| Literature DB >> 25165824 |
François De Guio1, Sonia Reyes2, Alexandre Vignaud3, Marco Duering4, Stefan Ropele5, Edouard Duchesnay3, Hugues Chabriat6, Eric Jouvent6.
Abstract
BACKGROUND ANDEntities:
Mesh:
Year: 2014 PMID: 25165824 PMCID: PMC4148432 DOI: 10.1371/journal.pone.0106311
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Image processing pipeline for surface-based intra-subject and inter-subject registration.
1. Original 7 Tesla T2*-weighted blocks (axial image of a CADASIL patient is shown for example) are concatenated. 2. Reconstructed volume is registered to the 3 Tesla T1-weighted image to produce an initial alignment. 3. Each 7 Tesla block is then registered to the 3 Tesla image using the boundary-based registration algorithm initialized with the latter transformation. All blocks are combined to get a whole-brain 7 Tesla T2* reconstructed volume. 4. Pre-processing include signal normalization by the first echo time image intensity, correction for intensity inhomogeneity and exclusion of null points corresponding to voids between blocks. 5. 7 Tesla normalized T2* signal is mapped onto each individual’s cortical surface at the midline of the cortical ribbon to study cortical signal alterations. 6. Each surface is smoothed and registered to a common template.
Characteristics of CADASIL patients and control subjects.
| CADASIL patients (N = 11) | Healthy controls (N = 24) | p-value | |
| Age, mean ± sd, range | 52.1±13.2, 32.1–70.6 | 54.8±11.0, 30.1–71.4 | 0.57 |
| Male gender, n (%) | 4/11 (36%) | 10/24 (42%) | 0.99 |
| Right handed, n (%) | 11/11 (100%) | 24/24 (100%) | 0.99 |
| Level of education (years) | 11.4±3.5 | 13.6±3.6 | 0.10 |
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| MMSE, mean, median, range | 28.5, 29, 24–30 | 29.0, 29, 26–30 | 0.45 |
| Fluency letter p | 24.1±9.8 | 25.2±7.9 | 0.82 |
| Fluency category | 22.1±6.1 | 22.3±4.4 | 0.75 |
| Clox copy | 14.8±0.4 | 14.8±0.4 | 0.84 |
| Clox spontaneous | 12.8±1.5 | 13.3±1.4 | 0.18 |
| Working memory index | 89.8±11.4 | 101.3±10.0 | 0.005 |
| Apathy scale | 9.6±3.1 | 6.8±2.9 | 0.03 |
| Depression score | 4.9±5.7 | 1.5±2.9 | 0.02 |
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| SBP (mmHg) | 122.3±10.5 | 128±14.8 | 0.35 |
| DBP (mmHg) | 75.6±5.8 | 77.4±14.5 | 0.90 |
| Active smoking, n (%) | 1/11 (9.1%) | 4/24 (16.7%) | 0.94 |
| Glucose levels (g/l) | 1.03±0.13 | 0.95±0.07 | 0.07 |
| LDL-cholesterol (g/l) | 1.09±0.29 | 1.27±0.29 | 0.18 |
| HDL-cholesterol (g/l) | 0.62±0.13 | 0.64±0.18 | 0.88 |
| Triglycerides (g/l) | 1.30±1.04 | 1.03±0.68 | 0.57 |
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| BPF | 0.85±0.03 | 0.84±0.03 | 0.32 |
| Mean sulcal width, mean ± sd (mm) | 1.36±0.20 | 1.45±0.24 | 0.23 |
| Mean sulcal depth, mean ± sd (mm) | 13.41±0.84 | 13.76±0.47 | 0.22 |
| White matter lesion volume, mean, median, range in mm3 | 65511.6, 47544, 7249.8–233797.3 | No control had significant lesions | NA |
| Volume of lacunes, mean, median, range in mm3 (n = 5/11, 45%)† | 423.5, 113.1, 14.0–1174.2 | No control had lacunes | NA |
| Number of microhemorrhages, mean, median, range (n = 3/11, 27%)† | 2.3, 1, 1–5 | No control had microhemorrhage | NA |
MMSE: Mini Mental State Examination, BPF: Brain Parenchymal Fraction, †in patients with such lesions (number given in parentheses).
NA: not applicable.
Figure 2Normalized T2* signal in CADASIL and control subjects.
Normalized T2* signal assessed at 7 Tesla across both groups is displayed on an inflated average surface for the right hemisphere. In both groups, hypointense signal is found around the central sulcus (1) due to high myelin content. As also previously reported, control subjects exhibit shorter T2* in visual (2) and auditory (3) areas and longer T2* in superior and middle frontal sulci (4) and in the posterior (5) and anterior (6) cingulate. Temporal (A) and frontal (B) signal loss due to susceptibility effects. CADASIL patients show an overall longer T2* compared to controls, leading to less variations between different cortical regions.
Figure 3Surface-based GLM results: CADASIL vs Controls.
GLM significance maps (p-value) overlaid on the average pial surface for both hemispheres on lateral (top row) and medial faces (middle row) for CADASIL patients (N = 11) versus control subjects (N = 24). 7 Tesla T2* and 3 Tesla cortical thickness differences were mapped in warm and cold colors, respectively. Results for T2* increase were also mapped for visualization on the right average inflated surface with cortical parcellation labeling (bottom row). There was no region in which CADASIL patients showed a significant reduced T2* compared to control subjects. By contrast, T2* was significantly higher in CADASIL patients in middle occipital gyrus and sulcus (1), intraparietal sulcus (2), angular gyrus (3), postcentral sulcus (4), middle frontal gyrus and sulcus (5), superior frontal gyrus (6), paracentral gyrus and cingulated sulcus (7) and precuneus (8). Cortical thickness was found reduced in patients only in the right precentral gyrus. Thresholds were set to FDR <0.05.
Cortical regions with a significant increase in 7 Tesla T2* in CADASIL patients compared to age and sex matched healthy subjects from the GLM analysis.
| Cortical area | p-value | Cluster size | Talairach coordinates | ROI T2* signal | ROI cortical thickness (mm) | ||||||||||
| x | y | z | CADASIL | Controls | CADASIL | Controls | p-value | ||||||||
| mean | sd | mean | sd | mean | sd | mean | sd | ||||||||
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| Anterior cingulate gyrus and sulcus | 7.1×10−6 | 184.54 | −8.2 | 44.9 | 1.8 | 0.85 | 0.08 | 0.77 | 0.14 | 2.42 | 0.23 | 2.40 | 0.21 | 0.54 | |
| Paracentral lobule and sulcus | 9.5×10−6 | 321.24 | −8.8 | −39 | 59.1 | 0.78 | 0.08 | 0.66 | 0.14 | 2.30 | 0.16 | 2.41 | 0.19 | 0.07 | |
| Fronto-marginal gyrus and sulcus | 2.8×10−5 | 58.24 | −23.6 | 51.6 | −1.9 | 0.84 | 0.08 | 0.71 | 0.15 | 2.46 | 0.23 | 2.40 | 0.23 | 0.26 | |
| Superior occipital gyrus | 3.1×10−5 | 597.53 | −22.6 | −78.7 | 38 | 0.81 | 0.08 | 0.70 | 0.14 | 2.39 | 0.22 | 2.41 | 0.18 | 0.99 | |
| Angular gyrus | 6.2×10−5 | 681.73 | −40.8 | −73 | 36 | 0.83 | 0.08 | 0.73 | 0.15 | 2.38 | 0.17 | 2.42 | 0.12 | 0.44 | |
| Superior parietal lobule | 1.3×10−4 | 374.21 | −14.3 | −74.6 | 46 | 0.79 | 0.08 | 0.69 | 0.13 | 2.41 | 0.17 | 2.40 | 0.15 | 0.73 | |
| Superior parietal lobule | 2.5×10−4 | 320.59 | −22.1 | −60.5 | 53.8 | 0.79 | 0.07 | 0.69 | 0.14 | 2.35 | 0.25 | 2.38 | 0.21 | 0.86 | |
| Superior frontal gyrus | 3.8×10−4 | 102.05 | −4.7 | 21.2 | 58.6 | 0.69 | 0.08 | 0.56 | 0.14 | 2.38 | 0.15 | 2.42 | 0.13 | 0.43 | |
| Superior frontal gyrus | 4.5×10−4 | 106.22 | −17.6 | 46.5 | 35.6 | 0.76 | 0.07 | 0.64 | 0.12 | 2.35 | 0.23 | 2.42 | 0.16 | 0.48 | |
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| Intraparietal sulcus | 4.3×10−5 | 3112.85 | 21.3 | −60.4 | 44.9 | 0.80 | 0.07 | 0.71 | 0.14 | 2.45 | 0.20 | 2.40 | 0.16 | 0.43 | |
| Superior frontal gyrus | 5.9×10−5 | 488.89 | 4.4 | 27.2 | 46.2 | 0.69 | 0.08 | 0.57 | 0.14 | 2.50 | 0.34 | 2.50 | 0.32 | 0.92 | |
| Paracentral lobule and sulcus | 7.8×10−5 | 412.82 | 11.6 | −36.9 | 60.2 | 0.74 | 0.09 | 0.62 | 0.14 | 2.41 | 0.18 | 2.39 | 0.22 | 0.62 | |
| Superior frontal gyrus | 3.0×10−4 | 1165.26 | 17.5 | 55.5 | 20.5 | 0.80 | 0.06 | 0.70 | 0.14 | 2.40 | 0.19 | 2.47 | 0.19 | 0.27 | |
| Intraparietal sulcus | 3.2×10−4 | 286.68 | 36.5 | −42.4 | 48.6 | 0.78 | 0.06 | 0.70 | 0.13 | 2.39 | 0.25 | 2.40 | 0.23 | 0.88 | |
| Postcentral gyrus | 3.3×10−4 | 139.72 | 39.5 | −22.5 | 57.2 | 0.74 | 0.08 | 0.64 | 0.15 | 2.44 | 0.26 | 2.39 | 0.16 | 0.35 | |
| Superior occipital gyrus | 5.8×10−4 | 233.97 | 11 | −84.7 | 34.9 | 0.77 | 0.07 | 0.66 | 0.14 | 2.39 | 0.30 | 2.34 | 0.23 | 0.37 | |
| Angular gyrus | 6.3×10−4 | 109.8 | 54.8 | −51.8 | 32.1 | 0.83 | 0.07 | 0.75 | 0.15 | 2.41 | 0.17 | 2.41 | 0.21 | 0.68 | |
| Middle occipital gyrus | 6.7×10−4 | 198.66 | 45.5 | −76.8 | 12.2 | 0.78 | 0.07 | 0.70 | 0.14 | 2.41 | 0.31 | 2.33 | 0.26 | 0.36 | |
| Middle frontal sulcus | 7.0×10−4 | 73.3 | 29.7 | 48 | 3.7 | 0.80 | 0.09 | 0.70 | 0.15 | 2.39 | 0.29 | 2.40 | 0.25 | 0.82 | |
| Middle frontal gyrus | 9.4×10−4 | 52.24 | 39.1 | 52.8 | 8.6 | 0.79 | 0.05 | 0.72 | 0.15 | 2.50 | 0.18 | 2.40 | 0.20 | 0.08 | |
| Postcentral sulcus | 1.2×10−3 | 58.37 | 43.5 | −33.5 | 42 | 0.80 | 0.08 | 0.74 | 0.14 | 2.31 | 0.29 | 2.30 | 0.28 | 0.83 | |
| Transverse temporal sulcus | 1.3×10−3 | 70.34 | 57.4 | −11.8 | 4.2 | 0.79 | 0.07 | 0.67 | 0.16 | 2.25 | 0.35 | 2.36 | 0.35 | 0.28 | |
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| 0.73 | 0.07 | 0.68 | 0.13 | 2.59 | 0.14 | 2.57 | 0.09 | 0.49 | ||||||
Cortical thickness measurements in these regions of interest (ROI) are also reported.
max uncorrected p-value in the cluster, pright >0.003, pleft >0.001 (False discovery rate = 0.05);
cluster area >50 mm2;
adjusted for age, gender and level of education (p-value obtained at the cluster level).