Exploring hydrophilic sequence space to search for uncharted foldable proteins by AlphaFold2.

IF 1.6 Q4 BIOPHYSICS
Biophysics and physicobiology Pub Date : 2025-02-01 eCollection Date: 2025-01-01 DOI:10.2142/biophysico.bppb-v22.0005
Naoki Tomita, Hiroki Onoda, Leonard M G Chavas, George Chikenji
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引用次数: 0

Abstract

Proteins typically fold into unique three-dimensional structures largely driven by interactions between hydrophobic amino acids. This understanding has helped improve our knowledge of protein folding. However, recent research has shown an exception to this idea, demonstrating that specific threonine-rich peptides have a strong tendency to form β-hairpin structures, even in the highly hydrophilic amino acid sequences. This finding suggests that the hydrophilic amino acid sequence space still leaves room for exploring foldable amino acid sequences. In this study, we conducted a systematic exploration of the repetitive amino acid sequence space by AlphaFold2 (AF2), with a focus on sequences composed exclusively of hydrophilic residues, to investigate their potential for adopting unique structures. As a result, the sequence space exploration suggested that several repetitive threonine-rich sequences adopt distinctive conformations and these conformational shapes can be influenced by the length of the sequence unit. Moreover, the analysis of structural dataset suggested that threonine contributes to the structural stabilization by forming non-polar atom packing that tolerates unsatisfied hydrogen bonds, and while also supporting other residues in forming hydrogen bonds. Our findings will broaden the horizons for the discovery of foldable amino acid sequences consisting solely of hydrophilic residues and help us clarify the unknown mechanisms of protein structural stabilization.

利用AlphaFold2探索亲水序列空间,寻找未知的可折叠蛋白。
蛋白质通常折叠成独特的三维结构,主要是由疏水氨基酸之间的相互作用驱动的。这种认识有助于提高我们对蛋白质折叠的认识。然而,最近的研究表明了这一观点的一个例外,表明特定的富含苏氨酸的肽具有形成β-发夹结构的强烈倾向,即使在高度亲水的氨基酸序列中也是如此。这一发现表明亲水氨基酸序列空间仍有探索可折叠氨基酸序列的空间。在这项研究中,我们利用AlphaFold2 (AF2)对重复氨基酸序列空间进行了系统的探索,重点研究了仅由亲水性残基组成的序列,以研究它们采用独特结构的潜力。因此,序列空间探索表明,几个重复的富苏氨酸序列具有不同的构象形状,这些构象形状可能受到序列单元长度的影响。此外,对结构数据集的分析表明,苏氨酸通过形成非极性原子填料来促进结构稳定,该填料可以容忍不满足的氢键,同时也支持其他残基形成氢键。我们的发现将为发现仅由亲水性残基组成的可折叠氨基酸序列拓宽视野,并帮助我们澄清蛋白质结构稳定的未知机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
2.10
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