Publications by authors named "Keon Joo Lee"

Background: This study aimed to explore the association between admission HbA1c and the risk of 1-year vascular outcomes stratified by age group in patients with acute ischemic stroke (AIS) and diabetes mellitus (DM).

Methods: This study analyzed prospective multicenter data from patients with AIS and DM. Admission HbA1C were categorized as:≤6.

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  • Cerebral small vessel disease (SVD) can lead to various cerebrovascular issues, but research on sex differences in SVD is limited.
  • This study analyzed data from over 20,000 patients with acute ischemic stroke to examine whether the presence and severity of cerebral microbleeds (CMB) and other SVD markers differ between males and females.
  • Results showed that males had more frequent CMB while females had fewer lacunes but higher severe white matter hyperintensities, indicating distinct SVD characteristics based on sex.
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  • This study examined how non-traditional lipid profiles, specifically the LDL/HDL ratio, affect the risk of vascular events within a year in stroke patients already on statins and with low LDL-C levels.
  • The analysis included 7028 patients with acute ischemic strokes and found a significant association between higher LDL/HDL ratios and increased risk of recurrent stroke, heart attack, or death after adjusting for other variables.
  • The results suggest that even with low LDL-C levels due to statin use, monitoring the LDL/HDL ratio is important to assess residual risk after a stroke.
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  • Delayed-onset post-stroke cognitive decline (PSCD) can provide insights into cognitive impairment and dementia, potentially linked to amyloid pathology and cerebral small vessel disease (cSVD).
  • The study assessed patients who were cognitively normal after a stroke and identified those who experienced cognitive decline using MMSE scores and various imaging techniques.
  • Among the 208 patients, few showed significant differences in cSVD, with white matter hyperintensities affecting cognitive scores in those who declined, while amyloid positivity was rare, though some non-amyloid decliners exhibited correlation patterns related to cognitive outcomes.
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Acute stroke demands prompt diagnosis and treatment to achieve optimal patient outcomes. However, the intricate and irregular nature of clinical data associated with acute stroke, particularly blood pressure (BP) measurements, presents substantial obstacles to effective visual analytics and decision-making. Through a year-long collaboration with experienced neurologists, we developed PhenoFlow, a visual analytics system that leverages the collaboration between human and Large Language Models (LLMs) to analyze the extensive and complex data of acute ischemic stroke patients.

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This report presents the latest statistics on the stroke population in South Korea, sourced from the Clinical Research Collaborations for Stroke in Korea-National Institute for Health (CRCS-K-NIH), a comprehensive, nationwide, multicenter stroke registry. The Korean cohort, unlike western populations, shows a male-to-female ratio of 1.5, attributed to lower risk factors in Korean women.

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Background: Glycated albumin (GA) is an indicator of glycemic variability over the past 2-4 weeks and has suitable characteristics for predicting the prognosis of ischemic stroke during the acute phase. This study evaluated the association between early neurological deterioration (END) and GA values in patients with acute ischemic stroke (AIS).

Methods: We assessed consecutive patients with AIS between 2022 and 2023 at two large medical centers in Korea.

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Objectives: The few voxel-wise lesion-symptom mapping (VLSM) studies aimed at identifying the anatomy of executive function are limited by the absence of a model and by small populations. Using Trail Making Test (TMT) and verbal fluency and a model of their architectures, our objective was to identify the key structures underlying two major executive processes, set-shifting and strategic word search.

Methods: We applied a validated VLSM analysis to harmonized cognitive and imaging data from 2009 ischemic stroke patients as a part of the Meta VCI Map consortium.

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  • Accurate classification of ischemic stroke subtypes is crucial for effective prevention strategies, and a deep learning algorithm was developed using diffusion-weighted imaging (DWI) and atrial fibrillation (AF) data for this purpose.
  • The study involved training models on a dataset of 2,988 stroke patients using two algorithms: one based solely on DWI and another incorporating AF as a factor.
  • Results showed that the DWI+AF algorithm achieved higher agreement rates with expert opinions compared to the DWI-only method, indicating its effectiveness in accurately classifying stroke subtypes.
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  • - The study reviews how dual antiplatelet therapy (DAPT-AC) with aspirin and clopidogrel has been increasingly used among stroke patients who didn't qualify for major clinical trials, particularly after the CHANCE trial results became available in 2013.
  • - Analysis of data from over 32,000 patients from 2008 to 2022 showed that the usage of DAPT-AC rose significantly from 33% in 2008 to 78% in 2022, while the use of other antiplatelet medications decreased.
  • - Despite this increase in DAPT-AC usage, clinical outcomes, including stroke rates and mortality, improved only slightly, indicating ongoing efforts are needed to enhance recovery
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  • Novel oral anticoagulants (NOACs) are recommended for stroke prevention in patients with acute ischemic stroke (AIS) and atrial fibrillation (AF), but their real-world effectiveness is unclear.
  • This study analyzed data from nearly 13,000 patients over eight years to examine trends in clinical outcomes related to AIS and AF, particularly looking at how NOAC prescriptions influenced these trends.
  • Results showed that NOAC prescriptions rose significantly from 0% to 75.6%, correlating with a decrease in 1-year incidences of major adverse outcomes from 28.3% to 21.7%, suggesting NOACs may play a key role in improving patient outcomes.
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The Global Burden of Disease Study projects an almost tripling of dementia cases worldwide in the next 30 years making it important to recognize and understand modifiable risks and preventatives for cognitive impairment. Recent studies suggest that prevention or treatment of cardiovascular risks may be an important strategy to prevent or slow the progression of cognitive impairment. In 2017, the American Heart Association and American Stroke Association introduced metrics for "optimal brain health".

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Background And Purpose: Multiple attempts at intracranial hemorrhage (ICH) detection using deep-learning techniques have been plagued by clinical failures. We aimed to compare the performance of a deep-learning algorithm for ICH detection trained on strongly and weakly annotated datasets, and to assess whether a weighted ensemble model that integrates separate models trained using datasets with different ICH improves performance.

Methods: We used brain CT scans from the Radiological Society of North America (27,861 CT scans, 3,528 ICHs) and AI-Hub (53,045 CT scans, 7,013 ICHs) for training.

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  • Visible perivascular spaces (BGPVS) are linked to cerebral small vessel disease and may signal higher future stroke risk based on a large analysis of patient data.
  • The study analyzed 7,778 participants with recent ischemic stroke or transient ischemic attack (TIA), examining the relationship between BGPVS, CSOPVS, and various health factors.
  • Results indicated that a greater burden of BGPVS correlates with higher risks of ischemic stroke but not intracranial hemorrhage, while CSOPVS showed weaker associations overall.
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  • Ischemic strokes vary in type, which may affect how low-density lipoprotein (LDL) cholesterol levels relate to early health outcomes like stroke recurrence, heart attacks, and overall mortality.
  • A study involving over 38,500 acute ischemic stroke patients found that those with the lowest LDL cholesterol levels (<70 mg/dl) had the highest rates of adverse outcomes within three months.
  • The research revealed that the relationship between LDL cholesterol levels and mortality differed by stroke subtype, indicating that both high and low LDL levels present different risks depending on the stroke type.
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  • The study examined nonhypertensive white matter hyperintensity (WMH) as a risk factor in acute ischemic strokes and transient ischemic attacks, involving over 3,000 patients, half with hypertension and half without.
  • Approximately 35% of nonhypertensive patients showed moderate-to-severe WMH, linked to factors like age and previous strokes, while hypertensive patients exhibited different WMH patterns and a stronger correlation to small vessel occlusions.
  • The findings indicated that WMH significantly affects functional outcomes after 3 months and is associated with cumulative risks of recurrent stroke and mortality, although its impact varied based on hypertension status.
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Background: There is limited information on the delivery of acute stroke therapies and secondary preventive measures and clinical outcomes over time in young adults with acute ischemic stroke. This study investigated whether advances in these treatments improved outcomes in this population.

Methods: Using a prospective multicenter stroke registry in Korea, young adults (aged 18-50 years) with acute ischemic stroke hospitalized between 2008 and 2019 were identified.

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Background: The effect of amyloid-β (Aβ) on cognitive impairment in patients with small subcortical infarction remains controversial, although a growing body of evidence shows a substantial overlap between Alzheimer's disease (AD) and subcortical ischemic vascular dementia, another form of cerebral small vessel disease (cSVD). Therefore, we investigated the relationships between Aβ positivity and the development of post-stroke cognitive impairment (PSCI) in patients with small subcortical infarction.

Methods: We prospectively recruited 37 patients aged ≥ 50 years, with first-ever small subcortical infarction, who underwent amyloid positron emission tomography, 3 months after stroke at Korea University Guro Hospital.

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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 <70 mg/dL, at the time of the index stroke. Methods and Results This study was an analysis of a prospective, multicenter, nationwide registry of consecutive patients with first-ever acute ischemic stroke with baseline low-density lipoprotein cholesterol levels <70 mg/dL and without statin pretreatment. An inverse probabilities of treatment weights method was applied to control for imbalances in baseline characteristics.

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We hypothesized that the association between BP and endovascular treatment (EVT) outcomes would differ by baseline perfusion and recanalization status. We identified 388 ICA or M1 occlusion patients who underwent EVT ≤ 24 h from onset with successful recanalization (TICI ≥ 2b). BP was measured at 5-min intervals from arrival and during the procedure.

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  • The study examines the complex relationship between low LDL cholesterol (LDL-C) levels and early vascular outcomes in acute ischemic stroke patients, noting that lower LDL-C levels might lead to worse outcomes at first glance.
  • Researchers analyzed over 32,500 patients and found a U-shaped relationship between LDL-C levels and three-month outcomes, with the highest events occurring in those with low LDL-C, but this trend wasn’t significant after adjustments were made.
  • The findings suggest that statin pretreatment may mitigate the negative effects associated with low LDL-C levels, indicating the need for further research on this paradoxical relationship.
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Background: Previous observational studies reported that a lower serum 25-hydroxyvitamin D [25(OH)D] concentration is associated with a higher burden of cerebral small vessel disease (cSVD). The causality of this association is uncertain, but it would be clinically important, given that 25(OH)D can be a target for intervention. We tried to examine the causal effect of 25(OH)D concentration on cSVD-related phenotypes using a Mendelian randomization approach.

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  • Recent research indicates a lack of interchangeability between modified Rankin Scale measures of functional outcomes and mortality measures in assessing hospital performance for acute ischemic stroke patients.
  • The study evaluated 8292 hospitalized stroke patients and used various metrics like 1-month and 1-year mortality to assess hospital outcomes.
  • Findings revealed no significant correlation between hospitals’ rankings based on functional outcomes and those based on mortality rates, suggesting that these measures evaluate different aspects of hospital performance.
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  • Cerebral microbleeds increase the risk of both ischemic stroke and intracranial hemorrhage, complicating treatment choices for patients with atrial fibrillation on various antithrombotic therapies.
  • A study analyzed 7,839 patients, finding that microbleeds significantly raised the relative risk of intracranial hemorrhage (2.74 times) and ischemic stroke (1.29 times), particularly with combination therapies of anticoagulants and antiplatelets.
  • For patients on combination therapy, those with multiple microbleeds faced a higher absolute risk of intracranial hemorrhage compared to ischemic stroke, indicating a need for more research to develop effective preventive strategies.
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