1.Generative Adversarial Network-Based Image Conversion Among Different Computed Tomography Protocols and Vendors: Effects on Accuracy and Variability in Quantifying Regional Disease Patterns of Interstitial Lung Disease
Hye Jeon HWANG ; Hyunjong KIM ; Joon Beom SEO ; Jong Chul YE ; Gyutaek OH ; Sang Min LEE ; Ryoungwoo JANG ; Jihye YUN ; Namkug KIM ; Hee Jun PARK ; Ho Yun LEE ; Soon Ho YOON ; Kyung Eun SHIN ; Jae Wook LEE ; Woocheol KWON ; Joo Sung SUN ; Seulgi YOU ; Myung Hee CHUNG ; Bo Mi GIL ; Jae-Kwang LIM ; Youkyung LEE ; Su Jin HONG ; Yo Won CHOI
Korean Journal of Radiology 2023;24(8):807-820
Objective:
To assess whether computed tomography (CT) conversion across different scan parameters and manufacturers using a routable generative adversarial network (RouteGAN) can improve the accuracy and variability in quantifying interstitial lung disease (ILD) using a deep learning-based automated software.
Materials and Methods:
This study included patients with ILD who underwent thin-section CT. Unmatched CT images obtained using scanners from four manufacturers (vendors A-D), standard- or low-radiation doses, and sharp or medium kernels were classified into groups 1–7 according to acquisition conditions. CT images in groups 2–7 were converted into the target CT sty le (Group 1: vendor A, standard dose, and sharp kernel) using a RouteGAN. ILD was quantified on original and converted CT images using a deep learning-based software (Aview, Coreline Soft). The accuracy of quantification was analyzed using the dice similarity coefficient (DSC) and pixel-wise overlap accuracy metrics against manual quantification by a radiologist. Five radiologists evaluated quantification accuracy using a 10-point visual scoring system.
Results:
Three hundred and fifty CT slices from 150 patients (mean age: 67.6 ± 10.7 years; 56 females) were included. The overlap accuracies for quantifying total abnormalities in groups 2–7 improved after CT conversion (original vs. converted: 0.63vs. 0.68 for DSC, 0.66 vs. 0.70 for pixel-wise recall, and 0.68 vs. 0.73 for pixel-wise precision; P < 0.002 for all). The DSCs of fibrosis score, honeycombing, and reticulation significantly increased after CT conversion (0.32 vs. 0.64, 0.19 vs. 0.47, and 0.23 vs. 0.54, P < 0.002 for all), whereas those of ground-glass opacity, consolidation, and emphysema did not change significantly or decreased slightly. The radiologists’ scores were significantly higher (P < 0.001) and less variable on converted CT.
Conclusion
CT conversion using a RouteGAN can improve the accuracy and variability of CT images obtained using different scan parameters and manufacturers in deep learning-based quantification of ILD.
2.Genetic Variants and Clinical Phenotypes in Korean Patients With Hereditary Hemorrhagic Telangiectasia
Bo-Gyeong KIM ; Joo-hyun JUNG ; Mi-Jung KIM ; Eun-Hye MOON ; Jae-Hwan OH ; Jung-Woo PARK ; Heung-Eog CHA ; Ju-Hyun KIM ; Yoon-Jae KIM ; Jun-Won CHUNG ; Ki-Baik HAHM ; Hong-Ryul JIN ; Yong-Ju JANG ; Sung Wan KIM ; Seung-Kyu CHUNG ; Dae-Woo KIM ; Young Jae LEE ; Seon-Tae KIM
Clinical and Experimental Otorhinolaryngology 2021;14(4):399-406
Objectives:
. Hereditary hemorrhagic telangiectasia (HHT) is an autosomal dominant vascular disorder characterized by recurrent epistaxis, telangiectasia, and visceral arteriovenous malformations (AVMs). Activin A receptor-like type 1 (ACVRL1/ALK1) and endoglin (ENG) are the principal genes whose mutations cause HHT. No multicenter study has yet investigated correlations between genetic variations and clinical outcomes in Korean HHT patients.
Methods:
. Seventy-two members from 40 families suspected to have HHT based on symptoms were genetically screened for pathogenic variants of ACVRL1 and ENG. Patients with genetically diagnosed HHT were also evaluated.
Results:
. In the HHT genetic screening, 42 patients from 24 of the 40 families had genetic variants that met the pathogenic criteria (pathogenic very strong, pathogenic strong, pathogenic moderate, or pathogenic supporting) based on the American College of Medical Genetics and Genomics Standards and Guidelines for either ENG or ACVRL1: 26 from 12 families (50%) for ENG, and 16 from 12 families (50%) for ACVRL1. Diagnostic screening of 42 genetically positive HHT patients based on the Curaçao criteria revealed that 24 patients (57%) were classified as having definite HHT, 17 (41%) as having probable HHT, and 1 (2%) as unlikely to have HHT. Epistaxis was the most common clinical presentation (38/42, 90%), followed by visceral AVMs (24/42, 57%) and telangiectasia (21/42, 50%). Five patients (12%) did not have a family history of HHT clinical symptoms.
Conclusion
. Only approximately half of patients with ACVRL1 or ENG genetic variants could be clinically diagnosed as having definite HHT, suggesting that genetic screening is important to confirm the diagnosis.
3.Alcohol consumption and gastric cancer risk in Korea: a case-control study
Mi Hui KIM ; Shin Ah KIM ; Chan Hyuk PARK ; Chang Soo EUN ; Dong Soo HAN ; Yong Sung KIM ; Kyu Sang SONG ; Bo Youl CHOI ; Hyun Ja KIM
Nutrition Research and Practice 2019;13(5):425-433
BACKGROUND/OBJECTIVES: The International Agency for Research on Cancer defined alcohol beverages and acetaldehyde derived from alcoholic beverages as a Group 1 carcinogen to humans. However, the association between alcohol consumption and gastric cancer risk has been controversial in Korean. We assessed the relationship between alcohol consumption and gastric cancer risk in Korea through a case-control study. SUBJECTS/METHODS: From 2 hospitals, a total of 316 cases with gastric cancer (208 men, 108 women) were selected and matched to 316 controls by sex and age (± 5 years) during the same duration. The current status, frequency, and amount of alcohol consumption for a year three years ago were assessed by trained interviewers. RESULTS: Alcohol consumption status and frequency did not show any significant association with gastric cancer risk. However, high alcohol consumption (≥ 20 g/day for women or ≥ 40 g/day for men) significantly increased the risk of gastric cancer (odds ratio (OR) 1.73; 95% confidence interval (CI) 1.05–2.85). Gastric cancer risk was strongly positively associated with alcohol consumption of ≥ 20 g/day, especially in women (OR 5.62; 95% CI 1.32–23.81). CONCLUSION: The results from this study suggest that excessive alcohol consumption rather than the current status or frequency of alcohol consumption contributes to the increased risk of gastric cancer, especially in women.
4.Application of a Collagen Patch Derived from Duck Feet in Acute Tympanic Membrane Perforation.
Soo Hyeon KIM ; Ju Yeon JEONG ; Hyun Jung PARK ; Bo Mi MOON ; Ye Ri PARK ; Ok Joo LEE ; Md Tipu SULTAN ; Dong Kyu KIM ; Hae Sang PARK ; Jun Ho LEE ; Chan Hum PARK
Tissue Engineering and Regenerative Medicine 2017;14(3):233-241
We investigated the utility of the duck-feet collagen extraction patching procedure in the traumatic tympanic membrane (TM) perforation via a comparison with spontaneous healing or paper patch. Fifty-six ears of adult male Sprague-Dawley rats, each weighing in the range of 250 to 300 g, were used for the animal studies. Sixteen rats had one-side ear in the control group and the opposite-side ear in the treated groups. The remaining twelve rats had a one-side ear with the duck-feet collagen patch and the opposite-side ear with a paper patch. The proliferating cell nuclear antigen (PCNA) expression cells were calculated among the 200 basal cells, and the expression percentage was identified as the labeling index. The healing of the perforation in the duck-feet collagen patch group was confirmed to be more rapid compared to the healing of the other groups. PCNA staining was observed in the migrating portion of PCNA enhanced cell to collagen scaffold in Post operative day (POD) 7 of collagen patch group. Thus, the adhesive effect of the duck-feet collagen patch to perforated margin was better than that of the paper patch. After completing the healing process, the collagen patch shrank and detached from the tympanic membrane (POD 14). In this study, we confirmed that the use of a duck-feet collagen patch had the advantage of early healing, inducing natural TM contour, and disappearing ability after the patch effect is complete.
Adhesives
;
Adult
;
Animals
;
Collagen*
;
Ducks*
;
Ear
;
Ear, Middle
;
Fibroins
;
Foot*
;
Humans
;
Male
;
Proliferating Cell Nuclear Antigen
;
Rats
;
Rats, Sprague-Dawley
;
Tympanic Membrane Perforation*
;
Tympanic Membrane*
5.Non-Responders to Intravenous Immunoglobulin and Coronary Artery Dilatation in Kawasaki Disease: Predictive Parameters in Korean Children.
Bo Young KIM ; Dongwan KIM ; Yong Hyun KIM ; Eell RYOO ; Yong Han SUN ; In Sang JEON ; Mi Jin JUNG ; Hye Kyung CHO ; Hann TCHAH ; Deok Young CHOI ; Na Yeon KIM
Korean Circulation Journal 2016;46(4):542-549
BACKGROUND AND OBJECTIVES: In Kawasaki disease (KD), high dose intravenous immunoglobulin (IVIG) significantly lowers the coronary complications. However, some patients either do not respond to initial therapy or develop coronary complications. We aimed to identify the predictive factors for unresponsiveness to initial IVIG therapy and coronary artery dilatation (CAD; defined by Z-score≥2.5) in the acute phase and convalescent phase. SUBJECTS AND METHODS: A retrospective review was conducted of 703 patients with KD, admitted to Gachon University Gil Medical Center between January 2005 and June 2013. The patients were divided into two groups-IVIG responders vs. non-responders-based on the IVIG treatments, and presence of fever after treatment. Further, these groups were divided into two subgroups based on their CAD. RESULTS: Among the 703 patients with KD, the rate of non-responders to initial IVIG was 16.8%. Serum total bilirubin, platelet count, and neutrophil proportion were independent predictive parameters of unresponsiveness (p<0.05). CAD was found in 234 patients (33.3%) in the acute phase, and in 32 patients (4.6%) in the convalescent phase. Male gender, fever duration, serum C-reactive protein, and white blood cell count were related to CAD (p<0.05). CAD was detected more frequently in non-responders than in the responders (47.5% vs. 31.5%, p=0.001). Kobayashi, Egami, and Sano scoring systems applied to our study population reflected low sensitivities (28.0-33.9%). CONCLUSION: Several independent parameters were related to unresponsiveness to the initial IVIG or CAD. These parameters might be helpful in establishing more focused and careful monitoring of high-risk KD patients in Korea.
Bilirubin
;
C-Reactive Protein
;
Child*
;
Coronary Vessels*
;
Dilatation*
;
Fever
;
Humans
;
Immunoglobulins*
;
Immunoglobulins, Intravenous
;
Korea
;
Leukocyte Count
;
Male
;
Mucocutaneous Lymph Node Syndrome*
;
Neutrophils
;
Platelet Count
;
Retrospective Studies
6.Taste education reduces food neophobia and increases willingness to try novel foods in school children.
Nutrition Research and Practice 2016;10(2):221-228
BACKGROUND/OBJECTIVES: This study measured the effects of a taste education program developed in Korea on food neophobia and willingness to try novel foods in school children. SUBJECTS/METHODS: One-hundred and twenty school children (aged 7-9 years) residing in Seoul participated in 12 sessions of a taste education program for 3 months. The Korean taste education program was adapted from "Les classes du goût" by J. Puisais and modified to suit a Korean education environment. The study subjected school children to pre- and post-programs on food neophobia and willingness to try novel foods (WTNF), in addition to children's food neophobia in their parents. A total of 101 survey data were analyzed using SPSS 18.0. RESULTS: Regarding the effects of taste education, scores of food neophobia significantly decreased (P < 0.01) in the posttest, mean (m) score (4.10 ± 1.19) decreased compared to the pretest (4.39 ± 1.00), and WTNF significantly increased (P < 0.001) in the pretest (m) score (0.48 ± 0.33) compared to the pretest (0.32 ± 0.34). This result indicates verification of the study hypothesis. CONCLUSIONS: Food neophobia scale (FNS), an index that measures personal food preference [1,2], showed a very weak correlation with behavioral willingness to taste novel foods (WTNF). Therefore, it is expected that the two scales measure different things. However, considering that the traits of food neophobia are not easily changed, the taste education program was administered in a remarkably effective manner.
Child*
;
Education*
;
Food Preferences
;
Humans
;
Korea
;
Parents
;
Seoul
;
Weights and Measures
7.Effects of Scytosiphon lomentaria on osteoblastic proliferation and differentiation of MC3T3-E1 cells.
Mi Hwa PARK ; Seoyeon KIM ; Jihyeon CHEON ; Juyeong LEE ; Bo Kyung KIM ; Sang Hyeon LEE ; Changsuk KONG ; Yuck Yong KIM ; Mihyang KIM
Nutrition Research and Practice 2016;10(2):148-153
BACKGROUND/OBJECTIVES: Bone formation and bone resorption continuously occur in bone tissue to prevent the accumulation of old bone, this being called bone remodeling. Osteoblasts especially play a crucial role in bone formation through the differentiation and proliferation. Therefore, in this study, we investigated the effects of Scytosiphon lomentaria extract (SLE) on osteoblastic proliferation and differentiation in MC3T3-E1 cells. MATERIALS/METHODS: A cell proliferation assay, alkaline phosphatase (ALP) activity assay, alizarin red staining and protein expression analysis of osteoblastic genes were carried out to assess the osteoblastic proliferation and differentiation. RESULTS: The results indicated that treatment of SLE promoted the proliferation of MC3T3-E1 cells and improved ALP activity. And, SLE treatment significantly promoted mineralized nodule formation compared with control. In addition, cells treated with SLE significantly upregulated protein expression of ALP, type 1 collagen, bone morphogenetic protein 2, runt-related transcription factor 2, osterix, and osteoprotegerin. CONCLUSIONS: The results demonstrate that SLE promote differentiation inducement and proliferation of osteoblasts and, therefore may help to elucidate the transcriptional mechanism of bone formation and possibly lead to the development of bone-forming drugs.
Alkaline Phosphatase
;
Bone and Bones
;
Bone Morphogenetic Protein 2
;
Bone Remodeling
;
Bone Resorption
;
Cell Proliferation
;
Collagen Type I
;
Osteoblasts*
;
Osteogenesis
;
Osteoprotegerin
;
Transcription Factors
8.Prevalence of Atrial Fibrillation and Relation to Echocardiographic Parameters in a Healthy Asymptomatic Rural Korean Population.
Hwan Cheol PARK ; Jin Kyu PARK ; Sung Il CHOI ; Soon Gil KIM ; Mi Kyung KIM ; Bo Youl CHOI ; Jinho SHIN
Journal of Korean Medical Science 2015;30(8):1078-1084
Atrial fibrillation (AF) is the most common arrhythmia worldwide and a potent independent risk factor for stroke. This study aimed to determine the prevalence of AF in a population-based sample of adults in a rural region of Korea. Between January 2005 and December 2009, 4,067 individuals (60.2 +/- 11.2 yr old, M: F = 1,582:2,485) over 21 who were residents of the county of Yangpyeong, Korea, participated in the study. AF was assessed on a resting 12-lead electrocardiogram (ECG) in 4,053 of the participants. Blood tests and transthoracic echocardiography (TTE) were also performed to investigate the relationship between left ventricular mass and AF in the study group. Fifty-four cases (32 men) were diagnosed as AF among the 4,053 subjects. The crude prevalence of AF was 1.3%. It was highest (2.3%) among sixty- and seventy- year olds, and higher in men than women in all age groups over 50. The prevalence in men was 2.0%, and in women 0.9%. In univariate analysis, age, male gender, body mass index, total serum cholesterol, alanine transaminase, serum creatinine, adiponectin level, and ischemic heart disease were associated with AF. Among the TTE parameters, systolic and diastolic left ventricular systolic internal dimension (LVID), and LV ejection fraction were associated with AF. In this relatively healthy population in a rural area of Korea, the prevalence of AF is 1.3%, and increases with age. Of the TTE parameters, systolic and diastolic LVID and left atrial diameter are related to prevalence of AF.
Adult
;
Age Distribution
;
Aged
;
Aged, 80 and over
;
Asymptomatic Diseases/*epidemiology
;
Atrial Fibrillation/*epidemiology/*ultrasonography
;
Causality
;
Comorbidity
;
Echocardiography/*statistics & numerical data
;
Female
;
Humans
;
Male
;
Middle Aged
;
Prevalence
;
Reproducibility of Results
;
Republic of Korea/epidemiology
;
Risk Factors
;
Rural Population/*statistics & numerical data
;
Sensitivity and Specificity
;
Sex Distribution
;
Stroke/*epidemiology/ultrasonography
;
Stroke Volume
9.5-(4-Hydroxy-2,3,5-trimethylbenzylidene) thiazolidine-2,4-dione attenuates atherosclerosis possibly by reducing monocyte recruitment to the lesion.
Jae Hoon CHOI ; Jong Gil PARK ; Hyung Jun JEON ; Mi Sun KIM ; Mi Ran LEE ; Mi Ni LEE ; SeongKeun SONN ; Jae Hong KIM ; Mun Han LEE ; Myung Sook CHOI ; Yong Bok PARK ; Oh Seung KWON ; Tae Sook JEONG ; Woo Song LEE ; Hyun Bo SHIM ; Dong Hae SHIN ; Goo Taeg OH
Experimental & Molecular Medicine 2011;43(8):471-478
A variety of benzylidenethiazole analogs have been demonstrated to inhibit 5-lipoxygenase (5-LOX). Here we report the anti-atherogenic potential of 5-(4-hydroxy-2,3,5-trimethylbenzylidene) thiazolidin-2,4-dione (HMB-TZD), a benzylidenethiazole analog, and its potential mechanism of action in LDL receptor-deficient (Ldlr-/-) mice. HMB-TZD Treatment reduced leukotriene B4 (LTB4) production significantly in RAW264.7 macrophages and SVEC4-10 endothelial cells. Macrophages or endothelial cells pre-incubated with HMB-TZD for 2 h and then stimulated with lipopolysaccharide or tumor necrosis factor-alpha (TNF-alpha) displayed reduced cytokine production. Also, HMB-TZD reduced cell migration and adhesion in accordance with decreased proinflammatory molecule production in vitro and ex vivo. HMB-TZD treatment of 8-week-old male Ldlr-/- mice resulted in significantly reduced atherosclerotic lesions without a change to plasma lipid profiles. Moreover, aortic expression of pro-atherogenic molecules involved in the recruitment of monocytes to the aortic wall, including TNF-alpha , MCP-1, and VCAM-1, was downregulated. HMB-TZD also reduced macrophage infiltration into atherosclerotic lesions. In conclusion, HMB-TZD ameliorates atherosclerotic lesion formation possibly by reducing the expression of proinflammatory molecules and monocyte/macrophage recruitment to the lesion. These results suggest that HMB-TZD, and benzylidenethiazole analogs in general, may have therapeutic potential as treatments for atherosclerosis.
Animals
;
Atherosclerosis/*drug therapy
;
Cell Adhesion/drug effects
;
Cell Line
;
Cell Movement/drug effects
;
Chemokine CCL2/metabolism
;
Dinoprostone/metabolism
;
Enzyme-Linked Immunosorbent Assay
;
Humans
;
Leukotriene B4/metabolism
;
Macrophages/cytology/drug effects
;
Male
;
Mice
;
Monocytes/cytology/*drug effects
;
Random Allocation
;
Receptors, LDL/deficiency/genetics
;
Thiazolidinediones/*therapeutic use
;
Tumor Necrosis Factor-alpha/pharmacology
10.Immersion Ultrasonography of Excised Nonpalpable Breast Lesion Specimens after Ultrasound-Guided Needle Localization.
Ki Yeol LEE ; Bo Kyoung SEO ; Ann YI ; Bo Kyung JE ; Kyu Ran CHO ; Ok Hee WOO ; Mi Young KIM ; Sang Hoon CHA ; Young Sik KIM ; Gil Soo SON ; Young Soo KIM
Korean Journal of Radiology 2008;9(4):312-319
OBJECTIVE: Ultrasound-guided needle localization has been used prior to the surgical excision of nonpalpable breast lesions. The aim of the study was to assess the feasibility of the use of a saline immersion specimen ultrasound technique (immersion-US) to confirm the successful removal of breast lesions. MATERIALS AND METHODS: The devised immersion-US technique was used to examine the excised tissues of 72 ultrasound-guided needle localized breast lesions of 58 patients (34 benign lesions, 30 high-risk lesions and 8 malignant lesions). Freshly excised specimens were placed in a container filled with saline and one radiologist scanned the surgically excised specimens using a high-frequency linear transducer. We evaluated successful lesion removal and the qualities of the immersion-US images. Miss rates were determined by the use of postoperative ultrasound during follow-up. RESULTS: All 72 lesions were identified by the use of immersion-US and satisfactory or excellent quality images were obtained for most lesions (70/72, 97%). Five (7%) lesions were initially identified as incompletely excised, based on the immersion-US findings, and prompt re-excision was undertaken. Follow-up ultrasound examinations showed no residual mass in the surgical field in any patient. CONCLUSION: The immersion-US technique was found straightforward and efficient to perform. Immersion-US was able to determine whether nonpalpable breast lesions had been successfully excised after ultrasound-guided needle localization.
Adult
;
Biopsy, Needle/methods
;
Breast Neoplasms/*ultrasonography
;
Female
;
Humans
;
Immersion
;
Mammography
;
Mastectomy
;
Middle Aged
;
Prospective Studies
;
Ultrasonography/*methods
;
Ultrasonography, Mammary/methods

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