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Published on: December 15, 2023
Comparison of MRI IVIM and MR perfusion imaging in acute ischemic stroke due to large vessel occlusion
Guangming Zhu1, Christian Federau2,3, Max Wintermark1
1Department of Radiology, Neuroradiology Section, Stanford, CA, USA.
Purpose:
Intravoxel incoherent motion is a diffusion-weighted imaging magnetic resonance imaging technique that measures microvascular perfusion from a multi-b value sequence. Intravoxel incoherent motion microvascular perfusion has not been directly compared to conventional dynamic susceptibility contrast perfusion-weighted imaging in the context of acute ischemic stroke. We determined the degree of correlation between perfusion-weighted imaging and intravoxel incoherent motion parameter maps in patients with acute ischemic stroke.
Methods:
We performed a retrospective cohort study of acute ischemic stroke patients undergoing thrombectomy treatment triage by magnetic resonance imaging. Intravoxel incoherent motion perfusion fraction maps were derived using two-step voxel-by-voxel post-processing. Ischemic core, penumbra, non-ischemia, and contralateral hemisphere were delineated based upon diffusion-weighted imaging and perfusion-weighted imaging using a Tmax >6 s threshold. Signal intensity within different brain compartments were measured on intravoxel incoherent motion (IVIM f, IVIM D*, IVIM fD*) parametric maps and compared the differences using one-way ANOVA. Ischemic volumes were measured on perfusion-weighted imaging and intravoxel incoherent motion parametric maps. Bland-Altman analysis and voxel-based volumetric comparison were used to determine the agreements among ischemic volumes of perfusion-weighted imaging and intravoxel incoherent motion perfusion parameters. Inter-rater reliability on intravoxel incoherent motion maps was also assessed. Significance level was set at α < 0.05.
Results:
Twenty patients (11 males, 55%; mean age 67.1 ± 13.8 years) were included. Vessel occlusions involved the internal carotid artery (6 patients, 30%) and M1 segment of the middle cerebral artery (14, 70%). Mean pre-treatment core infarct volume was 19.07 ± 23.56 ml. Mean pre-treatment ischemic volumes on perfusion-weighted imaging were 10.90 ± 13.33 ml (CBV), 24.83 ± 23.08 ml (CBF), 58.87 ± 37.85 ml (MTT), and 47.53 ± 26.78 ml (Tmax). Mean pre-treatment ischemic volumes on corresponding IVIM parameters were 23.20 ± 25.63 ml (IVIM f), 14.01 ± 16.81 ml (IVIM D*), and 27.41 ± 40.01 ml (IVIM fD*). IVIM f, D, and fD* demonstrated significant differences (P < 0.001). The best agreement in term of ischemic volumes and voxel-based overlap was between IVIM fD* and CBF with mean volume difference of 0.5 ml and mean dice similarity coefficient (DSC) of 0.630 ± 0.136.
Conclusion:
There are moderate differences in brain perfusion assessment between intravoxel incoherent motion and perfusion-weighted imaging parametric maps, and IVIM fD* and perfusion-weighted imaging CBF show excellent agreement. Intravoxel incoherent motion is promising for cerebral perfusion assessment in acute ischemic stroke patients.
Insights
Intravoxel incoherent motion (IVIM) perfusion imaging shows moderate differences compared to standard perfusion imaging in acute ischemic stroke. However, IVIM fD* and CBF demonstrate excellent agreement, highlighting IVIM
Area of Science:
- Neuroimaging
- Vascular Neurology
- Medical Physics
Background:
- Intravoxel incoherent motion (IVIM) is a diffusion-weighted MRI technique for microvascular perfusion assessment.
- Direct comparison of IVIM perfusion with conventional dynamic susceptibility contrast (DSC) perfusion imaging in acute ischemic stroke is lacking.
- Accurate perfusion assessment is critical for guiding acute ischemic stroke treatment decisions.
Purpose of the Study:
- To determine the correlation between perfusion-weighted imaging (PWI) and intravoxel incoherent motion (IVIM) parameter maps in acute ischemic stroke patients.
- To compare the accuracy of IVIM-derived perfusion volumes with conventional PWI measurements.
- To evaluate the potential of IVIM as an alternative perfusion assessment tool in acute ischemic stroke.
Main Methods:
- Retrospective cohort study of 20 acute ischemic stroke patients undergoing MRI for thrombectomy triage.
- IVIM parametric maps (f, D*, fD*) were derived using a two-step voxel-by-voxel post-processing method.
- Ischemic volumes were delineated using diffusion-weighted imaging and PWI (Tmax >6s threshold) and compared with IVIM parameters using Bland-Altman analysis and Dice similarity coefficient (DSC).
Main Results:
- Significant differences were observed between IVIM parameters (f, D*, fD*) and conventional PWI measures (P < 0.001).
- The best agreement in ischemic volumes and voxel-based overlap was found between IVIM fD* and PWI CBF (mean volume difference: 0.5 ml; mean DSC: 0.630 ± 0.136).
- Inter-rater reliability for IVIM maps was also assessed.
Conclusions:
- Moderate differences exist in brain perfusion assessment between IVIM and PWI parametric maps.
- IVIM fD* shows excellent agreement with PWI CBF, suggesting its potential utility.
- IVIM is a promising technique for cerebral perfusion assessment in acute ischemic stroke patients.
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