Publications by authors named "Keon-Joo Lee"

Background: Spontaneous, non-traumatic intracranial hemorrhage (ICH) is highly heritable disease. However, the identification of the genetic risk factors driving this high genetic predisposition has been limited by small sample sizes and underrepresentation of non-European populations. The ERICH-GENE study will gather and harmonize clinical, neuroimaging and genomic data on the largest and more diverse collection of ICH cases assembled to date.

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Background: Patients with chronic kidney disease are at increased risk of stroke and frequently have cerebral microbleeds. Whether such patients also encounter an increased risk of recurrent stroke has not been firmly established. We aimed to determine whether impaired kidney function is associated with the risk of recurrent stroke, and microbleed presence, distribution and severity.

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Backgrounds And Aims: This study investigates the temporal patterns of occult cancer incidence among survivors of acute ischemic stroke (AIS), with a focus on variations by underlying stroke etiology.

Patients And Methods: We analyzed data from a prospective, multicenter stroke registry and a national claims database, identifying AIS patients hospitalized between 2011 and 2013. Patients were categorized by stroke etiology into two groups: unidentified stroke etiology (USE) and identified stroke etiology (ISE).

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Background: Elevated heart rate in patients with acute ischemic stroke is associated with increased risk of mortality. Beta-blocker therapy is well known to reduce heart rate.

Methods And Results: This study was a post hoc analysis of patients with acute ischemic stroke with maximum heart rates ≥100 bpm.

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Background: Research specifically addressing the efficacy of rosuvastatin versus atorvastatin in patients with ischemic stroke is insufficient. Using a large stroke registry, we investigated whether 2 commonly used statins, rosuvastatin and atorvastatin, differ in their effectiveness in reducing the risk of vascular events in patients with acute ischemic stroke.

Methods: We analyzed data from a nationwide stroke registry in South Korea between January 2011 and April 2022.

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Introduction: The COVID-19 pandemic is known to impact in-hospital processes for acute stroke patients, potentially resulting in delays due to quarantine and screening measures. The purpose of this study was to determine effects of changes in in-hospital quarantine policies on quality of care for acute stroke patients.

Methods: Hyperacute ischemic stroke patients who were admitted to Korea University Guro Hospital between January 2019 and February 2021 via the emergency department were included in this study.

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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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Article Synopsis
  • 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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Article Synopsis
  • The report offers updated statistics on stroke patients in South Korea from a nationwide registry, revealing a male-to-female ratio of 1.5, with average ages of 67 for men and 73 for women.
  • Hypertension is the leading risk factor (67%), with notable rates of diabetes (35%) and smoking (21%), while atrial fibrillation is less common (19%) than in Western populations, indicating effective preventive measures.
  • There has been a decline in intravenous thrombolysis use, unchanged timing for treatment, and despite favorable outcomes at 3 months, there is a pressing need for improvements in acute stroke care.
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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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Article Synopsis
  • 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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Article Synopsis
  • 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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Article Synopsis
  • The study explores how amyloid-β (Aβ) affects cognitive impairment after small subcortical infarction, highlighting links to both Alzheimer's and vascular dementia.
  • The researchers tracked 37 patients post-stroke, assessing Aβ levels and cognitive performance at 3 and 12 months.
  • The results suggest that Aβ positivity significantly predicts the development of post-stroke cognitive impairment (PSCI) and overall cognitive decline, indicating that anti-AD treatments could help prevent these issues in similar patients.
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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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