Cerebral Blood Flow with multi-delay Arterial Spin Labeling MRI Reveals Interictal Hypo-and Hyper-perfusion in epilepsy: A Proof of Concept
Abdennadher, M.; Vaclavu, L.; Sisto, J.; Patel, S.; Petitclerc, L.; Juttukonda, M. R.; Qureshi, M. M.; Al-Faraj, A. O.; Stefanidou, M.; Barrett, J.; Alagar, I.; Jacobellis, S.; Farris, C.; Sakai, O.; Goldstein, L. E.; Guermazi, A.; Inati, S. K.; Theodore, W. H.; Rosen, B.; van Osch, M. J. P.; Hua, N.
Show abstract
Background and PurposeInterictal cerebral blood flow (CBF) may be useful for seizure focus localization. However, its accuracy is debatable. Studies suggested interictal hypoperfusion at the seizure focus, yet others suggested hyperperfusion. This study aims to investigate the patterns of interictal perfusion in epilepsy subjects compared to healthy controls using multiple labeling-delays arterial spin labeling MRI, and to explore the accuracy of perfusion estimation using single post-labeling delay arterial-spin labeling MRI by comparing it to multiple post-labeling delays arterial-spin labeling MRI. Materials and MethodsWe analyzed CBF in 40 participants, 15 healthy (35.9 {+/-} 9.5 years, 47% women) and 25 epilepsy (41.1 {+/-} 10.5 years; 52% women). We acquired a multiple post-labeling delays arterial spin labeling MRI using Hadamard encoding, and structural MRI. Perfusion quantification was performed using in-house software and analyzed using surface-based method. Z-scores of CBF and its absolute value (|Z-score|) were calculated to evaluate abnormal perfusion. ResultsBrain perfusion showed interictal hypo- and/or hyper-perfusion in epilepsy compared to healthy participants involving focal to whole brain alterations. Epilepsy subjects had higher |Z-score| in most cortical regions compared to the healthy group. CBF generated from single post-labeling delay arterial-spin labeling MRI correlated with ones from multiple post-labeling delays in most cortical regions, yet the level of correlation was affected by regional arterial transit time and the labeling scheme. In regions with shorter arterial transit time, correlation peaked at shorter post-labeling delay (1300ms); whereas in regions with longer arterial transit time, correlation peaked at longer post-labeling delay (2250ms). ConclusionsOur findings suggest that the interictal CBF may fluctuate between hypo- and hyper-perfusion, and the involvement of brain regions may extend well beyond the seizure focus. Additionally, while single-post-labeling delay is efficient and clinically feasible, the accuracy of its assessment of perfusion depends on brain regions and the labeling scheme. SUMMARY STATEMENTWe observed interictal hypo-/hyper-perfusion, possibly extending beyond the seizure focus. Caution is warranted when interpreting single-post-labeling-delay perfusion MRI in epilepsy, as its reliability varies by brain region and labeling scheme. Key ResultsO_LIEpilepsy subjects showed larger fluctuation of CBF, yet the fluctuation may happen in either direction: hypo- or hyper-perfusion. C_LIO_LIThe extent of fluctuation can be focal, regional, hemispheric, or global. C_LIO_LICBF derived from single-PLD MRI largely correlates with the ones derived from more reliable multi-PLD method. However, the level of correlation varies spatially (i.e., brain regions) and temporally (i.e., different labeling and post-labeling schemes), and may be explained by regional variability of arterial transit times. C_LI
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Ablation of Apparent Diffusion Coefficient Hyperintensity Clusters and Mesial Temporal Lobe Epilepsy Improves Seizure Outcomes after Laser Interstitial Thermal Therapy 95%
- Uncovering Spatiotemporal Dynamics of the Corticothalamic Network during Seizures 94%
- On-scalp magnetoencephalography based on optically pumped magnetometers to investigate temporal lobe epilepsy 93%
Similar papers in this journal
- Interest of tri-axial rubidium and helium optically pumped magnetometers for on-scalp magnetoencephalography recording of interictal epileptiform discharges 93%
- Quantitative evaluation of normal cerebrospinal fluid flow in the Sylvian aqueduct and perivascular spaces of the middle cerebral artery and circle of Willis via 2D phase-contrast MR imaging 92%
- Changes in interictal pretreatment and posttreatment EEG in childhood absence epilepsy 92%
Similar papers in this journal
Similar papers in this journal
- Test-retest reproducibility of in vivo magnetization transfer ratio and saturation index in mice at 9.4 Tesla 93%
- 'Pscore' - A Novel Percentile-Based Metric to Accurately Assess Individual Deviations in Non-Gaussian Distributions of Quantitative MRI Metrics 91%
- T2-weighted T1 mapping and automated segmentation of CSF: Assessment of solute gradients in the healthy brain 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.