The SpyBLI cell-free pipeline for the rapid quantification of binding kinetics from crude samples

Accurate measurements of binding kinetics, encompassing equilibrium dissociation constant (<i>K</i> <sub>D</sub>), association rate (<i>k</i> <sub>on</sub>), and dissociation rate (<i>k</i> <sub>off</sub>), are critical for the development and optimisation of high-affinity binding proteins. However, such measurements require highly purified material and precise ligand immobilisation, limiting the number of binders that can be characterised within a reasonable timescale and budget. Here, we present the SpyBLI method, a rapid and cost-effective biolayer interferometry (BLI) pipeline that leverages the SpyCatcher003-SpyTag003 covalent association, eliminating the need for both binder purification and concentration determination. This approach allows for accurate binding-kinetic measurements to be performed directly from crude mammalian-cell supernatants or cell-free expression blends. We also introduce a linear gene fragment design that enables reliable expression in cell-free systems without any PCR or cloning steps, allowing binding kinetics data to be collected in under 24 hours from receiving inexpensive DNA fragments, with minimal hands-on time. We demonstrate the method's broad applicability using a range of nanobodies and single-chain antibody variable fragments (scFvs), with affinity values spanning six orders of magnitude. By minimising sample preparation and employing highly controlled, ordered sensor immobilisation, our workflow delivers reliable kinetic measurements from crude mixtures without sacrificing precision. We expect that the opportunity to carry out rapid and accurate binding measurements in good throughput should prove especially valuable for binder engineering, the screening of next-generation sequencing-derived libraries, and computational protein design, where large numbers of potential binders for the same target must be rapidly and accurately characterised to enable iterative refinement and candidate selection.

Authors

Institutions

Publication Details

Journal
RSC Chemical Biology
Published
2025-01-01
DOI
https://doi.org/10.1039/d5cb00079c
Citations
1
Primary Topic
Biochemical and Structural Characterization
Type
article
Field-Weighted Citation Impact
0.81

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The SpyBLI cell-free pipeline for the rapid quantification of binding kinetics from crude samples

Montader Ali, Mark Howarth, Pietro Sormanni, Anthony H. Keeble et al.
1 citations
RSC Chemical Biology
Biochemical and Structural Characterization
0.81
article

The SpyBLI cell-free pipeline for the rapid quantification of binding kinetics from crude samples

Montader Ali, Mark Howarth, Pietro Sormanni, Anthony H. Keeble, Stéfano Ricagno, Cristina Visentin, Misha Atkinson, Olga Predeina, Oliver Wissett
article en
1 citations

Abstract

Accurate measurements of binding kinetics, encompassing equilibrium dissociation constant (<i>K</i> <sub>D</sub>), association rate (<i>k</i> <sub>on</sub>), and dissociation rate (<i>k</i> <sub>off</sub>), are critical for the development and optimisation of high-affinity binding proteins. However, such measurements require highly purified material and precise ligand immobilisation, limiting the number of binders that can be characterised within a reasonable timescale and budget. Here, we present the SpyBLI method, a rapid and cost-effective biolayer interferometry (BLI) pipeline that leverages the SpyCatcher003-SpyTag003 covalent association, eliminating the need for both binder purification and concentration determination. This approach allows for accurate binding-kinetic measurements to be performed directly from crude mammalian-cell supernatants or cell-free expression blends. We also introduce a linear gene fragment design that enables reliable expression in cell-free systems without any PCR or cloning steps, allowing binding kinetics data to be collected in under 24 hours from receiving inexpensive DNA fragments, with minimal hands-on time. We demonstrate the method's broad applicability using a range of nanobodies and single-chain antibody variable fragments (scFvs), with affinity values spanning six orders of magnitude. By minimising sample preparation and employing highly controlled, ordered sensor immobilisation, our workflow delivers reliable kinetic measurements from crude mixtures without sacrificing precision. We expect that the opportunity to carry out rapid and accurate binding measurements in good throughput should prove especially valuable for binder engineering, the screening of next-generation sequencing-derived libraries, and computational protein design, where large numbers of potential binders for the same target must be rapidly and accurately characterised to enable iterative refinement and candidate selection.

RSC Chemical BiologyVol. 6(8)
University of Milan (IT), University of Cambridge (GB), IRCCS Policlinico San Donato (IT)
UK Research and Innovation, Royal Society, Fondazione Cariplo, Associazione Italiana per la Ricerca sul Cancro, Medical Research Council, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 27%
Biochemical and Structural Characterization
0.81
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.