scholarly journals Preoperative CT texture features predict prognosis after curative resection in pancreatic cancer

2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Hyung Sun Kim ◽  
Young Jae Kim ◽  
Kwang Gi Kim ◽  
Joon Seong Park

AbstractPancreatic cancer is a lethal disease, and resistance to chemotherapy is a critical factor influencing the postoperative prognosis. Tumour heterogeneity is an important indicator of chemoresistance. Therefore, we analysed tumour heterogeneity in preoperative computed tomography scans by performing texture analysis using the grey-level run-length matrix and analysed the correlation of survival with the value obtained in these analyses. We analysed 116 consecutive patients who underwent curative resection and had preoperative contrast-enhanced computed tomography data available for analysis. A region of interest was drawn on all slices with a visible tumour and normal pancreas on the arterial phase computed tomography scans; the correlation of pathological characteristics with grey-level run-length matrix features was analysed. We then performed Kaplan–Meier survival curve analysis among pancreatic cancer patients. The grey-level non-uniformity values in grey-level run-length matrix features for tumours were higher than those for normal pancreas. High grey-level non-uniformity values represent a non-uniform texture, i.e., heterogeneity. Grey-level run-length matrix features showed that recurrence-free survival was shorter in the group with high grey-level non-uniformity 135 values (p = 0.025). Our analyses of the correlation between pathological outcomes and grey-level run-length matrix features in pancreatic cancer patients showed that grey-level non-uniformity values were powerful prognostic indicators.

2017 ◽  
Vol 25 (5) ◽  
pp. 1571-1577 ◽  
Author(s):  
Carmen P. Escalante ◽  
Gregory W. Gladish ◽  
Wei Qiao ◽  
Ali Zalpour ◽  
Binara Assylbekova ◽  
...  

2016 ◽  
Vol 21 (8) ◽  
pp. 995-1001 ◽  
Author(s):  
Martha W. Hollander ◽  
Nico‐Derk L. Westerink ◽  
Sjoukje Lubberts ◽  
Alfons H.H. Bongaerts ◽  
Rienhart F.E. Wolf ◽  
...  

Author(s):  
Yusuke Nakayama ◽  
Naoto Gotohda ◽  
Shinichiro Takahashi ◽  
Masaru Konishi ◽  
Ryuichi Hayashi

Abstract Objective: The aim of this study was to determine the relationship between the values of several systemic inflammatory markers and the prognosis in pancreatic cancer patients treated by curative resection followed by adjuvant chemotherapy. Methods: A total of 110 pancreatic cancer patients who treated by curative resection followed by adjuvant chemotherapy were reviewed for this study. Univariate and multivariate analyses were performed to identify the clinicopathological factors influencing the overall survival, including the neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), Glasgow prognostic score (GPS), and the direction of change of the NLR (increase or decrease) after one cycle of adjuvant chemotherapy as compared to the value recorded prior to the start of the chemotherapy. Results: A multivariate analysis identified only the direction of change of the NLR after the first cycle of adjuvant chemotherapy as an independent risk factor for the overall survival (NLR decrease vs. NLR increase, HR=1.925; P=0.044). The NLR, PLR and GPS were not identified as significant predictors of the overall survival. Conclusions: The direction of change of the NLR after the first cycle of adjuvant chemotherapy may help in predicting the effect of chemotherapy in pancreatic cancer patients treated by curative resection followed by adjuvant chemotherapy.


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