Contrast-Enhanced CT Texture Analysis in Colon Cancer: Correlation with Genetic Markers

Background: The purpose of the study was to determine whether contrast-enhanced CT texture features relate to, and can predict, the presence of specific genetic mutations involved in CRC carcinogenesis. Materials and methods: This retrospective study analyzed the pre-operative CT in the venous phase...

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Veröffentlicht in:Tomography (Ann Arbor) 2022-08, Vol.8 (5), p.2193-2201
Hauptverfasser: Crimì, Filippo, Zanon, Chiara, Cabrelle, Giulio, Luong, Kim Duyen, Albertoni, Laura, Bao, Quoc Riccardo, Borsetto, Marta, Baratella, Elisa, Capelli, Giulia, Spolverato, Gaya, Fassan, Matteo, Pucciarelli, Salvatore, Quaia, Emilio
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Sprache:eng
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Zusammenfassung:Background: The purpose of the study was to determine whether contrast-enhanced CT texture features relate to, and can predict, the presence of specific genetic mutations involved in CRC carcinogenesis. Materials and methods: This retrospective study analyzed the pre-operative CT in the venous phase of patients with CRC, who underwent testing for mutations in the KRAS, NRAS, BRAF, and MSI genes. Using a specific software based on CT images of each patient, for each slice including the tumor a region of interest was manually drawn along the margin, obtaining the volume of interest. A total of 56 texture parameters were extracted that were compared between the wild-type gene group and the mutated gene group. A p-value of
ISSN:2379-139X
2379-1381
2379-139X
DOI:10.3390/tomography8050184