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

Institutions

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

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Molecular-Level Insights into the NMR Relaxivity of Gadobutrol Using Quantum and Classical Molecular Simulations

Carla C. Fraenza, Thiago J. Pinheiro dos Santos, Walter G. Chapman, Steve Greenbaum et al.
5 citations
Chemical & Biomedical Imaging
Lanthanide and Transition Metal Complexes
2.59
article

Molecular-Level Insights into the NMR Relaxivity of Gadobutrol Using Quantum and Classical Molecular Simulations

Carla C. Fraenza, Thiago J. Pinheiro dos Santos, Walter G. Chapman, Steve Greenbaum, Giselle de Araujo Lima e Souza, Philip M. Singer, D. Asthagiri, Emilia Pelegano-Titmuss
article en
5 citations

Abstract

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.

Chemical & Biomedical ImagingVol. 3(9)
Oak Ridge National Laboratory (US), Universidad Nacional de Córdoba (AR), City University of New York (US), Hunter College (US), Rice University (US)
Welch Foundation, Rice University
Openalex Percentile: Top 11%
Lanthanide and Transition Metal Complexes
2.59
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.