| Literature DB >> 35854235 |
Michaela Andelova1, Karolina Vodehnalova2, Jan Krasensky3, Eliska Hardubejova3, Tereza Hrnciarova2, Barbora Srpova2, Tomas Uher2, Ingrid Menkyova2,4, Dominika Stastna2, Lucie Friedova2, Jiri Motyl2, Jana Lizrova Preiningerova2, Eva Kubala Havrdova2, Bénédicte Maréchal5,6,7, Mário João Fartaria5,6,7, Tobias Kober5,6,7, Dana Horakova2, Manuela Vaneckova3.
Abstract
BACKGROUND: Early infratentorial and focal spinal cord lesions on magnetic resonance imaging (MRI) are associated with a higher risk of long-term disability in patients with multiple sclerosis (MS). The role of diffuse spinal cord lesions remains less understood. The purpose of this study was to evaluate focal and especially diffuse spinal cord lesions in patients with early relapsing-remitting MS and their association with intracranial lesion topography, global and regional brain volume, and spinal cord volume.Entities:
Keywords: Focal and diffuse lesions, thalamus; Infratentorial lesions; Multiple sclerosis; Spinal cord
Mesh:
Year: 2022 PMID: 35854235 PMCID: PMC9297663 DOI: 10.1186/s12883-022-02778-z
Source DB: PubMed Journal: BMC Neurol ISSN: 1471-2377 Impact factor: 2.903
Details of the MRI protocol. MRI System: MAGNETOM Skyra; Siemens Healthcare, Erlangen, Germany
| Sequence | Purpose | ||
|---|---|---|---|
T2W SPACE axial | Spinal cord volume measurement (ScanvView.cz) | Voxel size (mm3) | 0,6 × 0,6 × 1 |
| TR/TE (ms) | 1500/133 | ||
| Flip Angle(°) | 150 | ||
| Field of view (mm) | 200 | ||
T2WI-Fat-Sat sagittal | Spinal cord focal lesions and diffuse changes assessment | Voxel size (mm3) | 0,6 × 0,6 × 1 |
| TR/TE (ms) | 2800/84 | ||
| Flip Angle(°) | 160 | ||
| Field of view (mm) | 220 | ||
PDWI sagittal | Spinal cord focal lesions and diffuse changes assessment | Voxel size (mm3) | 0,7 × 0,7 × 2 |
| TR/TE (ms) | 2500/7.6 | ||
| Flip Angle(°) | 160 | ||
| Field of view (mm) | 220 | ||
| 3D FLAIR | Intracranial lesion segmentation (LeMan-PV Prototype) | Voxel size (mm3) | 1x1x1 |
| TR/TE/TI (ms) | 5000/397/1800 | ||
| Flip Angle(°) | 120 | ||
| Field of view (mm) | 256 | ||
| 3D MPRAGE | Global and regional brain volumes segmentation (Morphobox Prototype) | Voxel size (mm3) | 1x1x1 |
| TR/TE/TI (ms) | 2300/2.26/900 | ||
| Flip Angle(°) | 9 | ||
| Field of view (mm) | 256 | ||
Fig. 1Examples of focal and diffuse spinal cord lesions (left PD sequence and right T2W sequence) on diagnostic MRI of the cervical and upper thoracal spinal cord in two patients with MS. A: focal lesion without diffuse lesions in a 24-year-old patient (EDSS 2.0) B: diffusely abnormal signal without clearly demarcated focal lesions in a 40-year-old patient (EDSS 3.5)
Intracranial lesion volume in particular regions in patients with and without diffuse spinal cord lesions
| Patients without DL | Patients with DL | Statistical comparison | ||
|---|---|---|---|---|
| n (%) | 34 (29.4) | 24 (41.3) | ||
| Total intracranial lesion volume (cm3) | 6.0 ± 8.1 | 10.1 ± 11.0 | 0.024 | 0.064 |
| Frontal lesion volume (cm3) | 1.1 ± 1.7 | 2.0 ± 2.8 | 0.165 | 0.165 |
| Temporal lesion volume (cm3) | 0.5 ± 1.1 | 1.1 ± 1.6 | 0.122 | 0.14 |
| Parietal lesion volume (cm3) | 1.1 ± 2.0 | 2.3 ± 3.6 | 0.065 | 0.104 |
| Occipital lesion volume (cm3) | 0.4 ± 0.4 | 0.7 ± 0.8 | 0.067 | 0.09 |
| Deep hemispheric lesion volume (cm3) | 2.8 ± 3.6 | 3.8 ± 2.7 | .018 | 0.072 |
| Cerebellar lesion volume (cm3) | 0.01 ± 0.05 | 0.05 ± 0.13 | 0.025 | |
| Brainstem lesion volume (cm3) | 0.01 ± 0.03 | 0.1 ± 0.15 | 0.001 | |
| n with- / n without infratentorial lesions | 17 / 17 | 20 / 4 | ||
DL Diffuse lesions, FDR False discovery rate
Fig. 2Representative images of brainstem and cerebellar lesions in patients with early MS. Typical lesions in cerebellar peduncles and discrete subpial ‘linings’ along the periphery of the brainstem (marked with arrows). A: 40-year-old patient, DD 4 months, EDSS 3.5; B: 44-year-old patient, DD 1 month, EDSS 2.0; C: 31-year-old patient, DD 25 months, EDSS 1.5; D1-D4: 51-year-old patient, DD 4 months, EDSS 4.0; E: 45-year-old patient, DD 3 months, EDSS 1.0; F: 23-year-old patient, DD 1 month, EDSS 2.0; G: 40-year-old patient, DD 4 months, EDSS 2.0. DD = disease duration, EDSS = Expanded Disability Status Scale
Fig. 3Association between spinal cord involvement and the presence of brainstem and cerebellar lesions
Hierarchical binary logistic regression analysis investigating the relative contributions of covariates in predicting the presence of diffuse SC abnormalities
| Model 1 | Model 2 | Model 3 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI | p | OR | 95% CI | p | OR | 95% CI | p | |
| Sex (female = reference) | 1.76 | 0.51–6.11 | .372 | 2.05 | 0.57–7.41 | .271 | 2.12 | 0.42–10.79 | .276 |
| Age | 0.96 | 0.89–1.04 | .333 | 0.96 | 0.88–1.04 | .276 | .94 | 0.85–1.04 | .284 |
| Disease duration | 1.05 | 0.67–1.64 | .835 | 1.02 | 0.65–1.6 | .938 | 1.43 | 0.78–2.63 | .153 |
| Intracranial lesion volume | 1.06 | 0.99–1.13 | .103 | 1.02 | 0.94–1.11 | .606 | |||
| Presence of brainstem lesions | |||||||||
| Presence of cerebellar lesions | 0.29 | 0.04–2.47 | .259 | ||||||
| Hosmer and Lemeshow chi2/p | 3.07 / 0.93 | 7.81 / 0.45 | 3.54 / 0.9 | ||||||
| Chi2 /Signif. of the step (model) | 1.69 /0.69 (0.64) | 4.95 / 0.071 (0.29) | 35.01 / 0.001 (0.001) | ||||||
| Nagelkerke R2 for the model | 0.04 | 0.11 | 0.55 | ||||||
Dependent variable: presence of diffuse spinal cord abnormalities. CI Confidence interval, OR Odds ratio; p = level of significance. Hosmer–Lemeshow statistics indicate a poor fit if the significance value is less than 0.05
Fig. 4Comparison of (A) normalized MUCCA and (B) normalized thalamus volume among healthy controls, patients with and without diffuse spinal cord lesions. ** = p < 0.01. Legend: DL = diffuse lesions; MUCCA = mean upper cervical cord cross-sectional area
Pairwise comparisons between healthy controls, patients with and without DL (with post hoc corrections)
| Healthy controls | Patients without DL | Patients with DL | Statistical comparison | Post-hoc pairwise comparison | |||
|---|---|---|---|---|---|---|---|
| n | 58 | 34 | 24 | 1 vs. 2 | 1 vs. 3 | 2 vs. 3 | |
| MUCCA (mm2) | 89.3 ± 7.9 | 88.8 ± 7.62 | 88.5 ± 11.6 | 0.4 (.974) | 0.8 (0.932) | 0.3 (0.988) | 1 |
| MUCCA (%) | 0.0624 ± 0.006 | 0.0623 ± 0.007 | 0.0627 ± 0.008 | 0.00009 (0.998) | − 0.00033 (0.997) | −0.00042 (0.968) | 1 |
| Brain volume (%) | 80.3 ± 2.0 | 79.0 ± 2.9 | 79.3 ± 3.3 | 1.3 (0.062) | 1.0 (0.272) | − 0.3 (0.897) | 2 |
| GM (%) | 49.2 ± 2.1 | 48.6 ± 1.9 | 48.1 ± 2.4 | 0.6 (0.383) | 1.0 (0.103) | 0.4 (0.705) | 1 |
| WM (%) | 31.2 ± 1.6 | 3.5 ± 1.9 | 31.2 ± 3.1 | 0.7 (0.283) | − 0.1 (0.989) | − 0.8 (0.362) | 1 |
| Lat. ventricles (%) | 1.13 ± 0.58 | 1.35 ± .52 | 1.31 ± 0.77 | − 0.2 (0.228) | − 0.2 (0.426) | 0.03 (.978) | 2 |
| Brainstem (%) | 2.2 ± 0.1 | 2.2 ± 0.1 | 2.2 ± 0.2 | 0.02 (0.823) | 0.01 (0.923) | −0.001 (0.99) | 1 |
| Cerebellum (%) | 8.8 ± 0.7 | 9.0 ± 0.5 | 8.8 ± 0.6 | − 0.2 (0.497) | − 0.01 (0.998) | 0.14 (0.666) | 1 |
| Corpus callosum (%) | 4.1 ± 0.5 | 3.9 ± 0.4 | 3.9 ± 0.6 | 0.2 (0.19) | 0.2 (0.367) | −0.02 (.981) | 1 |
| Thalami (%) | 1.0 ± 0.1 | 1.0 ± 0.1 | 0.9 ± 0.2 | 0.002 (0.980) | 1 | ||
All structures are volumes except MUCCA and corpus callosum, which are mean cross-sectional areas. The data for the structures are shown as volumes normalized to total intracranial volume, except MUCCA, which is presented as both raw area and normalized by TIV. All data are reported as means ± standard deviations. 1 = ANOVA with Tukey post hoc correction; 2 = Kruskal-Wallis test with Bonferroni post hoc correction; DL = diffuse lesions; MUCCA = mean upper cervical cord cross-sectional area