1.Clinical significance of revised microscopic positive resection margin status in ductal adenocarcinoma of pancreatic head.
Yunghun YOU ; Dong Wook CHOI ; Jin Seok HEO ; In Woong HAN ; Seong Ho CHOI ; Kee Taek JANG ; Sunjong HAN ; Sang Hyup HAN
Annals of Surgical Treatment and Research 2019;96(1):19-26
PURPOSE: Recent studies have suggested microscopic positive resection margin should be revised according to the presence of tumor cells within 1mm of the margin surface in resected specimens of pancreatic cancer. However, the clinical meaning of this revised margin status for R1 resection margin was not fully clarified. METHODS: From July 2012 to December 2014, the medical records of 194 consecutive patients who underwent pancreaticoduodenectomy for ductal adenocarcinoma of the pancreatic head were analyzed retrospectively. They were divided into 3 groups on margin status; revised microscopic negative margin (rR0) – tumor exists more than 1 mm from surgical margin, revised microscopic positive margin (rR1) – tumor present within less than 1 mm from surgical margin, classic microscopic positive margin (cR1) – tumor is exposed to surgical margin. RESULTS: There were 76 rR0 (39.2%), 100 rR1 (51.5%), and 18 cR1 (9.3%). There was significant difference in disease-free survival rates between cR1 vs. rR1 (8.4 months vs. 24.0 months, P = 0.013). Margin status correlated with local recurrence rate (17.1% in rR0, 26.0% in rR1, and 44.4% in cR1, P = 0.048). There is significant difference in recurrence at tumor bed (11.8% in rR0 vs. 23.0 in rR1, P = 0.050). Of rR1, adjuvant treatment was found to be an independent risk factor for local recurrence (hazard ratio, 0.297; 95% confidence interval, 0.127–0.693, P = 0.005). CONCLUSION: Revised R1 resection margin (rR1) affects recurrence at the tumor bed. Adjuvant treatment significantly reduced local recurrence of rR1. Accordingly, adjuvant chemoradiation for rR1 group should be taken into account.
Adenocarcinoma*
;
Carcinoma, Pancreatic Ductal
;
Disease-Free Survival
;
Head*
;
Humans
;
Medical Records
;
Pancreatic Neoplasms
;
Pancreaticoduodenectomy
;
Recurrence
;
Retrospective Studies
;
Risk Factors
2.Splenic vessel patency: is it real menace to perform laparoscopic splenic vessel-preserving distal pancreatectomy
Dae Joon PARK ; In Woong HAN ; Sang Hyup HAN ; Sun Jong HAN ; Young Hun YOU ; Young Ju RHU ; Jin Seok HEO ; Seong Ho CHOI ; Dong Wook CHOI
Annals of Surgical Treatment and Research 2019;96(3):101-106
PURPOSE: This study compared the patency of the splenic vessels between laparoscopic and open spleen and splenic vessel-preserving distal pancreatectomy. METHODS: We retrospectively reviewed a database of 137 patients who underwent laparoscopic (n = 91) or open (n = 46) spleen and splenic vessel-preserving distal pancreatectomy at a single institute from 2001 through 2015. Splenic vessel patency was assessed by abdominal computed tomography and classified into three grades according to the degree of stenosis. RESULTS: The splenic artery patency rate was similar in both groups (97.8 vs. 95.7%, P = 0.779). Also, the splenic vein patency rate was not significantly different between the 2 groups (74.7% vs. 82.6%, P = 0.521). Postoperative wound complication was significantly lower in the laparoscopic group (19.8% vs. 28.3%, P = 0.006), and hospital stay was significantly shorter in the laparoscopic group (7 days vs. 9 days, P = 0.001) than in the open group. Median follow-up periods were 22 months (3.7–96.2 months) and 31.7 months (4–104 months) in the laparoscopic and open groups, respectively. CONCLUSION: Laparoscopic distal pancreatectomy showed good splenic vessel patency as well as open distal pancreatectomy. For this reason, splenic vessel patency is not an obstacle in performing laparoscopic splenic vessel-preserving distal pancreatectomy.
Constriction, Pathologic
;
Follow-Up Studies
;
Humans
;
Laparoscopy
;
Length of Stay
;
Pancreatectomy
;
Retrospective Studies
;
Spleen
;
Splenic Artery
;
Splenic Vein
;
Vascular Patency
;
Wounds and Injuries
3.Long-term clinical outcomes after endovascular management of ruptured pseudoaneurysm in patients undergoing pancreaticoduodenectomy
Yunghun YOU ; Seong Ho CHOI ; Dong Wook CHOI ; Jin Seok HEO ; In Woong HAN ; Sunjong HAN ; Sung Wook SHIN ; Kwang Bo PARK ; Hong Suk PARK ; Sung Ki CHO ; Sang Hyup HAN
Annals of Surgical Treatment and Research 2019;96(5):237-249
PURPOSE: Recent studies have analyzed the short-term clinical outcomes of ndovascular management. However, the long-term outcomes are unknown. This study aimed to investigate clinical outcomes after endovascular management for ruptured pseudoaneurysm in patients after pancreaticoduodenectomy (PD). METHODS: The medical records of 2,783 patients who underwent PD were retrospectively reviewed at a single center. Of 62 patients who received intervention after pseudonaeurysm rupture, 57 patients (91.9%) experienced eventual success of hemostasis. The patients were composed as follows: (embolization only [EMB], n = 30), (stent-graft placement only [STENT], n = 19) and (both embolization and stent-graft placement simultaneously or different times [EMB + STENT], n = 8). Long-term complications were defined as events that occur more than 30 days after the last successful endovascular treatment. RESULTS: Among 57 patients, short-term stent-graft related complications developed in 3 patients (5.3%) and clinical complication developed in 18 patients (31.5%). Nine (15.8%) had long-term stent-graft related complications, which involved partial thrombosis in 5 cases, occlusion in 3 cases and migration in 1 case. Except for 1 death, the remaining 8 cases did not experience clinical complications. The stent graft primary patency rate was 88.9% after 1 month, 84.2% after 1 year, and 63.2% after 2 years. Of 57 patients, 30 days mortality occurred in 8 patients (14.0%). CONCLUSION: After recovery from initial complication, most of patients did not experience fatal clinical complication during long-term follow-up. Endovascular management is an effective and safe management of pseudoaneurysm rupture after PD in terms of long-term safety.
Aneurysm, False
;
Blood Vessel Prosthesis
;
Embolization, Therapeutic
;
Follow-Up Studies
;
Hemostasis
;
Humans
;
Medical Records
;
Mortality
;
Pancreaticoduodenectomy
;
Retrospective Studies
;
Rupture
;
Stents
;
Thrombosis
4.Volumetric change of the latissimus dorsi muscle after immediate breast reconstruction with an extended latissimus dorsi musculocutaneous flap
Su Bong NAM ; Heung Chan OH ; Jae Yeon CHOI ; Seong Hwan BAE ; Ki Seok CHOO ; Hyun Yul KIM ; Sang Hyup LEE ; Jae Woo LEE
Archives of Plastic Surgery 2019;46(2):135-139
BACKGROUND: In immediate breast reconstruction using an extended latissimus dorsi musculocutaneous (eLDMC) flap, the volume of the flap decreases, which causes a secondary deformity of the breast shape. Since little research has investigated this decrease in muscle volume, the authors conducted an objective study to characterize the decrease in muscle volume after breast reconstruction using an eLDMC flap. METHODS: Research was conducted from October 2011 to November 2016. The subjects included 23 patients who underwent mastectomy due to breast cancer, received immediate reconstruction using an eLDMC flap without any adjuvant chemotherapy or radiotherapy, and received a computed tomography (CT) scan from days 7 to 10 after surgery and 6 to 8 months postoperatively. In 10 patients, an additional CT scan was conducted 18 months postoperatively. Axial CT scans were utilized to measure the volumetric change of the latissimus dorsi muscle during the follow-up period. RESULTS: In the 23 patients, an average decrease of 54.5% was observed in the latissimus dorsi muscle volume between the images obtained immediately postoperatively and the scans obtained 6 to 8 months after surgery. Ten patients showed an average additional decrease of 11.9% from 6–8 months to 18 months after surgery. CONCLUSIONS: We studied changes in the volume of the latissimus dorsi muscle after surgery using an eLDMC flap performed after a mastectomy without adjuvant chemotherapy or radiotherapy. In this study, we found that immediate breast reconstruction using a latissimus dorsi muscle flap led to a decrease in muscle volume of up to 50%.
Breast Neoplasms
;
Breast
;
Chemotherapy, Adjuvant
;
Congenital Abnormalities
;
Female
;
Follow-Up Studies
;
Humans
;
Mammaplasty
;
Mastectomy
;
Myocutaneous Flap
;
Radiotherapy
;
Superficial Back Muscles
;
Tomography, X-Ray Computed
5.Development of Predictive Models in Patients with Epiphora Using Lacrimal Scintigraphy and Machine Learning
Yong Jin PARK ; Ji Hoon BAE ; Mu Heon SHIN ; Seung Hyup HYUN ; Young Seok CHO ; Yearn Seong CHOE ; Joon Young CHOI ; Kyung Han LEE ; Byung Tae KIM ; Seung Hwan MOON
Nuclear Medicine and Molecular Imaging 2019;53(2):125-135
PURPOSE: We developed predictive models using different programming languages and different computing platforms for machine learning (ML) and deep learning (DL) that classify clinical diagnoses in patients with epiphora. We evaluated the diagnostic performance of these models.METHODS: Between January 2016 and September 2017, 250 patients with epiphora who underwent dacryocystography (DCG) and lacrimal scintigraphy (LS) were included in the study. We developed five different predictive models using ML tools, Python-based TensorFlow, R, and Microsoft Azure Machine Learning Studio (MAMLS). A total of 27 clinical characteristics and parameters including variables related to epiphora (VE) and variables related to dacryocystography (VDCG) were used as input data. Apart from this, we developed two predictive convolutional neural network (CNN) models for diagnosing LS images. We conducted this study using supervised learning.RESULTS: Among 500 eyes of 250 patients, 59 eyes had anatomical obstruction, 338 eyes had functional obstruction, and the remaining 103 eyes were normal. For the data set that excluded VE and VDCG, the test accuracies in Python-based TensorFlow, R, multiclass logistic regression in MAMLS, multiclass neural network in MAMLS, and nuclear medicine physician were 81.70%, 80.60%, 81.70%, 73.10%, and 80.60%, respectively. The test accuracies of CNN models in three-class classification diagnosis and binary classification diagnosis were 72.00% and 77.42%, respectively.CONCLUSIONS: ML-based predictive models using different programming languages and different computing platforms were useful for classifying clinical diagnoses in patients with epiphora and were similar to a clinician's diagnostic ability.
Classification
;
Dataset
;
Diagnosis
;
Humans
;
Lacrimal Apparatus Diseases
;
Learning
;
Logistic Models
;
Machine Learning
;
Nuclear Medicine
;
Programming Languages
;
Radionuclide Imaging
6.Development of Predictive Models in Patients with Epiphora Using Lacrimal Scintigraphy and Machine Learning
Yong Jin PARK ; Ji Hoon BAE ; Mu Heon SHIN ; Seung Hyup HYUN ; Young Seok CHO ; Yearn Seong CHOE ; Joon Young CHOI ; Kyung Han LEE ; Byung Tae KIM ; Seung Hwan MOON
Nuclear Medicine and Molecular Imaging 2019;53(2):125-135
PURPOSE:
We developed predictive models using different programming languages and different computing platforms for machine learning (ML) and deep learning (DL) that classify clinical diagnoses in patients with epiphora. We evaluated the diagnostic performance of these models.
METHODS:
Between January 2016 and September 2017, 250 patients with epiphora who underwent dacryocystography (DCG) and lacrimal scintigraphy (LS) were included in the study. We developed five different predictive models using ML tools, Python-based TensorFlow, R, and Microsoft Azure Machine Learning Studio (MAMLS). A total of 27 clinical characteristics and parameters including variables related to epiphora (VE) and variables related to dacryocystography (VDCG) were used as input data. Apart from this, we developed two predictive convolutional neural network (CNN) models for diagnosing LS images. We conducted this study using supervised learning.
RESULTS:
Among 500 eyes of 250 patients, 59 eyes had anatomical obstruction, 338 eyes had functional obstruction, and the remaining 103 eyes were normal. For the data set that excluded VE and VDCG, the test accuracies in Python-based TensorFlow, R, multiclass logistic regression in MAMLS, multiclass neural network in MAMLS, and nuclear medicine physician were 81.70%, 80.60%, 81.70%, 73.10%, and 80.60%, respectively. The test accuracies of CNN models in three-class classification diagnosis and binary classification diagnosis were 72.00% and 77.42%, respectively.
CONCLUSIONS
ML-based predictive models using different programming languages and different computing platforms were useful for classifying clinical diagnoses in patients with epiphora and were similar to a clinician's diagnostic ability.
7.Clinical Significance of Incidental Focal ¹⁸F-FDG Uptake in the Spinal Cord of Patients with Cancer
Chae Hong LIM ; Seung Hyup HYUN ; Seung Hwan MOON ; Young Seok CHO ; Yearn Seong CHOE ; Kyung Han LEE ; Byung Tae KIM ; Joon Young CHOI
Nuclear Medicine and Molecular Imaging 2017;51(3):247-251
PURPOSE: We investigated the incidence, location, and clinical significance of focal ¹⁸F-FDG uptake of the spinal cord in patients with cancer.METHODS: We reviewed the medical records of 22,937 consecutive adult patients with known or suspicious malignancy who underwent ¹⁸F-FDG PET/CT. PET/CT scans with incidental focal spinal cord uptake were selected and retrospectively reviewed to determine the presence, location, number, and maximum standardized uptake value (SUV(max)) of any focal hypermetabolic lesions of the spinal cord. In subjects with focal spinal uptake, clinical characteristics and clinical follow-up results, including follow-up PET/CT, were reviewed.RESULTS: Incidental focal spinal cord uptake was observed in 69 of 22,937 adult patients (incidence = 0.3%; M:F = 31:38; age, 55.8 ± 14.7 years). Seventy-eight focal hypermetabolic lesions on spinal cord in the PET/CT scans of the 69 study subjects were analyzed. The most common sites of focal spinal cord uptake were the T12 vertebra (47/78; 60.3%) and L1 vertebra (20/78; 25.6%). Multifocal cord uptake was found in 8 of 69 patients (11.6%). The average SUV(max) for cord uptake was 2.5 ± 0.5 (range, 1.4∼3.9). There was no clinical or imaging evidence of abnormalities in the spinal cord, both at the time of PET/CT and during clinical follow-up.CONCLUSIONS: Although incidental focal ¹⁸F-FDG uptake of the spinal cord is rare in patients with cancer, it may be physiological or benign, but it should not be considered as malignant involvement. Common sites for the uptake were in the T12 and L1 spine levels.
Adult
;
Diagnosis, Differential
;
Follow-Up Studies
;
Humans
;
Incidence
;
Medical Records
;
Positron-Emission Tomography and Computed Tomography
;
Retrospective Studies
;
Spinal Cord
;
Spine
8.A Nationwide Retrospective Study of Opioid Management Patterns in 2,468 Patients with Spinal Pain in Korea.
Sung Soo CHUNG ; Chun Kun PARK ; Kyu Jung CHO ; Kyoung Hyo CHOI ; Jin Hyok KIM ; Sung Bum KIM ; Sung Uk KUH ; Jae Chul LEE ; Jae Hyup LEE ; Kyu Yeol LEE ; Sun Ho LEE ; Seong Hwan MOON ; Si Young PARK ; Jae Hang SHIM ; Byung Chul SON ; Myung Ha YOON ; Hye Jeong PARK
Asian Spine Journal 2016;10(6):1122-1131
STUDY DESIGN: Retrospective patient data collection and investigator survey. PURPOSE: To investigate patterns of opioid treatment for pain caused by spinal disorders in Korea. OVERVIEW OF LITERATURE: Opioid analgesic prescription and adequacy of consumption measures in Korea have markedly increased in the past decade, suggesting changing patterns in pain management practice; however, there is lack of integrated data specific to Korean population. METHODS: Patient data were collected from medical records at 34 university hospitals in Korea. Outpatients receiving opioids for pain caused by spinal disorders were included in the study. Treatment patterns, including opioid types, doses, treatment duration, outcomes, and adverse drug reactions (ADRs), were evaluated. Investigators were interviewed on their perceptions of opioid use for spinal disorders. RESULTS: Among 2,468 analyzed cases, spinal stenosis (42.8%) was the most common presentation, followed by disc herniation (24.2%) and vertebral fracture (17.5%). In addition, a greater proportion of patients experienced severe pain (73.9%) rather than moderate (19.9%) or mild (0.7%) pain. Oxycodone (51.9%) and fentanyl (50.8%) were the most frequently prescribed opioids; most patients were prescribed relatively low doses. The median duration of opioid treatment was 84 days. Pain relief was superior in patients with longer treatment duration (≥2 months) or with nociceptive pain than in those with shorter treatment duration or with neuropathic or mixed-type pain. ADRs were observed in 8.6% of cases. According to the investigators' survey, "excellent analgesic effect" was a perceived advantage of opioids, while safety concerns were a disadvantage. CONCLUSIONS: Opioid usage patterns in patients with spinal disorders are in alignment with international guidelines for spinal pain management. Future prospective studies may address the suitability of opioids for spinal pain treatment by using appropriate objective measurement tools.
Analgesics, Opioid
;
Chronic Pain
;
Data Collection
;
Drug-Related Side Effects and Adverse Reactions
;
Fentanyl
;
Hospitals, University
;
Humans
;
Korea*
;
Medical Records
;
Nociceptive Pain
;
Outpatients
;
Oxycodone
;
Pain Management
;
Prescriptions
;
Prospective Studies
;
Research Personnel
;
Retrospective Studies*
;
Spinal Diseases
;
Spinal Stenosis
;
Spine
9.Diffuse Thyroid Uptake Incidentally Found on 18F-Fluorodeoxyglucose Positron Emission Tomography in Subjects without Cancer History.
Ji Young LEE ; Joon Young CHOI ; Yoon Ho CHOI ; Seung Hyup HYUN ; Seung Hwan MOON ; Su Jin JANG ; Yearn Seong CHOE ; Kyung Han LEE ; Byung Tae KIM
Korean Journal of Radiology 2013;14(3):501-509
OBJECTIVE: We investigated the clinical significance of incidental diffuse thyroid uptake (DTU) on 18F-FDG PET in subjects without a history of cancer. MATERIALS AND METHODS: This study included 2062 studies from adults who underwent 18F-FDG PET as a cancer screening program. Subjects were divided into the following two groups: with (group I) or without (group II) DTU. The presence of DTU and the thyroid visual grading score were compared with thyroid function tests, serum anti-microsomal antibody (AMA) levels, and the presence of diffuse parenchymal change (DPC) on ultrasonography (USG). RESULTS: DTU was found in 6.6% of the scans (137/2062). Serum thyroid stimulating hormone (TSH) and AMA levels were significantly higher in group I than in group II. Increased AMA level (55.1%) and DPC (48.7%) were more frequently found in group I (p < 0.001). The proportion of subjects with any abnormal results in serum free thyroxine, triiodothyronine, TSH, or AMA levels or DPC on USG was significantly higher in group I than in group II (71.5% vs. 10.6%, p < 0.001), and was significantly and gradually increased according to the visual grading score group (0 vs. 1-2 vs. 3-4 = 10.6% vs. 58.5% vs. 90.9%, p < 0.001). TSH and is AMA levels were significantly increased according to the visual grading score. CONCLUSION: The presence or degree of incidental DTU on 18F-FDG PET is closely correlated with increased serum AMA and TSH levels, and the presence of DPC on USG. Therefore, the most plausible pathological cause of DTU may be cell damage by an autoimmune mechanism.
Adult
;
Aged
;
Aged, 80 and over
;
Antibodies/blood
;
Female
;
Fluorodeoxyglucose F18/*diagnostic use/pharmacokinetics
;
Humans
;
*Incidental Findings
;
Male
;
Microsomes/immunology
;
Middle Aged
;
Neoplasms
;
Positron-Emission Tomography/methods
;
Radiopharmaceuticals/*diagnostic use/pharmacokinetics
;
Retrospective Studies
;
Thyroid Gland/metabolism/*radionuclide imaging/ultrasonography
;
Thyrotropin/blood
;
Young Adult
10.Clinical Significance of Focal Breast Lesions Incidentally Identified by 18F-FDG PET/CT.
Young Seok CHO ; Joon Young CHOI ; Su Jin LEE ; Seung Hyup HYUN ; Ji Young LEE ; Yong CHOI ; Yearn Seong CHOE ; Kyung Han LEE ; Byung Tae KIM
Nuclear Medicine and Molecular Imaging 2008;42(6):456-463
PURPOSE: We evaluated the incidence and malignant risk of focal breast lesions incidentally detected by 18F-FDG PET/CT. Various PET/CT findings of the breast lesions were also analyzed to improve the differentiation between benign from malignant focal breast lesions. MATERIALS AND METHODS: The subjects were 3,768 consecutive 18F-FDG PET/CT exams performed in adult females without a history of breast cancer. A focal breast lesion was defined as a focal 18F-FDG uptake or a focal nodular lesion on CT image irrespective of 18F-FDG uptake in the breasts. The maximum SUV and CT pattern of focal breast lesions were evaluated, and were compared with final diagnosis. RESULTS: The incidence of focal breast lesions on PET/CT in adult female subjects was 1.4% (58 lesions in 53 subjects). In finally confirmed 53 lesions of 48 subjects, 11 lesions of 8 subjects (20.8%) were proven to be malignant. When the PET/CT patterns suggesting benignancy (maximum attenuation value > 75 HU or < 30 HU; standard deviation of mean attenuation > 20) were added as diagnostic criteria of PET/CT to differentiate benign from malignant breast lesions along with maximum SUV, the area under ROC curve of PET/CT was significantly increased compared with maximum SUV alone (0.680+/-0.093 vs. 0.786+/-0.076, p<0.05). CONCLUSION: The malignant risk of focal breast lesions incidentally found on 18F-FDG PET/CT is not low, deserving further diagnostic confirmation. Image interpretation considering both 18F-FDG uptake and PET/CT pattern may be helpful to improve the differentiation from malignant and benign focal breast lesion.
Adult
;
Breast
;
Breast Neoplasms
;
Early Detection of Cancer
;
Female
;
Fluorodeoxyglucose F18
;
Humans
;
Incidence
;
ROC Curve

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