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序列相邻的无规则区域是否会促进无规则蛋白质的结构灵活性?

Do sequence neighbours of intrinsically disordered regions promote structural flexibility in intrinsically disordered proteins?

机构信息

Computational Structural Biology Lab, Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India.

Computational Structural Biology Lab, Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India.

出版信息

J Struct Biol. 2020 Feb 1;209(2):107428. doi: 10.1016/j.jsb.2019.107428. Epub 2019 Nov 20.

Abstract

Intrinsically disordered proteins (IDPs) are crucial players in various cellular activities. Several experimental and computational analyses have been conducted to study structural pliability and functional potential of IDPs. In spite of active research in past few decades, what induces structural disorder in IDPs and how is still elusive. Many studies testify that sequential and spatial neighbours often play important roles in determining structural and functional behaviour of proteins. Considering this fact, we assessed sequence neighbours of intrinsically disordered regions (IDRs) to understand if they have any role to play in inducing structural flexibility in IDPs. Our analysis includes 97% eukaryotic IDPs and 3% from bacteria and viruses. Physicochemical and structural parameters including amino acid propensity, hydrophobicity, secondary structure propensity, relative solvent accessibility, B-factor and atomic packing density are used to characterise the neighbouring residues of IDRs (NRIs). We show that NRIs exhibit a unique nature, which makes them stand out from both ordered and disordered residues. They show correlative occurrences of residue pairs like Ser-Thr and Gln-Asn, indicating their tendency to avoid strong biases of order or disorder promoting amino acids. We also find differential preferences of amino acids between N- and C-terminal neighbours, which might indicate a plausible directional effect on the dynamics of adjacent IDRs. We designed an efficient prediction tool using Random Forest to distinguish the NRIs from the ordered residues. Our findings will contribute to understand the behaviour of IDPs, and may provide potential lead in deciphering the role of IDRs in protein folding and assembly.

摘要

无规卷曲蛋白质(IDPs)是各种细胞活动的关键参与者。已经进行了一些实验和计算分析来研究 IDPs 的结构柔韧性和功能潜力。尽管在过去几十年中进行了积极的研究,但是什么导致 IDPs 结构无序以及如何仍然难以捉摸。许多研究证明,序列和空间邻居经常在确定蛋白质的结构和功能行为方面发挥重要作用。考虑到这一事实,我们评估了无规卷曲区域(IDRs)的序列邻居,以了解它们是否在诱导 IDPs 的结构灵活性方面发挥作用。我们的分析包括 97%的真核 IDPs 和 3%的细菌和病毒。理化和结构参数,包括氨基酸倾向、疏水性、二级结构倾向、相对溶剂可及性、B 因子和原子堆积密度,用于表征 IDRs(NRIs)的相邻残基。我们表明,NRIs 表现出独特的性质,使它们与有序和无序残基区分开来。它们显示出残基对如 Ser-Thr 和 Gln-Asn 的相关出现,表明它们倾向于避免强烈的有序或无序促进氨基酸的偏见。我们还发现 N-和 C-末端邻居之间的氨基酸偏好存在差异,这可能表明对相邻 IDRs 动力学的合理方向效应。我们使用随机森林设计了一种有效的预测工具来区分 NRIs 和有序残基。我们的发现将有助于理解 IDPs 的行为,并可能为破译 IDRs 在蛋白质折叠和组装中的作用提供潜在线索。

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