Protein Engineering Technologies Research Articles

Polybodies: Next-generation clinical antibodies

Conventional antibodies [full-length and fragments: F(ab')2, fragment antigen-binding (Fab), single-chain variable fragment (scFv), variable heavy domain of heavy chain antibody (VHH)] are monospecific, first-generation antibodies, that have dominated the biopharmaceuticals field. However, protein engineering approaches has led to the advent of the next-generation antibodies (polybodies), which are significant improvement over the conventional antibodies. Polybodies comprise polyspecific and/or polyvalent antibodies that enable a single antibody to target multiple specific antigens simultaneously. Polybodies are superior to first-generation antibodies (more efficacious, broad-spectrum, resistance resilient, customizable, etc.) and provide a cost-effective healthcare solution. This review addresses recent developments in polybodies, highlighting their superiority over conventional antibodies and offering future perspectives to encourage the generation of innovative immunotherapies.

Construction of homologous branched oligomer megamolecules based on linker-directed protein assembly.

Utilizing the building blocks of recombinant proteins and synthetic linkers, we have obtained two distinct octameric megamolecules with diverse branched structures. This approach combines principles from both click chemistry and protein engineering technology, enabling the integration of functional domains within highly ordered protein assemblies for biomedical applications.

Bioluminescent Systems for Theranostic Applications.

Bioluminescence, the light produced by biochemical reactions involving luciferases in living organisms, has been extensively investigated for various applications. It has attracted particular interest as an internal light source for theranostic applications due to its safe and efficient characteristics that overcome the limited penetration of conventional external light sources. Recent advancements in protein engineering technologies and protein delivery platforms have expanded the application of bioluminescence to a wide range of theranostic areas, including bioimaging, biosensing, photodynamic therapy, and optogenetics. This comprehensive review presents the fundamental concepts of bioluminescence and explores its recent applications across diverse fields. Moreover, it discusses future research directions based on the current status of bioluminescent systems for further expansion of their potential.

Bispecific and multispecific antibodies in oncology: opportunities and challenges.

Research into bispecific antibodies, which are designed to simultaneously bind two antigens or epitopes, has advanced enormously over the past two decades. Owing to advances in protein engineering technologies and considerable preclinical research efforts, bispecific antibodies are constantly being developed and optimized to improve their efficacy and to mitigate toxicity. To date, >200 of these agents, the majority of which are bispecific immune cell engagers, are in either preclinical or clinical evaluation. In this Review, we discuss the role of bispecific antibodies in patients with cancer, including history and development, as well as innovative targeting strategies, clinical applications, and adverse events. We also discuss novel alternative bispecific antibody constructs, such as those targeting two antigens expressed by tumour cells or cells located in the tumour microenvironment. Finally, we consider future research directions in this rapidly evolving field, including innovative antibody engineering strategies, which might enable more effective delivery, overcome resistance, and thus optimize clinical outcomes.

Improved protein splicing through viral passaging.

Intervening proteins (inteins) are translated as subdomains within host proteins and removed through an intein-driven splicing reaction where the flanking sequences (exteins) are joined with a peptide bond. Previously, we developed a self-removing translation reporter for labeling Ebola virus (EBOV). In this reporter, an intein (RadA) containing the fluorescent protein ZsGreen (ZsG) is inserted within the EBOV protein VP30. Upon VP30-RadA-ZsG expression from the viral genome, RadA-ZsG is removed from VP30 through the protein splicing activity of RadA, generating functional, non-tagged VP30 and functional ZsGreen. While incorporation of our VP30-RadA-ZsG fusion reporter into recombinant EBOV (rEBOV-RadA-ZsG) resulted in an infectious virus that expresses ZsG upon infection of cells, this virus displayed a replication defect compared to wild-type EBOV, which might be the result of insufficient RadA splicing. Here, we demonstrate that the serial passaging of rEBOV-RadA-ZsG in human cells led to an increase in replication efficiency compared to unpassaged rEBOV-RadA-ZsG. Sequencing of passaged viruses revealed intein-specific mutations. These mutations improve intein activity in both prokaryotic and eukaryotic systems, as well as in multiple extein contexts. Taken together, our findings offer a novel means to select for inteins with enhanced catalytic properties that appear independent of extein context and expression system.IMPORTANCEIntervening proteins (inteins) are self-removing protein elements that have been utilized to develop a variety of innovative protein engineering technologies. Here, we report the isolation of inteins with improved catalytic activity through viral passaging. Specifically, we inserted a highly active intein within an essential protein of Ebola virus and serially passaged this recombinant virus, which led to intein-specific hyper-activity mutations. The identified mutations showed improved intein activity within both bacterial and eukaryotic expression systems and in multiple extein contexts. These results present a new strategy for developing inteins with improved splicing activity.

PROSCA: an online platform for humanized scaffold mining facilitating rational protein engineering.

Protein scaffolds with small size, high stability and low immunogenicity show important applications in the field of protein engineering and design. However, no relevant computational platform has been reported yet to mining such scaffolds with the desired properties from massive protein structures in human body. Here, we developed PROSCA, a structure-based online platform dedicated to explore the space of the entire human proteome, and to discovery new privileged protein scaffolds with potential engineering value that have never been noticed. PROSCA accepts structure of protein as an input, which can be subsequently aligned with a certain class of protein structures (e.g. the human proteome either from experientially resolved or AlphaFold2 predicted structures, and the human proteins belonging to specific families or domains), and outputs humanized protein scaffolds which are structurally similar with the input protein as well as other related important information such as families, sequences, structures and expression level in human tissues. Through PROSCA, the user can also get excellent experience in visualizations of protein structures and expression overviews, and download the figures and tables of results which can be customized according to the user's needs. Along with the advanced protein engineering and selection technologies, PROSCA will facilitate the rational design of new functional proteins with privileged scaffolds. PROSCA is freely available at https://idrblab.org/prosca/.

Analysis of protein-protein and protein-membrane interactions by isotope-edited infrared spectroscopy.

The objective of this work is to highlight the power of isotope-edited Fourier transform infrared (FTIR) spectroscopy in resolving important problems encountered in biochemistry, biophysics, and biomedical research, focusing on protein-protein and protein membrane interactions that play key roles in practically all life processes. An overview of the effects of isotope substitutions in (bio)molecules on spectral frequencies and intensities is given. Data are presented demonstrating how isotope-labeled proteins and/or lipids can be used to elucidate enzymatic mechanisms, the mode of membrane binding of peripheral proteins, regulation of membrane protein function, protein aggregation, and local and global structural changes in proteins during functional transitions. The use of polarized attenuated total reflection FTIR spectroscopy to identify the spatial orientation and the secondary structure of a membrane-bound interfacial enzyme and the mode of lipid hydrolysis is described. Methods of production of site-directed, segmental, and domain-specific labeling of proteins by the synthetic, semisynthetic, and recombinant strategies, including advanced protein engineering technologies such as nonsense suppression and frameshift quadruplet codons are overviewed.

Site-Specific Dolasynthen Antibody-Drug Conjugates Exhibit Consistent Pharmacokinetic Profiles across a Wide Range of Drug-to-Antibody Ratios.

Key defining attributes of an antibody-drug conjugate (ADC) include the choice of the targeting antibody, linker, payload, and the drug-to-antibody ratio (DAR). Historically, most ADC platforms have used the same DAR for all targets, regardless of target characteristics. However, recent studies and modeling suggest that the optimal DAR can depend on target expression level and intratumoral heterogeneity, target internalization and trafficking, and characteristics of the linker and payload. An ADC platform that enables DAR optimization could improve the success rate of clinical candidates. Here we report a systematic exploration of DAR across a wide range, by combining THIOMAB protein engineering technology with Dolasynthen, an auristatin-based platform with monomeric and trimeric variants. This approach enabled the generation of homogeneous, site-specific ADCs spanning a discrete range of DARs 2, 4, 6, 12, and 18 by conjugation of trastuzumab IgG1 THIOMAB constructs with 1, 2, or 3 engineered cysteines to monomeric or trimeric Dolasynthen. All ADCs had physicochemical properties that translated to excellent in vivo pharmacology. Following a single dose of ADCs in a HER2 xenograft model with moderate antigen expression, our data demonstrated comparable pharmacokinetics for the conjugates across all DARs and dose-dependent efficacy of all test articles. These results demonstrate that the Dolasynthen platform enables the generation of ADCs with a broad range of DAR values and with comparable physiochemical, pharmacologic, and pharmacokinetics profiles; thus, the Dolasynthen platform enables the empirical determination of the optimal DAR for a clinical candidate for a given target.

Pharmacodynamics, safety, tolerability and pharmacokinetics of a single oral dose of an engineered phenylalanine ammonia-lyase in patients with phenylketonuria

The cornerstone treatment of hyperphenylalaninemia (HPA) and phenylketonuria (PKU) is a lifelong low-protein diet with phenylalanine (Phe) free L-amino acid supplements. However, the PKU diet has significant shortcomings, and there is a clinically unmet need for new therapeutics to improve patient outcomes. CDX-6114 is a modified phenylalanine ammonia-lyase (PAL) enzyme obtained by a mutation in the Anabaena variabilis PAL sequence. CodeEvolver® protein engineering technology has been applied to improve the degradation resistance of the enzyme. In our first phase I trial, 19 patients were given a single oral dose of CDX-6114 at 7.5 g, 2.5 g, 0.7 g, or placebo in a cross-over design. After an overnight fast, patients received a standardised breakfast of 20 g of protein, thus exceeding the dietary recommendations for a single meal in patients with PKU. Plasma levels of Phe and cinnamic acid (CA) were measured over a 5-h period following CDX-6114 dosing. During the development of CDX-6114, a stability assessment using reverse-phase high-performance liquid chromatography (HPLC) assay revealed two peaks. The second peak was identified as CA. It was not previously known that as part of the mechanism of action, the CA remained associated with the protein following the conversion of Phe. Thus, recalculating the historical PAL enzyme amounts in CDX-6114 bulk substance was necessary. An updated extinction coefficient was achieved by applying a correction factor of 0.771 to previously reported doses. Postprandial plasma levels of Phe increased in all dose cohorts over time between 10% and 30% from baseline, although the actual peak of Phe levels was not achieved within the 5-h observation. When accounting for the interquartile ranges, these concentrations were similar to the placebo. As plasma levels of Phe were no longer a reliable marker for pharmacodynamics, the consistently detectable amount of CA seen in all patients who received CDX-6114 provided proof of the enzymatic activity of CDX-6114 in metabolising gastrointestinal Phe. Peak levels of CA were seen shortly after CDX-6114 intake, with a rapid decline, and remained low compared with the plasma Phe levels. This pattern indicates a short half-life, possibly due to the liquid formulation or the inability to withstand the lower pH in the human stomach compared with animal models in earlier studies. This was the first trial in patients with PKU to establish the safety and tolerability of CDX-6114. A single dose of CDX-6114 was safe and well tolerated, with no serious adverse events or presence of anti-drug antibodies detected. Efficacy will be explored in future trials using an optimised formulation.

Protein engineering for natural product biosynthesis: expanding diversity for therapeutic applications

In this dispensation of the fourth industrial revolution, protein engineering has become a popular approach for increasing enzymatic activity, stability, and titer in the biosynthesis of natural products. This is attributed to its numerous advantages (over direct isolation from plants or via chemical synthesis), including decreasing or eliminating reaction byproducts, high precision, moderate handling of intricate and chemically unstable chemicals, overall reusability, and cost efficiency. Recently, protein engineering tools have advanced to redesign and enhance natural product biosynthesis. These methods include direct evolution, substrate engineering, medium engineering, enzyme engineering and immobilization, structure-assisted protein engineering, and advanced computational. Recent successes in implementing these emerging protein engineering technologies were critically discussed in this article. Also, the advantages, limitations, and applications in industrial and medical biotechnology were discussed. Last, future research directions and potential were also highlighted.

High expression of antimicrobial peptides cathelicidin-BF in Pichia pastoris and verification of its activity.

Antibacterial peptides are endogenous polypeptides produced by multicellular organisms to protect the host against pathogenic microbes, they show broad spectrum antimicrobial activities against various microorganisms and possess low propensity for developing resistance. The purpose of this study is to develop recombinant antibacterial peptide cathelicidin-BF by genetic engineering and protein engineering technology, and study its antibacterial activity in vitro and in vivo, so as to provide reference for the production and application of recombinant antibacterial peptide cathelicidin-BF. In this study, on account of Pichia pastoris eukaryotic expression system, we expressed and prepared antibacterial peptide cathelicidin-BF. Then, the minimum inhibitory concentration of antibacterial peptide cathelicidin-BF and the comparison with the antibacterial activity of antibiotics were determined through the antibacterial experiment in vitro. Chickens as infection model were used to verify the antibacterial peptide activity in vivo. The results show that the bacteriostatic ability of antibacterial peptide cathelicidin-BF is similar to that of antibiotics in certain concentration, and can reach the treatment level of antibiotics. Although the mode of administration of antibacterial peptide is still limited, this study can provide reference for the future research of antibacterial peptide.

Recent Advancements in Fisheries Systems and Applications for Animal Growth in Water-Borne Animals Fisheries Systems

Advances in fisheries system have been made in the few past years due to different technological progress in the food chain system by improving the mutual communication among different types of organisms. Overfishing, anthropogenic climate change, and pollution are already having measurable impacts on the marine environment throughout the majority of the globe, and their potential long-term repercussions are very concerning. Fishing activity contributes to marine debris; the proportional contribution of recreational fishing has not been quantified. New approaches that are being used in various ways include the precautionary approach, the ecological approach, adaptive management, and harvest control rules. Growth in coastal population has made water and land pollution worse and placed additional pressure on coastal development. Satellite remote sensing has been an essential tool in fishery research, management, and harvesting because it offers synoptic ocean measurements for evaluating environmental influences on the abundance and distribution of fish populations and allows ecological analyses at community and ecosystem scales. Synthetic super-active analogues with higher inducing potency at lower doses were developed using biotechnological techniques including protein engineering and recombinant DNA technology. There are many methods of preservation, including as drying, smoking, freezing, chilling, and brining. Fish that has been smoked or dried has more nutrients and is easier to digest. Fish is often prepared by smoking or drying; both processes eliminate moisture by heating, which reduces the development of germs and increases shelf life. Advances in genetic engineering also helpful for improving the new varieties in the fisheries system.

The application of Interleukin-2 family cytokines in tumor immunotherapy research.

The Interleukin-2 Family contains six kinds of cytokines, namely IL-2, IL-15, IL-4, IL-7, IL-9, and IL-21, all of which share a common γ chain. Many cytokines of the IL-2 family have been reported to be a driving force in immune cells activation. Therefore, researchers have tried various methods to study the anti-tumor effect of cytokines for a long time. However, due to the short half-life, poor stability, easy to lead to inflammatory storms and narrow safety treatment window of cytokines, this field has been tepid. In recent years, with the rapid development of protein engineering technology, some engineered cytokines have a significant effect in tumor immunotherapy, showing an irresistible trend of development. In this review, we will discuss the current researches of the IL-2 family and mainly focus on the application and achievements of engineered cytokines in tumor immunotherapy.

Protein Engineering Strategies for Tailoring the Physical and Catalytic Properties of Enzymes for Defined Industrial Applications.

Highly evolved biocatalysts that can endure harsh environmental conditions during industrial processes are highly desirable. The availability of suitable biocatalysts with high enzyme activity, substrate selectivity, and stability could lower the production costs in the pharmaceutical, chemical, and food industries, resulting in more economical products. Naturally evolved enzymes could not be exploited in industrial applications because of their compromised properties. Till date, protein engineering strategies have helped us to improve the desired physical and catalytic properties of enzymes to meet their performance needs in industrial and medical applications. Protein engineering technologies such as directed evolution and rational designing are wellsuited for improving biocatalytic properties. Each approach has its own set of limitations, and the implementation of techniques is contingent on the availability of prerequisite information about the biocatalyst. Protein structure information is essential for rational design, but no prior structural knowledge is required for directed evolution. Furthermore, semi-rational approaches and enzyme designing are also being used. Considering these facts, this study outlines the various molecular techniques used to improve the physical and catalytic properties of enzymes. It also emphasises the magnitude of strategies used to improve the properties of biocatalysts to meet the needs of industrial processes. Protein engineering frequently employs for improving crucial enzyme characteristics. A semi-rational approach has now emerged as the preferred technology for protein engineering. However, adopting an engineering strategy to achieve the desired characteristic depends on the availability of resources and subject-matter knowledge.

Functional Study of TNFR2 Signaling and Drug Discovery Using a Protein Engineering Approach

Tumor necrosis factor-α (TNF), a proinflammatory cytokine, is critical to the pathogenesis of various inflammatory diseases. There are two subtypes of receptors for TNF, namely type I TNF receptor (TNFR1) and type II TNF receptor (TNFR2). Previous studies using animal models of diseases have demonstrated the predominant role of TNFR1 in the pathogenesis of inflammation. It has recently been proposed that TNFR2 is associated with anti-inflammatory function. This intriguing function of TNFR2 has implications from an immunological and pharmacological perspective. However, the mechanism of the TNFR2-mediated anti-inflammatory effect is not fully understood. In this context, we attempted to elucidate the TNFR2-mediated anti-inflammatory effect and other unknown biological functions of TNFR2 by utilizing our protein engineering technology to generate functional mutant cytokines. Our findings reveal the following. (1) TNFR2 is expressed on regulatory T cells (Tregs) but not conventional T cells (Tconvs) and TNFR2-mediated signals promote proliferation and activation of Tregs. (2) The crystal structure of TNF/TNFR2 complex was solved, which suggests a possible signal initiation mechanism via TNF/TNFR2 cluster formation on the cellular membrane. (3) A novel TNFR2-mediated signal molecule, aminopeptidase P3 (APP3/XPNPEP3), was identified that interacts with TNFR2 as an intracellular adaptor protein. APP3 is required for c-Jun N-terminal kinase (JNK) phosphorylation, the downstream molecule of TNFR2 signal transduction. These results are key to understanding the mechanism of immune regulation and will assist in the identification of immunomodulatory drugs targeting the TNFR2 signaling cascade as well as the function of Tregs.

Deep mutational learning predicts ACE2 binding and antibody escape to combinatorial mutations in the SARS-CoV-2 receptor-binding domain.

SummaryThe continual evolution of SARS-CoV-2 and the emergence of variants that show resistance to vaccines and neutralizing antibodies threaten to prolong the COVID-19 pandemic. Selection and emergence of SARS-CoV-2 variants are driven in part by mutations within the viral spike protein and in particular the ACE2 receptor-binding domain (RBD), a primary target site for neutralizing antibodies. Here, we develop deep mutational learning (DML), a machine-learning-guided protein engineering technology, which is used to investigate a massive sequence space of combinatorial mutations, representing billions of RBD variants, by accurately predicting their impact on ACE2 binding and antibody escape. A highly diverse landscape of possible SARS-CoV-2 variants is identified that could emerge from a multitude of evolutionary trajectories. DML may be used for predictive profiling on current and prospective variants, including highly mutated variants such as Omicron, thus guiding the development of therapeutic antibody treatments and vaccines for COVID-19.

Consideration on the Research and Development of Anti-tumor Bispecific Antibody Drugs

以程序性死亡受体1及其配体1免疫检查点抑制剂为代表的药物上市，开启了抗肿瘤免疫治疗的新时代，该类药物在某些肿瘤中表现出较为突出的持续应答，如霍奇金淋巴瘤，但仍在部分肿瘤中应答率低。近年来，双特异性抗体是通过细胞融合、重组DNA、蛋白质工程等技术制备的人工抗体，可同时或先后特异性结合两个抗原或抗原表位，在肿瘤治疗中发挥协同作用，能够有效抑制肿瘤免疫逃逸，提高抗肿瘤治疗效果，成为肿瘤研发热点。本文就双特异抗体研究进展和临床研发关注要点进行综述，以期为药物研发的相关人员提供参考。

Acetic Acid Enables Precise Tailoring of the Mechanical Behavior of Protein-Based Hydrogels.

Engineering viscoelastic and biocompatible materials with tailored mechanical and microstructure properties capable of mimicking the biological stiffness (<17 kPa) or serving as bioimplants will bring protein-based hydrogels to the forefront in the biomaterials field. Here, we introduce a method that uses different concentrations of acetic acid (AA) to control the covalent tyrosine–tyrosine cross-linking interactions at the nanoscale level during protein-based hydrogel synthesis and manipulates their mechanical and microstructure properties without affecting protein concentration and (un)folding nanomechanics. We demonstrated this approach by adding AA as a precursor to the preparation buffer of a photoactivated protein-based hydrogel mixture. This strategy allowed us to synthesize hydrogels made from bovine serum albumin (BSA) and eight repeats protein L structure, with a fine-tailored wide range of stiffness (2–35 kPa). Together with protein engineering technologies, this method will open new routes in developing and investigating tunable protein-based hydrogels and extend their application toward new horizons.

Gene rational design: the dawn of crop breeding.

Limited natural genetic diversity restricts the creation of excellent crops. Modeling-guided rational design represents a promising protein engineering technology to optimize existing genes for desired agronomic traits. Rational design coupled with other engineering approaches could also be applied in artificial gene improvement for the creation of economically valuable crops.

Abstract 312: Redirecting T cells to tumor targets with functionally diverse CD3-binding antibodies

Abstract Bispecific antibodies that redirect cancer-killing T cells towards tumors are promising next-generation cancer therapies. While there are hundreds of T cell engagers (TCEs) in development, there is only one approved and marketed CD3-binding TCE. The high rate of attrition is largely attributable to dose-limiting toxicities, including cytokine release syndrome, due in part to the small pool of high affinity CD3-binding antibodies that are commonly used. The discovery of safe and effective TCEs is limited because diverse panels of parental CD3 antibodies are hard to produce, the pairing of parentals is hard to perfect, and the sheer complexity and volume of data is hard to action. In this study, we will present a panel of functionally diverse, fully human CD3-binding parental antibodies. We will present data characterizing the diversity of our panel across multiple parameters, including sequence diversity, CD3 affinity, epitope binding, T cell activation, cytokine release, and tumor cell killing. Using OrthoMab࣪, our clinically-validated bispecific engineering platform, allows this panel to be tested with a series of tumor-associated antigens (TAAs) in a matrix format. Results from high-throughput production and characterization of bispecific antibodies will be presented. These multidimensional datasets of TCE composition and function allow for the identification of pairs that are optimal candidates for clinical development. This work will show how the diversity of our CD3-binding panel, combined with a robust bispecific protein engineering technology, can be used to quickly assess large and diverse TAA-binding panels discovered through our technology stack. An integrated workflow that doubles the data with diverse panels of parentals, assembles stable, safe, and manufacturable TCEs, and visualizes multidimensional datasets are critical to successfully identifying lead therapeutic candidates to bring the next generation of cancer therapies to patients sooner. Citation Format: Lindsay DeVorkin, Tim M. Jacobs, Raffi Tonikian, Karine Hervé, Kate Caldwell, Yuri Hwang, Cristina Faralla, Wei Wei, Katherine J. Lam, Harveer Dhupar, Tran NT Tran, Melissa Cid, Lena M. Bolten, Tova Pinsky, Kush Dalal, Kevin A. Heyries, Bryan C. Barnhart. Redirecting T cells to tumor targets with functionally diverse CD3-binding antibodies [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 312.