Background: To evaluate whether a model based on radiomic and clinical features may be associated with lymph node (LN) status and overall survival (OS) in lung cancer (LC) patients; to evaluate whether CT reconstruction algorithms may influence the model performance. Methods: patients operated on for LC with a pathological stage up to T3N1 were retrospectively selected and divided into training and validation sets. For the prediction of positive LNs and OS, the Least Absolute Shrinkage and Selection Operator (LASSO) logistic regression model was used; univariable and multivariable logistic regression analysis assessed the association of clinical-radiomic variables and endpoints. All tests were repeated after dividing the groups according to the CT reconstruction algorithm. p-values < 0.05 were considered significant. Results: 270 patients were included and divided into training (n = 180) and validation sets (n = 90). Transfissural extension was significantly associated with positive LNs. For OS prediction, high- and low-risk groups were different according to the radiomics score, also after dividing the two groups according to reconstruction algorithms. Conclusions: a combined clinical–radiomics model was not superior to a single clinical or single radiomics model to predict positive LNs. A radiomics model was able to separate high-risk and low-risk patients for OS; CTs reconstructed with Iterative Reconstructions (IR) algorithm showed the best model performance.
Pneumatosis cystoides intestinalis (PCI) is a rare condition characterized by the presence of gas-filled cysts in the subserosa or submucosa of the bowel wall. It is associated with various disorders including chronic obstructive pulmonary diseases, autoimmune disorders, and organ transplantation. PCI has also been observed following Hematopoietic Stem Cell Transplantation (HSCT), associated with chemotherapy, acute Graft versus Host Disease (GvHD), immunosuppression, and infections. Computed tomography (CT) provides an easy diagnosis because it highlights the presence of air bubbles in the intestinal wall and possible pneumoperitoneum. We report the case of a patient with severe acquired medullary aplasia undergoing allogeneic HSCT with subsequent development of cutaneous GvHD and an incidental finding of PCI during a CT scan of the chest in absence of gastrointestinal symptoms. Our work aims at clarifying a possible complication in pediatric patients undergoing HSCT to guide young or non-pediatric radiologists in the identification of this rare condition, helping the clinician in the correct conservative management of these patients and reserving the surgical treatment only to specific complications.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.