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1.
Article in English | WPRIM | ID: wpr-1043614

ABSTRACT

Background@#Malaria elimination strategies in the Republic of Korea (ROK) have decreased malaria incidence but face challenges due to delayed case detection and response. To improve this, machine learning models for predicting malaria, focusing on high-risk areas, have been developed. @*Methods@#The study targeted the northern region of ROK, near the demilitarized zone, using a 1-km grid to identify areas for prediction. Grid cells without residential buildings were excluded, leaving 8,425 cells. The prediction was based on whether at least one malaria case was reported in each grid cell per month, using spatial data of patient locations. Four algorithms were used: gradient boosted (GBM), generalized linear (GLM), extreme gradient boosted (XGB), and ensemble models, incorporating environmental, sociodemographic, and meteorological data as predictors. The models were trained with data from May to October (2019–2021) and tested with data from May to October 2022. Model performance was evaluated using the area under the receiver operating characteristic curve (AUROC). @*Results@#The AUROC of the prediction models performed excellently (GBM = 0.9243, GLM = 0.9060, XGB = 0.9180, and ensemble model = 0.9301). Previous malaria risk, population size, and meteorological factors influenced the model most in GBM and XGB. @*Conclusion@#Machine-learning models with properly preprocessed malaria case data can provide reliable predictions. Additional predictors, such as mosquito density, should be included in future studies to improve the performance of models.

2.
Article in English | WPRIM | ID: wpr-1002635

ABSTRACT

Objectives@#Severe fever with thrombocytopenia syndrome (SFTS) has no vaccine or treatment and an extremely high fatality rate. We aimed to analyze and evaluate the risk factors for death associated with SFTS. @*Methods@#Among reports from 2018 to 2022, we compared and analyzed 1,034 inpatients aged 18 years or older with laboratory-confirmed SFTS who underwent complete epidemiological investigations. @*Results@#Most of the inpatients with SFTS were aged 50 years or older (average age, 67.6 years). The median time from symptom onset to death was 9 days, and the average case fatality rate was 18.5%. Risk factors for death included age of 70 years or older (odds ratio [OR], 4.82); agriculture-related occupation (OR, 2.01); underlying disease (OR, 7.20); delayed diagnosis (OR, 1.28 per day); decreased level of consciousness (OR, 5.53); fever/chills (OR, 20.52); prolonged activated partial thromboplastin time (OR, 4.19); and elevated levels of aspartate aminotransferase (OR, 2.91), blood urea nitrogen (OR, 2.62), and creatine (OR, 3.21). @*Conclusion@#The risk factors for death in patients with SFTS were old age; agriculture-related occupation; underlying disease; delayed clinical suspicion; fever/chills; decreased level of consciousness; and elevated activated partial thromboplastin time, aspartate aminotransferase, blood urea nitrogen, and creatine levels.

3.
Article in Korean | WPRIM | ID: wpr-811239

ABSTRACT

OBJECTIVES@#This study examined the trend of press reports on mental illness in Korea to help set a desirable direction for future press reports on the subject.@*METHODS@#This study adopted the method of semantic network analysis to analyze the trend of press reporting on mental illness in Korea. The study analyzed 1253 newspaper articles from 2016 to 2018 published by the five major Korean press: The Kyunghyang Shinmun, The Dong-A Ilbo, The Chosun Ilbo, The JoongAng Ilbo, and The Hankyoreh.@*RESULTS@#The number of articles on mental illness is on the decline year by year, with 465 articles in 2016, 406 in 2017, and 382 in 2018. According to keyword analysis, the order of the words of the highest frequency is as follows: treatment (659), patients (486), mental health (466), incidents (436), and children and adolescents (413). In terms of the Degree Centrality, Closeness Centrality, and Betweenness Centrality, the following words are commonly ranked within the top 10 on the lists: treatment, children and adolescents, patient, mental health, depressive disorder, family, suicide, and counselling.@*CONCLUSION@#The press should pay more attention to mental illness, and its reporting should guarantee accuracy, objectivity, fairness, diversity, and social responsibility. In addition, reports on mental illness need to provide balanced health information, considering the readers, from basic information on mental illness to detailed treatment methods. Establishing reporting guidelines for mental illness would help reduce harm and prejudice related to mental illness and increase access to treatment.

4.
Clinical Endoscopy ; : 548-554, 2016.
Article in English | WPRIM | ID: wpr-209984

ABSTRACT

BACKGROUND/AIMS: Gastric schwannomas are rare benign mesenchymal tumors that are difficult to differentiate from other mesenchymal tumors with malignant potential, such as gastrointestinal stromal tumors. This study aimed to evaluate the characteristic findings of gastric schwannomas via endoscopic ultrasonography (EUS). METHODS: We retrospectively reviewed the EUS findings of 27 gastric schwannoma cases that underwent surgical excision at Pusan National University Hospital during 2007 to 2014. RESULTS: Gastric schwannomas were mainly located in the middle third of the stomach with a mean tumor size of 32 mm. All lesions exhibited hypoechoic echogenicity, and 24 lesions (88.9%) exhibited heterogeneous echogenicity. Seventeen lesions (63.0%) exhibited decreased echogenicity compared to the normal proper muscle layer. Distinct borders were observed in 24 lesions (88.9%), lobulated margins were observed in six lesions (22.2%), and marginal haloes were observed in 24 lesions (88.9%). Hyperechogenic spots were observed in 21 lesions (77.8%), calcifications were observed in one lesion (3.7%), and cystic changes were observed in two lesions (7.4%). CONCLUSIONS: During EUS, gastric schwannomas appear as heterogeneously hypoechoic lesions with decreased echogenicity compared to the normal proper muscle layer. These features may be helpful for differentiating gastric schwannomas from other mesenchymal tumors.


Subject(s)
Endosonography , Gastrointestinal Stromal Tumors , Neurilemmoma , Retrospective Studies , Stomach
5.
Article in English | WPRIM | ID: wpr-173009

ABSTRACT

OBJECTIVE: The purpose of this study is to investigate the prognostic role of pretreatment anemia in patients with early cervical cancer who underwent radical hysterectomy. METHODS: In this study, we retrospectively enrolled patients with early cervical cancer (International Federation of Obstetrics and Gynecology stage IB to IIA) who were treated at Samsung Medical Center, Seoul, Korea, from 1996 to 2007. RESULTS: We retrospectively enrolled 805 patients. Median pretreatment hemoglobin (Hb) level was 12.8 g/dL (4.0-16.9) in all patients. Ninety-ninth out of 805 patients had pretreatment anemia (12.3%). Pretreatment anemia was significantly associated with large tumor size, advanced clinical stage, and parametrial invasion. In multivariate analysis, higher pretreatment Hb entailed better prognostic significance in disease free survival (hazard ratio [HR], 0.88; 95% confidence interval [CI], 0.078-0.99) but not in overall survival (HR, 0.94; 95% CI, 0.80-1.10). CONCLUSION: In conclusion, we found that the negative association between pretreatment Hb level and tumor size and the impact of anemia before treatment on disease free survival adjusted for other factors including clinical stage and pathological findings in early stage cervical cancer.


Subject(s)
Humans , Anemia , Disease-Free Survival , Gynecology , Hysterectomy , Korea , Multivariate Analysis , Obstetrics , Prognosis , Retrospective Studies , Seoul , Uterine Cervical Neoplasms
6.
Article in English | WPRIM | ID: wpr-65412

ABSTRACT

BACKGROUND: Gastric cancers with microsatellite instabilities (MSI) have been reported to be associated with favorable prognosis. However, the significance of the effect of MSI on the clinicopathological features, as well as its association with mucin phenotype, remains unclear. METHODS: MSI status was assessed in 414 cases of gastric cancer using polymerase chain reaction analysis of five microsatellite loci, as recommended by National Cancer Institution criteria. The expression of mucins (MUC5AC, MUC6, MUC2, and CD10) was assessed. RESULTS: Out of 414 total cases of gastric cancer, 380 (91.7%), 11 (2.7%), and 23 (5.6%) were microsatellite stable (MSS), low-level MSI (MSI-L), and high-level MSI (MSI-H), respectively. Compared to MSS/MSI-L, MSI-H gastric cancers were associated with older age (p=0.010), tumor size (p=0.014), excavated gross (p=0.042), intestinal type (p=0.028), aggressive behaviors (increase of T stage [p=0.009]), perineural invasion [p=0.022], and lymphovascular emboli [p=0.027]). MSI-H gastric cancers were associated with tumor necrosis (p=0.041), tumor-infiltrating lymphocytes (> or =2/high power field, p or =10% of mass, p=0.031), tumor-infiltrating lymphocytes (p<0.001), intestinal type (p=0.014), and gastric mucin phenotypes (p=0.020) could represent independent features associated with MSI-H gastric cancers. MSI-H intestinal type gastric cancers had a tendency for poor prognosis in univariate analysis (p=0.054) but no association in Cox multivariate analysis (p=0.197). CONCLUSIONS: Our data suggest that MSI-H gastric cancers exhibit distinct aggressive biologic behaviors and a gastric mucin phenotype. This contradicts previous reports that describe MSI-H gastric cancer as being associated with favorable prognosis.


Subject(s)
Adenocarcinoma , Gastric Mucins , Lymphocytes, Tumor-Infiltrating , Microsatellite Instability , Microsatellite Repeats , Mucins , Multivariate Analysis , Necrosis , Phenotype , Polymerase Chain Reaction , Prognosis , Stomach , Stomach Neoplasms , Succinimides
7.
Article in English | WPRIM | ID: wpr-158734

ABSTRACT

Myoepitheliomas are well-established to occur in the salivary glands, but they have also been described in the breast, upper aerodigestive tract, skin, and soft tissues. We report here on a unique case of primary myoepithelioma that occurred in the right testis of a 28-year-old man. The tumor was entirely confined to the testis and it was clearly separated from the epididymis. Histopathology revealed mixed architectural patterns in which the reticular areas merged into the chondromyxoid stroma. The tumor cells, which were focally immunoreactive to pancytokeratin and S-100 protein, were round to ovoid and spindly arranged in cords, strands, and fascicles. They showed mild nuclear pleomorphism, sparse mitotic figures and a low Ki-67 proliferative index. There was no ductal differentiation in the tumor. To the best of our knowledge, there has been only one case report of a primary testicular myoepithelioma in the English medical literature.


Subject(s)
Adult , Humans , Male , Breast , Epididymis , Myoepithelioma , S100 Proteins , Salivary Glands , Skin , Testis
8.
Article in Korean | WPRIM | ID: wpr-136968

ABSTRACT

Botulinum neurotoxin type A (BoNT/A) is a metalloprotease that cleaves SNAP-25 (synaptosome-associated protein of 25 kDa), a specific cellular protein essential for neurotransmitter release. As well as mouse bioassay to detect BoNT/A, various assay methods based on its endopeptidase activity have been developed. In this study, we tried to develop a BoNT/A assay system using recombinant SNAP-25 with glutathione S-transferase (GST) tags at both termini as substrate. The recombinant GST-SNAP-25-GST with 70 kDa was expressed and purified in E. coli and synthesized N-terminal 50 kDa and C-terminal 25 kDa fragment after cleavage at the Gln(197)-Arg(198) bond by BoNT/A. To detect both fragments, we obtained rabbit antisera against peptides corresponding to the cleaved ends of each fragment. In the western blotting, the N-terminal fragment was detected by the antibody specifically recognizing the newly exposed C-terminus (corresponding to amino acid residue 191-197). This assay system was able to detect until 3.125 ng of BoNT/A, which corresponded to about 90 fold LD50 in mice. These results suggest that the in vitro endopeptidase assay developed in this study would replace others to detect BoNT/A.


Subject(s)
Animals , Mice , Biological Assay , Blotting, Western , Glutathione Transferase , Immune Sera , Lethal Dose 50 , Neurotransmitter Agents , Peptides
9.
Article in Korean | WPRIM | ID: wpr-136973

ABSTRACT

Botulinum neurotoxin type A (BoNT/A) is a metalloprotease that cleaves SNAP-25 (synaptosome-associated protein of 25 kDa), a specific cellular protein essential for neurotransmitter release. As well as mouse bioassay to detect BoNT/A, various assay methods based on its endopeptidase activity have been developed. In this study, we tried to develop a BoNT/A assay system using recombinant SNAP-25 with glutathione S-transferase (GST) tags at both termini as substrate. The recombinant GST-SNAP-25-GST with 70 kDa was expressed and purified in E. coli and synthesized N-terminal 50 kDa and C-terminal 25 kDa fragment after cleavage at the Gln(197)-Arg(198) bond by BoNT/A. To detect both fragments, we obtained rabbit antisera against peptides corresponding to the cleaved ends of each fragment. In the western blotting, the N-terminal fragment was detected by the antibody specifically recognizing the newly exposed C-terminus (corresponding to amino acid residue 191-197). This assay system was able to detect until 3.125 ng of BoNT/A, which corresponded to about 90 fold LD50 in mice. These results suggest that the in vitro endopeptidase assay developed in this study would replace others to detect BoNT/A.


Subject(s)
Animals , Mice , Biological Assay , Blotting, Western , Glutathione Transferase , Immune Sera , Lethal Dose 50 , Neurotransmitter Agents , Peptides
10.
Article in English | WPRIM | ID: wpr-71165

ABSTRACT

The purpose of this study was to investigate the nutrition and diet related knowledge, attitude, and behavior of elementary school children in Seoul. The subjects included were 439 (male 236, female 203) elementary school children in the 4th to the 6th grades. The statistical analysis was conducted using SPSS 12.0 program. The average obesity index (OI) was 104.98 and 99.82 for male and female subjects, respectively. The average percentage of underweight, normal, overweight and obese of subjects was 33.7%, 32.8%, 12.3%, and 19.4%, respectively. The percentage of the underweight group of female subjects was higher than that of the male subjects. The percentage of the obese group of male subjects was higher than that of the female subjects. The average score of nutrition knowledge, nutrition attitude and dietary behavior was 6.8, 7.44, and 7.34, respectively. Dietary behavior of male subjects was positively correlated with parents' education levels, monthly household income and nutrition attitude. Dietary behavior of female subjects was positively correlated with monthly household income, nutrition knowledge and nutrition attitude. Dietary behavior of female subjects was positively correlated with obesity index (OI). Proper nutrition education and intervention are required for the improvement of elementary school children's nutrition knowledge, nutrition attitudes and dietary behaviors.


Subject(s)
Child , Female , Humans , Male , Diet , Family Characteristics , Obesity , Overweight , Thinness
11.
Article in Korean | WPRIM | ID: wpr-205800

ABSTRACT

A capture enzyme-linked immunosorbent assay (capture ELISA) was developed to detect Clostridium botulinum neurotoxin type A (BoNT/A) in assay buffer and human serum. The assay is based upon affinity-purified rabbit polyclonal and biotinylated monoclonal antibodies directed against the BoNT/A complex purified from C. botulinum ATCC19397. For the capture ELISA, the optimized amount (2 microgram/ml) of rabbit polyclonal antibody was immobilized on ELISA plates to detect BoNT/A (ranging from 0 to 500 ng/ml), which was recognized by 2 microgram/ml of the monoclonal antibody. From three independent repeated experiments, standard curves were linear over the range of 0~31.25 ng/ml BoNT/A and the coefficients (r(2)) ranged from 0.9951~0.9999 for all assays. The inter-variations were typically 0.50~6.93% and the specificity was confirmed by showing no cross-reactivity against BoNT/B and /E. The detection limit of capture ELISA was 0.488 ng/ml, which was close to mouse LD(50). In addition, application with BoNT/A-spiking human sera showed a possibility to detect BoNT/A with capture ELISA from the contaminated human sera. Taken together, the newly developed capture ELISA could serve as a rapid and sensitive screening tool for detecting BoNT/A simultaneously from massive specimens.


Subject(s)
Animals , Humans , Mice , Antibodies, Monoclonal , Clostridium botulinum , Enzyme-Linked Immunosorbent Assay , Limit of Detection , Mass Screening , Sensitivity and Specificity
12.
Article in English | WPRIM | ID: wpr-16605

ABSTRACT

Swine respiratory diseases induce severe economic losses in the swine industry worldwide. Several methods have been developed and applied to control these diseases. However, there are still problems of disease control in the swine industry. Recently, egg yolk antibodies have been found to offer several advantages for disease control in animals and humans. In a previous study (24), antibodies to several causative pathogens of swine respiratory diseases were developed. However, several problems remained, especially in terms of reduced laying rates. Therefore, experimental vaccines were reformulated with various bacterial antigens of the swine respiratory diseases. After immunizing hens with the antigens, antibody profiles and other effects including laying rates were investigated and compared to those of the previous study. Profiles of antibody titers were very similar with those of the previous study. However, side effects, such as depression, weakness, reduction of laying rates and mortality, were dramatically lowered and laying rates were increased in hens injected with certain experimental vaccines. In particular, laying rates of hens injected with vaccines against atrophic rhinitis were increased up to 84% by injecting a vaccine composed of only the DNTs of B. bronchiseptica and P. multocida D:4. Efficacies of the vaccines against swine pneumonic pasteurellosis and pleuropneumonia were very similar with those of the previous study. These results suggest that new vaccines could be effective in the production of egg yolk antibodies against the causative agents of swine respiratory diseases.


Subject(s)
Animals , Female , Actinobacillus pleuropneumoniae/classification , Antibodies, Bacterial , Antibody Formation , Bacterial Outer Membrane Proteins/genetics , Bordetella bronchiseptica/classification , Egg Yolk/microbiology , Immunoglobulins/genetics , Oviposition , Pasteurella multocida/classification , Serotyping , Swine
13.
Article in English | WPRIM | ID: wpr-172830

ABSTRACT

The kinetics of cytokine mRNA expression was studied in porcine alveolar macrophages using an RT-PCR assay. The expression levels of IFN- gamma, IL-2, IL-4, IL-6, GM-CSF, IL-12 p35, and IL-12 p40 were examined after 2, 4, 14, 24, 48, and 72 h of incubation in unstimulated control and LPS-stimulated cells. The expression contents of IFN-gamma, IL-2, and IL-4 were not detected in both unstimulated and LPS-stimulated cells. On the other hand, the expression levels of IL-6, GM-CSF, and IL-12 in LPS-stimulated cells were almost always higher than those in control cells. Among those cytokines, IL-6 exhibited the predominant expression, and GM-CSF, IL-12 p40, and IL-12 p35 followed in the descending order. The times to reach the peak expression levels for IL-6, and GM-CSF, IL-12 p35, and IL-12 p40 were 14, and 24 h, respectively. After reaching the peak expression point, the expression levels of IL-6, GM-CSF, and IL-12 p40 reduced to the baseline by 72 h after stimulation, however, IL-12 p35 still kept a substantial expression by the same time. This study demonstrates that porcine alveolar macrophages primarily respond to express IL-6, GM-CSF, and IL-12 by LPS-stimulation and have a cytokine-specific expression profile during the stimulation time.


Subject(s)
Animals , Female , Cells, Cultured , Cytokines/genetics , Gene Expression Profiling , Gene Expression Regulation/drug effects , Granulocyte-Macrophage Colony-Stimulating Factor/genetics , Interferon-gamma/genetics , Interleukins/genetics , Kinetics , Lipopolysaccharides/pharmacology , Macrophages, Alveolar/drug effects , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Sensitivity and Specificity , Swine/genetics
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