1.The Profile of Early Sedation Depth and Clinical Outcomes of Mechanically Ventilated Patients in Korea
Dong-gon HYUN ; Jee Hwan AHN ; Ha-Yeong GIL ; Chung Mo NAM ; Choa YUN ; Jae-Myeong LEE ; Jae Hun KIM ; Dong-Hyun LEE ; Ki Hoon KIM ; Dong Jung KIM ; Sang-Min LEE ; Ho-Geol RYU ; Suk-Kyung HONG ; Jae-Bum KIM ; Eun Young CHOI ; JongHyun BAEK ; Jeoungmin KIM ; Eun Jin KIM ; Tae Yun PARK ; Je Hyeong KIM ; Sunghoon PARK ; Chi-Min PARK ; Won Jai JUNG ; Nak-Jun CHOI ; Hang-Jea JANG ; Su Hwan LEE ; Young Seok LEE ; Gee Young SUH ; Woo-Sung CHOI ; Keu Sung LEE ; Hyung Won KIM ; Young-Gi MIN ; Seok Jeong LEE ; Chae-Man LIM
Journal of Korean Medical Science 2023;38(19):e141-
Background:
Current international guidelines recommend against deep sedation as it is associated with worse outcomes in the intensive care unit (ICU). However, in Korea the prevalence of deep sedation and its impact on patients in the ICU are not well known.
Methods:
From April 2020 to July 2021, a multicenter, prospective, longitudinal, noninterventional cohort study was performed in 20 Korean ICUs. Sedation depth extent was divided into light and deep using a mean Richmond Agitation–Sedation Scale value within the first 48 hours. Propensity score matching was used to balance covariables; the outcomes were compared between the two groups.
Results:
Overall, 631 patients (418 [66.2%] and 213 [33.8%] in the deep and light sedation groups, respectively) were included. Mortality rates were 14.1% and 8.4% in the deep and light sedation groups (P = 0.039), respectively. Kaplan-Meier estimates showed that time to extubation (P < 0.001), ICU length of stay (P = 0.005), and death P = 0.041) differed between the groups. After adjusting for confounders, early deep sedation was only associated with delayed time to extubation (hazard ratio [HR], 0.66; 95% confidence inter val [CI], 0.55– 0.80; P < 0.001). In the matched cohort, deep sedation remained significantly associated with delayed time to extubation (HR, 0.68; 95% 0.56–0.83; P < 0.001) but was not associated with ICU length of stay (HR, 0.94; 95% CI, 0.79–1.13; P = 0.500) and in-hospital mortality (HR, 1.19; 95% CI, 0.65–2.17; P = 0.582).
Conclusion
In many Korean ICUs, early deep sedation was highly prevalent in mechanically ventilated patients and was associated with delayed extubation, but not prolonged ICU stay or in-hospital death.
2.Bone Age Estimation and Prediction of Final Adult Height Using Deep Learning
Junghwan SUH ; Jinkyoung HEO ; Su Jin KIM ; Soyeong PARK ; Mo Kyung JUNG ; Han Saem CHOI ; Youngha CHOI ; Jun Suk OH ; Hae In LEE ; Myeongseob LEE ; Kyungchul SONG ; Ahreum KWON ; Hyun Wook CHAE ; Ho-Seong KIM
Yonsei Medical Journal 2023;64(11):679-686
Purpose:
The appropriate evaluation of height and accurate estimation of bone age are crucial for proper assessment of the growth status of a child. We developed a bone age estimation program using a deep learning algorithm and established a model to predict the final adult height of Korean children.
Materials and Methods:
A total of 1678 radiographs from 866 children, for which the interpretation results were consistent between two pediatric endocrinologists, were used to train and validate the deep learning model. The bone age estimation algorithm was based on the convolutional neural network of the deep learning system. The test set simulation was performed by a deep learning program and two raters using 150 radiographs and final height data for 100 adults.
Results:
There was a statistically significant correlation between bone age interpreted by the artificial intelligence (AI) program and the reference bone age in the test set simulation (r=0.99, p<0.001). In the test set simulation, the AI program showed a mean absolute error (MAE) of 0.59 years and a root mean squared error (RMSE) of 0.55 years, compared with reference bone age, and showed similar accuracy to that of an experienced pediatric endocrinologist (rater 1). Prediction of final adult height by the AI program showed an MAE of 4.62 cm, compared with the actual final adult height.
Conclusion
We developed a bone age estimation program based on a deep learning algorithm. The AI-derived program demonstrated high accuracy in estimating bone age and predicting the final adult height of Korean children and adolescents.
3.Ticagrelor Monotherapy After 3-Month Dual Antiplatelet Therapy in Acute Coronary Syndrome by High Bleeding Risk: The Subanalysis From the TICO Trial
Yong-Joon LEE ; Yongsung SUH ; Jung-Sun KIM ; Yun-Hyeong CHO ; Kyeong Ho YUN ; Yong Hoon KIM ; Jae Young CHO ; Ae-Young HER ; Sungsoo CHO ; Dong Woon JEON ; Sang-Yong YOO ; Deok-Kyu CHO ; Bum-Kee HONG ; Hyuckmoon KWON ; Sung-Jin HONG ; Chul-Min AHN ; Dong-Ho SHIN ; Chung-Mo NAM ; Byeong-Keuk KIM ; Young-Guk KO ; Donghoon CHOI ; Myeong-Ki HONG ; Yangsoo JANG ; For the TICO investigators
Korean Circulation Journal 2022;52(4):324-337
Background and Objectives:
Identifying patients with high bleeding risk (HBR) is important when making decisions for antiplatelet therapy strategy. This study evaluated the impact of ticagrelor monotherapy after 3-month dual antiplatelet therapy (DAPT) according to HBR in acute coronary syndrome (ACS) patients treated with drug eluting stents (DESs).
Methods:
In this post-hoc analysis of the TICO trial, HBR was defined by 2 approaches: meeting Academic Research Consortium for HBR (ARC-HBR) criteria or Predicting Bleeding Complications in Patients Undergoing Stent Implantation and Subsequent DAPT (PRECISEDAPT) score ≥25. The primary outcome was a 3–12 months net adverse clinical event (composite of major bleeding and adverse cardiac and cerebrovascular events).
Results:
Of the 2,980 patients without adverse events during the first 3 months after DES implantation, 453 (15.2%) were HBR by ARC-HBR criteria and 504 (16.9%) were HBR by PRECISE-DAPT score. The primary outcome rate was higher in HBR versus non-HBR patients (by ARC-HBR criteria: hazard ratio [HR], 2.87; 95% confidence interval [CI], 1.76– 4.69; p<0.001; by PRECISE-DAPT score: HR, 3.09; 95% CI, 1.92–4.98; p<0.001). Ticagrelor monotherapy after 3-month DAPT was associated with lower primary outcome rate than ticagrelor-based 12-month DAPT regardless of HBR by ARC-HBR criteria, with similar magnitudes of therapy effect for HBR and non-HBR patients (p-interaction=0.400). Results were consistent by PRECISE-DAPT score (p-interaction=0.178).
Conclusions
In ACS patients treated with DESs, ticagrelor monotherapy after 3-month DAPT was associated with lower rate of adverse clinical outcomes regardless of HBR, with similar magnitudes of therapy effect between HBR and non-HBR.Trial Registration: ClinicalTrials.gov Identifier: NCT02494895
4.Productivity Loss of Rheumatoid Arthritis Patients according to the Their Stages of the Disease Activity Score.
Sang Cheol BAE ; Jin Hye CHA ; Jung Yoon CHOE ; Sung Jae CHOI ; Soo Kyung CHO ; Won Tae CHUNG ; Chung Il JOUNG ; Young Ok JUNG ; Young Mo KANG ; Dong Wook KIM ; Jinseok KIM ; Young Joo KIM ; Choong Ki LEE ; Hye Soon LEE ; Jisoo LEE ; Sang Heon LEE ; Sang Hoon LEE ; Shin Seok LEE ; Yeon Ah LEE ; Seong Su NAH ; Seung Cheol SHIM ; Gwan Gyu SONG ; Chang Hee SUH ; Soyoung WON ; Wan Hee YOO ; Bo Young YOON
Journal of Rheumatic Diseases 2018;25(2):122-130
OBJECTIVE: Productivity loss was compared by 3-stage of disease activity and associations between higher disease activity and high productivity loss were identified. METHODS: Data were extracted from Rheumatoid Arthritis (RA) Patient-reported Outcomes Research, which enrolled 2,000 RA patients (>20-year) on disease-modifying-antirheumatic-drugs (DMARDs) (≥6-month) from December 2012 to June 2013. This included 1,457 RA patients with the disease activity score (DAS-28-ESR) in their medical charts. Productivity loss in time and indirect cost was estimated using The World Health Organization Health and Work Performance Questionnaire (HPQ). Baseline characteristics and productivity loss outcomes were compared according to DAS-28-ESR groups. RESULTS: 84.4% were females, 54.2% had low DAS-28-ESR ( < 3.2), and 38.2% and 7.6% had moderate (3.2∼5.1) and high DAS-28-ESR (>5.1). Patients with moderate to high DAS-28-ESR had higher lost productivity time (LPT) and monthly costs of LPT than those with low DAS-28-ESR (time in hours: 110.0±58.4 vs. 132.4±57.2 vs. 71.5±52.0, p < 0.0001; monthly costs of LPT in 1,000 Korean won: 1,097±607 vs. 1,302±554 vs. 741±531, p < 0.0001). Multiple regression analyses revealed significant associations with high LPT in high (adjusted odds ratio [OR]=3.87, 95% confidence interval [CI]: 2.18∼6.87) and moderate DAS-28-ESR (adjusted OR=1.88, 95% CI: 1.41∼2.52) compared to low DAS-28-ESR. In addition, positive associations with high monthly costs of LPT were observed in high (adjusted OR=3.45, 95% CI: 1.98∼5.99) and moderate DAS-28-ESR (adjusted OR=1.93, 95% CI: 1.43∼2.54) compared to low DAS-28-ESR. CONCLUSION: Timely therapeutic strategies should be taken into consideration given that the RA patients with moderate to high DAS-28-ESR showed strong associations with high productivity loss for effective management of RA.
Arthritis, Rheumatoid*
;
Efficiency*
;
Female
;
Humans
;
Odds Ratio
;
Outcome Assessment (Health Care)
;
Work Performance
;
World Health Organization
5.Rapid onset of efficacy predicts response to therapy with certolizumab plus methotrexate in patients with active rheumatoid arthritis.
Young Mo KANG ; Young Eun PARK ; Won PARK ; Jung Yoon CHOE ; Chul Soo CHO ; Seung Cheol SHIM ; Sang Cheol BAE ; Chang Hee SUH ; Hoon Suk CHA ; Eun Mi KOH ; Yeong Wook SONG ; Bin YOO ; Shin Seok LEE ; Min Chan PARK ; Sang Heon LEE ; Catherine ARENDT ; Willem KOETSE ; Soo Kon LEE
The Korean Journal of Internal Medicine 2018;33(6):1224-1233
BACKGROUND/AIMS: The objective of this study was to determine the efficacy and safety of add-on therapy with certolizumab pegol (CZP) in active rheumatoid arthritis (RA) patients of a single ethnicity. METHODS: In this 24-week, phase 3, randomized, double-blind, placebo-controlled trial, eligible patients (n = 127) were randomized 2:1 to subcutaneous CZP + methotrexate (MTX; 400 mg at week 0, 2, and 4 followed by 200 mg every 2 weeks) or placebo + MTX. RESULTS: At week 24, the American College of Rheumatology criteria for 20% (ACR20) response rate was significantly greater with CZP + MTX than with placebo (66.7% vs. 27.5%, p < 0.001). Differences in ACR20 response rates for CZP vs. placebo were significant from week 1 (p < 0.05) and remained significant through week 24. The CZP group reported significant improvement in physical function and disability compared to the placebo group (p < 0.001) at week 24, as assessed by Korean Health Assessment Questionnaire-Disability Index (KHAQ-DI). Post hoc analysis indicated that the proportion of patients who had ACR70 responses, Disease Activity Score 28 (DAS28) low disease activity, and DAS28 remission at week 24 was greater in CZP + MTX-treated patients who achieved a decrease in DAS28 ≥ 1.2 (43.8%) at week 4 than in nonresponders. Among 18 (22.2%) and 14 patients (35.0%) in CZP and placebo groups who had latent tuberculosis (TB), none developed active TB. Most adverse events were mild or moderate. CONCLUSIONS: CZP treatment combined with MTX in active RA patients with moderate to severe disease activity and an inadequate response to MTX resulted in rapid onset of efficacy, which is associated with better clinical outcome at week 24 and has an acceptable safety profile, especially in an intermediate TB-burden population.
Arthritis, Rheumatoid*
;
Certolizumab Pegol
;
Humans
;
Latent Tuberculosis
;
Methotrexate*
;
Rheumatology
6.Sleep Problems and Daytime Sleepiness in Children with Nocturnal Enuresis.
Yun Mo GU ; Jung Eun KWON ; Gimin LEE ; Su Jeong LEE ; Hyo Rim SUH ; Soyoon MIN ; Da Eun ROH ; Tae Kyoung JO ; Hee Sun BAEK ; Suk Jin HONG ; Hyeeun SEO ; Min Hyun CHO
Childhood Kidney Diseases 2016;20(2):50-56
PURPOSE: Nocturnal enuresis (NE) is one of the most common problems in childhood. NE has a multifactorial etiology and is influenced by sleep and arousal mechanisms. The aim of the present study was to prospectively evaluate sleep problems and patterns in children with NE compared with normal healthy controls. METHODS: Twenty-eight children with NE and 16 healthy controls were included in the study. To evaluate sleep habits and disturbances, parents and children filled out a questionnaire that included items about sleep patterns and sleep-related behaviors prior to treatment for NE. Demographic factors and other data were compared for the two groups based on the responses to the sleep questionnaire. RESULTS: Night awakening, sleepwalking, and periodic limb movements were more prevalent in children with NE, but symptoms of sleep-disordered breathing were not increased in this group. There were statistically significant differences in periodic limb movements and daytime sleepiness between the two groups. CONCLUSION: Children with NE seemed to have more sleep problems such as night awakening, sleepwalking, and periodic limb movements. In addition, a higher level of daytime sleepiness and hyperactivity in patients with NE suggested a relationship between NE and sleep disorders.
Arousal
;
Child*
;
Demography
;
Extremities
;
Humans
;
Nocturnal Enuresis*
;
Parents
;
Prospective Studies
;
Sleep Apnea Syndromes
;
Sleep Wake Disorders
;
Somnambulism
7.Treatment Outcomes of Rituximab Plus Hyper-CVAD in Korean Patients with Sporadic Burkitt or Burkitt-like Lymphoma: Results of a Multicenter Analysis.
Junshik HONG ; Seok Jin KIM ; Jae Sook AHN ; Moo Kon SONG ; Yu Ri KIM ; Ho Sup LEE ; Ho Young YHIM ; Dok Hyun YOON ; Min Kyoung KIM ; Sung Yong OH ; Yong PARK ; Yeung Chul MUN ; Young Rok DO ; Hun Mo RYOO ; Je Jung LEE ; Jae Hoon LEE ; Won Seog KIM ; Cheolwon SUH
Cancer Research and Treatment 2015;47(2):173-181
PURPOSE: This study was conducted to evaluate outcomes in adult patients with Burkitt lymphoma (BL) or Burkitt-like lymphoma treated with an rituximab plus hyper-CVAD (R-hyper-CVAD) regimen by focusing on tolerability and actual delivered relative dose intensity (RDI). MATERIALS AND METHODS: Patients > or = 20 years of age and pathologically diagnosed with BL or Burkitt-like lymphoma were treated with at least one cycle of R-hyper-CVAD as the first-line treatment in this study. Eligible patients' case report forms were requested from their physicians to obtain clinical and laboratory data for this retrospective study. RESULTS: Forty-three patients (median age, 51 years) from 14 medical centers in Korea were analyzed, none of which were infected with human immunodeficiency virus. The majority of patients had advanced diseases, and 24 patients achieved a complete response (75.0%). After a median follow-up period of 20.0 months, 2-year event-free and overall survival rates were 70.9% and 81.4%, respectively. Eleven patients (25.6%) were unable to complete the R-hyper-CVAD regimen, including six patients due to early death. The RDIs of adriamycin, vincristine, methotrexate, and cytarabine were between 60% and 65%, which means less than 25% of patients received greater than 80% of the planned dose of each drug. Poor performance status was related to the lower RDIs of doxorubicin and methotrexate. CONCLUSION: R-hyper-CVAD showed excellent treatment outcomes in patients who were suitable for dose-intense chemotherapy. However, management of patients who are intolerant to a dose-intense regimen remains problematic due to the frequent occurrence of treatmentrelated complications.
Adult
;
Burkitt Lymphoma
;
Cytarabine
;
Doxorubicin
;
Drug Therapy
;
Follow-Up Studies
;
HIV
;
Humans
;
Korea
;
Lymphoma*
;
Methotrexate
;
Retrospective Studies
;
Survival Rate
;
Vincristine
8.Erratum: Efficacy and Tolerability of Anticholinergics in Korean Children with Overactive Bladder: A Multicenter Retrospective Study.
Se Jin PARK ; Ki Soo PAI ; Jun Mo KIM ; Kwanjin PARK ; Kun Suk KIM ; Sang Hoon SONG ; Sungchan PARK ; Sun Ouck KIM ; Dong Soo RYU ; Minki BAEK ; Sang Don LEE ; Jung Won LEE ; Young Jae IM ; Sang Won HAN ; Jae Min CHUNG ; Min Hyun CHO ; Tae Sun HA ; Won Yeol CHO ; Hong Jin SUH
Journal of Korean Medical Science 2015;30(1):119-119
We made a mistake in our recently published article.
9.The Prevalence of Idiopathic Scoliosis in Eleven Year-Old Korean Adolescents: A 3 Year Epidemiological Study.
Jin Young LEE ; Seong Hwan MOON ; Han Jo KIM ; Moon Soo PARK ; Bo Kyung SUH ; Ji Hoon NAM ; Jae Kyun JUNG ; Hwan Mo LEE
Yonsei Medical Journal 2014;55(3):773-778
PURPOSE: School screening allows for early detection and early treatment of scoliosis, with the purpose of reducing the number of patients requiring surgical treatment. Children between 10 and 14 years old are considered as good candidates for school screening tests of scoliosis. The purpose of the present study was to assess the epidemiological findings of idiopathic scoliosis in 11-year-old Korean adolescents. MATERIALS AND METHODS: A total of 37856 11-year-old adolescents were screened for scoliosis. There were 17110 girls and 20746 boys. Adolescents who were abnormal by Moire topography were subsequently assessed by standardized clinical and radiological examinations. A scoliotic curve was defined as 10degrees or more. RESULTS: The prevalence of scoliosis was 0.19% and most of the curves were small (10degrees to 19degrees). The ratio of boys to girls was 1:5.5 overall. Sixty adolescents (84.5%) exhibited single curvature. Thoracolumbar curves were the most common type of curve identified, followed by thoracic and lumbar curves. CONCLUSION: The prevalence of idiopathic scoliosis among 11-year-old Korean adolescents was 0.19%.
Child
;
Female
;
Humans
;
Male
;
Prevalence
;
Republic of Korea/epidemiology
;
Scoliosis/*epidemiology
10.Efficacy and Tolerability of Anticholinergics in Korean Children with Overactive Bladder: A Multicenter Retrospective Study.
Se Jin PARK ; Ki Soo PAI ; Jun Mo KIM ; Kwanjin PARK ; Kun Suk KIM ; Sang Hoon SONG ; Sungchan PARK ; Sun Ouck KIM ; Dong Soo RYU ; Minki BAEK ; Sang Don LEE ; Jung Won LEE ; Young Jae IM ; Sang Won HAN ; Jae Min CHUNG ; Min Hyun CHO ; Tae Sun HA ; Won Yeol CHO ; Hong Jin SUH
Journal of Korean Medical Science 2014;29(11):1550-1554
We investigated the efficacy and tolerability of various anticholinergics in Korean children with non-neurogenic overactive bladder (OAB). A total of 326 children (males:females= 157:169) aged under 18 yr (mean age 7.3+/-2.6 yr) who were diagnosed with OAB from 2008 to 2011 were retrospectively reviewed. The mean duration of OAB symptoms before anticholinergic treatment was 16.9+/-19.0 months. The mean duration of medication was 5.6+/-7.3 months. Urgency urinary incontinence episodes per week decreased from 1.9+/-3.1 to 0.4+/-1.5 times (P<0.001). The median voiding frequency during daytime was decreased from 9.2+/-5.4 to 6.3+/-4.2 times (P<0.001). According to 3-day voiding diaries, the maximum and average bladder capacity were increased from 145.5+/-66.9 to 196.8+/-80.3 mL and from 80.8+/-39.6 to 121.8+/-56.5 mL, respectively (P<0.001). On uroflowmetry, maximum flow rate was increased from 17.6+/-8.4 to 20.5+/-8.2 mL/sec (P<0.001). Adverse effects were reported in 14 (4.3%) children and six children (1.8%) discontinued medication due to adverse effects. Our results indicate that anticholinergics are effective to improve OAB symptoms and tolerability was acceptable without severe complications in children.
Child
;
Child, Preschool
;
Cholinergic Antagonists/adverse effects/*therapeutic use
;
Constipation/etiology
;
Dizziness/etiology
;
Female
;
Humans
;
Male
;
Retrospective Studies
;
Treatment Outcome
;
Urinary Bladder, Overactive/*drug therapy

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