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Updated: Jun 17, 2026

Simultaneous PET/MRI Imaging During Mouse Cerebral Hypoxia-ischemia
Published on: September 20, 2015
MRI perfusion maps in acute stroke validated with 15O-water positron emission tomography
Olivier Zaro-Weber1, Walter Moeller-Hartmann, Wolf-Dieter Heiss
1Department of Neurology, University of Cologne, Max Planck Institute for Neurological Research, Gleueler Str 50, 50931 Cologne, Germany. zaroweber@nf.mpg.de
Background And Purpose:
Perfusion-weighted imaging maps are used to identify hypoperfusion in acute ischemic stroke. We evaluated maps of cerebral blood flow (CBF), cerebral blood volume, mean transit time, and time to peak (TTP) in acute stroke by comparison with positron emission tomography.
Methods:
Perfusion-weighted imaging and positron emission tomography were performed in 26 patients with acute ischemic stroke (median 18.5 hours after stroke onset, 65 minutes between MRI and positron emission tomography). The perfusion-weighted imaging-derived maps of CBF, cerebral blood volume, mean transit time, and TTP delay were compared with quantitative positron emission tomography CBF. A receiver-operating characteristic curve analysis identified the best perfusion-weighted imaging map and threshold to identify hypoperfusion <20 mL/100 g/min, a widely used measure of penumbral flow.
Results:
Individual regression analysis of positron emission tomography CBF and perfusion-weighted imaging values were strong for CBF and TTP delay and weaker for mean transit time and cerebral blood volume, but the pooled analysis showed a large variance. Receiver-operating characteristic curve analysis identified TTP and CBF maps as most predictive (median area under the curve=0.94 and 0.93). Penumbral flow thresholds were <21.7 mL/100 g/min (CBF), <1.5 mL/100 g (cerebral blood volume), >5.3 seconds (mean transit time), and >4.2 seconds (TTP). TTP and CBF maps reached sensitivity/specificity values of 91%/82% and 89%/87%.
Conclusions:
In our sample, maps of CBF, TTP, and mean transit time yielded a good estimate of penumbral flow. The performance of TTP maps was equivalent to deconvolution techniques using an arterial input function. For all maps, the application of a predefined threshold is mandatory and calibration studies will enhance their use in acute stroke therapy as well as in clinical stroke trials.
Insights
Time to peak (TTP) and cerebral blood flow (CBF) maps accurately identify hypoperfusion in acute ischemic stroke. These perfusion-weighted imaging maps, when calibrated, can improve stroke therapy and clinical trials.
Area of Science:
- Neuroimaging
- Cerebrovascular Diseases
- Stroke Imaging
Background:
- Perfusion-weighted imaging (PWI) is crucial for detecting hypoperfusion in acute ischemic stroke.
- Accurate PWI map analysis is essential for guiding stroke treatment decisions.
Purpose of the Study:
- To evaluate the accuracy of PWI-derived maps (cerebral blood flow [CBF], cerebral blood volume, mean transit time, time to peak [TTP]) in identifying hypoperfusion.
- To compare PWI maps against positron emission tomography (PET) in acute stroke patients.
- To determine the optimal PWI map and threshold for identifying penumbral flow.
Main Methods:
- 26 acute ischemic stroke patients underwent PWI and PET scans.
- PWI maps (CBF, CBV, MTT, TTP) were compared with quantitative PET CBF.
- Receiver-operating characteristic (ROC) curve analysis identified the best PWI map and threshold for hypoperfusion (<20 mL/100 g/min).
Main Results:
- CBF and TTP maps showed strong correlation with PET CBF.
- ROC analysis identified TTP and CBF maps as most predictive (AUC=0.94 and 0.93, respectively).
- Optimal thresholds were determined for CBF, CBV, MTT, and TTP; TTP and CBF maps achieved high sensitivity/specificity.
Conclusions:
- PWI maps of CBF, TTP, and MTT provide good estimates of penumbral flow in acute stroke.
- TTP map performance was comparable to deconvolution techniques.
- Predefined thresholds and calibration are essential for PWI map utility in stroke therapy and trials.
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