Cambridge Healthtech Institute's 11th Annual

Antibodies Against Membrane Protein Targets – Part 1

The Discovery Workflow

September 26 - 27, 2023 EDT

As the industry increasingly shifts its attention to biologics, more attention is being paid to the prospect of developing biotherapeutics against membrane-bound targets. For these large target classes, biologics offer improved selectivity, an alternative for targets with known function that have not been amenable to small molecule drugs and the potential for targeted delivery of therapeutics. For the field to advance, fundamental challenges in antigen quality and presentation, discovery methodologies, protein engineering and the pace of discovery must be resolved. This two-part meeting provides a forum in which discovery biologists and protein engineers can come together to discuss next generation strategies and technologies that will allow biologic drugs for the GPCR, ion channel and transporter target families to advance into the clinic and beyond.

Tuesday, September 26

Registration and Morning Coffee7:00 am

Welcome Remarks7:55 am

ANTIGEN DESIGN

8:00 am

Chairperson’s Remarks

Alec Woosley, PhD, Senior Scientist, Biologics Engineering and Oncology R&D, AstraZeneca

8:05 am

Strategies to Enable Antibody Discovery for Complex Targets

Corey Smith, PhD, Principal Research Scientist, Global Biologics Protein Science, AbbVie

Stable recombinant proteins that resemble the native target structure and function are essential for the advancement of pipeline projects. The complexity of membrane protein targets poses a unique series of challenges, and we have developed methods to produce these targets in formats useful for biologics discovery. I will present our evolving platform utilizing virus-like particles and other methods to enable targeting complex transmembrane targets.

8:35 am

Novel Polymers for Making Membrane Proteins for Antibody Generation while Preserving the Local Lipid Environment

Tim Dafforn, PhD, Professor, Biotechnology, University of Birmingham

Successful therapeutic antibody production requires that your antigen sample contains proteins that exist in therapeutically relevant conformations. For membrane protein antigens, this remains a significant challenge, as the membrane which stabilizes active conformation is often absent from the sample. Our development of SMALP solubilization resolved this by including the intact local membrane environment. In this talk, I discuss new enhanced polymers that can be used for conformational trapping of proteins.

IN VIVO DISCOVERY STRATEGIES

9:05 am

Advances in Complex Membrane Protein Engineering and Emerging Immunization Strategies for Lead Discovery

Alec Woosley, PhD, Senior Scientist, Biologics Engineering and Oncology R&D, AstraZeneca

Virus-like particles (VLPs) have emerged as a viable format for displaying complex membrane protein antigens for lead discovery and screening. However, VLPs present off-target epitopes that may convolute successful lead discovery. Herein, we will present a case study that deployed an optimized VLP-based immunization, as well as a VLP engineering approach that yielded 59 leads to a GPCR of therapeutic interest.

Networking Coffee Break9:35 am

10:05 am

In vivo Repertoire Generation for Membrane Protein Targets—Enabling Antibody Discovery and Screening

Claire Chen, PhD, Principal Scientist, Amgen

Multipass membrane proteins are an important class of therapeutic targets. However, generating diverse and effective antibody repertoires against these targets poses a significant challenge due to their complex structure and limited surface accessibility. In this perspective, we adopt various approaches such as leveraging transgenic animal platforms that produce fully human antibody repertoires and implementing a comprehensive immunization and screening strategy tailored specifically for the multipass membrane targets.

10:35 am

Optimization of an mRNA Platform for Antibody Discovery against Challenging Membrane Proteins

Meredith Hazen, Senior Scientific Researcher, Genentech

Multi-pass transmembrane proteins are difficult targets for antibody generation due to the challenge of making a protein with native conformation. I will present an mRNA-based immunization strategy that resulted in the identification of antibodies that bind to extracellular epitopes of challenging transmembrane proteins. This strategy incorporates mRNA-based antigens together with boosting, sorting, and screening strategies to yield antibodies against difficult target proteins.

11:05 am

Discovery of Multi-Pass Membrane Protein-Specific Antibodies through the Pairing of in vivo Diversities with a Yeast-Based Platform

Noel T. Pauli, PhD, Group Leader, Antibody Engineering, Adimab LLC

Multi-pass membrane proteins represent a pivotal challenge for antibody discovery platforms. Leveraging a yeast-based, single B cell discovery platform, we have developed a high-throughput methodology for isolating full-length antibodies from both wildtype and humanized transgenic murine diversities against membrane-obligate targets. The discovery process results in large panels of high-affinity, clonally-diverse antibodies without the aid of a soluble recombinant antigen.

11:35 am Antibody Discovery Solutions for Multi-pass Membrane Targets

Yu Liang, PhD, Vice President, Research & Development, GENSCRIPT PROBIO USA INC

This talk will examine the obstacles and innovations in generating antibody leads against complex multi-spanning membrane proteins including GPCRs, ion channels and transporters. We will review limitations of current approaches, case studies of successful campaigns, and emerging immunization strategies (VLP and mRNA) and also optimized screening for rapid functional characterization.

Transition to Lunch12:05 pm

12:10 pm LUNCHEON PRESENTATION:Heavy Chain-Only Transgenic Chickens Produce Human Antibodies with Robust Immune Repertoires and High-Affinity Binding

Phil Leighton, PhD, Senior Director, Molecular Biology, OmniAb

We have developed an engineered chicken that produces VHH antibodies with human variable regions. In these birds, the human VH contains framework mutations to provide stability and a truncated light chain that facilitates immunoglobulin secretion in the absence of the VL domain. Productive B-cell development is observed and when immunized with various targets, antigen-specific VHH offered a diverse repertoire of sequences, broad epitope coverage, and binding affinities reaching single-digit nM. 

Session Break12:40 pm

SELECTION AND SCREENING

1:15 pm

Chairperson’s Remarks

Claire Chen, PhD, Principal Scientist, Amgen

1:20 pm

KEYNOTE PRESENTATION: High-Throughput Functional Screening Platforms for Directed Evolution of GPCR-Targeting Biologics

Brandon DeKosky, PhD, Phillip and Susan Ragon Career Development Professor of Chemical Engineering, MIT Core Member, The Ragon Institute of MGH, MIT, and Harvard University

The discovery of antibodies targeting membrane proteins, including GPCRs, has remained a tremendous challenge. This presentation will introduce a new strategy for high-throughput identification and screening of antibodies against membrane proteins, including to enable the efficient use of directed evolution for functional antibody engineering against difficult membrane protein targets.

1:50 pm

Screening Strategies for Functional Antibodies

Gianluca Veggiani, PhD, Assistant Professor, Louisiana State University

Post-translational modifications (PTMs) play a key role in human health and diseases. However, analysis of PTMs for diagnostic and therapeutic purposes is hindered by the difficulty of creating PTM-specific reagents using conventional methods. By combining rational engineering, structural analysis, and in vitro evolution we developed powerful probes for proteomics, genome-wide binding analysis, and imaging, allowing atomic resolution of the post-translationally modified proteome.

2:20 pm Enhance and Expand Anti-ID Antibody Diversity and Affinity Through Genetic Immunization

Andreas Weise, Senior Account Manager, Genovac

Genetic immunization unlocks a vast pool of highly diverse, high-affinity antibodies beyond conventional protein immunization. Our approach combines cutting-edge immunization strategies, single B cell screening platforms, and Gator Bio's biolayer interferometry to generate and characterize best-in-class anti-idiotypic antibodies (anti-IDs). This presentation illustrates that these technologies efficiently identify a robust panel of high-affinity anti-IDs that are ideal for pharmacokinetic applications.

In-Person Group Discussions2:50 pm

In-Person Group Discussions are informal, moderated discussions, allowing participants to exchange ideas and experiences and develop future collaborations around a focused topic. Each discussion will be led by a facilitator who keeps the discussion on track and the group engaged. To get the most out of this format, please come prepared to share examples from your work, be a part of a collective, problem-solving session, and participate in active idea sharing. Please visit the In-Person Group Discussions page on the conference website for a complete listing of topics and descriptions.

IN-PERSON GROUP DISCUSSION 7A1:

Membrane Protein Discovery Challenges

Corey Smith, PhD, Principal Research Scientist, Global Biologics Protein Science, AbbVie

  • What are the challenges of working with in vitro and in vivo systems for membrane protein discovery?
  • How can these approaches be effectively leveraged to identify antibodies targeting membrane proteins? 
  • What approaches are able to overcome typical hurdles that prevent efficient antibody affinity optimization against membrane protein targets?
  • What technologies can be used to target specific epitopes on membrane proteins?​
IN-PERSON GROUP DISCUSSION 7A2:

Current and Future Perspectives for in vivo Lead Generation and Screening Strategies towards Complex Membrane Protein Targets

Alec Woosley, PhD, Senior Scientist, Biologics Engineering and Oncology R&D, AstraZeneca

  • Encapsulated oligonucleotide-based immunization strategies for lead discovery and when to use what (DNA, mRNA, etc.)
  • Virus-Like Particle (VLP) engineering and strategies for in vitro/vivo discovery workflows
  • Divergent/engineered species for in vivo immunization workflows 
  • In vivo strategies combining formats for in vivo discovery and subsequent screening strategies
  • Future of membrane protein formats and AI-based in silico design of membrane protein scaffolds for platform development

Grand Opening Refreshment Break in the Exhibit Hall with Poster Viewing3:35 pm

4:15 pm

A Fusion Protein Platform for Analyzing Tethered Agonism in the Adhesion Family of G Protein-Coupled Receptors

Stephen C. Blacklow, Professor & Head, Biological Chemistry & Molecular Pharmacology, Harvard Medical School

Adhesion G Protein-Coupled Receptors (aGPCRs) contain 33 family members that influence development and tissue homeostasis in a wide range of tissues. Signaling is thought to be induced when ligand binding liberates or unmasks a tethered agonist (TA) normally sequestered within a membrane proximal GAIN domain. We describe here a robust platform for evaluating TA-dependent and independent outputs and apply it to all 33 human aGPCRs. Our dataset is a rich source of signaling information with relevance to both biological investigation of different family members and development of therapeutics.

4:45 pm

Isolation of Single-Domain Antibodies to Transmembrane Proteins Using Magnetized Yeast Cell Targets

Balaji M. Rao, PhD, Professor, Chemical & Biomolecular Engineering, North Carolina State University

The isolation of binding proteins from combinatorial libraries has typically relied on the use of a soluble, recombinantly-expressed form of the target protein when performing magnetic selections or fluorescence-activated cell sorting. Appropriate target protein expression and subsequent purification represents a significant bottleneck for both library screening and binder characterization. As an alternative, the use of target proteins expressed on the surface of magnetized yeast cells in combinatorial library screening and quantitative assessment of binding affinities is discussed.

5:15 pm

Functional Patient-Derived Organoid Screenings for Discovery of an EGFR × LGR5 Bispecific Antibody

David Maussang-Detaille, PhD, Senior Director, Merus

The Merus Biclonics platform utilizes proprietary common light chain technologies to rapidly generate panels of multi-specific antibodies. Using unbiased screening approaches, large numbers of multi-specific antibodies can be tested in relevant biological assays to identify those with the strongest biological responses. We will showcase the application of an organoid-based unbiased screening that led to the discovery of our anti-EGFR×Lgr5 Biclonics, MCLA-158.

Welcome Reception in the Exhibit Hall with Poster Viewing5:45 pm

Close of Day6:45 pm

Wednesday, September 27

Registration and Morning Coffee7:30 am

INTEGRATION OF STRUCTURAL BIOLOGY AND IN SILICO METHODS

7:55 am

Chairperson’s Remarks

Erik Procko, PhD, Director, Discovery, Cyrus Biotechnology; Adjunct Professor, University of Illinois, Urbana

8:00 am

Rational Design of Novel Ion Channel Modulators

Vladimir Yarov-Yarovoy, PhD, Professor, Physiology and Membrane Biology, University of California, Davis

The voltage-gated sodium (Nav) channels play a key role as a mediator of action potential propagation in C-fiber nociceptors and are established molecular targets for pain therapy. We used available structural and experimental data to guide Rosetta design of potent and selective natural peptide-based inhibitors of human Nav1.7 channels. Our lead peptides are highly potent, selective, and stable, and inhibit NaV1.7 currents in human sensory neurons. Rationally-designed peptide inhibitors of human NaV1.7 channels have transformative potential to define a new class of biologics to treat pain.

8:30 am Evolutionary Intelligence in Antibody Library Design and Discovery

Andrew Bradbury, MB BS, PhD, Chief Scientific Officer, Specifica Biosciences, a Q2 Solutions Company

Evolutionary Intelligence uses the “intelligence” encoded within antibody CDR sequences to design libraries and improve pre-existing antibodies. As only well folded antibodies form part of B cell receptors, CDRs from such antibodies can fold correctly within germline compatible antibody frameworks. This is the rationale for Specifica’s Generation 3 antibody library and improvement platform, which uses germline matched CDRs, purged of sequence liabilities, as diversity sources for different naïve library formats.

9:00 am

Modeling Challenges for Membrane-Bound Proteins

Joanna Slusky, PhD, Associate Professor, Molecular Biosciences, University of Kansas

Outer membrane proteins (OMPs) control all interactions between Gram-negative bacteria and their environments including uptake and efflux of antibiotics. We created an algorithm that identifies bacterial OMPs from sequence. The quality of our algorithm allows us to identify ~1.8 million OMPs from prokaryotic genomes including 5 classes of structurally-unresolved OMPs. Our web-accessible database allows for further exploration of outer membrane proteins to uncover new targets for controlling antibiotic resistance.

9:30 am

Computer-Aided Design of Deimmunized Membrane Protein Ligands with Controlled Affinities

Erik Procko, PhD, Director, Discovery, Cyrus Biotechnology; Adjunct Professor, University of Illinois, Urbana

Using computational methods that score physical features of protein structures or apply artificial intelligence approaches, homologs and de novo proteins are screened in silico to replace human signaling proteins and their receptors. Predicted HLA-II epitopes that pose immunogenicity risks are removed through targeted mutations without damaging structure or activity. The proteins have a range of affinities, specificities, and signaling properties, which are tuned through experimental deep mutagenesis and affinity optimization.

Coffee Break in the Exhibit Hall with Poster Viewing10:00 am

PLENARY KEYNOTE PROGRAM

10:40 am

Plenary Chairperson’s Remarks

An-Dinh Nguyen, Team Lead, Discovery on Target, Cambridge Healthtech Institute

10:45 am

PLENARY: The New Science of Therapeutics

Jay E. Bradner, MD, Physician Scientist, Former President, Novartis Institutes for BioMedical Research, Inc.

I will share reflections on how new paradigms in the science of therapeutics are creating opportunities to approach historic challenges in medicine. Specifically, I will share approaches to targeting transcription factors and discuss how modularity is a paradigm for next-generation low-molecular weight and biological therapeutics. Finally, I will offer reflections on drug development and the fitness, opportunities, and challenges of the biomedical ecosystem.

11:30 am

PLENARY: Accelerating Drug Discovery Using Machine Learning and Cell Painting Images

Anne E. Carpenter, PhD, Senior Director, Imaging Platform & Institute Scientist, Broad Institute

Shantanu Singh, PhD, Senior Group Leader, Machine Learning, Imaging Platform, Broad Institute

Microscopy images can reveal whether a cell is diseased, is responding to a drug treatment, or whether a pathway has been disrupted by a genetic mutation. In a strategy called image-based profiling, often using the Cell Painting assay, we extract hundreds of features of cells from images. Just like transcriptional profiling, the similarities and differences in the patterns of extracted features reveal connections among diseases, drugs, and genes.

Close of Antibodies Against Membrane Protein Targets – Part 1 Conference12:15 pm