Extensive Brain Pathologic Alterations Detected with 7.0-T MR Spectroscopic Imaging Associated with Disability in Multiple Sclerosis.
Eva HečkováAssunta Dal-BiancoBernhard StrasserGilbert J HangelAlexandra LipkaStanislav MotykaLukas HingerlPaulus Stefan RommerThomas BergerPetra HnilicováEma KantorováFritz LeutmezerEgon KurčaStephan GruberSiegfried TrattnigWolfgang BognerPublished in: Radiology (2022)
Background MR spectroscopic imaging (MRSI) allows in vivo assessment of brain metabolism and is of special interest in multiple sclerosis (MS), where morphologic MRI cannot depict major parts of disease activity. Purpose To evaluate the ability of 7.0-T MRSI to depict and visualize pathologic alterations in the normal-appearing white matter (NAWM) and cortical gray matter (CGM) in participants with MS and to investigate their relation to disability. Materials and Methods Free-induction decay MRSI was performed at 7.0 T. Participants with MS and age- and sex-matched healthy controls were recruited prospectively between January 2016 and December 2017. Metabolic ratios were obtained in white matter lesions, NAWM, and CGM regions. Subgroup analysis for MS-related disability based on Expanded Disability Status Scale (EDSS) scores was performed using analysis of covariance. Partial correlations were applied to explore associations between metabolic ratios and disability. Results Sixty-five participants with MS (mean age ± standard deviation, 34 years ± 9; 34 women) and 20 age- and sex-matched healthy controls (mean age, 32 years ± 7; 11 women) were evaluated. Higher signal intensity of myo-inositol (mI) with and without reduced signal intensity of N -acetylaspartate (NAA) was visible on metabolic images in the NAWM of participants with MS. A higher ratio of mI to total creatine (tCr) was observed in the NAWM of the centrum semiovale of all MS subgroups, including participants without disability (marginal mean ± standard error, healthy controls: 0.78 ± 0.04; EDSS 0-1: 0.86 ± 0.03 [ P = .02]; EDSS 1.5-3: 0.95 ± 0.04 [ P < .001]; EDSS ≥3.5: 0.94 ± 0.04 [ P = .001]). A lower ratio of NAA to tCr was found in MS subgroups with disabilities, both in their NAWM (marginal mean ± standard error, healthy controls: 1.46 ± 0.04; EDSS 1.5-3: 1.33 ± 0.03 [ P = .03]; EDSS ≥3.5: 1.30 ± 0.04 [ P = .01]) and CGM (marginal mean ± standard error, healthy controls: 1.42 ± 0.05; EDSS ≥3.5: 1.23 ± 0.05 [ P = .006]). mI/NAA correlated with EDSS (NAWM of centrum semiovale: r = 0.47, P < .001; parietal NAWM: r = 0.43, P = .002; frontal NAWM: r = 0.34, P = .01; frontal CGM: r = 0.37, P = .004). Conclusion MR spectroscopic imaging at 7.0 T allowed in vivo visualization of multiple sclerosis pathologic findings not visible at T1- or T2-weighted MRI. Metabolic abnormalities in the normal-appearing white matter and cortical gray matter were associated with disability. © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Barker in this issue.
Keyphrases
- multiple sclerosis
- white matter
- contrast enhanced
- high resolution
- magnetic resonance
- magnetic resonance imaging
- molecular docking
- rheumatoid arthritis
- neoadjuvant chemotherapy
- squamous cell carcinoma
- working memory
- clinical trial
- type diabetes
- ms ms
- immune response
- randomized controlled trial
- metabolic syndrome
- radiation therapy
- machine learning
- computed tomography
- ankylosing spondylitis
- fluorescence imaging
- pregnant women
- lymph node
- subarachnoid hemorrhage
- deep learning
- skeletal muscle
- convolutional neural network