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The worldwide outbreak of coronavirus disease 2019 (COVID-19) has triggered an unprecedented global health and economic crisis. Early and accurate forecasts of COVID-19 and evaluation of government interventions are crucial for governments to take appropriate interventions to contain the spread of COVID-19. In this work, we propose the Interpretable Temporal Attention Network (ITANet) for COVID-19 forecasting and inferring the importance of government interventions. The proposed model is with an encoder-decoder architecture and employs long short-term memory (LSTM) for temporal feature extraction and multi-head attention for long-term dependency caption. The model simultaneously takes historical information, a priori known future information, and pseudo future information into consideration, where the pseudo future information is learned with the covariate forecasting network (CFN) and multi-task learning (MTL). [https://www.selleckchem.com/products/dimethindene-maleate.html Dimethindene] In addition, we also propose the degraded teacher forcing (DTF) method to train the model efficiently. Compared with other models, the ITANet is more effective in the forecasting of COVID-19 new confirmed cases. The importance of government interventions against COVID-19 is further inferred by the Temporal Covariate Interpreter (TCI) of the model.Pleomorphic adenoma is the most common benign salivary gland tumour characterized by great histologic diversity. The presence of extensive squamous metaplasia and numerous keratin pearls is mostly uncommon in the microscopic study and can signify a potential pitfall in the histopathological diagnosis Pleomorphic adenoma can show the presence of squamous metaplasia with keratin pearls as a rare finding and is encountered most often in the parotid gland (84%) and 6% in the minor salivary gland. Here we present a case report of a rare histopathological variant of pleomorphic adenoma with exuberant squamous metaplasia and keratin pearl formation of the minor salivary gland in an unusual location.<br /><br /> Palatorugoscopy is the term used to study the rugae patterns. The word rugae came from the Greek word seam. Moreover, it relates the crisscrossing or joining or stitching of the parts of two biological structures during fetal differentiation. The aim of this study is to determine the gender difference in rugae pattern with regard to length, number, shape, unification and direction in the population of Sri Ganganagar, Rajasthan.<br /><br /> The objective is to determine the gender difference in rugae pattern with regard to length, number, shape, unification and direction; to investigate the difference in division of rugae in males and females and to compare rugae pattern in males and females of different age group.<br /><br /> This study included 100 subjects, in which 50 were males (Group A) and other 50 were females (Group B). After the formation of primary cast, all quantitative as well as qualitative characteristics of palatal rugae patterns were recorded. Mainly, two classifications were used in this study, Thomas <br /><br /> and Kc, and are unique patterns, and are helpful in determining the human gender. Further, more studies are required on palatal rugae patterns used in forensics on large population scale.<br /><br /> Fibrosis is an uncontrolled healing process, led by persistent differentiation of fibroblast to alpha-smooth muscle actin (αSMA) positive activated fibroblast or myofibroblast. Oral submucous fibrosis (OSMF) is one such condition that is associated with areca nut use. Recently, Programmed Cell Death 4 (PDCD4), a pro-apoptotic marker, has been shown to modulate fibroblast differentiation in various organ fibrosis. The present study aimed to evaluate the role of PDCD4 in the regulation of fibroblast differentiation in OSMF.<br /><br /> Paraffin-embedded tissue sections from 45 cases of the normal oral mucosa, early OSMF and advanced OSMF were examined for PDCD4 and αSMA expression by immunostaining. Co-expression of PDCD4 and αSMA in fibroblasts was examined using Spearman's correlation test.<br /><br /> The stromal fibroblasts showed minimal expression of αSMA in the normal mucosa and early OSMF, while advanced OSMF groups demonstrated a higher frequency of αSMA myofibroblasts. The PDCD4 expression was noted in the normal stromal fibroblasts. However, this expression appeared to progressively reduce with an increasing grade of OSMF. Thus, a negative correlation was noted between stromal PDCD4 and αSMA expression with progressive OSMF.<br /><br /> This study demonstrated a putative role for PDCD4 in oral fibrosis consistent with its role in other tissues. The lack of PDCD4 expression with increasing myofibroblast expression in OSMF suggests that targeting its dysregulation may be an attractive translational therapeutic target.<br /><br />This study demonstrated a putative role for PDCD4 in oral fibrosis consistent with its role in other tissues. The lack of PDCD4 expression with increasing myofibroblast expression in OSMF suggests that targeting its dysregulation may be an attractive translational therapeutic target.<br /><br /> Although many studies are available validating the role of saliva as an alternative diagnostic tool, no reliable data are available on the duration of time, a salivary sample can be reliably stored at room temperature for estimation. It varies from one analyte to another and has to be researched.<br /><br /> The aim of the study was to determine the effect of 2 h of room temperature storage on salivary glucose concentration.<br /><br /> Saliva samples obtained by spitting method from thirty healthy volunteers were centrifuged and glucose concentration determined in the supernatant obtained. The test was repeated 2 h later following room temperature storage of the supernatant.<br /><br /> The data obtained were analyzed using wilcoxson signed rank test. No significant difference between was observed between the two values.<br /><br /> Salivary glucose can reliably estimate on centrifuged samples following 2 h of room temperature storage.<br /><br />Salivary glucose can reliably estimate on centrifuged samples following 2 h of room temperature storage.<br /><br /> Oral squamous cell carcinoma (OSCC) remains as one of the leading causes of death in many of the developing countries including India. Early detection helps in improving the prognosis and survival rates. Over the years, tumor markers continue to play an important role in diagnosing and monitoring cancer progression. The ectopic production human chorionic gonadotropin-β (hCG-β) is one such marker that is seen in various nontrophoblastic cancers and serves as a marker for tumor prognosis. Few immunohistochemical studies have shown the presence of hCG-β in oral cancers too. The present study investigated the immunohistochemical expression, levels of hCG-β in saliva and urine of various grades of OSCC patients and correlated it with their histopathological grading.<br /><br /> Tissue sections of 50 histologically confirmed OSCC were subjected to immunohistochemical staining by using hCG-β antibody (well differentiated - 21, moderately differentiated - 21 and poorly differentiated - 8). The levels of hCG-β in saliva and urine were estimated in these individuals, by using Beckman Coulter Access 2 automated immunoassay system and comparisons drawn.<br /><br /> hCG-β immunopositivity was seen in 8 (38%) of 21 well-differentiated, 11 (52%) of 21 moderately differentiated and 6 (75%) of 8 poorly differentiated OSCC specimens. The levels of hCG-β in both saliva and urine were increased in poorly differentiated (0.40 and 1.19 mIU/ml) than moderately (0.3 and 0.76 mIU/ml) and well-differentiated (0.36 and 0.48 mIU/ml) OSCC patients.<br /><br /> Immunohistochemical expression, salivary and urine levels of hCG-β could serve as an independent prognostic indicator in OSCC patients.<br /><br />Immunohistochemical expression, salivary and urine levels of hCG-β could serve as an independent prognostic indicator in OSCC patients.Dentin dysplasia is a rare, hereditary disorder affecting the dental hard tissue. It is a congenital, autosomal dominant disease of unknown etiology that affects 1100,000 populations. It may present as such affecting only the dental hard tissue or as one of the symptoms of underlying diseases such as calcinosis, Ehlers-Danlos syndrome, rhematoid arthitis, Vitaminosis D and Branchioskeletogenital syndrome. This was first described by Ballschmiede as rootless teeth in 1920 and termed as dentin dysplasia by Rushton in the year 1939. It is classified into Type I, II and III, in which Type III affects only the secondary dentition. This article reports a rare case of Type I dentin dysplasia in a 26-year-old male patient, and focus on clinical, radiological, ground section and histopathological aspects. It emphasizes the significance of early diagnosis and intervention for the psychological well-being of the individual.Mucormycosis also termed as phycomycosis or zygomycosis is less commonly seen in oral cavity. However, it is an invasive, life-threatening and aggressive fungal infection. It mostly targets individuals with altered immunological system and diabetes. In this recent pandemic situation, the individuals affected with coronavirus disease 2019 (COVID-19) are also affected with this fungal infection which commonly involves the maxilla. In this case report, we present a case of a 45-year-old female affected with mucormycosis in post-COVID scenario involving mandible which is quite rare situation. The case report covers clinical findings, radiographic investigations and histopathological details with brief on literature review. Since mucormycosis is aggressive fungal infection, it should be handled with multimodal approach to reduce the systemic damage of an individual, morbidity and mortality.Hemodialysis is one of the commonly used renal replacement therapies in treating end-stage renal failure patients. Patients with long-term dialysis may develop frequently complications such as secondary hyperparathyroidism (SHPT), bone diseases, amyloidosis, endocrinal disturbances, cardiovascular complications and infections. Brown tumors (BTs) are erosive giant cell bony lesions that arise in some patients as a result of primary or SHPT. About 2% of all the reported cases showed involvement of facial skeleton, of which the mandible is the favorite site. A complete clinical, biochemical, radiological and histopathological correlation is required for definitive diagnosis. We report here a case of BT in 37-year-old female hemodialysis patient with SHPT.<br /><br /> Oral cancer is the 8<br /><br /> most common cancer in the world. An important feature of carcinogenesis is angiogenesis. Endoglin is a powerful marker of neovascularization in solid malignancies. This study was done to ascertain its role as an indicator of metastasis and prognosis.<br /><br /> This study aimed to evaluate and compare the expression of endoglin (CD105) in metastatic primary tumor, lymph node of the metastasized tumor, nonmetastatic primary tumor and in normal buccal mucosa immunohistochemically.<br /><br /> The total sample size comprised 45 formalin-fixed paraffin-embedded tissue blocks, <br /><br /> = 10 metastasized primary tumor, <br /><br /> = 10 lymph nodes of metastasized primary tumor, <br /><br /> = 20 nonmetastasized oral squamous cell carcinoma and <br /><br /> = 5 normal buccal mucosa were studied.<br /><br /> Immunohistochemistry for endoglin was performed and microvessel density (MVD) was determined by hot spot method. Microvessel density was compared between the groups.<br /><br /> Statistical analysis was used using one-way ANOVA. <br /><br /> &lt; 0.05 was statistically significant.