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Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature
Background: We present a case series of Neuroendocrine Carcinoma of the Urinary Bladder (NECB) to analyse their radiologic appearance on CT, find a “Radiomic signature”, and review the current literature. Methods: 14 CT cases of NECB were reviewed and compared with a control group of 42 patients wit...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607129/ https://www.ncbi.nlm.nih.gov/pubmed/37892647 http://dx.doi.org/10.3390/jcm12206510 |
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author | Coppola, Andrea Gatta, Tonia Pini, Giacomo Maria Scordi, Giorgia Fontana, Federico Piacentino, Filippo Minici, Roberto Laganà, Domenico Basile, Antonio Dehò, Federico Carcano, Giulio Franzi, Francesca Uccella, Silvia Sessa, Fausto Venturini, Massimo |
author_facet | Coppola, Andrea Gatta, Tonia Pini, Giacomo Maria Scordi, Giorgia Fontana, Federico Piacentino, Filippo Minici, Roberto Laganà, Domenico Basile, Antonio Dehò, Federico Carcano, Giulio Franzi, Francesca Uccella, Silvia Sessa, Fausto Venturini, Massimo |
author_sort | Coppola, Andrea |
collection | PubMed |
description | Background: We present a case series of Neuroendocrine Carcinoma of the Urinary Bladder (NECB) to analyse their radiologic appearance on CT, find a “Radiomic signature”, and review the current literature. Methods: 14 CT cases of NECB were reviewed and compared with a control group of 42 patients with high-grade non-neuroendocrine bladder neoplasm for the following parameters: ring enhancement; implantation site; dimensions; density; margins; central necrosis; calcifications; number of lesions; wall thickness; depth of invasion in the soft tissue; invasion of fat tissue; invasion of adjacent organs; lymph-node involvement; abdominal organ metastasis. To extract radiomic features, volumes of interest of bladder lesions were manually delineated on the portal-venous phase. The radiomic features of the two groups were identified and compared. Results: Statistical differences among NECB and control group were found in the prevalence of male sex (100% vs. 69.0%), hydronephrosis (71.4% vs. 33.3%), mean density of the mass (51.01 ± 15.48 vs. 76.27 ± 22.26 HU); product of the maximum diameters on the axial plane (38.1 ± 59.3 vs. 14.44 ± 12.98 cm2) in the control group, trigonal region involvement (78.57% vs. 19.05%). About the radiomic features, Student’s t-test showed significant correlation for the variables: “DependenceNonUniformity” (p: 0.048), “JointAverage” (p: 0.013), “LargeAreaLowGrayLevelEmphasis” (p: 0.014), “Maximum2DDiameterColumn” (p: 0.04), “Maximum 2DDiameterSlice” (p: 0.007), “MeanAbsoluteDeviation” (p: 0.021), “BoundingBoxA” (p: 0.022) and “CenterOfMassB” (p: 0.007). Conclusions: There is a typical pattern (male patient, large mass, trigonal area involvement) of NECB presentation on contrast-enhanced CT. Certain morphological characteristics and encouraging results about Radiomic features can help define the diagnosis. |
format | Online Article Text |
id | pubmed-10607129 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106071292023-10-28 Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature Coppola, Andrea Gatta, Tonia Pini, Giacomo Maria Scordi, Giorgia Fontana, Federico Piacentino, Filippo Minici, Roberto Laganà, Domenico Basile, Antonio Dehò, Federico Carcano, Giulio Franzi, Francesca Uccella, Silvia Sessa, Fausto Venturini, Massimo J Clin Med Article Background: We present a case series of Neuroendocrine Carcinoma of the Urinary Bladder (NECB) to analyse their radiologic appearance on CT, find a “Radiomic signature”, and review the current literature. Methods: 14 CT cases of NECB were reviewed and compared with a control group of 42 patients with high-grade non-neuroendocrine bladder neoplasm for the following parameters: ring enhancement; implantation site; dimensions; density; margins; central necrosis; calcifications; number of lesions; wall thickness; depth of invasion in the soft tissue; invasion of fat tissue; invasion of adjacent organs; lymph-node involvement; abdominal organ metastasis. To extract radiomic features, volumes of interest of bladder lesions were manually delineated on the portal-venous phase. The radiomic features of the two groups were identified and compared. Results: Statistical differences among NECB and control group were found in the prevalence of male sex (100% vs. 69.0%), hydronephrosis (71.4% vs. 33.3%), mean density of the mass (51.01 ± 15.48 vs. 76.27 ± 22.26 HU); product of the maximum diameters on the axial plane (38.1 ± 59.3 vs. 14.44 ± 12.98 cm2) in the control group, trigonal region involvement (78.57% vs. 19.05%). About the radiomic features, Student’s t-test showed significant correlation for the variables: “DependenceNonUniformity” (p: 0.048), “JointAverage” (p: 0.013), “LargeAreaLowGrayLevelEmphasis” (p: 0.014), “Maximum2DDiameterColumn” (p: 0.04), “Maximum 2DDiameterSlice” (p: 0.007), “MeanAbsoluteDeviation” (p: 0.021), “BoundingBoxA” (p: 0.022) and “CenterOfMassB” (p: 0.007). Conclusions: There is a typical pattern (male patient, large mass, trigonal area involvement) of NECB presentation on contrast-enhanced CT. Certain morphological characteristics and encouraging results about Radiomic features can help define the diagnosis. MDPI 2023-10-13 /pmc/articles/PMC10607129/ /pubmed/37892647 http://dx.doi.org/10.3390/jcm12206510 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Coppola, Andrea Gatta, Tonia Pini, Giacomo Maria Scordi, Giorgia Fontana, Federico Piacentino, Filippo Minici, Roberto Laganà, Domenico Basile, Antonio Dehò, Federico Carcano, Giulio Franzi, Francesca Uccella, Silvia Sessa, Fausto Venturini, Massimo Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature |
title | Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature |
title_full | Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature |
title_fullStr | Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature |
title_full_unstemmed | Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature |
title_short | Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature |
title_sort | neuroendocrine carcinoma of the urinary bladder: ct findings and radiomics signature |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607129/ https://www.ncbi.nlm.nih.gov/pubmed/37892647 http://dx.doi.org/10.3390/jcm12206510 |
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