Related Experiment Video
Updated: Apr 7, 2026

A Magnetic Resonance Imaging Protocol for Stroke Onset Time Estimation in Permanent Cerebral Ischemia
Published on: September 16, 2017
Temporal Net Water Uptake Evolution and Its Association with Functional Outcome in Acute Ischemic Stroke
Wiktor Olszewski1,2, Fabiano Cavalcante2, Laura van Poppel3,2
1From the Department of Biomedical Engineering and Physics (W.O., L.v.P., H.M., P.K.), Amsterdam UMC-Location University of Amsterdam, Amsterdam, the Netherlands w.olszewski@amsterdamumc.nl.
Background And Purpose:
Subacute lesion growth after acute ischemic stroke (AIS) is associated with worse functional outcomes. The ischemic lesion severity can be assessed with net water uptake (NWU), a CT-based marker of edema. Pretreatment NWU has been associated with worse functional outcomes; however, it remains unclear how the temporal changes in NWU influence functional outcomes. In this study, we aimed to determine how associations between NWU and functional outcome vary across imaging times up to 1 week after stroke.
Materials And Methods:
We included patients from the Multicenter Randomized Clinical Trial of Endovascular Treatment for Acute Ischemic Stroke in the Netherlands (MRCLEAN-NO IV) trial with anterior circulation large vessel occlusion who were treated with endovascular treatment and had baseline, 24-hour, and 1-week follow-up noncontrast CT scans. Functional outcome at 90 days was evaluated using the mRS, analyzed both as functional independence (mRS 0-2) and across the full ordinal distribution (mRS 0-6). In the primary analysis, associations between NWU measured at different imaging time points and functional independence were examined using univariable and multivariable logistic regression models. To evaluate temporal changes in NWU, ΔNWU was calculated at different time intervals (baseline to 24 hours, 24 hours to 1 week, and baseline to 1 week), and its association with outcomes was analyzed using analogous regression models.
Results:
Of 539 MRCLEAN-NO IV patients, 115 were included in this study. The median time from stroke onset to randomization was 92 (IQR, 70-140) minutes. The median NWU evolved from 4.3% (interquartile range [IQR], 2.1%-6.8%) at baseline to 9.0% (IQR, 3.0%-13%) at 24 hours and 15% (IQR, 11%-19%) at 1 week. The median patient-level change (ΔNWU) from baseline to 1 week was 10% (IQR, 5.3%-16%). NWU measured at 1 week, but not at baseline or 24 hours, was significantly associated with functional dependence, with an adjusted OR (aOR) of 0.66 (95% CI, 0.47-0.90) per 5-percentage-point increase in NWU. Furthermore, a higher increase in NWU from baseline to 1-week imaging was significantly associated with functional dependence, with an aOR of 0.66 (95% CI, 0.47-0.86) per 5-percentage-point increase in ΔNWU1wk-BL.
Conclusions:
In our population, NWU measured at 1 week is associated with 90-day clinical outcomes, suggesting that lesion evolution continues in the first week after stroke onset and may therefore represent a target for secondary treatments to improve clinical outcomes.
Related Concept Videos
Regulation of Stroke Volume
Preload refers to the degree of stretch on the heart before it contracts. It's analogous to the stretching of a rubber band; the more it's stretched, the more forcefully it snaps back. This concept is encapsulated in the Frank-Starling law of the...
Cardiac Output II: Effect of Stroke Volume on Cardiac Output
Preload
Preload refers to the initial elongation of the cardiac myocytes before contraction and is related to the volume of blood filling the heart at the end of diastole, or end-diastolic volume. The...

