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Phage display can select over-hydrophobic sequences that may impair prediction of natural domain-peptide interactions

机译:噬菌体展示可能会选择过度疏水的序列,这可能会削弱对天然域-肽相互作用的预测

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Motivation: The phage display peptide selection approach is widely used for defining binding specificities of globular domains. PDZ domains recognize partner proteins via C-terminal motifs and are often used as a model for interaction predictions. Here, we investigated to which extent phage display data that were recently published for 54 human PDZ domains can be applied to the prediction of human PDZ-peptide interactions.Results: Promising predictions were obtained for one-third of the 54 PDZ domains. For the other two-thirds, we detected in the phage display peptides an important bias for hydrophobic amino acids that seemed to impair correct predictions. Therefore, phage display-selected peptides may be over-hydrophobic and of high affinity, while natural interaction motifs are rather hydrophilic and mostly combine low affinity with high specificity. We suggest that potential amino acid composition bias should systematically be investigated when applying phage display data to the prediction of specific natural domain-linear motif interactions.
机译:动机:噬菌体展示肽选择方法被广泛用于定义球状结构域的结合特异性。 PDZ域通过C端基元识别伴侣蛋白,通常用作相互作用预测的模型。在这里,我们调查了在何种程度上噬菌体展示数据最近发布的54个人类PDZ域可以用于人类PDZ肽相互作用的预测。结果:对54个PDZ域的三分之一获得了有希望的预测。对于另外三分之二,我们在噬菌体展示肽中检测到疏水氨基酸的重要偏差,这似乎会损害正确的预测。因此,噬菌体展示选择的肽可能是超疏水的并且具有高亲和力,而天然相互作用基序相当亲水并且大部分结合了低亲和力和高特异性。我们建议,在将噬菌体展示数据应用于特定自然域-线性基序相互作用的预测时,应系统地研究潜在的氨基酸组成偏倚。

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