Imaging features in post-operative lung cancer recurrence

Author(s):  
Monia Attia ◽  
Henda Neji ◽  
Mariem Affes ◽  
Soumaya Ben Saad ◽  
Houda Gharsalli ◽  
...  
2017 ◽  
Author(s):  
Daryoush Saeed-Vafa ◽  
Rafael Bravo ◽  
Jamie A. Dean ◽  
Asmaa El-Kenawi ◽  
Nathaniel Mon Père ◽  
...  

AbstractImmune therapies have shown promise in a number of cancers, and clinical trials using the anti-PD-L1/PD-1 checkpoint inhibitor in lung cancer have been successful for a number of patients. However, some patients either do not respond to the treatment or have cancer recurrence after an initial response. It is not clear which patients might fall into these categories or what mechanisms are responsible for treatment failure. To explore the different underlying biological mechanisms of resistance, we created a spatially explicit mathematical model with a modular framework. This construction enables different potential mechanisms to be turned on and off in order to adjust specific tumor and tissue interactions to match a specific patient's disease. In parallel, we developed a software suite to identify significant computed tomography (CT) imaging features correlated with outcome using data from an anti-PDL-1 checkpoint inhibitor clinical trial for lung cancer and a tool that extracts these features from both patient CT images and “virtual CT” images created from the cellular density profile of the model. The combination of our two toolkits provides a framework that feeds patient data through an iterative pipeline to identify predictive imaging features associated with outcome, whilst at the same time proposing hypotheses about the underlying resistance mechanisms.


2021 ◽  
pp. 030089162110200
Author(s):  
Giulio Luca Rosboch ◽  
Edoardo Ceraolo ◽  
Ilaria De Domenici ◽  
Francesco Guerrera ◽  
Eleonora Balzani ◽  
...  

Objective: The choice of analgesia after cancer surgery may play a role in the onset of cancer recurrence. Particularly opioids seem to promote cancer cell proliferation and migration. Based on this consideration, we assessed the impact of perioperative analgesia choice on cancer recurrence after curative surgery for stage I non-small cell lung cancer (NSCLC). Methods: We retrospectively reviewed the records of all patients undergoing lung resection for stage I NSCLC between January 2005 and December 2012. Patients received analgesia either by peridural (PERI group) or intravenous analgesia with opioids (EV group). Follow-up was concluded in August 2019. Five-year cumulative incidence of recurrence and overall survival were evaluated and adjusted using a propensity score matching method. Results: A total of 382 patients were evaluated, 312 belonging to the PERI group (81.7%) and 70 to the EV group (18.3%). There was no statistically significant difference between the two groups in 5-year cumulative incidence of recurrence ( p = 0.679) or overall survival rates ( p = 0.767). These results were confirmed after adjustment for propensity score matching for cumulative incidence of recurrence ( p = 0.925) or overall survival ( p = 0.663). Conclusions: We found no evidence suggesting an association between perioperative analgesia choice and recurrence-free survival or overall survival in patients undergoing surgical resection of stage I NSCLC.


2016 ◽  
Author(s):  
Sarah A. Mattonen ◽  
Carol Johnson ◽  
David A. Palma ◽  
George Rodrigues ◽  
Alexander V. Louie ◽  
...  

2017 ◽  
Vol 12 (1) ◽  
pp. S474-S475 ◽  
Author(s):  
Ilke Tunali ◽  
Jhanelle Gray ◽  
Jin Qi ◽  
Mahmoud Abdullah ◽  
Yoganand Balagurunathan ◽  
...  

Cancers ◽  
2020 ◽  
Vol 12 (3) ◽  
pp. 693 ◽  
Author(s):  
Subba R. Digumarthy ◽  
Dexter P. Mendoza ◽  
Jessica J. Lin ◽  
Marguerite Rooney ◽  
Andrew Do ◽  
...  

Rearranged during transfection proto-oncogene (RET) fusions represent a potentially targetable oncogenic driver in non-small cell lung cancer (NSCLC). Imaging features and metastatic patterns of advanced RET fusion-positive (RET+) NSCLC are not well established. Our goal was to compare the imaging features and patterns of metastases in RET+, ALK+ and ROS1+ NSCLC. Patients with RET+, ALK+, or ROS1+ NSCLC seen at our institution between January 2014 and December 2018 with available pre-treatment imaging were identified. The clinicopathologic features, imaging characteristics, and the distribution of metastases were reviewed and compared. We identified 215 patients with NSCLC harboring RET, ALK, or ROS1 gene fusion (RET = 32; ALK = 116; ROS1 = 67). Patients with RET+ NSCLC were older at presentation compared to ALK+ and ROS1+ patients (median age: RET = 64 years; ALK = 51 years, p < 0.001; ROS = 54 years, p = 0.042) and had a higher frequency of neuroendocrine histology (RET = 12%; ALK = 2%, p = 0.025; ROS1 = 0%, p = 0.010). Primary tumors in RET+ patients were more likely to be peripheral (RET = 69%; ALK = 47%, p = 0.029; ROS1 = 36%, p = 0.003), whereas lobar location, size, and density were comparable across the three groups. RET+ NSCLC was associated with a higher frequency of brain metastases at diagnosis compared to ROS1+ NSCLC (RET = 32%, ROS1 = 10%; p = 0.039. Metastatic patterns were otherwise similar across the three molecular subgroups, with high incidences of lymphangitic carcinomatosis, pleural metastases, and sclerotic bone metastases. RET+ NSCLC shares several distinct radiologic features and metastatic spread with ALK+ and ROS1+ NSCLC. These features may suggest the presence of RET fusions and help identify patients who may benefit from further molecular genotyping.


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