Molecular-Level Insights into the NMR Relaxivity of Gadobutrol Using Quantum and Classical Molecular Simulations
MRI is an indispensable diagnostic tool in modern medicine; however, understanding the molecular-level processes governing NMR relaxation of water in the presence of MRI contrast agents remains a challenge, hindering the molecular-guided development of more effective contrast agents. By using quantum-based polarizable force fields, the first-of-its-kind molecular dynamics (MD) simulations of Gadobutrol are reported where the <sup>1</sup>H NMR longitudinal relaxivity <i>r</i> <sub>1</sub> of the aqueous phase is determined <i>without any adjustable parameters</i>. The MD simulations of <i>r</i> <sub>1</sub> dispersion (i.e., frequency dependence) show good agreement with measurements at frequencies of interest in clinical MRI. Importantly, the simulations reveal key insights into the molecular level processes leading to <i>r</i> <sub>1</sub> dispersion by decomposing the NMR dipole-dipole autocorrelation function <i>G</i>(<i>t</i>) into a discrete set of molecular modes, analogous to the eigenmodes of a quantum harmonic oscillator. The molecular modes reveal important aspects of the underlying mechanisms governing <i>r</i> <sub>1</sub>, such as its multiexponential nature and the importance of the second eigenmodal decay. By simply analyzing the MD trajectories on a parameter-free approach, the Gadobutrol simulations show that the outer-shell water contributes ∼50% of the total relaxivity <i>r</i> <sub>1</sub> compared to the inner-shell water, in contrast to simulations of (nonchelated) gadolinium-aqua where the outer shell contributes only ∼15% of <i>r</i> <sub>1</sub>. The deviation between simulations and measurements of <i>r</i> <sub>1</sub> below clinical MRI frequencies is used to determine the low-frequency electron-spin relaxation time for Gadobutrol, in good agreement with independent studies.
Authors
- Carla C. Fraenza (ORCID: https://orcid.org/0000-0002-8641-6271)
- Thiago J. Pinheiro dos Santos (ORCID: https://orcid.org/0000-0002-6949-9087)
- Walter G. Chapman (ORCID: https://orcid.org/0000-0002-8789-9041)
- Steve Greenbaum (ORCID: https://orcid.org/0000-0001-5497-5274)
- Giselle de Araujo Lima e Souza (ORCID: https://orcid.org/0000-0001-9212-5334)
- Philip M. Singer (ORCID: https://orcid.org/0000-0003-0061-112X)
- D. Asthagiri (ORCID: https://orcid.org/0000-0001-5869-0807)
- Emilia Pelegano-Titmuss (ORCID: https://orcid.org/0009-0000-2538-3405)
Institutions
- Oak Ridge National Laboratory (US)
- Universidad Nacional de Córdoba (AR)
- City University of New York (US)
- Hunter College (US)
- Rice University (US)
Publication Details
- Journal
- Chemical & Biomedical Imaging
- Published
- 2025-04-09
- DOI
- https://doi.org/10.1021/cbmi.4c00080
- Citations
- 5
- Primary Topic
- Lanthanide and Transition Metal Complexes
- Type
- article
- Field-Weighted Citation Impact
- 2.59
Funders
- Welch Foundation
- Rice University