A computational study of venom as drug library: Discovery of multifunctional astacin-like metalloproteases from Androctonus zagrosensis venom gland transcriptome

IF 6.3 2区 医学 Q1 BIOLOGY
Fatemeh Salabi
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引用次数: 0

Abstract

Astacin metalloproteases, zinc-dependent endopeptidases of the metzincin superfamily with medicinal potential, represent promising therapeutic targets. Recognizing scorpion venom as a rich drug discovery resource and acknowledging that computational approaches can accelerate the translation of these discoveries into treatments, we leveraged transcriptomic data as a 'drug discovery library' to identify venom astacin metalloproteinases (VAMPs) in the medically important scorpion Androctonus zagrosensis. Through a customized local database, we conducted the first comprehensive analysis of VAMPs, identifying 23 novel genes featuring the conserved HEXXHXXGXXH motif and characteristic domains (CUB, EGF-like, MAM). In detail, these were classified into four groups including scorpion tolloid proteins (scTLDs), BMP1/TLD-like proteinases, astacin-like metallopeptidases, and meprin A subunit β-like proteinases.
Domain architectures revealed evolutionary adaptations: scTLDs maintain a conserved five-CUB/two-EGF configuration, BMP1/TLD-like variants exhibit CUB/EGF diversity, astacin-like MPs retain only the catalytic domain, and meprin β-like proteinases feature an MAM domain. Physicochemical profiling showed subfamily-specific diversity (scTLDs: 1000–1008 aa/114 kDa; astacin-like: 240–250 aa). Expression analysis highlighted dominant scTLD2 production versus low meprin expression. Cysteine distribution diverged: scTLDs and BMP1/TLD-like variants contain 5 ZnMc-domain, 4 CUB-domain, and 6 EGF-like domain cysteines, while astacin-like and meprin β-like proteins have only 3 ZnMc cysteines, with meprin β uniquely adding 4 cysteines in its MAM domain. Protein interaction networks identified BMP1/TLD-like 2 as a central hub (highest degree/betweenness centrality), implicating its role in venom complexity. Phylogenetics resolved two clades (Clade 1: scTLDs and BMP1/TLD-like; Clade 2: astacin-like and meprin-like) with closest homology to Centruroides toxins. Gene ontology linked VAMPs to collagen processing, ECM remodeling, and developmental signaling. This work establishes scorpion venom astacin metalloproteinases as functionally diverse components, revealing new targets for antivenoms and biodiscovery.
毒液作为药物文库的计算研究:从扎格罗氏雄虾毒液腺转录组中发现多功能astastin样金属蛋白酶
阿沙星金属蛋白酶是具有药用潜力的锌依赖性内肽酶,是很有前景的治疗靶点。认识到蝎子毒液是丰富的药物发现资源,并认识到计算方法可以加速将这些发现转化为治疗方法,我们利用转录组学数据作为“药物发现库”来识别医学上重要的扎格罗氏雄蝎子的毒液阿曲星金属蛋白酶(VAMPs)。通过定制的本地数据库,我们对VAMPs进行了首次全面分析,鉴定出23个具有保守的HEXXHXXGXXH基序和特征结构域(CUB, EGF-like, MAM)的新基因。这些蛋白可分为4类,包括蝎子tolloid protein (scTLDs)、BMP1/ tld样蛋白酶、astastin样金属肽酶和meprin A亚基β样蛋白酶。结构域结构揭示了进化适应性:sctld保持保守的5 -CUB/ 2 -EGF结构,BMP1/ tld样变体表现出CUB/EGF多样性,astacin样MPs只保留催化结构域,meprin β样蛋白酶具有MAM结构域。理化分析显示亚家族特异性多样性(sctld: 1000-1008 aa/114 kDa; astacin-like: 240-250 aa)。表达分析突出了scTLD2的显性表达和meprin的低表达。半胱氨酸分布分化:sctld和BMP1/ tld样变异含有5个ZnMc结构域、4个cub结构域和6个egf样结构域半胱氨酸,而astacin样和meprin β样蛋白只有3个ZnMc半胱氨酸,而meprin β在其MAM结构域独特地添加了4个半胱氨酸。蛋白质相互作用网络确定BMP1/ tld样2是中心枢纽(最高程度/中间中心性),暗示其在毒液复杂性中的作用。系统发育鉴定出两个分支(Clade 1: scTLDs和BMP1/ tld样;Clade 2: astacin样和meprin样)与Centruroides毒素同源性最接近。基因本体将VAMPs与胶原加工、ECM重塑和发育信号联系起来。本研究确立了蝎子毒液中astacin金属蛋白酶作为功能多样的成分,揭示了抗蛇毒血清和生物发现的新靶点。
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来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
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