News Picture Generic

High-throughput discovery of organic cages and catenanes using computational screening fused with robotic synthesis

August 15, 2018

High-throughput discovery of organic cages and catenanes using computational screening fused with robotic synthesis

Department of Chemistry and Materials Innovation Factory, University of Liverpool
Department of Chemistry, Imperial College, London

Nature Communications Journal

Supramolecular synthesis is a powerful strategy for assembling complex molecules, but to do this by targeted design is challenging. This is because multicomponent assembly reactions have the potential to form a wide variety of products. High-throughput screening can explore a broad synthetic space, but this is inefficient and inelegant when applied blindly. Here we fuse computation with robotic synthesis to create a hybrid discovery workflow for discovering new organic cage molecules, and by extension, other supramolecular systems. A total of 78 precursor combinations were investigated by computation and experiment, leading to 33 cages that were formed cleanly in one-pot syntheses. Comparison of calculations with experimental outcomes across this broad library shows that computation has the power to focus experiments, for example by identifying linkers that are less likely to be reliable for cage formation. Screening also led to the unplanned discovery of a new cage topology—doubly bridged, triply interlocked cage catenanes.

For details: High-throughput discovery of organic cages and catenanes using computational screening fused with robotic synthesis

R.L. Greenaway 1, V. Santolini 2, M.J. Bennison 1, B.M. Alston 1, C.J. Pugh 1, M.A. Little 1, M. Miklitz 2, E.G.B. Eden-Rump 1, R. Clowes 1, A. Shakil 1, H.J. Cuthbertson 1, H. Armstrong 1, M.E. Briggs 1, K.E. Jelfs 2 & A.I. Cooper 1

1. Department of Chemistry and Materials Innovation Factory, University of Liverpool, 51 Oxford Street, Liverpool L7 3NY, UK.

2. Department of Chemistry, Imperial College London, South Kensington, London SW7 2AZ, UK.

For more information about Chemspeed solutions:

ISYNTH

NATURE COMMUNICATIONS (2018)
DOI: 10.1038/s41467-018-05271-9
www.nature.com/naturecommunications

For details please contact [email protected]

Other Recent News

Discover more news articles you might be interested in

Read more about Localization, inspection, and reasoning (LIRA) module for autonomous workflows in self-driving laboratories
News Picture 1 1 V2
Featured
May
5

Localization, inspection, and reasoning (LIRA) module for autonomous workflows in self-driving laboratories

Self-driving labs (SDLs) combine robotic automation with artificial intelligence (AI) to allow autonomous, high-throughput experimentation. However, robot manipulation in most SDL workflows operates in an open-loop manner, lacking real-time error detection and error correction. This can reduce reliability and overall efficiency.

Read more about An Automation Platform for the Chemoenzymatic Synthesis of Complex Sulfated and Branched Glycans
News Picture 1 1 V2
Apr
28

An Automation Platform for the Chemoenzymatic Synthesis of Complex Sulfated and Branched Glycans

Diverse collections of well-defined glycans are needed to investigate the molecular mechanisms by which these biomolecules mediate biological and disease processes. Several automation approaches have been introduced to accelerate the enzymatic synthesis of complex glycans. These methodologies have, however, provided only relatively simple oligosaccharides due to limitations of glycosyl transferase selectivity.

Read more about Accelerating Porosity Assessment in Solid Materials via SemiAutomated Platforms
News Picture 1 1 V2
Featured
Apr
21

Accelerating Porosity Assessment in Solid Materials via SemiAutomated Platforms

The design and discovery of porous materials have become a central theme in materials science, driven by their applications in gas storage, separation, carbon capture, and catalysis. Rapid advances in synthetic chemistry, particularly in metal–organic frameworks, porous organic cages, and conjugated microporous polymers, have enabled the generation of increasingly large and diverse material libraries.

© Chemspeed Technologies 2026