1.Development and Validation of Models to Predict Lymph Node Metastasis in Early Gastric Cancer Using Logistic Regression and Gradient Boosting Machine Methods
Hae Dong LEE ; Kyung Han NAM ; Cheol Min SHIN ; Hye Seung LEE ; Young Hoon CHANG ; Hyuk YOON ; Young Soo PARK ; Nayoung KIM ; Dong Ho LEE ; Sang-Hoon AHN ; Hyung-Ho KIM
Cancer Research and Treatment 2023;55(4):1240-1249
Purpose:
To identify important features of lymph node metastasis (LNM) and develop a prediction model for early gastric cancer (EGC) using a gradient boosting machine (GBM) method.
Materials and Methods:
The clinicopathologic data of 2556 patients with EGC who underwent gastrectomy were used as training set and the internal validation set (set 1) at a ratio of 8:2. Additionally, 548 patients with EGC who underwent endoscopic submucosal dissection (ESD) as the initial treatment were included in the external validation set (set 2). The GBM model was constructed, and its performance was compared with that of the Japanese guidelines.
Results:
LNM was identified in 12.6% (321/2556) of the gastrectomy group (training set & set 1) and 4.3% (24/548) of the ESD group (set 2). In the GBM analysis, the top five features that most affected LNM were lymphovascular invasion, depth, differentiation, size, and location. The accuracy, sensitivity, specificity, and the area under the receiver operating characteristics of set 1 were 0.566, 0.922, 0.516, and 0.867, while those of set 2 were 0.810, 0.958, 0.803, and 0.944, respectively. When the sensitivity of GBM was adjusted to that of Japanese guidelines (beyond the expanded criteria in set 1 [0.922] and eCuraC-2 in set 2 [0.958]), the specificities of GBM in sets 1 and 2 were 0.516 (95% confidence interval, 0.502-0.523) and 0.803 (0.795-0.805), while those of the Japanese guidelines were 0.502 (0.488-0.509) and 0.788 (0.780-0.790), respectively.
Conclusion
The GBM model showed good performance comparable with the eCura system in predicting LNM risk in EGCs.
2.Cardiac Manifestations of Coronavirus Disease 2019 (COVID-19): a Multicenter Cohort Study
Minkwan KIM ; Jong-Ho NAM ; Jang-Won SON ; Sun Oh KIM ; Nak-Hoon SON ; Chul-Min AHN ; Chi Young SHIM ; Geu-Ru HONG ; In-Cheol KIM ; Jinwoo CHOI ; Seung-Mo KANG ; Yeoung Ho CHOI ; Hae Kyoung YOON ; Jae-Sun UHM ; In Hyun JUNG
Journal of Korean Medical Science 2020;35(40):e366-
Background:
This study aimed to investigate the cardiac manifestations of coronavirus disease 2019 (COVID-19).
Methods:
From February to March 2020, we prospectively and retrospectively enrolled consecutive patients diagnosed with COVID-19. Patient's data such as the demographic characteristics, symptoms, vital signs, laboratory and radiologic findings, electrocardiographic, and echocardiographic data, including the global longitudinal strain (GLS) of both ventricles, were obtained.
Results:
Forty patients (median age, 58 years; 50% men) were enrolled in the initial analysis. Patients were classified into severe and nonsevere groups based on the current guidelines. The 13 patients in the severe group were significantly older, had a greater prevalence of bilateral pneumonia and leukocytosis, and higher aspartate transaminase levels than patients in the nonsevere group. Patients in the severe group had a slightly lower left ventricular ejection fraction (LVEF) than those in the nonsevere group (median [interquartile range], 61.0% [58.5%, 62.3%] vs. 66.7% [60.6%, 69.8%], P = 0.015). In a subgroup of 34 patients in whom GLS could be analyzed, patients in the severe group had a significantly impaired left ventricular GLS (LVGLS) than those in the nonsevere group (−18.1% [−18.8%, −17.1%] vs. −21.7% [−22.9%, −19.9%], P = 0.001). There were no significant differences in total wall (RVGLS total , −19.3% [−23.9%, −18.4%] vs. −24.3% [−26.0%, −22.6%], P = 0.060) and free wall (RVGLS fw , −22.7% [−27.2%, −18.6%] vs. −28.8% [−30.4%, −24.1%], P = 0.066) right ventricle GLS (RVGLS).
Conclusion
Patients with severe COVID-19 had lower LVEF and LVGLS. RVGLS was not different between patients with severe and nonsevere COVID-19.
3.Local Injection of Growth Hormone for Temporomandibular Joint Osteoarthritis
Soo Min OK ; Jin Hwa KIM ; Ji Su KIM ; Eun gyo JEONG ; Yang Mi PARK ; Hye Mi JEON ; Jun Young HEO ; Yong Woo AHN ; Sun Nyoung YU ; Hae Ryoun PARK ; Kyung Hee KIM ; Soon Cheol AHN ; Sung Hee JEONG
Yonsei Medical Journal 2020;61(4):331-340
PURPOSE: Osteoarthritis (OA) of the temporomandibular joint (TMJ) elicits cartilage and subchondral bone defects. Growth hormone (GH) promotes chondrocyte growth. The aim of this study was to evaluate the efficacy of intra-articular injections of GH to treat TMJ-OA.MATERIALS AND METHODS: Monosodium iodoacetate (MIA) was used to induce OA in the TMJs of rats. After confirming the induction of OA, recombinant human GH was injected into the articular cavities of rats. Concentrations of GH and IGF-1 were measured in the blood and synovial fluid, and OA grades of cartilage and subchondral bone degradation were recorded by histological examination and micro-computed tomography.RESULTS: MIA-induced OA in the rat TMJ upregulated insulin-like growth factor-1 (IGF-1) rather than GH levels. GH and IGF-1 concentrations were increased after local injection of GH, compared with controls. Locally injected GH lowered osteoarthritic scores in the cartilage and subchondral bone of the TMJ.CONCLUSION: Intra-articular injection of GH improved OA scores in rat TMJs in both cartilage and subchondral bone of the condyles without affecting condylar bone growth. These results suggest that intra-articular injection of human GH could be a suitable treatment option for TMJ-OA patients in the future.
4.Compare the Intracranial Pressure Trend after the Decompressive Craniectomy between Massive Intracerebral Hemorrhagic and Major Ischemic Stroke Patients
Joon HUH ; Seo Yeon YANG ; Han Yong HUH ; Jae Kun AHN ; Kwang Wook CHO ; Young Woo KIM ; Sung Lim KIM ; Jong Tae KIM ; Do Sung YOO ; Hae Kwan PARK ; Cheol JI
Journal of Korean Neurosurgical Society 2018;61(1):42-50
OBJECTIVE: Massive intracerebral hemorrhage (ICH) and major infarction (MI) are devastating cerebral vascular diseases. Decompression craniectomy (DC) is a common treatment approach for these diseases and acceptable clinical results have been reported. Author experienced the postoperative intracranaial pressure (ICP) trend is somewhat different between the ICH and MI patients. In this study, we compare the ICP trend following DC and evaluate the clinical significance.METHODS: One hundred forty-three patients who underwent DC following massive ICH (81 cases) or MI (62 cases) were analyzed retrospectively. The mean age was 56.3±14.3 (median=57, male : female=89 : 54). DC was applied using consistent criteria in both diseases patients; Glasgow coma scale (GCS) score less than 8 and a midline shift more than 6 mm on brain computed tomography. In all patients, ventricular puncture was done before the DC and ICP trends were monitored during and after the surgery. Outcome comparisons included the ictus to operation time (OP-time), postoperative ICP trend, favorable outcomes and mortality.RESULTS: Initial GCS (p=0.364) and initial ventricular ICP (p=0.783) were similar among the ICH and MI patients. The postoperative ICP of ICH patients were drop rapidly and maintained within physiological range if greater than 80% of the hematoma was removed. While in MI patients, the postoperative ICP were not drop rapidly and maintained above the physiologic range (MI=18.8 vs. ICH=13.6 mmHg, p=0.000). The OP-times were faster in ICH patients (ICH=7.3 vs. MI=40.9 hours, p=0.000) and the mortality rate was higher in MI patients (MI=37.1% vs. ICH=17.3%, p=0.007).CONCLUSION: The results of this study suggest that if greater than 80% of the hematoma was removed in ICH patients, the postoperative ICP rarely over the physiologic range. But in MI patients, the postoperative ICP was above the physiologic range for several days after the DC. Authors propose that DC is no need for the massive ICH patient if a significant portion of their hematoma is removed. But DC might be essential to improve the MI patients’ outcome and timely treatment decision.
Brain
;
Cerebral Hemorrhage
;
Cerebral Infarction
;
Decompression
;
Decompressive Craniectomy
;
Glasgow Coma Scale
;
Hematoma
;
Humans
;
Infarction
;
Intracranial Hemorrhages
;
Intracranial Pressure
;
Male
;
Mortality
;
Punctures
;
Retrospective Studies
;
Stroke
;
Vascular Diseases
5.Circulating Plasma Biomarkers for TSU-68, an Oral Antiangiogenic Agent, in Patients with Metastatic Breast Cancer.
Changhoon YOO ; Sung Bae KIM ; Jungsil RO ; Seock Ah IM ; Young Hyuck IM ; Jee Hyun KIM ; Jin Hee AHN ; Kyung Hae JUNG ; Hong Suk SONG ; Seok Yun KANG ; Hee Sook PARK ; Hyun Cheol CHUNG
Cancer Research and Treatment 2016;48(2):499-507
PURPOSE: This study analyzed the role of plasma biomarkers for TSU-68 in a previous phase II trial comparing TSU-68 plus docetaxel and docetaxel alone in patients with metastatic breast cancer. MATERIALS AND METHODS: A total of 77 patients were eligible for this study (38 in the TSU-68 plus docetaxel arm and 39 in the docetaxel alone arm). Blood samples were collected prior to the start of each cycle, and vascular endothelial growth factor (VEGF), platelet-derived growth factor (PDGF)-AA, -AB, -BB, fibroblast growth factor, M30, C-reactive protein (CRP), and interleukin 6 (IL-6) levels were measured using enzyme linked immunosorbent assay. The primary endpoint was progression-free survival (PFS). RESULTS: In patients with baseline PDGF-AA ≥ median, median PFS was significantly worse in the TSU-68 plus docetaxel group than in the docetaxel alone group (5.4 months vs. 13.7 months, p=0.049), while a trend toward a PFS benefit was observed in those with baseline PDGF-AA < median (9.7 months vs. 4.0 months, p=0.18; p for interaction=0.03). In the TSU-68 plus docetaxel group, PFS showed significant association with fold changes in CRP (p=0.001), IL-6 (p < .001), PDGF-BB (p=0.02), and VEGF (p=0.047) following the first treatment cycle. CONCLUSION: Baseline PDGF-AA levels and dynamics of VEGF, PDGF-BB, CRP, and IL-6 levels were predictive for the efficacy of TSU-68.
Arm
;
Biological Markers*
;
Breast Neoplasms*
;
Breast*
;
C-Reactive Protein
;
Disease-Free Survival
;
Enzyme-Linked Immunosorbent Assay
;
Fibroblast Growth Factors
;
Humans
;
Interleukin-6
;
Pharmacology
;
Plasma*
;
Platelet-Derived Growth Factor
;
Vascular Endothelial Growth Factor A
6.Primary hepatic malignant peripheral nerve sheath tumor successfully treated with combination therapy: a case report and literature review.
Hae Il JUNG ; Hyoung Uk LEE ; Tae Sung AHN ; Jong Eun LEE ; Hyun Yong LEE ; Hyon Doek CHO ; Sang Cheol LEE ; Sang Ho BAE
Annals of Surgical Treatment and Research 2016;91(6):327-331
Primary malignant peripheral nerve sheath tumor (MPNST) in a young female patient, not associated with neurofibromatosis type-I is extremely rare in the liver. A 33-year-old female was admitted with a right flank pain for a weak. The CT scan showed 12.5-cm-sized mass located at the right hepatic lobe. At laparotomy, about 20.0-cm-sized mass was on the right hepatic lobe with attachment to right diaphragmatic pleura. Right hepatic lobe and adherent part of diaphragmatic pleura were resected. On histology and immunohistochemistry, it was diagnosed MPNST. Adjuvant radiotherapy for the right diaphragmatic pleura and adjuvant chemotherapy with adriamycin, ifosfamide and cisplatin were sequentially performed. The prognosis of MPNST is generally poor and it is associated with a highly aggressive course of recurrence, metastases, and death. Our case is probably a first report about combination therapy.
Adult
;
Chemotherapy, Adjuvant
;
Cisplatin
;
Doxorubicin
;
Female
;
Flank Pain
;
Humans
;
Ifosfamide
;
Immunohistochemistry
;
Laparotomy
;
Liver
;
Neoplasm Metastasis
;
Neurilemmoma
;
Neurofibromatoses
;
Peripheral Nerves*
;
Pleura
;
Prognosis
;
Radiotherapy, Adjuvant
;
Recurrence
;
Tomography, X-Ray Computed
7.Adaptive responses of cardiac function to fetal postural change as gestational age increases.
Woo Jin KIM ; Hye Jin CHOI ; Sun Young YANG ; Boo Hae KOO ; Ki Hoon AHN ; Geum Joon CHO ; Soon Cheol HONG ; Min Jeong OH ; Hai Joong KIM
Obstetrics & Gynecology Science 2016;59(6):427-433
OBJECTIVE: The cardiovascular system maintains homeostasis through a series of adaptive responses to physiological requirements. However, little is known about the adaptation of fetal cardiac function to gravity, according to gestational age. In the present study, we aimed to evaluate the adaptive responses of cardiac function to postural changes, using Tei index measurements. METHODS: Fetal echocardiography and Doppler examination were performed on 114 women with vertex singleton pregnancies at 19 to 40 weeks' gestation. Participants were placed in an upright seated position, and the Tei index for fetal left ventricular cardiac function was measured. The women were then moved into a supine position and the Tei index was re-measured. RESULTS: The mean Tei index when measured in an upright seated position was significantly lower than that measured in a supine positioning for all fetuses (0.528±0.103 vs. 0.555±0.106, P=0.014, respectively). This difference was also noted in fetuses with a gestational age of 28–40 weeks (0.539±0.107 vs. 0.574±0.102, P=0.011, respectively). However, there was no difference in the Tei index between an upright seated and a supine position among fetuses with a gestational age of <28 weeks (0.505±0.091 vs. 0.516±0.103, P=0.571, respectively). CONCLUSION: Postural changes from an upright seated to a supine position result in an increased Tei index after a gestational age of 28 weeks. This appears to reflect maturation in the adaptive responses of the fetal cardiovascular system to postural changes.
Cardiovascular System
;
Echocardiography
;
Female
;
Fetus
;
Gestational Age*
;
Gravitation
;
Homeostasis
;
Humans
;
Posture
;
Pregnancy
;
Supine Position
8.Clinical Outcome Comparison of Everolimus- and Biolimus-eluting Stents in Patients with Acute Myocardial Infarction.
In Cheol PARK ; Myung Ho JEONG ; In Soo KIM ; Jung Ae RHEE ; Jin Su CHOI ; In Hyae PARK ; Leem Soon CHAI ; Yun Ah JEONG ; Dae Yong HYUN ; Hae Chang JEONG ; Ki Hong LEE ; Keun Ho PARK ; Doo Sun SIM ; Kye Hun KIM ; Young Joon HONG ; Hyung Uk PARK ; Ju Han KIM ; Young Keun AHN ; Jeong Gwan CHO ; Jong Chun PARK
Korean Journal of Medicine 2015;89(4):418-427
BACKGROUND/AIMS: We compared the efficacy and safety of the second-generation everolimus-eluting stent (EES) and the third generation biolimus-eluting stent (BES) in patients with acute myocardial infarction (AMI). METHODS: We analyzed 629 consecutive patients (mean age 65.1 +/- 11.2 years, 426 males) with AMI undergoing percutaneous coronary intervention from February 2008 to April 2012. They were divided into two groups according to stent type (EES group, n = 426; BES group, n = 203). The primary end-point was 2-year major adverse cardiac events (MACEs), defined as the composite of all-cause death, myocardial infarction, target vessel revascularization, non-target vessel revascularization and target lesion revascularization. The secondary end-point was 2-year target lesion failure (TLF). RESULTS: There were no significant differences in baseline characteristics, except that the patients with EES had a significantly higher prevalence of diabetes mellitus (34.7 vs. 22.7%, p = 0.002) and were older (67.1 +/- 11.3 vs. 64 +/- 12.9 years, p = 0.039) compared with the patients with BES. After propensity score matching, 2-year clinical outcomes showed no differences in composite MACEs or TLF between the two groups. Multivariate Cox regression analysis showed that stent type was not a predictor of 2-year mortality or MACEs. However, older age (hazard ratio [HR] 1.037, 95% confidence interval [CI] 1.014-1.060, p = 0.001), diabetes mellitus (HR 2.247, 95% CI 1.426-3.539, p = 0.001) and a left ventricular ejection fraction < or = 45% (HR 3.007, 95% CI 1.978-4.573, p = 0.001) were independent predictors for 2-year MACEs in patients undergoing EES or BES. CONCLUSIONS: Patients with BES had similar clinical 2-year outcomes compared with EES patients with AMI.
Diabetes Mellitus
;
Humans
;
Mortality
;
Myocardial Infarction*
;
Percutaneous Coronary Intervention
;
Prevalence
;
Prognosis
;
Propensity Score
;
Stents*
;
Stroke Volume
9.Comparison of Coronary Plaque and Stenosis Between Coronary Computed Tomography Angiography and Virtual Histology-Intravascular Ultrasound in Asymptomatic Patients with Risk Factors for Coronary Artery Disease.
Young Joon HONG ; Myung Ho JEONG ; Yun Ha CHOI ; Soo Young PARK ; Hyun Ju SEON ; Hyun Sung LEE ; Yun Hyun KIM ; Sang Cheol CHO ; Jae Young CHO ; Hae Chang JEONG ; Soo Young JANG ; Jong Hyun YOO ; Ji Eun SONG ; Ki Hong LEE ; Keun Ho PARK ; Doo Sun SIM ; Nam Sik YOON ; Hyun Ju YOON ; Kye Hun KIM ; Hyung Wook PARK ; Ju Han KIM ; Youngkeun AHN ; Jeong Gwan CHO ; Jong Chun PARK ; Jung Chaee KANG
Journal of Lipid and Atherosclerosis 2014;3(2):79-87
OBJECTIVES: The purpose of the study was to compare plaque characteristics by coronary computed tomography angiography (CCTA) with those by virtual histology-intravascular ultrasound (VH-IVUS). METHODS: We enrolled 50 asymptomatic patients with diabetes mellitus or more than two risk factors for coronary artery disease such as hypertension, smoking, and hyperlipidemia. If the patient had a coronary lesion (plaque with more than 50% stenosis or calcium score more than 100), we recommended coronary angiography and VH-IVUS and compared CCTA findings with VH-IVUS findings. RESULTS: 35 patients (70%) had coronary lesions, and we performed both CCTA and VH-IVUS in 23 patients. All 23 patients had multiple risk factors, and the majority of target lesions were located at left anterior descending artery (73.9%), and calcium score of lesion site was 106+/-162 with plaque volume of 232+/-153 mm3 by CCTA. Calcium score of lesion site was significantly greater in diabetic patients (n=14) than non-diabetic patients (n=9) (118+/-159 vs. 88+/-175, p=0.038). By VH-IVUS, plaque volume was 174+/-127 mm3, absolute necrotic core (NC) volume was 22+/-21 mm3, and relative NC volume was 20.8+/-8.7%. Absolute dense calcium (DC) volume and absolute NC volumes were significantly greater in diabetic patients than non-diabetic patients (11.5+/-13.8 mm3 vs. 9.1+/-11.0 mm3, p=0.028, and 23.9+/-24.7 mm3 vs. 18.1+/-14.3 mm3, p=0.035, respectively). Plaque volume by CCTA correlated with that of VH-IVUS (r=0.742, p<0.001), and plaque volume by CCTA correlated with absolute NC volume by VH-IVUS (r=0.621, p<0.001), and calcium score of lesion site by CCTA correlated with absolute dense calcium volume by VH-IVUS (r=0.478, p=0.028). CONCLUSION: Coronary lesion was detected by CCTA in 70% of asymptomatic patients with multiple coronary risk factors, and parameters detected by CCTA correlated well with those detected by VH-IVUS.
Angiography*
;
Arteries
;
Calcium
;
Constriction, Pathologic*
;
Coronary Angiography
;
Coronary Artery Disease*
;
Diabetes Mellitus
;
Humans
;
Hyperlipidemias
;
Hypertension
;
Risk Factors*
;
Smoke
;
Smoking
;
Ultrasonography*
10.Changes in the clinical manifestations of primary aldosteronism.
Sun Hwa KIM ; Jae Hee AHN ; Ho Cheol HONG ; Hae Yoon CHOI ; Yoon Jung KIM ; Nam Hoon KIM ; Hye Jin YOO ; Hee Young KIM ; Ji A SEO ; Nan Hee KIM ; Sin Gon KIM ; Kyung Mook CHOI ; Sei Hyun BAIK ; Dong Seop CHOI
The Korean Journal of Internal Medicine 2014;29(2):217-225
BACKGROUND/AIMS: Primary aldosteronism (PA) is now widely recognized to have a higher prevalence than was once thought. In view of its increasing prevalence, we compared chronological changes in clinical manifestations of PA according to different times of diagnosis. METHODS: In total, 85 patients diagnosed with PA from January 1986 through March 2012 were reviewed retrospectively, based on their medical records. During two periods-1986 to 2005 and 2006 to 2012-41 and 44 patients, respectively, were diagnosed with PA. We compared the clinical and biological characteristics of PA between these periods. RESULTS: The results demonstrate an increasing trend in the prevalence of idiopathic hyperaldosteronism (IHA; p = 0.19). In the 2006 to 2012 period, patients with PA presented with higher serum potassium levels at the time of diagnosis than in the 1986 to 2005 period (p < 0.0002). Adrenal vein sampling (AVS) was performed mostly in the latter period (82.3%) and the diagnostic accuracy of adrenal computed tomography, compared with AVS, was only 56.2%. About 78.0% versus 86.3% of patients had at least one target organ damage (TOD) in the 1986 to 2005 and 2006 to 2012 periods, respectively (p = 0.39). However, patients with TOD were older and had longer durations of hypertension than patients without, in both periods. CONCLUSIONS: PA is becoming more prevalent. There was an increasing tendency for IHA, and more PA patients presented with normokalemia than in the earlier period. Early and accurate diagnosis of PA with AVS and proper treatment should have substantial prognostic value.
Adrenal Cortex Neoplasms/diagnosis/epidemiology
;
Adrenal Glands/radiography
;
Adrenocortical Adenoma/diagnosis/epidemiology
;
Adult
;
Biological Markers/blood
;
Female
;
Humans
;
Hyperaldosteronism/blood/*diagnosis/epidemiology/therapy
;
Hyperkalemia/diagnosis/epidemiology
;
Hyperplasia
;
Hypertension/diagnosis/epidemiology
;
Male
;
Middle Aged
;
Potassium/blood
;
Predictive Value of Tests
;
Prevalence
;
Republic of Korea/epidemiology
;
Retrospective Studies
;
Risk Factors
;
Time Factors
;
Tomography, X-Ray Computed
;
Treatment Outcome

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