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PubMed2024

Nanobodies: From High-Throughput Identification to Therapeutic Development.

The camelid single-domain antibody fragment, commonly referred to as a nanobody, achieves the targeting power of conventional monoclonal antibodies (mAbs) at only a fraction of their size. Isolated from camelid species (including llamas, alpacas, and camels), their small size at ∼15 kDa, low structural complexity, and high stability compared with conventional antibodies have propelled nanobody technology into the limelight of biologic development. Nanobodies are proving themselves to be a potent complement to traditional mAb therapies, showing success in the treatment of, for example, autoimmune diseases and cancer, and more recently as therapeutic options to treat infectious diseases caused by rapidly evolving biological targets such as the SARS-CoV-2 virus. This review highlights the benefits of applying a proteomic approach to identify diverse nanobody sequences against a single antigen. This proteomic approach coupled with conventional yeast/phage display methods enables the production of highly diverse repertoires of nanobodies able to bind the vast epitope landscape of an antigen, with epitope sampling surpassing that of mAbs. Additionally, we aim to highlight recent findings illuminating the structural attributes of nanobodies that make them particularly amenable to comprehensive antigen sampling and to synergistic activity-underscoring the powerful advantage of acquiring a large, diverse nanobody repertoire against a single antigen. Lastly, we highlight the efforts being made in the clinical development of nanobodies, which have great potential as powerful diagnostic reagents and treatment options, especially when targeting infectious disease agents.

Animals↗
PubMed2026

Development of a recombinant goose parvovirus VP2 neutralizing epitope-containing region vaccine adjuvanted with IL-2 and FliC for enhanced immune responses and protection against challenge.

Gosling plague (GP), caused by goose parvovirus (GPV), is a highly contagious and fatal viral disease. Vaccination is essential for disease prevention; however, conventional attenuated and inactivated vaccines have several limitations. Genetically engineered vaccines based on defined antigenic regions represent a promising alternative strategy. This study aimed to identify neutralizing epitope-containing regions within the GPV VP2 protein and develop effective recombinant vaccines. The GPV VP2 protein was divided into 11 overlapping fragments, and the anchored periplasmic expression (APEx) bacterial display system combined with flow cytometry (FCM) was used for antigenic region screening. GPV VP2-specific single-domain antibodies (VHHs) were further applied to identify neutralizing epitope-containing regions. Six neutralizing epitope-containing regions were identified and linked together to construct the VP2M recombinant antigen. The VP, VP2M, interleukin-2 (IL-2), and flagellin (FliC) genes were inserted into prokaryotic and eukaryotic expression vectors to generate protein and DNA vaccines. Three-day-old goslings were randomly assigned into 15 experimental groups for immunization. Immune responses were evaluated by measuring anti-GPV antibody levels, IgG, IgM, and IgA production, IFN-γ levels, immune-related gene expression, splenocyte proliferation, neutralizing activity, and protective efficacy against GPV challenge. The results showed that vaccines containing neutralizing epitope-containing regions induced stronger immune responses than control vaccines. Vaccinated groups exhibited increased anti-GPV antibody levels, IgG, IgM, IgA production, IFN-γ levels, immune-related gene expression, and splenocyte proliferation. Following GPV challenge, VP2M-based vaccines significantly reduced viral genome copies in the bursa of Fabricius, spleen, thymus, and intestinal tissues, accompanied by decreased histopathological lesions based on semi-quantitative scoring. Furthermore, the protective efficacy exceeded 50% in vaccines without adjuvants and reached 90% in groups containing combined IL-2 and FliC adjuvants. In conclusion, this study identifies novel neutralizing epitope-containing regions within GPV VP2 and provides a potential strategy for developing safe and effective recombinant vaccines against GP infection.

GP↗
PubMed2026

Peptide molecular lock-engineered nanobodies enable an oriented dual-modal immunoassay for reliable detection of Cronobacter sakazakii.

Conventional nanobody ELISAs for trace Cronobacter sakazakii in powdered infant formula suffer from random orientation and low signal output. We developed an oriented dual-modal immunoassay that combines site-specific biotinylation via a C-terminal AviTag and a peptide molecular lock, enabling controlled surface orientation while preserving nanobody structural integrity. This strategy was further integrated with phage-displayed nanobodies for multivalent amplification and both fluorescent and colorimetric readouts. The assay exhibited a broad linear range of 103-106 CFU/mL, with limits of detection (LODs) of 6.70 × 102 CFU/mL for fluorescence and 1.55 × 103 CFU/mL for colorimetry, showing improved sensitivity compared with the conventional passive adsorption-based Nb-ELISA evaluated in this study. XGBoost-based multimodal fusion improved quantitative accuracy, and SHAP analysis elucidated modality contributions. In spiked powdered infant formula samples, recoveries ranged from 92.1% to 118% with coefficients of variation below 5.98%, confirming acceptable matrix tolerance and analytical reliability.

Cronobacter sakazakii↗
PubMed2025

Design of nanobody targeting SARS-CoV-2 spike glycoprotein using CDR-grafting assisted by molecular simulation and machine learning.

The design of proteins capable effectively binding to specific protein targets is crucial for developing therapies, diagnostics, and vaccine candidates for viral infections. Here, we introduce a complementarity-determining region (CDR) grafting approach for designing nanobodies (Nbs) that target specific epitopes, with the aid of computer simulation and machine learning. As a proof-of-concept, we designed, evaluated, and characterized a high-affinity Nb against the spike protein of SARS-CoV-2, the causative agent of the COVID-19 pandemic. The designed Nb, referred to as Nb Ab.2, was synthesized and displayed high-affinity for both the purified receptor-binding domain protein and to the virus-like particle, demonstrating affinities of 9 nM and 60 nM, respectively, as measured with microscale thermophoresis. Circular dichroism showed the designed protein's structural integrity and its proper folding, whereas molecular dynamics simulations provided insights into the internal dynamics of Nb Ab.2. This study shows that our computational pipeline can be used to efficiently design high-affinity Nbs with diagnostic and prophylactic potential, which can be tailored to tackle different viral targets.

Spike Glycoprotein, Coronavirus↗
PubMed2024

Assessing nanobody interaction with SARS-CoV-2 Nsp9.

The interaction between SARS-CoV-2 non-structural protein Nsp9 and the nanobody 2NSP90 was investigated by NMR spectroscopy using the paramagnetic perturbation methodology PENELOP (Paramagnetic Equilibrium vs Nonequilibrium magnetization Enhancement or LOss Perturbation). The Nsp9 monomer is an essential component of the replication and transcription complex (RTC) that reproduces the viral gRNA for subsequent propagation. Therefore preventing Nsp9 recruitment in RTC would represent an efficient antiviral strategy that could be applied to different coronaviruses, given the Nsp9 relative invariance. The NMR results were consistent with a previous characterization suggesting a 4:4 Nsp9-to-nanobody stoichiometry with the occurrence of two epitope pairs on each of the Nsp9 units that establish the inter-dimer contacts of Nsp9 tetramer. The oligomerization state of Nsp9 was also analyzed by molecular dynamics simulations and both dimers and tetramers resulted plausible. A different distribution of the mapped epitopes on the tetramer surface with respect to the former 4:4 complex could also be possible, as well as different stoichiometries of the Nsp9-nanobody assemblies such as the 2:2 stoichiometry suggested by the recent crystal structure of the Nsp9 complex with 2NSP23 (PDB ID: 8dqu), a nanobody exhibiting essentially the same affinity as 2NSP90. The experimental NMR evidence, however, ruled out the occurrence in liquid state of the relevant Nsp9 conformational change observed in the same crystal structure.

Viral Nonstructural Proteins↗