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Research ArticleNeurovascular/Stroke Imaging

Association of Pretreatment Perfusion Imaging Parameters with 90-Day Excellent Functional Outcomes in Anterior Circulation Distal Medium Vessel Occlusion Stroke

Hamza Adel Salim, Vaibhav Vagal, Dhairya A. Lakhani, Janet Mei, Licia Luna, Yasmin Aziz, Aneri Balar, Adam A. Dmytriw, Adrien Guenego, Basel Musmar, Nimer Adeeb, Victor C. Urrutia, Elisabeth B. Marsh, Raf Llinas, Argye E. Hillis, Hanzhang Lu, Risheng Xu, Dylan Wolman, Benjamin Pulli, Kambiz Nael, Max Wintermark, Jeremy J. Heit, Gregory W. Albers, Tobias D. Faizy and Vivek Yedavalli
American Journal of Neuroradiology May 2025, 46 (5) 892-899; DOI: https://doi.org/10.3174/ajnr.A8584
Hamza Adel Salim
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
bDepartment of Neuroradiology (H.A.S., M.W.), MD Anderson Medical Center, Houston, Texas
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Vaibhav Vagal
cRenaissance School of Medicine at Stony Brook University (V.V.), Stony Brook, New York
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Dhairya A. Lakhani
dDepartment of Radiology (D.A.L., A.B.), West Virginia University, Morgantown, West Virginia
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Janet Mei
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Licia Luna
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Yasmin Aziz
eDepartment of Neurology (Y.A.), University of Cincinnati Medical Center, Cincinnati, Ohio
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Aneri Balar
dDepartment of Radiology (D.A.L., A.B.), West Virginia University, Morgantown, West Virginia
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Adam A. Dmytriw
fNeuroendovascular Program (A.A.D.), Massachusetts General Hospital & Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
gNeurovascular Centre, Department of Neuroradiology (A.A.D.), Oxford University Hospitals NHS Foundation Trust, Nuffield Departments of Clinical Neurosciences and Surgical Sciences, University of Oxford, United Kingdom
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Adrien Guenego
hDepartment of Diagnostic and Interventional Neuroradiology (A.G.), Erasme University Hospital, Brussels, Belgium
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Basel Musmar
jDepartment of Neurosurgery (B.M.), Thomas Jefferson University, Philadelphia, Pennsylvania
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Nimer Adeeb
iDepartment of Neurosurgery and Interventional Neuroradiology (N.A.), Baton Rouge, Louisiana State University, Louisiana
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Victor C. Urrutia
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Elisabeth B. Marsh
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Raf Llinas
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Argye E. Hillis
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Hanzhang Lu
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Risheng Xu
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Dylan Wolman
kDepartment of Radiology (D.W.), Brown University, Providence, Rhode Island
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Benjamin Pulli
lDepartment of Interventional Neuroradiology (B.P.), Stanford Medical Center, Palo Alto, California
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Kambiz Nael
nDepartment of Radiology & Biomedical Imaging (K.N.), University of California, San Francisco, California
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Max Wintermark
bDepartment of Neuroradiology (H.A.S., M.W.), MD Anderson Medical Center, Houston, Texas
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Jeremy J. Heit
mDepartment of Neuroimaging and Neurointervention (J.J.H., G.W.A.), Stanford Medical Center, Palo Alto, California
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Gregory W. Albers
mDepartment of Neuroimaging and Neurointervention (J.J.H., G.W.A.), Stanford Medical Center, Palo Alto, California
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Tobias D. Faizy
oDepartment of Radiology (T.D.F), Neuroendovascular Program, University Medical Center Münster, Germany.
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Vivek Yedavalli
aFrom the Department of Radiology, Division of Neuroradiology (H.A.S., J.M., L.L., V.C.U., E.B.M., R.L., A.E.H., H.L., R.X., V.Y.), Johns Hopkins Medical Center, Baltimore, Maryland
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Abstract

BACKGROUND AND PURPOSE: Acute ischemic strokes caused by distal medium vessel occlusions (DMVOs) represent a remarkable proportion of all stroke cases, yet the predictors of excellent functional outcomes in these patients remain poorly understood. This study aims to identify pretreatment CTP parameters associated with excellent functional outcomes, defined as an mRS score of 0–1 at 90 days, in patients with anterior circulation DMVO.

MATERIALS AND METHODS: We conducted a retrospective multicenter study involving patients with anterior DMVO, from 2 stroke centers within the Johns Hopkins Medical Enterprise. Baseline demographic, clinical, and imaging data were collected, with CTP parameters analyzed by using RapidAI software. Univariable and multivariable logistic regression models were used to identify predictors of excellent outcomes. Receiver operating characteristic (ROC) curves were constructed to assess the predictive accuracy of CTP parameters.

RESULTS: Among the 82 patients (median age, 71 years; 57% women), occlusions were located in the M2 segment in 89%, M3 in 8.5%, and A2 in 2.4%. Intravenous thrombolysis (IVT) was administered to 37% of patients, and endovascular therapy (EVT) was attempted in 59%. Excellent outcomes at 90 days were achieved in 45% of patients. In univariate analysis, white race (OR, 4.14; 95% CI, 1.66–10.9; P = .003), higher CBV index (OR per 0.1-unit change, 1.45; 95% CI, 1.08–2.05; P = .022), and lower relative CBF (rCBF <20%) volumes (OR, 0.91; 95% CI, 0.81–0.98; P = .038) were significantly associated with excellent outcomes. In multivariate analysis adjusting for age, sex, race, IVT administration, EVT attempted, dyslipidemia, and premorbid mRS, higher CBV index remained a significant independent predictor (OR per 0.1-unit change, 1.72; 95% CI, 1.14–2.81; P = .017), and lower rCBF <20% volume was associated with better outcomes (OR, 0.91; 95% CI, 0.80–0.98; P = .05). The multivariate model demonstrated good predictive performance (area under the ROC curve, 80%; 95% CI, 70%–90%; P < .001).

CONCLUSIONS: In patients with anterior circulation DMVO, a higher CBV index on pretreatment CTP is an independent predictor of excellent functional outcomes at 90 days. These findings suggest that CTP parameters, particularly the CBV index, may be useful in prognostic assessment for this stroke population. Further studies are needed to validate these results and optimize therapeutic approaches.

ABBREVIATIONS:

ACA
anterior cerebral artery
AUC
area under the curve
DMVO
distal medium vessel occlusion
EVT
endovascular therapy
HIR
hyperfusion intensity ratio
IQR
interquartile range
IVT
intravenous thrombolysis
LVO
large vessel occlusion
mTICI
modified TICI
ROC
receiver operating characteristic
rCBF
relative Cerebral blood flow (CBF)
Tmax
time to maximum
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American Journal of Neuroradiology: 46 (5)
American Journal of Neuroradiology
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1 May 2025
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Hamza Adel Salim, Vaibhav Vagal, Dhairya A. Lakhani, Janet Mei, Licia Luna, Yasmin Aziz, Aneri Balar, Adam A. Dmytriw, Adrien Guenego, Basel Musmar, Nimer Adeeb, Victor C. Urrutia, Elisabeth B. Marsh, Raf Llinas, Argye E. Hillis, Hanzhang Lu, Risheng Xu, Dylan Wolman, Benjamin Pulli, Kambiz Nael, Max Wintermark, Jeremy J. Heit, Gregory W. Albers, Tobias D. Faizy, Vivek Yedavalli
Association of Pretreatment Perfusion Imaging Parameters with 90-Day Excellent Functional Outcomes in Anterior Circulation Distal Medium Vessel Occlusion Stroke
American Journal of Neuroradiology May 2025, 46 (5) 892-899; DOI: 10.3174/ajnr.A8584

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Perfusion Imaging and Excellent Recovery in DMVOs
Hamza Adel Salim, Vaibhav Vagal, Dhairya A. Lakhani, Janet Mei, Licia Luna, Yasmin Aziz, Aneri Balar, Adam A. Dmytriw, Adrien Guenego, Basel Musmar, Nimer Adeeb, Victor C. Urrutia, Elisabeth B. Marsh, Raf Llinas, Argye E. Hillis, Hanzhang Lu, Risheng Xu, Dylan Wolman, Benjamin Pulli, Kambiz Nael, Max Wintermark, Jeremy J. Heit, Gregory W. Albers, Tobias D. Faizy, Vivek Yedavalli
American Journal of Neuroradiology May 2025, 46 (5) 892-899; DOI: 10.3174/ajnr.A8584
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