Atomic-level mechanisms of abnormal activation in NRAS oncogenes from two-dimensional free energy landscapes

The NRAS-mutant subset of melanoma is one of the most aggressive and lethal types associated with poor overall survival. Unfortunately, a low understanding of the NRAS-mutant dynamic behavior has led to the lack of clinically approved therapeutic agents able to directly target NRAS oncogenes. In this work, accurate local structures of NRAS and its mutants have been fully explored through the corresponding free energy surfaces obtained by microsecond scale well-tempered metadynamics simulations. Free energy calculations are crucial to reveal the precise mechanisms of Q61 mutations at the atomic level. Considering specific atom-atom distances <i>d</i> and angles <i>ϕ</i> as appropriate reaction coordinates we have obtained free energy surfaces revealing local and global minima together with their main transition states, unveiling the mechanisms of abnormal NRAS activation from the atomic-level and quantitatively analyzing the corresponding stable states. This will help in advancing our understanding of the basic mechanisms of NRAS mutations, offering new opportunities for the design of potential inhibitors.

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Publication Details

Journal
Nanoscale
Published
2024-12-23
DOI
https://doi.org/10.1039/d4nr03372h
Citations
4
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
0.94

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article

Atomic-level mechanisms of abnormal activation in NRAS oncogenes from two-dimensional free energy landscapes

Jordi Martı́, Zheyao Hu
4 citations
Nanoscale
Protein Structure and Dynamics
0.94
article

Atomic-level mechanisms of abnormal activation in NRAS oncogenes from two-dimensional free energy landscapes

Jordi Martı́, Zheyao Hu
article en
4 citations

Abstract

The NRAS-mutant subset of melanoma is one of the most aggressive and lethal types associated with poor overall survival. Unfortunately, a low understanding of the NRAS-mutant dynamic behavior has led to the lack of clinically approved therapeutic agents able to directly target NRAS oncogenes. In this work, accurate local structures of NRAS and its mutants have been fully explored through the corresponding free energy surfaces obtained by microsecond scale well-tempered metadynamics simulations. Free energy calculations are crucial to reveal the precise mechanisms of Q61 mutations at the atomic level. Considering specific atom-atom distances <i>d</i> and angles <i>ϕ</i> as appropriate reaction coordinates we have obtained free energy surfaces revealing local and global minima together with their main transition states, unveiling the mechanisms of abnormal NRAS activation from the atomic-level and quantitatively analyzing the corresponding stable states. This will help in advancing our understanding of the basic mechanisms of NRAS mutations, offering new opportunities for the design of potential inhibitors.

NanoscaleVol. 17(7)
Universitat Politècnica de Catalunya (ES)
Ministerio de Ciencia, Innovación y Universidades, Generalitat de Catalunya, China Scholarship Council, Ministerio de Ciencia e Innovación, Barcelona Supercomputing Center, Universitat Politècnica de Catalunya, Agencia Estatal de Investigación
No poverty
Openalex Percentile: Top 24%
Protein Structure and Dynamics
0.94
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Atomic-level mechanisms of abnormal activation in NRAS oncogenes from two-dimensional free energy landscapes — Jordi Martı́, Zheyao Hu · Nanoscale (2024) | TGRS Research Map | TGRS