在基于折叠的功能预测时代追溯原始蛋白质折叠的功能扩展:β-三叶因子。

Tracing the function expansion for a primordial protein fold in the era of fold-based function prediction: β-trefoil.

作者信息

Goswami Moushmi, Srinivasan Subhashini

机构信息

Institute of Bioinformatics and Applied Biotechnology, Bangalore, India.

出版信息

PLoS One. 2025 Jul 3;20(7):e0320177. doi: 10.1371/journal.pone.0320177. eCollection 2025.

Abstract

The incredibly narrow protein fold bottleneck, which separates the billions of unique proteins on one side to deliver diverse biological functions on the other, arises from folds that tolerate mutations during evolution. One such fold, called the β-trefoil, is present in functionally diverse proteins including cytokines involved in the immune system such as interleukin-1. The unrecognizable sequence-level diversity, even among paralogs of interleukin-1 within the same chromosomal locus, suggests the resilience of this fold to mutational onslaught. Furthermore, β-trefoil domain containing-proteins are known to coexist with other domains to achieve functional diversity. In this study, we challenge the reach and limitations of function prediction using fold-fold comparison using β-trefoil fold as an example. We identified proteins containing β-trefoil fold belonging to thirty-two distinct functional classes based on diverse domain architecture and/or functional annotation by mining both the PDB and AlphaFold databases using fold-fold comparison. Among the proteins with novel domain architecture we find β-trefoil along with chitinase, lipase, β-glucosidase, protein kinase, peptidoglycan-binding + peptidase matrixin, glycosyl hydrolases family 3 + PA14 + fibronectin type- III, alpha galactosidase A, PhoD-like phosphatase, insecticidal crystal toxin, trypsin, alginate lyase and two novel structurally uncharacterized domains. We demonstrate that fold-fold comparison can extend function prediction beyond the reach of sequence-based approach and provides an opportunity to discover novel domain architecture associated with known folds. However, since extending fold similarity to functional similarity may be challenged by convergent fold evolution, we explore if β-trefoil may be a convergent evolution and share our hypothesis.

摘要

极其狭窄的蛋白质折叠瓶颈,将一侧数十亿种独特的蛋白质分隔开来,以便在另一侧实现多样的生物学功能,它源自于在进化过程中能够容忍突变的折叠结构。一种这样的折叠结构,称为β-三叶形结构,存在于功能多样的蛋白质中,包括参与免疫系统的细胞因子,如白细胞介素-1。即使在同一染色体位点内白细胞介素-1的旁系同源物之间,序列水平的多样性也难以识别,这表明这种折叠结构对突变冲击具有很强的适应性。此外,已知含有β-三叶形结构域的蛋白质会与其他结构域共存以实现功能多样性。在本研究中,我们以β-三叶形折叠为例,通过折叠-折叠比较来挑战功能预测的范围和局限性。我们通过折叠-折叠比较挖掘蛋白质数据银行(PDB)和AlphaFold数据库,基于不同的结构域架构和/或功能注释,鉴定出含有β-三叶形折叠且属于32个不同功能类别的蛋白质。在具有新型结构域架构的蛋白质中,我们发现β-三叶形结构与几丁质酶、脂肪酶、β-葡萄糖苷酶、蛋白激酶、肽聚糖结合+肽酶基质金属蛋白酶、糖基水解酶家族3+PA14+纤连蛋白III型、α-半乳糖苷酶A、PhoD样磷酸酶、杀虫晶体毒素、胰蛋白酶、海藻酸裂合酶以及两个新型结构未表征的结构域共存。我们证明,折叠-折叠比较可以将功能预测扩展到基于序列的方法无法企及的范围,并提供了一个发现与已知折叠相关的新型结构域架构的机会。然而,由于将折叠相似性扩展到功能相似性可能会受到趋同折叠进化的挑战,我们探讨了β-三叶形结构是否可能是趋同进化,并分享了我们的假设。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ced/12225799/df6264fe6b33/pone.0320177.g001.jpg

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