Skills

Binding Characterization

Guidance for SPR and BLI binding characterization experiments.

Install

npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill binding-characterization -g -a claude-code -y
Category
Engineering
Updated
4mo ago
License
MIT
Context cost
Mediumabout 2,112 tokens
Runs scripts
No, instructions only

What it does

Guidance for SPR and BLI binding characterization experiments. Use when: (1) Planning binding kinetics experiments, (2) Troubleshooting poor/no binding signal, (3) Interpreting kinetic data artifacts, (4) Choosing between SPR vs BLI platforms.

Binding Characterization: SPR and BLI

SPR vs BLI Decision Matrix

FactorChoose SPRChoose BLI
SensitivitySmall molecules, fragments (<500 Da)Large complexes, antibodies
ThroughputLow-medium (serial)High (96-well parallel)
Sample purityRequired (clogs fluidics)Tolerates crude lysates
Kinetic resolutionHigher (better for fast kinetics)Lower
Mass transportMore sensitive (may distort kon)Less sensitive
MaintenanceHigh (fluidics system)Low (dip-and-read)
Sample consumptionHigher (continuous flow)Lower
Cost per experimentLower chip cost, higher run costHigher tip cost, lower run cost

Key differences

SPR (Surface Plasmon Resonance)

  • Mechanism: Detects refractive index changes at gold surface
  • Surface: Gold chip with dextran matrix (CM5, CM7, etc.)
  • Flow: Continuous microfluidics
  • Best for: Small molecules, high-affinity, precise kon/koff

BLI (Biolayer Interferometry)

  • Mechanism: Measures optical interference pattern shift
  • Surface: Fiber optic biosensor tips (SA, Ni-NTA, AHC)
  • Flow: Dip-and-read (no microfluidics)
  • Best for: High-throughput, crude samples, antibody screening

Troubleshooting: Why BLI works but SPR doesn't

CauseMechanismSolution
Hydrophobic CDRsAdsorb to SPR gold/dextran surfaceAdd 0.05% Tween-20, use CM7 chip with longer dextran
AggregationMass transport artifacts in SPR fluidicsFilter sample (0.22μm), reduce ligand density
High instabilityDegrades during continuous flowShorter cycle time, add stabilizers (trehalose 5%)
Charge mismatchNonspecific binding to charged dextranAdjust buffer pH ±1 from pI, add BSA 1mg/mL
Slow dissociationLong regeneration needed (damages ligand)Use BLI (disposable tips)
Read the whole SKILL.md on GitHub

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