| Literature DB >> 28529876 |
Agustin M Cardenas1, Joelle E Sarlls1, Justin Y Kwan2, Devin Bageac1, Zachary S Gala1, Laura E Danielian1, Abhik Ray-Chaudhury1, Hao-Wei Wang3, Karla L Miller4, Sean Foxley4, Saad Jbabdi4, Robert C Welsh5, Mary Kay Floeter6.
Abstract
OBJECTIVES: The goal of this study was to better understand the changes in tissue microstructure that underlie white matter diffusion changes in ALS patients.Entities:
Keywords: 7 T MRI; AD, axial diffusivity; ALS, Amyotrophic lateral sclerosis; Amyotrophic lateral sclerosis; DTI, diffusion tensor imaging; DW-SSFP, Diffusion Weighted Steady State Free Precession; DWI, diffusion weighted imaging; FA, fractional anisotropy; GFAP, glial fibrillary acidic protein; MD, mean diffusivity; MRI, magnetic resonance imaging; Microglia; Motor neuron disease; PMI, post mortem interval; PSI, scan interval (death to scan); Pathology; RD, radial diffusivity; SNR, signal to noise ratio; Steady-state free precession; VOI, volume of interest
Mesh:
Year: 2017 PMID: 28529876 PMCID: PMC5429246 DOI: 10.1016/j.nicl.2017.04.024
Source DB: PubMed Journal: Neuroimage Clin ISSN: 2213-1582 Impact factor: 4.881
Summary of demographic data.
| Subject | Age | Gender | Diagnosis | C9orf72 | Disease duration (months) | PMI (hours) | PSI | Histology |
|---|---|---|---|---|---|---|---|---|
| 1 | 43 | M | Control | − | − | 12 | 46 | + |
| 2 | 53 | M | Control | − | − | 24 | 9 years | − |
| 3 | 79 | F | ALS | − | 11 | 14 | 49 | + |
| 4 | 57 | M | ALS | − | − | 31 | 30 | + |
| 5 | 70 | M | ALS | + | 24 | 29 | 71 | + |
| 6 | 69 | M | ALS | + | 48 | 6 | 34 | + |
PMI: Postmortem interval (i.e. time from death to fixation). PSI – interval from death to scan.
MRI pulse sequences.
| Resolution (mm) | TE (ms) | TR (ms) | TI (ms) | Phase encoding steps | Pixel bandwidth (Hz/pixel) | Flip angle | Number of averages | |
|---|---|---|---|---|---|---|---|---|
| B1 map | 4 × 4 × 4 | 11 | 149 | – | 63 | 260 | 15 | 2 |
| Balanced SSFP | 0.35 × 0.35 × 0.50 | 3.8 | 7.6 | – | 416 | 296 | 35 | 2 without phase cycling; 2 with 180° phase cycling |
| T1map (IR) | 1 × 1 × 1.4 | 12 | 1000 | 31, 62, 125, 250, 500, 850 | 150 | 200 | 180 | 1 |
| T2map (TSE) | 1 × 1 × 1.4 | 14, 28, 42, 55, 69, 83, 111 | 1000 | – | 150 | 130 | 180 | 1 |
| DW-SSFP | 1 × 1 × 1 | 25 | 34 | – | 176 | 80 | 30 | 2 |
SSFP – steady-state free precession; DW – diffusion weighted.
Fig. 1Anatomical acquisitions (balanced SSFP sequence) showing the locations of the volumes of interest (VOI) analyzed (red). A. The anterior-posterior location of the VOIs in the genu, body and splenium of the corpus callosum are shown on a parasagittal image of subject 1. The medial border of the VOI was determined from the most lateral slice in which the lower portion of the cingulate gyrus was still present (white arrow). B. Coronal view of the same hemisphere showing the location of the VOI at the level of the body of the corpus callosum. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
Supplemental FigureThe ratio of the fractional anisotropy of the body/splenium was calculated from 53 in vivo 3 T DTI scans of healthy controls (black circles) and 18 sporadic ALS patients (black circles) previously published (Iwata et al., 2011). The FA ratios for the 2 ex vivo controls (blue open circles) and the 4 ex vivo ALS patient brains (red open squares) obtained in this study are shown on the same plots as the in vivo measurements.
Fig. 2Coronal views of A. the fixed left hemisphere of subject 1 at the level of the midportion of the corpus callosum, showing the in-situ block dissected for histological analysis. The tissue block included not only the corpus callosum, but also the cingulate gyrus and part of the caudate nucleus for orientation. B. Anatomical coronal image of the same hemisphere obtained using the balanced SSFP sequence. Red square shows the location of the voxel of interest for FA measures. C. Directionally encoded color map of the same hemisphere, obtained with the DW-SSFP sequence.
Fig. 3Schematic to illustrate how comparable regions of the brain were analyzed in the diffusion image (coronal image on the left of the figure) and in histological sections (right side, luxol fast blue stained section). Fractional anisotropy was measured in the voxel of interest (filled red square) of the diffusion scan. In the tissue sections, multiple fields of the corpus callosum were photographed in a square grid pattern (open red squares) and coded for analysis. Tissue sections included the cingulate gyrus, which was used as a landmark for the medial border (dashed line) of the grid of fields to be photographed. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
Mean fractional anisotropy in volumes of interest in callosal segments.
| Subject | Diagnosis | Fractional anistropy | Ratio FA genu/splenium | Ratio FA body/splenium | SNR | ||
|---|---|---|---|---|---|---|---|
| Genu | Body (motor) | Splenium | |||||
| 1 | Control | 0.72 | 0.80 | 0.79 | 0.91 | 1.01 | 39.6 |
| 2 | Control | 0.65 | 0.67 | 0.71 | 0.92 | 0.94 | 41.5 |
| 3 | ALS | 0.53 | 0.62 | 0.73 | 0.73 | 0.85 | 27.6 |
| 4 | ALS | 0.69 | 0.55 | 0.68 | 1.01 | 0.81 | 23.1 |
| 5 | ALS | 0.54 | 0.47 | 0.61 | 0.89 | 0.77 | 6.6 |
| 6 | ALS | 0.78 | 0.67 | 0.78 | 1.00 | 0.86 | 16.6 |
| ALS | Mean ± SD | 0.64 ± 0.12 | 0.58 ± 0.09 | 0.70 ± 0.07 | 0.91 ± 0.13 | 0.82 ± 0.04 | 18.5 ± 9.09 |
FA – fractional anisotropy; SNR – signal to noise ratio.
Fig. 4A, B. Effects of postmortem interval on signal/noise ratio (SNR) and fractional anisotropy FA. A. A. There was no evident relationship between the SNR and PMI, which ranged from 6 to 31 h. B. The correlation between PMI and FA was significant only for the VOI of the splenium (FAsp, triangles, solid line). For the two control brains, the values for the FA of the genu (FAg CTL, black circles) and the body of the callosum (FAb CTL black squares) lie close to the values for the splenium. For the four ALS brains, the values for FA of the body of the callosum (FAb ALS, red squares) are lower than the FA values of the splenium (FAsp ALS, red triangles). (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
Fig. 5Example of qualitative difference in silver staining of axons in the body of the callosum in the control brain (A) and ALS patient (B, subject 3). The density of fibers was reduced ALS patients in side-by-side comparisons. However, axonal features such as beading and orientation of bundles did not distinguish patients from the control in blinded ratings of image fields.
Average rating of histological severity of fields from callosal segments by blinded raters.
| Callosal segment | Subject | Diagnosis | CD68 | GFAP positive cells | Bielschowsky staining | Olig2 | ||
|---|---|---|---|---|---|---|---|---|
| Reactive Astrocytes | Territory overlap | Axon | Dysmorphic | |||||
| Body | 2 | Control | 0.2 | 0.6 | 0.3 | 0.2 | 0.1 | 0.6 |
| 3 | ALS | 0.7 | 1.8 | 0.8 | 0.83 | 0.7 | 0.2 | |
| 4 | ALS | 1.0 | 1.6 | 0.7 | 0 | 0 | 0.3 | |
| 5 | ALS, | 2.3 | 0.9 | 0.4 | 0 | 0 | 0.3 | |
| 6 | ALS, | 1.8 | 1.8 | 0.7 | 0.1 | 0.3 | 1.0 | |
| Genu | 2 | Control | 0 | 1.2 | 0.3 | 0 | 0 | 1 |
| 3 | ALS | 0.3 | 0 | 0 | 0.5 | 0.4 | 0.6 | |
| 4 | ALS | 0.4 | 2.0 | 1.0 | 0.3 | 0.2 | 0.7 | |
| 5 | ALS, | 1.8 | 1.1 | 0.8 | 0 | 0 | 1.0 | |
| 6 | ALS, | 2.0 | 1.7 | 1.0 | 0.1 | 0.1 | 1.0 | |
| Splenium | 2 | Control | 0 | 0.9 | 0.4 | 0 | 0 | 0.1 |
| 3 | ALS | 0.7 | 0.4 | 0 | 0.1 | 0.6 | 0.3 | |
| 4 | ALS | 0.4 | 1.2 | 0.7 | 0.3 | 0.4 | 0.7 | |
| 5 | ALS, | 0.5 | 0.5 | 0 | n.d. | n.d. | 0 | |
| 6 | ALS, | 0.7 | 1.7 | 0.8 | 0.3 | 0.4 | 0.3 | |
ALS - amyotrophic lateral sclerosis; CD68 - marker for activated microglia; GFAP - glial fibrillary acidic protein, an astrocyte marker; Olig2 - oligodendrocyte marker. C9orf72 - carrier of expansion mutation in C9orf72 gene. n.d. - no data obtained.
Rating scale used was 0 = normal, 1 = abnormal. Other stains rated on a scale of 0, 1, 2.
Fig. 6Immunostaining for CD68 (A, B) and GFAP (C, D) in the body of the corpus callosum. A. Control (subject 1) shows only one CD68 + cell, within a blood vessel (black pointer), a normal finding. B. ALS patient (subject 5), shows many CD68 + activated microglia and foamy macrophages in the callosum. C. Control (subject 1) shows sparse GFAP + astrocytes and processes D. ALS patient (subject 6), showing multiple GFAP reactive cells and thickened processes. The histochemical staining of blocks from the control subject and patents 5 and 6 were done at the same time with the same methods.
Fig. 7Fiber tracking of the corticospinal tract in subject 6 (ALS) in A. premortem diffusion scan on a 3 T scanner 6 months earlier and B. 7 T DW-SSFP scan of postmortem hemisphere. The corticospinal tract is shown in red in the foreground structure against the directionally encoded color map in the background. Much greater detail can be seen in the 7 T DW-SSFP image, but the corticospinal tract has a similar profile. (Differences in background color-coding result from positioning of the hemisphere in the scanner. The brainstem was not included in this postmortem hemisphere.) (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)