Lymph Node Staging by CT Texture Analysis in Patients with Sigmoid Cancer

dc.contributor.authorYildirim, Mustafa
dc.contributor.authorBaykara, Murat
dc.date.accessioned2026-08-12T17:08:03Z
dc.date.issued2023
dc.departmentFırat Üniversitesi
dc.description.abstractObjective: Accurate radiological staging of colon cancer is essential for appropriately selecting patients who might benefit from neoadjuvant chemotherapy. Lymph node staging and the detection of metastatic lymph nodes form an integral part of the local staging. This study aimed to determine the efficacy of computed tomography texture analysis (CTTA) in characterizing lymph nodes in patients with sigmoid cancers. Materials andMethods: Forty-five patients diagnosed with sigmoid adenocarcinoma, who underwent computed tomography (CT) scans, were included in this retrospective study. Based on post-surgery histopathological results, 25 patients were classified as stage N1-2, and 20 patients were classified as stage N0. CTTA was conducted on 51 metastatic lymph nodes from the 25 N1-2 patients and 30 benign lymph nodes from the 20 N0 patients. Histogram analysis was employed to calculate texture features, and the texture features of both groups were statistically compared. Receiver operating characteristic (ROC) analysis was used to evaluate the predictive performance of the parameters.Results: The maximum of the histogram, 99th percentile of the histogram, and entropy values were significantly higher in the metastatic lymph nodes. Conversely, skewness, uniformity, and kurtosis values were significantly higher in benign lymph nodes (p<0.05). ROC analysis for uniformity and skewness revealed area under the curve (AUC) values of 0.904 and 0.909, respectively.Conclusion: In patients with sigmoid cancer, CTTA can serve as a useful tool for lymph node staging.
dc.identifier.doi10.14744/cpr.2023.69775
dc.identifier.endpage564
dc.identifier.issn2980-2156
dc.identifier.issue6
dc.identifier.orcid0000-0001-6874-9294
dc.identifier.orcid0000-0003-2588-9013
dc.identifier.pmid41256755
dc.identifier.startpage558
dc.identifier.trdizinid1252001
dc.identifier.urihttps://doi.org/10.14744/cpr.2023.69775
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1252001
dc.identifier.urihttps://hdl.handle.net/11508/49897
dc.identifier.volume45
dc.identifier.wosWOS:001099813500001
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakTR-Dizin
dc.indekslendigikaynakPubMed
dc.language.isoen
dc.publisherErciyes Univ Sch Medicine
dc.relation.ispartofJournal of Clinical Practice and Research
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20260511
dc.subjectAnalysis in Patients with
dc.subjectSigmoid cancer
dc.subjectCT
dc.subjecttexture analysis
dc.subjectlymph node
dc.subjectstaging
dc.titleLymph Node Staging by CT Texture Analysis in Patients with Sigmoid Cancer
dc.typeArticle

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