1.Development and Validation of a Simple Index Based on Non-Enhanced CT and Clinical Factors for Prediction of Non-Alcoholic Fatty Liver Disease
Yura AHN ; Sung Cheol YUN ; Seung Soo LEE ; Jung Hee SON ; Sora JO ; Jieun BYUN ; Yu Sub SUNG ; Ho Sung KIM ; Eun Sil YU
Korean Journal of Radiology 2020;21(4):413-421
OBJECTIVE: A widely applicable, non-invasive screening method for non-alcoholic fatty liver disease (NAFLD) is needed. We aimed to develop and validate an index combining computed tomography (CT) and routine clinical data for screening for NAFLD in a large cohort of adults with pathologically proven NAFLD.MATERIALS AND METHODS: This retrospective study included 2218 living liver donors who had undergone liver biopsy and CT within a span of 3 days. Donors were randomized 2:1 into development and test cohorts. CT(L-S) was measured by subtracting splenic attenuation from hepatic attenuation on non-enhanced CT. Multivariable logistic regression analysis of the development cohort was utilized to develop a clinical-CT index predicting pathologically proven NAFLD. The diagnostic performance was evaluated by analyzing the areas under the receiver operating characteristic curve (AUC). The cutoffs for the clinical-CT index were determined for 90% sensitivity and 90% specificity in the development cohort, and their diagnostic performance was evaluated in the test cohort.RESULTS: The clinical-CT index included CT(L-S), body mass index, and aspartate transaminase and triglyceride concentrations. In the test cohort, the clinical-CT index (AUC, 0.81) outperformed CT(L-S) (0.74; p < 0.001) and clinical indices (0.73–0.75; p < 0.001) in diagnosing NAFLD. A cutoff of ≥ 46 had a sensitivity of 89% and a specificity of 41%, whereas a cutoff of ≥ 56.5 had a sensitivity of 57% and a specificity of 89%.CONCLUSION: The clinical-CT index is more accurate than CT(L-S) and clinical indices alone for the diagnosis of NAFLD and may be clinically useful in screening for NAFLD.
2.Dual Miniplate Fixation for the Comminuted Fractures of the Hand.
Heung Sub SHIN ; Hyo Kon KIM ; Sung Han HA ; Sun O YU ; Gi Jun LEE
Journal of the Korean Society for Surgery of the Hand 2011;16(2):78-84
PURPOSE: The objective of this study was to evaluate clinical results of dual miniplate fixation for comminuted or periarticular fractures of the hand. MATERIALS AND METHODS: Twenty cases in 18 patients who had comminuted or periarticular fractures of metacarpal or phalangeal bones were treated with dual miniplate fixation from April, 2007 to May, 2009. The mean followed up period was 14.7 months. Our study included comminuted or periarticular fractures which were difficult to keep the fixation by pining or single plating. We evaluated radiologic bony union, angular or rotational deformity, extensor tendon irritaion and total arc of motion. RESULTS: Bony union was achieved successfully after primary dual miniplate fixationin in 12 cases. In 7 cases with a nonunion following previous operative fixation, bony union was obtained by dual miniplate fixation and bone grafting. In one case who had received primary dual plate fixation, nonunion occurred due to massive bone defect. Bony union was obtained by secondary dual plate fixation and bone grafting. Postoperative rotational deformity, angular deformity and irritation symptom were not observed in all cases. Functionally acceptable range of active motion was restored by way of early active motion. CONCLUSION: The dual miniplate fixation is one of the useful method for comminuted metacarpal or phalangeal fractures which cannot obtain firm fixation by other methods.
Bone Transplantation
;
Congenital Abnormalities
;
Fractures, Comminuted
;
Hand
;
Humans
;
Tendons
3.The control of invasive Candida infection in very low birth weight infants by reduction in the use of 3rd generation cephalosporin.
Yu Jin CHANG ; Il Rak CHOI ; Won Sub SHIN ; Jang Hoon LEE ; Yun Kyung KIM ; Moon Sung PARK
Korean Journal of Pediatrics 2013;56(2):68-74
PURPOSE: To evaluate the effectiveness of new management policies on the incidence of invasive Candida infections METHODS: This observational study involved a retrospective analysis of the patients' medical records. In total, 99 very low birth weight infants, who were admitted to the neonatal intensive care unit at Ajou University Hospital from January 2010 to December 2011, were enrolled for the study. Period I, defined as the period before the revision of management policies, comprised 57 infants; whereas, period II, defined as the period after the implementation of new management policies, comprised 42 infants. The new management policies entailed a reduction in antibiotic and histamine type 2 receptor blocker (H2 blocker) use, duration of central venous catheterization, and duration of endotracheal intubation. RESULTS: There was a significant overall decrease in the use of antibiotics including 3rd generation cephalosporin and H2 blockers (P<0.05), and a significantly lower incidence of invasive Candida infections in period II as compared to period I (0/42 vs. 6/57, respectively; P=0.037). Comparison between infants with invasive Candida infections (n=6) and those without (n=93) showed that gestational age (odds ratio [OR], 0.909; 95% confidence interval [CI], 0.829 to 0.996; P=0.042) and the duration of 3rd generation cephalosporin use (OR, 1.093; 95% CI, 1.009 to 1.183; P=0.029) were statistically significant risk factors. CONCLUSION: The new management policies effectively decreased overall use of antibiotics, especially 3rd generation cephalosporin, and H2 blockers, which led to a significantly lower incidence of invasive Candida infections.
Anti-Bacterial Agents
;
Candida
;
Candidiasis, Invasive
;
Catheterization, Central Venous
;
Central Venous Catheters
;
Cross Infection
;
Gestational Age
;
Histamine
;
Humans
;
Incidence
;
Infant
;
Infant, Newborn
;
Infant, Very Low Birth Weight
;
Intensive Care, Neonatal
;
Medical Records
;
Retrospective Studies
;
Sepsis
4.Matchstick-Shaped Bone Grafting for the Treatment of Distal Phalangeal Nonunion.
Heung Sub SHIN ; Hyo Kon KIM ; Sung Han HA ; Sun O YU ; Gi Jun LEE
Journal of the Korean Society for Surgery of the Hand 2012;17(1):1-8
PURPOSE: The purpose of this study was to evaluate clinical and radiological results after osteosynthesis of distal phalangeal nonunion with bone defect by using matchstick-shaped bone graft. MATERIALS AND METHODS: Fifteen distal phalangeal nonunions were treated with osteosynthesis using matchstick-shaped bone graft from September, 2009 to October, 2010. The mean age of patients was 36.1 years (range: 15 to 56 years). This study included 4 women and 10 men. The mean duration of follow-up was 16.8 months (range: 12 to 20 months). We evaluated radiographs, and measured postoperative visual analogue scale (VAS) score and pinch power. RESULTS: Union was achieved in all cases at a mean of postoperative 5.5 weeks (range: 4 to 6 weeks). The mean VAS score improved from 7.25 (range: 5 to 9) to 1.0 (range: 0 to 2) postoperatively. The mean postoperative pinch power was 7.75 lbs (range: 4 to 13 lbs) compared to opposite pinch power of 9.63 lbs (range: 5 to 15 lbs). There was no scar problem, pinch pain and other complication. CONCLUSION: Steosynthesis of distal phalageal nonunion with bone defect by using matchstick-shaped bone graft is technically feasible and simple in that it does not need volar incision and debridement. It is considered as an effective treatment option in distal phalangeal nonunion with bone defect.
Bone Transplantation
;
Cicatrix
;
Debridement
;
Female
;
Follow-Up Studies
;
Humans
;
Male
;
Transplants
5.Natural History of Treated New-Onset Epilepsy in Children: A Long-term Follow-up Cohort Study in a Single Center.
Won Sub SHIN ; Il Rak CHOI ; Yu Jin CHANG ; Hyun Young LEE ; Seung Soo SHIN ; Sung Hwan KIM
Journal of the Korean Child Neurology Society 2012;20(2):98-107
PURPOSE: Seizure outcomes are more complicated in terms of repeated remission and relapse in the course of epilepsy. We aim to investigate the different patterns of evolution in new-onset pediatric epilepsy and the seizure outcome of different types of epilepsy syndromes. METHODS: We examined the evolution pattern of remission and relapse in the course of epilepsy in 326 children who were less than 15 years of age, with new-onset epilepsy. Different remission-relapse patterns were determined in each patient and according to epilepsy syndromes. The probability of repeated remission and relapse were analyzed with Markov process. RESULTS: During follow-up (mean+/-SD: 79+/-25 months) of 326 patients, early remission, defined as remission within the first year of treatment, was seen in 288 patients (88.4%), and late remission was achieved in 21 patients (6.4%). 17 patients (5.2%) never achieved remission. 94.8% of the cohort experienced at least one remission, with first relapse, second relapse, and third relapse occurring in 115 patients (35.3%), 61 patients (18.7%), and 28 patients (8.6%), respectively. At the end of follow-up period, 281 patients (86.2%) were in terminal remission. 194 patients (59.6%) showed a continuous remitting course, and 87 patients (26.7%) showed a remitting-relapse course. 45 patients (13.8%), including worsening courses in 28 patients (8.6%) and drug resistant courses in 17 patients (5.2%), did not show terminal remission. Markov process disclosed that children with epileptic encephalopathy and symptomatic partial epilepsy were less likely to show remission than children with idiopathic partial or generalized epilepsy (P<0.001). CONCLUSION: Only 13.8% of children with new-onset epilepsy have poor seizure outcome in terms of never achieving remission or persistent seizure after achieving at least one remission. The etiology of epilepsy syndrome is an important factor determining seizure outcome.
Child
;
Cohort Studies
;
Epilepsies, Partial
;
Epilepsy
;
Epilepsy, Generalized
;
Follow-Up Studies
;
Humans
;
Markov Chains
;
Natural History
;
Recurrence
;
Seizures
6.Simulation study: the development of a respiratory barrier enclosure with negative pressure and the analysis of its protective effect during intubation
Yong Jae JUNG ; Ki Sub SUNG ; Gina YU ; Ju Young HONG ; Hyun Soo CHUNG
Journal of the Korean Society of Emergency Medicine 2021;32(6):601-610
Objective:
Within the last 2 years, coronavirus disease 2019 has spread rapidly across several continents, with 100 million confirmed infected patients. Physical barrier enclosure, also called “aerosol-box,” is a solution for the shortage of protective devices and spaces. In this study, we examined the safety of the novel barrier enclosure.
Methods:
We simulated droplets by nebulizing 1% glycerol+99% ethanol solution. Two experienced physicians performed intubation under two conditions, such as the isolator condition (applying isolator without negative condition) and the negative pressure condition (applying isolator with the negative condition). We compared two conditions with two control groups, including negative control (room air) and positive control (synthetizing droplet air). During the procedure, particles were counted for 30 seconds, and this was repeated 10 times. At each condition, depending on the result of the normality test (Shapiro-Wilk test), an independent t-test was used when normality was satisfied, and a Mann-Whitney U-test was used when normality was not satisfied.
Results:
The total number of particles in the positive control was 308,788 (175,936-461,124). The total number of particles for both conditions was significantly less than the positive control. Total number of particles in the isolator condition was 30,952 (27,592-33,244, P=0.001) and that in the negative pressure condition was 27,890 (27,165-29,786, P=0.001).
Conclusion
The novel barrier significantly reduces synthetizing droplets exposure during intubation. Application of negative pressure through the isolator results in an additional decrease in particle exposure. Studies involving a larger population of operators and prolonged procedures are required.
7.Deep Learning Algorithm for Automated Segmentationand Volume Measurement of the Liver and Spleen UsingPortal Venous Phase Computed Tomography Images
Yura AHN ; Jee Seok YOON ; Seung Soo LEE ; Heung-Il SUK ; Jung Hee SON ; Yu Sub SUNG ; Yedaun LEE ; Bo-Kyeong KANG ; Ho Sung KIM
Korean Journal of Radiology 2020;21(8):987-997
Objective:
Measurement of the liver and spleen volumes has clinical implications. Although computed tomography (CT)volumetry is considered to be the most reliable noninvasive method for liver and spleen volume measurement, it has limitedapplication in clinical practice due to its time-consuming segmentation process. We aimed to develop and validate a deeplearning algorithm (DLA) for fully automated liver and spleen segmentation using portal venous phase CT images in variousliver conditions.
Materials and Methods:
A DLA for liver and spleen segmentation was trained using a development dataset of portal venousCT images from 813 patients. Performance of the DLA was evaluated in two separate test datasets: dataset-1 which included150 CT examinations in patients with various liver conditions (i.e., healthy liver, fatty liver, chronic liver disease, cirrhosis,and post-hepatectomy) and dataset-2 which included 50 pairs of CT examinations performed at ours and other institutions.The performance of the DLA was evaluated using the dice similarity score (DSS) for segmentation and Bland-Altman 95%limits of agreement (LOA) for measurement of the volumetric indices, which was compared with that of ground truth manualsegmentation.
Results:
In test dataset-1, the DLA achieved a mean DSS of 0.973 and 0.974 for liver and spleen segmentation, respectively,with no significant difference in DSS across different liver conditions (p = 0.60 and 0.26 for the liver and spleen, respectively).For the measurement of volumetric indices, the Bland-Altman 95% LOA was -0.17 ± 3.07% for liver volume and -0.56 ± 3.78%for spleen volume. In test dataset-2, DLA performance using CT images obtained at outside institutions and our institutionwas comparable for liver (DSS, 0.982 vs. 0.983; p = 0.28) and spleen (DSS, 0.969 vs. 0.968; p = 0.41) segmentation.
Conclusion
The DLA enabled highly accurate segmentation and volume measurement of the liver and spleen using portalvenous phase CT images of patients with various liver conditions.
8.Liver-to-Spleen Volume Ratio Automatically Measured on CT Predicts Decompensation in Patients with B Viral Compensated Cirrhosis
Ji Hye KWON ; Seung Soo LEE ; Jee Seok YOON ; Heung-Il SUK ; Yu Sub SUNG ; Ho Sung KIM ; Chul-min LEE ; Kang Mo KIM ; So Jung LEE ; So Yeon KIM
Korean Journal of Radiology 2021;22(12):1985-1995
Objective:
Although the liver-to-spleen volume ratio (LSVR) based on CT reflects portal hypertension, its prognostic role in cirrhotic patients has not been proven. We evaluated the utility of LSVR, automatically measured from CT images using a deep learning algorithm, as a predictor of hepatic decompensation and transplantation-free survival in patients with hepatitis B viral (HBV)-compensated cirrhosis.
Materials and Methods:
A deep learning algorithm was used to measure the LSVR in a cohort of 1027 consecutive patients (mean age, 50.5 years; 675 male and 352 female) with HBV-compensated cirrhosis who underwent liver CT (2007–2010).Associations of LSVR with hepatic decompensation and transplantation-free survival were evaluated using multivariable Cox proportional hazards and competing risk analyses, accounting for either the Child-Pugh score (CPS) or Model for End Stage Liver Disease (MELD) score and other variables. The risk of the liver-related events was estimated using Kaplan-Meier analysis and the Aalen-Johansen estimator.
Results:
After adjustment for either CPS or MELD and other variables, LSVR was identified as a significant independent predictor of hepatic decompensation (hazard ratio for LSVR increase by 1, 0.71 and 0.68 for CPS and MELD models, respectively; p < 0.001) and transplantation-free survival (hazard ratio for LSVR increase by 1, 0.8 and 0.77, respectively; p < 0.001). Patients with an LSVR of < 2.9 (n = 381) had significantly higher 3-year risks of hepatic decompensation (16.7% vs. 2.5%, p < 0.001) and liver-related death or transplantation (10.0% vs. 1.1%, p < 0.001) than those with an LSVR ≥ 2.9 (n = 646). When patients were stratified according to CPS (Child-Pugh A vs. B–C) and MELD (< 10 vs. ≥ 10), an LSVR of < 2.9 was still associated with a higher risk of liver-related events than an LSVR of ≥ 2.9 for all Child-Pugh (p ≤ 0.045) and MELD (p ≤ 0.009) stratifications.
Conclusion
The LSVR measured on CT can predict hepatic decompensation and transplantation-free survival in patients with HBV-compensated cirrhosis.
9.Papular Mucinosis in a Renal Transplantation Recipient.
Jae Keun PARK ; Mi Yeon YU ; Gunwoo KOO ; Joo Hee KWAK ; Jung Hoon LEE ; In Sub JUNG ; Hyunwoo OH ; Joon Sung PARK
The Journal of the Korean Society for Transplantation 2014;28(4):236-240
Papular mucinosis (PM, scleromyxoedema) is a rare dermatologic disease. It is histologically characterized by a focal dermal deposit of mucin within the skin. Although PM is accepted as an idiopathic disease in most cases, some authors argued that it may be a cutaneous manifestation of a systemic disease. Here, we describe a 68-year-old male kidney transplantation recipient with a complaint of intractable itching sensation on the forehead. We diagnosed the skin lesions as PM, which were improved after cyclosporine dose reduction.
Aged
;
Cyclosporine
;
Forehead
;
Humans
;
Kidney Transplantation*
;
Male
;
Mucins
;
Pruritus
;
Scleromyxedema*
;
Sensation
;
Skin
10.The Study of 5,10-Methylenetetrahydrofolate Reductase Variation (MTHFR C677T) in Infertile Females with Polycystic Ovarian Syndrome (PCOS) in Korea.
Kyo Won LEE ; Yu Mi JEONG ; Sook Hwan LEE ; Tae Ki YOON ; In Pyung KWAK ; Seon Woong YOON ; Joong Sub CHOI ; Kye Hyun KIM ; Jong Sul HAN ; Sung Do KIM ; Nam Keun KIM ; Kwang Yul CHA ; Kwang Hyun BAEK ; Suman LEE
Korean Journal of Fertility and Sterility 2003;30(3):217-222
OBJECTIVE: To investigate the association of genetic background between MTHFR C677T genotype and infertile females with polycystic ovarian syndrome. MATERIALS AND METHODS: We compared 86 infertile females with polycystic ovarian syndrome (PCOS) with 100 healthy fertile females with one or more offspring. Pyrosequencing analysis for MTHFR C677T variation was performed on polymerase chain reaction (PCR) product of study group. To validate pyrosequencing data of C677T variation for randomly selected 50 samples, we compared the pyrosequencing result with the PCR-RFLP (Restriction Fragment Length Polymorphism) result of MTHFR C677T genotype. RESULTS: The prevalence of the C677T mutant homozygous (TT) was significantly lower (p=0.0085) in females with PCOS (8.14%) than in fertile females (21.00%). MTHFR 677 TT genotype had a decreased risk (3.7-fold) of PCOS compared with wild type (MTHFR 677 CC). CONCLUSION: Our data support a role for MTHFR mutant homozygous (677 TT) genotype in reducing risk in Korean infertile females with Polycystic ovarian syndrome.
Female*
;
Genotype
;
Humans
;
Korea*
;
Oxidoreductases*
;
Polycystic Ovary Syndrome*
;
Polymerase Chain Reaction
;
Prevalence