Improved detection and phylogenetic analysis of plant proteins containing LysM domains.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Dardo Dallachiesa, O Mario Aguilar, Mauricio J Lozano
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Abstract

Plants perceive N-acetyl-d-glucosamine-containing oligosaccharides that play a role in the interaction with bacteria and fungi, through cell-surface receptors containing a tight bundle of three LysM domains in their extracellular region. However, the identification of LysM domains of receptor-like kinases (RLK)/receptor-like proteins (RLP) using sequence based methods has led to some ambiguity, as some proteins have been annotated with only one or two LysM domains. This missing annotation was likely produced by the failure of the LysM hidden Markov model (HMM) from the Pfam database to correctly identify some LysM domains in proteins of plant origin. In this work, we provide improved HMMs for LysM domain detection in plants, that were built from the structural alignment of manually curated LysM domain structures from the Protein Data Bank and AlphaFold Protein Structure Database. Furthermore, we evaluated different sets of ligand-specific HMMs that were able to correctly classify a limited set of fully characterised RLK/Ps by their ligand specificity. In contrast, the phylogenetic analysis of the extracellular region of RLK/Ps, or of their individual LysM domains, was unable to discriminate these proteins by their ligand specificity. The HMMs reported here will allow a more sensitive detection of plant proteins containing LysM domains and help improve their characterisation.

改进含有LysM结构域的植物蛋白的检测和系统发育分析。
植物感知含有n -乙酰-d-氨基葡萄糖的寡糖在与细菌和真菌的相互作用中发挥作用,通过细胞外区域含有三个紧密束LysM结构域的细胞表面受体。然而,使用基于序列的方法鉴定受体样激酶(RLK)/受体样蛋白(RLP)的LysM结构域导致了一些歧义,因为一些蛋白质只注释了一个或两个LysM结构域。这种缺失的注释可能是由于Pfam数据库中的LysM隐马尔可夫模型(HMM)未能正确识别植物源蛋白中的一些LysM结构域而产生的。在这项工作中,我们提供了用于植物中LysM结构域检测的改进hmm,这些hmm是通过对蛋白质数据库和AlphaFold蛋白质结构数据库中人工整理的LysM结构域结构进行结构比对而构建的。此外,我们评估了不同的配体特异性hmm,这些hmm能够通过配体特异性对有限的完全表征的RLK/Ps进行正确分类。相比之下,RLK/Ps的细胞外区域或其单个LysM结构域的系统发育分析无法通过配体特异性区分这些蛋白质。本文报道的hmm将允许对含有LysM结构域的植物蛋白进行更灵敏的检测,并有助于改善其特性。
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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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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