394 results on '"Kyung-Ho Yu"'
Search Results
2. Effects of white matter hyperintensity burden on functional outcome after mild versus moderate-to-severe ischemic stroke
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Dong-Seok Gwak, Wi-Sun Ryu, Dawid Schellingerhout, Jinyong Chung, Hang-Rai Kim, Sang-Wuk Jeong, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Jong-Moo Park, Man-Seok Park, Kang-Ho Choi, Tai Hwan Park, Kyungbok Lee, Sang-Soon Park, Kyusik Kang, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi-Sun Oh, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Moon-Ku Han, Ji Sung Lee, Hee-Joon Bae, and Dong-Eog Kim
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Medicine ,Science - Abstract
Abstract It is uncertain whether the prognostic power of white matter hyperintensity (WMH) on post-stroke outcomes is modulated as a function of initial neurological severity, a critical determinant of outcome after stroke. This multi-center MRI study tested if higher WMH quintiles were associated with 3-month poor functional outcome (modified Rankin Scale ≥ 3) for mild versus moderate-to-severe ischemic stroke. Mild and moderate-to-severe stroke were defined as admission National Institute of Health Stroke Scale scores of 1–4 and ≥ 5, respectively. Mean age of the enrolled patients (n = 8918) was 67.2 ± 12.6 years and 60.1% male. The association between WMH quintiles and poor functional outcome was modified by stroke severity (p-for-interaction = 0.008). In mild stroke (n = 4994), WMH quintiles associated with the 3-month outcome in a dose-dependent manner for the 2nd to 5th quintile versus the 1st quintile, with adjusted-odds-ratios (aOR [95% confidence interval]) being 1.29 [0.96–1.73], 1.37 [1.02–1.82], 1.60 [1.19–2.13], and 1.89 [1.41–2.53], respectively. In moderate-to-severe stroke (n = 3924), however, there seemed to be a threshold effect: only the highest versus the lowest WMH quintile was significantly associated with poor functional outcome (aOR 1.69 [1.29–2.21]). WMH burden aggravates 3-month functional outcome after mild stroke, but has a lesser modulatory effect for moderate-to-severe stroke, likely due to saturation effects.
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- 2024
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3. Perfusion Imaging‐Based Triage for Acute Ischemic Stroke: Trends in Use and Impact on Clinical Outcomes
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Jeong‐Yoon Lee, Do Yeon Kim, Jun Yup Kim, Jihoon Kang, Beom Joon Kim, Moon‐Ku Han, Yong Soo Kim, Kyusik Kang, Jae Guk Kim, Soo Joo Lee, Dae‐Hyun Kim, Jae‐Kwan Cha, Jin‐Kyo Choi, Sang‐Soon Park, Tai Hwan Park, Kyungbok Lee, Doo Hyuk Kwon, Jun Lee, Hong‐Kyun Park, Yong‐Jin Cho, Keun‐Sik Hong, Minwoo Lee, MI Sun Oh, Kyung‐Ho Yu, Byung‐Chul Lee, Hyunsoo Kim, Kangho Choi, Joon‐Tae Kim, Dong‐Seok Gwak, Dong‐Eog Kim, Chul‐Hoo Kang, Joong‐Goo Kim, Jay Chol Choi, Kyu Sun Yum, Dong‐Ick Shin, Wook‐Joo Kim, Jee‐Hyun Kwon, Hyungjong Park, Jeong‐Ho Hong, Sungil Sohn, Sang‐Hwa Lee, Chulho Kim, Chan‐Young Park, Hae‐Bong Jeong, Kwang‐Yeol Park, Dongwhane Lee, Jong‐Moo Park, Keon‐Joo Lee, Jung Hoon Han, Chi Kyung Kim, Kyungmi Oh, Ho Geol Woo, Sung Hyuk Heo, Jonguk Kim, Juneyoung Lee, Ji Sung Lee, Philip B. Gorelick, and Hee‐Joon Bae
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acute ischemic stroke ,endovascular treatment ,perfusion imaging ,secular trend ,Neurology. Diseases of the nervous system ,RC346-429 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Perfusion imaging (PI) serves as a valuable tool for triaging patients with acute ischemic stroke for endovascular treatment (EVT). This study aims to investigate trends in PI use and its impacts on EVT rates and clinical outcomes, particularly focusing on variations across different time windows. Methods Data from a prospective, nationwide, acute stroke registry in South Korea were analyzed retrospectively. PI was regarded as treatment‐decision imaging when conducted either (1) prior to EVT, or (2) within 3 hours from hospital arrival in patients not receiving EVT. The study spanned 3 epochs: 2011–2014, 2015–2017, and 2018–2021. Based on the time from onset to arrival, patients were categorized into 2 time windows: early (0–6 hours) and late (6–24 hours). We evaluated EVT rates and clinical outcomes in patients with anterior large vessel occlusion. Results From 2011 to 2021 among 49 449 patients with acute ischemic stroke presenting within 24 hours of onset, PI use rates declined from 36.9% to 30.1%. In the early window, rates dropped from 48.4% to 32.4%, whereas in the late window, they increased from 23.5% to 27.8%. Factors such as older age, atrial fibrillation, anterior large vessel occlusion, and severe stroke were associated with higher rates in the late window. Conversely, younger age and male sex were associated with higher rates in the early window. For patients with anterior large vessel occlusion, PI use increased the likelihood of receiving EVT in the late window and minimized the risk of symptomatic intracranial hemorrhage in the early window. However, 3‐month functional outcomes and mortality were. unaffected. Conclusion The study revealed distinct trends in PI use across early and late time windows, indicating varying roles of PI in these time frames. However, the definitive value and necessity of PI in guiding EVT decision‐making remain unclear, underscoring the need for further research
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- 2024
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4. Association between physical activity changes and incident myocardial infarction after ischemic stroke: a nationwide population-based study
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Dae Young Cheon, Kyung do Han, Yeon Jung Lee, Jeen Hwa Lee, Myung Soo Park, Do Young Kim, Jae Hyuk Choi, Sook Jin Lee, Kyung-Ho Yu, Seongwoo Han, Sunki Lee, and Minwoo Lee
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Ischemic stroke ,Myocardial infarction ,Physical activity ,Lifestyle ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background The impact of changes in physical activity after ischemic stroke (IS) on the subsequent myocardial infarction (MI) risk is not fully understood. We aimed to investigate the effects of changes in physical activity on the risk of MI after acute IS using data from the Korean National Health Insurance Services Database. Methods 224,764 patients newly diagnosed with IS between 2010 and 2016 who underwent two serial biannual health checkups were included. The participants were divided into four categories according to changes in their physical activity: persistent non-exercisers, new exercisers, exercise dropouts, and exercise maintainers. The primary outcome was a new diagnosis of incident MI. Multivariable Cox proportional models were used to assess the effects of changes in exercise habits on the risk of MI. Results After a median of 4.25 years of follow-up, 6,611 (2.94%) MI cases were observed. After adjusting for confounders, new exercisers and exercise maintainers were significantly associated with a lower risk of incident MI than persistent non-exercisers (aHR, 0.849; 95% CI, 0.792–0.911; P-value 65 years. Notably, any level of physical activity after stroke was associated with a reduced MI risk compared to no exercise. Conclusions In this nationwide cohort study, commencing or sustaining physical activity after an IS corresponded to a diminished likelihood of subsequent MI development. Advocating physical activity in ambulatory stroke survivors could potentially attenuate the prospective risk of MI.
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- 2024
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5. Impact of white matter hyperintensity volumes estimated by automated methods using deep learning on stroke outcomes in small vessel occlusion stroke
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Minwoo Lee, Chong Hyun Suh, Jong-Hee Sohn, Chulho Kim, Sang-Won Han, Joo Hye Sung, Kyung-Ho Yu, Jae-Sung Lim, and Sang-Hwa Lee
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white matter hyperintensity ,small vessel disease ,SVO stroke ,stroke outcome ,machine learning ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
IntroductionAlthough white matter hyperintensity (WMH) shares similar vascular risk and pathology with small vessel occlusion (SVO) stroke, there were few studies to evaluate the impact of the burden of WMH volume on early and delayed stroke outcomes in SVO stroke.Materials and methodsUsing a multicenter registry database, we enrolled SVO stroke patients between August 2013 and November 2022. The WMH volume was estimated by automated methods using deep learning (VUNO Med-DeepBrain, Seoul, South Korea), which was a commercially available segmentation model. After propensity score matching (PSM), we evaluated the impact of WMH volume on early neurological deterioration (END) and poor functional outcomes at 3-month modified Ranking Scale (mRS), defined as mRS score >2 at 3 months, after an SVO stroke.ResultsAmong 1,718 SVO stroke cases, the prevalence of subjects with severe WMH (Fazekas score ≥ 3) was 68.9%. After PSM, END and poor functional outcomes at 3-month mRS (mRS > 2) were higher in the severe WMH group (END: 6.9 vs. 13.5%, p < 0.001; 3-month mRS > 2: 11.4 vs. 24.7%, p < 0.001). The logistic regression analysis using the PSM cohort showed that total WMH volume increased the risk of END [odd ratio [OR], 95% confidence interval [CI]; 1.01, 1.00–1.02, p = 0.048] and 3-month mRS > 2 (OR, 95% CI; 1.02, 1.01–1.03, p < 0.001). Deep WMH was associated with both END and 3-month mRS > 2, but periventricular WMH was associated with 3-month mRS > 2 only.ConclusionThis study used automated methods using a deep learning segmentation model to assess the impact of WMH burden on outcomes in SVO stroke. Our findings emphasize the significance of WMH burden in SVO stroke prognosis, encouraging tailored interventions for better patient care.
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- 2024
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6. Trends in Dual Antiplatelet Therapy of Aspirin and Clopidogrel and Outcomes in Ischemic Stroke Patients Noneligible for POINT/CHANCE Trial Treatment
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Joon‐Tae Kim, Ji Sung Lee, Hyunsoo Kim, Beom Joon Kim, Keon‐Joo Lee, Jong‐Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Jae‐Kwan Cha, Dae‐Hyun Kim, Tai Hwan Park, Kyungbok Lee, Jun Lee, Keun‐Sik Hong, Yong‐Jin Cho, Hong‐Kyun Park, Byung‐Chul Lee, Kyung‐Ho Yu, Mi Sun Oh, Dong‐Eog Kim, Jay Chol Choi, Jee‐Hyun Kwon, Wook‐Joo Kim, Dong‐Ick Shin, Kyu Sun Yum, Sung Il Sohn, Jeong‐Ho Hong, Sang‐Hwa Lee, Man‐Seok Park, Wi‐Sun Ryu, Kwang‐Yeol Park, Juneyoung Lee, Jeffrey L. Saver, and Hee‐Joon Bae
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acute ischemic stroke ,aspirin ,clopidogrel ,dual antiplatelet treatment ,late‐presenting stroke ,nonminor stroke ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Recent clinical trials established the benefit of dual antiplatelet therapy with aspirin and clopidogrel (DAPT‐AC) in early‐presenting patients with minor ischemic stroke. However, the impact of these trials over time on the use and outcomes of DAPT‐AC among the patients with nonminor or late‐presenting stroke who do not meet the eligibility criteria of these trials has not been delineated. Methods and Results In a multicenter stroke registry, this study examined yearly changes from April 2008 to August 2022 in DAPT‐AC use for stroke patients ineligible for CHANCE/POINT (Clopidogrel in High‐Risk Patients with Acute Nondisabling Cerebrovascular Events/Platelet‐Oriented Inhibition in New TIA and Minor Ischemic Stroke) clinical trials due to National Institutes of Health Stroke Scale >4 or late arrival beyond 24 hours of onset. A total of 32 118 patients (age, 68.1±13.1 years; male, 58.5%) with National Institutes of Health Stroke Scale of 4 (interquartile range, 1–7) were analyzed. In 2008, DAPT‐AC was used in 33.0%, other antiplatelets in 62.7%, and no antiplatelet in 4.3%. The frequency of DAPT‐AC was relatively unchanged through 2013, when the CHANCE trial was published, and then increased steadily, reaching 78% in 2022, while other antiplatelets decreased to 17.8% in 2022 (Ptrend
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- 2024
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7. Impact of changes in physical activity and incident fracture after acute ischemic stroke
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Dae young Cheon, Kyung-Do Han, Jeen Hwa Lee, Kyung-Ho Yu, Bo Young Choi, and Minwoo Lee
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Medicine ,Science - Abstract
Abstract Stroke survivors are at an increased risk of falls and fractures. Physical activity is inversely associated with the fracture risk in the general population. However, the association between incident fracture risk and changes in habitual physical activity before and after an index stroke remains unclear. This study attempted to explore the association between incident fracture risk and changes in physical activity after stroke. Using the claims database of the National Health Insurance Program in Korea, participants with their first ischemic stroke between 2010 and 2016 were enrolled in the study. The participants were divided into four groups according to changes in physical activity habits evaluated using two consecutive self-reported questionnaires before and after stroke, if available: persistent non-exercisers, exercise dropouts, new exercisers, and persistent exercisers. The primary outcome was a composite of vertebral, hip, and other fractures. We performed multivariable Cox proportional hazard regression analysis and provided adjusted hazard ratios and 95% confidence intervals for each outcome. Among 202,234 participants included from 1,005,879 datasets, 16,621 (8.22%) experienced any type of fracture as the primary outcome. After multivariable adjustment, exercise dropouts (n = 37,106), new exercisers (n = 36,821), and persistent exercisers (n = 74,647) had a significantly reduced risk of any type of fracture (aHR 0.932, 95% CI 0.893–0.973; aHR 0.938, 95% CI 0.900–0.978; aHR 0.815, 95% CI 0.780–0.852, respectively) compared to the persistent non-exercisers (n = 53,660). Furthermore, regardless of pre-stroke exercise status, those who exercised ≥ 1000 metabolic equivalents of tasks post-stroke had a significantly reduced risk of fractures. Initiating or continuing moderate-to-vigorous regular physical activity after acute ischemic stroke was associated with a significantly lower risk of incident fractures, including hip, vertebral, and other types.
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- 2023
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8. Prediction of post-stroke cognitive impairment after acute ischemic stroke using machine learning
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Minwoo Lee, Na-Young Yeo, Hyo-Jeong Ahn, Jae-Sung Lim, Yerim Kim, Sang-Hwa Lee, Mi Sun Oh, Byung-Chul Lee, Kyung-Ho Yu, and Chulho Kim
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Stroke ,Dementia ,Post-stroke cognitive impairment ,Machine learning ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background and objectives Post-stroke cognitive impairment (PSCI) occurs in up to 50% of patients with acute ischemic stroke (AIS). Thus, the prediction of cognitive outcomes in AIS may be useful for treatment decisions. This PSCI cohort study aimed to determine the applicability of a machine learning approach for predicting PSCI after stroke. Methods This retrospective study used a prospective PSCI cohort of patients with AIS. Demographic features, clinical characteristics, and brain imaging variables previously known to be associated with PSCI were included in the analysis. The primary outcome was PSCI at 3–6 months, defined as an adjusted z-score of less than − 2.0 standard deviation in at least one of the four cognitive domains (memory, executive/frontal, visuospatial, and language), using the Korean version of the Vascular Cognitive Impairment Harmonization Standards-Neuropsychological Protocol (VCIHS-NP). We developed four machine learning models (logistic regression, support vector machine, extreme gradient boost, and artificial neural network) and compared their accuracies for outcome variables. Results A total of 951 patients (mean age 65.7 ± 11.9; male 61.5%) with AIS were included in this study. The area under the curve for the extreme gradient boost and the artificial neural network was the highest (0.7919 and 0.7365, respectively) among the four models for predicting PSCI according to the VCIHS-NP definition. The most important features for predicting PSCI include the presence of cortical infarcts, mesial temporal lobe atrophy, initial stroke severity, stroke history, and strategic lesion infarcts. Conclusion Our findings indicate that machine-learning algorithms, particularly the extreme gradient boost and the artificial neural network models, can best predict cognitive outcomes after ischemic stroke.
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- 2023
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9. NETWORK-BASED LESION IMPACT SCORE IS AN INDEPENDENT PREDICTOR OF POST-STROKE COGNITIVE IMPAIRMENT
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J. Matthijs Biesbroek, Nick A Weaver, Hugo P Aben, Hugo J Kuijf, Jill Abrigo, Hee-Joon Bae, Mélanie Barbay, Jonathan G Best, Régis Bordet, Francesca M. Chappell, Christopher P.L.H. Chen, Thibaut Dondaine, Ruben S. van der Giessen, Olivier Godefroy, Jules Verne, Bibek Gyanwali, Olivia K.L. Hamilton, Saima Hilal, Irene M.C. Huenges Wajer, Yeonwook Kang, L. Jaap Kappelle, Beom Joon Kim, Sebastian Köhler, Paul L.M. de Kort, Peter J. Koudstaal, Gregory Kuchcinski, Bonnie Y.K. Lam, Byung-Chul Lee, Keon-Joo Lee, Jae-Sung Lim, Renaud Lopes, Stephen D.J. Makin, Anne-Marie Mendyk, Vincent C.T. Mok, Mi Sun Oh, Robert J. van Oostenbrugge, Martine Roussel, Lin Shi, Julie Staals, Maria del C. Valdés-Hernández, Narayanaswamy Venketasubramanian, Frans R.J. Verhey, Joanna M. Wardlaw, David J. Werring, Xu Xin, Kyung-Ho Yu, Martine J.E. van Zandvoort, Lei Zhao, and Geert Jan Biessels
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Specialties of internal medicine ,RC581-951 ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2024
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10. Moderate-Intensity Rosuvastatin Plus Ezetimibe Versus High-Intensity Rosuvastatin for Target Low-Density Lipoprotein Cholesterol Goal Achievement in Patients With Recent Ischemic Stroke: A Randomized Controlled Trial
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Keun-Sik Hong, Oh Young Bang, Jong-Ho Park, Jin-Man Jung, Sang-Hun Lee, Tae-Jin Song, Hyo Suk Nam, Hee-Kwon Park, Keun-Hwa Jung, Sung Hyuk Heo, Jaseong Koo, Kyung-Ho Yu, Kwang-Yeol Park, Chi Kyung Kim, Hong-Kyun Park, Jiyoon Lee, Juneyoung Lee, and Woo-Keun Seo
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stroke ,ldl cholesterol ,rosuvastatin ,ezetimibe ,target goal ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose Moderate-intensity statin plus ezetimibe versus high-intensity statin alone may provide a greater low-density lipoprotein cholesterol (LDL-C) reduction in patients with recent ischemic stroke. Methods This randomized, open-label, controlled trial assigned patients with recent ischemic stroke
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- 2023
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11. Bayesian stroke modeling details sex biases in the white matter substrates of aphasia
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Julius M. Kernbach, Gesa Hartwigsen, Jae-Sung Lim, Hee-Joon Bae, Kyung-Ho Yu, Gottfried Schlaug, Anna Bonkhoff, Natalia S. Rost, and Danilo Bzdok
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Biology (General) ,QH301-705.5 - Abstract
Bayesian modeling of anatomical lesion patterns and clinical language outcomes in a cohort of 1401 stroke patients identifies sex-biased lesion-outcome effects after stroke.
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- 2023
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12. Association between exercise habit changes and incident dementia after ischemic stroke
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Dae Young Cheon, Kyung do Han, Chi-hun Kim, Mi Sun Oh, Byung-Chul Lee, Yerim Kim, Sang-Hwa Lee, Chulho Kim, Jae-Sung Lim, Minwoo Lee, and Kyung-Ho Yu
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Medicine ,Science - Abstract
Abstract We aimed to investigate the effects of exercise habit changes on the risk of incident dementia after ischemic stroke using the Korean National Health Insurance Services Database. This study included 223,426 patients with a new diagnosis of ischemic stroke between 2010 and 2016 who underwent two serial ambulatory health checkups. The participants were divided into four categories according to their habit change or regular exercise: persistent non-exercisers, new exercisers, exercise dropouts, and exercise maintainers. The primary outcome was new diagnosis of dementia. Multivariate Cox proportional models were used to assess the effects of changes in exercise habits on the risk of incident dementia. After a median of 4.02 years of follow-up, 22,554 (10.09%) dementia cases were observed. After adjusting for covariates, exercise dropouts, new exercisers, and exercise maintainers were significantly associated with a lower risk of incident dementia than persistent non-exercisers (adjusted hazard ratio [aHR] 0.937; 95% confidence interval [CI] 0.905–0.970, aHR 0.876; 95% CI 0.843–0.909, aHR 0.705; 95% CI 0.677–0.734, respectively). The impact of changes in exercise habit was more prominent in the 40–65 years age group. An energy expenditure ≥ 1000 metabolic equivalents of task-min/wk post-stroke, regardless of pre-stroke physical activity status, was mostly associated with a lower risk of each outcome. In this retrospective cohort study, initiating or continuing moderate-to-vigorous exercise after ischemic stroke was associated with a lower risk of dementia development. Further, pre-stroke regular physical activity also reduced the risk of incident dementia. The promotion of exercise in ambulatory stroke patients may reduce their future risk of incident dementia.
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- 2023
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13. The association between malnutrition status and hemorrhagic transformation in patients with acute ischemic stroke receiving intravenous thrombolysis
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Yerim Kim, Minwoo Lee, Hee Jung Mo, Chulho Kim, Jong-Hee Sohn, Kyung-Ho Yu, and Sang-Hwa Lee
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Malnutrition ,CONUT score ,PNI ,Intravenous thrombolysis ,Hemorrhagic transformation ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Objectives We evaluated the impact of malnutrition as estimated by the controlling nutritional status (CONUT) score and prognostic nutritional index (PNI) on hemorrhagic transformation (HT) and stroke outcomes after intravenous thrombolysis (IVT). Materials and methods Using a multicenter registry database, we enrolled 808 patients with acute ischemic stroke who received IVT between August 2013 and May 2021. We defined malnutrition as a CONUT score ≥ 2 and low PNI. The primary outcome measure was the occurrence of symptomatic HT contributing to early neurologic deterioration (END-SHT) after IVT. Multivariable analysis was performed to analyze the association between CONUT score, PNI, and END-SHT after IVT. Results The rate of END-SHT was higher with increasing CONUT scores and PNI values. In the multivariable analysis, CONUT score ≥ 5 and low PNI were significantly associated with END-SHT (odds ratio [95% confidence interval], CONUT score ≥ 5: 12.23 [2.41–62.07], p = 0.003; low PNI: 4.98 [1.76–14.09], p = 0.003). The receiver operating characteristic curve showed that both the CONUT score and PNI had good predictive ability. The cutoff values for CONUT and PNI were 5 and 42.3, respectively, for END-SHT. Conclusion Malnutrition, as denoted by a higher CONUT score and lower PNI, was associated with END-SHT. The joint application of both nutritional markers could be useful in predicting END-SHT after IVT.
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- 2023
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14. Effects of Prior Metformin Use on Stroke Outcomes in Diabetes Patients with Acute Ischemic Stroke Receiving Endovascular Treatment
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Chulho Kim, Yejin Kim, Jong-Hee Sohn, Joo Hye Sung, Sang-Won Han, Minwoo Lee, Yerim Kim, Jae Jun Lee, Hee Jung Mo, Kyung-Ho Yu, and Sang-Hwa Lee
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DM ,prior metformin use ,endovascular treatment ,hemorrhagic transformation ,stroke progression ,Biology (General) ,QH301-705.5 - Abstract
Diabetes mellitus (DM) predisposes individuals to vascular injury, leading to poor outcomes after ischemic stroke and symptomatic hemorrhagic transformation (SHT) after thrombolytic and endovascular treatment (EVT). Metformin (MET), an oral antidiabetic drug, has shown potential neuroprotective effects, but its impact on stroke prognosis in DM patients undergoing EVT remains unclear. In a multicenter study, 231 patients with DM undergoing EVT for acute ischemic stroke were enrolled. Prior MET use was identified, and patients were stratified into MET+ and MET− groups. Demographics, clinical data, and outcomes were compared between groups. Multivariate analysis was used to assess the effect of MET on stroke prognosis. Of the enrolled patients, 59.3% were previously on MET. MET+ patients had lower initial infarct volumes and NIHSS scores compared to MET-taking patients. Multivariate analysis showed that MET+ was associated with a lower risk of stroke progression and SHT (with stroke progression as follows: odd ratio [OR] 0.24, 95% confidence interval [CI] [0.12–0.48], p < 0.001; SHT: OR 0.33, 95% CI [0.14–0.75], p = 0.01) and was also associated with better 3-month functional outcomes (mRS 0–2) after EVT. Prestroke MET use in DM patients undergoing EVT is associated with improved stroke prognosis, including reduced risk of stroke progression and SHT and better functional outcomes. These findings suggest the potential neuroprotective role of MET in this population and highlight its clinical utility as an adjunctive therapy in the management of ischemic stroke. Further research is warranted to elucidate the underlying mechanisms and to optimize MET therapy in this setting.
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- 2024
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15. Machine learning-based prediction of post-stroke cognitive status using electroencephalography-derived brain network attributes
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Minwoo Lee, Yuseong Hong, Sungsik An, Ukeob Park, Jaekang Shin, Jeongjae Lee, Mi Sun Oh, Byung-Chul Lee, Kyung-Ho Yu, Jae-Sung Lim, and Seung Wan Kang
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ischemic stroke ,cognition ,electroencephalography ,functional network ,machine learning ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
ObjectivesMore than half of patients with acute ischemic stroke develop post-stroke cognitive impairment (PSCI), a significant barrier to future neurological recovery. Thus, predicting cognitive trajectories post-AIS is crucial. Our primary objective is to determine whether brain network properties from electroencephalography (EEG) can predict post-stroke cognitive function using machine learning approach.MethodsWe enrolled consecutive stroke patients who underwent both EEG during the acute stroke phase and cognitive assessments 3 months post-stroke. We preprocessed acute stroke EEG data to eliminate low-quality epochs, then performed independent component analysis and quantified network characteristics using iSyncBrain®. Cognitive function was evaluated using the Montreal cognitive assessment (MoCA). We initially categorized participants based on the lateralization of their lesions and then developed machine learning models to predict cognitive status in the left and right hemisphere lesion groups.ResultsEighty-seven patients were included, and the accuracy of lesion laterality prediction using EEG attributes was 97.0%. In the left hemispheric lesion group, the network attributes of the theta band were significantly correlated with MoCA scores, and higher global efficiency, clustering coefficient, and lower characteristic path length were associated with higher MoCA scores. Most features related to cognitive scores were selected from the frontal lobe. The predictive powers (R-squared) were 0.76 and 0.65 for the left and right stroke groups, respectively.ConclusionEstimating EEG-based network properties in the acute phase of ischemic stroke through a machine learning model has a potential to predict cognitive outcomes after ischemic stroke.
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- 2023
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16. Statin Treatment in Patients With Stroke With Low‐Density Lipoprotein Cholesterol Levels Below 70 mg/dL
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Joon‐Tae Kim, Ji Sung Lee, Beom Joon Kim, Jihoon Kang, Keon‐Joo Lee, Jong‐Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Jae‐Kwan Cha, Dae‐Hyun Kim, Tai Hwan Park, Kyungbok Lee, Jun Lee, Keun‐Sik Hong, Yong‐Jin Cho, Hong‐Kyun Park, Byung‐Chul Lee, Kyung‐Ho Yu, Mi Sun Oh, Dong‐Eog Kim, Wi‐Sun Ryu, Jay Chol Choi, Jee‐Hyun Kwon, Wook‐Joo Kim, Dong‐Ick Shin, Kyu Sun Yum, Sung Il Sohn, Jeong‐Ho Hong, Sang‐Hwa Lee, Man‐Seok Park, Kang‐Ho Choi, Juneyoung Lee, Kwang‐Yeol Park, and Hee‐Joon Bae
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acute ischemic stroke ,early vascular outcomes ,LDL‐C ,statin ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background It is unclear whether statin treatment could reduce the risk of early vascular events when baseline low‐density lipoprotein cholesterol (LDL‐C) levels are already low, at
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- 2023
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17. Leptomeningeal Collaterals and Infarct Progression in Patients With Acute Large‐Vessel Occlusion and Low NIHSS
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Yong Soo Kim, Beom Joon Kim, Bijoy K. Menon, Joonsang Yoo, Jung Hoon Han, Bum Joon Kim, Chi Kyung Kim, Jae Guk Kim, Joon‐Tae Kim, Hyungjong Park, Sung Hyun Baik, Moon‐Ku Han, Jihoon Kang, Jun Yup Kim, Keon‐Joo Lee, Han‐gil Jeong, Jong‐Moo Park, Kyusik Kang, Soo Joo Lee, Jae‐Kwan Cha, Dae‐Hyun Kim, Jin‐Heon Jeong, Tai Hwan Park, Sang‐Soon Park, Kyung Bok Lee, Jun Lee, Keun‐Sik Hong, Yong‐Jin Cho, Hong‐Kyun Park, Byung‐Chul Lee, Kyung‐Ho Yu, Mi‐Sun Oh, Dong‐Eog Kim, Wi‐Sun Ryu, Kang‐Ho Choi, Jay Chol Choi, Joong‐Goo Kim, Jee‐Hyun Kwon, Wook‐Joo Kim, Dong‐Ick Shin, Kyu Sun Yum, Sung‐Il Sohn, Jeong‐Ho Hong, Chulho Kim, Sang‐Hwa Lee, Juneyoung Lee, and Hee‐Joon Bae
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ASPECTS ,collateral circulation ,mild stroke ,large‐vessel occlusion ,Neurology. Diseases of the nervous system ,RC346-429 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Approximately 10% of patients with acute ischemic stroke with large‐vessel occlusion (LVO) have mild neurological deficits. Although leptomeningeal collaterals (LMCs) are the major determinant of clinical outcomes for patients with acute ischemic stroke with LVO, the contribution of baseline LMC status to subsequent infarct progression in patients with mild stroke with LVO is poorly defined. Methods This observational study included patients with acute anterior circulation LVO and mild stroke symptoms (National Institutes of Health Stroke Scale < 6) from a prospectively collected, multicenter, national stroke registry. The Alberta Stroke Program Early Computed Tomography Score was quantified on the initial and follow‐up images. An infarct progression, defined as any Alberta Stroke Program Early Computed Tomography Score decrease between the initial versus follow‐up scans, was categorized as either 0/1/2+. The LMCs on the baseline images were graded as good, fair, or poor. Results Of the 623 included patients (mean age, 67.6±13.4 years; 380 [61.0%] men; 186 [29.9%] with reperfusion treatment), the baseline LMC was graded as good in 331 (53.1%), fair in 219 (35.2%), and poor in 73 (11.7%). The Alberta Stroke Program Early Computed Tomography Score decrement was noted as 0 in 288 (46%) patients, 1 in 154 (24%), and 2+ in 181 (29%). A poor LMC was associated with an infarct progression (adjusted odds ratio, 2.05 [95% CI, 1.22–3.47]). Conclusions Poor collateral blood flow was associated with infarct progression in patients with acute ischemic stroke with LVO and mild symptoms. In this selective population, early assessment of collateral blood flow status can help in early detection of patients susceptible to infarct progression.
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- 2023
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18. Risk of dementia according to the smoking habit change after ischemic stroke: a nationwide population-based cohort study
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Dae Young Cheon, Kyung do Han, Mi Sun Oh, Kyung-Ho Yu, Byung-Chul Lee, Chi-Hun Kim, Yerim Kim, Sang-Hwa Lee, Chulho Kim, Jae-Sung Lim, and Minwoo Lee
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Medicine ,Science - Abstract
Abstract There is a paucity of research regarding the association between the risk of incident dementia and changes in smoking habits in the acute ischemic stroke population. We aimed to investigate the effects of smoking habit change on the risk of incident dementia in an ischemic stroke population using data from the Korean National Health Insurance Services Database. This nationwide population-based cohort study included 197,853 patients with ischemic stroke. The patients were divided into never smokers, former smokers, smoking quitters, sustained smokers, and new smokers, based on the 2-year change in smoking status between the two consecutive health examinations before and after the index stroke. The patients were followed up from the index date to 2018 to assess the development of dementia. Dementia was further categorized into Alzheimer’s, vascular, and other types of dementia according to the International Classification of Diseases, Tenth Revision diagnosis. Multivariable Cox proportional hazards models were used to assess the association between changes in smoking habits and the risk of dementia. After a median of 4.04 years of follow-up, 19,595 (9.9%) dementia cases were observed. Among them, 15,189 (7.7%) were diagnosed with Alzheimer’s disease dementia and 2719 (1.4%) were diagnosed with vascular dementia. After adjusting for covariates, including age, sex, alcohol intake habits, cigarette pack-year, regular physical activity, income, history of hypertension, diabetes mellitus, dyslipidemia, and chronic kidney disease, new smokers, sustained smokers, and smoking quitters were significantly associated with a higher risk of all-cause dementia than never smokers (adjusted hazard ratio [aHR] 1.395, 95% confidence interval [CI] 1.254–1.552; aHR 1.324, 95% CI 1.236–1.418; and aHR 1.170, 95% CI 1.074–1.275, respectively). Similar trends were observed for both Alzheimer’s dementia and vascular dementia, but the association between new smokers and vascular dementia was not significant. The impact of smoking habit change was more prominent in the 40–65-year-old group. New and sustained smokers had a substantially higher risk of incident dementia after ischemic stroke than never smokers. Smoking quitters also had an elevated risk of incident dementia, but the detrimental effects were lower than those in new and sustained smokers.
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- 2022
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19. Associations between migraine and major cardiovascular events in type 2 diabetes mellitus
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Dae Young Cheon, Kyungdo Han, Ye Seul Yang, Yerim Kim, Sang-Hwa Lee, Chulho Kim, Jong-Hee Sohn, Mi Sun Oh, Byung-Chul Lee, Minwoo Lee, and Kyung-Ho Yu
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Migraine ,Diabetes mellitus ,Stroke ,Myocardial infarction ,Cardiovascular death ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Abstract Background Migraine is one of the most common primary headache disorders and a well-known risk factor for cardiovascular disorders. We aimed to investigate the association between migraine and major cardiovascular outcomes, including myocardial infarction (MI), ischemic stroke (IS), and cardiovascular death (CVD) in people with type 2 diabetes. Research design and methods A total of 2,229,598 people from the nationwide Korean National Health Insurance Service database with type 2 diabetes but without a previous history of MI and IS were included in this study. We identified patients over 20 years of age with migraine using the claim data of International Statistical Classification of Diseases Related Health Problems, Tenth Revision (ICD-10) code G43. The patients with migraine were divided according to their migraine aura status. Results Migraine was present in 6.3% of the study population. Cases observed for MI, IS, CVD, and all-cause death were 2.6%, 3.6%, 5.9%, and 7.9%, respectively. The diagnosis of migraine was significantly associated with an increased risk of MI, IS, and CVD. The results remained significant after adjusting for covariates, including age, sex, body mass index, alcohol intake, smoking habits, physical activity, economic status, hypertension history, dyslipidemia, and duration of type 2 diabetes (MI, adjusted hazard ratio [aHR]: 1.182, 95% confidence interval [CI]: 1.146–1.219; IS, aHR: 1.111, 95% CI 1.082–1.14; CVD, aHR: 1.143, 95% CI 1.12–1.167). In particular, the presence of aura was associated with a higher risk of MI development compared to the non-aura group. The difference became more prominent with progressing age. Conclusions In this nationwide population-based study, people with type 2 diabetes and migraines were found to be at a significantly higher risk for major cardiovascular events, including MI, IS, and CVD. The risk of MI and CVD significantly increased with the presence of aura symptoms among patients with migraine.
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- 2022
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20. Differential influences of LDL cholesterol on functional outcomes after intravenous thrombolysis according to prestroke statin use
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You-Ri Kang, Joon-Tae Kim, Ji Sung Lee, Beom Joon Kim, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Tai Hwan Park, Kyung Bok Lee, Jun Lee, Keun-Sik Hong, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Dong-Eog Kim, Wi-Sun Ryu, Jay Chol Choi, Jee-Hyun Kwon, Wook-Joo Kim, Dong-Ick Shin, Sung Il Sohn, Jeong-Ho Hong, Man-Seok Park, Kang-Ho Choi, Ki-Hyun Cho, Jong-Moo Park, Sang-Hwa Lee, Juneyoung Lee, and Hee-Joon Bae
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Medicine ,Science - Abstract
Abstract This study aimed to elucidate whether low-density lipoprotein cholesterol (LDL-C) levels differentially affect functional outcomes after intravenous thrombolysis (IVT) depending on prestroke statin use. Patients with acute ischemic stroke treated with IVT were categorized into low, intermediate, and high LDL-C groups based on LDL-C levels at admission ( 130 mg/dl, respectively). Multivariable logistic regression analyses were performed to explore the relationships between LDL-C and clinical outcomes (good outcomes at 3 months, modified Rankin Scale scores 0–2). The interaction between LDL-C levels and prestroke statin use regarding functional outcomes was investigated. Among the 4711 patients (age, 67 ± 12 years; males, 62.1%) who met the eligibility criteria, compared with the high LDL-C group, the low and intermediate LDL-C groups were not associated with good outcomes at 3 months according to the multivariable analysis. A potential interaction between the LDL-C group and prestroke statin use on good outcomes at 3 months was observed (P interaction = 0.07). Among patients with prestroke statin use, low (aOR 1.84 [1.04–3.26]) and intermediate (aOR 2.31 [1.20–4.47]) LDL-C groups were independently associated with a greater likelihood of having a 3-month good outcome. Our study showed that LDL-C was not associated with a 3-month good outcome, but prestroke statin use could modify the influence of LDL-C levels on functional outcomes after IVT.
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- 2022
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21. A Retrospective Study on the Status of Risk Factor Management in Patients with Ischemic Stroke Based on a Large Linked Dataset of Stroke Patients in Korea
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Tae Jung Kim, Ji Sung Lee, Jae Sun Yoon, Soo-Hyun Park, Mi Sun Oh, Keun-Hwa Jung, Kyung-Ho Yu, Byung-Chul Lee, Sang-Bae Ko, and Byung-Woo Yoon
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2022
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22. High ApoB/ApoA-I Ratio Predicts Post-Stroke Cognitive Impairment in Acute Ischemic Stroke Patients with Large Artery Atherosclerosis
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Minwoo Lee, Jae-Sung Lim, Yerim Kim, Soo Hyun Park, Sang-Hwa Lee, Chulho Kim, Byung-Chul Lee, Kyung-Ho Yu, Jae-Jun Lee, and Mi Sun Oh
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stroke ,dementia ,apolipoprotein ,atherosclerosis ,Nutrition. Foods and food supply ,TX341-641 - Abstract
Background: We aimed to investigate the association between the ApoB/ApoA-I ratio and post-stroke cognitive impairment (PSCI) in patients with acute stroke of large artery atherosclerosis etiology. Methods: Prospective stroke registry data were used to consecutively enroll patients with acute ischemic stroke due to large artery atherosclerosis. Cognitive function assessments were conducted 3 to 6 months after stroke. PSCI was defined as a z-score of less than −2 standard deviations from age, sex, and education-adjusted means in at least one cognitive domain. The ApoB/ApoA-I ratio was calculated, and patients were categorized into five groups according to quintiles of the ratio. Logistic regression analyses were performed to assess the association between quintiles of the ApoB/ApoA-I ratio and PSCI. Results: A total of 263 patients were included, with a mean age of 65.9 ± 11.6 years. The median NIHSS score and ApoB/ApoA-I ratio upon admission were 2 (IQR, 1–5) and 0.81 (IQR, 0.76–0.88), respectively. PSCI was observed in 91 (34.6%) patients. The highest quintile (Q5) of the ApoB/ApoA-I ratio was a significant predictor of PSCI compared to the lowest quintile (Q1) (adjusted OR, 3.16; 95% CI, 1.19–8.41; p-value = 0.021) after adjusting for relevant confounders. Patients in the Q5 group exhibited significantly worse performance in the frontal domain. Conclusions: The ApoB/ApoA-I ratio in the acute stage of stroke independently predicted the development of PSCI at 3–6 months after stroke due to large artery atherosclerosis. Further, a high ApoB/ApoA-I ratio was specifically associated with frontal domain dysfunction.
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- 2023
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23. Effect of Cerebral Small Vessel Disease Burden on Infarct Growth Rate and Stroke Outcomes in Large Vessel Occlusion Stroke Receiving Endovascular Treatment
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Jong-Hee Sohn, Yejin Kim, Chulho Kim, Joo Hye Sung, Sang-Won Han, Yerim Kim, Soo-Hyun Park, Minwoo Lee, Kyung-Ho Yu, Jae Jun Lee, and Sang-Hwa Lee
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cerebral small vessel disease ,infarct growth ,large vessel occlusion ,stroke progression ,prognosis ,endovascular treatment ,Biology (General) ,QH301-705.5 - Abstract
This study aimed to investigate the association between cerebral small vessel disease (CSVD) burden and infarct growth rate (IGR) in patients with large vessel occlusion (LVO) stroke who underwent endovascular treatment (EVT). A retrospective analysis was conducted on a cohort of 495 patients with anterior circulation stroke who received EVT. CSVD burden was assessed using a CSVD score based on neuroimaging features. IGR was calculated from diffusion-weighted imaging (DWI) lesion volumes divided by the time from stroke onset to imaging. Clinical outcomes included stroke progression and functional outcomes at 3 months. Multivariate analyses were performed to assess the relationship between CSVD burden, IGR, and clinical outcomes. The fast IGR group had a higher proportion of high CSVD scores than the slow IGR group (24.4% vs. 0.8%, p < 0.001). High CSVD burden was significantly associated with a faster IGR (odds ratio [95% confidence interval], 26.26 [6.26–110.14], p < 0.001) after adjusting for confounding factors. High CSVD burden also independently predicted stroke progression and poor functional outcomes. This study highlights a significant relationship between CSVD burden and IGR in LVO stroke patients undergoing EVT. High CSVD burden was associated with faster infarct growth and worse clinical outcomes.
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- 2023
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24. Differential effects of body mass index on domain-specific cognitive outcomes after stroke
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Minwoo Lee, Mi Sun Oh, San Jung, Ju-Hun Lee, Chul-Ho Kim, Min Uk Jang, Young Eun Kim, Hee-Joon Bae, Jaeseol Park, Yeonwook Kang, Byung-Chul Lee, Jae-Sung Lim, and Kyung-Ho Yu
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Medicine ,Science - Abstract
Abstract Although the obesity paradox is an important modifiable factor in cardiovascular diseases, little research has been conducted to determine how it affects post-stroke cognitive function. We aimed to investigate the association between body mass index (BMI) and domain-specific cognitive outcomes, focusing on the subdivision of each frontal domain function in post-ischemic stroke survivors. A total of 335 ischemic stroke patients were included in the study after completion of the Korean-Mini Mental Status Examination (K-MMSE) and the vascular cognitive impairment harmonization standards neuropsychological protocol at 3 months after stroke. Frontal lobe functions were analyzed using semantic/phonemic fluency, processing speed, and mental set shifting. Our study participants were categorized into four groups according to BMI quartiles. The z-scores of K-MMSE at 3 months differed significantly between the groups after adjustment for initial stroke severity (p = 0.014). Global cognitive function in stroke survivors in the Q1 (the lowest quartile) BMI group was significantly lower than those in Q2 and Q4 (the highest quartile) BMI groups (K-MMSE z-scores, Q1: − 2.10 ± 3.40 vs. Q2: 0.71 ± 1.95 and Q4: − 1.21 ± 1.65). Controlled oral word association test findings indicated that phonemic and semantic word fluency was lower in Q4 BMI group participants than in Q2 BMI group participants (p = 0.016 and p = 0.023 respectively). BMI might differentially affect cognitive domains after ischemic stroke. Although being underweight may negatively affect global cognition post-stroke, obesity could induce frontal lobe dysfunctions, specifically phonemic and semantic word fluency.
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- 2021
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25. Effectiveness and safety of EVT in patients with acute LVO and low NIHSS
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Beom Joon Kim, Bijoy K. Menon, Joonsang Yoo, Jung Hoon Han, Bum Joon Kim, Chi Kyung Kim, Jae Guk Kim, Joon-Tae Kim, Hyungjong Park, Sung Hyun Baik, Moon-Ku Han, Jihoon Kang, Jun Yup Kim, Keon-Joo Lee, Jong-Moo Park, Kyusik Kang, Soo Joo Lee, Jae-Kwan Cha, Dae-Hyun Kim, Jin-Heon Jeong, Tai Hwan Park, Sang-Soon Park, Kyung Bok Lee, Jun Lee, Keun-Sik Hong, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi-Sun Oh, Dong-Eog Kim, Wi-Sun Ryu, Kang-Ho Choi, Jay Chol Choi, Joong-Goo Kim, Jee-Hyun Kwon, Wook-Joo Kim, Dong-Ick Shin, Kyu Sun Yum, Sung-Il Sohn, Jeong-Ho Hong, Chulho Kim, Sang-Hwa Lee, Juneyoung Lee, Mohammed A. Almekhlafi, Andrew Demchuk, and Hee-Joon Bae
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endovascular recanalization ,mild stroke ,low NIHSS score ,early neurological deterioration ,CRCS-K ,multicenter registry ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background and purposeThere is much uncertainty in endovascular treatment (EVT) decisions in patients with acute large vessel occlusion (LVO) and mild neurological deficits.MethodsFrom a prospective, nationwide stroke registry, all patients with LVO and baseline NIHSS
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- 2022
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26. Blood pressure variability is related to faster cognitive decline in ischemic stroke patients: PICASSO subanalysis
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Yerim Kim, Jae-Sung Lim, Mi Sun Oh, Kyung-Ho Yu, Ji Sung Lee, Jong-Ho Park, Yong-Jae Kim, Joung-Ho Rha, Yang-Ha Hwang, Sung Hyuk Heo, Seong Hwan Ahn, Ju-Hun Lee, and Sun U. Kwon
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Medicine ,Science - Abstract
Abstract Blood pressure variability (BPV) is associated with higher cardiovascular morbidity risks; however, its association with cognitive decline remains unclear. We investigated whether higher BPV is associated with faster declines in cognitive function in ischemic stroke (IS) patients. Cognitive function was evaluated between April 2010 and August 2015 using the Mini-mental State Examination (MMSE) and Montreal Cognitive Assessment in 1,240 Korean PICASSO participants. Patients for whom baseline and follow-up cognitive test results and at least five valid BP readings were available were included. A restricted maximum likelihood–based Mixed Model for Repeated Measures was used to compare changes in cognitive function over time. Among a total of 746 participants (64.6 ± 10.8 years; 35.9% female). Baseline mean-MMSE score was 24.9 ± 4.7. The median number of BP readings was 11. During a mean follow-up of 2.6 years, mean baseline and last follow-up MMSE scores were 25.4 ± 4.8 vs. 27.8 ± 4.4 (the lowest BPV group) and 23.9 ± 5.2 vs. 23.2 ± 5.9 (the highest BPV group). After adjusting for multiple variables, higher BPV was independently associated with faster cognitive decline over time. However, no significant intergroup difference in cognitive changes associated with mean systolic BP was observed. Further research is needed to elucidate how BPV might affect cognitive function.
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- 2021
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27. CHA2DS2-VASc score in acute ischemic stroke with atrial fibrillation: results from the Clinical Research Collaboration for Stroke in Korea
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Hak-Loh Lee, Joon-Tae Kim, Ji Sung Lee, Beom Joon Kim, Jong-Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Tai Hwan Park, Sang-Soon Park, Kyung Bok Lee, Jun Lee, Keun-Sik Hong, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Dong-Eog Kim, Wi-Sun Ryu, Jay Chol Choi, Jee-Hyun Kwon, Wook-Joo Kim, Dong-Ick Shin, Sung Il Sohn, Jeong-Ho Hong, Man-Seok Park, Kang-Ho Choi, Ki-Hyun Cho, Juneyoung Lee, and Hee-Joon Bae
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Medicine ,Science - Abstract
Abstract We investigated a multicenter registry to identify estimated event rates according to CHA2DS2-VASc scores in patients with acute ischemic stroke (AIS) and atrial fibrillation (AF). The additional effectiveness of antiplatelets (APs) plus oral anticoagulants (OACs) compared with OACs alone considering the CHA2DS2-VASc scores was also explored. This study retrospectively analyzed a multicenter stroke registry between Jan 2011 and Nov 2017, identifying patients with acute ischemic stroke with AF. The primary outcome event was a composite of recurrent stroke, myocardial infarction, and all-cause mortality within 1 year. A total of 7395 patients (age, 73 ± 10 years; men, 54.2%) were analyzed. The primary outcome events at one year ranged from 5.99% (95% CI 3.21–8.77) for a CHA2DS2-VASc score of 0 points to 30.45% (95% CI 24.93–35.97) for 7 or more points. After adjustments for covariates, 1-point increases in the CHA2DS2-VASc score consistently increased the risk of primary outcome events (aHR 1.10 [1.06–1.15]) at 1-year. Among OAC-treated patients at discharge (n = 5500), those treated with OAC + AP (vs. OAC alone) were more likely to experience vascular events, though among patients with a CHA2DS2-VASc score of 5 or higher, the risk of primary outcome in the OAC + AP group was comparable to that in the OAC alone group (Pint = 0.01). Our study found that there were significant associations of increasing CHA2DS2-VASc scores with the increasing risk of vascular events at 1-year in AIS with AF. Further study would be warranted.
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- 2021
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28. Effect of Heart Rate on 1‐Year Outcome for Patients With Acute Ischemic Stroke
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Keon‐Joo Lee, Beom Joon Kim, Moon‐Ku Han, Joon‐Tae Kim, Kang‐Ho Choi, Dong‐Ick Shin, Jae‐Kwan Cha, Dae‐Hyun Kim, Dong‐Eog Kim, Wi‐Sun Ryu, Jong‐Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Mi‐Sun Oh, Kyung‐Ho Yu, Byung‐Chul Lee, Keun‐Sik Hong, Yong‐Jin Cho, Jay Chol Choi, Tai Hwan Park, Sang‐Soon Park, Kyung Bok Lee, Jee‐Hyun Kwon, Wook‐Joo Kim, Sung Il Sohn, Jeong‐Ho Hong, Jun Lee, Ji Sung Lee, Juneyoung Lee, Philip B. Gorelick, and Hee‐Joon Bae
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acute ischemic stroke ,cohort study ,heart rate ,prognosis ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Previous literature about the effect of heart rate on poststroke outcomes is limited. We attempted to elucidate (1) whether heart rate during the acute period of ischemic stroke predicts subsequent major clinical events, (2) which heart rate parameter is best for prediction, and (3) what is the estimated heart rate cutoff point for the primary outcome. Methods and Results Eight thousand thirty‐one patients with acute ischemic stroke who were hospitalized within 48 hours of onset were analyzed retrospectively. Heart rates between the 4th and 7th day after onset were collected and heart rate parameters including mean, time‐weighted average, maximum, and minimum heart rate were evaluated. The primary outcome was the composite of recurrent stroke, myocardial infarction, and mortality up to 1 year after stroke onset. All heart rate parameters were associated with the primary outcome (P’s
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- 2022
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29. One‐Year Blood Pressure Trajectory After Acute Ischemic Stroke
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Keon‐Joo Lee, Beom Joon Kim, Moon‐Ku Han, Joon‐Tae Kim, Kang Ho Choi, Dong‐Ick Shin, Jae‐Kwan Cha, Dae‐Hyun Kim, Dong‐Eog Kim, Wi‐Sun Ryu, Jong‐Moo Park, Kyusik Kang, Soo Joo Lee, Mi‐Sun Oh, Kyung‐Ho Yu, Byung‐Chul Lee, Keun‐Sik Hong, Yong‐Jin Cho, Jay Chol Choi, Tai Hwan Park, Sang‐Soon Park, Jee‐Hyun Kwon, Wook‐Joo Kim, Jun Lee, Sung Il Sohn, Jeong‐Ho Hong, Kyung Bok Lee, Ji Sung Lee, Juneyoung Lee, Philip B. Gorelick, and Hee‐Joon Bae
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acute ischemic stroke ,blood pressure ,cohort study ,group‐based trajectory model ,prognosis ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Although the effect of blood pressure on poststroke outcome is well recognized, the long‐term trajectory of blood pressure after acute ischemic stroke and its influence on outcomes have not been studied well. Methods and Results We analyzed systolic blood pressure (SBP) measurements in 5514 patients with acute ischemic stroke at ≥2 of 7 prespecified time points during the first year after stroke among those enrolled in a multicenter prospective registry. Longitudinal SBPs were categorized using a group‐based trajectory model. The primary outcome was a composite of stroke recurrence, myocardial infarction, and all‐cause mortality up to 1 year after stroke. The study subjects were categorized into 4 SBP trajectory groups: low (27.0%), moderate (59.5%), persistently high (1.2%), and slowly dropping (12.4%). In the first 3 groups, SBP decreased during the first 3 to 7 days and remained steady thereafter. In the slowly dropping SBP group, SBPs decreased from 182 to 135 mm Hg during the first 30 days, then paralleled the trajectory of the moderate SBP group. Compared with the reference, the moderate SBP group, the slowly dropping SBP group was at higher risk for the primary outcome (adjusted hazard ratio [HR], 1.32; 95% CI, 1.05‒1.65) and mortality (adjusted HR, 1.35; 95% CI, 1.03‒1.78). Primary outcome rates were similarly high in the persistently high SBP group. Conclusions Four 1‐year longitudinal SBP trajectories were identified in patients with acute ischemic stroke. Patients in the slowly dropping SBP and persistently high SBP trajectory groups were prone to adverse cardiovascular outcomes after stroke.
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- 2022
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30. Association of ischemic stroke onset time with presenting severity, acute progression, and long-term outcome: A cohort study.
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Wi-Sun Ryu, Keun-Sik Hong, Sang-Wuk Jeong, Jung E Park, Beom Joon Kim, Joon-Tae Kim, Kyung Bok Lee, Tai Hwan Park, Sang-Soon Park, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Moon-Ku Han, Man Seok Park, Kang-Ho Choi, Juneyoung Lee, Jeffrey L Saver, Eng H Lo, Hee-Joon Bae, and Dong-Eog Kim
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Medicine - Abstract
BackgroundPreclinical data suggest circadian variation in ischemic stroke progression, with more active cell death and infarct growth in rodent models with inactive phase (daytime) than active phase (nighttime) stroke onset. We aimed to examine the association of stroke onset time with presenting severity, early neurological deterioration (END), and long-term functional outcome in human ischemic stroke.Methods and findingsIn a Korean nationwide multicenter observational cohort study from May 2011 to July 2020, we assessed circadian effects on initial stroke severity (National Institutes of Health Stroke Scale [NIHSS] score at admission), END, and favorable functional outcome (3-month modified Rankin Scale [mRS] score 0 to 2 versus 3 to 6). We included 17,461 consecutive patients with witnessed ischemic stroke within 6 hours of onset. Stroke onset time was divided into 2 groups (day-onset [06:00 to 18:00] versus night-onset [18:00 to 06:00]) and into 6 groups by 4-hour intervals. We used mixed-effects ordered or logistic regression models while accounting for clustering by hospitals. Mean age was 66.9 (SD 13.4) years, and 6,900 (39.5%) were women. END occurred in 2,219 (12.7%) patients. After adjusting for covariates including age, sex, previous stroke, prestroke mRS score, admission NIHSS score, hypertension, diabetes, hyperlipidemia, smoking, atrial fibrillation, prestroke antiplatelet use, prestroke statin use, revascularization, season of stroke onset, and time from onset to hospital arrival, night-onset stroke was more prone to END (adjusted incidence 14.4% versus 12.8%, p = 0.006) and had a lower likelihood of favorable outcome (adjusted odds ratio, 0.88 [95% CI, 0.79 to 0.98]; p = 0.03) compared with day-onset stroke. When stroke onset times were grouped by 4-hour intervals, a monotonic gradient in presenting NIHSS score was noted, rising from a nadir in 06:00 to 10:00 to a peak in 02:00 to 06:00. The 18:00 to 22:00 and 22:00 to 02:00 onset stroke patients were more likely to experience END than the 06:00 to 10:00 onset stroke patients. At 3 months, there was a monotonic gradient in the rate of favorable functional outcome, falling from a peak at 06:00 to 10:00 to a nadir at 22:00 to 02:00. Study limitations include the lack of information on sleep disorders and patient work/activity schedules.ConclusionsNight-onset strokes, compared with day-onset strokes, are associated with higher presenting neurologic severity, more frequent END, and worse 3-month functional outcome. These findings suggest that circadian time of onset is an important additional variable for inclusion in epidemiologic natural history studies and in treatment trials of neuroprotective and reperfusion agents for acute ischemic stroke.
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- 2022
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31. Network impact score is an independent predictor of post-stroke cognitive impairment: A multicenter cohort study in 2341 patients with acute ischemic stroke
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J. Matthijs Biesbroek, Nick A. Weaver, Hugo P. Aben, Hugo J. Kuijf, Jill Abrigo, Hee-Joon Bae, Mélanie Barbay, Jonathan G. Best, Régis Bordet, Francesca M. Chappell, Christopher P.L.H. Chen, Thibaut Dondaine, Ruben S. van der Giessen, Olivier Godefroy, Bibek Gyanwali, Olivia K.L. Hamilton, Saima Hilal, Irene M.C. Huenges Wajer, Yeonwook Kang, L. Jaap Kappelle, Beom Joon Kim, Sebastian Köhler, Paul L.M. de Kort, Peter J. Koudstaal, Gregory Kuchcinski, Bonnie Y.K. Lam, Byung-Chul Lee, Keon-Joo Lee, Jae-Sung Lim, Renaud Lopes, Stephen D.J. Makin, Anne-Marie Mendyk, Vincent C.T. Mok, Mi Sun Oh, Robert J. van Oostenbrugge, Martine Roussel, Lin Shi, Julie Staals, Maria del C. Valdés-Hernández, Narayanaswamy Venketasubramanian, Frans R.J. Verhey, Joanna M. Wardlaw, David J. Werring, Xu Xin, Kyung-Ho Yu, Martine J.E. van Zandvoort, Lei Zhao, and Geert Jan Biessels
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Post-stroke cognitive impairment ,Brain connectomics ,Ischaemic stroke ,Dementia ,Diffusion-weighted imaging ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: Post-stroke cognitive impairment (PSCI) is a common consequence of stroke. Accurate prediction of PSCI risk is challenging. The recently developed network impact score, which integrates information on infarct location and size with brain network topology, may improve PSCI risk prediction. Aims: To determine if the network impact score is an independent predictor of PSCI, and of cognitive recovery or decline. Methods: We pooled data from patients with acute ischemic stroke from 12 cohorts through the Meta VCI Map consortium. PSCI was defined as impairment in ≥ 1 cognitive domain on neuropsychological examination, or abnormal Montreal Cognitive Assessment. Cognitive recovery was defined as conversion from PSCI 24 months) and cognitive recovery or decline using logistic regression. Models were adjusted for age, sex, education, prior stroke, infarct volume, and study site. Results: We included 2341 patients with 4657 cognitive assessments. PSCI was present in 398/844 patients (47%) 24 months. Cognitive recovery occurred in 64/181 (35%) patients and cognitive decline in 26/287 (9%). The network impact score predicted PSCI in the univariable (OR 1.50, 95%CI 1.34–1.68) and multivariable (OR 1.27, 95%CI 1.10–1.46) GEE model, with similar ORs in the logistic regression models for specified post-stroke intervals. The network impact score was not associated with cognitive recovery or decline. Conclusions: The network impact score is an independent predictor of PSCI. As such, the network impact score may contribute to a more precise and individualized cognitive prognostication in patients with ischemic stroke. Future studies should address if multimodal prediction models, combining the network impact score with demographics, clinical characteristics and other advanced brain imaging biomarkers, will provide accurate individualized prediction of PSCI. A tool for calculating the network impact score is freely available at https://metavcimap.org/features/software-tools/lsm-viewer/.
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- 2022
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32. High Neutrophil–Lymphocyte Ratio Predicts Post-stroke Cognitive Impairment in Acute Ischemic Stroke Patients
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Minwoo Lee, Jae-Sung Lim, Chul-Ho Kim, Sang-Hwa Lee, Yerim Kim, Ju Hun Lee, Min Uk Jang, Mi Sun Oh, Byung-Chul Lee, and Kyung-Ho Yu
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neutrophil ,lymphocyte ,inflammation ,stroke ,cognitive impaiment ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background and Aims: Systemic inflammation is associated with an increased risk of cognitive impairment and dementia, but the associations between them in stroke patients are less clear. We examined the impact of systemic inflammation represented as the neutrophil-lymphocyte ratio (NLR) on the development of post-stroke cognitive impairment (PSCI) and domain-specific cognitive outcomes 3-month after ischemic stroke.Methods: Using prospective stroke registry data, we consecutively enrolled 345 participants with ischemic stroke whose cognitive functions were evaluated 3-month after stroke. Their cognition was assessed with the Korean version of the Vascular Cognitive Impairment Harmonization Standards and the Korean-Mini Mental Status Examination. PSCI was defined as a z-score of < -2 standard deviations for age, sex, and education adjusted means in at least one cognitive domain. The participants were categorized into five groups according to the quintiles of NLR (lowest NLR, Q1). The cross-sectional association between NLR and PSCI was assessed using multiple logistic regression, adjusting for age, sex, education, vascular risk factors, and stroke type.Results: A total of 345 patients were enrolled. The mean age was 63.0 years and the median NIHSS score and NLR were 2 [1–4] and 2.26 [1.65–2.91], respectively. PSCI was identified in 71 (20.6%) patients. NLR was a significant predictor for PSCI both as a continuous variable (adjusted OR, 1.14; 95% CI, 1.00–1.31) and as a categorical variable (Q5, adjusted OR, 3.26; 95% CI, 1.17–9.08). Patients in the Q5 group (NLR ≥ 3.80) showed significantly worse performance in global cognition and in visuospatial and memory domains.Conclusions: NLR in the acute stage of ischemic stroke was independently associated with PSCI at 3 months after stroke, and high NLR was specifically associated with cognitive dysfunction in the memory and visuospatial domains. Thus, systemic inflammation may be a modifiable risk factor that may influence cognitive outcomes after stroke.
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- 2021
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33. Estimation of Acute Infarct Volume with Reference Maps: A Simple Visual Tool for Decision Making in Thrombectomy Cases
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Dong-Eog Kim, Wi-Sun Ryu, Dawid Schellingerhout, Han‐Gil Jeong, Paul Kim, Sang-Wuk Jeong, Man-Seok Park, Kang-Ho Choi, Joon-Tae Kim, Beom Joon Kim, Moon-Ku Han, Jun Lee, Jae-Kwan Cha, Dae-Hyun Kim, Hyun-Wook Nah, Soo Joo Lee, Jae Guk Kim, Keun-Sik Hong, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi-Sun Oh, Jong-Moo Park, Kyusik Kang, Kyung Bok Lee, Tai Hwan Park, Sang-Soon Park, Yong-Seok Lee, and Hee-Joon Bae
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diffusion magnetic resonance imaging ,cerebral infarction ,thrombectomy ,infarct volume ,reference standards ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose Thrombectomy within 24 hours can improve outcomes in selected patients with a clinical-infarct mismatch. We devised an easy-to-use visual estimation tool that allows infarct volume estimation in centers with limited resources. Methods We identified 1,031 patients with cardioembolic or large-artery atherosclerosis infarction on diffusion-weighted images (DWIs) obtained before recanalization therapy and within 24 hours of onset, and occlusion of the internal carotid or middle cerebral artery. Acute DWIs were mapped onto a standard template and used to create visual reference maps with known lesion volumes, which were then used in a validation study (with 130 cases) against software estimates of infarct volume. Results The DWI reference map chart comprises 144 maps corresponding to 12 different infarct volumes (0.5, 1, 2, 3, 5, 7, 9, 11, 13, 15, 17, and 19 mL) in each of 12 template slices (Montreal Neurological Institute z-axis –15 to 51 mm). Infarct volume in a patient is estimated by selecting a slice with a similar infarct size at the corresponding z-axis level on the reference maps and then adding up over all slices. The method yielded good correlations to software volumetrics and was easily learned by both experienced and junior physicians, with approximately 1 to 2 minutes spent per case. The sensitivity, specificity, and accuracy for detecting threshold infarct volumes (90%). Conclusions We developed easy-to-use reference maps that allow prompt and reliable visual estimation of infarct volumes for triaging patients to thrombectomy in acute stroke.
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- 2019
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34. Futile reperfusion and predicted therapeutic benefits after successful endovascular treatment according to initial stroke severity
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Sang-Hwa Lee, Beom Joon Kim, Moon-Ku Han, Tai Hwan Park, Kyung Bok Lee, Byung-Chul Lee, Kyung-Ho Yu, Mi Sun Oh, Jae Kwan Cha, Dae-Hyun Kim, Hyun-Wook Nah, Jun Lee, Soo Joo Lee, Jae Guk Kim, Jong-Moo Park, Kyusik Kang, Yong-Jin Cho, Keun-Sik Hong, Hong-Kyun Park, Jay Chol Choi, Joon-Tae Kim, Kangho Choi, Dong-Eog Kim, Wi-Sun Ryu, Wook-Joo Kim, Dong-Ick Shin, Minju Yeo, Sung-Il Sohn, Jeong-Ho Hong, Juneyoung Lee, Ji Sung Lee, Pooja Khatri, and Hee-Joon Bae
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Futile reperfusion ,Endovascular treatment ,Stroke severity ,Therapeutic benefit ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Futile reperfusion (poor functional status despite successful reperfusion) was observed in up to 67% of patients enrolled in recent endovascular treatment (EVT) clinical trials. We investigated the impact of baseline stroke severity on both futile reperfusion and therapeutic benefit of successful EVT. Methods Using a prospective multicenter stroke registry, we identified consecutive ischemic stroke patients with anterior circulation large artery occlusion, who were reperfused successfully by EVT (Thrombolysis in Cerebral Infarction grade 2b–3). The rate of futile reperfusion was assessed across the initial National Institutes of Health Stroke Scale (NIHSS) scores. The frequency of poor outcomes (modified Rankin scale [mRS] 3–6) according to NIHSS scores was compared between patients revascularized successfully by EVT and those who did not receive EVT, after standardizing for age. Results Among 21,591 patients with ischemic stroke, 972 (4.5%) received EVT within 12 h of onset, including 440 who met study eligibility criteria. Futile reperfusion was observed in 226 of the 440 study-eligible patients (51.4%) and was associated with stroke severity: 20.9% in NIHSS scores ≤5, 34.6% in 6–10, 58.9% in 11–20, and 63.8% in > 20 (p 20. Conclusions EVT is more beneficial with increasing stroke severity, although futile reperfusion also increases with higher stroke severity.
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- 2019
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35. Treatment Intensification for Elevated Blood Pressure and Risk of Recurrent Stroke
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Beom Joon Kim, Yong‐Jin Cho, Keun‐Sik Hong, Jun Lee, Joon‐Tae Kim, Kang Ho Choi, Tai Hwan Park, Sang‐Soon Park, Jong‐Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Jae‐Kwan Cha, Dae‐Hyun Kim, Byung‐Chul Lee, Kyung‐Ho Yu, Mi‐Sun Oh, Dong‐Eog Kim, Wi‐Sun Ryu, Jay Chol Choi, Wook‐Joo Kim, Dong‐Ick Shin, Sung Il Sohn, Jeong‐Ho Hong, Ji Sung Lee, Juneyoung Lee, Moon‐Ku Han, Philip B. Gorelick, and Hee‐Joon Bae
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clinical inertia ,hypertension ,prevention ,stroke ,treatment intensification ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background It remains unclear whether physicians' attitudes toward timely management of elevated blood pressure affect the risk of stroke recurrence. Methods and Results From a multicenter stroke registry database, we identified 2933 patients with acute ischemic stroke who were admitted to participating centers in 2011, survived at the 1‐year follow‐up period, and returned to outpatient clinics ≥2 times after discharge. As a surrogate measure of physicians' attitude, individual treatment intensification (TI) scores were calculated by dividing the difference between the frequencies of observed and expected medication changes by the frequency of clinic visits and categorizing them into 5 groups. The association between TI groups and the recurrence of stroke within 1 year was analyzed using hierarchical frailty models, with adjustment for clustering within each hospital and relevant covariates. Mean±SD of the TI score was −0.13±0.28. The TI score groups were significantly associated with increased risk of recurrent stroke compared with Group 3 (TI score range, −0.25 to 0); Group 1 (range, −1 to −0.5), adjusted hazard ratio (HR) 13.43 (95% CI, 5.95–30.35); Group 2 (range, −0.5 to −0.25), adjusted HR 4.59 (95% CI, 2.01–10.46); and Group 4 (TI score 0), adjusted HR 6.60 (95% CI, 3.02–14.45); but not with Group 5 (range, 0–1), adjusted HR 1.68 (95% CI, 0.62–4.56). This elevated risk in the lowest TI score groups persisted when confining analysis to those with hypertension, history of blood pressure‐lowering medication, no atrial fibrillation, and regular clinic visits and stratifying the subjects by functional capacity at discharge. Conclusions A low TI score, which implies physicians' therapeutic inertia in blood pressure management, was associated with a higher risk of recurrent stroke. The TI score may be a useful performance indicator in the outpatient clinic setting to prevent recurrent stroke.
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- 2021
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36. Five‐Year Risk of Acute Myocardial Infarction After Acute Ischemic Stroke in Korea
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Keon‐Joo Lee, Seong‐Eun Kim, Jun Yup Kim, Jihoon Kang, Beom Joon Kim, Moon‐Ku Han, Kang‐Ho Choi, Joon‐Tae Kim, Dong‐Ick Shin, Jae‐Kwan Cha, Dae‐Hyun Kim, Dong‐Eog Kim, Wi‐Sun Ryu, Jong‐Moo Park, Kyusik Kang, Jae Guk Kim, Soo Joo Lee, Mi‐Sun Oh, Kyung‐Ho Yu, Byung‐Chul Lee, Hong‐Kyun Park, Keun‐Sik Hong, Yong‐Jin Cho, Jay Chol Choi, Sung Il Sohn, Jeong‐Ho Hong, Moo‐Seok Park, Tai Hwan Park, Sang‐Soon Park, Kyung Bok Lee, Jee‐Hyun Kwon, Wook‐Joo Kim, Jun Lee, Ji Sung Lee, Juneyoung Lee, Philip B. Gorelick, and Hee‐Joon Bae
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acute ischemic stroke ,acute myocardial infarction ,coronary heart disease ,prospective cohort study ,risk factors ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background The long‐term incidence of acute myocardial infarction (AMI) in patients with acute ischemic stroke (AIS) has not been well defined in large cohort studies of various race‐ethnic groups. Methods and Results A prospective cohort of patients with AIS who were registered in a multicenter nationwide stroke registry (CRCS‐K [Clinical Research Collaboration for Stroke in Korea] registry) was followed up for the occurrence of AMI through a linkage with the National Health Insurance Service claims database. The 5‐year cumulative incidence and annual risk were estimated according to predefined demographic subgroups, stroke subtypes, a history of coronary heart disease (CHD), and known risk factors of CHD. A total of 11 720 patients with AIS were studied. The 5‐year cumulative incidence of AMI was 2.0%. The annual risk was highest in the first year after the index event (1.1%), followed by a much lower annual risk in the second to fifth years (between 0.16% and 0.27%). Among subgroups, annual risk in the first year was highest in those with a history of CHD (4.1%) compared with those without a history of CHD (0.8%). The small‐vessel occlusion subtype had a much lower incidence (0.8%) compared with large‐vessel occlusion (2.2%) or cardioembolism (2.4%) subtypes. In the multivariable analysis, history of CHD (hazard ratio, 2.84; 95% CI, 2.01–3.93) was the strongest independent predictor of AMI after AIS. Conclusions The incidence of AMI after AIS in South Korea was relatively low and unexpectedly highest during the first year after stroke. CHD was the most substantial risk factor for AMI after stroke and conferred an approximate 5‐fold greater risk.
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- 2021
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37. Serum Homocysteine Is Associated With HDL Only in Stroke Patients With Small Vessel Occlusion
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Yerim Kim, Ju-Hun Lee, Sang-Hwa Lee, Yeo Jin Kim, Chulho Kim, Min Uk Jang, San Jung, Jae-Sung Lim, Mi Sun Oh, Kyung-Ho Yu, and Byung-Chul Lee
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HDL ,cholesterol ,lipid metabolism ,homocysteine ,brain ischemia ,stroke ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: Although controversial, homocysteine (Hcy) and lipid parameters have been associated with particular stroke subtypes. However, there are limited studies concerning the relationship between Hcy and lipid levels in acute ischemic stroke (AIS). We evaluated the impact of Hcy levels on lipid profiles in terms of specific stroke subtypes.Methods: A total of 2,324 patients with first-ever AIS were recruited from two hospitals in South Korea. The exclusion criteria were as follows: (a) pre-stroke modified Rankin scale (mRS) ≥ 1, (b) undetermined or other stroke etiology, and (c) absence of Hcy data. Among the 1,580 eligible patients, the Hcy level was divided into tertile groups. Logistic regression was used to assess association of Hcy levels with lipid levels by stroke subtypes.Results: Significant downward trends in total cholesterol, low-density lipoprotein (LDL), and high-density lipoprotein (HDL) were only observed in patients with small vessel occlusion (SVO) as Hcy increased. In logistic regression analysis, while in patients with SVO subtype, the highest level of Hcy tertiles (OR = 1.648, 95% CI = 1.047–2.594) was associated with the lower HDL level (≤40 mg/dL), the significance disappeared in patients with LAA and CE subtypes.Conclusion: Although our study does not demonstrate causal relationship, we suggest that Hcy might play a mediating role between HDL and SVO stroke development. To clarify the role of Hcy on AIS, this study will provide academic support for designing future research.
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- 2020
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38. Development of stroke identification algorithm for claims data using the multicenter stroke registry database.
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Jun Yup Kim, Keon-Joo Lee, Jihoon Kang, Beom Joon Kim, Moon-Ku Han, Seong-Eun Kim, Heeyoung Lee, Jong-Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Tai Hwan Park, Moo-Seok Park, Sang-Soon Park, Kyung Bok Lee, Hong-Kyun Park, Yong-Jin Cho, Keun-Sik Hong, Kang-Ho Choi, Joon-Tae Kim, Dong-Eog Kim, Wi-Sun Ryu, Jay Chol Choi, Mi-Sun Oh, Kyung-Ho Yu, Byung-Chul Lee, Kwang-Yeol Park, Ji Sung Lee, Sujung Jang, Jae Eun Chae, Juneyoung Lee, Hee-Joon Bae, and CRCS-K investigators
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Medicine ,Science - Abstract
BACKGROUND:Identifying acute ischemic stroke (AIS) among potential stroke cases is crucial for stroke research based on claims data. However, the accuracy of using the diagnostic codes of the International Classification of Diseases 10th revision was less than expected. METHODS:From the National Health Insurance Service (NHIS) claims data, stroke cases admitted to the hospitals participating in the multicenter stroke registry (Clinical Research Collaboration for Stroke in Korea, CRCS-K) during the study period with principal or additional diagnosis codes of I60-I64 on the 10th revision of International Classification of Diseases were extracted. The datasets were randomly divided into development and validation sets with a ratio of 7:3. A stroke identification algorithm using the claims data was developed and validated through the linkage between the extracted datasets and the registry database. RESULTS:Altogether, 40,443 potential cases were extracted from the NHIS claims data, of which 31.7% were certified as AIS through linkage with the CRCS-K database. We selected 17 key identifiers from the claims data and developed 37 conditions through combinations of those key identifiers. The key identifiers comprised brain CT, MRI, use of tissue plasminogen activator, endovascular treatment, carotid endarterectomy or stenting, antithrombotics, anticoagulants, etc. The sensitivity, specificity, and diagnostic accuracy of the algorithm were 81.2%, 82.9%, and 82.4% in the development set, and 80.2%, 82.0%, and 81.4% in the validation set, respectively. CONCLUSIONS:Our stroke identification algorithm may be useful to grasp stroke burden in Korea. However, further efforts to refine the algorithm are necessary.
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- 2020
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39. Impact of 25-Hydroxyvitamin D on the Prognosis of Acute Ischemic Stroke: Machine Learning Approach
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Chulho Kim, Sang-Hwa Lee, Jae-Sung Lim, Yerim Kim, Min Uk Jang, Mi Sun Oh, San Jung, Ju-Hun Lee, Kyung-Ho Yu, and Byung-Chul Lee
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vitamin D ,cerebral infarction ,stroke ,outcome assessment ,machine learning ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background and Purpose: Vitamin D is a predictor of poor outcome for cardiovascular disease. We evaluated whether serum 25-hydroxyvitamin D level was associated with poor outcome in patients with acute ischemic stroke (AIS) using machine learning approach.Materials and Methods: We studied a total of 328 patients within 7 days of AIS onset. Serum 25-hydroxyvitamin D level was obtained within 24 h of hospital admission. Poor outcome was defined as modified Rankin Scale score of 3–6. Logistic regression and extreme gradient boosting algorithm were used to assess association of 25-hydroxyvitamin D with poor outcome. Prediction performances were compared with area under ROC curve and F1 score.Results: Mean age of patients was 67.6 ± 13.3 years. Of 328 patients, 59.1% were men. Median 25-hydroxyvitamin D level was 10.4 (interquartile range, 7.1–14.8) ng/mL and 47.2% of patients were 25-hydroxyvitamin D-deficient (
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- 2020
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40. Nationwide Estimation of Eligibility for Endovascular Thrombectomy Based on the DAWN Trial
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Keon-Joo Lee, Beom Joon Kim, Dong-Eog Kim, Wi-Sun Ryu, Moon-Ku Han, Joon-Tae Kim, Kang-Ho Choi, Ki-Hyun Cho, Jae-Kwan Cha, Dae-Hyun Kim, Hyun-Wook Nah, Jong-Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Mi-Sun Oh, Kyung-Ho Yu, Byung-Chul Lee, Keun-Sik Hong, Yong-Jin Cho, Tai Hwan Park, Kyung Bok Lee, Jun Lee, Ji Sung Lee, Juneyoung Lee, and Hee-Joon Bae
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2018
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41. Effects of Glycemic Gap on Post-Stroke Cognitive Impairment in Acute Ischemic Stroke Patients
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Minwoo Lee, Jae-Sung Lim, Yerim Kim, Ju Hun Lee, Chul-Ho Kim, Sang-Hwa Lee, Min Uk Jang, Mi Sun Oh, Byung-Chul Lee, and Kyung-Ho Yu
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glycemic gap ,hemoglobin A1c ,stroke ,cerebral infarction ,cognitive impairment ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Background: Post-stroke hyperglycemia is a frequent finding in acute ischemic stroke patients and is associated with poor functional and cognitive outcomes. However, it is unclear as to whether the glycemic gap between the admission glucose and HbA1c-derived estimated average glucose (eAG) is associated with post-stroke cognitive impairment (PSCI). Methods: We enrolled acute ischemic stroke patients whose cognitive functions were evaluated three months after a stroke using the Korean version of the vascular cognitive impairment harmonization standards neuropsychological protocol (K-VCIHS-NP). The development of PSCI was defined as having z-scores of less than −2 standard deviations in at least one cognitive domain. The participants were categorized into three groups according to the glycemic gap status: non-elevated (initial glucose − eAG ≤ 0 mg/dL), mildly elevated (0 mg/dL < initial glucose − eAG < 50 mg/dL), and severely elevated (50 mg/dL ≤ initial glucose − eAG). Results: A total of 301 patients were enrolled. The mean age was 63.1 years, and the median National Institute of Health Stroke Scale (NIHSS) score was two (IQR: 1–4). In total, 65 patients (21.6%) developed PSCI. In multiple logistic regression analyses, the severely elevated glycemic gap was a significant predictor for PSCI after adjusting for age, sex, education level, initial stroke severity, Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification, and left hemispheric lesion (aOR: 3.65, p-value = 0.001). Patients in the severely elevated glycemic gap group showed significantly worse performance in the frontal and memory domains. Conclusions: In conclusion, our study demonstrated that an elevated glycemic gap was significantly associated with PSCI three months after a stroke, with preferential involvement of frontal and memory domain dysfunctions.
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- 2021
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42. Association between Geriatric Nutritional Risk Index and Post-Stroke Cognitive Outcomes
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Minwoo Lee, Jae-Sung Lim, Yerim Kim, Ju Hun Lee, Chul-Ho Kim, Sang-Hwa Lee, Min Uk Jang, Mi Sun Oh, Byung-Chul Lee, and Kyung-Ho Yu
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geriatric nutritional risk index ,nutrition ,stroke ,cerebral infarction ,cognitive impairment ,Nutrition. Foods and food supply ,TX341-641 - Abstract
Background: It is not yet clear whether nutritional status is associated with post-stroke cognitive impairment (PSCI). We examined the geriatric nutritional risk index (GNRI) on the domain-specific cognitive outcomes 3 months after a stroke. Methods: A total of 344 patients with acute ischemic stroke were included for the analysis. The GNRI was calculated as 1.489 × serum albumin (g/L) + 41.7 × admission weight (kg)/ideal body weight (kg) and was dichotomized according to the prespecified cut-off points for no risk and any risks. The primary outcome was PSCI, defined as having adjusted z-scores of less than −2 standard deviations in at least one cognitive domain: executive/activation, memory, visuospatial and language. Multiple logistic regression and linear regression analyses were performed to investigate the association between the GNRI and cognitive outcomes. Results: Seventy (20.3%) patients developed PSCI 3 months after a stroke. The mean GNRI was 106.1 ± 8.6, and 59 (17.2%) patients had low (p-value = 0.03; β = 0.03, p-value = 0.03, respectively). Conclusions: A low GNRI was independently associated with the development of PSCI at 3 months after an ischemic stroke. The GNRI scores were specifically associated with the z-scores of the global cognition and frontal domain cognitive outcomes.
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- 2021
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43. Prestroke Antiplatelet Effect on Symptomatic Intracranial Hemorrhage and Functional Outcome in Intravenous Thrombolysis
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Jay Chol Choi, Ji Sung Lee, Tai Hwan Park, Yong-Jin Cho, Jong-Moo Park, Kyusik Kang, Kyung Bok Lee, Soo Joo Lee, Jae Guk Kim, Jun Lee, Man-Seok Park, Kang-Ho Choi, Joon-Tae Kim, Kyung-Ho Yu, Byung-Chul Lee, Mi-Sun Oh, Jae-Kwan Cha, Dae-Hyun Kim, Hyun-Wook Nah, Dong-Eog Kim, Wi-Sun Ryu, Beom Joon Kim, Hee-Joon Bae, Wook-Joo Kim, Dong-Ick Shin, Min-Ju Yeo, Sung Il Sohn, Jeong-Ho Hong, Juneyoung Lee, and Keun-Sik Hong
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stroke ,thrombolytic therapy ,platelet aggregation inhibitors ,outcome assessment ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose About 30%-40% of stroke patients are taking antiplatelet at the time of their strokes, which might increase the risk of symptomatic intracranial hemorrhage (SICH) with intravenous tissue plasminogen activator (IV-TPA) therapy. We aimed to assess the effect of prestroke antiplatelet on the SICH risk and functional outcome in Koreans treated with IV-TPA. Methods From a prospective stroke registry, we identified patients treated with IV-TPA between October 2009 and November 2014. Prestroke antiplatelet use was defined as taking antiplatelet within 7 days before the stroke onset. The primary outcome was SICH. Secondary outcomes were discharge modified Rankin Scale (mRS) score and in-hospital mortality. Results Of 1,715 patients treated with IV-TPA, 441 (25.7%) were on prestroke antiplatelet. Prestroke antiplatelet users versus non-users were more likely to be older, to have multiple vascular risk factors. Prestroke antiplatelet use was associated with an increased risk of SICH (5.9% vs. 3.0%; adjusted odds ratio [OR] 1.79 [1.05-3.04]). However, at discharge, the two groups did not differ in mRS distribution (adjusted OR 0.90 [0.72-1.14]), mRS 0-1 outcome (34.2% vs. 33.7%; adjusted OR 1.27 [0.94-1.72), mRS 0-2 outcome (52.4% vs. 52.9%; adjusted OR 1.21 [0.90-1.63]), and in-hospital mortality (6.1% vs. 4.2%; adjusted OR 1.19 [0.71-2.01]). Conclusions Despite an increased risk of SICH, prestroke antiplatelet users compared to non-users had comparable functional outcomes and in-hospital mortality with IV-TPA therapy. Our results support the use of IV-TPA in eligible patients taking antiplatelet therapy before their stroke onset.
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- 2016
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44. Update of the Korean Clinical Practice Guidelines for Endovascular Recanalization Therapy in Patients with Acute Ischemic Stroke
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Keun-Sik Hong, Sang-Bae Ko, Kyung-Ho Yu, Cheolkyu Jung, Sukh Que Park, Byung Moon Kim, Chul-Hoon Chang, Hee-Joon Bae, Ji Hoe Heo, Chang Wan Oh, Byung-Chul Lee, Bum-Tae Kim, Bum-soo Kim, Chin-Sang Chung, Byung-Woo Yoon, and Joung-Ho Rha
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guidelines ,acute ischemic stroke ,large cerebral artery occlusion ,thrombolysis ,reperfusion ,endovascular recanalization therapy ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Patients with severe stroke due to acute large cerebral artery occlusion are likely to be severely disabled or dead without timely reperfusion. Previously, intravenous tissue plasminogen activator (IV-TPA) within 4.5 hours after stroke onset was the only proven therapy, but IV-TPA alone does not sufficiently improve the outcome of patients with acute large artery occlusion. With the introduction of the advanced endovascular therapy, which enables more fast and more successful recanalization, recent randomized trials consecutively and consistently demonstrated the benefit of endovascular recanalization therapy (ERT) when added to IV-TPA. Accordingly, to update the recommendations, we assembled members of the writing committee appointed by the Korean Stroke Society, the Korean Society of Interventional Neuroradiology, and the Society of Korean Endovascular Neurosurgeons. Reviewing the evidences that have been accumulated, the writing members revised recommendations, for which formal consensus was achieved by convening a panel composed of 34 experts from the participating academic societies. The current guideline provides the evidence-based recommendations for ERT in patients with acute large cerebral artery occlusion regarding patient selection, treatment modalities, neuroimaging evaluation, and system organization.
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- 2016
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45. Simple Estimates of Symptomatic Intracranial Hemorrhage Risk and Outcome after Intravenous Thrombolysis Using Age and Stroke Severity
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Hye Jung Lee, Ji Sung Lee, Jay Chol Choi, Yong-Jin Cho, Beom Joon Kim, Hee-Joon Bae, Dong-Eog Kim, Wi-Sun Ryu, Jae-Kwan Cha, Dae Hyun Kim, Hyun-Wook Nah, Kang-Ho Choi, Joon-Tae Kim, Man-Seok Park, Jeong-Ho Hong, Sung Il Sohn, Kyusik Kang, Jong-Moo Park, Wook-Joo Kim, Jun Lee, Dong-Ick Shin, Min-Ju Yeo, Kyung Bok Lee, Jae Guk Kim, Soo Joo Lee, Byung-Chul Lee, Mi Sun Oh, Kyung-Ho Yu, Tai Hwan Park, Juneyoung Lee, and Keun-Sik Hong
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2017
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46. Hemispheric Asymmetry of White Matter Hyperintensity in Association With Lacunar Infarction
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Wi‐Sun Ryu, Dawid Schellingerhout, Hee‐Seung Ahn, Soo‐Hyun Park, Keun‐Sik Hong, Sang‐Wuk Jeong, Man‐Seok Park, Kang‐Ho Choi, Joon‐Tae Kim, Beom Joon Kim, Moon‐Ku Han, Jun Lee, Jae‐Kwan Cha, Dae‐Hyun Kim, Hyun‐Wook Nah, Soo Joo Lee, Yong‐Jin Cho, Byung‐Chul Lee, Kyung‐Ho Yu, Mi‐Sun Oh, Jong‐Moo Park, Kyusik Kang, Kyung Bok Lee, Tai‐Hwan Park, Sang‐Soon Park, Eric E. Smith, Juneyoung Lee, Hee‐Joon Bae, and Dong‐Eog Kim
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asymmetry ,lacunar infarct ,lacunar stroke ,leukoaraiosis ,magnetic resonance imaging ,white matter disease ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background White matter hyperintensities (WMHs) are commonly asymmetric between hemispheres but for unknown reasons. We investigated asymmetric WMHs associated with lacunar infarcts. Methods and Results A total of 267 consecutive patients with small first‐ever supratentorial infarcts (≤20 mm) were included. None had a relevant vascular stenosis. WMH asymmetry was measured based on the hemispheric difference of a modified Scheltens scale score (≥3 defined as asymmetric). We analyzed the association of the hemispheric WMH asymmetry with old silent lacunar infarcts or acute lacunar infarcts. We compared lesion frequency maps between groups and generated t‐statistics maps. The mean age of patients was 64 years, and 63% were men. Asymmetric WMH was more than 3‐fold as frequent (P
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- 2018
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47. Identifying Target Risk Factors Using Population Attributable Risks of Ischemic Stroke by Age and Sex
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Tai Hwan Park, Youngchai Ko, Soo Joo Lee, Kyung Bok Lee, Jun Lee, Moon-Ku Han, Jong-Moo Park, Yong-Jin Cho, Keun-Sik Hong, Dae-Hyun Kim, Jae-Kwan Cha, Mi-Sun Oh, Kyung-Ho Yu, Byung-Chul Lee, Byung-Woo Yoon, Ji Sung Lee, Juneyoung Lee, and Hee-Joon Bae
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population attributable risk ,ischemic stroke ,risk factor ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose Estimating age- and sex-specific population attributable risks (PARs) of major risk factors for stroke may be a useful strategy to identify risk factors for targeting preventive strategies. Methods For this case-control matched study, consecutive patients aged 18-90 years and admitted to nine nationwide hospitals with acute ischemic stroke between December 2008 and June 2010, were enrolled as cases. Controls, individually matched by age and sex, were chosen from the 4th Korean National Health & Nutrition Examination Survey (2008-2010). Based on odds ratios and prevalence, standardized according to the age and sex structure of the Korean population, PARs of major risk factors were estimated according to age (young, ≤ 45; middle-aged, 46-65; and elderly, ≥ 66 years) and sex subgroups. Results In 4,743 matched case-control sets, smoking (PAR, 45.1%) was the greatest contributing risk factor in young men, followed by hypertension (28.5%). In middle-aged men, the greatest contributing factors were smoking (37.4%), hypertension (22.7%), and diabetes (14.6%), whereas in women the greatest factors were hypertension (22.7%) and stroke history (10.6%). In the elderly, hypertension was the leading factor in men (23.7%) and women (23.4%). Other noticeable factors were stroke history (men, 19.7%; women, 17.3%) and diabetes (men, 12.5%; women, 15.1%). In young women, risk factors with a PAR greater than 10% were not found. Conclusions Smoking cessation in young people and hypertension and diabetes control in older people may be effective in reducing the burden of stroke on the population. In the elderly, secondary prevention could also be emphasized.
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- 2015
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48. Intravenous Tissue Plasminogen Activator Improves the Outcome in Very Elderly Korean Patients with Acute Ischemic Stroke
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Jay Chol Choi, Ji Sung Lee, Tai Hwan Park, Sang-Soon Park, Yong-Jin Cho, Jong-Moo Park, Kyusik Kang, Kyung Bok Lee, Soo-Joo Lee, Youngchai Ko, Jae Guk Kim, Jun Lee, Ki-Hyun Cho, Joon-Tae Kim, Kyung-Ho Yu, Byung-Chul Lee, Mi-Sun Oh, Jae-Kwan Cha, Dae-Hyun Kim, Hyun-Wook Nah, Dong-Eog Kim, Wi-Sun Ryu, Beom Joon Kim, Hee-Joon Bae, Wook-Joo Kim, Dong-Ick Shin, Min-Ju Yeo, Sung Il Sohn, Jeong-Ho Hong, Juneyoung Lee, and Keun-Sik Hong
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elderly ,ischemic stroke ,thrombolytic therapy ,outcome assessment ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose In a recent pooled analysis of randomized clinical trials (RCTs), intravenous tissue plasminogen activator (TPA) improves the outcome in patients aged ≥80 years. However, it is uncertain whether the findings are applicable to clinical practice in Asian populations. Methods From a multicenter stroke registry database of Korea, we identified patients with acute ischemic stroke who were aged ≥ 80 years. Using multivariable analysis and propensity score (PS)-matched analyses, we assessed the effectiveness and safety of intravenous TPA within 4.5 hours. Results Among 2,334 patients who met the eligible criteria, 236 were treated with intravenous TPA (mean age, 83±5; median NIHSS, 13 [IQR, 8-17]). At discharge, the TPA group compared to the no-TPA group had a favorable shift on the modified Rankin Scale (mRS) score (multivariable analysis, OR [95% CI], 1.51 [1.17-1.96], P=0.002; PS-matched analysis, 1.54 [1.17-2.04], P=0.002) and was more likely to achieve mRS 0-1 outcome (multivariable analysis, 2.00 [1.32-3.03], P=0.001; PS-matched analysis, 1.59 [1.04-2.42], P=0.032). TPA treatment was associated with an increased risk of symptomatic intracranial hemorrhage (multivariable analysis, 5.45 [2.80-10.59], P
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- 2015
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49. Endovascular Recanalization Therapy in Acute Ischemic Stroke: Updated Meta-analysis of Randomized Controlled Trials
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Keun-Sik Hong, Sang-Bae Ko, Ji Sung Lee, Kyung-Ho Yu, and Joung-Ho Rha
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acute ischemic stroke ,intra-arterial ,thrombolysis ,thrombectomy ,meta-analysis ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose Recent randomized clinical trials (RCTs) have demonstrated benefits of endovascular recanalization therapy (ERT) contrary to earlier trials. We aimed to estimate the benefits of ERT added to standard therapy in acute ischemic stroke. Methods From a literature search of RCTs testing ERT, we performed a meta-analysis to estimate an overall efficacy and safety of ERT for all trials, stent-retriever trials, and RCTs comparing ERT and intravenous tissue plasminogen activator (IV-TPA). Results We identified 15 relevant RCTs including 2,899 patients. For all trials, ERT was associated with increased good outcomes (odds ratio [OR] 1.79; 95% confidence interval [CI] 1.34, 2.40; P
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- 2015
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50. Updated Korean Clinical Practice Guidelines on Decompressive Surgery for Malignant Middle Cerebral Artery Territory Infarction
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Dae-Hyun Kim, Sang-Bae Ko, Jae-Kwan Cha, Keun-Sik Hong, Kyung-Ho Yu, Ji Hoe Heo, Sun-Uck Kwon, Hee-Joon Bae, Byung-Chul Lee, Byung-Woo Yoon, Jeong Eun Kim, Hyun-Seung Kang, Dae-Hee Seo, Sukh-Que Park, Seung Hun Sheen, Hyun Sun Park, Sung Don Kang, Jae Min Kim, Chang Wan Oh, In Sung Park, and Joung-Ho Rha
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2015
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