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Liu ML, Liang XM, Jin MY, Huang HW, Luo L, Wang H, Shen X, Xu ZL. Food-Borne Biotoxin Neutralization in Vivo by Nanobodies: Current Status and Prospects. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:10753-10771. [PMID: 38706131 DOI: 10.1021/acs.jafc.4c02257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2024]
Abstract
Food-borne biotoxins from microbes, plants, or animals contaminate unclean, spoiled, and rotten foods, posing significant health risks. Neutralizing such toxins is vital for human health, especially after food poisoning. Nanobodies (Nbs), a type of single-domain antibodies derived from the genetic cloning of a variable domain of heavy chain antibodies (VHHs) in camels, offer unique advantages in toxin neutralization. Their small size, high stability, and precise binding enable effective neutralization. The use of Nbs in neutralizing food-borne biotoxins offers numerous benefits, and their genetic malleability allows tailored optimization for diverse toxins. As nanotechnology continues to evolve and improve, Nbs are poised to become increasingly efficient and safer tools for toxin neutralization, playing a pivotal role in safeguarding human health and environmental safety. This review not only highlights the efficacy of these agents in neutralizing toxins but also proposes innovative solutions to address their current challenges. It lays a solid foundation for their further development in this crucial field and propels their commercial application, thereby contributing significantly to advancements in this domain.
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Affiliation(s)
- Min-Ling Liu
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Xiao-Min Liang
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Ming-Yu Jin
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
- School of Life and Health Technology, Dongguan, University of Technology, Dongguan 523808, China
| | - Hui-Wei Huang
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Lin Luo
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Hong Wang
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Xing Shen
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
| | - Zhen-Lin Xu
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Research Center for Green Development of Agriculture, South China Agricultural University, Guangzhou 510642, China
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Hughes AC, Kirkland M, Du W, Rasooly R, Hernlem B, Tam C, Zhang Y, He X. Development of Thermally Stable Nanobodies for Detection and Neutralization of Staphylococcal Enterotoxin B. Toxins (Basel) 2023; 15:400. [PMID: 37368700 DOI: 10.3390/toxins15060400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/02/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
In this study, sixteen unique staphylococcal enterotoxin B (SEB)-reactive nanobodies (nbs), including ten monovalent and six bivalent nbs, were developed. All characterized nbs were highly specific for SEB and did not cross-react with other staphylococcal enterotoxins (SE). Several formats of highly sensitive enzyme-linked immunosorbent assays (ELISAs) were established using SEB nbs and a polyclonal antibody (pAb). The lowest limit of detection (LOD) reached 50 pg/mL in PBS. When applied to an ELISA to detect SEB-spiked milk (a commonly contaminated foodstuff), a LOD as low as 190 pg/mL was obtained. The sensitivity of ELISA was found to increase concurrently with the valency of nbs used in the assay. In addition, a wide range of thermal tolerance was observed among the sixteen nbs, with a subset of nbs, SEB-5, SEB-9, and SEB-62, retaining activity even after exposure to 95 °C for 10 min, whereas the conventional monoclonal and polyclonal antibodies exhibited heat-labile properties. Several nbs demonstrated a long shelf-life, with one nb (SEB-9) retaining 93% of its activity after two weeks of storage at room temperature. In addition to their usage in toxin detection, eleven out of fifteen nbs were capable of neutralizing SEB's super-antigenic activity, demonstrated by their inhibition on IL-2 expression in an ex vivo human PBMC assay. Compared to monoclonal and polyclonal antibodies, the nbs are relatively small, thermally stable, and easy to produce, making them useful in applications for sensitive, specific, and cost-effective detection and management of SEB contamination in food products.
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Affiliation(s)
- Anna C Hughes
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
| | - Marina Kirkland
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
| | - Wenxian Du
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
| | - Reuven Rasooly
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
| | - Bradley Hernlem
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
| | - Christina Tam
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
| | - Yuzhu Zhang
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
| | - Xiaohua He
- Western Regional Research Center United States Department of Agriculture, Agricultural Research Service, 800 Buchanan St., Albany, CA 94710, USA
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Yu S, Zhang L, Wang A, Jin Y, Zhou D. Nanobodies: the Potential Application in Bacterial Treatment and Diagnosis. Biochem Pharmacol 2023:115640. [PMID: 37315818 DOI: 10.1016/j.bcp.2023.115640] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/02/2023] [Accepted: 06/06/2023] [Indexed: 06/16/2023]
Abstract
An infection caused by bacteria is one of the main factors that poses a threat to human health. A recent report from the World Health Organization (WHO) has highlighted that bacteria that cause blood infections have become increasingly drug-resistant. Therefore, it is crucial to research and develop new techniques for detecting and treating these infections. Since their discovery, nanobodies have exhibited numerous outstanding biological properties. They are easy to express, modify, and have high stability, robust permeability and low immunogenicity, all of which indicate their potential as a substitute. Nanobodies have been utilized in a variety of studies on viruses and cancer. This article primarily focuses on nanobodies and introduces their characteristics and application in the diagnosis and treatment of bacterial infections.
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Affiliation(s)
- Siyuan Yu
- College of Veterinary Medicine, Northwest A&F University, Xianyang, China; Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Xianyang, China
| | - Lu Zhang
- College of Veterinary Medicine, Northwest A&F University, Xianyang, China; Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Xianyang, China; Northwest A&F University Shenzhen Research Institute, Shenzhen, China; Department of Animal Engineering, Yangling Vocational&Technical College, Xianyang, China
| | - Aihua Wang
- College of Veterinary Medicine, Northwest A&F University, Xianyang, China; Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Xianyang, China
| | - Yaping Jin
- College of Veterinary Medicine, Northwest A&F University, Xianyang, China; Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Xianyang, China; Northwest A&F University Shenzhen Research Institute, Shenzhen, China.
| | - Dong Zhou
- College of Veterinary Medicine, Northwest A&F University, Xianyang, China; Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Xianyang, China
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Lu Y, Li Q, Fan H, Liao C, Zhang J, Hu H, Yi H, Peng Y, Lu J, Chen Z. A Multivalent and Thermostable Nanobody Neutralizing SARS-CoV-2 Omicron (B.1.1.529). Int J Nanomedicine 2023; 18:353-367. [PMID: 36700149 PMCID: PMC9869787 DOI: 10.2147/ijn.s387160] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 12/20/2022] [Indexed: 01/19/2023] Open
Abstract
Background The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Omicron variants have risen to dominance, which contains far more mutations in the spike protein in comparison to previously reported variants, compromising the efficacy of most existing vaccines or therapeutic monoclonal antibodies. Nanobody screened from high-throughput naïve libraries is a potential candidate for developing preventive and therapeutic antibodies. Methods Four nanobodies specific to the SARS-CoV-2 wild-type receptor-binding domain (RBD) were screened from a naïve phage display library. Their affinity and neutralizing activity were evaluated by surface plasmon resonance assays, surrogate virus neutralization tests, and pseudovirus neutralization assays. Preliminary identification of the binding epitopes of nanobodies by peptide-based ELISA and competition assay. Then four multivalent nanobodies were engineered by attaching the monovalent nanobodies to an antibody-binding nanoplatform constructed based on the lumazine synthase protein cage nanoparticles isolated from the Aquifex aeolicus (AaLS). Finally, the differences in potency between the monovalent and multivalent nanobodies were compared using the same methods. Results Three of the four specific nanobodies could maintain substantial inhibitory activity against the Omicron (B.1.1.529), of them, B-B2 had the best neutralizing activity against the Omicron (B.1.1.529) pseudovirus (IC50 = 1.658 μg/mL). The antiviral ability of multivalent nanobody LS-B-B2 was improved in the Omicron (B.1.1.529) pseudovirus assays (IC50 = 0.653 μg/mL). The results of peptide-based ELISA indicated that LS-B-B2 might react with the linear epitopes in the SARS-CoV-2 RBD conserved regions, which would clarify the mechanisms for the maintenance of potent neutralization of Omicron (B.1.1.529) preliminary. Conclusion Our study indicated that the AaLS could be used as an antibody-binding nanoplatform to present nanobodies on its surface and improve the potency of nanobodies. The multivalent nanobody LS-B-B2 may serve as a potential agent for the neutralization of SARS-CoV-2 variants.
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Affiliation(s)
- Yuying Lu
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China
| | - Qianlin Li
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China
| | - Huahao Fan
- College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, People’s Republic of China
| | - Conghui Liao
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China
| | - Jingsong Zhang
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China
| | - Huan Hu
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China
| | - Huaimin Yi
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China
| | - Yuanli Peng
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China
| | - Jiahai Lu
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, People’s Republic of China,Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, People’s Republic of China,Correspondence: Jiahai Lu; Zeliang Chen, One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China, Email ;
| | - Zeliang Chen
- One Health Center of Excellence for Research and Training, School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China,National Medical Products Administration Key Laboratory for Quality Monitoring and Evaluation of Vaccines and Biological Products, Guangzhou, People’s Republic of China,Key Laboratory of Tropical Diseases Control, Sun Yat-Sen University, Ministry of Education, Guangzhou, People’s Republic of China,Key Laboratory of Zoonose Prevention and Control at Universities of Inner Mongolia Autonomous Region, Medical College, Inner Mongolia Minzu University, Tongliao, People’s Republic of China
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Olson MA, Legler PM, Zabetakis D, Turner KB, Anderson GP, Goldman ER. Sequence Tolerance of a Single-Domain Antibody with a High Thermal Stability: Comparison of Computational and Experimental Fitness Profiles. ACS OMEGA 2019; 4:10444-10454. [PMID: 31460140 PMCID: PMC6648363 DOI: 10.1021/acsomega.9b00730] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 05/09/2019] [Indexed: 06/10/2023]
Abstract
The sequence fitness of a llama single-domain antibody with an unusually high thermal stability is explored by a combined computational and experimental study. Starting with the X-ray crystallographic structure, RosettaBackrub simulations were applied to model sequence-structure tolerance profiles and identify key substitution sites. From the model calculations, an experimental site-directed mutagenesis was used to produce a panel of mutants, and their melting temperatures were determined by thermal denaturation. The results reveal a sequence fitness of an excess stability of approximately 12 °C, a value taken from a decrease in the melting temperature of an electrostatic charge-reversal substitution in the CRD3 without a deleterious effect on the binding affinity to the antigen. The tolerance for the disruption of antigen recognition without loss in the thermal stability was demonstrated by the introduction of a proline in place of a tyrosine in the CDR2, producing a mutant that eliminated binding. To further assist the sequence design and the selection of engineered single-domain antibodies, an assessment of different computational strategies is provided of their accuracy in the detection of substitution "hot spots" in the sequence tolerance landscape.
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Affiliation(s)
- Mark A. Olson
- Systems
and Structural Biology Division, USAMRIID, Frederick, Maryland 21702, United States
| | - Patricia M. Legler
- Center
for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, District of Columbia 20375, United States
| | - Daniel Zabetakis
- Center
for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, District of Columbia 20375, United States
| | - Kendrick B. Turner
- Center
for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, District of Columbia 20375, United States
| | - George P. Anderson
- Center
for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, District of Columbia 20375, United States
| | - Ellen R. Goldman
- Center
for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, District of Columbia 20375, United States
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Label free checkerboard assay to determine overlapping epitopes of Ebola virus VP-40 antibodies using surface plasmon resonance. J Immunol Methods 2017; 442:42-48. [PMID: 28109682 DOI: 10.1016/j.jim.2017.01.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 01/09/2017] [Accepted: 01/17/2017] [Indexed: 12/17/2022]
Abstract
Immunoassay formats, in which antibodies provide sensitivity and specificity, are often utilized to provide rapid and simple diagnostic tests. Surface plasmon resonance is frequently used to evaluate the suitability of antibodies by determining binding kinetics to agents or surrogate antigens. We used SPR to evaluate a number of commercial monoclonal antibodies as well as single domain antibodies produced in-house. All the antibodies targeted the Ebola virus viral protein 40 (VP40). We determined the ability of each antibody to bind to immobilized VP40, and ensured they did not bind Ebola glycoprotein or the nucleoprotein. A subset of the monoclonal antibodies was immobilized to characterize antigen capture in solution. It can be advantageous to utilize antibodies that recognize distinct epitopes when choosing reagents for detection and diagnostic assays. We determined the uniqueness of the epitope recognized by the anti-VP40 antibodies using a checkerboard format that exploits the 6×6 array of interactions monitored by the Bio-Rad ProteOn XPR36 SPR instrument. The results demonstrate the utility of surface plasmon resonance to characterize monoclonal and recombinant antibodies. Additionally, the analysis presented here enabled the identification of pairs of anti-VP40 antibodies which could potentially be utilized in sandwich type immunoassays for the detection of Ebola virus.
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7
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Liu JL, Walper SA, Turner KB, Lee AB, Medintz IL, Susumu K, Oh E, Zabetakis D, Goldman ER, Anderson GP. Conjugation of biotin-coated luminescent quantum dots with single domain antibody-rhizavidin fusions. ACTA ACUST UNITED AC 2016; 10:56-65. [PMID: 28352525 PMCID: PMC5040863 DOI: 10.1016/j.btre.2016.03.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 02/29/2016] [Accepted: 03/01/2016] [Indexed: 12/28/2022]
Abstract
Single domain antibody—rhizavidin fusion bioconjugated biotin coated quantum dots. Provided facile and effective method to orient antibodies on QD surface. Accomplished improved production of His-tagged rhizavidin (RZh) in E. coli. Demonstrated utility of RZh as a replacement for tetrameric biotin binders.
Straightforward and effective methods are required for the bioconjugation of proteins to surfaces and particles. Previously we demonstrated that the fusion of a single domain antibody with the biotin binding molecule rhizavidin provided a facile method to coat biotin-modified surfaces with a highly active and oriented antibody. Here, we constructed similar single domain antibody—rhizavidin fusions as well as unfused rhizavidin with a His-tag. The unfused rhizavidin produced efficiently and its utility for assay development was demonstrated in surface plasmon resonance experiments. The single domain antibody-rhizavidin fusions were utilized to coat quantum dots that had been prepared with surface biotins. Preparation of antibody coated quantum dots by this means was found to be both easy and effective. The prepared single domain antibody-quantum dot reagent was characterized by surface plasmon resonance and applied to toxin detection in a fluoroimmunoassay sensing format.
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Affiliation(s)
- Jinny L Liu
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, 4555 Overlook Ave SW, Washington DC 20375, USA
| | - Scott A Walper
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, 4555 Overlook Ave SW, Washington DC 20375, USA
| | - Kendrick B Turner
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, 4555 Overlook Ave SW, Washington DC 20375, USA
| | | | - Igor L Medintz
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, 4555 Overlook Ave SW, Washington DC 20375, USA
| | - Kimihiro Susumu
- Sotera Defense Solutions, Inc., 7230 Lee Deforest Drive, Columbia, MD 21046, USA
| | - Eunkeu Oh
- Sotera Defense Solutions, Inc., 7230 Lee Deforest Drive, Columbia, MD 21046, USA
| | - Dan Zabetakis
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, 4555 Overlook Ave SW, Washington DC 20375, USA
| | - Ellen R Goldman
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, 4555 Overlook Ave SW, Washington DC 20375, USA
| | - George P Anderson
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, 4555 Overlook Ave SW, Washington DC 20375, USA
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Turner KB, Naciri J, Liu JL, Anderson GP, Goldman ER, Zabetakis D. Next-Generation Sequencing of a Single Domain Antibody Repertoire Reveals Quality of Phage Display Selected Candidates. PLoS One 2016; 11:e0149393. [PMID: 26895405 PMCID: PMC4760936 DOI: 10.1371/journal.pone.0149393] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Accepted: 02/01/2016] [Indexed: 11/18/2022] Open
Abstract
Next-Generation Sequencing and bioinformatics are powerful tools for analyzing the large number of DNA sequences present in an immune library. In this work, we constructed a cDNA library of single domain antibodies from a llama immunized with staphylococcal enterotoxin B. The resulting library was sequenced, resulting in approximately 8.5 million sequences with 5.4 million representing intact, useful sequences. The sequenced library was interrogated using sequences of known SEB-binding single domain antibodies from the library obtained through phage display panning methods in a previous study. New antibodies were identified, produced, and characterized, and were shown to have affinities and melting temperatures comparable to those obtained by traditional panning methods. This demonstrates the utility of using NGS as a complementary tool to phage-displayed biopanning as a means for rapidly obtaining additional antibodies from an immune library. It also shows that phage display, using a library of high diversity, is able to select high quality antibodies even when they are low in frequency.
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Affiliation(s)
- Kendrick B. Turner
- American Society for Engineering Education, Postdoctoral Fellow at the US Naval Research Laboratory, Washington, DC, United States of America
| | - Jennifer Naciri
- American Society for Engineering Education, Science and Engineering Apprenticeship Participant at US Naval Research Laboratory, Washington, DC, United States of America
| | - Jinny L. Liu
- Center for Bio/molecular Science and Engineering, US Naval Research Laboratory, Washington, DC, United States of America
| | - George P. Anderson
- Center for Bio/molecular Science and Engineering, US Naval Research Laboratory, Washington, DC, United States of America
| | - Ellen R. Goldman
- Center for Bio/molecular Science and Engineering, US Naval Research Laboratory, Washington, DC, United States of America
| | - Dan Zabetakis
- Center for Bio/molecular Science and Engineering, US Naval Research Laboratory, Washington, DC, United States of America
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Olson MA, Zabetakis D, Legler PM, Turner KB, Anderson GP, Goldman ER. Can template-based protein models guide the design of sequence fitness for enhanced thermal stability of single domain antibodies? Protein Eng Des Sel 2015; 28:395-402. [PMID: 26374895 DOI: 10.1093/protein/gzv047] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 08/14/2015] [Indexed: 12/18/2022] Open
Abstract
We investigate the practical use of comparative (template-based) protein models in replica-exchange simulations of single-domain antibody (sdAb) chains to evaluate if the models can correctly predict in rank order the thermal susceptibility to unfold relative to experimental melting temperatures. The baseline model system is the recently determined crystallographic structure of a llama sdAb (denoted as A3), which exhibits an unusually high thermal stability. An evaluation of the simulation results for the A3 comparative model and crystal structure shows that, despite the overall low Cα root-mean-square deviation between the two structures, the model contains misfolded regions that yields a thermal profile of unraveling at a lower temperature. Yet comparison of the simulations of four different comparative models for sdAb A3, C8, A3C8 and E9, where A3C8 is a design of swapping the sequence of the complementarity determining regions of C8 onto the A3 framework, discriminated among the sequences to detect the highest and lowest experimental melting transition temperatures. Further structural analysis of A3 for selected alanine substitutions by a combined computational and experimental study found unexpectedly that the comparative model performed admirably in recognizing substitution 'hot spots' when using a support-vector machine algorithm.
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Affiliation(s)
- Mark A Olson
- Department of Cell Biology and Biochemistry, Molecular and Translational Sciences Division, USAMRIID, Frederick, MD, USA
| | - Dan Zabetakis
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, DC, USA
| | - Patricia M Legler
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, DC, USA
| | - Kendrick B Turner
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, DC, USA
| | - George P Anderson
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, DC, USA
| | - Ellen R Goldman
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, 4555 Overlook Avenue SW, Washington, DC, USA
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10
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Raphael MP, Christodoulides JA, Byers JM, Anderson GP, Liu JL, Turner KB, Goldman ER, Delehanty JB. Optimizing Nanoplasmonic Biosensor Sensitivity with Orientated Single Domain Antibodies. PLASMONICS (NORWELL, MASS.) 2015; 10:1649-1655. [PMID: 26594135 PMCID: PMC4644190 DOI: 10.1007/s11468-015-9969-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 05/08/2015] [Indexed: 06/05/2023]
Abstract
Localized surface plasmon resonance (LSPR) spectroscopy and imaging are emerging biosensor technologies which tout label-free biomolecule detection at the nanoscale and ease of integration with standard microscopy setups. The applicability of these techniques can be limited by the restrictions that surface-conjugated ligands must be both sufficiently small and orientated to meet analyte sensitivity requirements. We demonstrate that orientated single domain antibodies (sdAb) can optimize nanoplasmonic sensitivity by comparing three anti-ricin sdAb constructs to biotin-neutravidin, a model system for small and highly orientated ligand studies. LSPR imaging of electrostatically orientated sdAb exhibited a ricin sensitivity equivalent to that of the biotinylated LSPR biosensors for neutravidin. These results, combined with the facts that sdAb are highly stable and readily produced in bacteria and yeast, build a compelling case for the increased utilization of sdAbs in nanoplasmonic applications.
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Affiliation(s)
- Marc P. Raphael
- />Bioelectronics and Sensing, Code 6363, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
| | - Joseph A. Christodoulides
- />Bioelectronics and Sensing, Code 6363, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
| | - Jeff M. Byers
- />Bioelectronics and Sensing, Code 6363, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
| | - George P. Anderson
- />Center for Bio/Molecular Science and Engineering, Code 6900, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
| | - Jinny L. Liu
- />Center for Bio/Molecular Science and Engineering, Code 6900, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
| | - Kendrick B. Turner
- />Center for Bio/Molecular Science and Engineering, Code 6900, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
| | - Ellen R. Goldman
- />Center for Bio/Molecular Science and Engineering, Code 6900, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
| | - James B. Delehanty
- />Center for Bio/Molecular Science and Engineering, Code 6900, Naval Research Laboratory, 4555 Overlook Ave SW, Washington, DC 20375 USA
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Turner KB, Liu JL, Zabetakis D, Lee AB, Anderson GP, Goldman ER. Improving the biophysical properties of anti-ricin single-domain antibodies. ACTA ACUST UNITED AC 2015. [PMID: 28626694 PMCID: PMC5466252 DOI: 10.1016/j.btre.2015.01.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Single-domain antibodies (sdAbs) derived from heavy-chain only antibodies produced in camelids are attractive immunoreagents due to their small size, high affinity, and ability to refold and retain binding activity after denaturation. It has been observed that some sdAbs, however, exhibit undesirable properties including reduced solubility when subjected to heating or upon long-term storage at production-relevant concentrations, which can limit their usefulness. Using a multi-step, rational design approach that included consensus-sequence driven sequence repairs, the alteration of net protein charge, and the introduction of non-native disulfide bonds, augmented solubility and increased melting temperatures were achieved. The improved sdAbs tolerated storage in solution at high concentration (10 mg/mL) and were able to withstand multiple cycles of heating to high temperature (70 °C). This work demonstrates a pathway for improving the biophysical characteristics of sdAbs which is essential for expanding their utility for both diagnostic as well as therapeutic applications.
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Affiliation(s)
- Kendrick B. Turner
- American Society for Engineering Education, Postdoctoral Fellow at the Naval Research Laboratory, Washington, DC 20375, USA
| | - Jinny L. Liu
- Center for Biomolecular Science and Engineering, Naval Research Laboratory, Washington, DC 20375, USA
| | - Dan Zabetakis
- Center for Biomolecular Science and Engineering, Naval Research Laboratory, Washington, DC 20375, USA
| | | | - George P. Anderson
- Center for Biomolecular Science and Engineering, Naval Research Laboratory, Washington, DC 20375, USA
| | - Ellen R. Goldman
- Center for Biomolecular Science and Engineering, Naval Research Laboratory, Washington, DC 20375, USA
- Corresponding author. Tel.: +1 202 404 6052
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