Insights into the recognition mechanism of shark-derived single-domain antibodies with high affinity and specificity targeting fluoroquinolones.

IF 5.8 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY
Marine Life Science & Technology Pub Date : 2025-02-13 eCollection Date: 2025-05-01 DOI:10.1007/s42995-024-00277-3
Chang Liu, Guoqiang Li, Yuan Chen, Hong Lin, Limin Cao, Kaiqiang Wang, Xiudan Wang, Martin F Flajnik, Jianxin Sui
{"title":"Insights into the recognition mechanism of shark-derived single-domain antibodies with high affinity and specificity targeting fluoroquinolones.","authors":"Chang Liu, Guoqiang Li, Yuan Chen, Hong Lin, Limin Cao, Kaiqiang Wang, Xiudan Wang, Martin F Flajnik, Jianxin Sui","doi":"10.1007/s42995-024-00277-3","DOIUrl":null,"url":null,"abstract":"<p><p>In this study, we investigated the molecular recognition mechanisms of shark-derived single-domain antibodies (ssdAbs) targeting fluoroquinolones using an integrated approach that combines in silico homologous modeling, molecular dynamics simulations, molecular docking, and alanine scanning mutagenesis. Three ssdAbs-2E6, 1N9, and 1O17-specific to enrofloxacin, norfloxacin, and ofloxacin, respectively, were selected based on previous work. Through AlphaFold2 and GalaxyWEB, the protein structures of these ssdAbs were predicted and optimized, followed by molecular dynamics simulations to emulate realistic protein behavior in a solvent environment. Molecular docking, alanine scanning mutagenesis, and subsequent verifications identified 30N and 93W of 2E6; 30N, 89R, 98Y, and 99D of 1N9; 100W and 101R of 1O17, all located within the complementarity determining region 3 loop, as critical for antigen binding. These residues primarily interact with their targets through hydrogen bonds, salt bridges, π-π stackings, and cation-π interactions. This study revealed, for the first time, the binding mechanism of ssdAbs to fluoroquinolones from a theoretical perspective, emphasizing the importance of aromatic and polar residues in recognizing characteristic epitopes, such as the carboxyl group at the C3 position and the 1-piperazinyl group at the C7 position. Our findings provide valuable insights for the rational design and enhancement of ssdAbs for detecting small molecule hazards in aquaculture.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s42995-024-00277-3.</p>","PeriodicalId":53218,"journal":{"name":"Marine Life Science & Technology","volume":"7 2","pages":"340-351"},"PeriodicalIF":5.8000,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12102038/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Marine Life Science & Technology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s42995-024-00277-3","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/5/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"MARINE & FRESHWATER BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

In this study, we investigated the molecular recognition mechanisms of shark-derived single-domain antibodies (ssdAbs) targeting fluoroquinolones using an integrated approach that combines in silico homologous modeling, molecular dynamics simulations, molecular docking, and alanine scanning mutagenesis. Three ssdAbs-2E6, 1N9, and 1O17-specific to enrofloxacin, norfloxacin, and ofloxacin, respectively, were selected based on previous work. Through AlphaFold2 and GalaxyWEB, the protein structures of these ssdAbs were predicted and optimized, followed by molecular dynamics simulations to emulate realistic protein behavior in a solvent environment. Molecular docking, alanine scanning mutagenesis, and subsequent verifications identified 30N and 93W of 2E6; 30N, 89R, 98Y, and 99D of 1N9; 100W and 101R of 1O17, all located within the complementarity determining region 3 loop, as critical for antigen binding. These residues primarily interact with their targets through hydrogen bonds, salt bridges, π-π stackings, and cation-π interactions. This study revealed, for the first time, the binding mechanism of ssdAbs to fluoroquinolones from a theoretical perspective, emphasizing the importance of aromatic and polar residues in recognizing characteristic epitopes, such as the carboxyl group at the C3 position and the 1-piperazinyl group at the C7 position. Our findings provide valuable insights for the rational design and enhancement of ssdAbs for detecting small molecule hazards in aquaculture.

Supplementary information: The online version contains supplementary material available at 10.1007/s42995-024-00277-3.

针对氟喹诺酮类药物的鲨鱼源性高亲和力和特异性单域抗体识别机制的研究。
在这项研究中,我们利用硅同源建模、分子动力学模拟、分子对接和丙氨酸扫描诱变相结合的综合方法,研究了针对氟喹诺酮类药物的鲨鱼源单域抗体(ssdAbs)的分子识别机制。在前期工作的基础上,我们选择了三个分别对恩诺沙星、诺氟沙星和氧氟沙星特异的ssdbs - 2e6、1N9和1017。通过AlphaFold2和GalaxyWEB对这些ssdAbs的蛋白质结构进行预测和优化,然后进行分子动力学模拟,模拟溶剂环境下真实的蛋白质行为。分子对接、丙氨酸扫描诱变及后续验证,鉴定出2E6的30N和93W;1N9的30N、89R、98Y、99D;1017的100W和101R均位于互补决定区3环内,对抗原结合至关重要。这些残基主要通过氢键、盐桥、π-π堆叠和阳离子-π相互作用与靶标相互作用。本研究首次从理论角度揭示了ssdAbs与氟喹诺酮类药物的结合机制,强调了芳香残基和极性残基在识别特征表位中的重要性,如C3位置的羧基和C7位置的1-哌嗪基。本研究结果为水产养殖小分子危害检测中ssdb的合理设计和增强提供了有价值的见解。补充信息:在线版本包含补充资料,可在10.1007/s42995-024-00277-3获得。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Marine Life Science & Technology
Marine Life Science & Technology MARINE & FRESHWATER BIOLOGY-
CiteScore
9.60
自引率
10.50%
发文量
58
期刊介绍: Marine Life Science & Technology (MLST), established in 2019, is dedicated to publishing original research papers that unveil new discoveries and theories spanning a wide spectrum of life sciences and technologies. This includes fundamental biology, fisheries science and technology, medicinal bioresources, food science, biotechnology, ecology, and environmental biology, with a particular focus on marine habitats. The journal is committed to nurturing synergistic interactions among these diverse disciplines, striving to advance multidisciplinary approaches within the scientific field. It caters to a readership comprising biological scientists, aquaculture researchers, marine technologists, biological oceanographers, and ecologists.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信