Therapeutic antibodies must have “drug-like” properties. These include high affinity and specificity for the intended target, biological activity, and additional characteristics now known as “developability properties”: long-term stability and resistance to aggregation when in solution, thermodynamic stability to prevent unfolding, high expression yields to facilitate manufacturing, low self-interaction, among others. Sequence-based liabilities may affect one or more of these characteristics. Improving the stability and developability of a lead antibody is typically achieved by modifying its sequence, a time-consuming process that often results in reduced affinity. Here we present a new antibody library format that yields high-affinity binders with drug-like developability properties directly from initial selections, reducing the need for further engineering or affinity maturation. The innovative semi-synthetic design involves grafting natural complementarity-determining regions (CDRs) from human antibodies into scaffolds based on well-behaved clinical antibodies. HCDR3s were amplified directly from B cells, while the remaining CDRs, from which all sequence liabilities had been purged, were replicated from a large next-generation sequencing dataset. By combining two in vitro display techniques, phage and yeast display, we were able to routinely recover a large number of unique, highly developable antibodies against clinically relevant targets with affinities in the subnanomolar to low nanomolar range. We anticipate that the designs and approaches presented here will accelerate the drug development process by reducing the failure rate of leads due to poor antibody affinities and developability. Abbreviations: AC-SINS: affinity-capture self-interaction nanoparticle spectroscopy; CDR: complementarity-determining region; CQA: critical quality attribute; ELISA: enzyme-linked immunoassay; FACS: fluorescence-activated cell sorting; Fv: fragment variable; GM-CSF: granulocyte-macrophage colony-stimulating factor; HCDR3: heavy chain CDR3; IFN2a: interferon α-2; IL6: interleukin-6; MACS: magnetic-activated cell sorting; NGS: next generation sequencing; PCR: polymerase chain reaction; SEC: size-exclusion chromatography; SPR: surface plasmon resonance; TGFβ-R2: transforming growth factor β-R2; VH: variable heavy; VK: variable kappa; VL: variable light; Vl: variable lambda;
13 September 2010 in Journal of Chemical Theory and Computation
Affinity maturation is often a necessary step for the development of potent therapeutic molecules. Many different diversification strategies have been used for antibody affinity maturation, including error-prone PCR, chain shuffling, and targeted complementary-determining region (CDR) mutation. Although effective, they can negatively impact antibody stability or alter epitope recognition. Moreover, they do not address the presence of sequence liabilities, such as glycosylation, asparagine deamidation, aspartate isomerization, aggregation motifs, and others. Such liabilities, if present or inadvertently introduced, can potentially create the need for new rounds of engineering, or even abolish the value of the antibody as a therapeutic molecule. Here, we demonstrate a sequence agnostic method to improve antibody affinities, while simultaneously eliminating sequence liabilities and retaining the same epitope binding as the parental antibody. This was carried out using a defined collection of natural CDRs as the diversity source, purged of sequence liabilities, and matched to the antibody germline gene family. These CDRs were inserted into the lead molecule in one or two sites at a time (LCDR1-2, LCDR3, HCDR1-2) while retaining the HCDR3 and framework regions unchanged. The final analysis of 92 clones revealed 81 unique variants, with each of 24 tested variants having the same epitope specificity as the parental molecule. Of these, the average affinity improved by over 100 times (to 96 pM), and the best affinity improvement was 231-fold (to 32 pM).
Here, we describe a new VHH library for therapeutic discovery which optimizes humanness, stability, affinity, diversity, developability, and facile purification using protein A in the absence of an Fc domain. Four therapeutic humanized VHHs were used as scaffolds, into which we inserted human HCDR1s, HCDR2s and HCDR3s. The HCDR1 and HCDR2 sequences were derived from human VH3 family next-generation sequencing datasets informatically purged of sequence liabilities, synthesized as array-based oligonucleotides, cloned as single CDR libraries into each of the parental scaffolds and filtered for protein A binding by yeast display to ensure correct folding and display. After filtering, the CDR1 and CDR2 libraries were combined with amplified human HCDR3 from human CD19+ IgM+ B cells. This library was further improved by eliminating long consecutive stretches of tyrosines in CDR3 and enriching for CDR1-2 diversity with elevated tolerance to high temperatures. A broad diversity of high affinity (100 pM-10 nM), developable binders was directly isolated, with developability evaluated for most assays using the isolated VHHs, rather than fused to Fc, which is customary. This represents the first systematic developability assessment of isolated VHH molecules.
23 September 2015 in PLOS Neglected Tropical Diseases
Chagas' disease, caused by the protozoan parasite Trypanosoma cruzi, is a disease that affects millions of people most of them living in South and Central Americas. There are few treatment options for individuals with Chagas' disease making it important to understand the molecular details of parasite infection, so novel therapeutic alternatives may be developed for these patients. Here, we investigate the interaction between host cell intermediate filament proteins and the T. cruzi gp85 glycoprotein superfamily with hundreds of members that have long been implicated in parasite cell invasion. An in silico analysis was utilized to identify peptide motifs shared by the gp85 T. cruzi proteins and, using phage display, these selected peptide motifs were screened for their ability to bind to cells. One peptide, named TS9, showed significant cell binding capacity and was selected for further studies. Affinity chromatography, phage display and invasion assays revealed that peptide TS9 binds to cytokeratins and vimentin, and prevents T. cruzi cell infection. Interestingly, peptide TS9 and a previously identified binding site for intermediate filament proteins are disposed in an antiparallel β-sheet fold, present in a conserved laminin-G-like domain shared by all members of the family. Moreover, peptide TS9 overlaps with an immunodominant T cell epitope. Taken together, the present study reinforces previous results from our group implicating the gp85 superfamily of glycoproteins and the intermediate filament proteins cytokeratin and vimentin in the parasite infection process. It also suggests an important role in parasite biology for the conserved laminin-G-like domain, present in all members of this large family of cell surface proteins. Chagas' disease affects millions of people worldwide and is caused by a microorganism called Trypanosoma cruzi. Treatment options for patients with Chagas' disease is still limited to a small number of drugs, all of them very toxic with important side effects that can be debilitating for the health of patients. Understanding the molecular details of how T. cruzi infects humans is an important step toward the development of new drugs for this disease. As part of its life cycle, T. cruzi has to invade cells in order to replicate and produce new parasites. This is a complex event, which involves different proteins produced by both the parasite and the human host cells. Among them, there is a large family of highly polymorphic T. cruzi proteins important to guide the parasite to the target cells. Here we show that notwithstanding their differences, all members of this family share a small region comprised of nine amino acids that is important for cell recognition and infection by the parasite. Exploring these findings may provide researchers with new insights on how to prevent T. cruzi cell invasion and lead to novel therapeutic alternative for this debilitating disease.
22 January 2019 in Proceedings of the National Academy of Sciences
Significance: Endothelial barriers are essential components of blood vessels and particularly important in brain and retina, which are protected by barriers so efficient that almost all metabolites have to be actively transported across them. We provide evidence that short peptides containing a motif rich in amino acids with aromatic and positively charged side chains target specifically blood vessels of the brain but not of other tissues. Using electron microscopy, phage could be visualized bound to the endothelial junction of these vessels, demonstrating how these two techniques can be combined to identify a supramolecular phage target in vivo. Surprisingly, this peptide motif does not bind to vessels in the retina, implying a previously unknown molecular difference between these endothelial junctions.