1.Effect of COVID-19 on the treatment process of ischemic stroke patients in emergency department according to having COVID-19-related symptoms or not: a retrospective multicenter cohort study
Seyong PARK ; Joonbum PARK ; Youngjoo LEE ; Hye Young JANG ; Young Shin CHO ; Heajin CHUNG ; Sang Il KIM ; Beom Sok SEO ; Young Wha SOHN ; Sung Oh LEE
Journal of the Korean Society of Emergency Medicine 2024;35(6):384-393
Objective:
This was a retrospective investigation conducted to evaluate the impact of the coronavirus disease-2019 (COVID-19) pandemic on the treatment and outcomes of patients with ischemic stroke.
Methods:
Data were collected over one year for the COVID-19 and pre-COVID-19 (control) groups, from May 1, 2020, to April 30, 2021, when COVID-19 was prevalent in Korea, and from May 1, 2018 to April 30, 2019, before the COVID-19 outbreak, respectively. Adult patients diagnosed with acute cerebral infarction at three emergency medical centers during the study period were included. COVID-19-positive patients (i.e., those with COVID-19 symptoms but those who tested positive) were excluded from this study to ensure only the evaluation of delays in stroke treatment due to the pandemic.
Results:
During the COVID-19 pandemic, of the total of 82,558 patients who visited the emergency centers, 710 were diagnosed with ischemic stroke. The study observed that the pandemic caused process delays for these patients, resulting in longer wait times for brain CT scans (P=0.010, P<0.001) and emergency room stays (P=0.0055, P<0.001) during the COVID-19 period. However, the length of time for administration of tissue plasminogen activator remained relatively constant. Notably, the 28-day mortality rate was considerably higher for patients with COVID-19-related symptoms during the pandemic (13.6% vs 3.1%; P=0.006). A cumulative risk analysis revealed an increased mortality risk for patients with COVID-19 related symptoms (P=0.005).
Conclusion
This study showed the need to improve emergency care procedures during pandemics to ensure prompt treatment of ischemic stroke. Preparation and resource allocation for ischemic stroke patients with COVID-19 symptoms are crucial.
2.Effect of COVID-19 on the treatment process of ischemic stroke patients in emergency department according to having COVID-19-related symptoms or not: a retrospective multicenter cohort study
Seyong PARK ; Joonbum PARK ; Youngjoo LEE ; Hye Young JANG ; Young Shin CHO ; Heajin CHUNG ; Sang Il KIM ; Beom Sok SEO ; Young Wha SOHN ; Sung Oh LEE
Journal of the Korean Society of Emergency Medicine 2024;35(6):384-393
Objective:
This was a retrospective investigation conducted to evaluate the impact of the coronavirus disease-2019 (COVID-19) pandemic on the treatment and outcomes of patients with ischemic stroke.
Methods:
Data were collected over one year for the COVID-19 and pre-COVID-19 (control) groups, from May 1, 2020, to April 30, 2021, when COVID-19 was prevalent in Korea, and from May 1, 2018 to April 30, 2019, before the COVID-19 outbreak, respectively. Adult patients diagnosed with acute cerebral infarction at three emergency medical centers during the study period were included. COVID-19-positive patients (i.e., those with COVID-19 symptoms but those who tested positive) were excluded from this study to ensure only the evaluation of delays in stroke treatment due to the pandemic.
Results:
During the COVID-19 pandemic, of the total of 82,558 patients who visited the emergency centers, 710 were diagnosed with ischemic stroke. The study observed that the pandemic caused process delays for these patients, resulting in longer wait times for brain CT scans (P=0.010, P<0.001) and emergency room stays (P=0.0055, P<0.001) during the COVID-19 period. However, the length of time for administration of tissue plasminogen activator remained relatively constant. Notably, the 28-day mortality rate was considerably higher for patients with COVID-19-related symptoms during the pandemic (13.6% vs 3.1%; P=0.006). A cumulative risk analysis revealed an increased mortality risk for patients with COVID-19 related symptoms (P=0.005).
Conclusion
This study showed the need to improve emergency care procedures during pandemics to ensure prompt treatment of ischemic stroke. Preparation and resource allocation for ischemic stroke patients with COVID-19 symptoms are crucial.
3.Effect of COVID-19 on the treatment process of ischemic stroke patients in emergency department according to having COVID-19-related symptoms or not: a retrospective multicenter cohort study
Seyong PARK ; Joonbum PARK ; Youngjoo LEE ; Hye Young JANG ; Young Shin CHO ; Heajin CHUNG ; Sang Il KIM ; Beom Sok SEO ; Young Wha SOHN ; Sung Oh LEE
Journal of the Korean Society of Emergency Medicine 2024;35(6):384-393
Objective:
This was a retrospective investigation conducted to evaluate the impact of the coronavirus disease-2019 (COVID-19) pandemic on the treatment and outcomes of patients with ischemic stroke.
Methods:
Data were collected over one year for the COVID-19 and pre-COVID-19 (control) groups, from May 1, 2020, to April 30, 2021, when COVID-19 was prevalent in Korea, and from May 1, 2018 to April 30, 2019, before the COVID-19 outbreak, respectively. Adult patients diagnosed with acute cerebral infarction at three emergency medical centers during the study period were included. COVID-19-positive patients (i.e., those with COVID-19 symptoms but those who tested positive) were excluded from this study to ensure only the evaluation of delays in stroke treatment due to the pandemic.
Results:
During the COVID-19 pandemic, of the total of 82,558 patients who visited the emergency centers, 710 were diagnosed with ischemic stroke. The study observed that the pandemic caused process delays for these patients, resulting in longer wait times for brain CT scans (P=0.010, P<0.001) and emergency room stays (P=0.0055, P<0.001) during the COVID-19 period. However, the length of time for administration of tissue plasminogen activator remained relatively constant. Notably, the 28-day mortality rate was considerably higher for patients with COVID-19-related symptoms during the pandemic (13.6% vs 3.1%; P=0.006). A cumulative risk analysis revealed an increased mortality risk for patients with COVID-19 related symptoms (P=0.005).
Conclusion
This study showed the need to improve emergency care procedures during pandemics to ensure prompt treatment of ischemic stroke. Preparation and resource allocation for ischemic stroke patients with COVID-19 symptoms are crucial.
4.A Multimodal Ensemble Deep Learning Model for Functional Outcome Prognosis of Stroke Patients
Hye-Soo JUNG ; Eun-Jae LEE ; Dae-Il CHANG ; Han Jin CHO ; Jun LEE ; Jae-Kwan CHA ; Man-Seok PARK ; Kyung Ho YU ; Jin-Man JUNG ; Seong Hwan AHN ; Dong-Eog KIM ; Ju Hun LEE ; Keun-Sik HONG ; Sung-Il SOHN ; Kyung-Pil PARK ; Sun U. KWON ; Jong S. KIM ; Jun Young CHANG ; Bum Joon KIM ; Dong-Wha KANG ;
Journal of Stroke 2024;26(2):312-320
Background:
and Purpose The accurate prediction of functional outcomes in patients with acute ischemic stroke (AIS) is crucial for informed clinical decision-making and optimal resource utilization. As such, this study aimed to construct an ensemble deep learning model that integrates multimodal imaging and clinical data to predict the 90-day functional outcomes after AIS.
Methods:
We used data from the Korean Stroke Neuroimaging Initiative database, a prospective multicenter stroke registry to construct an ensemble model integrated individual 3D convolutional neural networks for diffusion-weighted imaging and fluid-attenuated inversion recovery (FLAIR), along with a deep neural network for clinical data, to predict 90-day functional independence after AIS using a modified Rankin Scale (mRS) of 3–6. To evaluate the performance of the ensemble model, we compared the area under the curve (AUC) of the proposed method with that of individual models trained on each modality to identify patients with AIS with an mRS score of 3–6.
Results:
Of the 2,606 patients with AIS, 993 (38.1%) achieved an mRS score of 3–6 at 90 days post-stroke. Our model achieved AUC values of 0.830 (standard cross-validation [CV]) and 0.779 (time-based CV), which significantly outperformed the other models relying on single modalities: b-value of 1,000 s/mm2 (P<0.001), apparent diffusion coefficient map (P<0.001), FLAIR (P<0.001), and clinical data (P=0.004).
Conclusion
The integration of multimodal imaging and clinical data resulted in superior prediction of the 90-day functional outcomes in AIS patients compared to the use of a single data modality.
5.Is increased Mean platelet volume associated with neurologic outcome after non-traumatic subarachnoid hemorrhage?
Cheong Hun SEO ; Young Shin CHO ; Young Ju LEE ; Hye Young JANG ; Joon Bum PARK ; Hye Jin CHUNG ; Sang Il KIM ; Beom Sok SEO ; Young Wha SOHN ; Su Yeon PARK
Journal of the Korean Society of Emergency Medicine 2023;34(2):177-183
Objective:
This study evaluated the clinical usefulness of mean platelet volume (MPV) for predicting functional outcomes in subarachnoid hemorrhage (SAH) patients.
Methods:
This is a retrospective analysis of patients who were diagnosed with SAH in the emergency room. Based on their modified Rankin Scale (mRS) score, patients were divided into two groups: 0-2 (good outcome) and 3-6 (poor outcome). Univariable and multivariable analyses were performed to investigate whether MPV, along with other multiple factors, was associated with poor prognosis. Receiver operating characteristic (ROC) curve analysis was performed to determine the value of MPV as a predicting factor of neurological prognosis. Compared to other factors, Hunt Hess grade (HHG) and modified Fisher grade (mFG) considerably influenced the outcomes in both groups (Model 1; model including all factors). Hence, a new model (Model 2) was constructed, comprising multiple factors excluding these two factors.
Results:
A total of 143 patients were included in this study. Although MPV was different between the two groups, it was not a significant factor in Model 1 in the multivariable analysis. In Model 2, MPV (odds ration [OR], 1.71; 95% confidence interval [CI], 1.05-2.8), age (OR, 1.06; 95% CI, 1.03-1.1), and surgical treatment (OR, 0.37; 95% CI, 0.15-0.87) were significant factors related to poor outcomes. Area under the curve (AUC) of Model 1 was 0.93, 0.85 in HHG; 0.78 in Model 2, 0.65 in mFG, and 0.62 in MPV.
Conclusion
Although MPV differed significantly between the good and poor outcome groups, it is insufficient to predict poor outcomes in SAH patients as an independent biomarker.
6.Validation of Korean Pediatric Resuscitation Tape
Boseong KIM ; Hye Young JANG ; Hyun NOH ; Suyeon PARK ; Youngjoo LEE ; Young Shin CHO ; Joonbum PARK ; Heajin CHUNG ; Sang-Il KIM ; Beom Sok SEO ; Young Wha SOHN
Journal of the Korean Society of Emergency Medicine 2022;33(5):429-435
Objective:
Various tools using the length-based method for weight estimation and decisions regarding equipment size have been used in pediatric resuscitation globally. The Korean Pediatric Resuscitation Tape (KPRT) is one such tool that has been developed recently. This study was performed to validate the use of KPRT in Korean children.
Methods:
Data on the measured weights and the endotracheal tube (ETT) sizes used for children aged 12 years or less, who received general anesthesia, were collected by reviewing medical records from June 2018 to October 2020 at two hospitals in the urban areas of Korea. We compared the weight and ETT size estimated by the KPRT to the actually measured weight and ETT size used for the study population. We also calculated the weight and ETT size using an age-based formula and compared these values to the actual values of the patients. We then analyzed the agreement between these estimated values and the actual values of the children.
Results:
A total of 1,237 children were included in this study. The intra-class correlation coefficient of agreement between the actual weight and estimated weight by the KPRT was 0.94 compared to 0.93 when estimated by the age-based formula. The weighted kappa coefficient of the agreement between the ETT size actually used, and the size estimated by the KPRT was 0.61 compared to 0.74 when estimated by the age-based formula. The estimated ETT sizes using the KPRT were smaller than the actual size used in children under three years old, whereas it was larger for children aged eight years or more.
Conclusion
Our study showed that the KPRT was a dependable tool for estimating the weight and ETT size of Korean children. Future studies would be needed to augment the reliability of the KPRT in pediatric resuscitation.
7.Analysis on the ratio of emergency department visits by elderly and non-elderly patients based on disease and particulate matter concentration in South Korea: a multicenter cross-sectional observational study
Geon Hee HAN ; Suyeon PARK ; Youngjoo LEE ; Hye Young JANG ; Young Shin CHO ; Heajin CHUNG ; Sang-Il KIM ; Beom Sok SEO ; Young Wha SOHN ; Joonbum PARK
Journal of the Korean Society of Emergency Medicine 2021;32(6):698-711
Objective:
Many previous studies have reported relationships between particulate matter < 10 μm (PM10) and asthma in emergency department (ED) settings, but few have examined its effect on cerebrovascular diseases. We evaluate the “Lag effect” between PM10 and asthma, chronic obstructive pulmonary disease (COPD), myocardial infarction (MI), and ischemic and hemorrhagic stroke among patients that visited an ED.
Methods:
This study was retrospectively conducted on 96,077 patients that visited one of the 137 EDs in Seoul, Incheon, and Gyeonggi Province in South Korea in 2017. Medical information and 10th revision International Classification of Disease codes were obtained from the National Emergency Department Information System and PM10 levels from AirKorea. We used Poisson regression analysis to evaluate the lag effects of PM10 on diseases of interest. “Lag day 0” was defined as the day when PM10 > 80 μg/m3, and the PM10 values on the 5 following days were recorded. To assess the cumulative effects of PM10, we calculated relative risk (RR) by analyzing the cumulative effects over 6 days (lag days 0 to 5).
Results:
Asthma, COPD, and ischemic stroke patients (< 65 years old) showed a positive correlation between PM10 (asthma on lag day 5: RR, 2.587; 95% confidence interval [CI], 2.001-3.344; COPD on lag day 4: RR, 3.727; 95% CI, 2.988-4.650; and ischemic stroke on lag day 4: RR, 1.573; 95% CI, 1.168-2.118). MI in those≥65 showed the highest RR on lag day 1 (RR, 1.471; 95% CI, 1.042-2.077). Hemorrhagic stroke was not found to be significantly correlated with PM10 in either age group.
Conclusion
An increase in PM10 is associated with ED visits by patients<65 years old with asthma, COPD, or ischemic stroke, and with MI for those≥65 years.
8.Characteristics and effects of high-flow nasal cannula oxygen therapy in patients with heart failure admitted to the emergency department
Jin Ho KWON ; Young Shin CHO ; Suyeon PARK ; Youngjoo LEE ; Hye Young JANG ; Joonbum PARK ; Heajin CHUNG ; Sang-Il KIM ; Beom Sok SEO ; Young Wha SOHN
Journal of the Korean Society of Emergency Medicine 2021;32(5):377-385
Objective:
This study aimed to compare the effects of high-flow nasal cannula (HFNC) treatment and conventional oxygen therapy (COT) in patients with heart failure (HF) admitted to the emergency department (ED).
Methods:
This study was a single-center, retrospective, observational study. The subjects were divided into HFNC and COT groups. The characteristics were compared, and vital signs and arterial blood gas (ABG) results were analyzed. In addition, mortality, intubation rate, intensive care unit (ICU) admission, and length of stay (LOS) were analyzed for clinical outcome.
Results:
Among 252 patients, 91 and 161 were treated with HFNC and COT. Two groups showed differences in vital signs, ABG results, and pulmonary edema. The HFNC group showed no difference in mortality and LOS, but more intubation and ICU admission were observed (P=0.005, P<0.001). Due to the changes in vital signs and ABG results, the HFNC group reduced blood pressure, heart rate and respiratory rate, improved SpO2, increased pH, and decreased PaCO2.
Conclusion
HFNC therapy effectively improved vital signs and ventilation when administered to relatively unstable patients with HF admitted to the ED.
9.Ischemic Colitis Associated with Low-volume Oral Sulfate Solution for Bowel Preparation
Jung Wha CHUNG ; Jung Min LEE ; Young Woo SOHN ; Weon Cheol HAN ; Kichul YOON
The Korean Journal of Gastroenterology 2020;75(4):216-219
Ischemic colitis resulting from bowel preparation for colonoscopy is extremely rare, with only a small number of cases with polyethylene glycol having been reported. Here, we present a patient with ischemic colitis after administration of a low-volume oral sulfate solution (OSS). A 49-year-old female without any significant medical history experienced abdominal pain, vomiting, and hematochezia after ingestion of OSS. She complained of severe abdominal pain during colonoscopy, and diffuse edema, hyperemia, friability, and shallow erosions were present on the transverse, descending, and sigmoid colons. A mucosal biopsy revealed mixed lymphoid inflammatory cell infiltration with de-epithelialization, whereas an abdominal CT scan showed submucosal edema on the transverse colon. A diagnosis of ischemic colitis was made. The patient recovered with fluid and antibiotic therapy without significant sequelae. Although OSS is a clinically validated and generally safe bowel preparation agent, ischemic colitis is a rare complication that should be considered.
10.Changes in High-Density Lipoprotein Cholesterol and Risks of Cardiovascular Events: A Post Hoc Analysis from the PICASSO Trial
Eun-Jae LEE ; Sun U. KWON ; Jong-Ho PARK ; Yong-Jae KIM ; Keun-Sik HONG ; Sungwook YU ; Yang-Ha HWANG ; Ji Sung LEE ; Juneyoung LEE ; Joung-Ho RHA ; Sung Hyuk HEO ; Sung Hwan AHN ; Woo-Keun SEO ; Jong-Moo PARK ; Ju-Hun LEE ; Jee-Hyun KWON ; Sung-Il SOHN ; Jin-Man JUNG ; Hahn Young KIM ; Eung-Gyu KIM ; Sung Hun KIM ; Jae-Kwan CHA ; Man-Seok PARK ; Hyo Suk NAM ; Dong-Wha KANG ;
Journal of Stroke 2020;22(1):108-118
Background:
and purpose Whether pharmacologically altered high-density lipoprotein cholesterol (HDL-C) affects the risk of cardiovascular events is unknown. Recently, we have reported the Prevention of Cardiovascular Events in Asian Patients with Ischaemic Stroke at High Risk of Cerebral Haemorrhage (PICASSO) trial that demonstrated the non-inferiority of cilostazol to aspirin and superiority of probucol to non-probucol for cardiovascular prevention in ischemic stroke patients (clinicaltrials.gov: NCT01013532). We aimed to determine whether on-treatment HDL-C changes by cilostazol and probucol influence the treatment effect of each study medication during the PICASSO study.
Methods:
Of the 1,534 randomized patients, 1,373 (89.5%) with baseline cholesterol parameters were analyzed. Efficacy endpoint was the composite of stroke, myocardial infarction, and cardiovascular death. Cox proportional hazards regression analysis examined an interaction between the treatment effect and changes in HDL-C levels from randomization to 1 month for each study arm.
Results:
One-month post-randomization mean HDL-C level was significantly higher in the cilostazol group than in the aspirin group (1.08 mmol/L vs. 1.00 mmol/L, P<0.001). The mean HDL-C level was significantly lower in the probucol group than in the non-probucol group (0.86 mmol/L vs. 1.22 mmol/L, P<0.001). These trends persisted throughout the study. In both study arms, no significant interaction was observed between HDL-C changes and the assigned treatment regarding the risk of the efficacy endpoint.
Conclusions
Despite significant HDL-C changes, the effects of cilostazol and probucol treatment on the risk of cardiovascular events were insignificant. Pharmacologically altered HDL-C levels may not be reliable prognostic markers for cardiovascular risk.

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