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Related Experiment Video

Updated: Mar 13, 2026

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High-Resolution Quantification of Two-Way Nanobody Synergy Using Automated Liquid Handling and Computational

Natasha M Bourgeois1, Satchel W Bell1, Jean Paul Olivier1

  • 1Center for Global Infectious Disease Research, Seattle Children's Research Institute, Seattle, WA, USA.

Bio-Protocol
|March 12, 2026
PubMed
Summary
This summary is machine-generated.

This study introduces a reproducible protocol to quantify functional synergy between antiviral nanobody pairs. The method uses automated liquid handling and quantitative modeling to identify potent, escape-resistant biologic combinations.

Keywords:
AntiviralsAutomated liquid handlingNanobodySingle domain antibodySynergyTherapeutics

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Area of Science:

  • Biotechnology
  • Immunology
  • Virology

Background:

  • Evaluating functional cooperativity of single-domain antibodies is crucial for developing effective antiviral biologics.
  • Understanding synergistic effects between neutralizing nanobody pairs enhances rational therapeutic design.

Purpose of the Study:

  • To present a reproducible protocol for quantifying functional synergy between neutralizing nanobody pairs in viral infectivity assays.
  • To enable robust evaluation of combinatorial nanobody therapeutics.

Main Methods:

  • Utilized controlled automated liquid handling to prepare two-dimensional concentration matrices for nanobody pairs.
  • Employed quantitative models (e.g., MuSyC) to fit neutralization data, estimating potency, cooperativity, and efficacy.
  • Integrated experimental, computational, and visualization procedures for comprehensive analysis.

Main Results:

  • The protocol reproducibly quantifies functional synergy, distinguishing additive, synergistic, and antagonistic effects.
  • Statistically interpretable parameter estimates were achieved through replicated measurements.
  • The framework facilitates the systematic discovery of synergistic nanobody combinations.

Conclusions:

  • This framework provides a robust method for assessing nanobody cooperativity using standard equipment and open-source tools.
  • The protocol is broadly applicable to other classes of binding or inhibitory molecules for discovering synergistic combinations.
  • This approach advances the development of potent and escape-resistant antiviral biologics.