Infrared spectral histopathology for cancer diagnosis: a novel approach for automated pattern recognition of colon adenocarcinoma

The Analyst ◽  
2014 ◽  
Vol 139 (16) ◽  
pp. 4005-4015 ◽  
Author(s):  
Jayakrupakar Nallala ◽  
Marie-Danièle Diebold ◽  
Cyril Gobinet ◽  
Olivier Bouché ◽  
Ganesh Dhruvananda Sockalingum ◽  
...  

Automated and label-free colon cancer diagnosis and identification of tumor-associated features using FTIR spectral histopathology directly on paraffinized tissue arrays.

2012 ◽  
Vol 17 (11) ◽  
pp. 116013 ◽  
Author(s):  
Jayakrupakar Nallala ◽  
Cyril Gobinet ◽  
Marie-Danièle Diebold ◽  
Valérie Untereiner ◽  
Olivier Bouché ◽  
...  

2016 ◽  
Vol 187 ◽  
pp. 105-118 ◽  
Author(s):  
C. Kuepper ◽  
F. Großerueschkamp ◽  
A. Kallenbach-Thieltges ◽  
A. Mosig ◽  
A. Tannapfel ◽  
...  

In recent years spectral histopathology (SHP) has been established as a label-free method to identify cancer within tissue. Herein, this approach is extended. It is not only used to identify tumour tissue with a sensitivity of 94% and a specificity of 100%, but in addition the tumour grading is determined. Grading is a measure of how much the tumour cells differ from the healthy cells. The grading ranges from G1 (well-differentiated), to G2 (moderately differentiated), G3 (poorly differentiated) and in rare cases to G4 (anaplastic). The grading is prognostic and is needed for the therapeutic decision of the clinician. The presented results show good agreement between the annotation by SHP and by pathologists. A correlation matrix is presented, and the results show that SHP provides prognostic values in colon cancer, which are obtained in a label-free and automated manner. It might become an important automated diagnostic tool at the bedside in precision medicine.


2010 ◽  
Author(s):  
Jayakrupakar Nallala ◽  
Cyril Gobinet ◽  
Olivier Piot ◽  
Valérie Untereiner ◽  
Marie Danièle Diebold ◽  
...  

2013 ◽  
Vol 8 (S1) ◽  
Author(s):  
Ganesh D Sockalingum ◽  
Jayakrupakar Nallala ◽  
Marie-Danièle Diebold ◽  
Cyril Gobinet ◽  
Olivier Piot ◽  
...  

The Analyst ◽  
2013 ◽  
Vol 138 (14) ◽  
pp. 4035 ◽  
Author(s):  
Laven Mavarani ◽  
Dennis Petersen ◽  
Samir F. El-Mashtoly ◽  
Axel Mosig ◽  
Andrea Tannapfel ◽  
...  

2012 ◽  
Vol 6 (1) ◽  
pp. 88-100 ◽  
Author(s):  
Angela Kallenbach-Thieltges ◽  
Frederik Großerüschkamp ◽  
Axel Mosig ◽  
Max Diem ◽  
Andrea Tannapfel ◽  
...  

Biomedicines ◽  
2021 ◽  
Vol 9 (7) ◽  
pp. 755
Author(s):  
Rima Budvytyte ◽  
Akvile Milasiute ◽  
Dalius Vitkus ◽  
Kestutis Strupas ◽  
Aiste Gulla ◽  
...  

Extracellular heat shock proteins (HSPs) mediate immunological functions and are involved in pathologies such as infection, stress, and cancer. Here, we demonstrated the dependence of an amount of HSP70 and HSP90 in serum vs. severity of acute pancreatitis (AP) on a cohort of 49 patients. Tethered bilayer lipid membranes (tBLMs) have been developed to investigate HSPs’ interactions with tBLMs that can be probed by electrochemical impedance spectroscopy (EIS). The results revealed that HSP70 and HSP90 interact via different mechanisms. HSP70 shows the damage of the membrane, while HSP90 increases the insulation properties of tBLM. These findings provide evidence that EIS offers a novel approach for the study of the changes in membrane integrity induced by HSPs proteins. Herein, we present an alternative electrochemical technique, without any immunoprobes, that allows for the monitoring of HSPs on nanoscaled tBLM arrangement in biologics samples such us human urine. This study demonstrates the great potential of tBLM to be used as a membrane based biosensor for novel, simple, and non-invasive label-free analytical system for the prediction of AP severity.


The Analyst ◽  
2017 ◽  
Vol 142 (8) ◽  
pp. 1258-1268 ◽  
Author(s):  
Michael J. Pilling ◽  
Alex Henderson ◽  
Jonathan H. Shanks ◽  
Michael D. Brown ◽  
Noel W. Clarke ◽  
...  

Infrared spectral histopathology has shown great promise as an important diagnostic tool, with the potential to complement current pathological methods.


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