scholarly journals Detection of oral squamous cell carcinoma with ex vivo fluorescence confocal microscopy: Sensitivity and specificity compared to histopathology

2020 ◽  
Vol 13 (9) ◽  
Author(s):  
Veronika Shavlokhova ◽  
Christa Flechtenmacher ◽  
Sameena Sandhu ◽  
Maximilian Pilz ◽  
Michael Vollmer ◽  
...  
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.


2007 ◽  
Vol 46 (05) ◽  
pp. 169-174
Author(s):  
J. K. Lee ◽  
W. S. Liu ◽  
Y. S. Lin ◽  
J. T. Liu ◽  
L. P. Chang ◽  
...  

SummaryThe aim of this study was designed to investigate the usefulness of thallium-201 single photon emission computed tomography (SPECT) in predicting response of intensitymodulated radiation therapy (IMRT) for recurrent oral squamous cell carcinoma (OSCC). Patients, methods: Thirty-one patients with histologically proven recurrent OSCC were recruited. Before IMRT, all patients underwent SPECT at 15 min and 120 min after intravenous injection 111 MBq of thallous chloride (201Tl). Tumour uptake was measured with the semiquantitative early ratio (ER), delayed ratio (DR), and retention index (RI). The patients were classified into responder (complete response and partial response) and non-responder (stable disease and progressive disease) groups according to the tumour response evaluated by the Response Evaluation Criteria in Solid Tumors guidelines. Results: As comparing DR and RI between the two groups, both parameters were significantly higher in the responder group. When a DR of 1.75 was used as a cutoff value for the responders, the receiver operating characteristic (ROC) analyses revealed sensitivity and specificity of 79% and 75%, respectively. At a cutoff value for the responders of a RI of 78.5%, the ROC analyses showed sensitivity and specificity of 95% and 83%, respectively. Conclusion: Our results suggest that 201Tl-SPECT, as measured by the DR or RI has clinical potential in predicting response of IMRT for patients with recurrent OSCC. The ROC curve analyses further suggest that RI may be superior to DR in distinguishing responders from non-responders.


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 ◽  
...  

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