Screening of Oral Squamous Cell Carcinoma Through Color Intensity-Based Textural Features.

Background Early screening and diagnosis of oral squamous cell carcinoma (OSCC) has always been a major challenge for pathologists. Artificial intelligence (AI)-assisted screening tools can serve as an adjunct for the objective interpretation of Papanicolaou (PAP)-stained oral smears. Aim This study aimed to develop a handy and sensitive computer-assisted AI tool based on color-intensity textural features to be applied to cytologic images for screening and diagnosis of OSCC. Methodology The study included two groups consisting of 80 OSCC subjects and 80 control groups. PAP-stained smears were collected from both groups. The smears were analyzed in Matlab software computed data and color intensity-based textural features such as entropy, contrast, energy, homogeneity, and correlation, were quantitatively extracted. Results In this study, a statistically significant difference was noted for entropy, energy, correlation, contrast, and homogeneity. It was found that entropy and contrast were found to be higher with a decrease in homogeneity, correlation, and energy in OSCC when compared to the control group. Receiver operating characteristic curve analysis was done and accuracy, sensitivity, and specificity were found to be 88%, 91%, and 81%, respectively. Conclusion The gray-level co-occurrence matrix (GLCM) color intensity-based textural features play a significant role in differentiating dysplastic and normal cells in the diagnosis of OSCC. Computer-aided textural analysis has the potential to aid in the early detection of oral cancer, which can lead to improved clinical outcomes.

Significance of HIF-1α and CD105 in establishing oral squamous cell carcinoma associated with oral submucous fibrosis a distinct clinicopathological entity.

Context: Oral squamous cell carcinoma associated with oral submucous fibrosis (OSCC with OSMF) is clinicopathologically a distinct entity. However, scientific proof in view of assessment of biomarkers of hypoxia and neoangiogenesis to differentiate them are lacking. The expression of hypoxia-inducible factor 1-α (HIF-1α) and CD105 in OSCC with and without OSMF possibly will be explicated along these lines. Aim: This study aims to evaluate the molecular basis of hypoxia and neoangiogenesis in terms of immunohistochemical expression of HIF-1α and CD105 in OSCC with and without OSMF cases. Settings and Design: A retrospective cohort. Subjects and Methods: The study comprise of 203 histopathologically diagnosed surgically operated cases of OSCC retrieved from the departmental archives. The OSCC cases were subgrouped into two, OSCC with OSMF (Group I) and OSCC without OSMF (Group II). The evaluation of hypoxia and angiogenesis was carried out by immunohistochemical markers, HIF-1α and CD105. MVD is the parameter of angiogenesis expressed by CD105. Statistical Analysis Used: Differences in CD105, and HIF-1α immunoreactivity between study groups were done using descriptive statistics using "Kruskal-Wallis test," "Mann-Whitney test." Statistical significance was set at P < 0.05. Results: On comparison of MVD in Group I and II, statistically significant difference was found in MVD (8.88 ± 3.41, 16.13 ± 5.86, P = 0.0001). The HIF1-α expression was less in Group I (6.85 ± 2.62) as compare to Group II (7.22 ± 3.08) but the difference was statistically nonsignificant (P = 0.35). Conclusions: The OSCC with OSMF is not only clinicopathologically distinct entity of OSCC but also diverse in its molecular pathogenesis as explicited by distinct expression of HIF-1 α and CD105.

Oral submucous fibrosis: An enigmatic morpho-insight.

Oral submucous fibrosis (OSMF) is a chronic progressive, scarring disease affecting oral, oropharyngeal, and sometimes the esophageal mucosa. It is characterized by the progressive fibrosis of the submucosal tissue. The pathogenesis of OSMF has been directly related to the habit of chewing areca nut and its commercial preparation, which is widespread in Indian subcontinent and Southeast Asia. The areca nut has been classified as a "group one human carcinogen." Oral squamous cell carcinoma in the background of OSMF is one of the most common malignancies in South and Southeast Asian countries. Malignant transformation has been reported in 7%-12% cases of OSMF. Histopathological spectrum of OSMF includes the apparent alterations observed in the epithelium and connective tissue. Epithelial atrophy and sometimes epithelial hyperplasia with or without dysplasia are the peculiar alterations seen in the epithelium. In the connective tissue, there is extracellular matrix remodeling which results in excessive collagenization. Further cross-linking of collagen leads to hyalinization which makes the collagen resistant to proteolysis. Owing to fibrosis in the connective tissue, there is narrowing of blood vessels which further results in compromised blood supply to the local tissue milieu, that is, hypoxia. This tissue hypoxia elicits angiogenesis which may result in the malignant transformation of OSMF. Perpetual irritation of areca nut and its constituents to the oral mucosa leads to upregulation of pro-inflammatory cytokines and further juxtaepithelial inflammation. Thus, these coordinated reactions in epithelium and connective tissue leads the OSMF toward malignant transformation.

Impact of virtual microscopy with conventional microscopy on student learning in dental histology.

BACKGROUND: In dental histology, the assimilation of histological features of different dental hard and soft tissues is done by conventional microscopy. This traditional method of learning prevents the students from screening the entire slide and change of magnification. To address these drawbacks, modification in conventional microscopy has evolved and become motivation for changing the learning tool. Virtual microscopy is the technique in which there is complete digitization of the microscopic glass slide, which can be analyzed on a computer. This research is designed to evaluate the effectiveness of virtual microscopy with conventional microscopy on student learning in dental histology. MATERIALS AND METHODS: A cohort of 105 students were included and randomized into three groups: A, B, and C. Group A students studied the microscopic features of oral histologic lesions by conventional microscopy, Group B by virtual microscopy, and Group C by both conventional and virtual microscopy. The students' understanding of the subject was evaluated by a prepared questionnaire. RESULTS: The effectiveness of the study designs on knowledge gains and satisfaction levels was assessed by statistical assessment of differences in mean test scores. The difference in score between Groups A, B, and C at pre- and post-test was highly significant. This enhanced understanding of the subject may be due to benefits of using virtual microscopy in teaching histology. CONCLUSION: The augmentation of conventional microscopy with virtual microscopy shows enhancement of the understanding of the subject as compared to the use of conventional microscopy and virtual microscopy alone.

Matrix metalloproteinases-3 gene-promoter polymorphism as a risk factor in oral submucous fibrosis in an Indian population: a pilot study.

AIM: Host-related factors could be important to the fundamental understanding of oral diseases. One such factor is matrix metalloproteinases (MMP). MMP3 (stromelysin 1) is crucial in connective tissue remodeling. Promoter regions are specific segments of DNA that control the rate of mRNA synthesis. Thus, polymorphism in the (5A/6A) promoter region of the MMP3 gene results in different transcriptional activities and is related to susceptibility in diseases. The aim of the present study was to detect polymorphism in the MMP3 gene-promoter region in oral submucous fibrosis patients (OSF), oral squamous cell carcinoma patients (OSCC), and normal individuals with tobacco and areca nut habit and without lesions, and to correlate the genotype as a risk factor in these diseases. METHOD: Genomic DNA from blood of OSF (n = 5), OSCC (n = 5), and normal individuals with tobacco and areca nut habit (n = 5) and without (n = 5) were subjected to polymerase chain reaction of the MMP3 gene-promoter region and DNA sequencing. RESULTS: The 5A allele in the MMP3 gene-promoter region was observed more frequently in the OSF group than the control groups. No significant difference was noted between OSCC and the control groups on the 5A allele. CONCLUSION: The results indicated that the 5A allele of the MMP3 gene-promoter region could be associated with OSF risk factor, but not OSCC, in an Indian population.