Deep grey nuclei automated assessment in acute-subacute phase of middle cerebral artery cortical stroke helps predict the 3-month outcome

Background: Stroke induces both focal and remote brain alterations, including early degeneration of deep grey nuclei (DGN). This study evaluates whether volumetric and diffusion changes in DGN during the acute-subacute phase after cortical middle cerebral artery (MCA) stroke can predict 3-month functional outcome. Methods: In this retrospective study, consecutive patients ≥ 18 years with first acute-subacute cortical MCA stroke (< 21 days) who underwent 3T MRI including DWI and T1-MP-RAGE imaging between 2018 and 2020 were included. Demographic variables, cardiovascular risk factors, time from stroke onset, and functional outcome were collected. DGN volumes were automatically quantified using the MorphoBox application and normalized as Z-scores. ADC values were extracted by applying segmented DGN onto the ADC map. Infarct volume was manually segmented. Ipsilateral–contralateral differences and asymmetry indices were computed. Multivariable regression analyses were performed to identify predictors of 3-month modified Rankin Scale (mRS) delta. Results: A total of 153 patients (69.3 ± 15.3 years; 85 men) were included. Mean infarct volume was 8.3 ± 20.5 mL. Ipsilateral thalamic (p = 0.001) and caudate (p = 0.006) Z-scores were significantly lower than contralateral values. Thalamic Z-score difference was associated with infarct volume (β = 0.27 [0.12, 0.42], p = 0.001). Thalamic ADC differences were also associated with time from stroke onset (F = 6.55 [3, 148], p = 0.0003). Finally, putaminal Z-score asymmetry (β = − 0.24 [–0.44, − 0.04], p = 0.021) and thalamic ADC asymmetry (β = 0.24 [0.04, 0.44], p = 0.021) independently predicted 3-month mRS delta. Conclusion: Early volumetric and diffusion alterations in deep grey nuclei occur in the acute-subacute phase after cortical MCA stroke and are associated with infarct burden and time from onset. These remote changes can predict short-term functional outcome.

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Journal
Brain Imaging and Behavior
Published
2026-04-22
DOI
https://doi.org/10.1007/s11682-026-01150-w
Primary Topic
Acute Ischemic Stroke Management
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article
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article

Deep grey nuclei automated assessment in acute-subacute phase of middle cerebral artery cortical stroke helps predict the 3-month outcome

Silvia Pistocchi, Vincent Dunet, Davide Strambo, Salim Zenkhri et al.
Brain Imaging and Behavior
Acute Ischemic Stroke Management
article

Deep grey nuclei automated assessment in acute-subacute phase of middle cerebral artery cortical stroke helps predict the 3-month outcome

Silvia Pistocchi, Vincent Dunet, Davide Strambo, Salim Zenkhri, Bénédicte Maréchal, Patrik Michel, Ricardo Corredor-Jerez
article en

Abstract

Background: Stroke induces both focal and remote brain alterations, including early degeneration of deep grey nuclei (DGN). This study evaluates whether volumetric and diffusion changes in DGN during the acute-subacute phase after cortical middle cerebral artery (MCA) stroke can predict 3-month functional outcome. Methods: In this retrospective study, consecutive patients ≥ 18 years with first acute-subacute cortical MCA stroke (< 21 days) who underwent 3T MRI including DWI and T1-MP-RAGE imaging between 2018 and 2020 were included. Demographic variables, cardiovascular risk factors, time from stroke onset, and functional outcome were collected. DGN volumes were automatically quantified using the MorphoBox application and normalized as Z-scores. ADC values were extracted by applying segmented DGN onto the ADC map. Infarct volume was manually segmented. Ipsilateral–contralateral differences and asymmetry indices were computed. Multivariable regression analyses were performed to identify predictors of 3-month modified Rankin Scale (mRS) delta. Results: A total of 153 patients (69.3 ± 15.3 years; 85 men) were included. Mean infarct volume was 8.3 ± 20.5 mL. Ipsilateral thalamic (p = 0.001) and caudate (p = 0.006) Z-scores were significantly lower than contralateral values. Thalamic Z-score difference was associated with infarct volume (β = 0.27 [0.12, 0.42], p = 0.001). Thalamic ADC differences were also associated with time from stroke onset (F = 6.55 [3, 148], p = 0.0003). Finally, putaminal Z-score asymmetry (β = − 0.24 [–0.44, − 0.04], p = 0.021) and thalamic ADC asymmetry (β = 0.24 [0.04, 0.44], p = 0.021) independently predicted 3-month mRS delta. Conclusion: Early volumetric and diffusion alterations in deep grey nuclei occur in the acute-subacute phase after cortical MCA stroke and are associated with infarct burden and time from onset. These remote changes can predict short-term functional outcome.

Brain Imaging and BehaviorVol. 20(3)
Siemens (Switzerland) (CH), University of Lausanne (CH)
Good health and well-being
Openalex Percentile: Top 11%
Acute Ischemic Stroke Management
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