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

Chang Liu , Guoqiang Li , Yuan Chen , Hong Lin , Limin Cao , Kaiqiang Wang , Xiudan Wang , Martin F. Flajnik , Jianxin Sui

Marine Life Science & Technology ›› 2025, Vol. 7 ›› Issue (2) : 340 -351.

PDF
Marine Life Science & Technology ›› 2025, Vol. 7 ›› Issue (2) : 340 -351. DOI: 10.1007/s42995-024-00277-3
Research Paper

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

Author information +
History +
PDF

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.

Keywords

Shark-derived single-domain antibody / Fluoroquinolones / In silico / Alanine scanning mutagenesis / Binding mechanism / Chemical Sciences / Theoretical and Computational Chemistry

Cite this article

Download citation ▾
Chang Liu, Guoqiang Li, Yuan Chen, Hong Lin, Limin Cao, Kaiqiang Wang, Xiudan Wang, Martin F. Flajnik, Jianxin Sui. Insights into the recognition mechanism of shark-derived single-domain antibodies with high affinity and specificity targeting fluoroquinolones. Marine Life Science & Technology, 2025, 7(2): 340-351 DOI:10.1007/s42995-024-00277-3

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

AbdoAIK, NordinF, TyeGJ. Selection and evaluation of single domain antibody against p19 subunit of IL-23 by phage display for potential use as an autoinflammatory therapeutic. Int Immunopharmacol, 2024, 137. 112371

[2]

CuiJ, ZhangK, HuangQ, YuY, PengX. An indirect competitive enzyme-linked immunosorbent assay for determination of norfloxacin in waters using a specific polyclonal antibody. Anal Chim Acta, 2011, 688: 84-89.

[3]

DingX, AhmadW, RongY, WuJ, OuyangQ, ChenQ. A dual-mode fluorescence and colorimetric sensing platform for efficient detection of ofloxacin in aquatic products using iron alkoxide nanozyme. Food Chem, 2024, 442. 138417

[4]

DuZ, SuH, WangW, YeL, WeiH, PengZ, AnishchenkoI, BakerD, YangJ. The trRosetta server for fast and accurate protein structure prediction. Nat Protoc, 2021, 16: 5634-5651.

[5]

EnglishH, HongJ, HoM. Ancient species offers contemporary therapeutics: an update on shark VNAR single domain antibody sequences, phage libraries and potential clinical applications. Antibody Ther, 2020, 3: 1-9.

[6]

González-FernándezC, García-ÁlvarezMA, CuestaA. Identification and functional characterization of fish IL-17 receptors suggest important roles in the response to nodavirus infection. Mar Life Sci Technol, 2024, 6: 252-265.

[7]

GorelovS, TitovA, TolichevaO, KonevegaA, ShvetsovA. Determination of hydrogen bonds in GROMACS: a new implementation to overcome memory limitation. J Chem Inf Model, 2024, 64: 6241-6246.

[8]

GuoH, PerminovA, BekeleS, KedzioraG, FarajollahiS, VaraljayV, HinkleK, MolineroV, MeisterK, HungC, DennisP, Kelley-LoughnaneN, BerryR. AlphaFold2 models indicate that protein sequence determines both structure and dynamics. Sci Rep, 2022, 12: 10696.

[9]

HanX, LinH, CaoL, ChenX, WangL, ZhengH, ZhangZ, PavaseTR, WangS, SunX, SuiJ. Hapten-branched polyethylenimine as a new antigen affinity ligand to purify antibodies with high efficiency and specificity. ACS Appl Mater Interfaces, 2020, 12: 58191-58200.

[10]

HeL, WuQ, ZhangZ, ChenL, YuK, LiL, JiangQ, WangY, NiJ, WangC, LiQ, ZhaiX, ZhaoJ, LiuY, FanR, LiY. Development of broad-spectrum nanobodies for the therapy and diagnosis of SARS-CoV-2 and its multiple variants. Mol Pharmaceutics, 2024, 21: 3866-3879.

[11]

HickeyJW, NeumannEK, RadtkeAJ, CamarilloJM, BeuschelRT, AlbaneseA, McDonoughE, HatlerJ, WiblinAE, FisherJ, CroteauJ, SmallEC, SoodA, CaprioliRM, AngeloRM, NolanGP, ChungK, HewittSM, GermainRN, SpragginsJM, et al. . Spatial mapping of protein composition and tissue organization: a primer for multiplexed antibody-based imaging. Nat Methods, 2022, 19: 284-295.

[12]

HuoJ, BasAL, RuzaRR, DuyvesteynHME, MikolajekH, MalinauskasT, TanTK, RijalP, DumouxM, WardPN, RenJ, ZhouD, HarrisonPJ, WeckenerM, ClareDK, VogiralaVK, RadeckeJ, MoyniéL, ZhaoY, Gilbert-JaramilloJ, et al. . Neutralizing nanobodies bind SARS-CoV-2 spike RBD and block interaction with ACE2. Nat Struct Mol Biol, 2020, 27: 846-854.

[13]

HutchinsonM, RuffoloJA, HaskinsN, IannottiM, VozzaG, PhamT, MehzabeenN, ShandilyaH, RickertK, Croasdale-WoodR, DamschroderM, FuY, DippelA, GrayJJ, KaplanG. Toward enhancement of antibody thermostability and affinity by computational design in the absence of antigen. Mabs, 2024, 16: 2362775.

[14]

JumaSN, GongX, HuS, LvZ, ShaoJ, LiuL, ChenG. Shark new antigen receptor (IgNAR): Structure, characteristics and potential biomedical applications. Cells, 2021, 10: 1140.

[15]

JumperJ, EvansR, PritzelA, GreenT, FigurnovM, RonnebergerO, TunyasuvunakoolK, BatesR, ŽídekA, PotapenkoA, BridglandA, MeyerC, KohlSAA, BallardAJ, CowieA, Romera-ParedesB, NikolovS, JainR, AdlerJ, BackT, et al. . Highly accurate protein structure prediction with alphafold. Nature, 2021, 596: 583-589.

[16]

LeeNJ, JungM, YangHY, ShimH. A single-domain antibody library based on a stability-engineered human VH3 scaffold. Sci Rep, 2024, 14: 17747.

[17]

LiW, ChenM, WangT, FengX, JiangX, DongX, ZhangH, TangX, TianR, ZhangY, LiZ. Characterization and humanization of VNARs targeting human serum albumin from the whitespotted bamboo shark (Chiloscyllium plagiosum). Int J Bio Macromol, 2024, 491152039

[18]

LinT, PanJ, GregoryC, WangY, TincherC, RiveraC, LynchM, LongH, ZhangY. Contribution of the SOS response and the DNA repair systems to norfloxacin induced mutations in E. coli. Mar Life Sci Technol, 2023, 5: 538-550.

[19]

LiuJL, ZabetakisD, BrownJC, AndersonGP, GoldmanER. Thermal stability and refolding capability of shark derived single domain antibodies. Mol Immunol, 2014, 59: 194-199.

[20]

LiuC, LinH, CaoL, WangK, SuiJ. Research progress on unique paratope structure, antigen binding modes, and systematic mutagenesis strategies of single-domain antibodies. Front Immunol, 2022, 13: 1059771.

[21]

LiuC, HanX, LiG, ZhangT, ChenY, CaoL, LinH, SuiJ. Branched polyethylenimine as a carrier for significantly improving the biopanning efficiency of phages specific to hapten. ACS Appl Polym Mater, 2022, 4: 5737-5745.

[22]

LiuX, SigwartJD, SunJ. Phylogenomic analyses shed light on the relationships of chiton superfamilies and shell-eye evolution. Mar Life Sci Technol, 2023, 5: 525-537.

[23]

LiuC, LinH, CaoL, WangK, SuiJ. Characterization, specific recognition, and the performance in fish matrix of a shark-derived single-domain antibody against enrofloxacin. Talanta, 2023, 265. 124852

[24]

LiuC, ChenY, LinH, CaoL, WangK, WangX, SuiJ. Shark-derived single-domain antibody as a new and effective recognition element for norfloxacin detection. J Food Compos Anal, 2024, 133. 106385

[25]

LiuC, ChenY, LinH, CaoL, WangK, WangX, SuiJ. The construction of ofloxacin detection in fish matrix based on a shark-derived single-domain antibody. Anal Chim Acta, 2024, 1319. 342986

[26]

LiuY, LuoY, LiW, XuX, WangB, XuX, HussainD, ChenD. Current analytical strategies for the determination of quinolone residues in milk. Food Chem, 2024, 430. 137072

[27]

PalA, MulumudyR, MitraP. Modularity-based parallel protein design algorithm with an implementation using shared memory programming. Proteins Struct Funct Bioinf, 2021, 90: 658-669.

[28]

PanY, YangH, WenK, KeY, ShenJ, WangZ. Current advances in immunoassays for quinolones in food and environmental samples. Trends Anal Chem, 2022, 157. 116726

[29]

RameshM, SujithaM, AnilaPA, RenZ, PoopalRK. Responses of cirrhinus mrigala to second-generation fluoroquinolone (ciprofloxacin) toxicity: assessment of antioxidants, tissue morphology, and inorganic ions. Environ Toxicol, 2021, 36: 887-902.

[30]

ShadM, NazirA, UsmanM, AkhtarMW, SajjadM. Investigating the effect of SUMO fusion on solubility and stability of amylase-catalytic domain from Pyrococcus abyssi. Int J Biol Macromol, 2024, 266. 131310

[31]

StanfieldRL, DooleyH, VerdinoP, FlajnikMF, WilsonIA. Maturation of shark single-domain (IgNAR) antibodies: evidence for induced-fit binding. J Mol Biol, 2007, 367: 358-372.

[32]

TabasinezhadM, TalebkhanY, WenzelW, RahimiH, OmidiniaE, MahboudiF. Trends in therapeutic antibody affinity maturation: from in-vitro towards next-generation sequencing approaches. Immunol Lett, 2019, 212: 106-113.

[33]

TunyasuvunakoolK, AdlerJ, WuZ, GreenT, ZielinskiM, ŽídekA, BridglandA, CowieA, MeyerC, LaydonA, VelankarS, KleywegtGJ, BatemanA, EvansR, PritzelA, FigurnovM, RonnebergerO, BatesR, KohlSAA, PotapenkoA, et al. . Highly accurate protein structure prediction for the human proteome. Nature, 2021, 596: 590-596.

[34]

VishwakarmaP, VattekatteAM, ShinadaN, DiharceJ, MartinsC, CadetF, GardebienF, EtchebestC, NadaradjaneAA, de BrevernAG. VHH structural modelling approaches: a critical review. Int J Mol Sci, 2022, 23: 3721.

[35]

WangZ, ZhangH, NiH, ZhangS, ShenJ. Development of a highly sensitive and specific immunoassay for enrofloxacin based on heterologous coating haptens. Anal Chim Acta, 2014, 820: 152-158.

[36]

WangX, ChenQ, SunZ, WangY, SuB, ZhangC, CaoH, LiuX. Nanobody affinity improvement: Directed evolution of the anti-ochratoxin A single domain antibody. Int J Biol Macromol, 2020, 151: 312-321.

[37]

WangM, CetóX, Del ValleM. A sensor array based on molecularly imprinted polymers and machine learning for the analysis of fluoroquinolone antibiotics. ACS Sens, 2022, 7: 3318-3325.

[38]

WangC, QinF, TangS, LiX, LiT, GuoG, GuC, WangX, ChenD. Construction of graphene quantum dots ratiometric fluorescent probe by intermolecular electron transfer effect for intelligent and real-time visual detection of ofloxacin and its L-isomer in daily drink. Food Chem, 2023, 411. 135514

[39]

WangB, LiuL, ZhangH, WangZ, ChenK, WuB, HuL, ZhouX, LiuL. A group-targeting biosensor for sensitive and rapid detection of quinolones in water samples. Anal Chim Acta, 2024, 1301. 342475

[40]

WindischR, SolimanS, HoffmannA, Chen-WichmannL, DaneseA, VosbergS, BravoJ, LutzS, KellnerC, FischerA, GebhardC, MonteER, HartmannL, SchneiderS, BeierF, StroblCD, WeigertO, PeippM, SchündelnM, StrickerSH, et al. . Engineering an inducible leukemia-associated fusion protein enables large-scale ex vivo production of functional human phagocytes. Proc Natl Acad Sci USA, 2024, 121. e2312499121

[41]

XiaoJ, QinL, ZhaoD, HuangN, XuW, ZhangL, PanX, HanS, DingM, LiL, LeT, PengD. Monospecific and ultrasensitive detection of ofloxacin: a computational chemistry-assisted hapten screening strategy and analysis of molecular recognition mechanism. J Hazard Mater, 2024, 465. 133221

[42]

ZhaoJ, LiP, Abd El-AtyAM, XuL, LeiX, GaoS, LiJ, ZhaoY, SheY, JinF, WangJ, HammockBD, JinM. A novel sustainable immunoassay for sensitive detection of atrazine based on the anti-idiotypic nanobody and recombinant full-length antibody. Chem Eng J, 2024, 491. 152039

RIGHTS & PERMISSIONS

The Author(s)

AI Summary AI Mindmap
PDF

297

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/