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Umemura T, Tanaka Y, Kurokawa T, Miyaoka R, Idei M, Ohta H, Yamamoto J. The apparent diffusion coefficient color Map for evaluating a large ischemic core. J Neuroradiol 2025; 52:101315. [PMID: 39870208 DOI: 10.1016/j.neurad.2025.101315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 10/31/2024] [Accepted: 01/15/2025] [Indexed: 01/29/2025]
Abstract
INTRODUCTION Our previous work demonstrated that evaluating large ischemic cores using the apparent diffusion coefficient (ADC) could predict EVT outcomes, with the most frequent ADC (peak ADC) ≥520×10-6 mm2/s associated with better clinical results. Since the degree of ADC reduction reflects the severity of ischemic stress, this study aimed to assess the utility of an ADC color map in visualizing this stress. PATIENTS AND METHODS This retrospective cohort study included consecutive patients with a low Alberta Stroke Program Early Computed Tomography Score (ASPECTS) using diffusion-weighted imaging (DWI) who underwent successful EVT recanalization between April 2014 and March 2023. To create a visual representation of ischemic stress, we assigned different colors to diffusion-weighted image (DWI) lesions based on their ADC values: ≥520×10-6 mm2/s, 520-440×10-6 mm2/s, and <440×10-6 mm2/s. We compared patients with peak ADC ≥520×10-6 mm2/s to those with lower peak ADC to identify factors associated with the higher value. RESULTS A total of 78 patients were enrolled, with 34 having a peak ADC ≥520×10-6 mm2/s. The optimal ratio for discriminating peak ADC ≥520×10-6 mm2/s was found to be 60 % for the volume of the lesion with ADC ≥520×10-6 mm2/s (ADC520) relative to the total DWI lesion volume. This ratio demonstrated a sensitivity of 86 % and a specificity of 82 %. DISCUSSION AND CONCLUSION The ADC color map effectively portrays the depth of ischemic stress. A large ischemic core with an ADC520/DWI ratio >60 % may be salvageable with EVT. This approach offers a visual means for assessing EVT suitability in acute large ischemic stroke.
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Affiliation(s)
- Takeru Umemura
- Department of Neurosurgery, University of Occupational and Environmental Health, Kitakyushu, Japan.
| | - Yuko Tanaka
- Department of Stroke Medicine and Neuro-endovascular Therapy, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Toru Kurokawa
- Department of Stroke Medicine and Neuro-endovascular Therapy, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Ryo Miyaoka
- Department of Neurosurgery, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Masaru Idei
- Department of Neurosurgery, Kitakyushu General Hospital, Kitakyushu, Japan
| | - Hirotsugu Ohta
- Department of Neurosurgery, Kyushu Rosai Hospital, Moji Medical Center, Kitakyushu, Japan
| | - Junkoh Yamamoto
- Department of Neurosurgery, University of Occupational and Environmental Health, Kitakyushu, Japan
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Akaishi T, Asari M, Sekiguchi S, Muroya T, Hasebe M. A Case With Bilateral Hippocampal Infarction Resembling Transient Global Amnesia. J Med Cases 2024; 15:159-166. [PMID: 39091574 PMCID: PMC11287902 DOI: 10.14740/jmc4240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Accepted: 06/11/2024] [Indexed: 08/04/2024] Open
Abstract
Transient global amnesia (TGA) is a benign and transient condition with a sudden short-term amnesia. One of the conditions resembling TGA is hippocampal infarction, which requires relapse prevention treatments. In this report, we present a case with bilateral hippocampal infarction in whom distinguishing these two conditions was difficult for up to 1 week from the onset. A 60-year-old female visited our hospital with sudden onset retrograde and anterograde amnesia. Thin-slice magnetic resonance imaging (MRI) with 2-mm thickness revealed hyperintense signals on diffusion-weighted imaging (DWI) with signal loss on apparent diffusion coefficient (ADC) on both sides of the hippocampus. MRI with 5-mm thickness on day 7 revealed persistent restricted diffusion on both sides, one of which was still with decreased ADC values. Based on this finding, the diagnosis of bilateral hippocampal infarction was reached, and the relapse-preventive antiplatelet was continued. This case implied the potential difficulty of distinguishing cases with TGA and those with hippocampal infarction based on MRI findings within the first several days after onset. Thin-slice brain MRI, careful search of potential cardiovascular risks, and follow-up MRI ≥ 7 days after onset will be helpful to reach a correct diagnosis in cases with sudden amnesia.
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Affiliation(s)
- Tetsuya Akaishi
- Department of Education and Support for Regional Medicine, Tohoku University, Sendai, Japan
| | - Mami Asari
- Department of Neurology, Izumi Hospital, Sendai, Japan
| | | | - Tomoko Muroya
- Department of Neurology, Izumi Hospital, Sendai, Japan
| | - Makoto Hasebe
- Department of Neurology, Izumi Hospital, Sendai, Japan
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Umemura T, Hatano T, Ogura T, Miyata T, Agawa Y, Nakajima H, Tomoyose R, Sakamoto H, Tsujimoto Y, Nakazawa Y, Wakabayashi T, Hashimoto T, Fujiki R, Shiraishi W, Nagata I. ADC Level is Related to DWI Reversal in Patients Undergoing Mechanical Thrombectomy: A Retrospective Cohort Study. AJNR Am J Neuroradiol 2022; 43:893-898. [PMID: 35550283 DOI: 10.3174/ajnr.a7510] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 03/17/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE In patients with ischemic stroke, DWI lesions can occasionally be reversed by reperfusion therapy. This study aimed to ascertain the relationship between ADC levels and DWI reversal in patients with acute ischemic stroke who underwent recanalization treatment. MATERIALS AND METHODS We conducted a retrospective cohort study in patients with acute ischemic stroke who underwent endovascular mechanical thrombectomy with successful recanalization between April 2017 and March 2021. DWI reversal was assessed through follow-up MR imaging approximately 24 hours after treatment. RESULTS In total, 118 patients were included. DWI reversal was confirmed in 42 patients. The ADC level in patients with reversal was significantly higher than that in patients without reversal. Eighty-three percent of patients with DWI reversal areas had mean ADC levels of ≥520 × 10-6 mm2/s, and 71% of patients without DWI reversal areas had mean ADC levels of <520 × 10-6 mm2/s. The mean ADC threshold was 520 × 10-6 mm2/s with a sensitivity and specificity of 71% and 83%, respectively. In multivariate analysis, the mean ADC level (OR, 1.023; 95% CI, 1.013-1.033; P < .0001) was independently associated with DWI reversal. Patients with DWI reversal areas had earlier neurologic improvement (NIHSS at 7 days) than patients without reversal areas (P < .0001). CONCLUSIONS In acute ischemic stroke, the ADC value is independently associated with DWI reversal. Lesions with a mean ADC of ≥520 × 10-6 mm2/s are salvageable by mechanical thrombectomy, and DWI reversal areas regain neurologic function. The ADC value is easily assessed and is a useful tool to predict viable lesions.
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Affiliation(s)
- T Umemura
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - T Hatano
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - T Ogura
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - T Miyata
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - Y Agawa
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - H Nakajima
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - R Tomoyose
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - H Sakamoto
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - Y Tsujimoto
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - Y Nakazawa
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - T Wakabayashi
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - T Hashimoto
- Department of Neurology (T.H., R.F., W.B.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - R Fujiki
- Department of Neurology (T.H., R.F., W.B.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - W Shiraishi
- Department of Neurology (T.H., R.F., W.B.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
| | - I Nagata
- From the Department of Neurosurgery (T.U., T.H., T.O., T.M., Y.A., N.H., R.T., H.S., Y.T., Y.N., T.W., I.N.), Stroke Center, Kokura Memorial Hospital, Kitakyushu City, Japan
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Gwak DS, Choi W, Shim DH, Kim YW, Kang DH, Son W, Hwang YH. Role of Apparent Diffusion Coefficient Gradient Within Diffusion Lesions in Outcomes of Large Stroke After Thrombectomy. Stroke 2021; 53:921-929. [PMID: 34583532 DOI: 10.1161/strokeaha.121.035615] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE The outcome of endovascular treatment in stroke patients with a large ischemic core is not always satisfactory. We evaluated whether the severity of baseline diffusion-weighted imaging abnormalities, as assessed by different apparent diffusion coefficient (ADC) thresholds, correlates with the clinical outcome in these patients after successful endovascular treatment. METHODS In 82 consecutive patients with a large vessel occlusion in the anterior circulation admitted ≤24 hours after onset, a baseline diffusion lesion volume (ADC ≤620×10-6 mm2/s [ADC620]) ≥50 mL and successful recanalization by endovascular treatment were retrospectively investigated. Lesion volumes of 3 ADC thresholds (ADC620, ADC ≤520×10-6 mm2/s [ADC520], and ADC ≤540×10-6 mm2/s [ADC540]) were measured using an automated Olea software program. The performance of the ADC520/ADC620 and ADC540/ADC620 ratios in predicting the functional outcome was assessed by receiver operating characteristic curve analysis. The ADC ratio with optimal threshold showing better receiver operating characteristic performance was dichotomized at its median value into low versus high subgroup and its association with the outcome subsequently evaluated in a multivariable logistic regression model. RESULTS The median baseline diffusion lesion volume was 80.8 mL (interquartile range, 64.4-105.4). A good functional outcome (modified Rankin Scale score, ≤2) was achieved in 35 patients (42.7%). The optimal threshold for predicting the functional outcome was identified as ADC540/ADC620 (area under the curve, 0.833) and dichotomized at 0.674. After adjusting for age, baseline National Institutes of Health Stroke Scale score, intravenous tissue-type plasminogen activator, baseline diffusion lesion volume, and onset-to-recanalization time, a low ADC540/ADC620 was independently associated with a good functional outcome (adjusted odds ratio, 10.72 [95% CI, 3.06-37.50]; P<0.001). CONCLUSIONS A low ADC540/ADC620, which may reflect less severe ischemic stress inside a diffusion lesion, may help to identify patients who would benefit from endovascular treatment despite having a large ischemic core.
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Affiliation(s)
- Dong-Seok Gwak
- Department of Neurology, Kyungpook National University Hospital, Daegu, Republic of Korea (D.-S.G., W.C.C., D.-H.S., Y.-W.K., Y.-H.H.)
| | - WooChan Choi
- Department of Neurology, Kyungpook National University Hospital, Daegu, Republic of Korea (D.-S.G., W.C.C., D.-H.S., Y.-W.K., Y.-H.H.)
| | - Dong-Hyun Shim
- Department of Neurology, Kyungpook National University Hospital, Daegu, Republic of Korea (D.-S.G., W.C.C., D.-H.S., Y.-W.K., Y.-H.H.)
| | - Yong-Won Kim
- Department of Neurology, Kyungpook National University Hospital, Daegu, Republic of Korea (D.-S.G., W.C.C., D.-H.S., Y.-W.K., Y.-H.H.).,Department of Neurology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea. (Y.-W.K., Y.-H.H.)
| | - Dong-Hun Kang
- Department of Radiology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea. (D.-H.K., W.S.).,Department of Neurosurgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea. (D.-H.K., W.S.)
| | - Wonsoo Son
- Department of Radiology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea. (D.-H.K., W.S.).,Department of Neurosurgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea. (D.-H.K., W.S.)
| | - Yang-Ha Hwang
- Department of Neurology, Kyungpook National University Hospital, Daegu, Republic of Korea (D.-S.G., W.C.C., D.-H.S., Y.-W.K., Y.-H.H.).,Department of Neurology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea. (Y.-W.K., Y.-H.H.)
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Stroke medicine terminology: imprecise, wordy, and misleading. Neuroradiology 2021; 63:825-827. [PMID: 33855583 PMCID: PMC8128721 DOI: 10.1007/s00234-021-02715-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 04/06/2021] [Indexed: 11/03/2022]
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Goyal M, Ospel JM, Menon B, Almekhlafi M, Jayaraman M, Fiehler J, Psychogios M, Chapot R, van der Lugt A, Liu J, Yang P, Agid R, Hacke W, Walker M, Fischer U, Asdaghi N, McTaggart R, Srivastava P, Nogueira RG, Moret J, Saver JL, Hill MD, Dippel D, Fisher M. Challenging the Ischemic Core Concept in Acute Ischemic Stroke Imaging. Stroke 2020; 51:3147-3155. [DOI: 10.1161/strokeaha.120.030620] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Endovascular treatment is a highly effective therapy for acute ischemic stroke due to large vessel occlusion and has recently revolutionized stroke care. Oftentimes, ischemic core extent on baseline imaging is used to determine endovascular treatment-eligibility. There are, however, 3 fundamental issues with the core concept: First, computed tomography and magnetic resonance imaging, which are mostly used in the acute stroke setting, are not able to precisely determine whether and to what extent brain tissue is infarcted (core) or still viable, due to variability in tissue vulnerability, the phenomenon of selective neuronal loss and lack of a reliable gold standard. Second, treatment decision-making in acute stroke is multifactorial, and as such, the relative importance of single variables, including imaging factors, is reduced. Third, there are often discrepancies between core volume and clinical outcome. This review will address the uncertainty in terminology and proposes a direction towards more clarity. This theoretical exercise needs empirical data that clarify the definitions further and prove its value.
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Affiliation(s)
- Mayank Goyal
- Department of Clinical Neurosciences, University of Calgary, Canada. (M.G., J.M.O., B.M., M.A., M.D.H.)
- Department of Radiology, University of Calgary, Canada. (M.G., B.M., M.A., M.D.H.)
| | - Johanna M. Ospel
- Department of Clinical Neurosciences, University of Calgary, Canada. (M.G., J.M.O., B.M., M.A., M.D.H.)
- Division of Neuroradiology, Clinic of Radiology and Nuclear Medicine, University Hospital Basel, University of Basel, Switzerland (J.M.O., M.P.)
| | - Bijoy Menon
- Department of Clinical Neurosciences, University of Calgary, Canada. (M.G., J.M.O., B.M., M.A., M.D.H.)
- Department of Radiology, University of Calgary, Canada. (M.G., B.M., M.A., M.D.H.)
| | - Mohammed Almekhlafi
- Department of Clinical Neurosciences, University of Calgary, Canada. (M.G., J.M.O., B.M., M.A., M.D.H.)
- Department of Radiology, University of Calgary, Canada. (M.G., B.M., M.A., M.D.H.)
| | - Mahesh Jayaraman
- Department of Interventional Radiology, Warren Alpert Medical School of Brown University, Providence, RI (M.J., R.M.)
| | - Jens Fiehler
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Germany (J.F.)
| | - Marios Psychogios
- Division of Neuroradiology, Clinic of Radiology and Nuclear Medicine, University Hospital Basel, University of Basel, Switzerland (J.M.O., M.P.)
| | - Rene Chapot
- Department of Neuroradiology, Alfred Krupp Krankenhaus, Essen, Germany (R.C.)
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands (A.v.d.L.)
| | - Jianmin Liu
- Department of Neurosurgery, Changhai Hospital, Naval Medical University, Shanghai, China (J.L.)
| | - Pengfei Yang
- Department of Neurosurgery, Changhai Hospital, Second Military Medical University, Shanghai, China (P.Y.)
| | - Ronit Agid
- Department of Medical Imaging, University of Toronto, Canada (R.A.)
| | - Werner Hacke
- Department of Neurology, University Hospital Heidelberg, Germany (W.H.)
| | - Melanie Walker
- Department of Neurological Surgery, University of Washington School of Medicine, Seattle (M.W.)
| | - Urs Fischer
- Department of Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Switzerland (U.F.)
| | - Negar Asdaghi
- Department of Neurology, University of Miami Miller School of Medicine (N.A.)
| | - Ryan McTaggart
- Department of Interventional Radiology, Warren Alpert Medical School of Brown University, Providence, RI (M.J., R.M.)
| | - Padma Srivastava
- Department of Neurology, All India Institute of Medicine, New Delhi, India (P.S.)
| | - Raul G. Nogueira
- Department of Neurology, Emory University School of Medicine, Atlanta (R.G.N.)
| | - Jacques Moret
- The Brain Vascular Center, Baujon University Hospital, Paris, France (J.M.)
| | - Jeffrey L. Saver
- Department of Neurology and Comprehensive Stroke Center, David Geffen School of Medicine, University of California, Los Angeles (J.L.S.)
| | - Michael D. Hill
- Department of Clinical Neurosciences, University of Calgary, Canada. (M.G., J.M.O., B.M., M.A., M.D.H.)
- Department of Radiology, University of Calgary, Canada. (M.G., B.M., M.A., M.D.H.)
| | - Diederik Dippel
- Department of Neurology, Erasmus University Medical Center, Rotterdam, the Netherlands (D.D.)
| | - Marc Fisher
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA (M.F.)
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Yoshie T, Yu Y, Jiang H, Honda T, Trieu H, Scalzo F, Saver JL, Liebeskind DS. Perfusion Parameter Thresholds That Discriminate Ischemic Core Vary with Time from Onset in Acute Ischemic Stroke. AJNR Am J Neuroradiol 2020; 41:1809-1815. [PMID: 32855193 DOI: 10.3174/ajnr.a6744] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 06/29/2020] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE When mapping the ischemic core and penumbra in patients with acute ischemic stroke using perfusion imaging, the core is currently delineated by applying the same threshold value for relative CBF at all time points from onset to imaging. We investigated whether the degree of perfusion abnormality and optimal perfusion parameter thresholds for defining ischemic core vary with time from onset to imaging. MATERIALS AND METHODS In a prospectively maintained registry, consecutive patients were analyzed who had ICA or M1 occlusion, baseline perfusion and diffusion MR imaging, treatment with IV tPA and/or endovascular thrombectomy, and a witnessed, well-documented time of onset. Ten superficial and deep MCA ROIs were analyzed in ADC and perfusion-weighted images. RESULTS Among the 66 patients meeting entry criteria, onset-to-imaging time was 162 minutes (range, 94-326 minutes). Of the 660 ROIs analyzed, 164 (24.8%) showed severely or moderately reduced ADC (ADC ≤ 620, ischemic core), and 496 (75.2%), mildly reduced or normal ADC (ADC > 620). In ischemic core ADC regions, longer onset-to-imaging times were associated with more highly abnormal perfusion parameters-relative CBF: Spearman correlation, r = -0.22, P = .005; relative CBV: r = -0.41, P < .001; MTT: - r = -0.29, P < .001; and time-to-maximum: r = 0.35, P < .001. As onset-to-imaging times increased, the best cutoff values for relative CBF and relative CBV to discriminate core from noncore tissue became progressively lower and overall accuracy of the core tissue definition increased. CONCLUSIONS Perfusion abnormalities in ischemic core regions become progressively more abnormal with longer intervals from onset to imaging. Perfusion parameter value thresholds that best delineate ischemic core are more severely abnormal and have higher accuracy with longer onset-to-imaging times.
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Affiliation(s)
- T Yoshie
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
- Department of Neurology and Neuro Endovascular Therapy (T.Y.), St. Marianna University Toyoko Hospital, Kanagawa, Japan
| | - Y Yu
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - H Jiang
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
- Department of Neurology (H.J.), the First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - T Honda
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - H Trieu
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - F Scalzo
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - J L Saver
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
| | - D S Liebeskind
- From the Department of Neurology (T.Y., Y.Y., H.J., T.H., H.T., F.S., J.L.S., D.S.L.), David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California
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Shrot S, Hoffmann C, Katorza E. Reversible parenchymal ischemic injury on fetal brain MRI following fetoscopic laser coagulation-Implication on parental counseling. Radiol Case Rep 2020; 15:1369-1372. [PMID: 32636975 PMCID: PMC7327126 DOI: 10.1016/j.radcr.2020.06.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 06/01/2020] [Accepted: 06/02/2020] [Indexed: 11/29/2022] Open
Abstract
We present a case of reversible extensive ischemic injury seen on fetal-brain MRI in a fetus following laser coagulation performed for treatment of severe twin-twin transfusion syndrome twin-twin transfusion syndrome. A 32-year-old pregnant mother presented with twin-twin transfusion syndrome. Following fetoscopic laser coagulation, intrauterine fetal death of the donor fetus was diagnosed. On fetal-brain MRI, multiple areas of restricted diffusion were noted, consistent with acute infarctions. Nevertheless, follow-up MRI showed only subtle parenchymal injury, also confirmed on postnatal brain MRI. Our case illustrates that ischemic injury, as depicted on diffusion-weighted imaging, might be reversible, possibly with reperfusion before irreversible insult follows. Two to 3 weeks follow-up fetal MRI might provide additional information on the extent of irreversible injury in cases of restricted diffusion seen on initial fetal-brain MRI and might assist in parental counseling regarding long-term sequela.
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Affiliation(s)
- Shai Shrot
- Section of Neuroradiology, Department of Diagnostic Imaging, Sheba Medical Center, Ramat-Gan, Israel, 2 Sheba Rd, Ramat-Gan 52621, Israel.,Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Chen Hoffmann
- Section of Neuroradiology, Department of Diagnostic Imaging, Sheba Medical Center, Ramat-Gan, Israel, 2 Sheba Rd, Ramat-Gan 52621, Israel.,Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Eldad Katorza
- Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel.,Department of Obstetrics and Gynecology, Sheba Medical Center, Ramat-Gan, Israel
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Wang Q, Huang B, Shen G, Zeng Y, Chen Z, Lu C, Lerner A, Gao B. Blood-Brain Barrier Disruption as a Potential Target for Therapy in Posterior Reversible Encephalopathy Syndrome: Evidence From Multimodal MRI in Rats. Front Neurol 2019; 10:1211. [PMID: 31849806 PMCID: PMC6901929 DOI: 10.3389/fneur.2019.01211] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 10/30/2019] [Indexed: 12/16/2022] Open
Abstract
Background: To explore blood-brain barrier disruption in hypertensive posterior reversible encephalopathy syndrome. Methods: The hypertension rat models were successfully established and scanned on 7T micro-MRI. MRI parameter maps including apparent diffusion coefficient, T1 value, and perfusion metrics such as cerebral blood volume, cerebral blood flow, mean transit time and time to peak maps, were calculated. Results: The ADC values of the experimental group were higher than those of the control group both in cortical (P < 0.01) and subcortical (P < 0.05) regions. Voxel-wise analysis of ADC maps localized vasogenic edema primarily to the posterior portion of the brain. The increase in cerebral blood volume and cerebral blood flow values were found in the cortical and subcortical regions of rats with acute hypertension. No correlation was found between perfusion metrics and mean arterial pressure. The Evans blue dye content was higher in the posterior brain region than the anterior one (P < 0.05). Conclusions: Cerebral vasogenic edema resulting from acute hypertension supports the hypothesis of posterior reversible encephalopathy syndrome as the result of blood-brain barrier disruption, which maybe the potential therapeutic target for intervention.
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Affiliation(s)
- Quanlai Wang
- Department of Imaging, Zhoukou Central Hospital, Zhoukou, China
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Bin Huang
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Guiquan Shen
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Yu Zeng
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Zheng Chen
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Chunqiang Lu
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Southeast University, Nanjing, China
| | - Alexander Lerner
- Division of Neuroradiology, Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Bo Gao
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
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Deng W, Teng J, Liebeskind D, Miao W, Du R. Predictors of Infarct Growth Measured by Apparent Diffusion Coefficient Quantification in Patients with Acute Ischemic Stroke. World Neurosurg 2019; 123:e797-e802. [DOI: 10.1016/j.wneu.2018.12.051] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 12/12/2018] [Accepted: 12/13/2018] [Indexed: 11/25/2022]
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Copen WA, Yoo AJ, Rost NS, Morais LT, Schaefer PW, González RG, Wu O. In patients with suspected acute stroke, CT perfusion-based cerebral blood flow maps cannot substitute for DWI in measuring the ischemic core. PLoS One 2017; 12:e0188891. [PMID: 29190675 PMCID: PMC5708772 DOI: 10.1371/journal.pone.0188891] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Accepted: 09/25/2017] [Indexed: 12/02/2022] Open
Abstract
Background Neuroimaging may guide acute stroke treatment by measuring the volume of brain tissue in the irreversibly injured “ischemic core.” The most widely accepted core volume measurement technique is diffusion-weighted MRI (DWI). However, some claim that measuring regional cerebral blood flow (CBF) with CT perfusion imaging (CTP), and labeling tissue below some threshold as the core, provides equivalent estimates. We tested whether any threshold allows reliable substitution of CBF for DWI. Methods 58 patients with suspected stroke underwent DWI and CTP within six hours of symptom onset. A neuroradiologist outlined DWI lesions. In CBF maps, core pixels were defined by thresholds ranging from 0%-100% of normal, in 1% increments. Replicating prior studies, we used receiver operating characteristic (ROC) curves to select thresholds that optimized sensitivity and specificity in predicting DWI-positive pixels, first using only pixels on the side of the brain where infarction was clinically suspected (“unilateral” method), then including both sides (“bilateral”). We quantified each method and threshold’s accuracy in estimating DWI volumes, using sums of squared errors (SSE). For the 23 patients with follow-up studies, we assessed whether CBF-derived volumes inaccurately exceeded follow-up infarct volumes. Results The areas under the ROC curves were 0.89 (unilateral) and 0.90 (bilateral). Various metrics selected optimum CBF thresholds ranging from 29%-32%, with sensitivities of 0.79–0.81, and specificities of 0.83–0.85. However, for the unilateral and bilateral methods respectively, volume estimates derived from all CBF thresholds above 28% and 22% were less accurate than disregarding imaging and presuming every patient’s core volume to be zero. The unilateral method with a 30% threshold, which recent clinical trials have employed, produced a mean core overestimation of 65 mL (range: –82–191), and exceeded follow-up volumes for 83% of patients, by up to 191 mL. Conclusion CTP-derived CBF maps cannot substitute for DWI in measuring the ischemic core.
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Affiliation(s)
- William A. Copen
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
| | - Albert J. Yoo
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Division of Neurointervention, Texas Stroke Institute, Fort Worth, Texas, United States of America
| | - Natalia S. Rost
- Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Lívia T. Morais
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Pamela W. Schaefer
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - R. Gilberto González
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ona Wu
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
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von Kummer R, Dzialowski I. Imaging of cerebral ischemic edema and neuronal death. Neuroradiology 2017; 59:545-553. [PMID: 28540400 DOI: 10.1007/s00234-017-1847-6] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 05/03/2017] [Indexed: 10/19/2022]
Abstract
PURPOSE In acute cerebral ischemia, the assessment of irreversible injury is crucial for treatment decisions and the patient's prognosis. There is still uncertainty how imaging can safely differentiate reversible from irreversible ischemic brain tissue in the acute phase of stroke. METHODS We have searched PubMed and Google Scholar for experimental and clinical papers describing the pathology and pathophysiology of cerebral ischemia under controlled conditions. RESULTS Within the first 6 h of stroke onset, ischemic cell injury is subtle and hard to recognize under the microscope. Functional impairment is obvious, but can be induced by ischemic blood flow allowing recovery with flow restoration. The critical cerebral blood flow (CBF) threshold for irreversible injury is ~15 ml/100 g × min. Below this threshold, ischemic brain tissue takes up water in case of any residual capillary flow (ionic edema). Because tissue water content is linearly related to X-ray attenuation, computed tomography (CT) can detect and measure ionic edema and, thus, determine ischemic brain infarction. In contrast, diffusion-weighted magnetic resonance imaging (DWI) detects cytotoxic edema that develops at higher thresholds of ischemic CBF and is thus highly sensitive for milder levels of brain ischemia, but not specific for irreversible brain tissue injury. CONCLUSION CT and MRI are complimentary in the detection of ischemic stroke pathology and are valuable for treatment decisions.
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Affiliation(s)
- Rüdiger von Kummer
- Institut für Diagnostische und Interventionelle Neuroradiologie, Universitätsklinikum Carl Gustav Carus, Fetscherstr. 74, 01307, Dresden, Germany.
| | - Imanuel Dzialowski
- Elblandklinikum Meißen, Neurologische Rehabilitationsklinik Großenhain, Nassauweg 7, 01662, Meißen, Germany
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von Kummer R, Dzialowski I, Gerber J. Therapeutic efficacy of brain imaging in acute ischemic stroke patients. J Neuroradiol 2015; 42:47-54. [DOI: 10.1016/j.neurad.2014.10.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Accepted: 10/10/2014] [Indexed: 10/24/2022]
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Yang Y, Gao L, Fu J, Zhang J, Li Y, Yin B, Chen W, Geng D. Apparent diffusion coefficient evaluation for secondary changes in the cerebellum of rats after middle cerebral artery occlusion. Neural Regen Res 2013; 8:2942-50. [PMID: 25206615 PMCID: PMC4146177 DOI: 10.3969/j.issn.1673-5374.2013.31.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2013] [Accepted: 10/05/2013] [Indexed: 11/18/2022] Open
Abstract
Supratentorial cerebral infarction can cause functional inhibition of remote regions such as the cerebellum, which may be relevant to diaschisis. This phenomenon is often analyzed using positron emission tomography and single photon emission CT. However, these methods are expensive and radioactive. Thus, the present study quantified the changes of infarction core and remote regions after unilateral middle cerebral artery occlusion using apparent diffusion coefficient values. Diffusion-weighted imaging showed that the area of infarction core gradually increased to involve the cerebral cortex with increasing infarction time. Diffusion weighted imaging signals were initially increased and then stabilized by 24 hours. With increasing infarction time, the apparent diffusion coefficient value in the infarction core and remote bilateral cerebellum both gradually decreased, and then slightly increased 3–24 hours after infarction. Apparent diffusion coefficient values at remote regions (cerebellum) varied along with the change of supratentorial infarction core, suggesting that the phenomenon of diaschisis existed at the remote regions. Thus, apparent diffusion coefficient values and diffusion weighted imaging can be used to detect early diaschisis.
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Affiliation(s)
- Yunjun Yang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Lingyun Gao
- Department of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Jun Fu
- Department of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Jun Zhang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Yuxin Li
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Bo Yin
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Weijian Chen
- Department of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, Zhejiang Province, China
| | - Daoying Geng
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China
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Purushotham A, Campbell BCV, Straka M, Mlynash M, Olivot JM, Bammer R, Kemp SM, Albers GW, Lansberg MG. Apparent diffusion coefficient threshold for delineation of ischemic core. Int J Stroke 2013; 10:348-53. [PMID: 23802548 DOI: 10.1111/ijs.12068] [Citation(s) in RCA: 161] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2012] [Accepted: 10/22/2012] [Indexed: 01/31/2023]
Abstract
BACKGROUND MRI-based selection of patients for acute stroke interventions requires rapid accurate estimation of the infarct core on diffusion-weighted MRI. Typically used manual methods to delineate restricted diffusion lesions are subjective and time consuming. These limitations would be overcome by a fully automated method that can rapidly and objectively delineate the ischemic core. An automated method would require predefined criteria to identify the ischemic core. AIM The aim of this study is to determine apparent diffusion coefficient-based criteria that can be implemented in a fully automated software solution for identification of the ischemic core. METHODS Imaging data from patients enrolled in the Diffusion and Perfusion Imaging Evaluation for Understanding Stroke Evolution (DEFUSE) study who had early revascularization following intravenous thrombolysis were included. The patients' baseline restricted diffusion and 30-day T2 -weighted fluid-attenuated inversion recovery lesions were manually delineated after coregistration. Parts of the restricted diffusion lesion that corresponded with 30-day infarct were considered ischemic core, whereas parts that corresponded with normal brain parenchyma at 30 days were considered noncore. The optimal apparent diffusion coefficient threshold to discriminate core from noncore voxels was determined by voxel-based receiver operating characteristics analysis using the Youden index. RESULTS 51,045 diffusion positive voxels from 14 patients who met eligibility criteria were analyzed. The mean DWI lesion volume was 24 (± 23) ml. Of this, 18 (± 22) ml was ischemic core and 3 (± 5) ml was noncore. The remainder corresponded to preexisting gliosis, cerebrospinal fluid, or was lost to postinfarct atrophy. The apparent diffusion coefficient of core was lower than that of noncore voxels (P < 0.0001). The optimal threshold for identification of ischemic core was an apparent diffusion coefficient ≤ 620 × 10(-6) mm(2) /s (sensitivity 69% and specificity 78%). CONCLUSIONS Our data suggest that the ischemic core can be identified with an absolute apparent diffusion coefficient threshold. This threshold can be implemented in image analysis software for fully automated segmentation of the ischemic core.
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Affiliation(s)
- Archana Purushotham
- Department of Neurology and Neurological Sciences, the Stanford Stroke Center, Stanford University Medical Center, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, National Center for Biological Sciences, Bangalore, India
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Pulli B, Schaefer PW, Hakimelahi R, Chaudhry ZA, Lev MH, Hirsch JA, González RG, Yoo AJ. Acute ischemic stroke: infarct core estimation on CT angiography source images depends on CT angiography protocol. Radiology 2011; 262:593-604. [PMID: 22187626 DOI: 10.1148/radiol.11110896] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To test whether the relationship between acute ischemic infarct size on concurrent computed tomographic (CT) angiography source images and diffusion-weighted (DW) magnetic resonance images is dependent on the parameters of CT angiography acquisition protocols. MATERIALS AND METHODS This retrospective study had institutional review board approval, and all records were HIPAA compliant. Data in 100 patients with anterior-circulation acute ischemic stroke and large vessel occlusion who underwent concurrent CT angiography and DW imaging within 9 hours of symptom onset were analyzed. Measured areas of hyperintensity at acute DW imaging were used as the standard of reference for infarct size. Information regarding lesion volumes and CT angiography protocol parameters was collected for each patient. For analysis, patients were divided into two groups on the basis of CT angiography protocol differences (patients in group 1 were imaged with the older, slower protocol). Intermethod agreement for infarct size was evaluated by using the Wilcoxon signed rank test, as well as by using Spearman correlation and Bland-Altman analysis. Multivariate analysis was performed to identify predictors of marked (≥20%) overestimation of infarct size on CT angiography source images. RESULTS In group 1 (n=35), median hypoattenuation volumes on CT angiography source images were slightly underestimated compared with DW imaging hyperintensity volumes (33.0 vs 41.6 mL, P=.01; ratio=0.83), with high correlation (ρ=0.91). In group 2 (n=65), median volume on CT angiography source images was much larger than that on DW images (94.8 vs 17.8 mL, P<.0001; ratio=3.5), with poor correlation (ρ=0.49). This overestimation on CT angiography source images would have inappropriately excluded from reperfusion therapy 44.4% or 90.3% of patients eligible according to DW imaging criteria on the basis of a 100-mL absolute threshold or a 20% or greater mismatch threshold, respectively. Atrial fibrillation and shorter time from contrast material injection to image acquisition were independent predictors of marked (≥20%) infarct size overestimation on CT angiography source images. CONCLUSION CT angiography protocol changes designed to speed imaging and optimize arterial opacification are associated with significant overestimation of infarct size on CT angiography source images.
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Affiliation(s)
- Benjamin Pulli
- Division of Neuroradiology and Interventional Neuroradiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, Gray 241, Boston, MA 02114, USA
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Abstract
Original experimental studies in nonhuman primate models of focal ischemia showed flow-related changes in evoked potentials that suggested a circumferential zone of low regional cerebral blood flow with normal K(+) homeostasis, around a core of permanent injury in the striatum or the cortex. This became the basis for the definition of the ischemic penumbra. Imaging techniques of the time suggested a homogeneous core of injury, while positing a surrounding 'penumbral' region that could be salvaged. However, both molecular studies and observations of vascular integrity indicate a more complex and dynamic situation in the ischemic core that also changes with time. The microvascular, cellular, and molecular events in the acute setting are compatible with heterogeneity of the injury within the injury center, which at early time points can be described as multiple 'mini-cores' associated with multiple 'mini-penumbras'. These observations suggest the progression of injury from many small foci to a homogeneous defect over time after the onset of ischemia. Recent observations with updated imaging techniques and data processing support these dynamic changes within the core and the penumbra in humans following focal ischemia.
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Affiliation(s)
- Gregory J del Zoppo
- Department of Medicine (Division of Hematology), University of Washington School of Medicine, Seattle, Washington 98104, USA.
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Srour JM, Shin W, Shah S, Sen A, Carroll TJ. SCALE-PWI: A pulse sequence for absolute quantitative cerebral perfusion imaging. J Cereb Blood Flow Metab 2011; 31:1272-82. [PMID: 21157469 PMCID: PMC3099632 DOI: 10.1038/jcbfm.2010.215] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The Bookend technique is a magnetic resonance imaging (MRI) dynamic susceptibility contrast method that provides reliable quantitative measurement of cerebral blood flow (CBF) and cerebral blood volume (CBV). The quantification is patient specific, is derived from a steady-state measurement of CBV, and is obtained from T(1) changes in the white matter and the blood pool after contrast agent injection. In the current implementation, the Bookend technique consists of three scanning steps requiring a cumulative scan time of 3 minutes 47 seconds, a well-trained technologist, and extra time for offline image reconstruction. We present an automation and acceleration of the multiscan Bookend protocol through a self-calibrating pulse sequence, namely Self-Calibrated Epi Perfusion-Weighted Imaging (SCALE-PWI). The SCALE-PWI is a single-shot echo-planar imaging pulse sequence with three modules and a total scan time of under 2 minutes. It provides the possibility of performing online, quantitative perfusion image reconstruction, which reduces the latency to obtain quantitative maps. A validation study in healthy volunteers (N=19) showed excellent agreement between SCALE-PWI and the conventional Bookend protocol (P>0.05 with Student's t-test, r=0.95/slope=0.98 for quantitative CBF, and r=0.91/slope=0.94 for quantitative CBV). A single MRI pulse sequence for absolute quantification of cerebral perfusion has been developed.
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Affiliation(s)
- Jessy Mouannes Srour
- Department of Biomedical Engineering, Northwestern University, 737 North Michigan Avenue, Chicago, IL 60611, USA
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An H, Ford AL, Vo K, Powers WJ, Lee JM, Lin W. Signal evolution and infarction risk for apparent diffusion coefficient lesions in acute ischemic stroke are both time- and perfusion-dependent. Stroke 2011; 42:1276-81. [PMID: 21454821 PMCID: PMC3384724 DOI: 10.1161/strokeaha.110.610501] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2010] [Accepted: 12/28/2010] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE This study aimed to examine the temporal relationship between tissue perfusion and apparent diffusion coefficient (ADC) changes within 6 hours of ischemic stroke onset and how different reperfusion patterns may affect tissue outcome in ADC lesions. METHODS Thirty-one participants were sequentially imaged at 3 hours, 6 hours, and 1 month post-stroke. Three regions of interest (ROIs) were defined within initial ADC lesions: ROI (1)reperf_3hour hyperacute reperfusion (within 3 hours), ROI (2)reperf_6hour acute reperfusion (3 to 6 hours), and ROI (3)nonreperf no reperfusion (by 6 hours). For each ROI, changes in ADC (ΔADC) from 3 to 6 hours and risks of infarction were examined. RESULTS The magnitude of initial ADC reduction was similar in all 3 ROIs (P=0.51). ΔADC was strongly associated with reperfusion (P<0.0001) but not with initial ADC reduction (P=0.83). ΔADC in ROI (1)reperf_3hour and ROI (2)reperf_6hour was significantly larger than that of ROI (3)nonreperf (P<0.05). Positive ΔADC was obtained from 3 to 6 hours in ROI (1)reperf_3hour that had restored perfusion before 3 hours, demonstrating a temporal delay between reperfusion and ADC changes. Risks of infarction were significantly higher in ROI (3)nonreperf than those in ROI (1)reperf_3hour and ROI (2)reperf_6hour. CONCLUSIONS Improvement in ADC did not occur coincidently with reperfusion but showed a temporal delay. Regions with similar initial ADC reductions at 3 hours had different evolution of ADC and infarction risks depending on when or if tissue reperfused. These findings provide a physiological basis for the observation that a single ADC measurement at a fixed time after stroke onset may not accurately predict tissue outcome.
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Affiliation(s)
- Hongyu An
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill
| | - Andria L. Ford
- Department of Neurology, Washington University, School of Medicine
| | - Katie Vo
- Department of Radiology, Washington University, School of Medicine
| | - William J. Powers
- Department of Neurology, University of North Carolina at Chapel Hill
| | - Jin-Moo Lee
- Department of Neurology, Washington University, School of Medicine
| | - Weili Lin
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill
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Seo HS, Na DG, Kim JH, Kim KW, Son KR. Correlation between CT and diffusion-weighted imaging of acute cerebral ischemia in a rat model. AJNR Am J Neuroradiol 2011; 32:728-33. [PMID: 21330394 DOI: 10.3174/ajnr.a2362] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE The quantitative temporal relationship between changes in CT attenuation, ADC value, and DWI signal intensity of acute ischemic tissue has not yet been determined in an animal model. This study was performed to determine the temporal relationship between CT attenuation, ADC value, and DWI signal intensity in acute cerebral ischemia. MATERIALS AND METHODS CT and DWI were performed at 1, 3, 5, 7, and 9 hours after left MCA occlusion in 11 rats. Mean values for CT attenuation, ADC, and DWI signal intensity were determined for the ischemic hemisphere and contralateral normal hemisphere. Temporal changes in each mean value and the relationship between CT attenuation and ADC value and DWI signal intensity were evaluated. RESULTS The decrease of CT attenuation and the increase of DWI signal intensity occurred gradually after MCA occlusion, while ADC value decreased rapidly at 1 hour. Although correlation was significant between time and rCT or rDWI (P<.01, respectively), no correlation between time and rADC was found (P=.33). There was a significant linear correlation between rCT and rDWI (r=0.497, P<.01), but no significant correlation between rCT and rADC (P=.509) was found. CONCLUSIONS The temporal change in CT attenuation was different from that in ADC value with no significant linear correlation between CT attenuation and ADC value for acute cerebral ischemia. However, rCT and rDWI showed a modest correlation.
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Affiliation(s)
- H S Seo
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
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Abstract
Diffusion and perfusion MR imaging have proven to be highly useful in the clinical description and understanding of acute and hyperacute ischemic stroke. In this article, the authors give a brief overview of the basic concepts of diffusion and perfusion imaging and describe some of the current developments, applications, challenges, and limitations of these techniques as applied to cerebral ischemia.
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Yushmanov VE, Kharlamov A, Yanovski B, LaVerde G, Boada FE, Jones SC. Inhomogeneous sodium accumulation in the ischemic core in rat focal cerebral ischemia by 23Na MRI. J Magn Reson Imaging 2009; 30:18-24. [PMID: 19557842 PMCID: PMC2735352 DOI: 10.1002/jmri.21816] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
PURPOSE To test the hypotheses that (i) the regional heterogeneity of brain sodium concentration ([Na(+)](br)) provides a parameter for ischemic progression not available from apparent diffusion coefficient (ADC) data, and (ii) [Na(+)](br) increases more in ischemic cortex than in the caudate putamen (CP) with its lesser collateral circulation after middle cerebral artery occlusion in the rat. MATERIALS AND METHODS (23)Na twisted projection MRI was performed at 3 Tesla. [Na(+)](br) was independently determined by flame photometry. The ischemic core was localized by ADC, by microtubule-associated protein-2 immunohistochemistry, and by changes in surface reflectivity. RESULTS Within the ischemic core, the ADC ratio relative to the contralateral tissue was homogeneous (0.63 +/- 0.07), whereas the rate of [Na(+)](br) increase (slope) was heterogeneous (P < 0.005): 22 +/- 4%/h in the sites of maximum slope versus 14 +/- 1%/h elsewhere (here 100% is [Na(+)](br) in the contralateral brain). Maximum slopes in the cortex were higher than in CP (P < 0.05). In the ischemic regions, there was no slope/ADC correlation between animals and within the same brain (P > 0.1). Maximum slope was located at the periphery of ischemic core in 8/10 animals. CONCLUSION Unlike ADC, (23)Na MRI detected within-core ischemic lesion heterogeneity.
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Affiliation(s)
- Victor E Yushmanov
- Department of Anesthesiology, Allegheny-Singer Research Institute, Pittsburgh, Pennsylvania 15212-4772, USA.
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Dzialowski I, Puetz V, von Kummer R. [Computed tomography in acute ischemic stroke. Current developments compared with stroke MRI]. DER NERVENARZT 2009; 80:137-146. [PMID: 19139839 DOI: 10.1007/s00115-008-2594-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Modern multimodal acute stroke computed tomography (CT) includes noncontrast cranial CT (NCT), CT angiography (CTA), and CT perfusion imaging (CTP). Compared to stroke MRI, NCT is faster and easier. Multimodal CT can determine acute stroke etiology: Is arterial occlusion or intracerebal hemorrhage present? How extensive are the perfusion disturbance and infarct core, respectively? The information from NCT is sufficient for making acute stroke thrombolysis decisions within 4.5 h from symptom onset. The therapeutic effect of CTA and CTP--as well as acute stroke MRI--on improved functional outcome has still not been established.
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Affiliation(s)
- I Dzialowski
- Klinik für Neurologie, Technische Universität Dresden, Universitätsklinikum Carl-Gustav-Carus, Fetscherstrasse 74, 01307, Dresden, Deutschland
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Bristow MS, Poulin BW, Simon JE, Hill MD, Kosior JC, Coutts SB, Frayne R, Mitchell JR, Demchuk AM. Identifying lesion growth with MR imaging in acute ischemic stroke. J Magn Reson Imaging 2008; 28:837-46. [DOI: 10.1002/jmri.21507] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Abstract
PURPOSE OF REVIEW MRI is increasingly used as the primary imaging modality in acute stroke, since it allows treatment based on individual pathophysiology rather than strict time windows. RECENT FINDINGS PET studies have confirmed that regions with disturbed diffusion frequently indicate irreversible tissue damage, although they may in part be viable. The mismatch between a larger perfusion deficit and a smaller diffusion abnormality contains both critically hypoperfused regions as well as oligemic regions. Although mismatch is thus not perfect, recent prospective trials have convincingly shown that mismatch patients treated with revascularization therapies benefit from reperfusion, while patients without mismatch do not. This is particularly important for patients presenting beyond the first three hours. In addition, several studies have investigated MRI as a tool to assess the risk of thrombolytic treatment. Parameters reflecting severe ischemia, blood-brain barrier damage and preexisting small-vessel disease emerge as risk factors for intracerebral hemorrhage, while microbleeds are not clearly associated with an increased risk. SUMMARY Based on data from prospective trials, the mismatch concept is an acceptable method to identify patients who benefit from recanalization therapies. The concept, however, still needs to be further improved and standard definitions are required before widespread use can be recommended.
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Dzialowski I, Klotz E, Goericke S, Doerfler A, Forsting M, von Kummer R. Ischemic Brain Tissue Water Content: CT Monitoring during Middle Cerebral Artery Occlusion and Reperfusion in Rats1. Radiology 2007; 243:720-6. [PMID: 17400758 DOI: 10.1148/radiol.2432060137] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To prospectively perform computed tomography (CT) in rats to determine whether ischemic edema can be reversed by using early arterial reperfusion. MATERIALS AND METHODS This study was approved by the local animal protection committee. A suture model was used to occlude the right middle cerebral artery (MCA) in rats for 1, 2, 3, or 4 hours. X-ray attenuation of the brain was measured directly before reperfusion and repeatedly during reperfusion for up to 24 hours. Infarct volumes were determined with triphenyltetrazolium chloride staining. Means of attenuation and infarct volume were compared between hemispheres and groups with a paired t test and analysis of variance. Mixed linear models were applied to compare attenuation among groups over time. RESULTS During MCA occlusion, attenuation decreased to 69.3 HU +/- 1.9 (standard deviation) after 1 hour (n=12), 66.6 HU +/- 2.0 after 2 hours (n=10), 65.4 HU +/- 2.9 after 3 hours (n=11), and 64.1 HU +/- 1.8 after 4 hours (n=9) (P<.0001). After reperfusion, attenuation remained stable in the 1-hour occlusion group (P=.16) but further and steadily declined in the 2-, 3-, and 4-hour occlusion groups (P<.001). Attenuation during reperfusion in the 1-hour occlusion group differed significantly from that in the 2-, 3-, and 4-hour occlusion groups. CONCLUSION CT is able to help monitor ischemic edema after MCA occlusion and reperfusion. Ischemic brain edema was not consistently reversible with reperfusion, even after 1 hour of occlusion, and further increased with reperfusion induced at 2 hours or later.
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Affiliation(s)
- Imanuel Dzialowski
- Department of Neuroradiology, Universitaetsklinikum Carl Gustav Carus, University of Dresden, Fetscherstrasse 74, D-01307 Dresden, Germany.
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Abstract
Imaging continues to have a huge impact on the understanding of the ischemic penumbra and the management of acute stroke. Determinants of penumbral tissue fate, such as age, hyperglycemia, hematocrit, and oxygen concentration, are increasingly being recognized using neuroimaging. The significance of the penumbra in the white matter and in posterior circulation stroke is also becoming clearer. Neuroimaging is also making invaluable contributions to clinical decision making in acute stroke, especially in relation to reperfusion therapies in the 3- to 6-hour time window. Despite ongoing questions over the choice of parameters to identify the penumbra and their respective clinical usefulness, imaging is gaining widespread use in acute stroke management. However, definitive evidence of its benefit is still lacking. This review explores the recent progress and controversies relating to imaging of the penumbra.
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30
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Abstract
Thrombolytic therapy has led to a higher proportion of patients presenting to hospital early, and this, with parallel developments in imaging technology, has greatly improved the understanding of acute stroke pathophysiology. Additionally, MRI, including diffusion-weighted imaging (DWI) and gradient echo, or T2*, imaging is important in understanding basic structural information--such as distinguishing acute ischaemia from haemorrhage. It has also greatly increased sensitivity in the diagnosis of acute cerebral ischaemia. The pathophysiology of the ischaemic penumbra can now be assessed with CT or MRI-based perfusion imaging techniques, which are widely available and clinically applicable. Pathophysiological information from CT or MRI increasingly helps clinical trial design, may allow targeted therapy in individual patients, and may extend the time scale for reperfusion therapy.
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Affiliation(s)
- Keith W Muir
- Division of Clinical Neurosciences, University of Glasgow, Institute of Neurological Sciences, Southern General Hospital, Glasgow
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31
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Duhamel G, Schlaug G, Alsop DC. Measurement of arterial input functions for dynamic susceptibility contrast magnetic resonance imaging using echoplanar images: comparison of physical simulations with in vivo results. Magn Reson Med 2006; 55:514-23. [PMID: 16463343 DOI: 10.1002/mrm.20802] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Measurement of the arterial input bolus shape is essential to the quantification of mean transit time and blood flow with dynamic susceptibility contrast (DSC) MRI. Input functions derived from the echoplanar signal intensity within or near arteries are highly nonlinear, yet such input functions are widely used. We employed a physical model for the echoplanar signal intensity from an artery as a function of contrast agent concentration, artery size, and angle to the magnetic field to test approaches for the measurement of the arterial input function. The simulated results confirmed the strong nonlinearity of signal in the neighborhood of vessels. Of the input function measurement methods considered, the simulations suggested that measurement of signal near but not within a large vessel is most accurate, but mean transit times (MTT) calculated with these input functions are highly sensitive to peak bolus concentration. Input functions determined from voxels demonstrating the shortest first moment overestimated the MTT but the measured MTTs were more robust to changes in peak concentration. Characteristics of the measured in vivo input functions were consistent with the simulations. Our results emphasize the important contribution of input function errors to the uncertainty in MTT and blood flow imaging with DSC MRI.
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Affiliation(s)
- Guillaume Duhamel
- Department of Radiology, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Massachusetts 02215, USA
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32
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Guadagno JV, Jones PS, Fryer TD, Barret O, Aigbirhio FI, Carpenter TA, Price CJ, Gillard JH, Warburton EA, Baron JC. Local relationships between restricted water diffusion and oxygen consumption in the ischemic human brain. Stroke 2006; 37:1741-8. [PMID: 16763173 DOI: 10.1161/01.str.0000232437.00621.86] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2006] [Accepted: 04/21/2006] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE MR is widely used to depict still ischemic but viable tissue in acute stroke. However, the relationship between the apparent diffusion coefficient (ADC) and energy failure from reduced oxygen supply are unknown in man. METHODS Acute carotid-territory stroke patients were studied prospectively with both diffusion tensor-imaging and back-to-back steady-state 15O-PET. Substantial numbers of voxels with oxygen extraction fraction >0.70 (ie, significant ongoing hypoxia) were identified in 3 patients (imaged at 7, 16 and 21 hours after stroke onset). In this voxel population, the quantitative relationships between the ADC and cerebral metabolic rate of oxygen (CMRO2), and ADC and cerebral blood flow (CBF), were assessed. RESULTS The ADC remained essentially unchanged until CBF reached values approximately 20 mls/100g per min, beyond which it declined linearly. In contrast, except when severely reduced, the ADC was a poorer predictor of CMRO2. For both CBF and CMRO2, however, the relationship with ADC became steeper with longer times since onset, ie, the same ADC reflected lower perfusion and CMRO2 with elapsed time. CONCLUSIONS Despite the small sample and late times from stroke onset, the findings indicate that the degree of restricted water diffusion reliably reflects the severity of oxygen deprivation below the penumbral threshold but is less strongly related to metabolic disruption, which may explain why the ADC does not reliably predict tissue outcome. However, the same degree of diffusion restriction may correspond to greater severity of tissue disruption with elapsing time, which has relevance for stroke therapy. Time elapsed since stroke onset should be taken into account when interpreting ADC declines and in voxel-based infarct prediction models.
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33
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Cheng Y, Liu GR, Guan JT, Guo YL, Li YK, Wu RH. Early diffusion weighted imaging and expression of heat shock protein 70 in newborn pigs with hypoxic ischaemic encephalopathy. Postgrad Med J 2006; 81:589-93. [PMID: 16143690 PMCID: PMC1743356 DOI: 10.1136/pgmj.2004.030114] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To establish a cerebral hypoxia ischaemic model in piglets and to explore the early diffusion weighted imaging (DWI) as well as the expression of heat shock protein 70 (HSP70) with hypoxic ischaemic encephalopathy (HIE). METHODS Twenty four 3 day old piglets were permanently ligated common carotid arteries bilaterally and ventilated with 3% oxygen for 30 minutes, and their brains were examined at three hours, six hours, and 24 hours after hypoxic ischaemia with T2 weighted images and diffusion weighted images. Apparent diffusion coefficient (ADC) values were measured and HSP70 expression was detected in the central and peripheral regions of lesions. RESULTS Abnormal signal intensity was detected on DWI and ADC maps in three hypoxic ischaemic groups. ADC values in the central lesions rapidly decreased, whereas ADC values in the peripheral regions reduced prominently at 24 hours after hypoxic ischaemia. There were significant differences (p<0.01) between ADC values of the central regions and the peripheral regions of lesions. The number of HSP70 positive cells was low at three hours, raised at the highest peak at six hours, and then rapidly decreased. There was statistical difference between HSP70 positive cells in the central regions and those in peripheral regions (p<0.01). CONCLUSION DWI may identify more early lesions, and improve conspicuity in the acute setting. ADC values can be used as an objective measure for hypoxic ischaemic injury. Tissue reversibility can be further reflected according to the information of ADC values and HSP70 immunohistochemical staining.
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Affiliation(s)
- Y Cheng
- Department of Radiology, the Second Affiliated Hospital, Medical College of Shantou University, Shantou 515041, China.
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34
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The application of diffusion- and perfusion-weighted magnetic resonance imaging in the diagnosis and therapy of acute cerebral infarction. Int J Biomed Imaging 2006; 2006:20164. [PMID: 23165020 PMCID: PMC2324038 DOI: 10.1155/ijbi/2006/20164] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2006] [Revised: 07/02/2006] [Accepted: 07/18/2006] [Indexed: 12/03/2022] Open
Abstract
Diffusion- and perfusion-weighted magnetic resonance imaging (DWI and PWI) was applied for stroke
diagnose in 120 acute (< 48 h) ischemic stroke patients. At hyperacute (< 6 h) stage, it is
difficult to find out the infarction zone in conventional T1 or T2 image, but it is easy in DWI,
apparent diffusion coefficient (ADC) map; when at 3–6-hour stage it is also easy in PWI,
cerebral blood flow (CBF) map, cerebral blood volume (CBV) map, and mean transit time (MTT) map;
at acute (6–48 h) stage, DWI or PWI is more sensitive than conventional T1 or T2 image too.
Combining DWI with ADC, acute and chronic infarction can be distinguished. Besides,
penumbra which should be developed in meaning was used as an indication or to evaluate the
therapeutic efficacy. There were two cases (< 1.5 h) that broke the model of penumbra because abnormity was found in DWI but not that in PWI, finally they recovered without any sequela.
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35
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Loh PS, Butcher KS, Parsons MW, MacGregor L, Desmond PM, Tress BM, Davis SM. Apparent Diffusion Coefficient Thresholds Do Not Predict the Response to Acute Stroke Thrombolysis. Stroke 2005; 36:2626-31. [PMID: 16269645 DOI: 10.1161/01.str.0000189688.95557.2b] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
Apparent diffusion coefficient (ADC) thresholds for tissue infarction have been identified in acute stroke. IV tissue plasminogen activator (tPA) is associated with tissue salvage. We hypothesized that tPA would lower the ADC threshold for infarction.
Methods—
ADC and mean transit time (MTT) maps were generated for 26 patients imaged within 6 hours of stroke onset (12 tPA and 14 conservatively managed controls). MTT maps and day-90 T2-weighted images were coregistered to ADC maps. Relative ADC (rADC) values were calculated for initial diffusion-weighted imaging (DWI) lesions, infarct growth regions (final infarct volume−the acute DWI lesion volume), and hypoperfused salvaged regions (HS; MTT map abnormality−the final infarct volume). When relevant, the DWI lesion was subdivided into DWI reversal and DWI infarct regions.
Results—
Mean DWI lesion rADC was 0.79 in tPA and 0.74 in untreated patients (
P
=0.097). Mean rADC in HS and infarct growth regions were similar in tPA patients (0.950 and 0.946) and untreated patients (0.957,
P
=0.76; 0.970,
P
=0.08, respectively). The rADC in HS tissue was directly correlated with the time to treatment with tPA (
r
=0.685;
P
=0.029). DWI reversal was seen in 67% of tPA-treated patients and in 36% of those conservatively managed (Fisher exact test;
P
=0.238). In the 13 patients with DWI reversal, the mean rADC in these regions (0.81±0.07) was significantly higher than in the acute DWI region that infarcted (0.74±0.07;
P
=0.02), although no absolute thresholds could be identified.
Conclusions—
The peri-DWI lesion region contains tissue with intermediate ADC values. The fate of this tissue is variable and cannot be predicted based on the ADC alone. DWI expansion occurs in bioenergetically normal tissue, and this is attenuated by tPA in a time-dependent fashion.
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Affiliation(s)
- Poh-Sien Loh
- Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
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36
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Abstract
Since the introduction of thrombolytic therapy as the foundation of acute stroke treatment, neuroimaging has rapidly advanced to empower therapeutic decision making. Diffusion-weighted imaging is the most sensitive and accurate method for stroke detection, and, allied with perfusion-weighted imaging, provides information on the functional status of the ischemic brain. It can also help to identify a response to thrombolytic and neuroprotective therapies. Additionally, multimodal magnetic resonance imaging, including magnetic resonance angiography, offers information on stroke mechanism and pathophysiology that can guide long-term medical management. Multimodal computed tomography is a comprehensive, cost-effective, and safe stroke imaging modality that can be easily implemented in the emergency ward and that offers fast and reliable information with respect to the arterial and functional status of the ischemic brain. Accessibility, contraindications, cost, speed, and individual patient-determined features influence which is the best imaging modality to guide acute stroke management.
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37
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Sitburana O, Koroshetz WJ. Magnetic resonance imaging: implication in acute ischemic stroke management. Curr Atheroscler Rep 2005; 7:305-12. [PMID: 15975324 DOI: 10.1007/s11883-005-0023-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Multimodality magnetic resonance imaging (MRI) techniques, including diffusion-weighted imaging (DWI), perfusion-weighted imaging (PWI), fluid-attenuated inversion recovery (FLAIR), T2 susceptibility imaging, and magnetic resonance angiography (MRA), quickly provide accurate information about ischemic penumbra (DWI/PWI mismatch), tissue perfusion, and vascular localization in acute stroke setting. These techniques help physicians to select the proper candidates for thrombolysis and/or neuroprotective treatment to salvage tissue at risk (mismatch) and monitor acute stroke patients after treatment. Recent and ongoing trials demonstrate the benefit of treating acute stroke patients depending on tissue at risk of infarction rather than timing of onset. These techniques will extend timing to salvage ischemic brain tissue beyond the 3-hour window. MRI is a powerful tool for managing acute stroke patients and helps elucidate the pathophysiology of cerebral ischemia in a given patient.
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Affiliation(s)
- Oraporn Sitburana
- Department of Neurology - VBK 915, Massachusetts General Hospital, Boston, MA 02114-2622, USA
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38
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Sorimachi T, Fujii Y, Tsuchiya N, Nashimoto T, Saito M, Morita K, Ito Y, Tanaka R. Blood pressure in the artery distal to an intraarterial embolus during thrombolytic therapy for occlusion of a major artery: a predictor of cerebral infarction following good recanalization. J Neurosurg 2005; 102:870-8. [PMID: 15926712 DOI: 10.3171/jns.2005.102.5.0870] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Object. The aim in this study was the investigation of back pressure in arteries distal to the occlusion site during intraarterial thrombolysis as well as the usefulness of back pressure measurement in combination with diffusion-weighted (DW) magnetic resonance (MR) imaging to predict the occurrence of ischemic lesions following good recanalization.
Methods. Twenty-five consecutive patients with severe hemiparesis caused by embolism of the internal carotid artery (10 patients) and the proximal middle cerebral artery (15 patients) were treated using intraarterial thrombolysis. Systolic back pressure, measured through a microcatheter in the artery just distal to the emboli, ranged from 22 to 78 mm Hg. According to an angiographic inclusion criterion for good recanalization—that is, recanalization of the M2 or more distal arteries at the end of thrombolysis—21 of 25 patients underwent evaluation in this study. In 14 patients volumes of low-density areas on computerized tomography (CT) scans obtained 2 months postthrombolysis were smaller in comparison with volumes of hyperintense areas on DW MR images acquired before treatment, whereas these low-density areas were larger in seven patients. Compared with those on initial DW MR images, the volume of abnormalities on CT scans obtained 2 months posttreatment were significantly reduced in patients with a systolic back pressure greater than 30 mm Hg (16 patients) than in those with a back pressure of 30 mm Hg or less (five patients) (p < 0.05). Systolic back pressures greater than 30 mm Hg were associated with significantly better modified Rankin Scale scores than those 30 mm Hg or less (p < 0.05).
Conclusions. Back pressure measurement in combination with DW MR imaging can be used to predict the occurrence of infarction as demonstrated on CT scans following thrombolysis.
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39
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Ren H, Shen Q, Bardutzky J, Fisher M, Duong TQ. Partial-volume effect on ischemic tissue-fate delineation using quantitative perfusion and diffusion imaging on a rat stroke model. Magn Reson Med 2005; 52:1328-35. [PMID: 15562470 PMCID: PMC2949967 DOI: 10.1002/mrm.20299] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Partial-volume effects (PVE) in stroke imaging could hinder proper delineation of normal, ischemic, and at-risk tissues. Cerebral-blood-flow (CBF) and apparent diffusion coefficient (ADC) were measured at high and low resolution (HR = 128 x 128, LR = 64 x 64) in focal ischemia in rats during the acute phase. The data were evaluated for PVE on ischemic tissue classification on a pixel-by-pixel basis and the misclassified pixels were quantified as ischemia progressed. The main drawbacks of high-resolution imaging are reduced temporal resolution and/or signal-to-noise ratio. The high- versus low-resolution scatterplots and histograms of pixels along the normal-abnormal boundaries in the ADC and CBF maps showed marked ischemia-related PVE. By comparison with the homologous regions in the contralateral normal hemisphere, the effect of increased noise and intrinsic tissue heterogeneity due to high resolution could be distinguished from ischemia-related PVE. Degrading the high-resolution (128 x 128) data to a 64 x 64 or 32 x 32 matrix increased the severity of PVE. Zero-filling of low-resolution (64 x 64) data to 128 x 128 also increased PVE. It was concluded that PVE: (1) misclassified substantial pixels along the normal-abnormal boundaries, (2) overestimated abnormal volumes at the expense of mostly "at-risk" and some "normal" tissues, (3) were more severe at the early time points postischemia, and (4) confounded the interpretation of the operationally defined ischemic penumbra.
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Affiliation(s)
- Hongxia Ren
- Center for Comparative NeuroImaging, Department of Psychiatry, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Qiang Shen
- Center for Comparative NeuroImaging, Department of Psychiatry, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Juergen Bardutzky
- Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts
- Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | - Marc Fisher
- Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Timothy Q. Duong
- Center for Comparative NeuroImaging, Department of Psychiatry, University of Massachusetts Medical School, Worcester, Massachusetts
- Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts
- Correspondence to: Timothy Q. Duong, Center for Comparative NeuroImaging, Department of Psychiatry, University of Massachusetts Medical School, 55 Lake Avenue N, Worcester, MA 01655.
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40
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Alsop DC, Makovetskaya E, Kumar S, Selim M, Schlaug G. Markedly reduced apparent blood volume on bolus contrast magnetic resonance imaging as a predictor of hemorrhage after thrombolytic therapy for acute ischemic stroke. Stroke 2005; 36:746-50. [PMID: 15746457 DOI: 10.1161/01.str.0000158913.91058.93] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Accurate assessment of the risk of hemorrhage could help to improve patient selection for thrombolytic therapy and reduce hemorrhagic complications, especially for patients with longer or uncertain time after symptom onset. This study sought to define characteristics of hemodynamic magnetic resonance imaging (MRI), which best predict hemorrhage. METHODS Bolus contrast and diffusion MRI were performed before intravenous tissue plasminogen activator (tPA) therapy in 20 patients presenting with acute stroke symptoms within the first 6 hours after symptom onset. Hemorrhage was assessed on follow-up MRI (n=15) and computed tomography (n=5) scans. RESULTS Of the 20 patients studied, 5 had detectable hemorrhage on follow-up scans. Blood volume maps demonstrated virtually no signal within much of the hemorrhagic region, indicating contrast did not arrive by the end of the imaging series (80 seconds). Within the hemodynamically abnormal region, a threshold of at least 126 voxels with blood volume <5% of contralateral normal gray matter separated hemorrhagic patients from nonhemorrhagic with a sensitivity of 100% and a specificity of 73% (P<0.01). All subjects with hemorrhage were at least partially reperfused after thrombolysis, whereas most false-positives did not reperfuse (P<0.05). The number of low blood volume voxels within individual patients correlated with the number of voxels with apparent diffusion coefficient values <550x10(-6) mm2/s (P<0.019), another previously proposed predictor of hemorrhage. CONCLUSIONS Extremely low or completely absent contrast arrival may indicate tissue-at-risk for hemorrhage before tPA treatment and thus may aid in risk-benefit assessments. Occurrence of hemorrhage within at-risk areas may depend on tissue reperfusion.
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Affiliation(s)
- David C Alsop
- Department of Radiology, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Mass 02215, USA.
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41
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Hamon M, Marié RM, Clochon P, Coskun O, Constans JM, Viader F, Courthéoux P, Baron JC. Relation quantitative des modifications de la diffusion et de la perfusion au sein du parenchyme cérébral au cours de l’accident ischémique aigu. J Neuroradiol 2005; 32:118-24. [PMID: 15984403 DOI: 10.1016/s0150-9861(05)83126-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
UNLABELLED MR-based diffusion- and perfusion-weighted imaging (DWI/PWI) has become the standard imaging technique to assess the individual brain pathophysiological status in acute ischemic stroke. The finding of a "mismatch" with larger PWI than DWI abnormality is thought to reflect the presence of tissue at-risk of infarction, i.e., penumbra. However, there has been no detailed study of the quantitative relationships between perfusion and diffusion changes in stroke patients. According to the experimental concept of penumbra, the ADC would be expected to remain unchanged despite decreasing perfusion until a critical threshold is reached. We have tested this hypothesis directly in man. METHODS DWI/PWI was performed in 7 patients with MCA territory stroke within 4-10 hrs from onset. Mismatch was defined on diffusion and rMTT maps, and circular ROIs were positioned within the ADC lesion (D), the mismatch area (M), and the normal appearing cortex (N); mirror ROIs were also obtained, and affected/unaffected ratios for ADC and rCBF were computed for each ROI. RESULTS The mean (+/-1 SD) ADC ratios were 0.60 +/- 0.09, 0.95 +/- 0.10 and 1.02 +/- 0.04 in L, M and N, respectively; the corresponding rCBF ratios were 0.32 +/- 0.12, 0.75 +/- 0.14 and 0.97 +/- 0.09, respectively. The relationship was non-linear, with the rCBF but not the ADC ratio for M being significantly lower (p < 0.01) than that for N. A threshold for decline in ADC was apparent around 0.50 rCBF ratio. COMMENT These results directly document in man that the ADC declines only after hypoperfusion has reached a certain degree (about 50%), consistent with the concept of the ischaemic penumbra.
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Affiliation(s)
- M Hamon
- Service de Neuroradiologie, Avenue Cote de Nacre, CHU de Caen, 14033 Caen, France.
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42
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Hjort N, Christensen S, Sølling C, Ashkanian M, Wu O, Røhl L, Gyldensted C, Andersen G, Østergaard L. Ischemic injury detected by diffusion imaging 11 minutes after stroke. Ann Neurol 2005; 58:462-5. [PMID: 16130095 DOI: 10.1002/ana.20595] [Citation(s) in RCA: 93] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A 78-year-old woman suffered a stroke inside a magnetic resonance scanner while being imaged because of a brief transient ischemic attack 2 hours earlier. Diffusion-weighted images obtained 11 minutes after stroke showed tissue injury not found on initial images. The data show early, abrupt diffusion changes in hypoperfused tissue, adding to our understanding of the progression of microstructural abnormalities in the hyperacute phase of stroke.
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Affiliation(s)
- Niels Hjort
- Department of Neuroradiology, Center for Functionally Integrative Neuroscience, Arhus University Hospital, Arhus, Denmark.
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43
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Miller JC, Sorensen AG. Imaging biomarkers predictive of disease/therapy outcome: ischemic stroke and drug development. PROGRESS IN DRUG RESEARCH. FORTSCHRITTE DER ARZNEIMITTELFORSCHUNG. PROGRES DES RECHERCHES PHARMACEUTIQUES 2005; 62:319-56. [PMID: 16329261 DOI: 10.1007/3-7643-7426-8_9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Affiliation(s)
- Janet C Miller
- MGH-HST Center for Biomarkers in Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
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44
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Sakaie KE, Shin W, Curtin KR, McCarthy RM, Cashen TA, Carroll TJ. Method for improving the accuracy of quantitative cerebral perfusion imaging. J Magn Reson Imaging 2005; 21:512-9. [PMID: 15834910 DOI: 10.1002/jmri.20305] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
PURPOSE To improve the accuracy of dynamic susceptibility contrast (DSC) measurements of cerebral blood flow (CBF) and volume (CBV). MATERIALS AND METHODS In eight volunteers, steady-state CBV (CBV(SS)) was measured using TrueFISP readout of inversion recovery (IR) before and after injection of a bolus of contrast. A standard DSC (STD) perfusion measurement was performed by echo-planar imaging (EPI) during passage of the bolus and subsequently used to calculate the CBF (CBF(DSC)) and CBV (CBV(DSC)). The ratio of CBV(SS) to CBV(DSC) was used to calibrate measurements of CBV and CBF on a subject-by-subject basis. RESULTS Agreement of values of CBV (1.77 +/- 0.27 mL/100 g in white matter (WM), 3.65 +/- 1.04 mL/100 g in gray matter (GM)), and CBF (23.6 +/- 2.4 mL/(100 g min) in WM, 57.3 +/- 18.2 mL/(100 g min) in GM) with published gold-standard values shows improvement after calibration. An F-test comparison of the coefficients of variation of the CBV and CBF showed a significant reduction, with calibration, of the variability of CBV in WM (P < 0.001) and GM (P < 0.03), and of CBF in WM (P < 0.0001). CONCLUSION The addition of a CBV(SS) measurement to an STD measurement of cerebral perfusion improves the accuracy of CBV and CBF measurements. The method may prove useful for assessing patients suffering from acute stroke.
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Affiliation(s)
- Ken E Sakaie
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois 60611, USA
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Kucinski T, Majumder A, Knab R, Naumann D, Fiehler J, Väterlein O, Eckert B, Röther J, Zeumer H. Cerebral perfusion impairment correlates with the decrease of CT density in acute ischaemic stroke. Neuroradiology 2004; 46:716-22. [PMID: 15221155 DOI: 10.1007/s00234-004-1226-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Within the first 6 h of ischaemic stroke, changes on computed tomography (CT) scans are known as early ischaemic signs. We tested the hypothesis that the severity of perfusion impairment correlates with the degree of CT density decrease. Water uptake in ischaemic brain tissue results in a subtle decrease of CT density, and was quantified by delineation of the corresponding decrease of the apparent diffusion coefficient (ADC). Regions of decreased ADC and CT density in 29 acute-stroke patients were superimposed on the corresponding magnetic resonance perfusion images. Mean values of ADC and CT density decrease were correlated with the corresponding relative changes of cerebral blood flow (rCBF) and volume (rCBV), mean transit time (rMTT) and time-to-peak (rTTP). The decrease of CT density was 1.2 +/- 0.6 Hounsfield units and showed a linear correlation with rCBF (0.42, p < 0.01) as well as rCBV (0.62, p < 0.01), but not with the prolongation of rMTT (1.43, p = 0.78) or rTTP (1.34, p = 0.26). Therefore, the reduction of rCBF determines the severity of the early ischaemic oedema (EIOE) on CT, as well as reduction of the ADC. These findings provide a coherent view on the pathophysiology of the EIOE.
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Affiliation(s)
- Thomas Kucinski
- Department of Neuroradiology, University-Hospital Hamburg Eppendorf, Martinistrasse 52, 20251 Hamburg, Germany.
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Abstract
PURPOSE OF REVIEW Imaging the penumbra is essential, not only to identify patients who might benefit from thrombolysis, but also to further understanding of the ischaemic process, thereby potentially revealing new opportunities for therapeutic intervention. Here we review recent imaging studies of the acute stroke process. RECENT FINDINGS Perfusion-computed tomography and computed tomography angiography enable assessment of the haemodynamic status and site of occlusion, leading to their promising use in guiding thrombolysis. The magnetic resonance concept of the diffusion-perfusion 'mismatch' being representative of penumbra appears to be an oversimplification. The mapping of simple variables such as time-to-peak might not directly reveal true penumbral perfusion levels. Also, lesions seen with diffusion-weighted imaging may be reversible as a result of early reperfusion. This reversal with subsequent normalization may represent selective neuronal damage. Late secondary injury, as indicated by the reappearance of the diffusion-weighted imaging lesion, has recently been documented; the mechanisms are unknown but form potential targets for future therapies. Despite these caveats, diffusion-weighted imaging-perfusion-weighted imaging remains the most useful approach to map the pathophysiology of stroke in the clinical setting. Acute/subacute flumazenil positron emission tomography studies are being used as markers of neuronal integrity to help shed further light on infarction thresholds, and potentially document selective neuronal loss. F-labelled fluoromisonidazole positron emission tomography imaging of brain hypoxia documents the temporal and spatial progression of the penumbra. SUMMARY The goal of understanding the complex process that is acute ischaemia in stroke, and subsequently the development of therapeutic strategies, continues to be advanced by imaging the penumbra in novel ways.
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Affiliation(s)
- Joseph V Guadagno
- Departments of Neurology and Radiology, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
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Krep H, Böttiger BW, Bock C, Kerskens CM, Radermacher B, Fischer M, Hoehn M, Hossmann KA. Time course of circulatory and metabolic recovery of cat brain after cardiac arrest assessed by perfusion- and diffusion-weighted imaging and MR-spectroscopy. Resuscitation 2003; 58:337-48. [PMID: 12969612 DOI: 10.1016/s0300-9572(03)00151-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Brain recovery after cardiac arrest (CA) was assessed in cats using arterial spin tagging perfusion-weighted imaging (PWI), diffusion-weighted imaging (DWI), and 1H-spectroscopy (1H-MRS). Cerebral reperfusion and metabolic recovery was monitored in the cortex and in basal ganglia for 6 h after cardiopulmonary resuscitation (CPR). Furthermore, the effects of an hypertonic/hyperoncotic solution (7.5% NaCl/6% hydroxyl ethyl starch, HES) and a tissue-type plasminogen activator (TPA), applied during CPR, were assessed on brain recovery. CA and CPR were carried out in the MR scanner by remote control. CA for 15-20 min was induced by electrical fibrillation of the heart, followed by CPR using a pneumatic vest. PWI after successful CPR revealed initial cerebral hyperperfusion followed by delayed hypoperfusion. Initial cerebral recirculation was improved after osmotic treatment. Osmotic and thrombolytic therapy were ineffective in ameliorating delayed hypoperfusion. Calculation of the apparent diffusion coefficient (ADC) from DWI demonstrated complete recovery of ion and water homeostasis in all animals. 1H-MRS measurements of lactate suggested an extended preservation of post-ischaemic anaerobic metabolism after TPA treatment. The combination of noninvasive MR techniques is a powerful tool for the evaluation of therapeutical strategies on circulatory and metabolic cerebral recovery after experimental cerebral ischaemia.
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Affiliation(s)
- Henning Krep
- Department of Anesthesia and Intensive Care Medicine, University Hospital Bonn, Bonn, Germany.
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