scholarly journals The prognostic value of preoperative FDG-PET/CT metabolic parameters in cervical cancer patients

Author(s):  
Vikram Rao Bollineni ◽  
Sigmund Ytre-Hauge ◽  
Ankush Gulati ◽  
Mari K. Halle ◽  
Kathrine Woie ◽  
...  
2021 ◽  
Author(s):  
Gun Oh Chong ◽  
Shin-Hyung Park ◽  
Shin Young Jeong ◽  
Su Jeong Kim ◽  
Jee Young Park ◽  
...  

Abstract ObjectiveThe aim of this study was to compare radiomics feature on 18F-FDG PET/CT and intratumoral heterogeneity according to tumor budding (TB) status and to develop predicting model for TB status using radiomics feature of 18F-FDG PET/CT in patients with cervical cancer.Materials and methodsA total of 76 cervical cancer patients who performed radical hysterectomy and preoperative 18F-FDG PET/CT were included. We assessed the status of intratumoral budding (ITP) and peritumoral budding (PTB) in all available hematoxylin and eosin-stained specimens. Three conventional metabolic parameters and a total of 59 features were extracted and analyzed. Univariate analysis was used to identify significant metabolic parameters and radiomics findings for TB status. Predicting model for TB status was built by the LASSO regularization.ResultsThe univariate analysis lead to the identification of 2 significant metabolic parameters and 12 significant radiomic features according to ITB status. Among these parameters, only compacity was remained in multivariate analysis for ITB status (odds ratio. 5.0047; 95% confidence interval, 1.1636 – 21.5253; p = 0.0305). Five radiomics features (Kurtosis, Compacity, Short-Zone Low Gray-level Emphasis, Coarseness, Low Gray-level Run Emphasis) were selected by the LASSO regularization and the predicting model for ITB status had a mean area under curve of 0.810 in training dataset and 0.794 in validation dataset.ConclusionRadiomics features on 18F-FDG PET/CT was associated with ITB status. The predicting model using radiomics features successfully predicted TB status in cervical cancer. The predicting models for ITB status may contribute to personalized medicine in the management of cervical cancer patients.


2016 ◽  
Vol 11 (1) ◽  
Author(s):  
Fernanda G. Herrera ◽  
Thomas Breuneval ◽  
John O. Prior ◽  
Jean Bourhis ◽  
Mahmut Ozsahin

2020 ◽  
Author(s):  
Romain Mallet ◽  
Romain Modzelewski ◽  
Justine Lequesne ◽  
Pierre Decazes ◽  
Hugues Auvray ◽  
...  

Abstract Background Sarcopenia is defined by a loss of skeletal muscle mass with or without loss of fat mass. Sarcopenia has been associated to reduced tolerance to treatment and worse prognosis in cancer patients, including patients undergoing surgery for limited oesophageal cancer. Concomitant chemo-radiotherapy is the standard treatment for locally-advanced tumour, not accessible to surgical resection. Using automated delineation of the skeletal muscle, we have investigated the prognostic value of sarcopenia in locally advanced oesophageal cancer patients treated by curative-intent chemo-radiotherapy. Methods The clinical, nutritional, anthropometric, and functional-imaging ( 18 FDG-PET/CT) data were collected in 97 patients treated between 2006 and 2012 in our institution (RTEP3). The skeletal muscle area was automatically delineated on cross-sectional CT images acquired at the 3 rd . lumbar vertebra level and divided by the patient’s squared height (SML3/h 2 ) to obtain the Skeletal Muscle Index (SMI). The primary endpoint was overall survival probability. Results Seventy-six deaths were reported. The median survival time was 27 [95% Confidence Interval 23 – 40] months for the whole population. Univariate analyses (Cox Proportional Hazard Model) showed decreased survival probabilities in patients with reduced SMI, WHO >0, Body Mass Index ≤21, and Nutritional Risk Index ≤97.5. Multivariate analyses showed that reduced SMI (Hazard Ratio 0.948 [0.919 - 0.978] and male sex (2.977 [1.427 - 6.213] were significantly associated to decreased survival. Using Receiver Operating Characteristics curves, the Area Under the Curve (AUC) was 0.73 in males (p=0.0002], the optimal threshold being 51.5 cm 2 /m 2 . In women, the AUC was 0.65 (p=0.19). Conclusion Sarcopenia is a powerful independent prognostic factor, associated with a rise of the overall mortality in patients treated exclusively by radiochemotherapy for a locally advanced oesophageal cancer. L3 CT images are easily gathered from 18 FDG-PET/CT acquisitions


2019 ◽  
Vol 64 (1) ◽  
pp. 87-95
Author(s):  
Yeye Zhou ◽  
Zhihui Hong ◽  
Min Zhou ◽  
Shibiao Sang ◽  
Bin Zhang ◽  
...  

Head & Neck ◽  
2012 ◽  
Vol 35 (1) ◽  
pp. 15-22 ◽  
Author(s):  
Seung Hwan Moon ◽  
Joon Young Choi ◽  
Hwan Joo Lee ◽  
Young-Ik Son ◽  
Chung-Hwan Baek ◽  
...  

2016 ◽  
Vol 5 (3) ◽  
pp. 216-222 ◽  
Author(s):  
Shigetaka Yagi ◽  
Tamaki Yahata ◽  
Yasushi Mabuchi ◽  
Yuko Tanizaki ◽  
Aya Kobayashi ◽  
...  

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