1.Identification of Preeclamptic Placenta in Whole Slide Images Using Artificial Intelligence Placenta Analysis
Young Mi JUNG ; Seyeon PARK ; Youngbin AHN ; Haeryoung KIM ; Eun Na KIM ; Hye Eun PARK ; Sun Min KIM ; Byoung Jae KIM ; Jeesun LEE ; Chan-Wook PARK ; Joong Shin PARK ; Jong Kwan JUN ; Young-Gon KIM ; Seung Mi LEE
Journal of Korean Medical Science 2024;39(39):e271-
Background:
Preeclampsia (PE) is a hypertensive pregnancy disorder linked to placental dysfunction, often involving pathological lesions like acute atherosis, decidual vasculopathy, accelerated villous maturation, and fibrinoid deposition. However, there is no gold standard for the pathological diagnosis of PE and this limits the ability of clinicians to distinguish between PE and non-PE pregnancies. Recent advances in computational pathology have provided the opportunity to automate pathological analysis for diagnosis, classification, prediction, and prediction of disease progression. In this study, we assessed whether computational pathology could be used to identify PE placentas.
Methods:
A total of 168 placental whole-slide images (WSIs) of patients from Seoul National University Hospital (comprising 84 PE cases and 84 normal controls) were used for model development and internal validation. For external validation of the model, 76 placental slides (including 38 PE cases and 38 normal controls) were obtained from the Boramae Medical Center (BMC). To establish standard criteria for diagnosing PE and distinguishing it from controls using placental WSIs, patch characteristics and quantification of terminal and intermediate villi were employed. In unsupervised learning, K-means clustering was conducted as a feature obtained through an Auto Encoder to extract the ratio of each cluster for each WSI. For supervised learning, quantitative assessments of the villi were obtained using a U-Net-based segmentation algorithm. The prediction model was developed using an ensemble method and was compared with a clinical feature model developed by using placental size features.
Results:
Using ensemble modeling, we developed a model to identify PE placentas.The model showed good performance (area under the precision-recall curve [AUPRC], 0.771; 95% confidence interval [CI], 0.752–0.790), with 77.3% of sensitivity and 71.1% of specificity, whereas the clinical feature model showed an AUPRC 0.713 (95% CI, 0.694–0.732) with 55.6% sensitivity and 86.8% specificity. External validation of the predictive model employing the BMC-derived set of placental slides also showed good discrimination (AUPRC, 0.725; 95% CI, 0.720–0.730).
Conclusion
The proposed computational pathology model demonstrated a strong ability to identify preeclamptic placentas. Computational pathology has the potential to improve the identification of PE placentas.
2.Feasibility of the Threshold-Based Quantification of Myocardial Fibrosis on Cardiac CT as a Prognostic Marker in Nonischemic Dilated Cardiomyopathy
Na Young KIM ; Dong Jin IM ; Yoo Jin HONG ; Byoung Wook CHOI ; Seok-Min KANG ; Jong-Chan YOUN ; Hye-Jeong LEE
Korean Journal of Radiology 2024;25(6):540-549
Objective:
This study investigated the feasibility and prognostic relevance of threshold-based quantification of myocardial delayed enhancement (MDE) on CT in patients with nonischemic dilated cardiomyopathy (NIDCM).
Materials and Methods:
Forty-three patients with NIDCM (59.3 ± 17.1 years; 21 male) were included in the study and underwent cardiac CT and MRI. MDE was quantified manually and with a threshold-based quantification method using cutoffs of 2, 3, and 4 standard deviations (SDs) on three sets of CT images (100 kVp, 120 kVp, and 70 keV). Interobserver agreement in MDE quantification was assessed using the intraclass correlation coefficient (ICC). Agreement between CT and MRI was evaluated using the Bland-Altman method and the concordance correlation coefficient (CCC). Patients were followed up for the subsequent occurrence of the primary composite outcome, including cardiac death, heart transplantation, heart failure hospitalization, or appropriate use of an implantable cardioverter-defibrillator. The Kaplan–Meier method was used to estimate event-free survival according to MDE levels.
Results:
Late gadolinium enhancement (LGE) was observed in 29 patients (67%, 29/43), and the mean LGE found with the 5-SD threshold was 4.1% ± 3.6%. The 4-SD threshold on 70-keV CT showed excellent interobserver agreement (ICC = 0.810) and the highest concordance with MRI (CCC = 0.803). This method also yielded the smallest bias with the narrowest range of 95% limits of agreement compared to MRI (bias, -0.119%; 95% limits of agreement, -4.216% to 3.978%). During a median follow-up of 1625 days (interquartile range, 712–1430 days), 10 patients (23%, 10/43) experienced the primary composite outcome. Event-free survival significantly differed between risk subgroups divided by the optimal MDE cutoff of 4.3% (log-rank P = 0.005).
Conclusion
The 4-SD threshold on 70-keV monochromatic CT yielded results comparable to those of MRI for quantifying MDE as a marker of myocardial fibrosis, which showed prognostic value in patients with NIDCM.
3.Seroprevalence of Plasmodium vivax Circumsporozoite Protein Antibody in High-Risk Malaria Areas in Korea
Jinyoung LEE ; Kyoung JIN ; Seong Kyu AHN ; Sung-Keun LEE ; Hyung Wook KWON ; Byoung-Kuk NA ; Tong-Soo KIM
The Korean Journal of Parasitology 2021;59(4):415-419
The circumsporozoite protein (CSP) of Plasmodium spp. is a diagnostic antigen and useful biomarker for monitoring short-term/seasonal changes to malaria transmission. Using P. vivax CSP antibody ELISA, epidemiological characteristics were analyzed in the residents of Ganghwa, Cheorwon, Paju, and Goseong from 2017 to 2018. In Ganghwa and Cheorwon, 1.6% and 1.2% of residents, respectively, were PvCSP-antibody-positive in 2018, which indicates a decrease of 0.4% in the positive rate compared to 2017. The annual parasite incidence (API) in Ganghwa and Cheorwon was 24.9 and 10.5 in 2017 and 20.3 and 10.7 in 2018, respectively. Although the changes were not significant, the API in Ganghwa decreased slightly by 4.5 in 2018 compared to the previous year. In Paju and Goseong, 3.9% and 2.0% of residents were positive for the PvCSP antibody. The API in Paju was 13.1 in 2017 and 16.0 in 2018, although no malaria patients were reported for the 2 years. Therefore, the results suggest that PvCSP is a useful antigen for confirming initial malaria infection. Additionally, considering that the antibody is relatively transient, it can be employed for sero-epidemiological studies to determine the extent of malaria transmission in the current year.
4.Knowledge, Attitudes and Perceptions Regarding Endemic Vivax Malaria in Inhabitants and Patients in Two Cities of Northern Gyeonggi-do, Korea, 2020
Young Yil BAHK ; Shin-Hyeong CHO ; Sookkyung PARK ; Jeongran KWON ; Hyesu KAN ; Miyoung KIM ; Byoung-Kuk NA ; Sung Jong HONG ; Hyung Wook KWON ; Tong-Soo KIM
The Korean Journal of Parasitology 2021;59(6):595-605
An understanding of the knowledges, attitudes and perceptions of different populations is key for public health policy makers. Here, a survey was performed on knowledge, attitudes, and perceptions about malaria diagnosis, prevention, control, and treatment. The 407 survey participants included both uninfected inhabitants and patients from 2 cities (Gimpo- and Paju-si) of Northern Gyeonggi-do, known as high-risk areas for vivax malaria. We used community-based study design and non-probability sampling method using the primary data. Association between variables were tested using χ2-tests. In general, the information on malaria reported by the participants in this study was unsystematic and included inaccurate details. The knowledge of malaria symptoms, identified as headache, chills and fever, was high, but the surveyed community lacks knowledge of the specific medications used for malaria treatment, with a large number of respondents having no knowledge of any form of medication. Survey questions with high correct answer rates included questions about easy treatment of malaria in Korea, the high daytime activity of malaria-borne mosquitoes, and the infection risk posed by outdoor activities. However, a large portion of the respondents was unable to provide simple medical and biological information about the disease. This study aimed to comprehensively evaluate the knowledge, attitude, and practical behavior of the surveyed community with respect to malaria and the implications reported here could be applicable to other malaria endemic areas in Korea.
5.Seroprevalence of Plasmodium vivax Circumsporozoite Protein Antibody in High-Risk Malaria Areas in Korea
Jinyoung LEE ; Kyoung JIN ; Seong Kyu AHN ; Sung-Keun LEE ; Hyung Wook KWON ; Byoung-Kuk NA ; Tong-Soo KIM
The Korean Journal of Parasitology 2021;59(4):415-419
The circumsporozoite protein (CSP) of Plasmodium spp. is a diagnostic antigen and useful biomarker for monitoring short-term/seasonal changes to malaria transmission. Using P. vivax CSP antibody ELISA, epidemiological characteristics were analyzed in the residents of Ganghwa, Cheorwon, Paju, and Goseong from 2017 to 2018. In Ganghwa and Cheorwon, 1.6% and 1.2% of residents, respectively, were PvCSP-antibody-positive in 2018, which indicates a decrease of 0.4% in the positive rate compared to 2017. The annual parasite incidence (API) in Ganghwa and Cheorwon was 24.9 and 10.5 in 2017 and 20.3 and 10.7 in 2018, respectively. Although the changes were not significant, the API in Ganghwa decreased slightly by 4.5 in 2018 compared to the previous year. In Paju and Goseong, 3.9% and 2.0% of residents were positive for the PvCSP antibody. The API in Paju was 13.1 in 2017 and 16.0 in 2018, although no malaria patients were reported for the 2 years. Therefore, the results suggest that PvCSP is a useful antigen for confirming initial malaria infection. Additionally, considering that the antibody is relatively transient, it can be employed for sero-epidemiological studies to determine the extent of malaria transmission in the current year.
6.Regression of esophageal varices during entecavir treatment in patients with hepatitis-B-virus-related liver cirrhosis.
Hye Young JWA ; Yoo Kyung CHO ; Eun Kwang CHOI ; Heung Up KIM ; Hyun Joo SONG ; Soo Young NA ; Sun Jin BOO ; Seung Uk JEONG ; Bong Soo KIM ; Byoung Wook LEE ; Byung Cheol SONG
Clinical and Molecular Hepatology 2016;22(1):183-187
Recent studies suggest that liver cirrhosis is reversible after administering oral nucleos(t)ide analogue therapy to patients with hepatitis B virus (HBV) infection. However, few studies have addressed whether esophageal varices can regress after such therapy. We report a case of complete regression of esophageal varices during entecavir therapy in patients with HBV-related liver cirrhosis, suggesting that complications of liver cirrhosis such as esophageal varices can regress after the long-term suppression of HBV replication.
Abdomen/diagnostic imaging
;
Antiviral Agents/*therapeutic use
;
DNA, Viral/blood
;
Esophageal and Gastric Varices/complications/prevention & control
;
Guanine/*analogs & derivatives/therapeutic use
;
Hepatitis B virus/genetics
;
Hepatitis B, Chronic/complications/*drug therapy/virology
;
Humans
;
Liver Cirrhosis/*diagnosis/etiology
;
Male
;
Middle Aged
;
Polymerase Chain Reaction
;
Ultrasonography
7.Efficacy and Safety of Paliperidone Extended Release in Schizophrenia Patients Requiring a Switch in Antipsychotic Medication by Switching Previous Antipsychotics to Paliperidone Extended Release.
Young Seon MOON ; Kyoung Sae NA ; Chul Eung KIM ; Yong Sik KIM ; Jin Sang YOON ; Yong Min AHN ; Hee Yeon JUNG ; Bum Hee YU ; Yang Whan JEON ; Sang Kyu LEE ; Jeong Ho SEOK ; Byoung Joo HAM ; Doo Byung PARK ; Hyun KIM ; Byung Wook LEE ; Chang Hyung HONG ; Jong Woo KIM ; Jin Hee HAN
Korean Journal of Psychopharmacology 2012;23(3):97-106
OBJECTIVE: This study aimed to evaluate the clinical efficacy, safety, and tolerability of paliperidone extended release (ER) in patients with schizophrenia by switching previous antipsychotics to paliperidone ER. METHODS: An open-label, 24 weeks, prospective, non-comparative, multi-center study evaluated total 387 patients with schizophrenia requiring a switch in antipsychotic medication due to suboptimal efficacy, intolerability, and non-compliance. Patients were switched to flexible-dose trial of paliperidone ER (3-12 mg/day). Efficacy was measured by Krawiecka Scale, Clinical Global Impression-Schizophrenia-Severity (CGI-SCH-S), Clinical Global Impression-Schizophrenia-Improvement (CGI-SCH-I), sleep visual analog scale (VAS), and Personal and Social Performance Scale (PSP). Safety assessments included adverse events (AEs), evaluation of extrapyramidal symptoms (EPS) using the Drug Induced Extrapyramidal Symptoms Scale (DIEPSS), and laboratory tests. RESULTS: Data from a total of 321 subjects who took the paliperidone ER and had at least one follow-up assessment without a major protocol violation were analyzed. Switching to paliperidone ER led to a significant improvement in the Krawiecka, CGI-SCH-S, CGI-SCH-I, PSP, and DIEPSS scales. However, serum prolactin levels and metabolic parameters including body weight and waist circumference were significantly increased. Insomnia was the most common adverse event. CONCLUSION: This study suggested that patients with schizophrenia who showed insufficient response or intolerance to other previous antipsychotics can be switched to paliperidone ER, with efficacy, safety, and tolerability.
Antipsychotic Agents
;
Body Weight
;
Follow-Up Studies
;
Humans
;
Isoxazoles
;
Prolactin
;
Prospective Studies
;
Pyrimidines
;
Schizophrenia
;
Sleep Initiation and Maintenance Disorders
;
Waist Circumference
;
Weights and Measures
8.Acute myelogenous leukemia in the elderly (>or=60): retrospective study of 115 patients.
Hyun Choon SHIN ; Im Il NA ; Tak YUN ; Keun Wook LEE ; Eun Gee SONG ; In Sil CHOI ; Do Youn OH ; Jee Hyun KIM ; Jong Seok LEE ; Sung Soo YOON ; Seonyang PARK ; Byoung Kook KIM ; Noe Kyeong KIM
Korean Journal of Medicine 2006;70(2):196-206
BACKGROUND: Acute myelogenous leukemia (AML) is frequently encountered in elderly patients whereas intensive chemotherapy yield lower rate of complete remission (CR) and survival than young patients. This study was aimed to review the clinical features and treatment outcomes of elderly patients (>or=60) with AML. METHODS: We respectively reviewed the clinical features, laboratory findings and outcomes of treatment from the medical records of 115 patients with the elderly AML (>or=60), admitted in Seoul National University Hospital, between Jan.1995 and Dec.2004. RESULTS: Their median age was 66 (60~86) years with male predominance (M:F=68:47). Complete response rate in patients with conventional chemotherapy was 66.7% (42 of 63 patients; 95% CI 50.2~78.4). Median overall survival (OS) was 5.2 months with clinical benefit in the conventional chemotherapy group, compared to supportive or palliative group (11.5 vs 0.9months; p<0.0001). In between two age groups, the sixties (n=69) showed higher CR rate (69.0 vs 61.9%; p=0.9) and longer median overall survival (7.0 vs 4.4months; p=0.8) than patients group of the seventies (n=38) but without statistical significance. CONCLUSIONS: Conventional induction chemotherapy improved survival rate than palliative or supportive treatment.
Aged*
;
Drug Therapy
;
Humans
;
Induction Chemotherapy
;
Leukemia, Myeloid, Acute*
;
Male
;
Medical Records
;
Prognosis
;
Retrospective Studies*
;
Seoul
;
Survival Rate
9.Graft-Versus-Host Disease after Allogeneic Hematopoietic Stem Cell Transplantation with Non-Myeloablative Conditioning: Experiences at a Single Center.
Im Il NA ; Hyunchoon SHIN ; Eun Kee SONG ; Keun Wook LEE ; Tak YUN ; Jee Hyun KIM ; Sung Soo YOON ; Jong Seok LEE ; Seonyang PARK ; Byoung Kook KIM
Korean Journal of Hematology 2006;41(2):92-98
BACKGROUND: The use of non-myeloablative stem cell transplantation (NST) has recently been increasing for treating the patients who cannot tolerate ablative hematopoietic stem cell transplantation (HSCT). Although graft-versus-host disease (GVHD) is one of the greatest problems in HSCT, the clinical effect of GVHD following NST is not clear. We undertook this study to evaluate the clinical manifestations of GVHD and the outcomes after NST. METHODS: From October 2000 to October 2004, 61 patients underwent NST with a fludarabine-based conditioning regimen. The cumulative incidence of GVHD and the survival rates were obtained from the Kaplan-Meier curves. RESULTS: With a median follow-up of 195 days, the estimate for overall three-year survival was 32%. The cumulative incidences of grades II~IV acute GVHD and chronic GVHD were 33% (18/53) and 78% (29/37), respectively. The response rates for acute and chronic GVHD were 33% and 89%, respectively. The survival rates of patients with acute and chronic GVHD were 27% and 89%, respectively. The median survival time was 6.5 months CONCLUSION: The incidence of GVHD after NST did not differ from that after ablative HSCT. This study suggests that the aggressive treatment of acute GVHD should be considered to improve the overall survival after NST.
Follow-Up Studies
;
Graft vs Host Disease*
;
Hematopoietic Stem Cell Transplantation*
;
Hematopoietic Stem Cells*
;
Humans
;
Incidence
;
Stem Cell Transplantation
;
Survival Rate
10.A Pilot Study of Bortezomib in Korean Patients with Relapsed or Refractory Myeloma.
Keun Wook LEE ; Tak YUN ; Eun Kee SONG ; Im Il NA ; Hyunchoon SHIN ; Soo Mee BANG ; Jae Hoon LEE ; Seung Tae LEE ; Jee Hyun KIM ; Sung Soo YOON ; Jong Seok LEE ; Seonyang PARK ; Byoung Kook KIM ; Noe Kyeong KIM
Journal of Korean Medical Science 2005;20(4):598-602
Recent clinical trials showed that bortezomib, a novel proteasome inhibitor, had therapeutic activity in multiple myeloma. However, there was no data about the feasibility of bortezomib in Korean patients. We performed a pilot study of bortezomib in patients with relapsed or refractory myeloma (1.3 mg/m2 twice weekly for 2 week in a 3-week cycle). Seven patients were enrolled. The median age of patients was 59 yr. All patients previously received VAD (vincristine, doxorubicin and dexamethasone) and thalidomide chemotherapy. Three patients previously received alkylator-containing chemotherapy and 4 patients, autologous stem cell transplantation. Bortezomib monotherapy resulted in 3 partial remissions (43%), 3 no changes (43%) and 1 progressive disease (14%). One patient who had no response to bortezomib monotherapy experienced partial remission after addition of dexamethasone to bortezomib. The most common serious toxicity was thrombocytopenia (grade 3/4, 10 of 20 cycles (50%)) and grade 3 peripheral neuropathy was developed in 2 of 20 cycles (10%). Drug-related adverse event led to discontinuation of bortezomib in 1 patient. There was no treatment related mortality. Overall, bortezomib seems to be effective and feasible. Conduction of larger clinical studies on Korean patients is necessary to characterize clinical efficacy and safety of bortezomib more precisely.
Aged
;
Antineoplastic Agents/administration & dosage/adverse effects/*therapeutic use
;
Antineoplastic Combined Chemotherapy Protocols/adverse effects/therapeutic use
;
Boronic Acids/administration & dosage/adverse effects/*therapeutic use
;
Dexamethasone/administration & dosage/adverse effects
;
Disease Progression
;
Drug Resistance, Neoplasm
;
Female
;
Humans
;
Korea
;
Male
;
Middle Aged
;
Multiple Myeloma/*drug therapy
;
Neoplasm Recurrence, Local
;
Pilot Projects
;
Pyrazines/administration & dosage/adverse effects/*therapeutic use
;
Research Support, Non-U.S. Gov't
;
Survival Analysis
;
Thrombocytopenia/chemically induced
;
Time Factors

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