EXPRESS: The granular Hypoperfusion Intensity Ratio (gHIR): A Novel Perfusion-Weighted Metric to Assess the Cerebral Infarct Growth Rate

BACKGROUND: We introduce a novel perfusion-imaging metric, the granular hypoperfusion intensity ratio (gHIR), to assess the infarct growth rate (IGR). METHODS: The gHIR was calculated using an equation that weighted the proportions of ischemic volumes across multiple Tmax thresholds (2s to 18s) to yield a value from 0 to 1, with higher values indicating a faster IGR. gHIR was compared with four established IGR metrics: ASPECTS decay, multiphase CT-angiography collaterals, HIR, and rCBF-IGR. The primary outcome was a good functional outcome (90-day modified Rankin Scale ≤2), assessed with multivariable logistic regression. We evaluated prognostic performance with the c-statistic and determined the optimal gHIR cutoff using the Youden Index. RESULTS: Of 672, 570 (85%) were included: the median age was 77 years [IQR=67-83]; 290 (50.8%) were female; and 272 (47.7%) had a good functional outcome. A good functional outcome was associated with gHIR (adjusted odds ratio [aOR] 0.42 [95%CI=0.34-0.52] per 0.1-unit increase). The AUC of the gHIR for predicting a good functional outcome was 0.75 (95%CI=0.71-0.79). The optimal gHIR cutoff for a good functional outcome was ≤0.30. CONCLUSION: The gHIR showed a strong association with outcomes and superior prognostic performance compared with other standard CT-based methods for assessing IGR.

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Journal
Journal of Cerebral Blood Flow & Metabolism
Published
2026-09-17
DOI
https://doi.org/10.1177/0271678x261492523
Primary Topic
Acute Ischemic Stroke Management
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article
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article

EXPRESS: The granular Hypoperfusion Intensity Ratio (gHIR): A Novel Perfusion-Weighted Metric to Assess the Cerebral Infarct Growth Rate

Ilaria Casetta, Umberto Pensato, Andrea Ginestroni, Andrea Morotti et al.
Journal of Cerebral Blood Flow & Metabolism
Acute Ischemic Stroke Management
article

EXPRESS: The granular Hypoperfusion Intensity Ratio (gHIR): A Novel Perfusion-Weighted Metric to Assess the Cerebral Infarct Growth Rate

Ilaria Casetta, Umberto Pensato, Andrea Ginestroni, Andrea Morotti, Giorgio Busto, Enrico Fainardi, Francesco Arba, Bijoy K. Menon, Francesco Loverre, Alessandro Padovani, Giorgio Umberto Marcello, Andrew Demchuk, Johanna Ospel, Vittorio Miele
article en

Abstract

BACKGROUND: We introduce a novel perfusion-imaging metric, the granular hypoperfusion intensity ratio (gHIR), to assess the infarct growth rate (IGR). METHODS: The gHIR was calculated using an equation that weighted the proportions of ischemic volumes across multiple Tmax thresholds (2s to 18s) to yield a value from 0 to 1, with higher values indicating a faster IGR. gHIR was compared with four established IGR metrics: ASPECTS decay, multiphase CT-angiography collaterals, HIR, and rCBF-IGR. The primary outcome was a good functional outcome (90-day modified Rankin Scale ≤2), assessed with multivariable logistic regression. We evaluated prognostic performance with the c-statistic and determined the optimal gHIR cutoff using the Youden Index. RESULTS: Of 672, 570 (85%) were included: the median age was 77 years [IQR=67-83]; 290 (50.8%) were female; and 272 (47.7%) had a good functional outcome. A good functional outcome was associated with gHIR (adjusted odds ratio [aOR] 0.42 [95%CI=0.34-0.52] per 0.1-unit increase). The AUC of the gHIR for predicting a good functional outcome was 0.75 (95%CI=0.71-0.79). The optimal gHIR cutoff for a good functional outcome was ≤0.30. CONCLUSION: The gHIR showed a strong association with outcomes and superior prognostic performance compared with other standard CT-based methods for assessing IGR.

Journal of Cerebral Blood Flow & Metabolism
University of Calgary (CA), Azienda Ospedaliero-Universitaria Careggi (IT), IRCCS San Camillo Hospital (IT), IRCCS Humanitas Research Hospital (IT), University of Florence (IT), University of Brescia (IT)
Openalex Percentile: Top 11%
Acute Ischemic Stroke Management
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