1.Radiomics Analysis of Magnetic Resonance Proton Density Fat Fraction for the Diagnosis of Hepatic Steatosis in Patients With Suspected NonAlcoholic Fatty Liver Disease
Ki Choon SIM ; Min Ju KIM ; Yongwon CHO ; Hyun Jin KIM ; Beom Jin PARK ; Deuk Jae SUNG ; Na Yeon HAN ; Yeo Eun HAN ; Tae Hyung KIM ; Yoo Jin LEE
Journal of Korean Medical Science 2022;37(49):e339-
Background:
This study aimed to assess the diagnostic feasibility of radiomics analysis based on magnetic resonance (MR)-proton density fat fraction (PDFF) for grading hepatic steatosis in patients with suspected non-alcoholic fatty liver disease (NAFLD).
Methods:
This retrospective study included 106 patients with suspected NAFLD who underwent a hepatic parenchymal biopsy. MR-PDFF and MR spectroscopy were performed on all patients using a 3.0-T scanner. Following whole-volume segmentation of the MRPDFF images, 833 radiomic features were analyzed using a commercial program. Radiologic features were analyzed, including median and mean values of the multiple regions of interest and variable clinical features. A random forest regressor was used to extract the important radiomic, radiologic, and clinical features. The model was trained using 20 repeated 10-fold cross-validations to classify the NAFLD steatosis grade. The area under the receiver operating characteristic curve (AUROC) was evaluated using a classifier to diagnose steatosis grades.
Results:
The levels of pathological hepatic steatosis were classified as low-grade steatosis (grade, 0–1; n = 82) and high-grade steatosis (grade, 2–3; n = 24). Fifteen important features were extracted from the radiomic analysis, with the three most important being wavelet-LLL neighboring gray tone difference matrix coarseness, original first-order mean, and 90th percentile. The MR spectroscopy mean value was extracted as a more important feature than the MR-PDFF mean or median in radiologic measures. Alanine aminotransferase has been identified as the most important clinical feature. The AUROC of the classifier using radiomics was comparable to that of radiologic measures (0.94 ± 0.09 and 0.96 ± 0.08, respectively).
Conclusion
MR-PDFF-derived radiomics may provide a comparable alternative for grading hepatic steatosis in patients with suspected NAFLD.
2.Core Elements for Implementing Antimicrobial Stewardship Programs in Korean General Hospitals
Hae Suk CHEONG ; Kyung-Hwa PARK ; Hong Bin KIM ; Shin-Woo KIM ; Bongyoung KIM ; Chisook MOON ; Mi Suk LEE ; Young Kyung YOON ; Su Jin JEONG ; Yong Chan KIM ; Byung Wook EUN ; Hyukmin LEE ; Ji-Yeon SHIN ; Hyung-sook KIM ; In Sun HWANG ; Choon-Seon PARK ; Ki Tae KWON ; Korean Society for Antimicrobial Therapy, The Korean Society of Infectious Diseases, Korean Society
Infection and Chemotherapy 2022;54(4):637-673
Currently, antimicrobial resistance (AMR) is a major threat to global public health. The antimicrobial stewardship program (ASP) has been proposed as an important approach to overcome this crisis. ASP supports the optimal use of antimicrobials, including appropriate dosing decisions, administration duration, and administration routes. In Korea, efforts are being made to overcome AMR using ASPs as a national policy. The current study aimed to develop core elements of ASP that could be introduced in domestic medical facilities. A Delphi survey was conducted twice to select the core elements through expert consensus.The core elements for implementing the ASP included (1) leadership commitment, (2) operating system, (3) action, (4) tracking, (5) reporting, and (6) education. To ensure these core elements are present at medical facilities, multiple departments must collaborate as teams for ASP operations. Establishing a reimbursement system and a workforce for ASPs are prerequisites for implementing ASPs. To ensure that ASP core elements are actively implemented in medical facilities, it is necessary to provide financial support for ASPs in medical facilities, nurture the healthcare workforce in performing ASPs, apply the core elements to healthcare accreditation, and provide incentives to medical facilities by quality evaluation criteria.
3.A Rare Case of Small Bowel Undifferentiated Pleomorphic Sarcoma: Imaging Findings on CT and Magnetic Resonance Enterography
Yeo Eun HAN ; Soo Young CHAE ; Jeong Hyeon LEE ; Beom Jin PARK ; Deuk Jae SUNG ; Na Yeon HAN ; Ki Choon SIM ; Min Ju KIM
Journal of the Korean Radiological Society 2019;80(1):122-128
Gastrointestinal tract involvement in undifferentiated pleomorphic sarcoma (UPS) is extremely rare. To the authors' knowledge, only 21 cases of primary small bowel UPS have been reported in the literature available in English. Reported CT findings in primary small bowel UPS have been nonspecific, and MRI findings have been reported in only one case. The present article describes a case involving a 72-year-old male with histologically confirmed primary UPS arising from the ileum, focusing on both CT and magnetic resonance enterography findings. On CT, primary small bowel UPS was noted as a heterogeneously enhanced small bowel mass without obstruction. Magnetic resonance enterography revealed heterogeneous intermediate T1 and T2 signal intensity, with hemorrhagic or necrotic foci within the mass and heterogeneous enhancement. The differential diagnosis included malignant gastrointestinal tumor; however, the prognosis of UPS is worse, with higher incidences of extra-abdominal metastasis.
4.A Study on Prevalence and Risk Factors for Varicose Veins in Nurses at a University Hospital.
Myeong Ja YUN ; Young Ki KIM ; Dong Mug KANG ; Jong Eun KIM ; Won Choon HA ; Kap yeol JUNG ; Hyun Woo CHOI
Safety and Health at Work 2018;9(1):79-83
BACKGROUND: Lower-limb varicose veins (VVs) are common and known to have a higher prevalence among people who work in occupations requiring prolonged standing. In the Republic of Korea, however, VV-related occupational factors have seldom been examined. This study was conducted to assess the prevalence of VVs among nurses, an occupational group considered to be at high risk of VVs, and determine the occupational risk factors of prolonged standing. METHODS: Between March and August 2014, a questionnaire survey coupled with Doppler ultrasonography was conducted on the nurses working at a university hospital. RESULTS: A total of 414 nurses participated in the survey and diagnostic testing. From the survey analysis and test results, the prevalence of VVs in nurses was estimated to be 16.18%. Significant factors for venous reflux were age [odds ratio (OR) = 1.06, 95% confidence interval (CI) = 1.03–1.10], pregnancy (OR = 2.15, 95% CI = 1.17–3.94), and delivery (OR = 2.02, 95% CI = 1.08–3.78). The statistical significance of these factors was verified after risk adjustment for sociodemographic factors (OR = 3.40, 95% CI = 1.27–9.09). CONCLUSION: Factors significantly associated with venous reflux were increasing age and prolonged working hours (≥ 4 hours) in a standing position (OR = 2.80, 95% CI = 1.08–7.25), even after risk adjustment for sociodemographic factors. This study is significant in that an objective diagnosis of VVs preceded the analysis of the risk factors for VV incidence, thus verifying objectively that VVs are associated with occupations requiring prolonged hours of working in a standing position.
Diagnosis
;
Diagnostic Tests, Routine
;
Humans
;
Incidence
;
Occupational Groups
;
Occupations
;
Posture
;
Pregnancy
;
Prevalence*
;
Republic of Korea
;
Risk Adjustment
;
Risk Factors*
;
Ultrasonography, Doppler
;
Varicose Veins*
5.Bacterial Infections after Liver Transplantation in Children: Single Center Study for 16 Years
Jae Choon KIM ; Su Ji KIM ; Ki Wook YUN ; Eun Hwa CHOI ; Nam Joon YI ; Kyung Suk SUH ; Kwang Woong LEE ; Hoan Jong LEE
Pediatric Infection & Vaccine 2018;25(2):82-90
PURPOSE: Survival after liver transplantation (LT) has improved over the years, but infection is still a major complication. We aimed to identify the characteristics of bacterial infections in pediatric LT recipients. METHODS: This study is a retrospective review of 189 consecutive children undergoing LT between 2000 and 2015 at a single center. In this study, the incidence of infection was determined for the following periods: within 1 month, between 1–5 months, and between 6–12 months. Patients who underwent liver transplants more than once or multiple organ transplants were excluded. RESULTS: All patients had received postoperative antibiotic for 3 days. Only the maintenance immunosuppression with oral tacrolimus and steroids were performed. As a result, 132 bacterial infections developed in 87 (46.0%) patients (0.70 events per person-year). Bacterial infections occurred most frequently within the first month (n=84, 63.6%) after LT. In the pathogens, Staphylococcus aureus (15.2%), Enterococcus species (15.2%), and Klebsiella species (13.6%) were most common. Regarding the organ infected, bloodstream was most common (n=39, 29.5%), followed by peritoneum (n=28, 21.2%), urinary tract (n=25, 18.9%), and lungs (n=20, 15.2%). We changed prophylactic antibiotics from ampicillin-sulbactam to piperacillin-tazobactam at 2011, October, there were no significant effects in the prevalence of antibiotics resistant bacterial infections. The 1-year mortality was 9.0% (n=17), in which 41.2% (n=7) was attributable to bacterial infection; septicemia (n=4), pneumonia (n=2), and peritonitis (n=1). CONCLUSIONS: The incidence and type of bacterial infectious complications after LT in pediatric patients were similar to those of previous studies. Bacterial complications affecting mortality occur within 6 months after transplantation, so proper prophylaxis and treatment in this period may improve the prognosis of LT.
Anti-Bacterial Agents
;
Bacterial Infections
;
Child
;
Enterococcus
;
Humans
;
Immunosuppression
;
Incidence
;
Klebsiella
;
Korea
;
Liver Transplantation
;
Liver
;
Lung
;
Mortality
;
Peritoneum
;
Peritonitis
;
Pneumonia
;
Prevalence
;
Prognosis
;
Retrospective Studies
;
Sepsis
;
Staphylococcus aureus
;
Steroids
;
Tacrolimus
;
Transplants
;
Urinary Tract
6.Ultrasound measurement of pediatric visceral fat thickness: correlations with metabolic and liver profiles.
Jae Hwa JUNG ; Mo Kyung JUNG ; Ki Eun KIM ; Ah Reum KWON ; Hyun Wook CHAE ; Choon Sik YOON ; Ho Seong KIM ; Duk Hee KIM
Annals of Pediatric Endocrinology & Metabolism 2016;21(2):75-80
PURPOSE: Abdominal obesity is a fundamental factor underlying the development of metabolic syndrome. Because of radiation exposure and cost, computed tomography or dual-energy X-ray absorptiometry to evaluate abdominal adiposity are not appropriate in children. Authors evaluated whether ultrasound results could be an indicator of insulin resistance and nonalcoholic fatty liver disease (NAFLD). METHODS: We enrolled 73 subjects (aged 6-16 years) who were evaluated abdominal adiposity by ultrasound. Subcutaneous fat thickness was defined as the measurement from the skin-fat interface to the linea alba, and visceral fat thickness (VFT) was defined as the thickness from the linea alba to the aorta. Anthropometric and biochemical metabolic parameters were also collected and compared. The subjects who met 2 criteria, radiologic confirmed fatty liver and alanine aminotransferase >40, were diagnosed with NAFLD. RESULTS: There was a strong positive correlation between VFT and obesity. VFT was highly correlated with the homeostasis model assessment for insulin resistance score (r=0.403, P<0.001). The area under the curve for VFT as a predictor of NAFLD was 0.875 (95% confidence interval [CI], 0.787-0.964). VFT of 34.3 mm was found to be the discriminating cutoff for NAFLD (sensitivity, 84.6%; specificity, 71.2%, respectively). CONCLUSION: Ultrasound could be useful in measuring VFT and assessing abdominal adiposity in children. Moreover, increased VFT might be an appropriate prognostic factor for insulin resistance and NAFLD.
Absorptiometry, Photon
;
Adiposity
;
Alanine Transaminase
;
Aorta
;
Child
;
Fatty Liver
;
Homeostasis
;
Humans
;
Insulin Resistance
;
Intra-Abdominal Fat*
;
Liver*
;
Non-alcoholic Fatty Liver Disease
;
Obesity
;
Obesity, Abdominal
;
Radiation Exposure
;
Sensitivity and Specificity
;
Subcutaneous Fat
;
Ultrasonography*
7.Ultrasound measurement of pediatric visceral fat thickness: correlations with metabolic and liver profiles.
Jae Hwa JUNG ; Mo Kyung JUNG ; Ki Eun KIM ; Ah Reum KWON ; Hyun Wook CHAE ; Choon Sik YOON ; Ho Seong KIM ; Duk Hee KIM
Annals of Pediatric Endocrinology & Metabolism 2016;21(2):75-80
PURPOSE: Abdominal obesity is a fundamental factor underlying the development of metabolic syndrome. Because of radiation exposure and cost, computed tomography or dual-energy X-ray absorptiometry to evaluate abdominal adiposity are not appropriate in children. Authors evaluated whether ultrasound results could be an indicator of insulin resistance and nonalcoholic fatty liver disease (NAFLD). METHODS: We enrolled 73 subjects (aged 6-16 years) who were evaluated abdominal adiposity by ultrasound. Subcutaneous fat thickness was defined as the measurement from the skin-fat interface to the linea alba, and visceral fat thickness (VFT) was defined as the thickness from the linea alba to the aorta. Anthropometric and biochemical metabolic parameters were also collected and compared. The subjects who met 2 criteria, radiologic confirmed fatty liver and alanine aminotransferase >40, were diagnosed with NAFLD. RESULTS: There was a strong positive correlation between VFT and obesity. VFT was highly correlated with the homeostasis model assessment for insulin resistance score (r=0.403, P<0.001). The area under the curve for VFT as a predictor of NAFLD was 0.875 (95% confidence interval [CI], 0.787-0.964). VFT of 34.3 mm was found to be the discriminating cutoff for NAFLD (sensitivity, 84.6%; specificity, 71.2%, respectively). CONCLUSION: Ultrasound could be useful in measuring VFT and assessing abdominal adiposity in children. Moreover, increased VFT might be an appropriate prognostic factor for insulin resistance and NAFLD.
Absorptiometry, Photon
;
Adiposity
;
Alanine Transaminase
;
Aorta
;
Child
;
Fatty Liver
;
Homeostasis
;
Humans
;
Insulin Resistance
;
Intra-Abdominal Fat*
;
Liver*
;
Non-alcoholic Fatty Liver Disease
;
Obesity
;
Obesity, Abdominal
;
Radiation Exposure
;
Sensitivity and Specificity
;
Subcutaneous Fat
;
Ultrasonography*
8.Neck circumference correlates with tumor size and lateral lymph node metastasis in men with small papillary thyroid carcinoma.
Mi Ra KIM ; Sang Soo KIM ; Jung Eun HUH ; Byung Joo LEE ; Jin Choon LEE ; Yun Kyung JEON ; Bo Hyun KIM ; Seong Jang KIM ; Soo Geun WANG ; Yong Ki KIM ; In Joo KIM
The Korean Journal of Internal Medicine 2013;28(1):62-71
BACKGROUND/AIMS: Obesity is correlated with numerous diseases, including thyroid cancer, but the clinical significance of obesity with regard to the clinical characteristics of thyroid cancer remains unclear. Neck circumference is an index of upper-body adipose tissue distribution. METHODS: In total, 401 patients with papillary thyroid carcinoma (PTC) measuring < or = 2 cm were included. Neck circumference was measured horizontally at the level just below the thyroid cartilage on preoperative neck computed tomographic images. RESULTS: Neck circumference correlated significantly with tumor size in men (p = 0.001) but not in women (p = 0.930). Body mass index (BMI) did not significantly correlate with tumor size in either sex. Neck circumference was significantly larger in men with lateral lymph node (LN) metastasis than in those without (p = 0.004). Neck circumference and BMI did not differ significantly in women according to other factors such as tumor size, multifocality, extrathyroid extension, and LN metastasis. Tumor size and the prevalence of lateral LN metastasis in men tended to increase in the middle/large neck circumference subgroup compared with those in the low neck circumference subgroup. Multivariate logistic regression analysis revealed that neck circumference (p = 0.009) was a predictor for the presence of lateral LN metastasis in men. BMI was not a predictive factor for lateral LN involvement in either sex. CONCLUSIONS: Neck circumference, an indicator of central or visceral obesity but not BMI, may be associated with some prognostic factors in men with small PTC.
Adiposity
;
Adolescent
;
Adult
;
Aged
;
Anthropometry
;
Body Mass Index
;
Carcinoma/*secondary/surgery
;
Chi-Square Distribution
;
Cross-Sectional Studies
;
Female
;
Humans
;
Logistic Models
;
Lymph Nodes/*pathology
;
Lymphatic Metastasis
;
Male
;
Middle Aged
;
Multivariate Analysis
;
Neck/*pathology
;
Obesity/*diagnosis/pathology/physiopathology
;
Odds Ratio
;
Predictive Value of Tests
;
Prognosis
;
Risk Factors
;
Sex Factors
;
Thyroid Neoplasms/*pathology/secondary/surgery
;
Tomography, X-Ray Computed
;
*Tumor Burden
;
Young Adult
9.Predictive Factors for Incidental Contralateral Carcinoma in Patients with Unilateral Micropapillary Thyroid Carcinoma.
Jung Eun HUH ; Sang Soo KIM ; Ji Hyun KANG ; Bo Gwang CHOI ; Byung Joo LEE ; Jin Choon LEE ; Yun Kyung JEON ; Bo Hyun KIM ; Soo Geun WANG ; Yong Ki KIM ; In Joo KIM
Endocrinology and Metabolism 2012;27(3):194-199
BACKGROUND: Whether thyroid lobectomy alone is a sufficient treatment for papillary thyroid microcarcinoma (PTMC) remains controversial. The aim of this study is to evaluate the predictive factors for incidental contralateral carcinoma in patients confirmed of unilateral PTMC preoperatively. METHODS: Between January 2007 and December 2009, 393 patients underwent thyroid surgery for unifocal and unilateral PTMC preoperatively at Pusan National University Hospital. A total thyroidectomy with central neck dissection was routinely performed for these patients during this study period. RESULTS: Among the 393 cases in the cohort, 77 patients (19.6%) had incidental PTMC in the contralateral lobe. In patients with incidental contralateral carcinoma, there was higher prevalence in extrathyroid extension, occult ipsilateral carcinoma, pathologic Hashimoto's thyroiditis, and central lymph node metastasis compared to those without contralateral carcinoma. The mean tumor size also increased in patients with contralateral carcinoma. Multivariate logistic regression showed that extrathyroid extension (P = 0.049), occult ipsilateral carcinoma (P < 0.001), pathologic Hashimoto's thyroiditis (P = 0.038), and central lymph node metastasis (P = 0.002) were predictive factors for incidental contralateral carcinoma. CONCLUSION: In conclusion, multifocality in the ipsilateral lobe, central lymph node metastasis, extrathyroid extension, and Hashimoto's thyroiditis is associated with the presence of contralateral carcinoma. Thus, if these factors are found by preoperative and/or postoperative evaluation, total thyroidectomy or completion thyroidectomy is necessary for the treatment of PTMC.
Carcinoma
;
Carcinoma, Papillary
;
Cohort Studies
;
Hashimoto Disease
;
Humans
;
Incidental Findings
;
Logistic Models
;
Lymph Nodes
;
Neck Dissection
;
Neoplasm Metastasis
;
Prevalence
;
Thyroid Gland
;
Thyroid Neoplasms
;
Thyroidectomy
;
Thyroiditis
10.Adjacent Segment Degeneration after Single-Level PLIF: Comparison between Spondylolytic Spondylolisthesis, Degenerative Spondylolisthesis and Spinal Stenosis.
Chang Hun YU ; Jung Eun LEE ; Jae Jun YANG ; Bong Soon CHANG ; Choon Ki LEE
Asian Spine Journal 2011;5(2):82-90
STUDY DESIGN: A retrospective study. PURPOSE: To comparatively investigated the rate of the adjacent segment degeneration and the clinical outcomes in patients with spondylolytic spondylolisthesis, spinal stenosis or degenerative spondylolisthesis. OVERVIEW OF LITERATURE: There have been few studies reported on the adjacent segment degeneration following posterior lumbar interbody fusion(PLIF). Many risk factors for the adjacent segment degeneration following PLIF have been proposed. The range of decompression has been presented as one of the risk factors, yet controversial. METHODS: This study enrolled sixty-three patients who had been treated with single-level PLIF and who were followed up for more than two years. The patients were divided into 3 groups based on the preoperative diagnosis. We analyzed the difference between the preoperative and postoperative intervertebral disc heights of the superior adjacent segments. The incidence rates of instability and the clinical outcomes were comparatively analyzed between each group. RESULTS: The average age of the patients was 55.8 years in the spondylolytic spondylolisthesis group, 65.9 years in the degenerative spondylolisthesis group and 60.4 years in the spinal stenosis group. The average follow-up period was 44 months, 43 months and 42 months, respectively. At the last follow-up, compared to the preoperative period, the intervertebral disc height decreased in all three groups. A statistically significant decrease (p < 0.01) was observed only in the spondylolytic spondylolisthesis group and no significant difference was observed between each group (p = 0.41). The incidence rate of instability and the clinical outcome were not significantly different between each group. CONCLUSIONS: Spondylolytic spondylolisthesis with total laminectomy and single-level PLIF showed no significant difference in the superior adjacent segment degeneration and instability, and the clinical outcome as compared to that of partial laminectomy with single-level PLIF for treating degenerative spondylolisthesis or spinal stenosis.
Decompression
;
Follow-Up Studies
;
Humans
;
Incidence
;
Intervertebral Disc
;
Laminectomy
;
Preoperative Period
;
Retrospective Studies
;
Risk Factors
;
Spinal Stenosis
;
Spondylolisthesis

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