Researchers at Rice University and Oak Ridge National Laboratory present a physics-based NMR eigenmodes framework in The Journal of Chemical Physics that links molecular-scale motion directly to the signals recorded by clinical MRI machines. The study examines common contrast agents—often a gadolinium ion inside an organic shell—and how they alter the relaxation of nearby water molecules, a key process for MRI contrast.
The framework solves the full physical equations for NMR relaxation in liquids by using the Fokker-Planck equation to track how probabilities of molecular positions and velocities evolve in time. From this solution the authors identify eigenmodes, the natural ways water molecules respond to contrast agents at the microscopic level. These modes provide a more detailed picture than earlier simplified models and allow the framework to reproduce experimental measurements at clinical MRI frequencies with high precision. The results show that many widely used simplified models are specific cases within a more complete theory.
The research grew out of detailed molecular dynamics simulations and helps to interpret both those simulations and experimental findings. The team released its code as open source to encourage wider use and further development. The study received support from the Ken Kennedy Institute, Rice Creative Ventures Fund, Robert A. Welch Foundation, and the Oak Ridge Leadership Computing Facility at Oak Ridge National Laboratory.
- Possible applications include battery design.
- It may inform subsurface fluid flow and porous rock studies.
- It could also aid research on biological cells and materials science.
Difficult words
- eigenmode — natural pattern of motion in a physical systemeigenmodes
- relaxation — return of excited magnetic states to equilibrium
- contrast agent — substance that changes medical imaging signalcontrast agents
- framework — set of ideas and equations for analysis
- molecular dynamics — computer simulation of atoms and molecules motion
- open source — software available free for anyone to use
Tip: hover, focus or tap highlighted words in the article to see quick definitions while you read or listen.
Discussion questions
- How might a closer link between molecular motion and MRI signals change the diagnosis or treatment of patients?
- What are the advantages and possible risks of releasing scientific code as open source in this field?
- Of the possible applications listed (battery design, subsurface fluid flow, biological cells, materials science), which seems most promising and why?
Related articles
Inequality and Pandemics: Why Science Alone Is Not Enough
Matthew M. Kavanagh says science can detect viruses and make vaccines fast, but rising inequality makes pandemics worse. He proposes debt relief, shared technology, regional manufacturing and stronger social support to stop future crises.
Western Pacific priorities as WHO adapts after US withdrawal
WHO regional director Saia Maʻu Piukala outlines challenges and priorities for the Western Pacific as the organisation adapts after the US withdrawal. Key events include the World Health Summit in Berlin (12–14 October) and the Fiji Regional Committee (20–24 October 2025).