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Tokunboh I, Sung EM, Chatfield F, Gaines N, Nour M, Starkman S, Saver JL. Improving Visualization Methods of Utility-Weighted Disability Outcomes for Stroke Trials. Front Neurol 2022; 13:875350. [PMID: 35645952 PMCID: PMC9136165 DOI: 10.3389/fneur.2022.875350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundThe modified Rankin Scale (mRS) is the most common endpoint in acute stroke trials, but its power is limited when analyzed dichotomously and its indication of effect size is challenging to interpret when analyzed ordinally. To address these issues, the utility-weighted-mRS (UW-mRS) has been developed as a patient-centered, linear scale. However, appropriate data visualizations of UW-mRS results are needed, as current stacked bar chart displays do not convey crucial utility-weighting information.Design/MethodsTwo UW-mRS display formats were devised: (1) Utility Staircase charts, and (2) choropleth-stacked-bar-charts (CSBCs). In Utility Staircase displays, mRS segment height reflects the utility value of each mRS level. In CSBCs, mRS segment color intensity reflects the utility of each mRS level. Utility Staircase and CSBC figures were generated for 15 randomized comparisons of acute ischemic/hemorrhagic stroke therapies, including fibrinolysis, endovascular reperfusion, blood pressure moderation, and hemicraniectomy. Display accuracy in showing utility outcomes was assessed with the Tufte-lie-factor and ease-of-use assessed by formal ratings completed by a panel of 4 neurologists and emergency physicians and one nurse-coordinator.ResultsThe Utility Staircase and CSBC displays rapidly conveyed patient-centered valuation of trial outcome distributions not available in conventional ordinal stacked bar charts. Tufte-lie-factor (LF) scores indicated “substantial distortion” of utility-valued outcomes for 93% (14/15) of conventional stacked bar charts, vs. “no distortion” for all Utility Staircase and CSBC displays. Clinician ratings on the Figural Display Questionnaire indicated that utility information encoded in row height (Utility Staircase display) was more readily assimilated than that conveyed in segment hue intensity (CSBC), both superior to conventional stacked bar charts.ConclusionsUtility Staircase displays are an efficient graphical format for conveying utility weighted–modified Rankin Scale primary endpoint results of acute stroke trials, and choropleth-stacked-bar-charts a good alternative. Both are more accurate in depicting quantitative, health-related quality of life results and preferred by clinician users for utility results visualization, compared with conventional stacked bar charts.
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Affiliation(s)
- Ivie Tokunboh
- Department of Neurology and Comprehensive Stroke Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Eleanor Mina Sung
- Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States
- *Correspondence: Eleanor Mina Sung
| | - Fiona Chatfield
- Department of Neurology and Comprehensive Stroke Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Nathan Gaines
- Department of Neurology and Comprehensive Stroke Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - May Nour
- Department of Neurology, Division of Interventional Neuroradiology, and Comprehensive Stroke Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Sidney Starkman
- Departments of Emergency Medicine and Neurology and Comprehensive Stroke Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Jeffrey L. Saver
- Department of Neurology and Comprehensive Stroke Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
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Jung JM, Kim JG, Kim JB, Cho KH, Yu S, Oh K, Kim YH, Choi JY, Seo WK. Takotsubo-Like Myocardial Dysfunction in Ischemic Stroke: A Hospital-Based Registry and Systematic Literature Review. Stroke 2016; 47:2729-2736. [PMID: 27729583 DOI: 10.1161/strokeaha.116.014304] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Accepted: 08/29/2016] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND PURPOSE We investigated clinical and radiological characteristics of ischemic stroke patients with Takotsubo-like myocardial dysfunction. METHODS From multicenter stroke registry database, ischemic stroke patients who underwent transthoracic echocardiography were found. Among these, patients were classified if they had specific ventricular regional wall motion abnormalities discording with coronary artery distribution, such as apical (typical pattern) or nonapical ballooning (atypical pattern), considered as echocardiographic findings of Takotsubo cardiomyopathy. Patients with ischemic heart disease history, myocarditis, or pheochromocytoma were excluded. We compared patients with Takotsubo-like myocardial dysfunction with those without and further performed systematic literature review on those with Takotsubo cardiomyopathy. RESULTS This study included 23 patients (0.42%). The mean age was 70.7±13.9 years, with predominance of women (73.9%) and typical pattern of Takotsubo-like myocardial dysfunction (91.3%). They were associated with short-term poor functional outcomes, including high mortality, neurological deterioration, and functional status at discharge, compared with those without (39.1% versus 2.4%, 47.8% versus 7.4%; and median [interquartile range], 5 [5-6] versus 3 [2-4]; all P<0.001). They had a higher inflammatory marker level and lower triglyceride level. Ischemic lesions were more commonly found in the right anterior circulation with specific dominant regions being the insula and peri-insular areas. In addition, a trend toward a remarkable mortality rate and higher prevalence of insular involvement was observed in the propensity-score matching, subgroup fulfilling the strict Takotsubo cardiomyopath criteria, and was as reported in literature review. CONCLUSION Stroke patients with Takotsubo-like myocardial dysfunction may differ from those without in clinical outcomes, laboratory findings, and radiological features.
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Affiliation(s)
- Jin-Man Jung
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Jae-Gyum Kim
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Jung Bin Kim
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Kyung-Hee Cho
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Sungwook Yu
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Kyungmi Oh
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Yong-Hyun Kim
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Jeong-Yoon Choi
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.)
| | - Woo-Keun Seo
- From the Department of Neurology, Korea University Ansan Hospital (J.-M.J.), Department of Neurology, Korea University Anam Hospital (J.-G.K., K.-H.C., S.Y.), Department of Cardiology, Korea University Ansan Hospital (Y.-H.K.), and Department of Neurology, Korea University Guro Hospital (J.B.K., K.O.), Korea University College of Medicine, Seoul, South Korea; Department of Neurology, Seoul National University Bundang Hospital, Seongnam, South Korea (J.-Y.C.); and Department of Neurology and Stroke Center, Samsung Medical Center, Seoul, South Korea (W.-K.S.).
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