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March 26, 2026Scientific Reports0 citationsOpen Access

Metabolic changes in normal-appearing white matter associate with MRI measures of disease burden in relapsing-remitting multiple sclerosis over three years

AZAnna ZöchnerWBWolfgang BognerADAssunta Dal-Bianco

Key Result

In patients with relapsing-remitting multiple sclerosis, the mI/tNAA ratio in normal-appearing white matter increased significantly over three years (β=0.014) and was associated with paramagnetic rim lesion count.

Key Points

  • The study aims to explore metabolic changes in normal-appearing white matter using MRSI to assess disease burden in relapsing-remitting MS.
  • Patients with relapsing-remitting MS scanned annually using 7 T MRSI over three years.
  • Metabolic ratios calculated within normal-appearing white matter for each measurement.
  • Cross-sectional and longitudinal assessments of biomarkers and MRI disease burden measures.
  • Higher myo-inositol/tNAA ratios and lower tNAA/total creatine ratios observed in patients compared to controls.
  • Lower tNAA/total creatine was further reduced in patients with paramagnetic rim lesions.
  • Myo-inositol/tNAA was positively associated with T2 lesion volume, and negatively with cerebral WM volume.
  • Longitudinally, myo-inositol/tNAA increased, especially with higher paramagnetic rim lesion counts.

Study Design

Type

Observational (n=40)

Multicenter

No

Structured PICO

Does 7T MRSI detect metabolic changes associated with disease burden in patients with relapsing-remitting MS?

P
Population
Patients with relapsing-remitting multiple sclerosis (pwRRMS) and age- and sex-matched cognitively healthy controls
I
Intervention
7T MR spectroscopic imaging (MRSI)
C
Comparator
Healthy controls (for baseline) and longitudinal comparison within pwRRMS
O
Outcome
Metabolic changes (mI/tNAA, tNAA/tCr) in normal-appearing white matter (NAWM) and their association with MRI measures of disease burdensurrogate

7T MRSI reveals that metabolic alterations in normal-appearing white matter, particularly increased mI/tNAA, are associated with paramagnetic rim lesions and progressive white matter damage in relapsing-remitting MS.

Main Result

Effect estimate: β 0.014

p-value: p=0.022

Limitations

  • Use of 2D-MRSI restricts the spatial coverage of the brain regions examined
  • Healthy controls were only measured at baseline
  • Small sample size with high dropout at the final time point (n=9)
  • Disease-modifying therapy (DMT) type was not included in the linear models due to small sample size
  • limited sample size
  • sample size declined from 20 at baseline to 9 at the final follow-up
  • DMT type was not included as a variable in the models due to limited sample size and the associated risk of model overfitting

Abstract

Abstract Myo-inositol (mI) and total N-acetylaspartate (tNAA) are potential MR spectroscopic imaging (MRSI) biomarkers of smouldering-associated worsening in multiple sclerosis (MS). In this study, we explored metabolic changes in normal-appearing white matter (NAWM) in patients with relapsing–remitting MS (pwRRMS) using 7 T MRSI. 20 pwRRMS were scanned annually with 2D-MRSI, with follow-up ranging up to three years. Metabolic ratios were calculated within NAWM for each measurement and assessed cross-sectionally and longitudinally with established and emerging MRI measures of disease burden, including paramagnetic rim lesions (PRLs), brain atrophy, and T2 lesion load. At baseline, pwRRMS showed higher mI/tNAA (β = 0.058; p = 0.047) and lower tNAA/total creatine (tCr) (β = − 0.106; p = 0.029) compared to controls. tNAA/tCr was further reduced in pwRRMS with PRLs (β = − 0.138; p = 0.022). mI/tNAA was associated negatively with cerebral WM volume (β = − 0.001, p = 0.015) and positively with T2 lesion volume (β = 0.009; p = 0.044). mI/tNAA increased longitudinally in pwRRMS (β = 0.014; p = 0.022), especially with higher PRL count (β timepoint:PRLcount = 0.016; p = 0.045). An association between tNAA/tCr and the interaction of time with total GM volume was observed but did not survive FDR-correction (β = 0.001; p = 0.078). These findings further support the clinical relevance of mI and tNAA alterations as imaging biomarkers of underlying pathology in MS. They highlight the value of 7 T MRSI in capturing subclinical disease burden and underscore the association of PRLs with overall widespread WM damage.

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Cite This Study

Zöchner et al. (2026) conducted an observational in Relapsing-remitting multiple sclerosis (n=40). 7T 2D-MRSI vs. Healthy controls was evaluated on Longitudinal change in mI/tNAA ratio in normal-appearing white matter (β 0.014, p=0.022). In patients with relapsing-remitting multiple sclerosis, the mI/tNAA ratio in normal-appearing white matter increased significantly over three years (β=0.014) and was associated with paramagnetic rim lesion count.

synapsesocial.com/papers/69c4ccd6fdc3bde4489187b7https://doi.org/10.1038/s41598-026-45342-2
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