Cambridge Healthtech Instituteの初開催
Predictive Protein Production
タンパク質生産の予測
Disruptive Tools for Capturing Data More Efficiently and Applying Analytics More Effectively
データを効率的に収集し、アナリティクスを効果的に適用するディスラプティブツール
2025年1月13日 PST(米国太平洋標準時)
1月13日 月曜日
Registration and Morning Coffee8:00 am
Organizer's Welcome Remarks8:50 am
Lynn Brainard, Conference Producer, Cambridge Innovation Institute
DRIVING HIGH-THROUGHPUT AND CELL-FREE INNOVATIONS FOR THE FUTURE
将来に向けて、ハイスループットとセルフリーのイノベーションを促進
Innovative Start-Up Showcase: SPOC Proteomics
High-Plex Cell-Free Expression Methods for Affinity Screening and Biological Validation of Antibody-Based Therapeutics
Bharath Takulapalli, PhD, Founder & CEO, SPOC Proteomics Inc.
Sensor-integrated proteome on chip (SPOC) is the world’s first highly multiplexed kinetic proteomic biosensor. Our unique cell-free production combined with simultaneous capture-purification onto biosensors enables up to 1000 unique proteins per chip, reducing costs by 10x from traditional recombinant protein workflows. Using real-time SPR screening, we offer qualitative, quantitative, and kinetic data for thousands of proteins simultaneously to support drug discovery, biomarker discovery, vaccine development, plasma proteomics, and diagnostics.
Collaborative Impact: Innovators & Users in Action
Bharath Takulapalli, PhD, Founder & CEO, SPOC Proteomics Inc.
Discover how groundbreaking collaborations between early adopters and innovators are driving advances in biological R&D. This interactive mini-panel explores how joint efforts in protein design and high-throughput screening are accelerating breakthroughs and overcoming key challenges in scientific discovery.
Collaborator to be Announced
Generating and Measuring Protein-Antibody Interactions in Cell-Free Lysate Reaction Systems
Matthew Coleman, PhD, Senior Scientist & Group Leader, Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory
Cell-free protein synthesis (CFPS) systems are versatile and can facilitate swift turnaround in design, production, and characterization of antibodies. We use CFPS combined with microfluidic systems for producing computationally designed proteins and affinity reagents for validating specific protein and peptide interactions without any purification. This approach utilizes microfluidics combined with fluorescent correlation spectroscopy, for screening interaction kinetics in real-time. We will present data for generating antibodies as well as porin studies, calcium channels, and other receptors of interest.

Unlocking the Power of Machine Learning for Codon Optimization and Predictable Protein Expression
Rita Cruz, Head, Molecular Biology, Ingenza Ltd
The choice of codons significantly impacts recombinant protein expression in engineered organisms. The most common codon optimization strategies are rather simplistic, unreliable and inefficient. This presentation will introduce codABLE™, a groundbreaking machine-learning algorithm that aligns natural codon usage patterns with gene expression levels to create gene designs that are highly compatible with the production host. The integration of codABLE™ with expertise in diverse biomanufacturing hosts enables rapid and reliable development of the protein production process.
Presentation to be Announced10:45 am
Networking Coffee Break11:00 am
Cell-Free Expression of Antibodies and Antibody Fragments from Veterinary Species and Their Application in Downstream Assays
Erika Orban, PhD, Principal Scientist, Protein Therapeutics & Biochemistry & Cell Enginering, Zoetis Inc.
The production of antibodies is a time-consuming process. Cell-free protein synthesis (CFPS) offers a faster solution for protein expression, therefore its applicability with antibodies and antibody fragments was investigated. In the present study we focused on the expression of functional single-chain antibody fragments, and how the method could be used in a high-throughput assay format. Here we report on different CFPS methods and their applicability in downstream assays.
High-Throughput Protein Expression Screening of Cell-Surface Protein Ectodomains
Anita Ghosh, PhD, Senior Scientist, Antigen Production, Institute for Protein Innovation
Cell-surface receptors pose challenges in expression and purification due to low levels, misfolding, and instability. We introduce a high-throughput ELISA fluorescence approach to rapidly assess multiple recombinant constructs. Utilizing small-scale expression, enzymatic biotinylation, and C-terminal His-tag capture, this approach efficiently prioritizes constructs for large-scale production. Testing truncation constructs across various protein families demonstrated its effectiveness, significantly saving time in identifying optimal candidates for downstream applications.
Enjoy Lunch on Your Own12:15 pm
Session Break12:45 pm
ENGINEERING THE FUTURE: STREAMLINING PROTEIN PRODUCTION
将来をエンジニアリング:タンパク質生産の合理化
Unlocking Next-Generation Protein Manufacturing Using Systems Engineering
Romel Menacho-Melgar, PhD, CEO, Roke Biotechnologies
We introduce a systems engineering approach to protein expression in E. coli, leveraging standard two-stage expression bioprocesses across various scales, from microtiter plates to instrumented bioreactors. This approach facilitates the engineering of strains that operate beyond traditional growth-associated constraints, allowing for the application of advanced tools such as dynamic control over host proteins. We have used this to engineer novel E. coli strains that enhance the production of difficult-to-express proteins and genetically program downstream purification steps, dramatically lowering production costs.
High-Throughput Bacterial Protein Production in an Academic Lab
Stacey Gerben, PhD, Collaborative Manager, Institute for Protein Design, University of Washington
The talk will focus on advances in optimizing small-scale, high-throughput protein production in an academic setting in the Institute of Protein Design (IPD) at the University of Washington. It will highlight a versatile approach that accommodates varying levels of automation, ensuring compatibility with available resources as well as recent work maturing and standardizing the method across different labs and buildings within the IPD.

Rebuilding Expression System and Its Applications for Research & Development of Biologics
Takashi Ebihara, COO, GeneFrontier Corporation
PUREfrex is our unique, rebuilt, cell-free protein expression system. It's easy to customize for various applications, and useful for high-throughput screening of various kinds of biologics, difficult-to-express proteins, or novel modalities having the synergy with the AI/ML platform.
Networking Refreshment Break3:35 pm
Using Systems Approaches to Study and Engineering Protein Secretion in Mammalian Cells
Nathan E. Lewis, PhD, GRA Eminent Scholar and Professor, Center for Molecular Medicine Complex, Department of Biochemistry and Molecular Biology, University of Georgia
The mammalian secretory pathway involves the coordinated function of >1000 proteins to synthesize, fold, modify and traffick more than a 1/3 of the protein-coding genome. While we harness this system for producing a vast array of native and heterologous proteins, it remains unclear why some proteins express well and others do not. We have developed large computational models of the secretory pathway, deployed omics and genome editing tools to probe and modify the system, and studied the expression of more than 1000 different secreted proteins in CHO cells. Here we will describe how we use these technologies to better understand protein secretion and enhance recombinant protein expression.
Innovative Start-Up Showcase: Tierra Biosciences Programming Biological Systems-Optimizing Activity through Protein Design
Grace T. Tharmarajah, PhD, Vice President Product & Marketing, Tierra Biosciences
Biological systems can be programmed by modifying protein structure through amino acid sequence changes. Models, both proprietary and open source, can predict sequence changes to enhance biological outcomes. However, synthesizing both natural and model-generated sequences is still a challenge. A high-throughput combinatorial screening platform to assess translation followed by a production platform to purify proteins will generate the millions of data points needed to predict manufacturability across diverse protein classes.
Collaborative Impact: Innovators & Users in Action
Grace T. Tharmarajah, PhD, Vice President Product & Marketing, Tierra Biosciences
Discover how groundbreaking collaborations between early adopters and innovators are driving advances in biological R&D. This interactive mini-panel explores how joint efforts in protein design and high-throughput screening are accelerating breakthroughs and overcoming key challenges in scientific discovery.
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