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.

Objectives: This study aimed to analyze trends in the timely diagnosis of malaria cases over the past 10 years in relation to the utilization of different types of healthcare facilities. Methods: The study included 3,697 confirmed and suspected cases of malaria reported between January 1, 2013, and December 31, 2022, in the national integrative disease and healthcare management system. Some cases lacking a case report or with information missing from the case report were excluded from the analysis. A generalized linear model with a Poisson distribution was constructed to estimate rate ratios and 95% confidence intervals adjusted for other variables, such as distance. Results: When cases involving diagnosis >5 days after symptom onset in confirmed patients (5DD) were examined according to the type of healthcare facility, the rate ratio of 5DD cases was found to be higher for public health facilities than for tertiary hospitals. Specifically, the rate ratio was higher when the diagnosis was established at a tertiary hospital, even after a participant had visited primary or secondary hospitals. In an analysis adjusted for the distance to each participant’s healthcare facility, the results did not differ substantially from the results of the crude analysis. Conclusion It is imperative to improve the diagnostic capabilities of public facilities and raise awareness of malaria at primary healthcare facilities for effective prevention and control.

Diffuse alveolar hemorrhage (DAH) is a life-threatening condition associated with many disorders. Here, we report a case of 59-year-old female who had diffuse alveolar hemorrhage associated with methimazole. She had been treated with methimazole for two weeks due to the recurrence of Grave's disease, before visiting the emergency room. She had to be intubated on the 3rd day of hospitalization because of unabated massive hemoptysis and rapid progression of diffuse alveolar infiltration on chest radiographs. Since her clinical condition improved substantially after cessation of methimazole and steroid pulse therapy, she was extubated on the 9th day of hospitalization and then discharged. After discharge, DAH did not recur with cessation of steroid and she had radioactive iodine therapy for her Grave's disease. This was a rare and interesting case of life-threatening DAH associated with cytoplasmic-antineutrophil cytoplasmic antibody and methimazole.
Antibodies, Antineutrophil Cytoplasmic* ; Cytoplasm* ; Emergency Service, Hospital ; Female ; Hemoptysis ; Hemorrhage* ; Hospitalization ; Humans ; Iodine ; Methimazole* ; Middle Aged ; Radiography, Thoracic ; Recurrence

Entecavir (Baraclude®) is an oral antiviral drug used for the treatment of HBV. Entecavir is a reverse transcriptase inhibitor which prevents the HBV from multiplying. Most common adverse reactions caused by entecavir are headache, fatigue, dizziness, and nausea. Until now, there has been no report of peripheral neuropathy as a side effect associated with entecavir treatment. Herein, we report a case of peripheral neuropathy which probably occurred after treatment with entecavir in a hepatitis B patient. The possibility of the occurrence of this side effect should be carefully taken into consideration when a patient takes a high dose of entecavir for a long period of time or has risk factors for neuropathy at the time of initiating entecavir therapy.
Administration, Oral ; Antiviral Agents/*adverse effects/therapeutic use ; Brain/diagnostic imaging ; Drug Therapy, Combination ; Duloxetine Hydrochloride/therapeutic use ; Glucocorticoids/therapeutic use ; Guanine/adverse effects/*analogs & derivatives/therapeutic use ; Hepatitis B, Chronic/drug therapy ; Humans ; Male ; Middle Aged ; Polyneuropathies/*diagnosis/drug therapy/etiology ; Prednisolone/therapeutic use ; Pregabalin/therapeutic use ; Tomography, X-Ray Computed

PURPOSE: In the present study, the effects of bFGF on the early responses of proliferation of UMR 106-01 osteoblast cells during cell cycle reentry from the latent(G0/G1) to the proliferative periods(S/M) were investigated. MATERIALS AND METHODS: The synchronized cell culture method using the serum starvation was utilized. After the addition of bFGF, the time courses of protein synthesis, DNA synthesis, thymidylate synthase(TS) activity, TS mRNA level and expression of c-fos were determined. RESULTS: 87% UMR 106-01 cells were synchronized to G0/G1 by serum starvation for seven days in the medium containing 0.1% serum. The protein level began to increase 3 hours after bFGF treatment and reached the maximum at 18 hours. TS activity began to increase 3 hours after the bFGF treatment and reached its peak at 6 hours while its mRNA level, determined by quantitative PCR, reached the maximum at 12 hours. The expression of c-fos protein, determined by western blot analysis and immunocytochemistry, increased 3 hours after bFGF treatment. On the contrary, these prominent changes and responses to bFGF were not observed in the case of using non-synchronized cells cultured in the medium containing 10% serum. CONCLUSION: Based on these data it can be concluded that bFGF-induced DNA synthesis in the early proliferative phase is due to increases in both TS activity and mRNA amount and that the increase in c-fos expression and TS activity occur before the increase in TS mRNA level.
Blotting, Western ; Cell Culture Techniques ; Cell Cycle ; DNA ; Fibroblasts* ; Immunohistochemistry ; Osteoblasts* ; Polymerase Chain Reaction ; RNA, Messenger ; Starvation ; Thymidylate Synthase*

PURPOSE: In the present study, the effects of bFGF on the early responses of proliferation of UMR 106-01 osteoblast cells during cell cycle reentry from the latent(G0/G1) to the proliferative periods(S/M) were investigated. MATERIALS AND METHODS: The synchronized cell culture method using the serum starvation was utilized. After the addition of bFGF, the time courses of protein synthesis, DNA synthesis, thymidylate synthase(TS) activity, TS mRNA level and expression of c-fos were determined. RESULTS: 87% UMR 106-01 cells were synchronized to G0/G1 by serum starvation for seven days in the medium containing 0.1% serum. The protein level began to increase 3 hours after bFGF treatment and reached the maximum at 18 hours. TS activity began to increase 3 hours after the bFGF treatment and reached its peak at 6 hours while its mRNA level, determined by quantitative PCR, reached the maximum at 12 hours. The expression of c-fos protein, determined by western blot analysis and immunocytochemistry, increased 3 hours after bFGF treatment. On the contrary, these prominent changes and responses to bFGF were not observed in the case of using non-synchronized cells cultured in the medium containing 10% serum. CONCLUSION: Based on these data it can be concluded that bFGF-induced DNA synthesis in the early proliferative phase is due to increases in both TS activity and mRNA amount and that the increase in c-fos expression and TS activity occur before the increase in TS mRNA level.
Blotting, Western ; Cell Culture Techniques ; Cell Cycle ; DNA ; Fibroblasts* ; Immunohistochemistry ; Osteoblasts* ; Polymerase Chain Reaction ; RNA, Messenger ; Starvation ; Thymidylate Synthase*

BACKGROUND: The expression of adhesion molecules contribute to development of systemic diseases. Vascular cell adhesion molecule-l(VCAM-1) is an endothelial cell membrane glycoprotein that has been implicated in leukocyte/endothelial cell interactions in inflammation. OBJECTIVE: The aim of this study was to characterize the surface expression and regulation of VCAM-1 on two different endothelial cells. METHOD: We examined the effects of the expression of VCAM-1 in two different endothelial cells, isolated from human umbilical cords and human glomerulus. Expression of VCAM-1 was measured by enzyme-linked immunosorbent assay(ELISA) and flow cytometry. RESULTS: In human umbilical cord endothelial cells(HUVECs), both interleukin-l B(IL-lB) and tumor necrosis factor-a (TNF-a) increased VCAM-1 expression. VCAM-1 expression increased by TNF-a was higher than that increased by IL-lB. In human glomerular endothelial cells(HGECs), IL-lB and TNF-a markedly increased VCAM-1 expression. Conclusion. The regulation of VCAM-1 appears to be somewhat different in HGECs compared with HUVECs. These differences between the responsiveness of the two cells may possibly indicate inherent differences in endothelial cell derived from different vascular beds.
Cell Adhesion ; Cell Communication ; Cytokines* ; Endothelial Cells* ; Flow Cytometry ; Humans* ; Inflammation ; Membrane Glycoproteins ; Necrosis ; Umbilical Cord ; Vascular Cell Adhesion Molecule-1*

Tolerance to several toxic effects of cadmium, including lethality has been shown following pretreatment with cadmium and zinc. This study was designed to determine if tolerance also develops to Cd-induced hepatotoxicity and renal toxicity. Three groups of rats (A, B, C), each consisting of 16 rats, were studied and each group was divided into four subgroups (1, 2, 3, 4), 4 rats for each subgroup. Rats were subcutaneously pretreated with saline (A), CdCl2(0.5 mg/kg, B), and ZnCl2 (13.0 mg/kg, C) during time periods of 1~6 weeks. At the end of the period, rats were challenged with CdCl2 (3.0, 6.0 and 9.0 mg/kg, ip). After giving the challenge dose, cadmium and metallothionein (MT) concentrations were determined and also observed the histologic change in liver and kidney. The concentration of cadmium in liver and also observed the increased dose-dependently to the challenge dosage. These data indicate the kidney is a major target organ of chronic cadmium poisoning, and suggest that cadmium induced hepatic injury, via release of Cd-MT, may play and important role in the nephrotoxicity observed in response to long-term exposure to cadmium. In addition, histologic examination of group A2, A3 and A4 revealed moderate to severe cadmium toxicity, evidenced by infiltration of inflammatory cells, cell swelling, pyknosis, enlarged sinusoids and necrosis in liver, and tubule cell necrosis and degeneration in kidney. However, MT concentrations in liver and kidney were increased by the pretreatment of CdCl2 and ZnCl2 and their morphological findings were not significantly changed, comparing with control group. Higher MT concentration in liver and kidney observed in the pretreated groups constitutes a plausible explanation of the protective effects of pretreatment against the cadmium toxicity after challenge dosing.
Animals ; Cadmium Chloride* ; Cadmium Poisoning ; Cadmium* ; Kidney* ; Liver* ; Metallothionein* ; Necrosis ; Rats* ; Zinc

Nickel is a carcinogen in nickel refinery workers. Few chromosome studies have been performed on nickel toxicity. Therefore, this study was performed to investigate cytogenetic toxicity of nickel in human cultured lymphocytes by chromosome aberration, and sister chromatid exchange (SCE) which is a sensitive indicator of carcinogen and mutagen. The results indicate that nickel chloride and nickel sulfate led to a increase in SCE frequencies very significantly, although absolute value of SCE was low. In chromosome aberration, chromosome gap was increased to increment of concentration while chromosome break was not.
Chromosome Aberrations* ; Chromosome Breakage ; Cytogenetics ; Humans ; Humans* ; Lymphocytes* ; Nickel* ; Siblings* ; Sister Chromatid Exchange*

To assay the cytogenetic toxicity of NiCl, K2Cr2O7CdC12, and HgC12, the frequencies of sister chromatid exchanges(SCEs) and chromosomal aberrations were observed in the metaphase chromosomes of the human lymphocytes which were cultured with above materials. The frequencies of SCEs are dose-dependently increased by all materials in this experiment. Chromosomal aberrations, especially gap and break, are increased by the nickel and chromic compounds, while not significantly increased by the cadmium and mercurial compounds. This results indicate the dose dependent relationship between the frequencies of SCEs and the concentrations of the heavy metals, but the increasing rates of the SCEs induced by the heavy metals are less sensitive than other mutagens or carcinogens which were confirmed.
Cadmium ; Carcinogens ; Chromatids ; Chromosome Aberrations* ; Cytogenetics ; Humans ; Humans* ; Lymphocytes* ; Metals, Heavy* ; Metaphase ; Mutagens ; Nickel ; Siblings* ; Sister Chromatid Exchange*