Protein AI field guideArticle 3 of 7

    Choose the Site Before the Binder

    Trastuzumab and pertuzumab engage different surfaces of HER2. Their measured structures show why the location of binding belongs in the design brief before affinity becomes the optimization target.

    Evidence type
    Published-study walkthrough
    Published
    August 2026

    The surface is part of the therapeutic hypothesis

    Two binders can recognize the same receptor and do different jobs. One may block a partner; another may leave that interaction intact. A positive binding assay tells a team that a molecule engages its target. It does not, by itself, tell them whether it engages the useful surface.

    At Crane, protein engineers turn the intended mechanism into a spatial brief: the receptor feature to block or engage, the surfaces to avoid, the orientation a payload may need, and the measurements that would prove the hypothesis.

    One receptor, two measured intervention sites

    Select an epitope to see how the biological hypothesis changes.

    Loading measured HER2 complex

    HER2Two distinct sitesExperimental

    Drag to rotate · scroll to zoom

    Rose: domain IV · orange: domain II

    Epitope map

    One target supports different hypotheses

    The same measured HER2 ectodomain carries two spatially distinct antibody epitopes. Choosing between them changes which receptor event a new binder could influence.

    Evidence boundary

    Co-occupancy establishes compatible geometry. It does not establish combination benefit, additivity, or clinical effect.

    Measured reference: PDB 8Q6J

    The same receptor presents different intervention sites

    The measured cryo-EM structure PDB 8Q6J captures one HER2 ectodomain with both trastuzumab and pertuzumab Fabs. It makes the strategic contrast visible on the same receptor.

    Trastuzumab occupies the membrane-proximal domain IV epitope also measured in PDB 1N8Z. Pertuzumab binds near the center of domain II in PDB 1S78, beside a receptor dimerization surface.

    The pertuzumab structure and mutagenesis study supports a steric model for interfering with receptor dimerization. The structure does not establish that any new binder at that site will reproduce the same affinity, signaling effect, or cellular response.

    Same receptor, different spatial briefs
    ExampleMeasured binding siteDesign implication
    TrastuzumabA membrane-proximal HER2 domain IV epitope.Site and orientation must be assessed in the context of the intended mechanism and format.
    PertuzumabA domain II epitope beside a receptor dimerization surface.The published structural and mutational evidence supports a steric mechanism.
    A proposed binderAn interface predicted on the chosen surface.Competition and functional measurements must test whether engagement produces the intended effect.
    Scroll across to read the comparison.
    Orientation schematic

    HER2 domain IV is closest to the membrane; domain II sits farther along the ectodomain. Rose marks the trastuzumab site, orange the pertuzumab site.

    Domain order only, not to scale. The membrane is a contextual cue, not measured coordinates or an orientation fitted to the rotatable structure.

    A small two-helix binder approaches a marked patch on a generic target surface.

    Conceptual illustration

    A binding site needs a biological reason

    A generic target and a proposed binder illustrate the choice of surface. The biological question determines which encounter is worth testing.

    Site selection comes before affinity optimization

    Once the intended receptor event is clear, an epitope can become a design constraint. Hotspots can define where contacts should form. Negative constraints can keep a candidate away from glycans, conserved family surfaces, or geometry that would obstruct the intended format.

    A published HER2 domain IV binder program used iterative computational design and experimental feedback to refine a site-specific LRR binder. That loop matters. It is not a one-shot demonstration that choosing a patch and running a model produces a development candidate.

    The deliverable is a spatial brief that explains why this surface is worth pursuing. It names the accessibility and orientation constraints and the result that would make the team reject the proposed mechanism. A predicted interface then carries a testable argument into the synthesis decision.

    How an epitope becomes an experimental plan

    01 · Define

    Name the receptor event

    Dimerization, internalization, recruitment, steric blockade, or payload positioning each imply a different spatial brief.

    02 · Constrain

    Mark required and forbidden surfaces

    Encode hotspots, orientation, accessibility, glycan context, and selectivity risks before generating candidates.

    03 · Challenge

    Test the interface as an ensemble

    Use orthogonal models and structural checks to find collisions, unstable contacts, and alternative poses before synthesis.

    04 · Prove

    Connect binding to biology

    Measure binding, competition, signaling, trafficking, and cellular response in the context the mechanism requires.

    Related Crane work: a computational PD-L1 study

    Our PD-L1 cyclic-peptide study shows how we evaluated a different interface problem computationally. It reports design and structural assessment, not measured binding or a validated therapeutic outcome. It is an example of Crane's execution alongside the published HER2 evidence discussed here.

    Which surface would change the biology?

    Bring your target and intended mechanism. We can turn them into an epitope brief, assess accessibility and competing poses, and define the evidence a candidate needs before your team commits to synthesis.

    Discuss your project

    Part 3 of 7

    Protein AI field guide

    Protein AI in practice: a seven-part field guide

    Seven connected decisions, illustrated by different molecular systems and published studies. Frame the problem and choose a route, specify the physical constraints, then decide what evidence earns the next experiment.

    Start with the decision in front of you. After choosing a state, follow the binding-site or catalytic-chemistry example that fits your application. Article numbers follow publication order.

    1. 01

      Frame the problem

      Available now

      Map the Molecular System

      Before models run, map the constructs, partners, ligands, stoichiometry, and interfaces that carry the biology.

    2. 05

      Available now

      One Target, Three Development Strategies

      Proteins, peptides, nucleic acids, and small molecules offer different routes to the same goal.

    3. 02

      Specify the design

      Available now

      The Target Changes Shape

      Compare measured target states before choosing a structural reference.

    4. 03

      Current story3 of 7

      Choose the Site Before the Binder

      For binding programs: connect the chosen surface to the intended biological effect.

    5. 04

      Available now

      Design the Chemistry Before the Scaffold

      For enzyme programs: distinguish a catalytic geometry from measured activity.

    6. 06

      Decide what advances

      Available now

      When a Binder Earns the Next Experiment

      Separate measured binding, solution behavior, and structural agreement from open development questions.

    7. 07

      Learn from measurement

      Available now

      The Next Round Starts with the Assay

      Build, test, learn, and feed experimental results into the next design round.