1.p27 Cell Cycle Inhibitor and Survival in Luminal-Type Breast Cancer:Gene Ontology, Machine Learning, and Drug Screening Analysis
In Ah PARK ; Yung-Kyun NOH ; Kyueng-Whan MIN ; Dong-Hoon KIM ; Jeong-Yeon LEE ; Byoung Kwan SON ; Mi Jung KWON ; Myung-Hoon HAN ; Joon Young HUR ; Jung Soo PYO
Journal of Breast Cancer 2024;27(5):305-322
		                        		
		                        			 Purpose:
		                        			A widely distributed cell cycle inhibitor, p27, regulates cyclin-dependent kinase-cyclin complexes. Although the prognostic value of p27 has been established for various types of carcinomas, its role in luminal breast cancer remains poorly understood. This study aimed to explore the functional enrichment of p27 and identify potential drug targets in patients with luminal-type breast cancer. 
		                        		
		                        			Methods:
		                        			Clinicopathological data were collected from 868 patients with luminal-type breast cancer. Additionally, publicly available data from the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) dataset (1,500 patients) and the Gene Expression Omnibus database (855 patients) were included in the analysis. Immunohistochemical staining for p27, differential gene expression analysis, disease ontology analysis, survival prediction modeling using machine learning (ML), and in vitro drug screening were also performed. 
		                        		
		                        			Results:
		                        			Low p27 expression correlated with younger age, advanced tumor stage, estrogen receptor/progesterone receptor negativity, decreased cluster of differentiation 8+ T cell count, and poorer survival outcomes in luminal-type breast cancer. The METABRIC data revealed that reduced cyclin-dependent kinase inhibitor 1B (CDKN1B) expression (encoding p27) was associated with cell proliferation-related pathways and epigenetic polycomb repressive complex 2. Using ML, p27 emerged as the second most significant survival factor after N stage, thereby enhancing survival model performance. Additionally, luminal-type breast cancer cell lines with low CDKN1B expression demonstrated increased sensitivity to specific anticancer drugs such as voxtalisib and serdemetan, implying a potential therapeutic synergy between CDKN1B-targeted approaches and these drugs. 
		                        		
		                        			Conclusion
		                        			The integration of ML and bioinformatic analyses of p27 has the potential to enhance risk stratification and facilitate personalized treatment strategies for patients with breast cancer. 
		                        		
		                        		
		                        		
		                        	
2.p27 Cell Cycle Inhibitor and Survival in Luminal-Type Breast Cancer:Gene Ontology, Machine Learning, and Drug Screening Analysis
In Ah PARK ; Yung-Kyun NOH ; Kyueng-Whan MIN ; Dong-Hoon KIM ; Jeong-Yeon LEE ; Byoung Kwan SON ; Mi Jung KWON ; Myung-Hoon HAN ; Joon Young HUR ; Jung Soo PYO
Journal of Breast Cancer 2024;27(5):305-322
		                        		
		                        			 Purpose:
		                        			A widely distributed cell cycle inhibitor, p27, regulates cyclin-dependent kinase-cyclin complexes. Although the prognostic value of p27 has been established for various types of carcinomas, its role in luminal breast cancer remains poorly understood. This study aimed to explore the functional enrichment of p27 and identify potential drug targets in patients with luminal-type breast cancer. 
		                        		
		                        			Methods:
		                        			Clinicopathological data were collected from 868 patients with luminal-type breast cancer. Additionally, publicly available data from the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) dataset (1,500 patients) and the Gene Expression Omnibus database (855 patients) were included in the analysis. Immunohistochemical staining for p27, differential gene expression analysis, disease ontology analysis, survival prediction modeling using machine learning (ML), and in vitro drug screening were also performed. 
		                        		
		                        			Results:
		                        			Low p27 expression correlated with younger age, advanced tumor stage, estrogen receptor/progesterone receptor negativity, decreased cluster of differentiation 8+ T cell count, and poorer survival outcomes in luminal-type breast cancer. The METABRIC data revealed that reduced cyclin-dependent kinase inhibitor 1B (CDKN1B) expression (encoding p27) was associated with cell proliferation-related pathways and epigenetic polycomb repressive complex 2. Using ML, p27 emerged as the second most significant survival factor after N stage, thereby enhancing survival model performance. Additionally, luminal-type breast cancer cell lines with low CDKN1B expression demonstrated increased sensitivity to specific anticancer drugs such as voxtalisib and serdemetan, implying a potential therapeutic synergy between CDKN1B-targeted approaches and these drugs. 
		                        		
		                        			Conclusion
		                        			The integration of ML and bioinformatic analyses of p27 has the potential to enhance risk stratification and facilitate personalized treatment strategies for patients with breast cancer. 
		                        		
		                        		
		                        		
		                        	
3.p27 Cell Cycle Inhibitor and Survival in Luminal-Type Breast Cancer:Gene Ontology, Machine Learning, and Drug Screening Analysis
In Ah PARK ; Yung-Kyun NOH ; Kyueng-Whan MIN ; Dong-Hoon KIM ; Jeong-Yeon LEE ; Byoung Kwan SON ; Mi Jung KWON ; Myung-Hoon HAN ; Joon Young HUR ; Jung Soo PYO
Journal of Breast Cancer 2024;27(5):305-322
		                        		
		                        			 Purpose:
		                        			A widely distributed cell cycle inhibitor, p27, regulates cyclin-dependent kinase-cyclin complexes. Although the prognostic value of p27 has been established for various types of carcinomas, its role in luminal breast cancer remains poorly understood. This study aimed to explore the functional enrichment of p27 and identify potential drug targets in patients with luminal-type breast cancer. 
		                        		
		                        			Methods:
		                        			Clinicopathological data were collected from 868 patients with luminal-type breast cancer. Additionally, publicly available data from the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) dataset (1,500 patients) and the Gene Expression Omnibus database (855 patients) were included in the analysis. Immunohistochemical staining for p27, differential gene expression analysis, disease ontology analysis, survival prediction modeling using machine learning (ML), and in vitro drug screening were also performed. 
		                        		
		                        			Results:
		                        			Low p27 expression correlated with younger age, advanced tumor stage, estrogen receptor/progesterone receptor negativity, decreased cluster of differentiation 8+ T cell count, and poorer survival outcomes in luminal-type breast cancer. The METABRIC data revealed that reduced cyclin-dependent kinase inhibitor 1B (CDKN1B) expression (encoding p27) was associated with cell proliferation-related pathways and epigenetic polycomb repressive complex 2. Using ML, p27 emerged as the second most significant survival factor after N stage, thereby enhancing survival model performance. Additionally, luminal-type breast cancer cell lines with low CDKN1B expression demonstrated increased sensitivity to specific anticancer drugs such as voxtalisib and serdemetan, implying a potential therapeutic synergy between CDKN1B-targeted approaches and these drugs. 
		                        		
		                        			Conclusion
		                        			The integration of ML and bioinformatic analyses of p27 has the potential to enhance risk stratification and facilitate personalized treatment strategies for patients with breast cancer. 
		                        		
		                        		
		                        		
		                        	
4.JAK2 Loss Arising From Tumor-SpreadThrough-Air-Spaces (STAS) Promotes Tumor Progression by Suppressing CD8+ T Cells in Lung Adenocarcinoma:A Machine Learning Approach
Soohwan CHOI ; Hyung Suk KIM ; Kyueng-Whan MIN ; Yung-Kyun NOH ; Jeong-Yeon LEE ; Ji-Yong MOON ; Un Suk JUNG ; Mi Jung KWON ; Dong-Hoon KIM ; Byoung Kwan SON ; Jung Soo PYO ; Sun Kyun RO
Journal of Korean Medical Science 2024;39(2):e16-
		                        		
		                        			 Background:
		                        			Tumor spread through air spaces (STAS) is a recently discovered risk factor for lung adenocarcinoma (LUAD). The aim of this study was to investigate specific genetic alterations and anticancer immune responses related to STAS. By using a machine learning algorithm and drug screening in lung cancer cell lines, we analyzed the effect of Janus kinase 2 (JAK2) on the survival of patients with LUAD and possible drug candidates. 
		                        		
		                        			Methods:
		                        			This study included 566 patients with LUAD corresponding to clinicopathological and genetic data. For analyses of LUAD, we applied gene set enrichment analysis (GSEA), in silico cytometry, pathway network analysis, in vitro drug screening, and gradient boosting machine (GBM) analysis. 
		                        		
		                        			Results:
		                        			The patients with STAS had a shorter survival time than those without STAS (P < 0.001). We detected gene set-related downregulation of JAK2 associated with STAS using GSEA. Low JAK2 expression was related to poor prognosis and a low CD8+ T-cell fraction. In GBM, JAK2 showed improved survival prediction performance when it was added to other parameters (T stage, N stage, lymphovascular invasion, pleural invasion, tumor size). In drug screening, mirin, CCT007093, dihydroretenone, and ABT737 suppressed the growth of lung cancer cell lines with low JAK2 expression. 
		                        		
		                        			Conclusion
		                        			In LUAD, low JAK2 expression linked to the presence of STAS might serve as an unfavorable prognostic factor. A relationship between JAK2 and CD8+ T cells suggests that STAS is indirectly related to the anticancer immune response. These results may contribute to the design of future experimental research and drug development programs for LUAD with STAS. 
		                        		
		                        		
		                        		
		                        	
5.Effect of Operator Volume on In-Hospital Outcomes Following Primary Percutaneous Coronary Intervention for ST-Elevation Myocardial Infarction: Based on the 2014 Cohort of Korean Percutaneous Coronary Intervention (K-PCI) Registry
Jung Hee LEE ; Sang Yong EOM ; Ung KIM ; Chan Hee LEE ; Jang Won SON ; Dong Woon JEON ; Jang Ho BAE ; Seok Kyu OH ; Kwang Soo CHA ; Yongsung SUH ; Young Youp KOH ; Tae Hyun YANG ; Dae keun SHIM ; Jang Whan BAE ; Jong Seon PARK
Korean Circulation Journal 2020;50(2):133-144
		                        		
		                        			 BACKGROUND AND OBJECTIVES:
		                        			The relationship between operator volume and outcomes of percutaneous coronary intervention (PCI) in patients with ST-elevation myocardial infarction (STEMI) has not been fully investigated. We aimed to investigate the relationship between operator PCI volume and in-hospital outcomes after primary PCI for STEMI.
		                        		
		                        			METHODS:
		                        			Among the total of 44,967 consecutive cases of PCI enrolled in the Korean nationwide, retrospective registry (K-PCI registry), 8,282 patients treated with PCI for STEMI by 373 operators were analyzed. PCI volumes above the 75th percentile (>30 cases/year), between the 75th and 25th percentile (10–30 cases/year), and below the 25th percentile (<10 cases/year) were defined as high, moderate, and low-volume operators, respectively. In-hospital outcomes including mortality, non-fatal myocardial infarction (MI), stent thrombosis, stroke, and urgent repeat PCI were analyzed.
		                        		
		                        			RESULTS:
		                        			The average number of primary PCI cases performed by 373 operators was 22.2 in a year. In-hospital mortality after PCI for STEMI was 571 cases (6.9%). In-hospital outcomes by operator volume showed no significant differences in the death rate, cardiac death, non-fatal MI, and stent thrombosis. However, the rate of urgent repeat PCI tended to be lower in the high-volume operator (0.6%) than in the moderate-(0.7%)/low-(1.5%) volume operator groups (p=0.095). The adjusted odds ratios for adverse in-hospital outcomes were similar in the 3 groups. Multivariate analysis also showed that operator volume was not a predictor for adverse in-hospital outcomes.
		                        		
		                        			CONCLUSIONS
		                        			In-hospital outcomes after primary PCI for STEMI were not associated with operator volume in the K-PCI registry. 
		                        		
		                        		
		                        		
		                        	
6.Effect of Operator Volume on In-Hospital Outcomes Following Primary Percutaneous Coronary Intervention for ST-Elevation Myocardial Infarction: Based on the 2014 Cohort of Korean Percutaneous Coronary Intervention (K-PCI) Registry
Jung Hee LEE ; Sang Yong EOM ; Ung KIM ; Chan Hee LEE ; Jang Won SON ; Dong Woon JEON ; Jang Ho BAE ; Seok Kyu OH ; Kwang Soo CHA ; Yongsung SUH ; Young Youp KOH ; Tae Hyun YANG ; Dae keun SHIM ; Jang Whan BAE ; Jong Seon PARK
Korean Circulation Journal 2020;50(2):133-144
		                        		
		                        			
		                        			BACKGROUND AND OBJECTIVES: The relationship between operator volume and outcomes of percutaneous coronary intervention (PCI) in patients with ST-elevation myocardial infarction (STEMI) has not been fully investigated. We aimed to investigate the relationship between operator PCI volume and in-hospital outcomes after primary PCI for STEMI.METHODS: Among the total of 44,967 consecutive cases of PCI enrolled in the Korean nationwide, retrospective registry (K-PCI registry), 8,282 patients treated with PCI for STEMI by 373 operators were analyzed. PCI volumes above the 75th percentile (>30 cases/year), between the 75th and 25th percentile (10–30 cases/year), and below the 25th percentile (<10 cases/year) were defined as high, moderate, and low-volume operators, respectively. In-hospital outcomes including mortality, non-fatal myocardial infarction (MI), stent thrombosis, stroke, and urgent repeat PCI were analyzed.RESULTS: The average number of primary PCI cases performed by 373 operators was 22.2 in a year. In-hospital mortality after PCI for STEMI was 571 cases (6.9%). In-hospital outcomes by operator volume showed no significant differences in the death rate, cardiac death, non-fatal MI, and stent thrombosis. However, the rate of urgent repeat PCI tended to be lower in the high-volume operator (0.6%) than in the moderate-(0.7%)/low-(1.5%) volume operator groups (p=0.095). The adjusted odds ratios for adverse in-hospital outcomes were similar in the 3 groups. Multivariate analysis also showed that operator volume was not a predictor for adverse in-hospital outcomes.CONCLUSIONS: In-hospital outcomes after primary PCI for STEMI were not associated with operator volume in the K-PCI registry.
		                        		
		                        		
		                        		
		                        			Cohort Studies
		                        			;
		                        		
		                        			Death
		                        			;
		                        		
		                        			Hospital Mortality
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Mortality
		                        			;
		                        		
		                        			Multivariate Analysis
		                        			;
		                        		
		                        			Myocardial Infarction
		                        			;
		                        		
		                        			Odds Ratio
		                        			;
		                        		
		                        			Percutaneous Coronary Intervention
		                        			;
		                        		
		                        			Retrospective Studies
		                        			;
		                        		
		                        			Stents
		                        			;
		                        		
		                        			Stroke
		                        			;
		                        		
		                        			Thrombosis
		                        			;
		                        		
		                        			Treatment Outcome
		                        			
		                        		
		                        	
7.Recovery Phase Spontaneous Nystagmus, Its Existence and Clinical Implication
Min Young LEE ; Hye Ran SON ; Yoon Chan RAH ; Jae Yun JUNG ; Myung Whan SUH
Journal of Audiology & Otology 2019;23(1):33-38
		                        		
		                        			
		                        			BACKGROUND AND OBJECTIVES: Determination of the lesion side based on the direction of the nystagmus could result in confusions to the clinicians due to mismatch between the vestibular function tests and also between vestibular and audiologic features. To minimize these mistakes, we elucidated the clinical manifestation and vestibular function test results in cases with recovery spontaneous nystagmus (rSN). SUBJECTS AND METHODS: Patients who visited ENT clinic of tertiary referral hospital for acute onset continuous vertigo from January 2008 to December 2011 were enrolled. In these patients, we assessed onset time of vertigo, time point of paralytic spontaneous nystagmus (SN) and time point of rSN. At each time point of SN, vestibular function tests and hearing function tests were performed. RESULTS: We confirmed the rSN among patients with unilateral vestibulopathy and demonstrated that high gain of the rotatory chair test (slow harmonic acceleration) and/or mismatch of the SN direction and contralateral caloric weakness could indicate the recovery state of patients and nystagmus observed in this stage is recovery phase nystagmus. CONCLUSIONS: In acute vestibulopathy patients, recovery phase nystagmus was observed and on this stage of disease vestibular function tests shows several features that could predict recovery state.
		                        		
		                        		
		                        		
		                        			Hearing
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Tertiary Care Centers
		                        			;
		                        		
		                        			Vertigo
		                        			;
		                        		
		                        			Vestibular Function Tests
		                        			
		                        		
		                        	
8.A Case of Acute Phlegmonous Gastritis Diagnosed with Endoscopic Submucosal Biopsy and Bacterial Culture and Improved by Antibiotics Treatment.
Mi Ae SONG ; Jae Hyuck CHANG ; Mo Eun JUNG ; Sang Won SON ; Tae Ho KIM ; Chang Whan KIM ; Sok Won HAN
The Korean Journal of Helicobacter and Upper Gastrointestinal Research 2013;13(3):202-206
		                        		
		                        			
		                        			Phlegmonous gastritis is a rare disease of acute suppurative inflammation in the stomach wall. It is rapidly progressive and potentially fatal. Its mortality rate remains very high because the clinical diagnosis is often delayed. Many patients with phlegmonous gastritis undergo surgery. We present the case of 63-year-old woman with epigastric pain, fever, nausea and vomiting. The presumed diagnosis of acute phlegmonous gastritis was made by esophagogastroduodenoscopy, abdominal computed tomography, endoscopic ultrasonography and deep submucosal biopsy assisted with hook knife. Acinetobacter baumannii was cultured in the aspiration from the stomach. We treated the patient with antibiotics alone. Early recognition of phlegmonous gastritis by endoscopic biopsies and bacteriological study may improve the prognosis of these patient.
		                        		
		                        		
		                        		
		                        			Acinetobacter baumannii
		                        			;
		                        		
		                        			Anti-Bacterial Agents
		                        			;
		                        		
		                        			Biopsy
		                        			;
		                        		
		                        			Biopsy, Needle
		                        			;
		                        		
		                        			Cellulitis
		                        			;
		                        		
		                        			Endoscopy, Digestive System
		                        			;
		                        		
		                        			Endosonography
		                        			;
		                        		
		                        			Female
		                        			;
		                        		
		                        			Fever
		                        			;
		                        		
		                        			Gastritis
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Inflammation
		                        			;
		                        		
		                        			Middle Aged
		                        			;
		                        		
		                        			Nausea
		                        			;
		                        		
		                        			Prognosis
		                        			;
		                        		
		                        			Rare Diseases
		                        			;
		                        		
		                        			Stomach
		                        			;
		                        		
		                        			Vomiting
		                        			
		                        		
		                        	
9.Apogeotropic Positional Nystagmus in Pontine Infarction
Hye Ran SON ; Jae Yun JUNG ; Myung Whan SUH
Journal of the Korean Balance Society 2012;11(3):105-109
		                        		
		                        			
		                        			It is thought that horizontal canal benign paroxysmal positional vertigo (BPPV) is the most common cause of apogeotropic direction-changing positional nystagmus (DCPN). But there are many reports about cerebellar or brainstem lesions as the cause of apogeotropic DCPN. We also report a 72-year-old male patient who showed apogeotropic DCPN, but was proven to have a pontine infarction. The patients complained of disequilibrium which has lasted for 3-4 years and aggravated recently. The symptom was present only when he stood up, and was absent as soon as he sat down. He was not able to successfully perform the Romberg test and tandem gait on physical examination. Vestibular function test revealed apogeotropic DCPN without spontaneous nystagmus. Rotation chair test and caloric test results were all within normal limit. On the brain magnetic resonance imaging, newly detected infarction in the left basal ganglia, pons and right parietal lobe was found. Although horizontal canal BPPV is the most common cause of apogeotropic DCPN, we should be aware that there can be patients with central origin DCPN. In this report, we present the detailed history of this patient and tried to point out the clues to suspect central lesion in patients with apogeotropic DCPN.
		                        		
		                        		
		                        		
		                        			Aged
		                        			;
		                        		
		                        			Basal Ganglia
		                        			;
		                        		
		                        			Brain
		                        			;
		                        		
		                        			Brain Stem
		                        			;
		                        		
		                        			Caloric Tests
		                        			;
		                        		
		                        			Gait
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Infarction
		                        			;
		                        		
		                        			Magnetic Resonance Imaging
		                        			;
		                        		
		                        			Male
		                        			;
		                        		
		                        			Nystagmus, Physiologic
		                        			;
		                        		
		                        			Parietal Lobe
		                        			;
		                        		
		                        			Physical Examination
		                        			;
		                        		
		                        			Pons
		                        			;
		                        		
		                        			Vertigo
		                        			;
		                        		
		                        			Vestibular Function Tests
		                        			
		                        		
		                        	
10.Gender Difference of Clinical Characteristics in Meniere's Disease
Se Young AN ; Hye Ran SON ; Myung Whan SUH ; Chung Ku RHEE ; Jae Yun JUNG
Journal of the Korean Balance Society 2012;11(3):88-91
		                        		
		                        			
		                        			BACKGROUND AND OBJECTIVES: Meniere's disease (MD) is a clinical cluster of common symptoms by various causes rather than a single disease entity. Many causes such as autoimmune, allergy, vascular insufficiency have been thought to be related with Meniere's disease. We assumed that different pathologic mechanisms have contribution in each gender. With this premise, we compared clinical characteristics between male and female patients to determine if there is any difference indicating heterogeneous underlying pathology. MATERIALS AND METHODS: We reviewed medical records of 61 patients (43 female, 18 male) who were diagnosed as unilateral definite MD and underwent vestibular function test and audiologic evaluation (more than two times of pure tone audiometry during the follow-up period) from October 2005 to December 2011. RESULTS: The average duration of dizziness in females was longer than in males. In the worst ipsilateral pure tone audiometry, low frequency thresholds were lower in females than in males. Female had lesser hearing difference at all frequencies between the sides and showed more hearing fluctuation than male. There was no significant difference between male and female in the vestibular function test. CONCLUSION: These results are insufficient to suggest that the pathogenesis of MD differs between the genders. However, some differences between the genders prompt a need for future studies involving more patients.
		                        		
		                        		
		                        		
		                        			Audiometry
		                        			;
		                        		
		                        			Dizziness
		                        			;
		                        		
		                        			Female
		                        			;
		                        		
		                        			Follow-Up Studies
		                        			;
		                        		
		                        			Hearing
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Hypersensitivity
		                        			;
		                        		
		                        			Male
		                        			;
		                        		
		                        			Medical Records
		                        			;
		                        		
		                        			Meniere Disease
		                        			;
		                        		
		                        			Vestibular Function Tests
		                        			
		                        		
		                        	
            
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