Conformational sampling of seven-membered rings using extended puckering collective variables in metadynamics

Seven-membered rings, though scarce in biosynthetic pathways, are increasingly recognized as conformationally rich scaffolds for engineered enzymes and drug leads. Accurately capturing their flexibility requires the use of enhanced-sampling methods. Here we present a set of collective variables (CVs) for metadynamics simulations that extend the Cremer-Pople puckering coordinates to seven-membered rings, and we validate them on cycloheptane and other molecules of increasing complexity (buxenine-G, two azepane derivatives, and ε-caprolactone). The new CVs can be used directly in PLUMED-a popular open-source library for enhanced-sampling and free-energy methods-so they can be used directly in metadynamics workflows. They allow the investigation of conformational transitions, the identification of metastable states, and the mapping of free-energy landscapes of any seven-membered-ring molecule. This provides a quantitative framework for probing the conformational behavior of flexible seven-membered scaffolds and will aid in the rational design of conformationally locked substrates for enzyme engineering and related applications.

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Publication Details

Journal
The Journal of Chemical Physics
Published
2025-09-24
DOI
https://doi.org/10.1063/5.0287590
Citations
1
Primary Topic
Innovative Microfluidic and Catalytic Techniques Innovation
Type
article
Field-Weighted Citation Impact
0.67
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article

Conformational sampling of seven-membered rings using extended puckering collective variables in metadynamics

Carme Rovira, Alba Nin‐Hill, Mert Sagiroglugil
1 citations
The Journal of Chemical Physics
Innovative Microfluidic and Catalytic Techniques Innovation
0.67
article

Conformational sampling of seven-membered rings using extended puckering collective variables in metadynamics

Carme Rovira, Alba Nin‐Hill, Mert Sagiroglugil
article en
1 citations

Abstract

Seven-membered rings, though scarce in biosynthetic pathways, are increasingly recognized as conformationally rich scaffolds for engineered enzymes and drug leads. Accurately capturing their flexibility requires the use of enhanced-sampling methods. Here we present a set of collective variables (CVs) for metadynamics simulations that extend the Cremer-Pople puckering coordinates to seven-membered rings, and we validate them on cycloheptane and other molecules of increasing complexity (buxenine-G, two azepane derivatives, and ε-caprolactone). The new CVs can be used directly in PLUMED-a popular open-source library for enhanced-sampling and free-energy methods-so they can be used directly in metadynamics workflows. They allow the investigation of conformational transitions, the identification of metastable states, and the mapping of free-energy landscapes of any seven-membered-ring molecule. This provides a quantitative framework for probing the conformational behavior of flexible seven-membered scaffolds and will aid in the rational design of conformationally locked substrates for enzyme engineering and related applications.

The Journal of Chemical PhysicsVol. 163(12)
Institució Catalana de Recerca i Estudis Avançats (ES), Universitat de Barcelona (ES)
Openalex Percentile: Top 26%
Innovative Microfluidic and Catalytic Techniques Innovation
0.67
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