1.Comparison of Factors Associated With Direct Versus Transferred-in Admission to Government-Designated Regional Centers Between Acute Ischemic Stroke and Myocardial Infarction in Korea
Dae-Hyun KIM ; Seok-Joo MOON ; Juneyoung LEE ; Jae-Kwan CHA ; Moo Hyun KIM ; Jong-Sung PARK ; Byeolnim BAN ; Jihoon KANG ; Beom Joon KIM ; Won-Seok KIM ; Chang-Hwan YOON ; Heeyoung LEE ; Seongheon KIM ; Eun Kyoung KANG ; Ae-Young HER ; Cindy W YOON ; Joung-Ho RHA ; Seong-Ill WOO ; Won Kyung LEE ; Han-Young JUNG ; Jang Hoon LEE ; Hun Sik PARK ; Yang-Ha HWANG ; Keonyeop KIM ; Rock Bum KIM ; Nack-Cheon CHOI ; Jinyong HWANG ; Hyun-Woong PARK ; Ki Soo PARK ; SangHak YI ; Jae Young CHO ; Nam-Ho KIM ; Kang-Ho CHOI ; Juhan KIM ; Jae-Young HAN ; Jay Chol CHOI ; Song-Yi KIM ; Joon-Hyouk CHOI ; Jei KIM ; Min Kyun SOHN ; Si Wan CHOI ; Dong-Ick SHIN ; Sang Yeub LEE ; Jang-Whan BAE ; Kun Sei LEE ; Hee-Joon BAE
Journal of Korean Medical Science 2022;37(42):e305-
Background:
There has been no comparison of the determinants of admission route between acute ischemic stroke (AIS) and acute myocardial infarction (AMI). We examined whether factors associated with direct versus transferred-in admission to regional cardiocerebrovascular centers (RCVCs) differed between AIS and AMI.
Methods:
Using a nationwide RCVC registry, we identified consecutive patients presenting with AMI and AIS between July 2016 and December 2018. We explored factors associated with direct admission to RCVCs in patients with AIS and AMI and examined whether those associations differed between AIS and AMI, including interaction terms between each factor and disease type in multivariable models. To explore the influence of emergency medical service (EMS) paramedics on hospital selection, stratified analyses according to use of EMS were also performed.
Results:
Among the 17,897 and 8,927 AIS and AMI patients, 66.6% and 48.2% were directly admitted to RCVCs, respectively. Multivariable analysis showed that previous coronary heart disease, prehospital awareness, higher education level, and EMS use increased the odds of direct admission to RCVCs, but the odds ratio (OR) was different between AIS and AMI (for the first 3 factors, AMI > AIS; for EMS use, AMI < AIS). EMS use was the single most important factor for both AIS and AMI (OR, 4.72 vs. 3.90). Hypertension and hyperlipidemia increased, while living alone decreased the odds of direct admission only in AMI;additionally, age (65–74 years), previous stroke, and presentation during non-working hours increased the odds only in AIS. EMS use weakened the associations between direct admission and most factors in both AIS and AMI.
Conclusions
Various patient factors were differentially associated with direct admission to RCVCs between AIS and AMI. Public education for symptom awareness and use of EMS is essential in optimizing the transportation and hospitalization of patients with AMI and AIS.
2.Machine-Learning-Based Approach to Differential Diagnosis in Tuberculous and Viral Meningitis
Young-Seob JEONG ; Minjun JEON ; Joung Ha PARK ; Min-Chul KIM ; Eunyoung LEE ; Se Yoon PARK ; Yu-Mi LEE ; Sungim CHOI ; Seong Yeon PARK ; Ki-Ho PARK ; Sung-Han KIM ; Min Huok JEON ; Eun Ju CHOO ; Tae Hyong KIM ; Mi Suk LEE ; Tark KIM
Infection and Chemotherapy 2021;53(1):53-62
Background:
Tuberculous meningitis (TBM) is the most severe form of tuberculosis, but differentiating between the diagnosis of TBM and viral meningitis (VM) is difficult. Thus, we have developed machine-learning modules for differentiating TBM from VM.Material and Methods: For the training data, confirmed or probable TBM and confirmed VM cases were retrospectively collected from five teaching hospitals in Korea between January 2000 - July 2018. Various machine-learning algorithms were used for training. The machinelearning algorithms were tested by the leave-one-out cross-validation. Four residents and two infectious disease specialists were tested using the summarized medical information.
Results:
The training study comprised data from 60 patients with confirmed or probable TBM and 143 patients with confirmed VM. Older age, longer symptom duration before the visit, lower serum sodium, lower cerebrospinal fluid (CSF) glucose, higher CSF protein, and CSF adenosine deaminase were found in the TBM patients. Among the various machinelearning algorithms, the area under the curve (AUC) of the receiver operating characteristics of artificial neural network (ANN) with ImperativeImputer for matrix completion (0.85; 95% confidence interval 0.79 - 0.89) was found to be the highest. The AUC of the ANN model was statistically higher than those of all the residents (range 0.67 - 0.72, P <0.001) and an infectious disease specialist (AUC 0.76; P = 0.03).
Conclusion
The machine-learning techniques may play a role in differentiating between TBM and VM. Specifically, the ANN model seems to have better diagnostic performance than the non-expert clinician.
3.Machine-Learning-Based Approach to Differential Diagnosis in Tuberculous and Viral Meningitis
Young-Seob JEONG ; Minjun JEON ; Joung Ha PARK ; Min-Chul KIM ; Eunyoung LEE ; Se Yoon PARK ; Yu-Mi LEE ; Sungim CHOI ; Seong Yeon PARK ; Ki-Ho PARK ; Sung-Han KIM ; Min Huok JEON ; Eun Ju CHOO ; Tae Hyong KIM ; Mi Suk LEE ; Tark KIM
Infection and Chemotherapy 2021;53(1):53-62
Background:
Tuberculous meningitis (TBM) is the most severe form of tuberculosis, but differentiating between the diagnosis of TBM and viral meningitis (VM) is difficult. Thus, we have developed machine-learning modules for differentiating TBM from VM.Material and Methods: For the training data, confirmed or probable TBM and confirmed VM cases were retrospectively collected from five teaching hospitals in Korea between January 2000 - July 2018. Various machine-learning algorithms were used for training. The machinelearning algorithms were tested by the leave-one-out cross-validation. Four residents and two infectious disease specialists were tested using the summarized medical information.
Results:
The training study comprised data from 60 patients with confirmed or probable TBM and 143 patients with confirmed VM. Older age, longer symptom duration before the visit, lower serum sodium, lower cerebrospinal fluid (CSF) glucose, higher CSF protein, and CSF adenosine deaminase were found in the TBM patients. Among the various machinelearning algorithms, the area under the curve (AUC) of the receiver operating characteristics of artificial neural network (ANN) with ImperativeImputer for matrix completion (0.85; 95% confidence interval 0.79 - 0.89) was found to be the highest. The AUC of the ANN model was statistically higher than those of all the residents (range 0.67 - 0.72, P <0.001) and an infectious disease specialist (AUC 0.76; P = 0.03).
Conclusion
The machine-learning techniques may play a role in differentiating between TBM and VM. Specifically, the ANN model seems to have better diagnostic performance than the non-expert clinician.
4.The KAAACI/KDA Evidence-Based Practice Guidelines for Chronic Spontaneous Urticaria in Korean Adults and Children: Part 1. Definition, Methodology and First-line Management
Woo-Jung SONG ; Mira CHOI ; Dong Hun LEE ; Jae-Woo KWON ; Gun-Woo KIM ; Myung Hwa KIM ; Mi-Ae KIM ; Min-Hye KIM ; Byung-Keun KIM ; Sujeong KIM ; Joung Soo KIM ; Jung Eun KIM ; Ju-Young KIM ; Joo-Hee KIM ; Hyun Jung KIM ; Hye One KIM ; Hyo-Bin KIM ; Joo Young ROH ; Kyung Hee PARK ; Kui Young PARK ; Han-Ki PARK ; Hyunsun PARK ; Jung Min BAE ; Ji Yeon BYUN ; Dae Jin SONG ; Young Min AHN ; Seung Eun LEE ; Young Bok LEE ; Joong Sun LEE ; Ji Hyun LEE ; Kyung-Hwan LIM ; Young-Min YE ; Yoon-Seok CHANG ; You Hoon JEON ; Jiehyun JEON ; Mihn-Sook JUE ; Sun Hee CHOI ; Jeong-Hee CHOI ; Gyu-Young HUR ; Young Min PARK ; Dae Hyun LIM ; Sang Woong YOUN
Allergy, Asthma & Immunology Research 2020;12(4):563-578
Chronic spontaneous urticaria (CSU) is defined as the occurrence of spontaneous wheals, angioedema, or both for >6 weeks in the absence of specific causes. It is a common condition associated with substantial disease burden both for affected individuals and societies in many countries, including Korea. CSU frequently persists for several years and requires high-intensity treatment; therefore, patients experience deteriorations in quality of life and medication-associated complications. During the last decade, there have been major advances in the pharmacological treatment of CSU and there is an outstanding need for evidence-based guidelines that reflect clinical practice in Korea. The guidelines reported here represent a joint initiative of the Korean Academy of Asthma, Allergy and Clinical Immunology and the Korean Dermatological Association, and aim to provide evidence-based guidance for the management of CSU in Korean adults and children. In Part 1, disease definition, guideline scope and development methodology as well as evidence-based recommendations on the use of antihistamines and corticosteroids are summarized.
5.The KAAACI/KDA Evidence-Based Practice Guidelines for Chronic Spontaneous Urticaria in Korean Adults and Children: Part 1. Definition, Methodology and First-line Management
Woo-Jung SONG ; Mira CHOI ; Dong Hun LEE ; Jae-Woo KWON ; Gun-Woo KIM ; Myung Hwa KIM ; Mi-Ae KIM ; Min-Hye KIM ; Byung-Keun KIM ; Sujeong KIM ; Joung Soo KIM ; Jung Eun KIM ; Ju-Young KIM ; Joo-Hee KIM ; Hyun Jung KIM ; Hye One KIM ; Hyo-Bin KIM ; Joo Young ROH ; Kyung Hee PARK ; Kui Young PARK ; Han-Ki PARK ; Hyunsun PARK ; Jung Min BAE ; Ji Yeon BYUN ; Dae Jin SONG ; Young Min AHN ; Seung Eun LEE ; Young Bok LEE ; Joong Sun LEE ; Ji Hyun LEE ; Kyung-Hwan LIM ; Young-Min YE ; Yoon-Seok CHANG ; You Hoon JEON ; Jiehyun JEON ; Mihn-Sook JUE ; Sun Hee CHOI ; Jeong-Hee CHOI ; Gyu-Young HUR ; Young Min PARK ; Dae Hyun LIM ; Sang Woong YOUN
Allergy, Asthma & Immunology Research 2020;12(4):563-578
Chronic spontaneous urticaria (CSU) is defined as the occurrence of spontaneous wheals, angioedema, or both for >6 weeks in the absence of specific causes. It is a common condition associated with substantial disease burden both for affected individuals and societies in many countries, including Korea. CSU frequently persists for several years and requires high-intensity treatment; therefore, patients experience deteriorations in quality of life and medication-associated complications. During the last decade, there have been major advances in the pharmacological treatment of CSU and there is an outstanding need for evidence-based guidelines that reflect clinical practice in Korea. The guidelines reported here represent a joint initiative of the Korean Academy of Asthma, Allergy and Clinical Immunology and the Korean Dermatological Association, and aim to provide evidence-based guidance for the management of CSU in Korean adults and children. In Part 1, disease definition, guideline scope and development methodology as well as evidence-based recommendations on the use of antihistamines and corticosteroids are summarized.
6.Genome-Wide Association Study for the Identification of Novel Genetic Variants Associated with the Risk of Neuroblastoma in Korean Children
Joon Seol BAE ; Ji Won LEE ; Jung Eun YOO ; Je-Gun JOUNG ; Keon Hee YOO ; Hong Hoe KOO ; Yun-Mi SONG ; Ki Woong SUNG
Cancer Research and Treatment 2020;52(4):1251-1261
Purpose:
Neuroblastoma (NB) is the most common extracranial solid tumor found in children. To identify significant genetic factors for the risk of NB, several genetic studies was conducted mainly for Caucasians and Europeans. However, considering racial differences, there is a possibility that genetic predispositions that contribute to the development of NB are different, and GWAS study has not yet been conducted on Korean NB patients.
Materials and Methods:
To identify the genetic variations associated with the risk of pediatric NB in Korean children, we performed a genome-wide association analysis with 296 NB patients and 1000 unaffected controls (total n = 1,296) after data cleaning and filtering as well as imputation of non-genotyped SNPs using IMPUTE v2.3.2.
Results:
After adjusting for multiple comparisons, we found 21 statistically significant SNPs associated with the risk of NB (Pcorr < 0.05) within 12 genes (RPTN, MRPS18B, LRRC45, KANSL1L, ARHGEF40, IL15RA, L1TD1, ANO7, LAMA5, OR7G2, SALL4, and NEUROG2). Interestingly, out of these, 12 markers were nonsynonymous SNPs. The SNP rs76015112 was most significantly associated with the risk of NB (p = 8.1E-23, Pcorr = 2.3E-17) and was located in the RPTN gene. In addition, significant nonsynonymous SNPs in ADGRE1 were found in patients with MYCN amplification (rs7256147, p = 2.6E-05). In high-risk group, rs7256147 was observed as a significant SNP (p = 5.9E-06).
Conclusion
Our findings might facilitate improved understanding of the mechanism of pediatric NB pathogenesis. However, functional evaluation and replication of these results in other populations are still needed.
7.A Novel Dorsal Slit Approached Non-Ischemic Partial Nephrectomy Method for a Renal Tissue Regeneration in a Mouse Model.
So Young CHUN ; Dae Hwan KIM ; Jeong Shik KIM ; Hyun Tae KIM ; Eun Sang YOO ; Jae Wook CHUNG ; Yun Sok HA ; Phil Hyun SONG ; Yoon Ki JOUNG ; Dong Keun HAN ; Sung Kwang CHUNG ; Bum Soo KIM ; Tae Gyun KWON
Tissue Engineering and Regenerative Medicine 2018;15(4):453-466
BACKGROUND: Kidney ischemia-reperfusion (IR) via laparotomy is a conventional method for kidney surgery in a mouse model. However, IR, an invasive procedure, can cause serious acute and chronic complications through apoptotic and inflammatory pathways. To avoid these adverse responses, a Non-IR and dorsal slit approach was designed for kidney surgery. METHODS: Animals were divided into three groups, 1) sham-operated control; 2) IR, Kidney IR via laparotomy; and 3) Non-IR, Non-IR and dorsal slit. The effects of Non-IR method on renal surgery outcomes were verified with respect to animal viability, renal function, apoptosis, inflammation, fibrosis, renal regeneration, and systemic response using histology, immunohistochemistry, real-time polymerase chain reaction, serum chemistry, terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining, and Masson's trichrome staining. RESULTS: The Non-IR group showed 100% viability with mild elevation of serum blood urea nitrogen and creatinine values at day 1 after surgery, whereas the IR group showed 20% viability and lethal functional abnormality. Histologically, renal tubule epithelial cell injury was evident on day 1 in the IR group, and cellular apoptosis enhanced TUNEL-positive cell number and Fas/caspase-3 and KIM-1/NGAL expression. Inflammation and fibrosis were high in the IR group, with enhanced CD4/CD8-positive T cell infiltration, inflammatory cytokine secretion, and Masson's trichrome stain-positive cell numbers. The Non-IR group showed a suitable microenvironment for renal regeneration with enhanced host cell migration, reduced immune cell influx, and increased expression of renal differentiation-related genes and anti-inflammatory cytokines. The local renal IR influenced distal organ apoptosis and inflammation by releasing circulating pro-inflammatory cytokines. CONCLUSION: The Non-IR and dorsal slit method for kidney surgery in a mouse model can be an alternative surgical approach for researchers without adverse reactions such as apoptosis, inflammation, fibrosis, functional impairment, and systemic reactions.
Animals
;
Apoptosis
;
Blood Urea Nitrogen
;
Cell Count
;
Cell Movement
;
Chemistry
;
Creatinine
;
Cytokines
;
DNA Nucleotidylexotransferase
;
Epithelial Cells
;
Fibrosis
;
Immunohistochemistry
;
Inflammation
;
Kidney
;
Laparotomy
;
Methods*
;
Mice*
;
Nephrectomy*
;
Real-Time Polymerase Chain Reaction
;
Regeneration*
8.A Report of Two Cases of Adventitial Cystic Disease of the Popliteal Artery
Doo Jae LEE ; Hyun Oh PARK ; Ha Nee JANG ; Ki Nyun KIM ; Jun Ho YANG ; Seong Ho MOON ; Joung Hun BYUN ; Sung Hwan KIM ; Jun Young CHOI ; In Seok JANG ; Jong Woo KIM ; Chung Eun LEE
The Journal of Korean Knee Society 2018;30(2):167-170
Two patients were admitted to our department because of recent aggravation of claudication in the leg, which was exacerbated by walking. They were diagnosed as having a Baker cyst or acute thrombosis in the popliteal fossa at another hospital. There was no evidence of ischemia, and the ankle brachial index was normal. Computed tomography and magnetic resonance imaging were performed, revealing a cystic mass of the popliteal artery (PA). Intraoperatively, the cystic lesion was found within the adventitia of the PA; based on the biopsy findings, both patients were diagnosed as having adventitial cystic disease of the PA.
Adventitia
;
Ankle Brachial Index
;
Biopsy
;
Humans
;
Ischemia
;
Leg
;
Magnetic Resonance Imaging
;
Popliteal Artery
;
Popliteal Cyst
;
Thrombosis
;
Walking
9.Development of a Rapid Automated Fluorescent Lateral Flow Immunoassay to Detect Hepatitis B Surface Antigen (HBsAg), Antibody to HBsAg, and Antibody to Hepatitis C.
Ji Hyeong RYU ; Minsuk KWON ; Joung Dae MOON ; Min Woong HWANG ; Jeong Min LEE ; Ki Hyun PARK ; So Jeong YUN ; Hyun Jin BAE ; Aeran CHOI ; Hyeyoung LEE ; Bongsu JUNG ; Juhee JEONG ; Kyungja HAN ; Yonggoo KIM ; Eun Jee OH
Annals of Laboratory Medicine 2018;38(6):578-584
BACKGROUND: Accurate, rapid, and cost-effective screening tests for hepatitis B virus (HBV) and hepatitis C virus (HCV) infection may be useful in laboratories that cannot afford automated chemiluminescent immunoassays (CLIAs). We evaluated the diagnostic performance of a novel rapid automated fluorescent lateral flow immunoassay (LFIA). METHODS: A fluorescent LFIA using a small bench-top fluorescence reader, Automated Fluorescent Immunoassay System (AFIAS; Boditech Med Inc., Chuncheon, Korea), was developed for qualitative detection of hepatitis B surface antigen (HBsAg), antibody to HBsAg (anti-HBs), and antibody to HCV (anti-HCV) within 20 minutes. We compared the diagnostic performance of AFIAS with that of automated CLIAs—Elecsys (Roche Diagnostics GmbH, Penzberg, Germany) and ARCHITECT (Abbott Laboratories, Abbott Park, IL, USA)—using 20 seroconversion panels and 3,500 clinical serum samples. RESULTS: Evaluation with the seroconversion panels demonstrated that AFIAS had adequate sensitivity for HBsAg and anti-HCV detection. From the clinical samples, AFIAS sensitivity and specificity were 99.8% and 99.3% for the HBsAg test, 100.0% and 100.0% for the anti-HBs test, and 98.8% and 99.1% for the anti-HCV test, respectively. Its agreement rates with the Elecsys HBsAg, anti-HBs, and anti-HCV detection assays were 99.4%, 100.0%, and 99.0%, respectively. AFIAS detected all samples with HBsAg genotypes A-F and H and anti-HCV genotypes 1, 1a, 1b, 2a, 2b, 4, and 6. Cross-reactivity with other infections was not observed. CONCLUSIONS: The AFIAS HBsAg, anti-HBs, and anti-HCV tests demonstrated diagnostic performance equivalent to current automated CLIAs. AFIAS could be used for a large-scale HBV or HCV screening in low-resource laboratories or low-to middle-income areas.
Fluorescence
;
Gangwon-do
;
Genotype
;
Hepacivirus
;
Hepatitis B Surface Antigens*
;
Hepatitis B virus
;
Hepatitis B*
;
Hepatitis C*
;
Hepatitis*
;
Immunoassay*
;
Mass Screening
;
Sensitivity and Specificity
;
Seroconversion
10.Quality of Anticoagulation with Warfarin in Korean Patients with Atrial Fibrillation and Prior Stroke: A Multicenter Retrospective Observational Study.
Keun Sik HONG ; Yang Ki KIM ; Hee Joon BAE ; Hyo Suk NAM ; Sun U KWON ; Oh Young BANG ; Jae Kwan CHA ; Byung Woo YOON ; Joung Ho RHA ; Byung Chul LEE ; Jong Moo PARK ; Man Seok PARK ; Jun LEE ; Jay Chol CHOI ; Dong Eog KIM ; Kyung Bok LEE ; Tai Hwan PARK ; Ji Sung LEE ; Seong Eun KIM ; Juneyoung LEE
Journal of Clinical Neurology 2017;13(3):273-280
BACKGROUND AND PURPOSE: The quality of anticoagulation is critical for ensuring the benefit of warfarin, but this has been less well studied in Korean ischemic stroke patients with atrial fibrillation (AF). METHODS: This study retrospectively analyzed the data of patients who had an AF-related ischemic stroke and were treated with long-term warfarin therapy in 16 Korean centers. The quality of warfarin therapy was primarily assessed by the time in therapeutic range [TTR; international normalized ratio (INR), 2.0–3.0] and additionally by the proportion of INR values within the therapeutic range. RESULTS: The long-term warfarin-treated cohort comprised 1,230 patients. They were aged 70.1±9.7 years (mean±SD), 42.5% were female, and their CHA₂DS₂-VASc score was 4.75±1.41. The TTR analysis included 33,941 INR measurements for 27,487 months: per patients, 27.6 (SD, 22.4) INR measurements for 22.4 (SD, 12.9) months. The mean TTR of individual patients was 49.1% (95% confidence interval, 47.9–50.3%), and the TTR quartiles were <34.5, 34.5–49.1, 49.1–64.5%, and >64.5%. None of the 16 centers achieved a mean TTR of >60%. Of all INR measurements, 44.6% were within the therapeutic range, 41.7% were <2.0, and 13.7% were >3.0. CONCLUSIONS: In Korean ischemic stroke patients who had AF, the quality of warfarin therapy was low and might be inadequate to effectively prevent recurrent stroke or systemic embolism.
Atrial Fibrillation*
;
Cohort Studies
;
Embolism
;
Female
;
Humans
;
International Normalized Ratio
;
Observational Study*
;
Retrospective Studies*
;
Stroke*
;
Warfarin*

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