scholarly journals Features of oral squamous cell carcinoma in ex vivo fluorescence confocal microscopy

Author(s):  
Veronika Shavlokhova ◽  
Christa Flechtenmacher ◽  
Sameena Sandhu ◽  
Michael Vollmer ◽  
Jürgen Hoffmann ◽  
...  
2021 ◽  
Vol 10 (22) ◽  
pp. 5326
Author(s):  
Veronika Shavlokhova ◽  
Sameena Sandhu ◽  
Christa Flechtenmacher ◽  
Istvan Koveshazi ◽  
Florian Neumeier ◽  
...  

Background: Ex vivo fluorescent confocal microscopy (FCM) is a novel and effective method for a fast-automatized histological tissue examination. In contrast, conventional diagnostic methods are primarily based on the skills of the histopathologist. In this study, we investigated the potential of convolutional neural networks (CNNs) for automatized classification of oral squamous cell carcinoma via ex vivo FCM imaging for the first time. Material and Methods: Tissue samples from 20 patients were collected, scanned with an ex vivo confocal microscope immediately after resection, and investigated histopathologically. A CNN architecture (MobileNet) was trained and tested for accuracy. Results: The model achieved a sensitivity of 0.47 and specificity of 0.96 in the automated classification of cancerous tissue in our study. Conclusion: In this preliminary work, we trained a CNN model on a limited number of ex vivo FCM images and obtained promising results in the automated classification of cancerous tissue. Further studies using large sample sizes are warranted to introduce this technology into clinics.


Metabolomics ◽  
2010 ◽  
Vol 7 (2) ◽  
pp. 278-288 ◽  
Author(s):  
Shatakshi Srivastava ◽  
Raja Roy ◽  
Vivek Gupta ◽  
Ashish Tiwari ◽  
Anand N. Srivastava ◽  
...  

2018 ◽  
Vol 11 (4) ◽  
pp. e201700318 ◽  
Author(s):  
Daniela Hartmann ◽  
Sebastian Krammer ◽  
Mario R. Bachmann ◽  
Leonie Mathemeier ◽  
Thomas Ruzicka ◽  
...  

2019 ◽  
Vol 98 (7) ◽  
pp. 763-771 ◽  
Author(s):  
Y. Liu ◽  
B. Li ◽  
T.L. Hu ◽  
T. Li ◽  
Y. Zhang ◽  
...  

The specific function of phosphatidylserine (PS) in the context of the development of a hypercoagulable state among individuals with oral squamous cell carcinoma (OSCC) is uncertain. The goal of this study was therefore to assess the exposure of PS on microparticles (MPs) as well as on endothelial and blood cells and to assess procoagulant activity (PCA) as a function of the stage of OSCC progression. We recruited patients with OSCC ( n = 63) as well as healthy controls ( n = 26) to participate in this study. PS exposure was then assessed via confocal microscopy and flow cytometry, revealing that patients with stage III/IV OSCC exhibited higher frequencies of PS-exposing blood cells, MPs, and serum-cultured endothelial cells (ECs) than did patients with stage I/II OSCC or healthy controls. When we conducted functional coagulation assays, we discovered that PS+blood cells, MPs, and serum-cultured ECs from patients with stage III/IV OSCC mediated more rapid coagulation and more substantial production of FXa, thrombin, and fibrin as compared with controls. When samples were treated with the PS antagonist lactadherin, this resulted in an 80% disruption of PCA. Strikingly, when pre- and postoperative samples were compared from patients with stage III/IV OSCC undergoing resective surgery, PCA was significantly reduced in the postoperative samples. After stimulating ECs with inflammatory cytokines, we found by confocal microscopy that they expose PS on their cell membranes, thus generating FVa and FXa binding sites and mediating the formation of fibrin. Together our findings provide evidence that PS+blood cells and MPs are important mediators of the development of a hypercoagulable and prothrombotic state among individuals afflicted by advanced-stage OSCC. As such, a PS blockade may be a viable therapeutic strategy for treating such patients.


2020 ◽  
Vol 9 ◽  
Author(s):  
Shayan Fakurnejad ◽  
Giri Krishnan ◽  
Stan van Keulen ◽  
Naoki Nishio ◽  
Andrew C. Birkeland ◽  
...  

Cells ◽  
2021 ◽  
Vol 10 (9) ◽  
pp. 2466
Author(s):  
Estefania Silveyra ◽  
Ronell Bologna-Molina ◽  
Rogelio Gónzalez-Gónzalez ◽  
Miguel Arocena

Objectives: Tissue architecture and cell morphology suffer profound alterations during oral cancer and are important markers for its progression and outcome. For precise visualization of tissue architecture in oral cancer, we used confocal microscopy to examine the staining pattern of wheat germ agglutinin, a lectin that binds membrane glycoproteins, and the staining patterns of structural proteins. Materials and Methods: Paraffin sections of oral squamous cell carcinoma were stained with fluorescently labeled wheat germ agglutinin and with antibodies against structural proteins, which were revealed by immunohistochemistry with tyramide signal amplification. Results: Membrane localization of wheat germ agglutinin was markedly decreased in the basal layers and in regions of tumor invasion, accompanied by cytoplasmic redistribution of E-cadherin, β-actin and syndecan-1. Wheat germ agglutinin staining clearly identified tumor clusters within the surrounding stroma, and tumor cells with elongated morphology. Conclusions: Our results suggest that the wheat germ agglutinin staining pattern is indicative of the degree of cell cohesion in oral squamous cell carcinoma, which decreases in basal layers and invasive tumor clusters with more migratory morphologies. Wheat germ agglutinin staining in combination with confocal microscopy could constitute, therefore, a valuable tool for the study of tissue architecture in oral cancer.


Sign in / Sign up

Export Citation Format

Share Document