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Motion correction methods for MRS: experts' consensus recommendations
Ovidiu C Andronesi1, Pallab K Bhattacharyya2, Wolfgang Bogner3
1Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, US.
Abstract:
Long acquisition times due to intrinsically low signal-to-noise ratio and the need for highly homogeneous B0 field make MRS particularly susceptible to motion or scanner instability compared with MRI. Motion-induced changes in both localization and shimming (ie B0 homogeneity) degrade MRS data quality. To mitigate the effects of motion three approaches can be employed: (1) subject immobilization, (2) retrospective correction, and (3) prospective real-time correction using internal and/or external tracking methods. Prospective real-time correction methods can simultaneously update localization and the B0 field to improve MRS data quality. While localization errors can be corrected with both internal (navigators) and external (optical camera, NMR probes) tracking methods, the B0 field correction requires internal navigator methods to measure the B0 field inside the imaged volume and the possibility to update the scanner shim hardware in real time. Internal and external tracking can rapidly update the MRS localization with submillimeter and subdegree precision, while scanner frequency and first-order shims of scanner hardware can be updated by internal methods every sequence repetition. These approaches are most well developed for neuroimaging, for which rigid transformation is primarily applicable. Real-time correction greatly improves the stability of MRS acquisition and quantification, as shown in clinical studies on subjects prone to motion, including children and patients with movement disorders, enabling robust measurement of metabolite signals including those with low concentrations, such as gamma-aminobutyric acid and glutathione. Thus, motion correction is recommended for MRS users and calls for tighter integration and wider availability of such methods by MR scanner manufacturers.
Insights
Motion correction is crucial for Magnetic Resonance Spectroscopy (MRS) due to its sensitivity to instability. Prospective real-time correction methods significantly improve MRS data quality and metabolite quantification, especially in motion-prone subjects.
Area of Science:
- Magnetic Resonance Spectroscopy (MRS)
- Medical Imaging
- Biophysics
Background:
- MRS is highly sensitive to motion and B0 field instability due to long acquisition times and low signal-to-noise ratio.
- Motion degrades MRS data quality by altering localization and B0 homogeneity, impacting metabolite quantification.
Purpose of the Study:
- To review and highlight the importance of motion correction strategies in Magnetic Resonance Spectroscopy (MRS).
- To discuss the advantages of prospective real-time correction methods for improving MRS data quality and stability.
Main Methods:
- Subject immobilization, retrospective correction, and prospective real-time correction using internal/external tracking.
- Prospective methods simultaneously update localization and B0 field using navigators and real-time shim hardware adjustments.
- Internal and external tracking offer submillimeter/subdegree precision for localization; internal methods update scanner shims.
Main Results:
- Real-time correction significantly enhances MRS acquisition stability and quantification accuracy.
- Enables robust measurement of low-concentration metabolites like GABA and glutathione in challenging patient populations.
- Demonstrated effectiveness in clinical studies involving children and patients with movement disorders.
Conclusions:
- Motion correction is essential for reliable MRS acquisition and quantification.
- Prospective real-time correction is a powerful tool for improving MRS data quality, particularly in susceptible subjects.
- Tighter integration and wider availability of motion correction methods by manufacturers are recommended for MRS users.
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