Histogram parameters derived from T1 and T2 weighted images correlate with tumor infiltrating lymphocytes and tumor-stroma ratio in head and neck squamous cell cancer

Author(s):  
Hans-Jonas Meyer ◽  
Anne Kathrin Höhn ◽  
Alexey Surov
2018 ◽  
Vol 58 (3) ◽  
pp. 398-410 ◽  
Author(s):  
Phuong N. Le ◽  
Stephen B. Keysar ◽  
Bettina Miller ◽  
Justin R. Eagles ◽  
Tugs-Saikhan Chimed ◽  
...  

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Hans-Jonas Meyer ◽  
Anne Kathrin Höhn ◽  
Alexey Surov

Abstract Objectives The present study used dynamic-contrast enhanced MRI (DCE-MRI) to elucidate possible associations with tumor-infiltrating lymphocytes (TIL), stroma ratio and vimentin expression in head and neck squamous cell cancer (HNSCC). Methods Overall, 26 patients with primary HNSCC of different localizations were involved in the study. DCE-MRI was obtained on a 3 T MRI and analyzed with a whole lesion measurement using a histogram approach. TIL- and vimentin-expression was calculated on bioptic samples before any form of treatment. P16 staining was used to define HPV-status. Results Tumor-stroma ratio correlated with entropy derived from Ktrans (r = − 0.52, p = 0.0071) and with kurtosis derived from Ve (r = − 0.53, p = 0.0058). Several Ve derived parameters correlated with expression of TIL within the stroma compartment. TIL within the tumor compartment correlated with entropy derived from Ktrans (r = 0.39, p = 0.047), p90 derived from Ve (r = 0.41, p = 0.036) and skewness derived from Ve (r = 0.41, p = 0.037). Furthermore, these associations were different between HPV positive and negative tumors. Conclusions DCE-MRI might be able to reflect tumor compartments and TIL expression in HNSCC. The most promising parameters were values derived from Ktrans and Ve.


2011 ◽  
Vol 227 (2) ◽  
pp. 467-473 ◽  
Author(s):  
Santanu Dasgupta ◽  
Rupesh Dash ◽  
Swadesh K. Das ◽  
Devanand Sarkar ◽  
Paul B. Fisher

2013 ◽  
Vol 34 (8) ◽  
pp. 1632-1636 ◽  
Author(s):  
M. McDermott ◽  
M. Hughes ◽  
T. Rath ◽  
J.T. Johnson ◽  
D.E. Heron ◽  
...  

2003 ◽  
Vol 129 (11) ◽  
pp. 1173 ◽  
Author(s):  
David L. Schwartz ◽  
Joseph Rajendran ◽  
Bevan Yueh ◽  
Marc Coltrera ◽  
Yoshimi Anzai ◽  
...  

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