Improving genotyped functional screening: A versatile closed-tube PCR for Illumina library generation reduces background sequences in multiplexed sequencing.
We present an improved version of DNA indexing platform allowing geno-phenotype analysis of all binder protein clones arrayed for high-throughput screening. The method was optimized for two primer pairs with differing annealing temperatures (>10 °C), resulting in plate and well ID barcoding in a single, closed-tube PCR. As compared to our earlier hierarchical indexing, the closed-tube approach enhanced the top-to-second sequence count ratio by threefold and decreased background sequences from 72% to 43% of total sequences. Sample cross-contamination (or index hopping) decreased from 14% to negligible levels, and chimera formation was reduced nearly sixfold. Additionally, by splitting the sequencing adapters between target and indexing primers, the closed-tube method produces sequencing-ready Illumina libraries with fewer artifact sequences. This method is particularly beneficial for amplicons with high sequence homology, such as synthetic antibody libraries, where chimeras and other background sequences are commonly encountered in Illumina sequencing with highly multiplexed indexing schemes. The reduction in these artifacts ensures more accurate results, improving the reliability of downstream analyses (e.g. diversity or enrichment calculations) and allows a higher number of multiplexed samples. Furthermore, the platform is adaptable to novel binder scaffolds, such as nanobodies or DARPins, by designing two new target amplification primers.
- Research Article
21
- 10.1517/14712598.7.1.73
- Dec 6, 2006
- Expert Opinion on Biological Therapy
Synthetic antibody libraries, whose repertoires are designed, have advanced in the last decade to rival natural repertoire-based libraries. Many types of diversity design have been shown to generate highly functional libraries. Defined template and defined diversity in synthetic antibody libraries improve the process of discovering and optimizing new antibodies. Synthetic libraries with different diversity design have targeted different epitopes on antigens, including epitopes that are unlikely to be targeted by immunization and hybridoma. Cross-species binding antibodies are prime examples of products generated by synthetic antibody libraries, and they are becoming the tools of choice to validate the selection of targeted molecules in therapeutic development. Synthetic antibody libraries complement the existing natural repertoire-based antibody libraries and hybridoma approach to maximize the potentials of antibodies as therapeutics.
- Research Article
2
- 10.1101/pdb.prot108347
- Jun 9, 2023
- Cold Spring Harbor protocols
Synthetic antibody libraries enable the development of antibodies that can recognize virtually any antigen, with affinity and specificity profiles that are superior to those of natural antibodies. By using highly stable and optimized frameworks, synthetic antibody libraries can be rapidly generated by precisely designing synthetic DNA, allowing absolute control over the position and chemical diversity introduced while expanding the sequence space for antigen recognition. Here, we describe a detailed protocol for the generation of highly diverse synthetic antibody phage display libraries based on a single framework, with diversity genetically incorporated by using finely designed mutagenic oligonucleotides. This general method enables the facile construction of large antibody libraries with precisely tunable features, resulting in the rapid development of recombinant antibodies for virtually any antigen.
- Research Article
4
- 10.1007/s00253-022-12022-w
- Jun 20, 2022
- Applied Microbiology and Biotechnology
Nanobodies (VHH) from camelid antibody libraries hold great promise as therapeutic agents and components of immunoassay systems. Synthetic antibody libraries that could be designed and generated once and for various applications could yield binders to virtually any targets, even for non-immunogenic or toxic ones, in a short term. One of the most difficult tasks is to obtain antibodies with a high affinity and specificity to polyglycosylated proteins. It requires antibody libraries with extremely high functional diversity and the use of sophisticated selection techniques. Here we report a development of a novel sandwich immunoassay involving a combination of the synthetic library-derived VHH-Fc fusion protein as a capture antibody and the immune single-chain fragment variable (scFv) as a tracer for the detection of pregnancy-associated glycoprotein (PAG) of cattle (Bos taurus). We succeeded in the generation of a number of specific scFv antibodies against PAG from the mouse immune library. Subsequent selection using the immobilized scFv-Fc capture antibody allowed to isolate 1.9 nM VHH binder from the diverse synthetic library without any overlapping with the capture antibody binding site. The prototype sandwich ELISA based on the synthetic VHH and the immune scFv was established. This is the first successful example of the combination of synthetic and immune antibody libraries in a single sandwich immunoassay. Thus, our approach could be used for the express isolation of antibody pairs and the development of sandwich immunoassays for challenging antigens. KEY POINTS: • Heavily glycosylated PAG Bos Taurus were used for immune library construction and specific scFv isolation by phage display. • Nanomolar affinity VHH for PAG was selected from the original synthetic nanobodies library. • A novel VHH/scFv-based immunoassay for Bos Taurus pregnancy determination was developed.
- Research Article
7
- 10.1089/hyb.2005.24.127
- Jun 1, 2005
- Hybridoma
To overcome the limitation represented by the poor immunogenicity of prion protein (PrP) for conventional monoclonal antibodies preparation, we adopted an antibody phage display strategy to isolate specific human single chain fragment variable (scFv) directed towards the pathogenic isoform of the hamster prion protein (HaPrPsc). Phage-displaying HaPrPsc reactive scFvs were obtained after three rounds of selection of the ETH- 2 synthetic antibody library on HaPrPsc-coated immunotubes and subsequent amplification in TG1 E. coli cells. These phage-antibodies bind in ELISA to HaPrPsc and do not cross-react with the recombinant hamster prion protein (rHaPrP). Sequence analyses of the gene encoding for the antibody fragments and antigen recognition patterns determined by flow-cytometry on lymphoid cells indicate that the selected scFv recognize distinct epitopes in the PrPsc molecule. The results of this study demonstrate that display of scFvs on filamentous phage offers the possibility of producing phage antibodies showing immunoglobulin-like functions using only in vitro procedures, thus overcoming limitations of conventional hybridoma technology.
- Book Chapter
48
- 10.1007/978-1-62703-992-5_8
- Jan 1, 2014
Highly functional synthetic antibody libraries can be used to generate antibodies against a multitude of antigens with affinities and specificities that rival or exceed those of natural antibodies. Current design and generation of synthetic antibody libraries are dependent on our insights from previous studies of simplified synthetic antibody libraries, in addition to our knowledge of antibody structure and function and sequence diversity of natural antibody repertoires. We describe a detailed protocol for the design and generation of phage-displayed synthetic antibody libraries built on a single framework with diversity restricted to four complementarity-determining regions by using precisely designed degenerate oligonucleotides. This general methodology could be applied to generation of large, functional synthetic antibody libraries using standard supplies, equipment, and molecular biology techniques.
- Research Article
- 10.1101/pdb.over107759
- Apr 9, 2024
- Cold Spring Harbor protocols
Synthetic antibody libraries have been used extensively to isolate and optimize antibodies. To generate these libraries, the immunological diversity and the antibody framework(s) that supports it outside of the binding regions are carefully designed/chosen to ensure favorable functional and biophysical properties. In particular, minimalist, single-framework synthetic libraries pioneered by our group have yielded a vast trove of antibodies to a broad array of antigens. Here, we review their systematic and iterative development to provide insights into the design principles that make them a powerful tool for drug discovery. In addition, the ongoing accumulation of crystal structures of antigen-binding fragment (Fab)-antigen complexes generated with synthetic antibodies enables a deepening understanding of the structural determinants of antigen recognition and usage of immunoglobulin sequence diversity, which can assist in developing new strategies for antibody and library optimization. Toward this, we also survey here the structural landscape of a comprehensive and unbiased set of 50 distinct complexes derived from these libraries and compare it to a similar set of natural antibodies with the goal of better understanding how each achieves molecular recognition and whether opportunities exist for iterative improvement of synthetic libraries. From this survey, we conclude that despite the minimalist strategies used for design of these synthetic antibody libraries, the overall structural interaction landscapes are highly similar to natural repertoires. We also found, however, some key differences that can help guide the iterative design of new synthetic libraries via the introduction of positionally tailored diversity.
- Research Article
1
- 10.1002/pro.70090
- Mar 18, 2025
- Protein science : a publication of the Protein Society
Synthetic antibody libraries have been developed as an efficient source for the discovery of the heavy chain variable (VH) domain, which exhibits low immunogenicity, high tissue penetration, and diverse binding epitopes in therapeutic biopharmaceuticals. In this study, the human IGHV3-23*04 germline gene was chosen as the scaffold with a high expression level and favorable thermal stability. Amino acid diversity was introduced into the complementarity determining region 3 (CDR3) to exclude potential sequence liabilities. A library containing 2.6 × 1011 independent clones was successfully constructed. The receptor-binding domain (RBD) of the SARS-CoV-2 spike protein, interleukin-17A (IL17A), B-cell maturation antigen (BCMA), and G-protein coupled receptor family C group 5 member D (GPRC5D) were used as target antigens to screen and identify VHs. In each case, Thirty-one to fifty-five VHs were screened out. The VH-Fc antibodies showed superior affinities (as high as 4.6 nM) to the corresponding antigens but did not bind to antigen-irrelevant cell CHO-S. Furthermore, the anti-RBD and anti-IL17A VH-Fc antibodies showed strong functional activity in the receptor-blocking assays. The VH-Fc antibodies from the synthetic library exhibited favorable developability (thermal stability, colloidal stability, hydrophilicity, anti-aggregation ability, and no interaction with human IgGs). We demonstrated that high-affinity and highly functional VH domain antibodies were generated from the rationally designed library with desired physicochemical properties. This approach is generally universal to target any antigen and has significant potential to accelerate candidate selection.
- Book Chapter
32
- 10.1007/978-1-61779-921-1_2
- Jan 1, 2012
Synthetic antibody libraries are constructed using designed synthetic DNA that facilitates the use of highly optimized human frameworks and enables the introduction of defined chemical diversity at positions that are most likely to contribute to antigen recognition. Using a relatively simple design based on a single human framework into which diversity is restricted to four complementarity-determining regions and two amino acids (tyrosine and serine), these synthetic antibody libraries are capable of generating specific antibodies against a diverse range of protein antigens. Moreover, by using the methods described here, more complex libraries can be constructed that are able to produce synthetic antibodies with affinities and specificities beyond the capacity of natural antibodies. Since these methods rely entirely upon standard supplies, equipment, and methods, construction of such libraries can be performed by any molecular biology laboratory.
- Research Article
10
- 10.1080/19420862.2018.1541370
- Nov 8, 2018
- mAbs
ABSTRACTHER2-ECD (human epidermal growth factor receptor 2 – extracellular domain) is a prominent therapeutic target validated for treating HER2-positive breast and gastric cancer, but HER2-specific therapeutic options for treating advanced gastric cancer remain limited. We have developed antibody-drug conjugates (ADCs), comprising IgG1 linked via valine-citrulline to monomethyl auristatin E, with potential to treat HER2-positive gastric cancer in humans. The antibodies optimally selected from the ADC discovery platform, which was developed to discover antibody candidates suitable for immunoconjugates from synthetic antibody libraries designed using antibody-antigen interaction principles, were demonstrated to be superior immunoconjugate targeting modules in terms of efficacy and off-target toxicity. In comparison with the two control humanized antibodies (trastuzumab and H32) derived from murine antibody repertoires, the antibodies derived from the synthetic antibody libraries had enhanced receptor-mediated internalization rate, which could result in ADCs with optimal efficacies. Along with the ADCs, two other forms of immunoconjugates (scFv-PE38KDEL and IgG1-AL1-PE38KDEL) were used to test the antibodies for delivering cytotoxic payloads to xenograft tumor models in vivo and to cultured cells in vitro. The in vivo experiments with the three forms of immunoconjugates revealed minimal off-target toxicities of the selected antibodies from the synthetic antibody libraries; the off-target toxicities of the control antibodies could have resulted from the antibodies’ propensity to target the liver in the animal models. Our ADC discovery platform and the knowledge gained from our in vivo tests on xenograft models with the three forms of immunoconjugates could be useful to anyone developing optimal ADC cancer therapeutics.
- Research Article
36
- 10.1371/journal.pone.0213394
- Jun 17, 2019
- PLoS ONE
The variable domain of New Antigen Receptors (vNAR) from sharks, present special characteristics in comparison to the conventional antibody molecules such as: small size (12–15 kDa), thermal and chemical stability and great tissue penetration, that makes them a good alternative source as therapeutic or diagnostic agents. Therefore, it is essential to improve techniques used for the development and selection of vNAR antibodies that recognize distinct antigens. The development of synthetic antibody libraries offers a fast option for the generation of antibodies with the desired characteristics. In this work three synthetic antibody libraries were constructed; without cysteines (Cys), with one Cys and with two Cys residues within its CDR3, with the objective of determining whether the presence or absence of Cys in the CDR3 favors the isolation of vNAR clones from a synthetic library. The libraries were validated selecting against six mammalian proteins. At least one vNAR was found for each of the antigens, and a clone coming from the library without Cys in the CDR3 was selected with all the antigens. In vitro angiogenesis assay with the isolated anti-VEGF antibodies, suggest that these vNARs are capable of inhibiting in vitro angiogenesis. In silico analysis of anti-VEGF antibodies showed that vNARs from synthetic libraries could rival antibodies with affinity maturation by in silico modeling.
- Research Article
12
- 10.1093/jb/mvn103
- Aug 11, 2008
- Journal of Biochemistry
The randomization scheme of hypervariable region takes crucial role in construction of a synthetic antibody library. The codon bias and inevitable 'stop' codon of conventional 'NNK' and 'NNS' codons limit their applications. Here we report a split-mix-split DNA synthesis method that can control over the amino acid composition and distribution of randomized sequences effectually. A fully synthetic human antibody library with a diversity of 1.56 x 10(9) was successfully generated with complementarity determining region 3 (CDR3) randomized by this strategy. Sequencing analysis indicated that >60% of colonies had completely correct scFv genes and the amino acid composition and distribution were designed well in accordance. The utility was demonstrated by screening of scFv clones against BHL (anti-CD3 x anti-ovarian carcinoma bispecific antibody). These results proved the feasibility of the split-mix-split DNA randomization strategy in library construction and site-directed mutagenesis.
- Research Article
151
- 10.1038/nchembio843
- Dec 1, 2006
- Nature Chemical Biology
Advances in selection technologies have sped up the process of generating antibodies with exquisitely tailored characteristics. In particular, synthetic antibody libraries, in which the antigen-binding sites are entirely man-made, have come of age and now rival or even exceed the potential of natural immune repertoires. Control over both library design and selection conditions enables unprecedented precision in antibody engineering. Synthetic libraries have been used to gain insights into the mechanisms of antibody structure and function, to tackle particularly difficult therapeutic challenges and to expand the utility of antibodies to novel areas of research.
- Research Article
18
- 10.1080/19420862.2018.1550320
- Jan 9, 2019
- mAbs
ABSTRACTAntibodies provide immune protection by recognizing antigens of diverse chemical properties, but elucidating the amino acid sequence-function relationships underlying the specificity and affinity of antibody-antigen interactions remains challenging. We designed and constructed phage-displayed synthetic antibody libraries with enriched protein antigen-recognition propensities calculated with machine learning predictors, which indicated that the designed single-chain variable fragment variants were encoded with enhanced distributions of complementarity-determining region (CDR) hot spot residues with high protein antigen recognition propensities in comparison with those in the human antibody germline sequences. Antibodies derived directly from the synthetic antibody libraries, without affinity maturation cycles comparable to those in in vivo immune systems, bound to the corresponding protein antigen through diverse conformational or linear epitopes with specificity and affinity comparable to those of the affinity-matured antibodies from in vivo immune systems. The results indicated that more densely populated CDR hot spot residues were sustainable by the antibody structural frameworks and could be accompanied by enhanced functionalities in recognizing protein antigens. Our study results suggest that synthetic antibody libraries, which are not limited by the sequences found in antibodies in nature, could be designed with the guidance of the computational machine learning algorithms that are programmed to predict interaction propensities to molecules of diverse chemical properties, leading to antibodies with optimal characteristics pertinent to their medical applications.
- Research Article
- 10.1101/2025.05.14.654066
- May 18, 2025
- bioRxiv : the preprint server for biology
Single domain antibodies, often known as nanobodies, are versatile molecules with therapeutic and diagnostic applications, but they are primarily developed through immunization of camelids. This approach is not scalable by automation, not effective for non-immunogenic or toxic antigens, and prevents the use of modified scaffolds for altered pharmacokinetic properties. Synthetic libraries allow for pre-selection of a single domain framework tailored to its intended downstream use. One area of interest for these biologic vectors is radiopharmaceuticals. Ideal radiopharmaceutical pharmacokinetic properties differ from most traditional therapeutics, as short plasma circulation and rapid kidney clearance are necessary to avoid dose-limiting organ radiation. Although there are a growing number of nanobody radiopharmaceuticals in clinical trials, their frameworks and corresponding pharmacokinetic properties vary. One potential method for improving the development of novel single domain antibody radiopharmaceuticals is through synthetic libraries based on nanobodies with proven clinically acceptable pharmacokinetics. We developed a modular synthetic nanobody phage display vector based on the scaffold of the 2Rs15d nanobody that allows for manipulation of the binding and framework regions. Using this vector, we created a library of nanobodies with a randomized CDR2 containing over 1.7×10 6 unique sequences/µL. As a proof-of-concept, we panned the library for nanobodies binding calreticulin (CALR), a protein critical in immunogenic cell death. One isolated clone, Cal3, has a measured affinity of 140 nM for CALR and is cross-reactive with mouse and human CALR. Using positron emission tomography (PET) imaging, the radiolabeled 64 Cu-NOTA-Cal3 demonstrated CALR binding in vivo , representing the first reported synthetic nanobody characterized by PET imaging. This study demonstrates the feasibility of building and panning synthetic libraries for high-affinity radiopharmaceutical nanobodies as an alternative to immunized camelid libraries.
- Research Article
- 10.3390/antib15020018
- Feb 24, 2026
- Antibodies
Background/Objectives: The SARS-CoV-2 virus frequently undergoes mutations to evade the human immune system. Vaccines for new strains are developed each season, and an identification test confirming the specific strain is essential for vaccine quality control, as stated by the U.S. Food and Drug Administration. However, a shorter timeline of antibody discovery was required to adjust vaccine development schedules. Therefore, anti-SARS-CoV-2 strain-specific, single-domain antibodies (sdAbs) for SARS-CoV-2 vaccines were discovered using alpaca synthetic libraries without animal immunization. Methods: A synthetic sdAb library was developed based on conserved alpaca sdAb frameworks, with a degree of freedom in the three complementarity-determining regions. Specific and high-affinity sdAb clones were selected from the library by one ribosomal display round, followed by two phage display selections using a biotinylated strain-specific SARS-CoV-2 receptor-binding domain (RBD) of the spike protein as bait and non-biotinylated RBD variants to block. The sdAbs clones were applied to the identification test using Western blotting. The binding epitopes were determined by hydrogen–deuterium exchange mass spectrometry. Results: Five clones of XBB.1.5 and two clones of JN.1-specific sdAbs were discovered. Anti-JN.1 sdAb clone 1B9 detected JN.1 vaccine products but no other previously produced vaccine strains, Wuhan, BA.5 and XBB.1.5, by WB for vaccine identification test. Four binding epitopes for anti-JN.1 sdAb clone 1B9 were identified, including the L455S mutation, a critical amino acid to evade neutralizing antibodies for the JN.1 strain. Conclusions: Anti-XBB.1.5 and JN.1-specific sdAbs were discovered from a synthetic single-domain antibody library within 8–9 weeks, and these sdAbs were applied to vaccine identification testing.