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Research Article| Volume 29, ISSUE 4, 104690, April 2020

The Value of Whole-Brain Perfusion Parameters Combined with Multiphase Computed Tomography Angiography in Predicting Hemorrhagic Transformation in Ischemic Stroke

      Abstract

      Objective: To explore the value of whole-brain perfusion parameters combined with multiphase computed tomography angiography (MP-CTA) in predicting the hemorrhagic transformation (HT) of ischemic stroke. Methods: A total of 64 patients with ischemic stroke who underwent noncontrast computed tomography, computed tomography perfusion imaging, and computed tomography angiography before treatment from August 2017 to June 2019 were included retrospectively. The perfusion parameters cerebral blood volume (CBV), cerebral blood flow (CBF), time to peak (TTP), mean transit time (MTT), time to maximum (Tmax), and permeability surface (PS) were measured by postprocessing software (Advantage Workstation 4.7 (Revolution, GE Healthcare, USA)), and their ratios between the healthy and affect side relative CBV, relative CBF, relative time to peak (rTTP), relative mean transit time (rMTT), relative Tmax, and relative permeability surface (rPS) were calculated. The differences in perfusion parameters between the HT group and the non-HT group were evaluated. The collateral circulation scores and HT rates were assessed by MP-CTA. Receiver operating characteristic curves were drawn to analyze the diagnostic efficiency of valuable parameters and their correlations with HT. The rate of HT in different treatments were compared. Results: The CBV values in the HT group were lower than those in the non-HT group (P < .05), while the TTP, MTT, Tmax, PS, rTTP, rMTT, and rPS values in the HT group were higher than those in the non-HT group (P < .05). PS (r = .63, area under curve = .881) and rPS (r = .52, area under curve = .814) were significantly correlated with HT. The combination of perfusion parameters and the MP-CTA scores can improve the diagnostic efficiency (area under curve = .891). The HT rate in the group with poor collateral (64.29%) was higher than that in the group with good collateral (11.11%). Conclusions: Whole-brain perfusion parameters and MP-CTA scores have important application value in assessing the HT risk of ischemic stroke patients before treatment.

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      References

        • Gilligan A.K.
        • Markus R.
        • Read S.
        • et al.
        Baseline blood pressure but not early computed tomography changes predicts major hemorrhage after streptokinase in acute ischemic stroke.
        Stroke. 2002; 33: 2236-2242
        • Motto C.
        • Ciccone A.
        • Aritzu E.
        • et al.
        Hemorrhage after an acute ischemic stroke.
        Stroke. 1999; 30: 761-764
        • Berkhemer O.A.
        • Fransen P.S.
        • Beumer D.
        • et al.
        A randomized trial of intraarterial treatment for acute ischemic stroke.
        N Engl J Med. 2015; 372: 11-20
        • Campbell B.C.
        • Mitchell P.J.
        • Kleinig T.J.
        • et al.
        Endovascular therapy for ischemic stroke with perfusion-imaging selection.
        N Engl J Med. 2015; 372: 1009-1018
        • Goyal M.
        • Demchuk A.M.
        • Menon B.K.
        • et al.
        Randomized assessment of rapid endovascular treatment of ischemic stroke.
        N Engl J Med. 2015; 372: 1019-1030
        • Jovin T.G.
        • Chamorro A.
        • Cobo E.
        • et al.
        Thrombectomy within 8 hours after symptom onset in ischemic stroke.
        N Engl J Med. 2015; 372: 2296-2306
        • Saver J.L.
        • Goyal M.
        • Bonafe A.
        • et al.
        Stent-retriever thrombectomy after intravenous t-PA vs .t-PA alone in stroke.
        N Engl J Med. 2015; 372: 2285-2295
        • Ginsberg M.D.
        The cerebral collateral circulation: relevance to pathophysiology and treatment of stroke.
        Neuropharmacology. 2018; 134: 280-292
        • Menon B.K.
        • d'Esterre C.D.
        • Qazi E.M.
        • et al.
        Multiphase CT Angiography: a new tool for the imaging triage of patients with acute ischemic stroke.
        Radiology. 2015; 275: 510-520
        • Neumann-Haefelin C.
        • Brinker G.
        • Uhlenkuken U.
        • et al.
        Prediction of hemorrhagic transformation after thrombolytic therapy of clot embolism: An MRI investigation in rat brain.
        Stroke. 2002; 33: 1392-1398
        • Li Q.
        • Gao X.
        • Yao Z.
        • et al.
        Permeability surface of deep middle cerebral artery territory on computed tomographic perfusion predicts hemorrhagic transformation after stroke.
        Stroke. 2017; 48: 2412-2418
        • Jain A.R.
        • Jain M.
        • Kanthala A.R.
        • et al.
        Association of CT perfusion parameters with hemorrhagic transformation in acute ischemic stroke.
        AJNR Am J Neuroradiol. 2013; 34: 1895-1900
        • Mokin M.
        • Morr S.
        • Fanous A.A.
        • et al.
        Correlation between cerebral blood volume values and outcomes in endovascular therapy for acute ischemic stroke.
        J NeuroInterv Surg. 2015; 7: 705-708
        • Kameda K.
        • Uno J.
        • Otsuji R.
        • et al.
        Optimal thresholds for ischemic penumbra predicted by computed tomography perfusion in patients with acute ischemic stroke treated with mechanical thrombectomy.
        J Neurointerv Surg. 2018; 10: 279-284
        • Shinoyama M.
        • Nakagawara J.
        • Yoneda H.
        • et al.
        Initial ‘TTP Map-Defect’ of computed tomography perfusion as a predictor of hemorrhagic transformation of acute ischemic stroke.
        Cerebrovasc Dis Extra. 2013; 3: 14-25
        • Yassi N.
        • Parsons M.W.
        • Christensen S.
        • et al.
        Prediction of poststroke hemorrhagic transformation using computed tomography perfusion.
        Stroke. 2013; 44: 3039-3043
        • Souza L.C.
        • Payabvash S.
        • Wang Y.
        • et al.
        Admission CT perfusion is an independent predictor of hemorrhagic transformation in acute stroke with similar accuracy to DWI.
        Cerebrovasc Dis. 2012; 33: 8-15
        • Yeo L.L.
        • Paliwal P.
        • Low A.F.
        • et al.
        How temporal evolution of intracranial collaterals in acute stroke affects clinical outcomes.
        Neurology. 2016; 86: 434-441
        • Lindley R.I.
        • Wardlaw J.M.
        • Sandercock P.A.
        • et al.
        Frequency and risk factors for spontaneous hemorrhagic transformation of cerebral infarction.
        J Stroke Cerebrovasc Dis. 2004; 13: 235-246
        • Hao Y.
        • Yang D.
        • Wang H.
        • et al.
        Predictors for symptomatic intracranial hemorrhage after endovascular treatment of acute ischemic stroke.
        Stroke. 2017; 48: 1203-1209
        • Huang X.
        • Cai Q.
        • Xiao L.
        • et al.
        Influence of procedure time on outcome and hemorrhagic transformation in stroke patients undergoing thrombectomy.
        J Neurol. 2019; 266: 2560-2570
        • Neuberger U.
        • Kickingereder P.
        • Schönenberger S.
        • et al.
        Risk factors of intracranial hemorrhage after mechanical thrombectomy of anterior circulation ischemic stroke.
        Neuroradiology. 2019; 61: 461-469