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Published in: Translational Stroke Research 5/2016

Open Access 01-10-2016 | SI: Challenges and Controversies in Translational Stroke Research

Neuroimaging as a Selection Tool and Endpoint in Clinical and Pre-clinical Trials

Authors: Keith W. Muir, I. Mhairi Macrae

Published in: Translational Stroke Research | Issue 5/2016

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Abstract

Standard imaging in acute stroke enables the exclusion of non-stroke structural CNS lesions and cerebral haemorrhage from clinical and pre-clinical ischaemic stroke trials. In this review, the potential benefit of imaging (e.g., angiography and penumbral imaging) as a translational tool for trial recruitment and the use of imaging endpoints are discussed for both clinical and pre-clinical stroke research. The addition of advanced imaging to identify a “responder” population leads to reduced sample size for any given effect size in phase 2 trials and is a potentially cost-efficient means of testing interventions. In pre-clinical studies, technical failures (failed or incomplete vessel occlusion, cerebral haemorrhage) can be excluded early and continuous multimodal imaging of the animal from stroke onset is feasible. Pre- and post-intervention repeat scans provide real time assessment of the intervention over the first 4–6 h. Negative aspects of advanced imaging in animal studies include increased time under general anaesthesia, and, as in clinical studies, a delay in starting the intervention. In clinical phase 3 trial designs, the negative aspects of advanced imaging in patient selection include higher exclusion rates, slower recruitment, overestimated effect size and longer acquisition times. Imaging may identify biological effects with smaller sample size and at earlier time points, compared to standard clinical assessments, and can be adjusted for baseline parameters. Mechanistic insights can be obtained. Pre-clinically, multimodal imaging can non-invasively generate data on a range of parameters, allowing the animal to be recovered for subsequent behavioural testing and/or the brain taken for further molecular or histological analysis.
Literature
1.
go back to reference Weir CJ, Murray GD, Adams FG, Muir KW, Grosset DG, Lees KR. Poor accuracy of stroke scoring systems for differential clinical-diagnosis of intracranial hemorrhage and infarction. Lancet. 1994;344(8928):999–1002.CrossRefPubMed Weir CJ, Murray GD, Adams FG, Muir KW, Grosset DG, Lees KR. Poor accuracy of stroke scoring systems for differential clinical-diagnosis of intracranial hemorrhage and infarction. Lancet. 1994;344(8928):999–1002.CrossRefPubMed
2.
go back to reference Astrup J, Siesjo BK, Symon L. Thresholds in cerebral ischemia—the ischemic penumbra. Stroke. 1981;12:723–5.CrossRefPubMed Astrup J, Siesjo BK, Symon L. Thresholds in cerebral ischemia—the ischemic penumbra. Stroke. 1981;12:723–5.CrossRefPubMed
3.
go back to reference Marchal G, Serrati C, Rioux P, et al. PET imaging of cerebral perfusion and oxygen consumption in acute ischaemic stroke: relation to outcome. Lancet. 1993;341:925–7.CrossRefPubMed Marchal G, Serrati C, Rioux P, et al. PET imaging of cerebral perfusion and oxygen consumption in acute ischaemic stroke: relation to outcome. Lancet. 1993;341:925–7.CrossRefPubMed
4.
go back to reference Donnan GA, Davis SM. Neuroimaging, the ischaemic penumbra, and selection of patients for acute stroke therapy. Lancet Neurol. 2002;1(7):417–25.CrossRefPubMed Donnan GA, Davis SM. Neuroimaging, the ischaemic penumbra, and selection of patients for acute stroke therapy. Lancet Neurol. 2002;1(7):417–25.CrossRefPubMed
5.
go back to reference Muir KW, Buchan A, von Kummer R, Rother J, Baron J-C. Imaging of acute stroke. Lancet Neurol. 2006;5(9):755–68.CrossRefPubMed Muir KW, Buchan A, von Kummer R, Rother J, Baron J-C. Imaging of acute stroke. Lancet Neurol. 2006;5(9):755–68.CrossRefPubMed
6.
go back to reference Jones TH, Morawetz RB, Crowell RM, et al. Thresholds of focal cerebral ischemia in awake monkeys. J Neurosurg. 1981;54(6):773–82.CrossRefPubMed Jones TH, Morawetz RB, Crowell RM, et al. Thresholds of focal cerebral ischemia in awake monkeys. J Neurosurg. 1981;54(6):773–82.CrossRefPubMed
7.
go back to reference Dani KA, Thomas RG, Chappell FM, et al. Computed tomography and magnetic resonance perfusion imaging in ischemic stroke: definitions and thresholds. Ann Neurol. 2011;70(3):384–401.CrossRefPubMed Dani KA, Thomas RG, Chappell FM, et al. Computed tomography and magnetic resonance perfusion imaging in ischemic stroke: definitions and thresholds. Ann Neurol. 2011;70(3):384–401.CrossRefPubMed
8.
go back to reference d’Esterre CD, Boesen ME, Ahn SH, et al. Time-dependent computed tomographic perfusion thresholds for patients with acute ischemic stroke. Stroke. 2015;46(12):3390–7.CrossRefPubMed d’Esterre CD, Boesen ME, Ahn SH, et al. Time-dependent computed tomographic perfusion thresholds for patients with acute ischemic stroke. Stroke. 2015;46(12):3390–7.CrossRefPubMed
9.
go back to reference Muir KW. Heterogeneity of stroke pathophysiology and neuroprotective clinical trial design. Stroke. 2002;33(6):1545–50.CrossRefPubMed Muir KW. Heterogeneity of stroke pathophysiology and neuroprotective clinical trial design. Stroke. 2002;33(6):1545–50.CrossRefPubMed
10.
go back to reference Warach SJ, Luby M, Albers GW, et al. Acute stroke imaging research roadmap III imaging selection and outcomes in acute stroke reperfusion clinical trials: consensus recommendations and further research priorities. Stroke. 2016;47(5):1389–98.CrossRefPubMed Warach SJ, Luby M, Albers GW, et al. Acute stroke imaging research roadmap III imaging selection and outcomes in acute stroke reperfusion clinical trials: consensus recommendations and further research priorities. Stroke. 2016;47(5):1389–98.CrossRefPubMed
11.
go back to reference Campbell BC, Mitchell PJ, Kleinig TJ, et al. Endovascular therapy for ischemic stroke with perfusion-imaging selection. New Engl J Med. 2015;372(11):1009–18.CrossRefPubMed Campbell BC, Mitchell PJ, Kleinig TJ, et al. Endovascular therapy for ischemic stroke with perfusion-imaging selection. New Engl J Med. 2015;372(11):1009–18.CrossRefPubMed
12.
go back to reference Parsons MW, Spratt N, Bivard A, et al. A randomised trial of tenecteplase versus alteplase for acute ischaemic stroke. New Engl J Med. 2012;366:1099–107.CrossRefPubMed Parsons MW, Spratt N, Bivard A, et al. A randomised trial of tenecteplase versus alteplase for acute ischaemic stroke. New Engl J Med. 2012;366:1099–107.CrossRefPubMed
13.
go back to reference Huang XY, Cheripelli BK, Lloyd SM, et al. Alteplase versus tenecteplase for thrombolysis after ischaemic stroke (ATTEST): a phase 2, randomised, open-label, blinded endpoint study. Lancet Neurol. 2015;14(4):368–76.CrossRefPubMed Huang XY, Cheripelli BK, Lloyd SM, et al. Alteplase versus tenecteplase for thrombolysis after ischaemic stroke (ATTEST): a phase 2, randomised, open-label, blinded endpoint study. Lancet Neurol. 2015;14(4):368–76.CrossRefPubMed
14.
go back to reference Broderick JP, Palesch YY, Demchuk AM, et al. Endovascular therapy after intravenous t-PA versus t-PA alone for stroke. New Engl J Med. 2013;368(10):893–903.CrossRefPubMedPubMedCentral Broderick JP, Palesch YY, Demchuk AM, et al. Endovascular therapy after intravenous t-PA versus t-PA alone for stroke. New Engl J Med. 2013;368(10):893–903.CrossRefPubMedPubMedCentral
15.
go back to reference Demchuk AM, Goyal M, Yeatts SD, et al. Recanalization and clinical outcome of occlusion sites at baseline CT angiography in the Interventional Management of Stroke III trial. Radiology. 2014;273(1):202–10.CrossRefPubMedPubMedCentral Demchuk AM, Goyal M, Yeatts SD, et al. Recanalization and clinical outcome of occlusion sites at baseline CT angiography in the Interventional Management of Stroke III trial. Radiology. 2014;273(1):202–10.CrossRefPubMedPubMedCentral
16.
go back to reference De Silva DA, Churilov L, Olivot JM, et al. Greater effect of stroke thrombolysis in the presence of arterial obstruction. Ann Neurol. 2011;70(4):601–5.CrossRefPubMedPubMedCentral De Silva DA, Churilov L, Olivot JM, et al. Greater effect of stroke thrombolysis in the presence of arterial obstruction. Ann Neurol. 2011;70(4):601–5.CrossRefPubMedPubMedCentral
17.
go back to reference Lansberg MG, Straka M, Kemp S, et al. MRI profile and response to endovascular reperfusion after stroke (DEFUSE 2): a prospective cohort study. Lancet Neurol. 2012;11(10):860–7.CrossRefPubMedPubMedCentral Lansberg MG, Straka M, Kemp S, et al. MRI profile and response to endovascular reperfusion after stroke (DEFUSE 2): a prospective cohort study. Lancet Neurol. 2012;11(10):860–7.CrossRefPubMedPubMedCentral
18.
go back to reference Albers GW, Thijs VN, Wechsler L, et al. Magnetic resonance imaging profiles predict clinical response to early reperfusion: the diffusion and perfusion imaging evaluation for understanding stroke evolution (DEFUSE) study. Ann Neurol. 2006;60(5):508–17.CrossRefPubMed Albers GW, Thijs VN, Wechsler L, et al. Magnetic resonance imaging profiles predict clinical response to early reperfusion: the diffusion and perfusion imaging evaluation for understanding stroke evolution (DEFUSE) study. Ann Neurol. 2006;60(5):508–17.CrossRefPubMed
19.
go back to reference Bivard A, Levi C, Krishnamurthy V, et al. Perfusion computed tomography to assist decision making for stroke thrombolysis. Brain. 2015;138(Pt 7):1919–31.CrossRefPubMedPubMedCentral Bivard A, Levi C, Krishnamurthy V, et al. Perfusion computed tomography to assist decision making for stroke thrombolysis. Brain. 2015;138(Pt 7):1919–31.CrossRefPubMedPubMedCentral
20.
go back to reference Lansberg MG, Cereda CW, Mlynash M, et al. Response to endovascular reperfusion is not time-dependent in patients with salvageable tissue. Neurology. 2015;85(8):708–14.CrossRefPubMedPubMedCentral Lansberg MG, Cereda CW, Mlynash M, et al. Response to endovascular reperfusion is not time-dependent in patients with salvageable tissue. Neurology. 2015;85(8):708–14.CrossRefPubMedPubMedCentral
21.
go back to reference Mlynash M, Lansberg MG, De Silva DA, et al. Refining the definition of the malignant profile: insights from the DEFUSE-EPITHET pooled data set. Stroke. 2011;42(5):1270–5.CrossRefPubMedPubMedCentral Mlynash M, Lansberg MG, De Silva DA, et al. Refining the definition of the malignant profile: insights from the DEFUSE-EPITHET pooled data set. Stroke. 2011;42(5):1270–5.CrossRefPubMedPubMedCentral
22.
go back to reference Cheripelli BK, Huang X, MacIsaac R, Muir KW. Interaction of recanalization, intracerebral hemorrhage, and cerebral edema after intravenous thrombolysis. Stroke. 2016;47:1761–7.CrossRefPubMed Cheripelli BK, Huang X, MacIsaac R, Muir KW. Interaction of recanalization, intracerebral hemorrhage, and cerebral edema after intravenous thrombolysis. Stroke. 2016;47:1761–7.CrossRefPubMed
23.
go back to reference Schellinger PD, Thomalla G, Fiehler J, et al. MRI-based and CT-based thrombolytic therapy in acute stroke within and beyond established time windows: an analysis of 1210 patients. Stroke. 2007;38(10):2640–5.CrossRefPubMed Schellinger PD, Thomalla G, Fiehler J, et al. MRI-based and CT-based thrombolytic therapy in acute stroke within and beyond established time windows: an analysis of 1210 patients. Stroke. 2007;38(10):2640–5.CrossRefPubMed
24.
go back to reference McVerry F, Liebeskind DS, Muir KW. Systematic review of methods for assessing leptomeningeal collateral flow. Am J Neuroradiol. 2012;33(3):576–82.CrossRefPubMed McVerry F, Liebeskind DS, Muir KW. Systematic review of methods for assessing leptomeningeal collateral flow. Am J Neuroradiol. 2012;33(3):576–82.CrossRefPubMed
25.
go back to reference Dani KA, Thomas RGR, Chappell FM, Shuler K, Muir KW, Wardlaw JM. Systematic review of perfusion imaging with computed tomography and magnetic resonance in acute ischemic stroke: heterogeneity of acquisition and postprocessing parameters a translational medicine research collaboration multicentre acute stroke imaging study. Stroke. 2012;43(2):563–6.CrossRefPubMed Dani KA, Thomas RGR, Chappell FM, Shuler K, Muir KW, Wardlaw JM. Systematic review of perfusion imaging with computed tomography and magnetic resonance in acute ischemic stroke: heterogeneity of acquisition and postprocessing parameters a translational medicine research collaboration multicentre acute stroke imaging study. Stroke. 2012;43(2):563–6.CrossRefPubMed
26.
go back to reference Furlan AJ, Eyding D, Albers GW, et al. Dose escalation of desmoteplase for acute ischemic stroke (DEDAS): evidence of safety and efficacy 3 to 9 hours after stroke onset. Stroke. 2006;37(5):1227–31.CrossRefPubMed Furlan AJ, Eyding D, Albers GW, et al. Dose escalation of desmoteplase for acute ischemic stroke (DEDAS): evidence of safety and efficacy 3 to 9 hours after stroke onset. Stroke. 2006;37(5):1227–31.CrossRefPubMed
27.
go back to reference Hacke W, Albers G, Al-Rawi Y, et al. The desmoteplase in acute ischemic stroke trial (DIAS): a phase II MRI-based 9-hour window acute stroke thrombolysis trial with intravenous desmoteplase. Stroke. 2005;36(1):66–73.CrossRefPubMed Hacke W, Albers G, Al-Rawi Y, et al. The desmoteplase in acute ischemic stroke trial (DIAS): a phase II MRI-based 9-hour window acute stroke thrombolysis trial with intravenous desmoteplase. Stroke. 2005;36(1):66–73.CrossRefPubMed
28.
go back to reference Albers GW, von Kummer R, Truelsen T, et al. Safety and efficacy of desmoteplase given 3-9 h after ischaemic stroke in patients with occlusion or high-grade stenosis in major cerebral arteries (DIAS-3): a double-blind, randomised, placebo-controlled phase 3 trial. Lancet Neurol. 2015;14(6):575–84.CrossRefPubMed Albers GW, von Kummer R, Truelsen T, et al. Safety and efficacy of desmoteplase given 3-9 h after ischaemic stroke in patients with occlusion or high-grade stenosis in major cerebral arteries (DIAS-3): a double-blind, randomised, placebo-controlled phase 3 trial. Lancet Neurol. 2015;14(6):575–84.CrossRefPubMed
29.
go back to reference Hill MD, Menon BK. Desmoteplase for late treatment of stroke: still in the dark. Lancet Neurol. 2015;14(6):560–1.CrossRefPubMed Hill MD, Menon BK. Desmoteplase for late treatment of stroke: still in the dark. Lancet Neurol. 2015;14(6):560–1.CrossRefPubMed
30.
go back to reference Hacke W, Furlan AJ, Al-Rawi Y, et al. Intravenous desmoteplase in patients with acute ischaemic stroke selected by MRI perfusion-diffusion weighted imaging or perfusion CT (DIAS-2): a prospective, randomised, double-blind, placebo-controlled study. Lancet Neurol. 2009;8(2):141–50.CrossRefPubMed Hacke W, Furlan AJ, Al-Rawi Y, et al. Intravenous desmoteplase in patients with acute ischaemic stroke selected by MRI perfusion-diffusion weighted imaging or perfusion CT (DIAS-2): a prospective, randomised, double-blind, placebo-controlled study. Lancet Neurol. 2009;8(2):141–50.CrossRefPubMed
31.
go back to reference Saver JL, Goyal M, Bonafe A, et al. Stent-retriever thrombectomy after intravenous t-PA vs. t-PA alone in stroke. New Engl J Med. 2015;372(24):2285–95.CrossRefPubMed Saver JL, Goyal M, Bonafe A, et al. Stent-retriever thrombectomy after intravenous t-PA vs. t-PA alone in stroke. New Engl J Med. 2015;372(24):2285–95.CrossRefPubMed
32.
go back to reference Goyal M, Demchuk AM, Menon BK, et al. Randomized assessment of rapid endovascular treatment of ischemic stroke. New Engl J Med. 2015;372(11):1019–30.CrossRefPubMed Goyal M, Demchuk AM, Menon BK, et al. Randomized assessment of rapid endovascular treatment of ischemic stroke. New Engl J Med. 2015;372(11):1019–30.CrossRefPubMed
33.
go back to reference Berkhemer OA, Fransen PS, Beumer D, et al. A randomized trial of intraarterial treatment for acute ischemic stroke. New Engl J Med. 2015;372(1):11–20.CrossRefPubMed Berkhemer OA, Fransen PS, Beumer D, et al. A randomized trial of intraarterial treatment for acute ischemic stroke. New Engl J Med. 2015;372(1):11–20.CrossRefPubMed
34.
go back to reference Jovin TG, Chamorro A, Cobo E, et al. Thrombectomy within 8 hours after symptom onset in ischemic stroke. New Engl J Med. 2015;372(24):2296–306.CrossRefPubMed Jovin TG, Chamorro A, Cobo E, et al. Thrombectomy within 8 hours after symptom onset in ischemic stroke. New Engl J Med. 2015;372(24):2296–306.CrossRefPubMed
35.
go back to reference Mishra NK, Albers GW, Davis SM, et al. Mismatch-based delayed thrombolysis: a meta-analysis. Stroke. 2010;41(1):e25–33.CrossRefPubMed Mishra NK, Albers GW, Davis SM, et al. Mismatch-based delayed thrombolysis: a meta-analysis. Stroke. 2010;41(1):e25–33.CrossRefPubMed
36.
go back to reference Davis SM, Donnan GA, Parsons MW, et al. Effects of alteplase beyond 3 h after stroke in the echoplanar imaging thrombolytic evaluation trial (EPITHET): a placebo-controlled randomised trial. Lancet Neurol. 2008;7(4):299–309.CrossRefPubMed Davis SM, Donnan GA, Parsons MW, et al. Effects of alteplase beyond 3 h after stroke in the echoplanar imaging thrombolytic evaluation trial (EPITHET): a placebo-controlled randomised trial. Lancet Neurol. 2008;7(4):299–309.CrossRefPubMed
37.
go back to reference Kidwell CS, Jahan R, Gornbein J, et al. A trial of imaging selection and endovascular treatment for ischemic stroke. New Engl J Med. 2013;368(10):914–23.CrossRefPubMedPubMedCentral Kidwell CS, Jahan R, Gornbein J, et al. A trial of imaging selection and endovascular treatment for ischemic stroke. New Engl J Med. 2013;368(10):914–23.CrossRefPubMedPubMedCentral
38.
go back to reference Borst J, Berkhemer OA, Roos YB, et al. Value of computed tomographic perfusion-based patient selection for intra-arterial acute ischemic stroke treatment. Stroke. 2015;46(12):3375–82.CrossRefPubMed Borst J, Berkhemer OA, Roos YB, et al. Value of computed tomographic perfusion-based patient selection for intra-arterial acute ischemic stroke treatment. Stroke. 2015;46(12):3375–82.CrossRefPubMed
39.
go back to reference Thomalla G, Fiebach JB, Ostergaard L, et al. A multicenter, randomized, double-blind, placebo-controlled trial to test efficacy and safety of magnetic resonance imaging-based thrombolysis in wake-up stroke (WAKE-UP). Int J Stroke. 2014;9(6):829–36.CrossRefPubMed Thomalla G, Fiebach JB, Ostergaard L, et al. A multicenter, randomized, double-blind, placebo-controlled trial to test efficacy and safety of magnetic resonance imaging-based thrombolysis in wake-up stroke (WAKE-UP). Int J Stroke. 2014;9(6):829–36.CrossRefPubMed
40.
go back to reference Manawadu D, Bodla S, Jarosz J, Keep J, Kalra L. A case-controlled comparison of thrombolysis outcomes between wake-up and known time of onset ischemic stroke patients. Stroke. 2013;44(8):2226–31.CrossRefPubMed Manawadu D, Bodla S, Jarosz J, Keep J, Kalra L. A case-controlled comparison of thrombolysis outcomes between wake-up and known time of onset ischemic stroke patients. Stroke. 2013;44(8):2226–31.CrossRefPubMed
41.
go back to reference Manawadu D, Bodla S, Keep J, Jarosz J, Kalra L. An observational study of thrombolysis outcomes in wake-up ischemic stroke patients. Stroke. 2013;44(2):427–31.CrossRefPubMed Manawadu D, Bodla S, Keep J, Jarosz J, Kalra L. An observational study of thrombolysis outcomes in wake-up ischemic stroke patients. Stroke. 2013;44(2):427–31.CrossRefPubMed
42.
go back to reference Ma H, Parsons MW, Christensen S, et al. A multicentre, randomized, double-blinded, placebo-controlled Phase III study to investigate EXtending the time for Thrombolysis in Emergency Neurological Deficits (EXTEND). Int J Stroke. 2012;7(1):74–80.CrossRefPubMed Ma H, Parsons MW, Christensen S, et al. A multicentre, randomized, double-blinded, placebo-controlled Phase III study to investigate EXtending the time for Thrombolysis in Emergency Neurological Deficits (EXTEND). Int J Stroke. 2012;7(1):74–80.CrossRefPubMed
43.
go back to reference Campbell BC, Christensen S, Parsons MW, et al. Advanced imaging improves prediction of hemorrhage after stroke thrombolysis. Ann Neurol. 2013;73(4):510–9.CrossRefPubMedPubMedCentral Campbell BC, Christensen S, Parsons MW, et al. Advanced imaging improves prediction of hemorrhage after stroke thrombolysis. Ann Neurol. 2013;73(4):510–9.CrossRefPubMedPubMedCentral
44.
go back to reference Muir K, Halbert H, Baird T, McCormick M, Teasdale E. Visual evaluation of perfusion computed tomography in acute stroke accurately estimates infarct volume and tissue viability. J Neurol Neurosurg Psychiatry. 2006;77(3):334–9.CrossRefPubMed Muir K, Halbert H, Baird T, McCormick M, Teasdale E. Visual evaluation of perfusion computed tomography in acute stroke accurately estimates infarct volume and tissue viability. J Neurol Neurosurg Psychiatry. 2006;77(3):334–9.CrossRefPubMed
45.
go back to reference Haley EC, Thompson JLP, Grotta JC, et al. Phase IIB/III trial of tenecteplase in acute ischemic stroke results of a prematurely terminated randomized clinical trial. Stroke. 2010;41:707–11.CrossRefPubMedPubMedCentral Haley EC, Thompson JLP, Grotta JC, et al. Phase IIB/III trial of tenecteplase in acute ischemic stroke results of a prematurely terminated randomized clinical trial. Stroke. 2010;41:707–11.CrossRefPubMedPubMedCentral
46.
go back to reference Yoo AJ, Chaudhry ZA, Nogueira RG, et al. Infarct volume is a pivotal biomarker after intra-arterial stroke therapy. Stroke. 2012;43(5):1323–30.CrossRefPubMed Yoo AJ, Chaudhry ZA, Nogueira RG, et al. Infarct volume is a pivotal biomarker after intra-arterial stroke therapy. Stroke. 2012;43(5):1323–30.CrossRefPubMed
47.
go back to reference Schaefer PW, Souza L, Kamalian S, et al. Limited reliability of computed tomographic perfusion acute infarct volume measurements compared with diffusion-weighted imaging in anterior circulation stroke. Stroke. 2015;46(2):419–24.CrossRefPubMed Schaefer PW, Souza L, Kamalian S, et al. Limited reliability of computed tomographic perfusion acute infarct volume measurements compared with diffusion-weighted imaging in anterior circulation stroke. Stroke. 2015;46(2):419–24.CrossRefPubMed
48.
go back to reference Hjort N, Christensen S, Sølling C, et al. Ischemic injury detected by diffusion imaging 11 minutes after stroke. Ann Neurol. 2005;58:462–5.CrossRefPubMed Hjort N, Christensen S, Sølling C, et al. Ischemic injury detected by diffusion imaging 11 minutes after stroke. Ann Neurol. 2005;58:462–5.CrossRefPubMed
49.
go back to reference Kloska SP, Wintermark M, Engelhorn T, Fiebach JB. Acute stroke magnetic resonance imaging: current status and future perspective. Neuroradiology. 2010;52:189–201.CrossRefPubMed Kloska SP, Wintermark M, Engelhorn T, Fiebach JB. Acute stroke magnetic resonance imaging: current status and future perspective. Neuroradiology. 2010;52:189–201.CrossRefPubMed
50.
go back to reference Ringer TM, Neumann-Haefelin T, Sobel RA, Moseley ME, Yenari MA. Reversal of early diffusion-weighted magnetic resonance imaging abnormalities does not necessarily reflect tissue salvage in experimental cerebral ischemia. Stroke. 2001;32:2362–9.CrossRefPubMed Ringer TM, Neumann-Haefelin T, Sobel RA, Moseley ME, Yenari MA. Reversal of early diffusion-weighted magnetic resonance imaging abnormalities does not necessarily reflect tissue salvage in experimental cerebral ischemia. Stroke. 2001;32:2362–9.CrossRefPubMed
51.
go back to reference Hoehn-Berlage M, Hossmann KA, Busch E, Eis M, Schmitz B, Gyngell ML. Inhibition of nonselective cation channels reduces focal ischemic injury of rat brain. J Cerebr Blood F Met. 1997;17:534–42.CrossRef Hoehn-Berlage M, Hossmann KA, Busch E, Eis M, Schmitz B, Gyngell ML. Inhibition of nonselective cation channels reduces focal ischemic injury of rat brain. J Cerebr Blood F Met. 1997;17:534–42.CrossRef
52.
go back to reference Li F, Han S, Tatlisumak T, et al. A new method to improve in-bore middle cerebral artery occlusion in rats: demonstration with diffusion- and perfusion-weighted imaging. Stroke. 1998;29:1715–20.CrossRefPubMed Li F, Han S, Tatlisumak T, et al. A new method to improve in-bore middle cerebral artery occlusion in rats: demonstration with diffusion- and perfusion-weighted imaging. Stroke. 1998;29:1715–20.CrossRefPubMed
53.
go back to reference Mies G, Iijima T. Hossmann KA Correlation between peri-infarct DC shifts and ischaemic neuronal damage in rat. NeuroReport. 1993;4(6):709–11.CrossRefPubMed Mies G, Iijima T. Hossmann KA Correlation between peri-infarct DC shifts and ischaemic neuronal damage in rat. NeuroReport. 1993;4(6):709–11.CrossRefPubMed
54.
go back to reference Selman WR, Lust WD, Pundik S, Zhou Y, Ratcheson RA. Compromised metabolic recovery following spontaneous spreading depression in the penumbra. Brain Res. 2004;999:167–74.CrossRefPubMed Selman WR, Lust WD, Pundik S, Zhou Y, Ratcheson RA. Compromised metabolic recovery following spontaneous spreading depression in the penumbra. Brain Res. 2004;999:167–74.CrossRefPubMed
55.
go back to reference Campbell BCV, Macrae IM. Translational perspectives on perfusion–diffusion mismatch in ischemic stroke. Int J Stroke. 2015;10:153–62.CrossRefPubMed Campbell BCV, Macrae IM. Translational perspectives on perfusion–diffusion mismatch in ischemic stroke. Int J Stroke. 2015;10:153–62.CrossRefPubMed
57.
go back to reference Wetterling F, Gallagher L, Mullin J, Holmes WM, McCabe C, Macrae IM, et al. Sodium-23 magnetic resonance imaging has potential for improving penumbra detection but not for estimating stroke onset time. J Cerebr Blood F Met. 2015;35:103–11.CrossRef Wetterling F, Gallagher L, Mullin J, Holmes WM, McCabe C, Macrae IM, et al. Sodium-23 magnetic resonance imaging has potential for improving penumbra detection but not for estimating stroke onset time. J Cerebr Blood F Met. 2015;35:103–11.CrossRef
58.
go back to reference Meng X, Fisher M, Shen Q, Sotak CH, Duong TQ. Characterizing the diffusion/perfusion mismatch in experimental focal cerebral ischemia. Ann Neurol. 2004;55:207–12.CrossRefPubMedPubMedCentral Meng X, Fisher M, Shen Q, Sotak CH, Duong TQ. Characterizing the diffusion/perfusion mismatch in experimental focal cerebral ischemia. Ann Neurol. 2004;55:207–12.CrossRefPubMedPubMedCentral
59.
go back to reference Ewing JR, Cao Y, Knight RA, Fenstermacher JD. Arterial spin labeling: validity testing and comparison studies. J Magn Reson Imaging. 2005;22(6):737–40.CrossRefPubMed Ewing JR, Cao Y, Knight RA, Fenstermacher JD. Arterial spin labeling: validity testing and comparison studies. J Magn Reson Imaging. 2005;22(6):737–40.CrossRefPubMed
60.
go back to reference Baskerville TA, McCabe C, Weir CJ, Macrae IM. Holmes WM Noninvasive MRI measurement of CBF: evaluating an arterial spin labelling sequence with 99mTc-HMPAO CBF autoradiography in a rat stroke model. J Cerebr Blood F Met. 2012;32(6):973–7.CrossRef Baskerville TA, McCabe C, Weir CJ, Macrae IM. Holmes WM Noninvasive MRI measurement of CBF: evaluating an arterial spin labelling sequence with 99mTc-HMPAO CBF autoradiography in a rat stroke model. J Cerebr Blood F Met. 2012;32(6):973–7.CrossRef
62.
go back to reference Wang Y, Hu W, Perez-Trepichio AD, Ng TC, Furlan AJ, Majors AW, et al. Brain tissue sodium is a ticking clock telling time after arterial occlusion in rat focal cerebral ischemia. Stroke. 2000;31:1386–91.CrossRefPubMed Wang Y, Hu W, Perez-Trepichio AD, Ng TC, Furlan AJ, Majors AW, et al. Brain tissue sodium is a ticking clock telling time after arterial occlusion in rat focal cerebral ischemia. Stroke. 2000;31:1386–91.CrossRefPubMed
63.
go back to reference Jones SC, Kharlamov A, Yanovski B, Kim DK, Easley KA, Yushmanov VE, et al. Stroke onset time using sodium MRI in rat focal cerebral ischemia. Stroke. 2006;37:883–8.CrossRefPubMed Jones SC, Kharlamov A, Yanovski B, Kim DK, Easley KA, Yushmanov VE, et al. Stroke onset time using sodium MRI in rat focal cerebral ischemia. Stroke. 2006;37:883–8.CrossRefPubMed
64.
go back to reference Santosh C, Brennan D, McCabe C, Macrae IM, Holmes WM, Graham DI, et al. Gsell W Potential use of oxygen as a metabolic biosensor in combination with T2*-weighted MRI to define the ischemic penumbra. J Cerebr Blood F Met. 2008;28(10):1742–53.CrossRef Santosh C, Brennan D, McCabe C, Macrae IM, Holmes WM, Graham DI, et al. Gsell W Potential use of oxygen as a metabolic biosensor in combination with T2*-weighted MRI to define the ischemic penumbra. J Cerebr Blood F Met. 2008;28(10):1742–53.CrossRef
65.
go back to reference Robertson CA, McCabe C, Gallagher L, Lopez-Gonzalez Mdel R, Holmes WM, Condon B, et al. Stroke penumbra defined by an MRI-based oxygen challenge technique: 1. Validation using [14C]2-deoxyglucose autoradiography. J Cerebr Blood F Met. 2011;31(8):1778–87.CrossRef Robertson CA, McCabe C, Gallagher L, Lopez-Gonzalez Mdel R, Holmes WM, Condon B, et al. Stroke penumbra defined by an MRI-based oxygen challenge technique: 1. Validation using [14C]2-deoxyglucose autoradiography. J Cerebr Blood F Met. 2011;31(8):1778–87.CrossRef
66.
go back to reference Robertson CA, McCabe C, Gallagher L, Lopez-Gonzalez Mdel R, Holmes WM, Condon B, et al. Stroke penumbra defined by an MRI-based oxygen challenge technique: 2. Validation based on the consequences of reperfusion. J Cerebr Blood F Met. 2011;31(8):1788–98.CrossRef Robertson CA, McCabe C, Gallagher L, Lopez-Gonzalez Mdel R, Holmes WM, Condon B, et al. Stroke penumbra defined by an MRI-based oxygen challenge technique: 2. Validation based on the consequences of reperfusion. J Cerebr Blood F Met. 2011;31(8):1788–98.CrossRef
Metadata
Title
Neuroimaging as a Selection Tool and Endpoint in Clinical and Pre-clinical Trials
Authors
Keith W. Muir
I. Mhairi Macrae
Publication date
01-10-2016
Publisher
Springer US
Published in
Translational Stroke Research / Issue 5/2016
Print ISSN: 1868-4483
Electronic ISSN: 1868-601X
DOI
https://doi.org/10.1007/s12975-016-0487-1

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