1.Malignant Transformation of an Epidermoid Cyst in an Intrapancreatic Accessory Spleen: A Case Report
Jiyoung WANG ; Won Jun KANG ; Hojin CHO
Nuclear Medicine and Molecular Imaging 2020;54(1):58-60
A 33-year-old man was evaluated because of an incidentally found cyst in the pancreatic tail, which was first seen 6 years ago. The cyst was a unilocular cystic mass, 13.0 cm in diameter, and had increased in size in last 2 months. On F-18 fluorodeoxyglucose positron emission tomography/computed tomography (FDG PET/CT), the cystic wall showed increased FDG uptake. The patient underwent distal pancreatectomy with suspicion of mucinous cystic neoplasm of the pancreas. The mass turned out to be a squamous carcinoma arising from an epidermoid cyst in an intrapancreatic accessory spleen (ECIPAS). FDG PET/CT may assist recognition of a potential malignant lesion arising from an ECIPAS.
2.Unilateral Deep Peroneal Neuropathy during Cyclosporine Therapy
Jun Sang YOO ; Hyuk Sung KWON ; Seong Ho KOH ; Kyu Yong LEE ; Young Joo LEE ; Hojin CHOI ; Jaewoon CHUNG
Journal of the Korean Neurological Association 2019;37(2):195-197
No abstract available.
Cyclosporine
;
Peroneal Neuropathies
3.Erratum: Unilateral Deep Peroneal Neuropathy during Cyclosporine Therapy
Jun Sang YOO ; Hyuk Sung KWON ; Seong Ho KOH ; Kyu Yong LEE ; Young Joo LEE ; Hojin CHOI ; Jaewoon CHUNG
Journal of the Korean Neurological Association 2019;37(3):333-333
The authors recently found a mistake in their previously published article.
4.Prognostic Value of Bone Marrow F-18 FDG Uptake in Patients with Advanced-Stage Diffuse Large B-Cell Lymphoma
Jiyoung WANG ; Dongwoo KIM ; Won Jun KANG ; Hojin CHO
Nuclear Medicine and Molecular Imaging 2020;54(1):28-34
Purpose:
We assessed prognostic implication of bone marrow uptake on baseline F-18 fluorodeoxyglucose positron emission tomography/computed tomography (FDG PET/CT) in patients with advanced-stage diffuse large B-cell lymphoma (DLBCL).
Methods:
We retrospectively reviewed 140 patients with stage III and IV DLBCL, who underwent baseline F-18 FDG PET/CT at diagnosis. Bone marrow uptake on F-18 FDG PET/CT (BM FDG) was compared with findings on bone marrow biopsy (BMB), and patients were grouped based on these results: BMB-positive and BM FDG-positive (group 1), BMB-positive and BM FDG-negative (group 2), BMB-negative and BM FDG-positive (group 3), and BMB-negative and BM FDG-negative (group 4). The prognostic value of clinicopathologic factors and BM FDG for predicting progression-free survival (PFS) and overall survival (OS) was assessed using a Cox proportional hazards model. Differences in PFS and OS were examined by the Kaplan-Meier method.
Results:
BMB was the only significant indicator in predicting PFS, and age, IPI score higher than 3, and BM FDG significantly predicted OS. Group 1 showed inferior PFS than group 2 (median PFS, 7.4 vs. 13.9 months; p = 0.04). In contrast, there was no significant difference either in PFS or OS between group 2 and group 3.
Conclusion
We showed that BM FDG-positive predicted a poorer survival in patients with advanced stage DBLCL. We also found that BMB-negative and BM FDG-positive patients had similar PFS or OS to BMB-positive and BM FDG-negative patients. Further study in a larger population is needed to clarify clinical significance of BM FDG in these patients.
6.18F-FDG PET/CT Parameters Enhance MRI Radiomicsfor Predicting Human Papilloma Virus Status in Oropharyngeal Squamous Cell Carcinoma
Kwan Hyeong JO ; Jinna KIM ; Hojin CHO ; Won Jun KANG ; Seung-Koo LEE ; Beomseok SOHN
Yonsei Medical Journal 2023;64(12):738-744
Purpose:
Predicting human papillomavirus (HPV) status is critical in oropharyngeal squamous cell carcinoma (OPSCC) radiomics. In this study, we developed a model for HPV status prediction using magnetic resonance imaging (MRI) radiomics and18F-fluorodeoxyglucose ( 18F-FDG) positron emission tomography (PET)/computed tomography (CT) parameters in patients withOPSCC.
Materials and Methods:
Patients with OPSCC who underwent 18F-FDG PET/CT and contrast-enhanced MRI before treatment between January 2012 and February 2020 were enrolled. Training and test sets (3:2) were randomly selected. 18F-FDG PET/CT parameters and MRI radiomics feature were extracted. We developed three light-gradient boosting machine prediction models using the training set: Model 1, MRI radiomics features; Model 2, 18F-FDG PET/CT parameters; and Model 3, combination of MRI radiomics features and 18F-FDG PET/CT parameters. Area under the receiver operating characteristic curve (AUROC) values were used to analyze the performance of the models in predicting HPV status in the test set.
Results:
A total of 126 patients (118 male and 8 female; mean age: 60 years) were included. Of these, 103 patients (81.7%) were HPV-positive, and 23 patients (18.3%) were HPV-negative. AUROC values in the test set were 0.762 [95% confidence interval (CI), 0.564–0.959], 0.638 (95% CI, 0.404–0.871), and 0.823 (95% CI, 0.668–0.978) for Models 1, 2, and 3, respectively. The net reclassification improvement of Model 3, compared with that of Model 1, in the test set was 0.119.
Conclusion
When combined with an MRI radiomics model, 18F-FDG PET/CT exhibits incremental value in predicting HPV status in patients with OPSCC.
7.The value of Dedicated Tc-99m MIBI Scintimammography in the Evaluation of Patients with Palpable Breast Lesions in Comparison with Mammography: Preliminary Result.
Arthur CHO ; Hojin CHO ; Mijin YUN ; Byeong Woo PARK ; Min Jung KIM ; Eun Kyung KIM ; Won Jun KANG ; Jong Doo LEE
Nuclear Medicine and Molecular Imaging 2009;43(1):48-54
PURPOSE: There are few studies evaluating the usefulness of dedicated high-resolution scintimammography and no studies using delayed washout with this dedicated high resolution scintimammography for the evaluation of breast lesions. We underwent this study to evaluate the clinical usefulness of Tc-99m MIBI in evaluating patients with palpable breast lesions using dedicated high-resolution scintimammography. MATERIALS AND METHODS: This study included 19 patients with 23 palpable breast lesions who underwent mammography. Tc-99m MIBI was taken to further characterize these lesions. Scintimammography images were acquired with standard craniocaudal and mediolateral oblique views and delayed images were additionally taken. Final conclusions were based on histopathology, either by biopsy or mastectomy results. RESULTS: Eighteen lesions were malignant and five were benign. Mammography was indeterminate for thirteen lesions, nine of those were malignant. Mammography also categorized one lesion as benign in a dense breast, but scintimammography and pathology results showed malignancy. Of the five benign lesions, two were visible on scintimammography, but delayed images showed washout. CONCLUSION: Based on our preliminary results, dedicated high resolution scintimammography seems to be very useful in characterizing palpable lesions that were indeterminate or negative on mammography.
Biopsy
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Breast
;
Breast Neoplasms
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Humans
;
Mammography
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Mastectomy
8.Changes of Cardiac Function by the Arteriovenous Fistula in End Stage Renal Failure Patients
Jongkwon PARK ; Hojin JUN ; Min CHUNG ; Dong Guk PARK ; Jung Taik KIM ; Jong Tae CHO ; Myung Yong LEE ; Sung Chul YUN ; Yeon Hee LEE ; Pil Won SEO
Journal of the Korean Society for Vascular Surgery 1998;14(2):309-315
A hemodialysis arteriovenous fistula may cause high output cardiac state by volume overload and decreased systemic vascular resistance. Arteriovenous fistulas for hemodialysis consist usually of either a radiocephalic fistula at the wrist or a more proximal brachiocephalic fistula at the antecubital fossa. In this study the contribution of arteriovenous fistula to cardiac function has been evaluated by comparing cardiac performance before and after the point occlusion of the anastomotic site. The results suggest that the occlusion of arteriovenous fistula may decrease end-diastolic left ventricular volume (VOLd), increase end-systolic left ventricular volume (VOLs), decrease stroke volume (SV), decrease ejection fraction (EF) and decrease cardiac output (CO). This study shows that arteriovenous fistula influences directly to cardiac performance, so careful determination of dialysis option is required for the end stage renal failure patients with marginal heart function.
Arteriovenous Fistula
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Cardiac Output
;
Dialysis
;
Fistula
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Heart
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Humans
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Renal Dialysis
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Renal Insufficiency
;
Stroke Volume
;
Vascular Resistance
;
Wrist
9.Development and Testing of a Machine Learning Model Using 18 F-Fluorodeoxyglucose PET/CT-Derived Metabolic Parameters to Classify Human Papillomavirus Status in Oropharyngeal Squamous Carcinoma
Changsoo WOO ; Kwan Hyeong JO ; Beomseok SOHN ; Kisung PARK ; Hojin CHO ; Won Jun KANG ; Jinna KIM ; Seung-Koo LEE
Korean Journal of Radiology 2023;24(1):51-61
Objective:
To develop and test a machine learning model for classifying human papillomavirus (HPV) status of patients with oropharyngeal squamous cell carcinoma (OPSCC) using 18 F-fluorodeoxyglucose ( 18 F-FDG) PET-derived parameters in derived parameters and an appropriate combination of machine learning methods in patients with OPSCC.
Materials and Methods:
This retrospective study enrolled 126 patients (118 male; mean age, 60 years) with newly diagnosed, pathologically confirmed OPSCC, that underwent 18 F-FDG PET-computed tomography (CT) between January 2012 and February 2020. Patients were randomly assigned to training and internal validation sets in a 7:3 ratio. An external test set of 19 patients (16 male; mean age, 65.3 years) was recruited sequentially from two other tertiary hospitals. Model 1 used only PET parameters, Model 2 used only clinical features, and Model 3 used both PET and clinical parameters. Multiple feature transforms, feature selection, oversampling, and training models are all investigated. The external test set was used to test the three models that performed best in the internal validation set. The values for area under the receiver operating characteristic curve (AUC) were compared between models.
Results:
In the external test set, ExtraTrees-based Model 3, which uses two PET-derived parameters and three clinical features, with a combination of MinMaxScaler, mutual information selection, and adaptive synthetic sampling approach, showed the best performance (AUC = 0.78; 95% confidence interval, 0.46–1). Model 3 outperformed Model 1 using PET parameters alone (AUC = 0.48, p = 0.047) and Model 2 using clinical parameters alone (AUC = 0.52, p = 0.142) in predicting HPV status.
Conclusion
Using oversampling and mutual information selection, an ExtraTree-based HPV status classifier was developed by combining metabolic parameters derived from 18 F-FDG PET/CT and clinical parameters in OPSCC, which exhibited higher performance than the models using either PET or clinical parameters alone.
10.No Change in Complications Following Thyroidectomy Despite Increase in Thyroid Cancer Surgeries: A Meta-Regression Analysis
Jun Sung LEE ; Jin Seok LEE ; Hyeok Jun YUN ; Seok-Mo KIM ; Hojin CHANG ; Yong Sang LEE ; Juyeon YANG ; Hye Sun LEE ; Hang-Seok CHANG
Yonsei Medical Journal 2024;65(6):348-355
Purpose:
The increase in thyroid cancer incidence has inevitably led to an increase in thyroid cancer surgeries. This meta-regression analysis aimed to determine if the rate of post-thyroidectomy complications changes by year.
Materials and Methods:
PubMed and Embase databases were used to perform a systematic literature search of studies published from January 1, 2005, using the keywords “thyroidectomy” and “complication.” A meta-regression was performed for post-thyroidectomy hypocalcemia and bleeding.
Results:
This meta-analysis included 25 studies involving 927751 individuals. Through the years of publications in this study, there was no significant difference in the proportion of post-thyroidectomy hypocalcemia and bleeding (p=0.9978, 0.6393).
Conclusion
Although the number of thyroid surgeries has recently increased, the incidence of post-thyroidectomy hypocalcemia and bleeding did not significantly increase.