1.A Case-Control Clinical Trial on a Deep Learning-Based Classification System for Diagnosis of Amyloid-Positive Alzheimer’s Disease
Jong Bin BAE ; Subin LEE ; Hyunwoo OH ; Jinkyeong SUNG ; Dongsoo LEE ; Ji Won HAN ; Jun Sung KIM ; Jae Hyoung KIM ; Sang Eun KIM ; Ki Woong KIM
Psychiatry Investigation 2023;20(12):1195-1203
Objective:
A deep learning-based classification system (DLCS) which uses structural brain magnetic resonance imaging (MRI) to diagnose Alzheimer’s disease (AD) was developed in a previous recent study. Here, we evaluate its performance by conducting a single-center, case-control clinical trial.
Methods:
We retrospectively collected T1-weighted brain MRI scans of subjects who had an accompanying measure of amyloid-beta (Aβ) positivity based on a 18F-florbetaben positron emission tomography scan. The dataset included 188 Aβ-positive patients with mild cognitive impairment or dementia due to AD, and 162 Aβ-negative controls with normal cognition. We calculated the sensitivity, specificity, positive predictive value, negative predictive value, and area under the receiver operating characteristic curve (AUC) of the DLCS in the classification of Aβ-positive AD patients from Aβ-negative controls.
Results:
The DLCS showed excellent performance, with sensitivity, specificity, positive predictive value, negative predictive value, and AUC of 85.6% (95% confidence interval [CI], 79.8–90.0), 90.1% (95% CI, 84.5–94.2), 91.0% (95% CI, 86.3–94.1), 84.4% (95% CI, 79.2–88.5), and 0.937 (95% CI, 0.911–0.963), respectively.
Conclusion
The DLCS shows promise in clinical settings where it could be routinely applied to MRI scans regardless of original scan purpose to improve the early detection of AD.
2.Polypoid Endometriosis, a Benign Tumor with Perplexing Radiologic Features: A Case Report
Jeong-A HONG ; Hyo Sang HAN ; Dongsoo JEON
Soonchunhyang Medical Science 2022;28(2):129-132
Polypoid endometriosis is a rare form of endometriosis. It is a benign variant but its radiologic findings trick clinicians into concern about the tumor being malignant. A 42-year-old patient with a history of dysmenorrhea and adenomyosis presented a 60 mm-sized mass in the Douglas pouch with irregular echogenicity. The patient went under the first surgery for tumor removal, and its histopathologic diagnosis was endometriosis. We started daily dienogest medication to suppress tumor recurrence, but after 10 months we decided to stop the medication due to the side effects. Four months after the cessation, a new tumor recurred and after few months of observation, we performed the second surgery of tumor removal and total hysterectomy because of adenomyosis. The tumor was located in the retroperitoneal space in the Douglas pouch with severe adhesions. After the second surgery, the tumor marker Cancer antigen-125 level was normalized and the histopathologic result was endometriosis, which we concluded as polypoid endometriosis.
3.A new synthetic chalcone derivative, 2-hydroxy-3',5,5'-trimethoxychalcone (DK-139), suppresses the Toll-like receptor 4-mediated inflammatory response through inhibition of the Akt/NF-kappaB pathway in BV2 microglial cells.
Young Han LEE ; Seung Hyun JEON ; Se Hyun KIM ; Changyoun KIM ; Seung Jae LEE ; Dongsoo KOH ; Yoongho LIM ; Kyooseob HA ; Soon Young SHIN
Experimental & Molecular Medicine 2012;44(6):369-377
Microglial cells are the resident innate immune cells that sense pathogens and tissue injury in the central nervous system (CNS). Microglial activation is critical for neuroinflammatory responses. The synthetic compound 2-hydroxy-3',5,5'-trimethoxychalcone (DK-139) is a novel chalcone-derived compound. In this study, we investigated the effects of DK-139 on Toll-like receptor 4 (TLR4)-mediated inflammatory responses in BV2 microglial cells. DK-139 inhibited lipopolysaccharide (LPS)-induced TLR4 activity, as determined using a cell-based assay. DK-139 blocked LPS-induced phosphorylation of IkappaB and p65/RelA NF-kappaB, resulting in inhibition of the nuclear translocation and trans-acting activity of NF-kappaB in BV2 microglial cells. We also found that DK-139 reduced the expression of NF-kappaB target genes, such as those for COX-2, iNOS, and IL-1beta, in LPS-stimulated BV2 microglial cells. Interestingly, DK-139 blocked LPS-induced Akt phosphorylation. Inhibition of Akt abrogated LPS-induced phosphorylation of p65/RelA, while overexpression of dominant-active p110CAAX enhanced p65/RelA phosphorylation as well as iNOS and COX2 expression. These results suggest that DK-139 exerts an anti-inflammatory effect on microglial cells by inhibiting the Akt/IkappaB kinase (IKK)/NF-kappaB signaling pathway.
Animals
;
Binding Sites
;
Cell Line
;
Chalcones/chemistry/*pharmacology
;
Cyclooxygenase 2/metabolism
;
I-kappa B Kinase/metabolism
;
Inflammation/*drug therapy
;
Interleukin-1beta/metabolism
;
Lipopolysaccharides/immunology
;
Microglia/*drug effects/immunology/metabolism
;
Molecular Dynamics Simulation
;
NF-kappa B/*antagonists & inhibitors
;
Nitric Oxide Synthase Type II/metabolism
;
Phosphorylation/drug effects
;
Protein Binding
;
Proto-Oncogene Proteins c-akt/*antagonists & inhibitors
;
Rats
;
Signal Transduction
;
Toll-Like Receptor 4/*antagonists & inhibitors/metabolism
;
Transcription Factor RelA/metabolism
4.Evaluation of the VIDAS CDAB Kits for the Detection of the Clostridium difficile Toxins A and B.
Jung Oak KANG ; Bo Moon SHIN ; Dongsoo HAN ; Tae Yeal CHOI
Korean Journal of Clinical Microbiology 2008;11(2):107-111
BACKGROUND: Since the emergence of variant Clostridium difficile strains that fail to produce detectable toxin A, diagnostic kits targeted to detect toxin A only showed a considerable rate of false negative results. The aim of this study was to evaluate a toxins A and B (toxins A/B) detection kit recently marketed in Korea, and to compare toxin positive rates before and after introduction of the new kit. METHODS: The results of 5,783 toxin A assays performed during the 7-year period from 2001 through 2007 were analyzed and compared them to the toxins A/B assay data of 519 samples obtained from January to June 2008 in a university hospital. An enzyme-linked fluorescent immunoassay for toxins A/B (VIDAS C. difficile Toxin A & B, bioMerieux SA, France: VIDAS CDAB) and PCR for toxin genes A/B were performed directly in 102 stool samples from hospitalized patients. RESULTS: The positive rates of toxin A assays tended downward annually from 2001 to 2007 (16.3%, 17.8%, 13.9%, 11.4%, 13.8%, 8.2%, and 5.8%, respectively), but increased to 12.1% in 2008 after changing to the toxin A/B detection kit. The concordant rate of the VIDAS CDAB kit with the PCR method was 82.4%. Compared to the PCR method, the sensitivity and specificity of the toxin A/B kit were 60.7% and 90.5% respectively. CONCLUSION: Testing kits for C. difficile toxin A only could result in a misdiagnosis more frequently than the testing kit for toxins A/B. The sensitivity of the newly launched toxin A/B detection kit from bioMerieux SA needs to be improved, but it showed a good specificity
Clostridium
;
Clostridium difficile
;
Diagnostic Errors
;
Humans
;
Immunoassay
;
Immunoenzyme Techniques
;
Korea
;
Polymerase Chain Reaction
;
Sensitivity and Specificity
5.Integrated Pharmaceutical Supply Chain Management based on B2B Collaboration and Information Sharing.
Dongsoo KIM ; Ok Yeon HAN ; Myoung Sook JUNG
Journal of Korean Society of Medical Informatics 2005;11(3):255-264
OBJECTIVE: The objective of this research is to design and develop an integrated pharmaceutical supply chain management(SCM) system for optimizing inventory control and reducing material handling costs based on B2B collaboration and information sharing. METHODS: We have analyzed business processes of material handling in hospitals and reviewed system requirements for efficient supply chain management. VMI(Vendor-Managed Inventory), which is one of important applications of SCM, has been adopted. Online procurement system and Web-based information sharing system are developed for the integration of the SCM. RESULTS: The SCM system composed of VMI, CAO(Computer Aided Ordering), and Web-based information sharing system enables hospitals to optimize the procurement processes and inventory control of pharmaceutical products. By sharing information with hospitals, the wholesaler can get information more timely and use exact data about inventory status and drug usage volumes of hospitals, so that it can forecast future demand more accurately, which facilitates needed products to be supplied timely and cost-effectively. CONCLUSION: By the B2B collaborations and information sharing among SCM participants, the SCM system have been implemented successfully in the medical center. It improves material handling of hospitals, reducing inventory management costs and ultimately improving quality of patient care.
Commerce
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Cooperative Behavior*
;
Information Dissemination*
;
Patient Care
;
Pharmaceutical Preparations
6.Evaluation of Four Methods for Antimicrobial Susceptibility Testing of Helicobacter pylori in Routine Practice.
Jung Oak KANG ; Dongsoo HAN ; Tae Yeal CHOI
Korean Journal of Clinical Microbiology 2005;8(1):82-89
BACKGROUND: We compared currently available four antimicrobial susceptibility test methods for H.pylori to find out a practical method suitable for testing a few strains of H.pylori at a time in the clinical microbiology laboratory. METHODS: With 37 clinical isolates of H.pylori, antimicrobial susceptibility tests were performed against amoxicillin (AMX), clarithromycin (CLR), and metronidazole (MTZ) using disk diffusion method with egg yolk emulsion (EYE) media, E test with EYE and Mueller Hinton blood agar plate (MH BAP), and modified broth microdilution methods (mBMD). RESULTS: The results of AMX and CLR showed a complete agreement between the four methods. For MTZ, however, a significant discrepancy was observed between the results obtained by the four methods. In four strains exhibiting high minimal inhibitory concentrations (MIC, > or =32 mg/L) to MTZ, category agreement was excellent, but correlation was not good in 13 strains with the MTZ MICs of 8 to 16 mg/L. In 20 strains with MTZ MICs between 0.25 mg/L and 4 mg/L, category agreement was excellent, but correlation between MICs or inhibitory zone diameters was not good. Etest EYE and Etest MH BAP methods showed a 100% agreement in the susceptibility category of MTZ. CONCLUSION: In routine practice, the most practical method for testing susceptibility of H.pylori to AMX and CLR seems to be the disk diffusion method with EYE or MH BAP. But for MTZ, a duplicate test using both Etest and disk diffusion test is recommended until more standardized, economical, and technically easier test methods become available.
Agar
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Amoxicillin
;
Clarithromycin
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Diffusion
;
Egg Yolk
;
Helicobacter pylori*
;
Helicobacter*
;
Metronidazole
7.Factors Related to Weight Gain in Patients with Schizophrenia Treated with Serotonin-Dopamine Antagonists.
Shin Kyum KIM ; Won Seok JANG ; Kyeong Sook CHOI ; Dong Yeon PARK ; Wou Sang HAN ; Dongsoo LEE ; Kyung Sue HONG
Journal of Korean Neuropsychiatric Association 2004;43(3):303-311
OBJECTIVES: The purpose of this study was to investigate demographic, clinical, behavioral and metabolic-endocrine factors related to weight gain in patients with schizophrenia treated with serotonin-dopamine antagonists(SDA). METHODS: Forty-two in-patients with DSM-IV schizophrenia were recruited from Samsung Seoul Hospital and St. Andrew Neuropsychiatric Hospital. The subjects were first-episode patients or patients who did not take any antipsychotics for the previous two months. All the patients were administered with one of the SDAs for 8 weeks. Body weights and body mass index (BMI) were measured weekly during the treatment period. The mean levels of daytime activities were evaluated at baseline and 4 weeks and 8 weeks after the treatment. To assess the clinical response to the medication, the Krawiecka Rating Scale (KRS) and Clinical Global Impression (CGI) were applied before and after the treatment. Fasting blood levels of glucose, cholesterol, triglyceride (TG), high density lipoprotein (HDL) and low density lipoprotein (LDL), and serum level of prolactin were measured before and after the treatment. RESULTS: The body weight and BMI were significantly increased through the treatment periods. There were significant increases in the blood levels of cholesterol, TG and prolactin after 8 weeks. KRS total score showed significant decrease and the mean level of daytime activities showed significant increase by the treatment. Significant negative correlations were observed between the weight gain indices and the baseline BMI. The level of clinical improvement was significantly correlated with the degree of weight gain. Gender, age, smoking, daily dosages of antipsychotics, level of daytime activity and changes in appetite did not show any association with the weight gain indices. Neither the baseline biochemical variables nor their changes after the treatment were significantly correlated with the indices of weight gain. CONCLUSION: This result implies that low baseline BMI could be a risk factor of weight gain in short-term treatment of schizophrenia with SDAs. And it is also suggested that the effects of SDAs on weight gain and the clinical improvement might be developed through the same pharmacodynamic pathway.
Antipsychotic Agents
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Appetite
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Body Mass Index
;
Body Weight
;
Cholesterol
;
Diagnostic and Statistical Manual of Mental Disorders
;
Fasting
;
Glucose
;
Humans
;
Lipoproteins
;
Prolactin
;
Risk Factors
;
Schizophrenia*
;
Seoul
;
Smoke
;
Smoking
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Triglycerides
;
Weight Gain*
8.A Case of Primary Intestinal T-Cell Lymphoma Involving Entire Gastrointestinal Tract: Esophagus to Rectum .
Myung Ju AHN ; Yong Wook PARK ; Dongsoo HAN ; Jung Hae CHOI ; Sung June SHIN ; Byung Chul YOON ; Ho Soon CHOI ; Young Yeul LEE ; Tae June JUNG ; Il Young CHOI ; Moon Hyang PARK ; In Soon KIM
The Korean Journal of Internal Medicine 2000;15(3):245-249
Primary intestinal T-cell lymphoma is a rare disease entity, which is approximately 10% to 25% of intestinal lymphomas, and most of the lymphomas occur in the small intestine. We report here a case of a 56-year-old woman who has been suffering from chronic diarrhea and weight loss for 6 months. Abdominal CT scan and small bowel series showed diffuse wall thickening of the small bowel. Gastroscopic examination showed diffuse erythematous lesions on the esophagus and small gastric ulcerations on the antrum of the stomach, and colonoscopic examination also showed multiple punched-out ulcerations and erosions on the entire colon, including the sigmoid colon to the terminal ileum. Diffuse infiltration of CD 3 positive lymphoma cells was found on biopsy. The patient was diagnosed as primary intestinal T-cell lymphoma with diffuse involvement of the entire gastrointestinal tracts from the esophagus to the rectum. Although the patient received systemic combination chemotherapy and achieved partial response initially, the lymphoma relapsed repeatedly.
Case Report
;
Esophageal Neoplasms/therapy*
;
Esophageal Neoplasms/pathology
;
Esophageal Neoplasms/diagnosis
;
Female
;
Gastrointestinal Neoplasms/therapy*
;
Gastrointestinal Neoplasms/pathology
;
Gastrointestinal Neoplasms/diagnosis
;
Human
;
Lymphoma, T-Cell/therapy*
;
Lymphoma, T-Cell/pathology
;
Lymphoma, T-Cell/diagnosis
;
Middle Age
9.Efficacy and Safety of Atorvastatin in Patients with Hypercholesterolemia.
Jong Hoon KOH ; Joon Han SHIN ; Han Soo KIM ; Seung Jea TAHK ; Byung Il CHOI ; Dongsoo KIM ; Hyuck Moon KWON ; Hyun Seung KIM
Korean Circulation Journal 1999;29(9):928-936
BACKGROUND: Previous studies indicated that a recently approved synthetic HMG-CoA reductase inhibitor, atorvastatin, reduces LDL cholesterol and triglyceride. To assess the efficacy on the level of serum LDL cholesterol and other lipoprotein fractions and its safety, we investigated 59 patients for lipid and side effect profile. METHOD: In patients with hypercholesterolemia, who showed 12-hours fasting serum LDL cholesterol>145 mg/dl and <250 mg/dl and triglyceride levels<400 mg/dl were enrolled to diet therapy for 4 weeks. After 4 weeks of diet therapy, serum lipid profile were reevaluated and patients with LDL cholesterol > or =130 mg/dl were assigned to receive 10 mg dose of atorvastatin once daily for 4weeks. After 4 weeks of drug therapy, serum lipid profile were rechecked, if showed LDL cholesterol level> or =130 mg/dl, assigned to receive 20 mg dose of atorvastatin once daily until 8 weeks. RESULTS: Of the 59 patients were assigned to receive atorvastatin therapy, 52 patients completed the study. Among lipid profiles, total cholesterol, triglyceride, LDL-cholesterol and apolipoprotein B levels showed significant reduction with mean reduction rate of 28%, 13%, 38%, 32% respectively after 4 weeks and 31%, 13%, 41% and 34% respectively after 8 weeks. HDL-Cholesterol and lipoprotein (a) level did not show significant change after 8 weeks of therapy. Nine patients had mild adverse events, such as elevated ALT, epigastric pain, insomnia, thumb pain. postural hypotension, palpitation and constipation. Only three patients of fifty-nine withdrew from the study due to adverse events related to drug treatment. CONCLUSION: The atorvastatin was highly effective and generally well tolerated with an acceptable safety profile in patients with primary hypercholestelemia.
Apolipoproteins
;
Cholesterol
;
Cholesterol, LDL
;
Constipation
;
Diet Therapy
;
Drug Therapy
;
Fasting
;
Humans
;
Hypercholesterolemia*
;
Hypotension, Orthostatic
;
Lipoprotein(a)
;
Lipoproteins
;
Oxidoreductases
;
Sleep Initiation and Maintenance Disorders
;
Thumb
;
Triglycerides
;
Atorvastatin Calcium
10.A Standardization Study (I)of the Korean Version of Occupational Stress Inventory(K-OSI) Reliability and Validity Study.
Dongsoo LEE ; Ji Hee KIM ; Wou Sang HAN ; Jong Min WOO ; Dong Woo KANG ; Young Gun KO ; Byeong Gil YEON ; Eyong KIM
Journal of Korean Neuropsychiatric Association 1999;38(5):1026-1037
OBJECTIVES: The present study explored the reliability and the validity of our newly constructed job stress scale, the Korean version of the Occupational Stress Inventory (K-OSI) METHODS: Through preliminary item-analysis, we constructed 140 items of the Korean version of Occupational Stress Inventory (K-OSI) K-OSI consists of three subscales measuring three sections, 'ORQ'(Occupational Role Questionnaire) 'PSQ'(Personal Strain Questionnaire) and 'PRQ'(Personal Resource Questionnaire) respectively. The normative group consisted of 805 adult workers who represented six major job classes in Korea. RESULTS: The internal consistency coefficients of 'ORQ', 'PSQ', and 'PRQ' ranged from .89 to .92, and of those 14 subscales ranged from .70 to .88. The test-retest reliability coefficients of 8 week duration ranged from .62 to . 79, and bilingual's consistency coefficient ranged from .82 to . 96. The validity of the K-OSI was investigated by factor-analysis, yielding 3 factors of overall job stress and its responses, personal stress coping, psychological, physical, and behavioral responses of job stress. CONCLUSION: The present results indicate that the K-OSI is a reliable and valid measure of job stress.
Adult
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Humans
;
Korea
;
Reproducibility of Results*

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