About
In this webinar, Dr. Jihye Jo introduces PPI (protein-protein interaction) Landscape, powered by PROTEINA’s single-molecule SPID platform.

PPI Landscape transforms antibody libraries into sequence-to-affinity heatmaps, capturing 5,000 KD-precision data points per run with SPR/BLI-equivalent accuracy. Within just two weeks, the platform completes the entire workflow—from DNA library synthesis to mammalian (HEK/CHO) expression and single-molecule KD measurement—all without purification.

This quantitative Deep Mutational Scanning (qDMS) approach reveals how every mutation within the antibody CDRs affects binding affinity, guiding combinatorial library design across inter- and intra-CDR regions.

As a data-driven, high-throughput, fee-for-service solution, PPI Landscape enables rapid affinity maturation and tuning, delivering optimized antibody sequences with sub-nanomolar to picomolar affinities—at unmatched speed, scale, and precision.

Key Topics:

  • Discover how the PPI Landscape platform transforms antibody libraries into sequence-to-affinity heatmaps using single-molecule SPID technology

  • Learn how 5,000 KD-precision data points per run enable high-throughput, quantitative Deep Mutational Scanning (qDMS) of antibody CDRs

  • Explore how inter- and intra-CDR combinatorial libraries can be rationally designed from quantitative affinity landscapes

  • Understand how this purification-free, mammalian-based workflow achieves SPR/BLI-equivalent accuracy with a two-week turnaround

  • Gain insight into applying PPI Landscape data for affinity maturation, affinity tuning, and AI-assisted antibody optimization

Presenter
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Jihye Jo, PhD
Director of the High-Throughput Antibody Engineering Platform at PROTEINA
Dr. Jihye Jo is Director of the High-Throughput Antibody Engineering Platform at PROTEINA, where she leads the development of SPID, a single-molecule fluorescence imaging technology that enables high-throughput antibody characterization and AI-driven antibody design. Prior to joining PROTEINA, she worked at the Novartis Institute for Biomedical Research. Dr. Jo earned her PhD in Biophysics from Yale University.
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