1.Prospective external validation of a deep-learning-based early-warning system for major adverse events in general wards in South Korea
Taeyong SIM ; Eun Young CHO ; Ji-hyun KIM ; Kyung Hyun LEE ; Kwang Joon KIM ; Sangchul HAHN ; Eun Yeong HA ; Eunkyeong YUN ; In-Cheol KIM ; Sun Hyo PARK ; Chi-Heum CHO ; Gyeong Im YU ; Byung Eun AHN ; Yeeun JEONG ; Joo-Yun WON ; Hochan CHO ; Ki-Byung LEE
Acute and Critical Care 2025;40(2):197-208
Background:
Acute deterioration of patients in general wards often leads to major adverse events (MAEs), including unplanned intensive care unit transfers, cardiac arrest, or death. Traditional early warning scores (EWSs) have shown limited predictive accuracy, with frequent false positives. We conducted a prospective observational external validation study of an artificial intelligence (AI)-based EWS, the VitalCare - Major Adverse Event Score (VC-MAES), at a tertiary medical center in the Republic of Korea.
Methods:
Adult patients from general wards, including internal medicine (IM) and obstetrics and gynecology (OBGYN)—the latter were rarely investigated in prior AI-based EWS studies—were included. The VC-MAES predictions were compared with National Early Warning Score (NEWS) and Modified Early Warning Score (MEWS) predictions using the area under the receiver operating characteristic curve (AUROC), area under the precision-recall curve (AUPRC), and logistic regression for baseline EWS values. False-positives per true positive (FPpTP) were assessed based on the power threshold.
Results:
Of 6,039 encounters, 217 (3.6%) had MAEs (IM: 9.5%, OBGYN: 0.26%). Six hours prior to MAEs, the VC-MAES achieved an AUROC of 0.918 and an AUPRC of 0.352, including the OBGYN subgroup (AUROC, 0.964; AUPRC, 0.388), outperforming the NEWS (0.797 and 0.124) and MEWS (0.722 and 0.079). The FPpTP was reduced by up to 71%. Baseline VC-MAES was strongly associated with MAEs (P<0.001).
Conclusions
The VC-MAES significantly outperformed traditional EWSs in predicting adverse events in general ward patients. The robust performance and lower FPpTP suggest that broader adoption of the VC-MAES may improve clinical efficiency and resource allocation in general wards.
2.Effectiveness and Tolerability of Combination Pharmacotherapy With Stimulant and Non-Stimulant in Children With Attention Deficit Hyperactivity Disorder
Hyung Nam PARK ; Na Yeong KONG ; Hee-Cheol KIM ; Yang Tae KIM ; Sung-Won JUNG ; Hojun LEE
Journal of the Korean Academy of Child and Adolescent Psychiatry 2024;35(1):82-89
Objectives:
This study aimed to investigate the effectiveness and safety of combining psychostimulants and nonstimulants for patients under treatment for attention deficit hyperactivity disorder (ADHD).
Methods:
The study included 96 patients aged 6–12 years who were diagnosed with ADHD, among whom 34 received combination pharmacotherapy, 32 received methylphenidate monotherapy, and 30 received atomoxetine monotherapy. Statistical analysis was conducted to compare treatment and adverse effects among groups and to analyze changes before and after combination pharmacotherapy.The difference between combination pharmacotherapy and monotherapy was investigated. Logistic regression analysis was used to identify the predictors of combination pharmacotherapy.
Results:
No significant differences were observed between the groups in terms of age or pretreatment scores. The most common adverse effect experienced by 32% of patients in the combination pharmacotherapy group was decreased appetite. Clinical global impression-severity score decreased significantly after combination pharmacotherapy. All three groups showed significant clinical global impression-severity score improvements over time, with no significant differences among them. The predictive factors for combination pharmacotherapy included the Child Behavior Checklist total score internalizing subscale.
Conclusion
Combination pharmacotherapy with methylphenidate and atomoxetine is a relatively effective and safe option for patients with ADHD who do not respond to monotherapy.
3.Does Serum Vitamin D Influence the Prognosis of Critically Ill Patients with Trauma? A Prospective, Observational Study in a Trauma Center
Yong-Cheol YOON ; Won-Tae CHO ; Jin Yeong JEON ; Hyung Keun SONG
Clinics in Orthopedic Surgery 2023;15(6):880-887
Background:
Vitamin D concentrations are associated with sepsis, pneumonia, and mortality in critically ill patients. However, the role of vitamin D in critically injured patients with trauma remains unknown. This study investigated the effects of vitamin D concentrations on outcomes in critically injured patients with trauma.
Methods:
A prospective observational study was conducted by randomly selecting 100 patients among those who visited our trauma center. The serum vitamin D concentration was measured upon arrival at the hospital, and the length of stay in a trauma intensive care unit after admission, duration of mechanical ventilation, number of days spent in the hospital, development of complications, and death were investigated. The association between the surveyed variables and vitamin D concentrations was investigated using regression analysis.
Results:
Of the 100 patients, 69 were men and 31 were women with an average age of 51.7 years. The average intensive care unit stay length was 18.4 days, and 6 patients (5.9%) died. Univariate regression analysis showed that the factors affecting patient mortality were age (p = 0.02), volume of blood transfused within 24 hours of arrival (p = 0.009), systolic blood pressure measured upon hospital arrival (p = 0.01), and serum lactate concentration measured upon hospital arrival (p = 0.03). Multivariate regression analysis showed that the factors affecting patient mortality were age (p = 0.01), volume of blood transfusion (p = 0.04), and systolic blood pressure measured upon hospital arrival (p = 0.01).
Conclusions
There were no statistically significant effects of serum vitamin D concentrations in critically ill patients with trauma on death during hospitalization.
4.Dietary Carotene Intake and Suicidal Ideation in Korean Females: Analysis of Data From the Korea National Health and Nutrition Examination Survey (2012, 2013, and 2015)
Eunji LIM ; Bong-Jo KIM ; Cheol-Soon LEE ; Boseok CHA ; So-Jin LEE ; Ji-Yeong SEO ; Jae-Won CHOI ; Young-Ji LEE ; Nuree KANG ; Seung Chan KIM ; Dongyun LEE
Psychiatry Investigation 2023;20(10):897-903
Objective:
The suicide rate in Korea was the highest among countries in the Organisation for Economic Co-operation and Development in 2019. In a previous study, higher intake of vegetables and fruits was associated with a lower risk of suicidal ideation, and carotene-rich fruits and vegetables lowered the risk of depression. This study aimed to examine the direct relationship between carotene intake and suicidal ideation, adjusting for the effect on depression.
Methods:
This study used data from the Korea National Health and Nutrition Examination Survey (KNHANES) conducted in 2012, 2013, and 2015. Carotene intake was assessed through a food intake frequency survey with a 24-hour recall. Suicidal ideation and depression were assessed using the mental health section of the KNHANES. We applied logistic regression to assess the relationship between carotene intake and suicidal ideation, adjusting for potential confounders.
Results:
A total of 5,480 females aged 19–64 years were included in this study. Carotene intake was significantly lower in the suicidal ideation group (3,034.5±1,756.4 μg/day) than in the nonsuicidal ideation group (3,225.4±1,795.1 μg/day) (p=0.015). We found a significant inverse association between carotene intake and the risk of suicidal ideation after adjusting for potential confounders (odds ratio=0.934, 95% confidence interval=0.873–0.999).
Conclusion
These results suggest that carotene intake may be inversely associated with the risk of suicidal ideation. Our findings may inform the development of new nutritional interventions to prevent increases in the risk of suicide worldwide.
5.A Phase II Study of Preoperative Chemoradiotherapy with Capecitabine Plus Simvastatin in Patients with Locally Advanced Rectal Cancer
Hyunji JO ; Seung Tae KIM ; Jeeyun LEE ; Se Hoon PARK ; Joon Oh PARK ; Young Suk PARK ; Ho Yeong LIM ; Jeong Il YU ; Hee Chul PARK ; Doo Ho CHOI ; Yoonah PARK ; Yong Beom CHO ; Jung Wook HUH ; Seong Hyeon YUN ; Hee Cheol KIM ; Woo Yong LEE ; Won Ki KANG
Cancer Research and Treatment 2023;55(1):189-195
Purpose:
The purpose of this phase II trial was to evaluate whether the addition of simvastatin, a synthetic 3-hydroxy-3-methylglutaryl coenzyme A reductase inhibitor, to preoperative chemoradiotherapy (CRT) with capecitabine confers a clinical benefit to patients with locally advanced rectal cancer (LARC).
Materials and Methods:
Patients with LARC (defined by clinical stage T3/4 and/or lymph node positivity) received preoperative radiation (45-50.4 Gy in 25-28 daily fractions) with concomitant capecitabine (825 mg/m2 twice per day) and simvastatin (80 mg, daily). Curative surgery was planned 4-8 weeks after completion of the CRT regimen. The primary endpoint was pathologic complete response (pCR). The secondary endpoints included sphincter-sparing surgery, R0 resection, disease-free survival, overall survival, the pattern of failure, and toxicity.
Results:
Between October 2014 and July 2017, 61 patients were enrolled; 53 patients completed CRT regimen and underwent total mesorectal excision. The pCR rate was 18.9% (n=10) by per-protocol analysis. Sphincter-sparing surgery was performed in 51 patients (96.2%). R0 resection was achieved in 51 patients (96.2%). One patient experienced grade 3 liver enzyme elevation. No patient experienced additional toxicity caused by simvastatin.
Conclusion
The combination of 80 mg simvastatin with CRT and capecitabine did not improve pCR in patients with LARC, although it did not increase toxicity.
6.Two-year clinical outcomes after discontinuation of long-term golimumab therapy in Korean patients with rheumatoid arthritis
Kichul SHIN ; Hyun Mi KWON ; Min Jung KIM ; Myung Jae YOON ; Hyun Gyung CHAI ; Seong-Wook KANG ; Won PARK ; Sung-Hwan PARK ; Chang Hee SUH ; Hyun Ah KIM ; Seung-Geun LEE ; Choong Ki LEE ; Sang-Cheol BAE ; Yong-Beom PARK ; Yeong Wook SONG
The Korean Journal of Internal Medicine 2022;37(5):1061-1069
Background/Aims:
The aim of this study was to investigate long-term post-discontinuation outcomes in patients with rheumatoid arthritis (RA) who had been treated with tumor necrosis factor-α inhibitors (TNF-αi) which was then discontinued.
Methods:
Sixty Korean patients with RA who participated in a 5-year GO-BEFORE and GO-FORWARD extension trials were included in this retrospective study. Golimumab was deliberately discontinued after the extension study (baseline). Patients were then followed by their rheumatologists. We reviewed their medical records for 2 years (max 28 months) following golimumab discontinuation. Patients were divided into a maintained benefit (MB) group and a loss-of-benefit (LB) group based on treatment pattern after golimumab discontinuation. The LB group included patients whose conventional disease-modifying antirheumatic drug(s) were stepped-up or added/switched (SC) and those who restarted biologic therapy (RB).
Results:
The mean age of patients at baseline was 56.5 years and 55 (91.7%) were females. At the end of follow-up, 23 (38.3%) patients remained in the MB group. In the LB group, 75.7% and 24.3% were assigned into SC and RB subgroups, respectively. Fifty percent of patients lost MB after 23.3 months. Demographics and clinical variables at baseline were comparable between MB and LB groups except for age, C-reactive protein level, and corticosteroid use. Restarting biologic therapy was associated with swollen joint count (adjusted hazard ratio [HR], 1.90; 95% confidence interval [CI], 1.01 to 3.55) and disease duration (adjusted HR, 1.12; 95% CI, 1.02 to 1.23) at baseline.
Conclusions
Treatment strategies after discontinuing TNF-αi are needed to better maintain disease control and quality of life of patients with RA.
7.Clinical Impact of Dysglycemia in Patients with an Acute Myocardial Infarction
Jae-Wook CHUNG ; Yeong-Seon PARK ; Jeong-Eon SEO ; Yeseul SON ; Cheol-Woo OH ; Chan-Hee LEE ; Jong-Ho NAM ; Jung-Hee LEE ; Jang-Won SON ; Ung KIM ; Jong-Seon PARK ; Kyu-Chang WON ; Dong-Gu SHIN
Diabetes & Metabolism Journal 2021;45(2):270-274
This study aimed to determine the impact of dysglycemia on myocardial injury and cardiac dysfunction in acute myocardial infarctions (AMIs). From 2005 to 2016, a total of 1,593 patients with AMIs who underwent percutaneous coronary intervention were enrolled. The patients were classified into five groups according to the admission glucose level: ≤80, 81 to 140, 141 to 200, 201 to 260, and ≥261 mg/dL. The clinical and echocardiographic parameters and 30-day mortality were analyzed. The peak troponin I and white blood cell levels had a positive linear relationship to the admission glucose level. The left ventricular ejection fraction had an inverted
8.Vitamin D and Resilience in Acutely Admitted Patients with Bipolar Disorder
Chang-Geun KIM ; Bong-Jo KIM ; Cheol-Soon LEE ; So-Jin LEE ; Dongyun LEE ; Ji-Yeong SEO ; Jae-Won CHOI ; Young-Ji LEE ; Youn Jung LEE ; Eunji LIM ; Boseok CHA
Journal of the Korean Society of Biological Therapies in Psychiatry 2021;27(3):228-236
Objectives:
:The purpose of this study was to investigate the relationship between serum vitamin D concentration and resilience in patients hospitalized with bipolar disorder.
Methods:
:Serum vitamin D levels were measured on day 1 of hospitalization in 64 patients with bipolar disorder, who were diagnosed according to the Diagnostic and Statistical Manual of Mental Disorders, 4th Edition. The ConnorDavidson Resilience Scale and the Korean version of the Inventory for Depressive Symptomatology (KIDS) were administered to these patients, and symptoms of mania were evaluated using the Young Mania Rating Scale (YMRS). Patients were then categorized into vitamin D sufficient and deficient groups based on a serum vitamin D cut-off of 20 ng/ mL. Analysis of covariance (ANCOVA) was performed to compare the resilience between the two groups, and multiple linear regression was performed to determine the association between serum vitamin D levels and resilience.
Results:
:The vitamin D deficiency group had more depressive episodes than the sufficient group (p<0.05). ANCOVA showed that the vitamin D deficient group had significantly lower resilience scores than the sufficient group (p= 0.034). Moreover, multiple regression analyses conducted by controlling age, sex, body mass index, season of blood sampling, KIDS scores, and YMRS scores, showed a significant association between serum vitamin D concentration and resilience in patients with bipolar disorder (p=0.001).
Conclusions
:This study suggested that vitamin D deficiency is associated with resilience as a protective factor against stress and trauma in patients with bipolar disorder. Further research is warranted to determine the causal relationship between vitamin D levels and resilience.
9.Clinical Impact of Dysglycemia in Patients with an Acute Myocardial Infarction
Jae-Wook CHUNG ; Yeong-Seon PARK ; Jeong-Eon SEO ; Yeseul SON ; Cheol-Woo OH ; Chan-Hee LEE ; Jong-Ho NAM ; Jung-Hee LEE ; Jang-Won SON ; Ung KIM ; Jong-Seon PARK ; Kyu-Chang WON ; Dong-Gu SHIN
Diabetes & Metabolism Journal 2021;45(2):270-274
This study aimed to determine the impact of dysglycemia on myocardial injury and cardiac dysfunction in acute myocardial infarctions (AMIs). From 2005 to 2016, a total of 1,593 patients with AMIs who underwent percutaneous coronary intervention were enrolled. The patients were classified into five groups according to the admission glucose level: ≤80, 81 to 140, 141 to 200, 201 to 260, and ≥261 mg/dL. The clinical and echocardiographic parameters and 30-day mortality were analyzed. The peak troponin I and white blood cell levels had a positive linear relationship to the admission glucose level. The left ventricular ejection fraction had an inverted
10.CORM-2-entrapped ultradeformable liposomes ameliorate acute skin inflammation in an ear edema model
Gwan-Yeong LEE ; Alam ZEB ; Eun-Hye KIM ; Beomseon SUH ; Young-Jun SHIN ; Donghyun KIM ; Kyoung-Won KIM ; Yeong-Hwan CHOE ; Ho-Ik CHOI ; Cheol-Ho LEE ; Omer Salman QURESHI ; In-Bo HAN ; Sun-Young CHANG ; Ok-Nam BAE ; Jin-Ki KIM
Acta Pharmaceutica Sinica B 2020;10(12):2362-2373
The short release half-life of carbon monoxide (CO) is a major obstacle to the effective therapeutic use of carbon monoxide-releasing molecule-2 (CORM-2). The potential of CORM-2-entrapped ultradeformable liposomes (CORM-2-UDLs) to enhance the release half-life of CO and alleviate skin inflammation was investigated in the present study. CORM-2-UDLs were prepared by using soy phosphatidylcholine to form lipid bilayers and Tween 80 as an edge activator. The deformability of CORM-2-UDLs was measured and compared with that of conventional liposomes by passing formulations through a filter device at a constant pressure. The release profile of CO from CORM-2-UDLs was evaluated by myoglobin assay.

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