In vivo phosphorus magnetic resonance spectroscopic imaging of the whole human liver at 7 T using a phosphorus whole-body transmit coil and 16-channel receive array: Repeatability and effects of principal component analysis-based denoising.

Autor: van den Wildenberg L; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., Gursan A; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., Seelen LWF; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., van der Velden TA; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., Gosselink MWJM; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., Froeling M; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., van der Kemp WJM; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., Klomp DWJ; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands., Prompers JJ; Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands.
Jazyk: angličtina
Zdroj: NMR in biomedicine [NMR Biomed] 2023 May; Vol. 36 (5), pp. e4877. Date of Electronic Publication: 2022 Dec 07.
DOI: 10.1002/nbm.4877
Abstrakt: Quantitative three-dimensional (3D) imaging of phosphorus ( 31 P) metabolites is potentially a promising technique with which to assess the progression of liver disease and monitor therapy response. However, 31 P magnetic resonance spectroscopy has a low sensitivity and commonly used 31 P surface coils do not provide full coverage of the liver. This study aimed to overcome these limitations by using a 31 P whole-body transmit coil in combination with a 16-channel 31 P receive array at 7 T. Using this setup, we determined the repeatability of whole-liver 31 P magnetic resonance spectroscopic imaging ( 31 P MRSI) in healthy subjects and assessed the effects of principal component analysis (PCA)-based denoising on the repeatability parameters. In addition, spatial variations of 31 P metabolites within the liver were analyzed. 3D 31 P MRSI data of the liver were acquired with a nominal voxel size of 20 mm isotropic in 10 healthy volunteers twice on the same day. Data were reconstructed without denoising, and with PCA-based denoising before or after channel combination. From the test-retest data, repeatability parameters for metabolite level quantification were determined for 12 31 P metabolite signals. On average, 31 P MR spectra from 100 ± 25 voxels in the liver were analyzed. Only voxels with contamination from skeletal muscle or the gall bladder were excluded and no voxels were discarded based on (low) signal-to-noise ratio (SNR). Repeatability for most quantified 31 P metabolite levels in the liver was good to excellent, with an intrasubject variability below 10%. PCA-based denoising increased the SNR ~ 3-fold, but did not improve the repeatability for mean liver 31 P metabolite quantification with the fitting constraints used. Significant spatial heterogeneity of various 31 P metabolite levels within the liver was observed, with marked differences for the phosphomonoester and phosphodiester metabolites between the left and right lobe. In conclusion, using a 31 P whole-body transmit coil in combination with a 16-channel 31 P receive array at 7 T allowed 31 P MRSI acquisitions with full liver coverage and good to excellent repeatability.
(© 2022 The Authors. NMR in Biomedicine published by John Wiley & Sons Ltd.)
Databáze: MEDLINE
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