OBJECTIVES: The purpose of this study is to 1) conduct a discrimination analysis of schizophrenia and bipolar affective disorder using MMPI profile through artificial neural network analysis and logistic regression analysis, 2) to make a comparison between advantages and disadvantages of the two methods, and 3) to demonstrate the usefulness of artificial neural network analysis of psychiatric data. PROCEDURE: The MMPI profiles for 181 schizophrenia and bipolar affective disorder patients were selected. Of these profiles, 50 were randomly placed in the learning group and the remaining 131 were placed in the validation group. The artificial neural network was trained using the profiles of the learning group and the 131 profiles of the validation group were analyzed. A logistic regression analysis was then conducted in a similar manner. The results of the two analyses were compared and contrasted using sensitivity, specificity, ROC curves, and kappa index. RESULTS: Logistic regression analysis and artificial neural network analysis both exhibited satisfactory discriminating ability at Kappa index of greater than 0.4. The comparison of the two methods revealed artificial neural network analysis is superior to logistic regression analysis in its discriminating capacity, displaying higher values of Kappa index, specificity, and AUC(Area Under the Curve) of ROC curve than those of logistic regression analysis. CONCLUSION: Artificial neural network analysis is a new tool whose frequency of use has been increasing for its superiority in nonlinear applications. However, it does possess insufficiencies such as difficulties in understanding the relationship between dependent and independent variables. Nevertheless, when used in conjunction with other analysis tools which supplement it, such as the logistic regression analysis, it may serve as a powerful tool for psychiatric data analysis.
Discrimination (Psychology) ; Humans ; Learning ; Logistic Models* ; MMPI* ; Mood Disorders ; ROC Curve ; Schizophrenia ; Sensitivity and Specificity ; Statistics as Topic

Tumors are rare causes of calf pain and usually present insidiously. A 69-year-old woman developed sudden severe pain and a hard palpable mass in her left calf that persisted for 6 months without a history of trauma. Although a myofascial trigger point was initially suspected, subsequent ultrasonography revealed two well-defined heterogeneous masses in the calf muscle. Magnetic resonance imaging revealed a multi-lobulated mass involving the soleus, tibialis posterior muscle, and deep peroneal neurovascular bundle, suggesting a soft tissue sarcoma. Fluorine-18-fluorodeoxyglucose positron emission tomography revealed a heterogeneous hypermetabolic lesion in the left calf, suggesting malignancy. The patient received an incisional biopsy of her left calf lesion and was diagnosed with leiomyosarcoma. The patient underwent a wide excision with partial fibulectomy of the left calf and received chemotherapy for metastasis in the left upper lobe of the lung. Although rare, soft tissue sarcoma should be considered in the differential diagnosis if calf pain and a palpable mass persist despite conservative management, and imaging studies are essential for distinguishing tumors from other causes of calf pain.

Purpose: This study aimed to explore the experience of clinical nurses regarding training programs for critically ill patients with coronavirus disease 2019 (COVID-19) and their educational needs. Methods: Qualitative data were analyzed using content analysis, and quantitative data were analyzed according to Borich's formula. Data for the study were collected in March 2021 from 16 nurses who had completed a nursing program for critically ill patients with COVID-19 and were working at three hospitals designated for COVID-19. Results: Participants' experiences were classified into three major categories, namely “Participation experiences and perceptions of the training program,” “Recommendations for improving the training program,” and “Perceptions of working in an infectious environment,” and 10 subcategories. According to Borich's formula, the most pressing educational needs in respiratory and non-respiratory nursing, respectively, were for “nursing care for patients on extracorporeal membrane oxygenation” and “application of continuous renal replacement therapy and caring for patients.” Conclusion To prepare for the periodic emergence of communicable infectious diseases throughout the world and cultivate nursing staff to care for critically ill patients, it is necessary to develop nursing education programs with content corresponding to nurses' needs. This study can be used as base data for cultivating nursing staff for critically ill patients with communicable infectious diseases in keeping with clinical nurses’ educational needs and basic educational materials for nursing students.

Olfactory receptors (ORs), which are primarily responsible for olfactory sensation in the nasal epithelium, constitute the largest family of genes in the human genome. The majority of ORs are orphan receptors with unknown ligands; however, recent studies have revealed their expression in non-olfactory tissues, implying that ORs may be involved in various physiological processes beyond olfaction. This review highlights recent findings on the roles of ORs in cancers, including prostate, breast, and lung cancer, as well as their involvement in other diseases, such as atherosclerosis, Alzheimer's disease, and viral infections. Additionally, we explore emerging knowledge about the role of ORs in metabolic regulation, focusing on their effect on triglyceride metabolism, glucagon-like peptide-1 secretion, and lipid accumulation. Advancements in technology, such as structural analysis, have accelerated research on OR ligands and their functions, potentially positioning ORs as novel therapeutic targets for various diseases. This review highlights the need for further research into the non-olfactory roles of ORs and their potential as targets for future therapeutic interventions.

Olfactory receptors (ORs), which are primarily responsible for olfactory sensation in the nasal epithelium, constitute the largest family of genes in the human genome. The majority of ORs are orphan receptors with unknown ligands; however, recent studies have revealed their expression in non-olfactory tissues, implying that ORs may be involved in various physiological processes beyond olfaction. This review highlights recent findings on the roles of ORs in cancers, including prostate, breast, and lung cancer, as well as their involvement in other diseases, such as atherosclerosis, Alzheimer's disease, and viral infections. Additionally, we explore emerging knowledge about the role of ORs in metabolic regulation, focusing on their effect on triglyceride metabolism, glucagon-like peptide-1 secretion, and lipid accumulation. Advancements in technology, such as structural analysis, have accelerated research on OR ligands and their functions, potentially positioning ORs as novel therapeutic targets for various diseases. This review highlights the need for further research into the non-olfactory roles of ORs and their potential as targets for future therapeutic interventions.

Olfactory receptors (ORs), which are primarily responsible for olfactory sensation in the nasal epithelium, constitute the largest family of genes in the human genome. The majority of ORs are orphan receptors with unknown ligands; however, recent studies have revealed their expression in non-olfactory tissues, implying that ORs may be involved in various physiological processes beyond olfaction. This review highlights recent findings on the roles of ORs in cancers, including prostate, breast, and lung cancer, as well as their involvement in other diseases, such as atherosclerosis, Alzheimer's disease, and viral infections. Additionally, we explore emerging knowledge about the role of ORs in metabolic regulation, focusing on their effect on triglyceride metabolism, glucagon-like peptide-1 secretion, and lipid accumulation. Advancements in technology, such as structural analysis, have accelerated research on OR ligands and their functions, potentially positioning ORs as novel therapeutic targets for various diseases. This review highlights the need for further research into the non-olfactory roles of ORs and their potential as targets for future therapeutic interventions.

Olfactory receptors (ORs), which are primarily responsible for olfactory sensation in the nasal epithelium, constitute the largest family of genes in the human genome. The majority of ORs are orphan receptors with unknown ligands; however, recent studies have revealed their expression in non-olfactory tissues, implying that ORs may be involved in various physiological processes beyond olfaction. This review highlights recent findings on the roles of ORs in cancers, including prostate, breast, and lung cancer, as well as their involvement in other diseases, such as atherosclerosis, Alzheimer's disease, and viral infections. Additionally, we explore emerging knowledge about the role of ORs in metabolic regulation, focusing on their effect on triglyceride metabolism, glucagon-like peptide-1 secretion, and lipid accumulation. Advancements in technology, such as structural analysis, have accelerated research on OR ligands and their functions, potentially positioning ORs as novel therapeutic targets for various diseases. This review highlights the need for further research into the non-olfactory roles of ORs and their potential as targets for future therapeutic interventions.

Olfactory receptors (ORs), which are primarily responsible for olfactory sensation in the nasal epithelium, constitute the largest family of genes in the human genome. The majority of ORs are orphan receptors with unknown ligands; however, recent studies have revealed their expression in non-olfactory tissues, implying that ORs may be involved in various physiological processes beyond olfaction. This review highlights recent findings on the roles of ORs in cancers, including prostate, breast, and lung cancer, as well as their involvement in other diseases, such as atherosclerosis, Alzheimer's disease, and viral infections. Additionally, we explore emerging knowledge about the role of ORs in metabolic regulation, focusing on their effect on triglyceride metabolism, glucagon-like peptide-1 secretion, and lipid accumulation. Advancements in technology, such as structural analysis, have accelerated research on OR ligands and their functions, potentially positioning ORs as novel therapeutic targets for various diseases. This review highlights the need for further research into the non-olfactory roles of ORs and their potential as targets for future therapeutic interventions.

Postconditioning has been shown to protect the mouse brain from ischemic injury. However, the neuroprotective mechanisms of postconditioning remain elusive. We have found that toll-like receptor 5 (TLR5) plays an integral role in postconditioning-induced neuroprotection through Akt/nuclear factor kappa B (NF-κB) activation in cerebral ischemia. Compared to animals that received 30 min of transient middle cerebral artery occlusion (tMCAO) group, animals that also underwent postconditioning showed a significant reduction of up to 60.51% in infarct volume. Postconditioning increased phospho-Akt (p-Akt) levels and NF-κB translocation to the nucleus as early as 1 h after tMCAO and oxygen-glucose deprivation. Furthermore, inhibition of Akt by Akt inhibitor IV decreased NF-κB promoter activity after postconditioning. Immunoprecipitation showed that interactions between TLR5, MyD88, and p-Akt were increased from postconditioning both in vivo and in vitro. Similar to postconditioning, flagellin, an agonist of TLR5, increased NF-κB nuclear translocation and Akt phosphorylation. Our results suggest that postconditioning has neuroprotective effects by activating NF-κB and Akt survival pathways via TLR5 after cerebral ischemia. Additionally, the TLR5 agonist flagellin can simulate the neuroprotective mechanism of postconditioning in cerebral ischemia.
Animals ; Brain ; Brain Ischemia* ; Flagellin ; Immunoprecipitation ; In Vitro Techniques ; Infarction, Middle Cerebral Artery ; Mice* ; Neuroprotection ; Neuroprotective Agents ; NF-kappa B ; Phosphorylation ; Toll-Like Receptor 5