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Background@#Worldwide, sepsis is the leading cause of death in hospitals. If mortality rates in patients with sepsis can be predicted early, medical resources can be allocated efficiently. We constructed machine learning (ML) models to predict the mortality of patients with sepsis in a hospital emergency department. @*Methods@#This study prospectively collected nationwide data from an ongoing multicenter cohort of patients with sepsis identified in the emergency department. Patients were enrolled from 19 hospitals between September 2019 and December 2020. For acquired data from 3,657 survivors and 1,455 deaths, six ML models (logistic regression, support vector machine, random forest, extreme gradient boosting [XGBoost], light gradient boosting machine, and categorical boosting [CatBoost]) were constructed using fivefold cross-validation to predict mortality. Through these models, 44 clinical variables measured on the day of admission were compared with six sequential organ failure assessment (SOFA) components (PaO 2 /FIO 2 [PF], platelets (PLT), bilirubin, cardiovascular, Glasgow Coma Scale score, and creatinine).The confidence interval (CI) was obtained by performing 10,000 repeated measurements via random sampling of the test dataset. All results were explained and interpreted using Shapley’s additive explanations (SHAP). @*Results@#Of the 5,112 participants, CatBoost exhibited the highest area under the curve (AUC) of 0.800 (95% CI, 0.756–0.840) using clinical variables. Using the SOFA components for the same patient, XGBoost exhibited the highest AUC of 0.678 (95% CI, 0.626–0.730). As interpreted by SHAP, albumin, lactate, blood urea nitrogen, and international normalization ratio were determined to significantly affect the results. Additionally, PF and PLTs in the SOFA component significantly influenced the prediction results. @*Conclusion@#Newly established ML-based models achieved good prediction of mortality in patients with sepsis. Using several clinical variables acquired at the baseline can provide more accurate results for early predictions than using SOFA components. Additionally, the impact of each variable was identified.
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Background@#Agent Orange, an herbicide sprayed during the Vietnam War, is a known carcinogen. However, there have been no studies on its association with basal cell carcinoma (BCC) or the nature of BCC in defoliant-exposed patients. @*Objective@#To determine the clinical and histological characteristics of BCC in patients exposed to defoliants. @*Methods@#Chart analysis was performed on patients diagnosed with BCC at Veterans Health Service Medical Center from January 2011 to December 2020. The clinical data were compared between the defoliant-exposed and non-exposed groups. Histopathological characteristics were compared according to histological subtype and presence of pigmentation. @*Results@#Of 227 patients with BCC, 117 were defoliant-exposed and 110 were unexposed. The mean age at diagnosis of skin cancer was 73.9 years. The age at diagnosis was significantly lower in the defoliant-exposed group than in the unexposed group (71.3 years vs. 76.7 years, p＜0.001). In most cases, BCC was identified as pigmented papules and nodules on the face. Nonpigmented lesions were observed more frequently in the defoliant-exposed group than in the unexposed group; however, this difference was not statistically significant. Histologically, the nodular type was the most common subtype in both groups. Additionally, 33.3% of the defoliant group and 25.9% of the control group showed melanin pigmentation, and no statistically significant difference was observed in tumor depth between the two groups. @*Conclusion@#As veterans of the Vietnam War advance in age, dermatologists should continuously pay attention to BCC in defoliant-exposed patients, and early diagnosis and proper management should be ensured.
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Background@#The prevalence of psoriasis differs by population, and it appears to be more common among Europeans than in East Asians. Recent genome-wide association studies (GWAS) have identified alleles that increase the risk of psoriasis, and these alleles may present different frequencies in different geographic regions. @*Objective@#We aimed to gain insights into the causes of differences in disease frequencies according to populations and the factors affecting prevalence and pattern differences. @*Methods@#We collected a total of 147 psoriasis-associated single-nucleotide polymorphisms (SNPs) from the GWAS catalog and compared the allele frequency differences in 27 populations using public population frequency in the 1000 Genomes Project phase 3 (n=2,504) and the Korean Reference Genome Database (n=1,722). Additionally, we calculated the composited genetic risk scores across the population groups. @*Results@#There were distinct patterns of allele frequencies in different population groups.In many cases, East Asians exhibited allele frequencies opposite to that of Europeans. The genetic risk score was higher in Europeans (average: 0.487) and Americans (average: 0.492) than in East Asians (average: 0.471). The prevalence of psoriasis correlated with the average genetic risk score of the population. @*Conclusion@#We observed a difference in the allele frequencies of psoriasis-associated SNPs between the studied populations. This result suggests that the difference in the prevalence of psoriasis between population groups can be interpreted to some extent by the genotype.
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Prurigo nodularis (PN) is a chronic inflammatory skin disease characterized by multiple nodules and papules, which are accompanied by intense pruritus. Treatment is challenging and requires a diverse approach. Recently, a few reports have described successful treatment of PN with dupilumab. We report a case of a patient with treatment-resistant PN who was successfully treated with dupilumab. Dupilumab was administered at the standard dose: an initial induction dose of 600 mg, followed by 300 mg every 14 days. Pruritus reduced after 2 weeks and almost completely disappeared after 4 weeks of treatment.
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Background@#A direct potassium hydroxide (KOH) smear is used to diagnose onychomycosis despite its broad sensitivity range. For a more accurate diagnosis, histopathologic examination can be used and consistently show high sensitivity. @*Objective@#We investigated the value of histopathologic examination of the nail plate as a diagnostic tool for onychomycosis. We proposed effective routine diagnostic staining to compare sensitivity between periodic acid-Schiff (PAS) and Gomori’s methenamine silver (GMS) staining. @*Methods@#This retrospective study was conducted from January 1, 2019 to May 31, 2020, and included 97 patients who showed negative results on direct KOH smear but had clinical manifestations that implied onychomycosis. We performed nail plate biopsy and PAS or GMS staining to identify fungal hyphae missed in the direct KOH smear. Sensitivity comparison between PAS and GMS was performed in co-stained samples. @*Results@#Among 97 patients with 102 cases, 55 cases (53.9%) of onychomycosis were confirmed by histopathologic examination. A total of 68 patients (70.1%) had a previous medical history of antifungal agents within previous six months. PAS and GMS staining were concurrently performed in 73 cases, and onychomycosis was confirmed in 41 cases. The sensitivity of PAS was 100% (41/41), while that of GMS was 87.8% (36/41); this difference was not significant. @*Conclusion@#This study suggests that histologic examination of the nail plate is an effective tool to diagnose onychomycosis and can be performed with a direct KOH smear. Two staining methods, PAS and GMS, are recommended for concurrent performance to enhance the identification of fungal hyphae.
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Background@#A direct potassium hydroxide (KOH) smear is used to diagnose onychomycosis despite its broad sensitivity range. For a more accurate diagnosis, histopathologic examination can be used and consistently show high sensitivity. @*Objective@#We investigated the value of histopathologic examination of the nail plate as a diagnostic tool for onychomycosis. We proposed effective routine diagnostic staining to compare sensitivity between periodic acid-Schiff (PAS) and Gomori’s methenamine silver (GMS) staining. @*Methods@#This retrospective study was conducted from January 1, 2019 to May 31, 2020, and included 97 patients who showed negative results on direct KOH smear but had clinical manifestations that implied onychomycosis. We performed nail plate biopsy and PAS or GMS staining to identify fungal hyphae missed in the direct KOH smear. Sensitivity comparison between PAS and GMS was performed in co-stained samples. @*Results@#Among 97 patients with 102 cases, 55 cases (53.9%) of onychomycosis were confirmed by histopathologic examination. A total of 68 patients (70.1%) had a previous medical history of antifungal agents within previous six months. PAS and GMS staining were concurrently performed in 73 cases, and onychomycosis was confirmed in 41 cases. The sensitivity of PAS was 100% (41/41), while that of GMS was 87.8% (36/41); this difference was not significant. @*Conclusion@#This study suggests that histologic examination of the nail plate is an effective tool to diagnose onychomycosis and can be performed with a direct KOH smear. Two staining methods, PAS and GMS, are recommended for concurrent performance to enhance the identification of fungal hyphae.
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BACKGROUND@#Disease burden can be represented by health-related parameters such as disability-adjusted life years and economic burden. Economic burden is an important index, as it estimates the maximum possible cost reduction if a disease is prevented. This study aimed to determine the economic burden of 238 diseases and 22 injuries in Korea in 2015.@*METHODS@#Economic burden was estimated with a human resources approach from a social perspective, and direct and indirect costs were calculated from insurance claims data and a cause of death database. Direct costs were divided into medical costs (including hospital admission, outpatient visit, and medication use) and nonmedical costs (including transportation and caregiver costs). Indirect costs from lost productivity, either from the use of healthcare service or premature death, were analyzed.@*RESULTS@#In 2015, the estimated economic burden was USD 133.7 billion (direct: USD 65.5 billion, indirect: USD 68.2 billion). The total cost of communicable diseases was USD 16.0 billion (11.9%); non-communicable diseases, USD 92.3 billion (69.1%); and injuries, USD 25.4 billion (19.0%). Self-harm had the highest costs (USD 8.3 billion), followed by low back pain (LBP, USD 6.6 billion). For men, self-harm had the highest cost (USD 7.1 billion), while LBP was the leading cost (USD 3.7 billion) for women.@*CONCLUSION@#A high percentage of Korea's total socioeconomic disease burden is due to chronic diseases; however, unnoticed conditions such as infectious diseases, injuries, and LBP are high in certain age groups and differ by gender, emphasizing the need for targeted social interventions to manage and prevent disease risk factors.
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Ramsay Hunt syndrome with the complication of encephalitis or meningoencephalitis is rarely reported and uncommon in immunocompetent patients. The radiological manifestations of such cases usually involve the cerebellum and brainstem or exhibit the absence of any abnormality. We report a case of a 78-year-old immunocompetent man hospitalized with Ramsay Hunt syndrome, who later developed meningoencephalitis. The cerebrospinal fluid-study excluded other causes of meningoencephalitis, and the clinical diagnosis indicated varicella zoster virus meningoencephalitis. Magnetic resonance imaging revealed increased signal intensities in the bilateral temporal lobe, midbrain, and pons on T2-weighted imaging, and T2 fluid attenuated inversion recovery and contralateral asymmetric pachymeningeal enhancement. Contrast-enhanced T1-weighted imaging revealed ipsilateral facial nerve enhancement.
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Anciano , Humanos , Tronco Encefálico , Cerebelo , Diagnóstico , Encefalitis , Nervio Facial , Herpes Zóster Ótico , Herpesvirus Humano 3 , Imagen por Resonancia Magnética , Meningoencefalitis , Mesencéfalo , Puente , Lóbulo TemporalRESUMEN
Neurogenic weakness, ataxia and retinitis pigmentosa (NARP) syndrome is a rare maternally inherited mitochondrial disorder. Radiologic findings in NARP syndrome are varied; they include cerebral and cerebellar atrophy, basal ganglia abnormalities, and on rare occasions, leukoencephalopathy. This article describes an extremely rare case of NARP syndrome mimicking mitochondrial encephalomyopathy, lactic acidosis, and stroke-like episodes (MELAS).
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Ataxia , Atrofia , Ganglios Basales , Leucoencefalopatías , Imagen por Resonancia Magnética , Síndrome MELAS , Enfermedades Mitocondriales , Retinitis PigmentosaRESUMEN
South Korea has the highest reported suicide rate among all countries belonging to the Organization for Economic Cooperation and Development. Nitrogen is a colorless, odorless and nontoxic gas. Nitrogen gas has, however, been recently used as a method of attempted suicide, its nontoxity notwithstanding. We herein report on an unusual case involving a 30-year-old male who presented with symptoms after a suicide attempt by nitrogen inhalation. Diffusion-weighted imaging of his brain was showed curvilinear high signal intensity in the bilateral frontal and right occipital cortices, with subtle low apparent diffusion coefficient value. In addition, T2-weighted images and fluid attenuated inversion recovery images revealed subtle high signal intensity in the bilateral frontal cortices, basal ganglia and occipital cortices with contrast enhancement.
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Adulto , Humanos , Masculino , Ganglios Basales , Encéfalo , Difusión , Lóbulo Frontal , Inhalación , Corea (Geográfico) , Imagen por Resonancia Magnética , Métodos , Nitrógeno , Lóbulo Occipital , Organización para la Cooperación y el Desarrollo Económico , Suicidio , Intento de SuicidioRESUMEN
A 67-year-old man underwent coronary angiography using a transradial approach. Three months after coronary angiography, the patient complained of a thrill detected in his right wrist. Localized compression was performed in the assumption of arteriovenous fistula formation. Since thrill was still detected after localized compression, surgical revision of an arteriovenous fistula was performed. Six days later, radial bruit was still reported. It was decided to perform upper extremity angiography. Upper extremity angiography revealed the remaining arteriovenous fistula from radial artery to cephalic vein, and surgical revision was performed again. This appears to be a very unusual complication related to the transradial approach for coronary angiography.
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Anciano , Humanos , Angiografía , Fístula Arteriovenosa , Angiografía Coronaria , Arteria Radial , Reoperación , Extremidad Superior , Venas , MuñecaRESUMEN
In Korea, tuberculosis is still common disease. Central nervous system tuberculosis can manifest in a variety of forms, including tuberculous meningitis, tuberculous cerebritis, tuberculoma, tuberculous abscess, and miliary tuberculosis. Although intra-axial tuberculomas are the more common type of CNS tuberculosis, extra-axial lesions are rarely encountered. En plaque tuberculoma is an extremely rare presentation of intracranial tuberculosis with mimicking primary or secondary meningeal neoplasia. We describe a rare case of an en plaque tuberculoma accompanied by tuberculous meningitis and tuberculomas.
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Absceso , Corea (Geográfico) , Imagen por Resonancia Magnética , Tuberculoma , Tuberculosis , Tuberculosis del Sistema Nervioso Central , Tuberculosis Meníngea , Tuberculosis MiliarRESUMEN
Caudal pulmonary artery diameter (CPAD) to body surface area (BSA) ratios were measured in ventrodorsal thoracic radiographs to assess the correlation between CPAD to BSA ratios and systolic pulmonary arterial pressure (PAP) in dogs. Thoracic radiographs of 44 dogs with systolic pulmonary arterial hypertension (PAH) and 55 normal dogs were evaluated. Systolic PAP was estimated by Doppler echocardiography. CPADs were measured at their largest point at the level of tracheal bifurcation on ventrodorsal radiographs. Both right and left CPAD to BSA ratios were significantly higher in the PAH group than in the normal group (p < 0.0001). Linear regression analysis showed positive associations between PAP and right and left CPAD to BSA ratio (right, p = 0.0230; left, p = 0.0012). The receiver operating characteristic curve analysis revealed that the CPAD to BSA ratio had moderate diagnostic accuracy for detecting PAH. The operating point, sensitivity, specificity, and area under the curve were 28.35, 81.40%, 81.82%, and 0.870; respectively, for the right side and 26.92, 80.00%, 66.67%, and 0.822, respectively, for the left. The significant correlation of CPAD to BSA ratio with echocardiography-estimated systolic PAP supports its use in identifying PAH on survey thoracic radiographs in dogs.
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Animales , Perros , Presión Arterial , Superficie Corporal , Ecocardiografía , Ecocardiografía Doppler , Hipertensión , Hipertensión Pulmonar , Modelos Lineales , Arteria Pulmonar , Curva ROC , Sensibilidad y EspecificidadRESUMEN
Canine hyperadrenocorticism (HAC) is one of the most common causes of general osteopenia. In this study, quantitative computed tomography (QCT) was used to compare the bone mineral densities (BMD) between 39 normal dogs and 8 dogs with HAC (6 pituitary-dependent hyperadrenocorticism [PDH]; pituitary dependent hyperadrenocorticism, 2 adrenal hyperadrenocorticism [ADH]; adrenal dependent hyperadrenocorticism) diagnosed through hormonal assay. A computed tomogaraphy scan of the 12th thoracic to 7th lumbar vertebra was performed and the region of interest was drawn in each trabecular and cortical bone. Mean Hounsfield unit values were converted to equivalent BMD with bone-density phantom by linear regression analysis. The converted mean trabecular BMDs were significantly lower than those of normal dogs. ADH dogs showed significantly lower BMDs at cortical bone than normal dogs. Mean trabecular BMDs of dogs with PDH using QCT were significantly lower than those of normal dogs, and both mean trabecular and cortical BMDs in dogs with ADH were significantly lower than those of normal dogs. Taken together, these findings indicate that QCT is useful to assess BMD in dogs with HAC.
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Animales , Perros , Hiperfunción de las Glándulas Suprarrenales , Densidad Ósea , Enfermedades Óseas Metabólicas , Modelos Lineales , Columna VertebralRESUMEN
In an effort to overcome the drawbacks of distraction osteogenesis using the Ilizarov external fixator, intramedullary lengthening devices have been developed and applied for long bone distraction osteogenesis. Several successful cases have been reported, leading to the next generation of distraction osteogenesis. However, intramedullary lengthening devices have their own problems, such as device failure, difficulty of control of the lengthening degree. The authors report on a case of device failure during distraction osteogenesis using ISKD(R) (Orthofix Inc.) in the distraction phase, and the strategy that involved switching to a lengthening over nail system, which uses the Ilizarov external fixator, in order to obtain the target length.