CDRxAbs: antibody small-molecule conjugates with computationally designed target-binding synergy

Bioconjugates as therapeutic modalities combine the advantages and offset the disadvantages of their constituent parts to achieve a refined spectrum of action. We combine the concept of bioconjugation with the full atomic simulation capability of computational protein design to define a new class of molecular recognition agents: CDR-extended antibodies, abbreviated as CDRxAbs. A CDRxAb incorporates a covalently attached small molecule into an antibody/target binding interface using computational protein design to create an antibody small-molecule conjugate that binds tighter to the target of the small molecule than the small molecule would alone. CDRxAbs are also expected to increase the target binding specificity of their associated small molecules. In a proof-of-concept study using monomeric streptavidin/biotin pairs at either a nanomolar or micromolar-level initial affinity, we designed nanobody-biotin conjugates that exhibited >20-fold affinity improvement against their protein targets with step-wise optimization of binding kinetics and overall protein stability. The workflow explored through this process promises a novel approach to optimize small-molecule based therapeutics and to explore new chemical and target space for molecular-recognition agents in general.

Authors

Institutions

Publication Details

Journal
Protein Engineering Design and Selection
Published
2025-01-01
DOI
https://doi.org/10.1093/protein/gzaf004
Primary Topic
Monoclonal and Polyclonal Antibodies Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

CDRxAbs: antibody small-molecule conjugates with computationally designed target-binding synergy

Stephen L. Mayo, Aiden J. Aceves, Jingzhou Wang, Nicholas J Friesenhahn
Protein Engineering Design and Selection
Monoclonal and Polyclonal Antibodies Research
article

CDRxAbs: antibody small-molecule conjugates with computationally designed target-binding synergy

Stephen L. Mayo, Aiden J. Aceves, Jingzhou Wang, Nicholas J Friesenhahn
article en

Abstract

Bioconjugates as therapeutic modalities combine the advantages and offset the disadvantages of their constituent parts to achieve a refined spectrum of action. We combine the concept of bioconjugation with the full atomic simulation capability of computational protein design to define a new class of molecular recognition agents: CDR-extended antibodies, abbreviated as CDRxAbs. A CDRxAb incorporates a covalently attached small molecule into an antibody/target binding interface using computational protein design to create an antibody small-molecule conjugate that binds tighter to the target of the small molecule than the small molecule would alone. CDRxAbs are also expected to increase the target binding specificity of their associated small molecules. In a proof-of-concept study using monomeric streptavidin/biotin pairs at either a nanomolar or micromolar-level initial affinity, we designed nanobody-biotin conjugates that exhibited >20-fold affinity improvement against their protein targets with step-wise optimization of binding kinetics and overall protein stability. The workflow explored through this process promises a novel approach to optimize small-molecule based therapeutics and to explore new chemical and target space for molecular-recognition agents in general.

Protein Engineering Design and SelectionVol. 38
California Institute of Technology (US), Merck & Co., Inc., Rahway, NJ, USA (United States) (US), Partners In Care (US)
Openalex Percentile: Top 92%
Monoclonal and Polyclonal Antibodies Research
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.

CDRxAbs: antibody small-molecule conjugates with computationally designed target-binding synergy — Stephen L. Mayo, Aiden J. Aceves, et al. · Protein Engineering Design and Selection (2025) | TGRS Research Map | TGRS