| Literature DB >> 31747380 |
Jernej Vidmar1,2,3, Franci Bajd4, Zoran V Milosevic3, Igor J Kocijancic3, Miran Jeromel3,5, Igor Sersa1,2.
Abstract
Background Recent advances in MRI technology makes it increasingly more competitive to CT also in the field of interventions. Multi-parametric MRI offers a significant amount of data relevant for characterization of human cerebral thrombi. Patients and methods Cerebral thrombi of 17 patients diagnosed with acute stroke were acquired by mechanical thrombectomy. The thrombi were subsequently scanned using a high spatial-resolution 3D T1-weighted MRI to obtain morphological characteristics of the thrombi and also by apparent diffusion coefficient (ADC) and transversal nuclear magnetic resonance (NMR) relaxation time (T2) mapping. The MRI results were analysed for possible correlations between thrombectomy procedure parameters (recanalization time and number of passes) and MR-measurable parameters (sample-mean ADC and T2, within-sample coefficient of variation of ADC and T2, and thrombus length). Results Both MRI mapping techniques enabled a good discrimination among thrombi regions of different water mobility and compaction. Within-sample coefficient of variation of ADC was found most sensitive for discrimination between the thrombi where thrombectomy procedure was performed in a single pass and those where is was performed in two or more passes (p = 0.03). Interestingly, negative correlation was found between the recanalization time and thrombus length (ρ = -0.22). Conclusions Preliminary results of presented study shows that pretreatment MRI assessment of thrombi in stroke patients could potentially ease stroke treatment planning. In this study it is shown that within-sample coefficient of variation of ADC could serve for prediction of possible complications during thrombectomy procedures.Entities:
Keywords: ADC mapping; MR microscopy; T2 mapping; mechanical thrombectomy; stroke
Year: 2019 PMID: 31747380 PMCID: PMC6884935 DOI: 10.2478/raon-2019-0056
Source DB: PubMed Journal: Radiol Oncol ISSN: 1318-2099 Impact factor: 2.991
MRI sequence parameters
| Sequence parameter | MRI sequence | ||
|---|---|---|---|
| 3D spin-echo | 3D PGSE DWI | 3D multi-echo | |
| 20 x 10 x 10 | 20 x 10 x 10 | 20 x 10 x 10 | |
| 128 x 64 x 64 | 128 x 64 x 16 | 128 x 64 x 16 | |
| 156 x 156 x 156 | 156 x 156 x 625 | 156 x 156 x 625 | |
| 5 | 34 | 16 | |
| 100 | 1035 | 1930 | |
| 10 | 2 | 2 | |
| 1 | 1 | 8 | |
| / | 0, 260, 620, 1250 | / | |
| 1 | 4.7 | 2.3 | |
Figure 1Two representative cerebral thrombi presented by central-slice T1- weighetd images, ADC and T2 maps. Low ADC and T2 values, shown in dark blue, correspond to regions of higher compaction while brighter regions are less compact regions that are more susceptible to thrombolytic therapy. From the images can also be seen that variability of ADC values across the thrombi is considerably higher than that of T2 values.
Figure 2Graphs of correlation between the recanalization time (RT) of mechanical thrombectomy and different thrombi parameters: sample-mean apparent diffusion coefficient (ADC), within-sample coefficient of variation of apparent diffusion coefficient (CVADC), sample-mean spin-spin relaxation time (T2), within-sample coefficient of variation of spin-spin relaxation time (CVT2), thrombus length (Length), and number of thrombectomy procedure passes (Passes). Colour (symbol type) of experimental points indicates number of thrombectomy passes.
Figure 3Graphs of correlation between the thrombus length (Length) and: sample-mean apparent diffusion coefficient (ADC), within-sample coefficient of variation of apparent diffusion coefficient (CVADC), sample-mean spin-spin relaxation time (T2), and within-sample coefficient of variation of spin-spin relaxation time (CVT2). Color (symbol type) of experimental points indicates number of thrombectomy passes as defined in Figure 2.
Pearson correlation coefficient for different pairs of thrombi parameters. Correlation coefficients are sorted by their decreasing absolute values
| Pair | ρ | Pair | ρ | Pair | ρ |
|---|---|---|---|---|---|
| 0.92 | 0.24 | CVADC-Length | -0.14 | ||
| -0.43 | Length-RT | -0.22 | Length-Passes | -0.13 | |
| -0.41 | 0.21 | ADC- | 0.13 | ||
| 0.38 | CVADC-Passes | 0.19 | CVADC- | 0.12 | |
| 0.32 | CVT2-Length | -0.16 | ADC-Passes | -0.09 | |
| 0.28 | ADC-RT | 0.15 | 0.06 | ||
| 0.27 | CVADC-RT | 0.14 | -0.01 |
ADC = apparent diffusion coefficient; CVADC = sample coefficient of variation CVADC; CVT2 = sample coefficient of variation CVT2; Length = thrombus length; ρ = Pearson correlation coefficient; RT = recanalization time
Significance of differences between the single-pass (n = 9) and multi-pass (n = 8) thrombectomy groups for different parameters analysed by group-average values and by the t-test
| Thrombectomy | ADC_g
| CVADC_g | CVT2_g | Length | RT_g
| |
|---|---|---|---|---|---|---|
| 0.63 ± 0.1 | 0.38 ± 0.04 | 78 ± 10 | 0.22 ± 0.05 | 9.3 ± 3.7 | 4.8 ± 2.8 | |
| 0.52 ± 0.1 | 0.44 ± 0.05 | 82 ± 11 | 0.23 ± 0.05 | 10.4 ± 5.1 | 27 ± 20 | |
| 0.05 | 0.03 | 0.41 | 0.64 | 0.62 | 0.006 |
ADC = apparent diffusion coefficient; ADC_g = group-average of sample-mean ADC; CVADC_g = group-average of within sample coefficient of variation CVADC; CVT2_g = group-average of within sample coefficient of variation CVT2; Length_g = group-average of thrombus length; p-value = result of the t-test analysis between single- and multi-pass thrombectomy groups; RT_g = group-average of recanalization time; T2_g = group-average of sample-mean T2