Multispecifics Engineering & Design
Matching Format to Biology for Next-Generation Multispecifics
1/19/2027 - January 20, 2027 ALL TIMES PST
Selecting the right multispecific format and understanding how architecture influences function and developability remain central challenges. Cambridge Healthtech Institute's 2nd Annual Multispecific Engineering & Design conference brings together advances in AI and computational design, smaller binding domains for multispecific therapeutics, and next generation multispecific formats. The program will highlights promising approaches, including bispecific ADCs and checkpoint-targeting bispecifics, to draw practical lessons from their design and development.
Preliminary Agenda

Session Block

PLENARY KEYNOTE SESSION:
(Shared with Co-Located PEGS AI)

Beyond the Funnel: Machine Learning Powered Lab-in-the-Loop for Drug Discovery

Photo of Richard A. Bonneau, PhD, Vice President, Drug Discovery, Prescient Design, a Genentech Co. , VP , Drug Discovery , Prescient Design a Genentech Co
Richard A. Bonneau, PhD, Vice President, Drug Discovery, Prescient Design, a Genentech Co. , VP , Drug Discovery , Prescient Design a Genentech Co

We will explore how new generative AI methods are uniquely positioned to accelerate and enhance drug discovery, illustrating our "lab-in-the-loop" process for drug discovery and lead optimization. We will differentiate between design modules, where AI can enhance tools' power and accuracy, and process optimization problems, which involve connecting data and models to experimental design for faster and improved drug discovery. The discussion will cover powerful new design modules and multi-modal foundation models that span multiple drug modalities, with primarily focus on small-molecule and large-molecule drug discovery.

Panel Moderator:

FIRESIDE CHAT: AI's Real Impact on Biologic Drug Discovery: The Honest Scorecard

Kristine Deibler, PhD, Director, Molecular Artificial Intelligence, Novo Nordisk AS , Director , Molecular Artificial Intelligence , Novo Nordisk AS

Panelists:

Richard A. Bonneau, PhD, Vice President, Drug Discovery, Prescient Design, a Genentech Co. , VP , Drug Discovery , Prescient Design a Genentech Co

Vanessa Braunstein, Senior Director, TuneLab AI Drug Discovery Platform, Eli Lilly and Company , Senior Director , TuneLab AI Drug Discovery Platform , Eli Lilly & Co

Gevorg Grigoryan, PhD, Co-Founder & CTO, Generate Biomedicines , Co-Founder & CTO , Generate: Biomedicines

Session Block

AI, COMPUTATIONAL DESIGN & FORMAT SELECTION

Modular Generation of Multispecific Antibodies Using Protein Trans-Splicing

Photo of Jared A. Shadish, PhD, Senior Scientist, Protein Engineering & Novel Modalities, AstraZeneca , Senior Scientist , Protein Engineering & Novel Modalities , AstraZeneca
Jared A. Shadish, PhD, Senior Scientist, Protein Engineering & Novel Modalities, AstraZeneca , Senior Scientist , Protein Engineering & Novel Modalities , AstraZeneca

In this work, multispecific antibodies in a variety of formats are produced using intein-mediated protein splicing, thus enabling the high-throughput production of combinatorial libraries of complex antibody modalities. We show that conventionally produced and intein-spliced bispecific molecules exhibit indistinguishable biochemical and functional properties. Dual splicing reactions facilitate the generation of bivalent molecules, and building off the DuetMab platform enables the creation of trispecific formats with unexpected functional consequences.

Presentation to be Announced

Closing the Loop: AI-Driven Discovery of Functional Multispecific Antibodies through High-Throughput Single-Cell Screening

Photo of Alon Wellner, Vice President, Biology, Co-Founder, Aureka Biotechnologies , VP of Biology , Aureka Biotechnologies
Alon Wellner, Vice President, Biology, Co-Founder, Aureka Biotechnologies , VP of Biology , Aureka Biotechnologies

Despite rapid advances in AI-based protein design, predicting the function of multispecific antibodies remains a major challenge. This presentation will describe Aureka's closed-loop discovery platform, integrating AI-guided design with high-throughput single-cell functional screening to generate rich biological datasets that continuously improve predictive models. By learning the design principles underlying functional activity rather than binding alone, this approach aims to accelerate the discovery of best-in-class multispecific therapeutics.

Generative AI for de novo Design of Drug-Like Therapeutic Multispecifics

Photo of Surge Biswas, PhD, Founder & CEO, Nabla Bio, Inc. , Founder & CEO , Nabla Bio Inc
Surge Biswas, PhD, Founder & CEO, Nabla Bio, Inc. , Founder & CEO , Nabla Bio Inc

Generative protein design is rapidly advancing the creation of de novo monospecific antibodies with drug-like properties. The next frontier is designing more complex therapeutic molecules, particularly multispecific antibodies. This talk will showcase examples of zero-shot generation and computational optimization of multispecific antibodies using generative models, and discuss the modeling, design, and experimental advances needed to make multispecific protein design as reliable and scalable as current monospecific approaches.

NANOBODIES AND MINI PROTEINS FOR MULTISPECIFICS

AI-Driven Design of Mono- and Multispecific VHH Therapeutics

Photo of Norbert Furtmann, PhD, Head, Biologics AI & Design, Computational and AI Strategy, Sanofi , Global Head of Biologics AI & Design , Computational and AI Strategy , Sanofi
Norbert Furtmann, PhD, Head, Biologics AI & Design, Computational and AI Strategy, Sanofi , Global Head of Biologics AI & Design , Computational and AI Strategy , Sanofi

Artificial intelligence is expanding opportunities to design and optimize VHH therapeutics with increasingly complex functions. This presentation will explore how AI and computational approaches can support the discovery of mono- and multispecific VHHs, from sequence and structure design to optimization of binding, specificity, and developability. Integrated computational and experimental workflows can accelerate candidate selection and enable the design of next-generation multispecific biologics.

Multivalent Nanobodies for Potent and Broad Neutralization of Staphylococcus aureus Toxins

Photo of Yi Shi, PhD, Associate Professor, Protein Engineering, Icahn School of Medicine, Mount Sinai , Associate Professor , Pharmacological Sciences , Icahn School of Medicine at Mount Sinai
Yi Shi, PhD, Associate Professor, Protein Engineering, Icahn School of Medicine, Mount Sinai , Associate Professor , Pharmacological Sciences , Icahn School of Medicine at Mount Sinai

We present an integrated nanobody discovery and engineering platform that combines serum proteomics, repertoire sequencing, AI-enabled structure prediction, and modular multivalent design. The workflow rapidly identifies high-affinity binders, maps complementary epitopes, and assembles compact multispecific biologics with exceptional potency, breadth, and developability. Using Staphylococcus aureus toxins as a model, we demonstrate how this platform can generate scalable countermeasures against antigenic diversity and support rapid translation across infectious disease and oncology.

CHECKPOINT, IMMUNOMODULATORY, AND PAYLOAD-BASED MULTISPECIFICS

Engineering a p40/TL1A Bispecific Antibody for IBD: How Format Optimization Enabled Clinical Candidate Selection

Photo of Nicole M. Piche-Nicholas, Senior Principal Scientist, BioMedicine Design, Pfizer , Senior Principal Scientist , BioMedicine Design , Pfizer Inc
Nicole M. Piche-Nicholas, Senior Principal Scientist, BioMedicine Design, Pfizer , Senior Principal Scientist , BioMedicine Design , Pfizer Inc

This talk will outline engineering of a p40/TL1A bispecific antibody for IBD, designed to improve upon clinically validated monotherapies by targeting complementary IL-12/IL-23 and TL1A/DR3 inflammatory pathways. We will describe anti-TL1A domain optimization to minimize developability risks and predicted T cell epitopes, followed by systematic assessment of multiple bispecific formats for manufacturability, molecular quality, pharmacokinetics, and in vivo performance. Integration of these data guided selection of PF-07261271 (RO7837195) for clinical development.

Engineering Next-Generation IL-10 Immunocytokines: Multispecific Antibody Design to Expand the Therapeutic Window for Cancer and Autoimmune Diseases

Photo of Di Lu, PhD, Vice President, R&D, Fapon Biotech , VP , R&D , Fapon Biotech
Di Lu, PhD, Vice President, R&D, Fapon Biotech , VP , R&D , Fapon Biotech

Interleukin-10 possesses unique immunomodulatory activities with significant therapeutic potential, yet its clinical application has historically been limited by systemic toxicity and an unfavorable therapeutic window. This presentation will describe an engineered IL-10 mutant platform combined with antibody-directed delivery to selectively activate IL-10 biology at disease sites, illustrated by the PD-1×IL-10M immunocytokine FP008 for oncology and the TL1A×IL-10MM fusion protein FP012 for inflammatory diseases, highlighting a general strategy for designing safer and more effective multispecifics.

Design and Development of Bispecific ADCs for Next-Generation Targeted Therapy

Photo of Ya-Chi Chen, PharmD, Chief Scientific Officer, OBI Pharma , Chief Scientific Officer , OBI Pharma
Ya-Chi Chen, PharmD, Chief Scientific Officer, OBI Pharma , Chief Scientific Officer , OBI Pharma

Next-generation bispecific ADCs overcome tumor heterogeneity and resistance by targeting dual antigens to accelerate endocytosis and combining dual-mechanism payloads. Utilizing OBI’s GlycOBIDUO site-specific conjugation and hydrophilic HYPrOBI linkers, the platform enables High DAR delivery without aggregation. Ultimately, enhanced linker stability minimizes off-target toxicity and expands the therapeutic window, offering a breakthrough for low-antigen-expressing tumors.


SynthBody: A Novel Multivalent Multispecific Antibody-Drug Conjugate Platform Demonstrates Combinatorial Logic-Gated "Synthetic" Targeting of Cancer Antigens with Log-Order Enhanced Internalization and Potency

Photo of Ramesh Baliga, PhD, CSO, Synthetic Design Lab , CSO , Synthetic Design Lab
Ramesh Baliga, PhD, CSO, Synthetic Design Lab , CSO , Synthetic Design Lab

We describe a novel engineered multivalent multispecific therapeutic approach (SYNTHBODY) that enables targeting of combinatorial “synthetic” cancer targets. The SYNTHBODY ADC approach leads to log-order greater internalization and in vitro and in vivo potency, when compared with an approved benchmark or bispecific ADC approaches with component binders. We highlight the efficient discovery, layered logic-gated architecture, optimized developability, pharmacokinetics, and in vivo efficacy using a few example SYNTHBODY constructs.

PEPTALK KEYNOTE SESSION

Panel Moderator:

Peptides at the Inflection Point: From Constrained Scaffolds to AI-Designed Clinical Candidates—Where are Peptide Therapeutics Headed?

Charles Johannes, PhD, Founder & Principal, EPOC Scientific; President & Co-Founder, Peptide Drug Hunting Consortium (PDHC) , Founder, Chief Scientist , Exploratory Chemistry , EPOC Scientific LLC

Panelists:

Simon Bailey, PhD, MBA, COO and President, R&D, Unnatural Products, Inc. , COO and President , R&D , Unnatural Products, Inc.

Stephen T. Buckley, PhD, Scientific Vice President, Advanced Drug Delivery, Novo Nordisk A/S , Scientific VP , Advanced Drug Delivery , Novo Nordisk A/S

Tomoyuki Igawa, PhD, Vice President & Head, Discovery Research Division, Chugai Pharmaceutical Co., Ltd. , Vice President, Head , Discovery Research , Chugai Pharmaceutial Co.,Ltd.

Danjuma Quarless, PhD, Senior Director, AI & Biotech Innovation, Lilly Ventures, Eli Lilly and Company , Senior Director - AI & Biotech Innovation , Lilly Ventures , Eli Lilly & Company

Thomas Von Erlach, PhD, CEO & CSO, Vivtex Corporation , CEO & CSO , Vivtex Corporation


For more details on the conference, please contact:

Nikki Cerniuk

Conference Producer

Cambridge Healthtech Institute

Email: ncerniuk@healthtech.com

 

For sponsorship information, please contact:

 

Companies A-K

Jason Gerardi

Sr. Manager, Business Development

Cambridge Healthtech Institute

Phone: 781-972-5452

Email: jgerardi@healthtech.com

 

Companies L-Z

Ashley Parsons

Manager, Business Development

Cambridge Healthtech Institute

Phone: 781-972-1340

Email: ashleyparsons@healthtech.com