yield (64% to 86% for core-glycosylated and 62% to 76% for external invertase) indicate a weak interaction of the glycosylated forms with the chaperone.  相似文献   
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Eucaryotic nuclei are surrounded by a double-membrane system enclosing a central cisterna which is continuous with the endoplasmic reticulum and serves as a calcium store for intracellular signaling. The envelope regulates protein and nucleic acid traffic between the nucleus and the cytoplasm via nuclear pores. These protein tunnels cross through both nuclear membranes and are permeable for large molecules. Surprisingly, patch clamp recordings from isolated nuclei of different cell species have revealed a high resistance of the envelope, enabling tight seals and the resolution of single ion channel activity. Here we present for the first time single-channel recordings from nuclei prepared from neuronal tissue. Nuclei isolated from rat cerebral cortex displayed spontaneous long-lasting large conductances in the nucleus-attached mode as well as in excised patches. The open times are in the range of seconds and channel activity increases with depolarization. The single-channel conductance in symmetrical K+ is 166 pS. The channels are selective for cations with P K/P Na= 2. They are neither permeable to, nor gated by Ca2+. Thus, neuronal tissue nuclei contain a large conductance ion channel selective for monovalent cations which may contribute to ionic homeostasis in the complex compartments surrounding these organelles. Received: 12 November 1996/Revised: 18 February 1997  相似文献   
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The physiological effects of social rank were examined in three different experiments with Neolamprologus pulcher a cooperatively breeding cichlid, endemic to Lake Tanganyika, East Africa. The effects of rank on physiology between pairs of dominant and subordinate size‐matched fish (experiment 1) and among groups of four size‐matched fish (experiment 2) were examined. A third experiment mimicked the natural social structure in the wild; pairs were observed with other group members including breeders. The effect of social position was investigated on growth rates, liver concentrations of adenosine triphospate (ATP), lipids, proteins, creatine phosphate (CrP), glucose and glycogen as well as plasma cortisol. In naturalistic group settings, dominants displayed higher levels of liver protein and plasma cortisol. In the absence of breeders, dominant individuals (of helper pairs) had higher liver glycogen levels and dominant fish (held in groups of four) grew most. These results support previous cooperatively breeding mammal studies and suggest that dominant individuals experience higher cortisol levels as well as higher growth rates.  相似文献   
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