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Research ArticleClinical Studies

CT Texture Analysis and Node-RADS CT Score of Lymph Nodes in Patients With Perihilar Cholangiocarcinoma

JAKOB LEONHARDI, ARSEN SABANOV, BENEDIKT SCHNARKOWSKI, ANNE-KATHRIN HOEHN, ROBERT SUCHER, DANIEL SEEHOFER, TIMM DENECKE and HANS-JONAS MEYER
Anticancer Research November 2023, 43 (11) 5089-5097; DOI: https://doi.org/10.21873/anticanres.16709
JAKOB LEONHARDI
1Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany;
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ARSEN SABANOV
2Department of Visceral and Transplantation Surgery, University Hospital Leipzig, University of Leipzig, Leipzig, Germany;
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BENEDIKT SCHNARKOWSKI
1Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany;
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ANNE-KATHRIN HOEHN
3Department of Pathology, University Hospital Leipzig, University of Leipzig, Leipzig, Germany
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ROBERT SUCHER
2Department of Visceral and Transplantation Surgery, University Hospital Leipzig, University of Leipzig, Leipzig, Germany;
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DANIEL SEEHOFER
2Department of Visceral and Transplantation Surgery, University Hospital Leipzig, University of Leipzig, Leipzig, Germany;
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TIMM DENECKE
1Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany;
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HANS-JONAS MEYER
1Department of Diagnostic and Interventional Radiology, University of Leipzig, Leipzig, Germany;
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  • For correspondence: Hans-jonas.meyer@medizin.uni-leipzig.de
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Abstract

Background/Aim: Texture analysis can provide quantitative imaging markers from computed tomography (CT) images. The Node-RADS classification was recently published as a classification system to better characterize lymph nodes in oncological imaging. The present analysis investigated the diagnostic benefit of CT texture analysis and the Node-RADS classification to categorize and stage lymph nodes in patients with perihilar cholangiocarcinoma. Patients and Methods: Overall, 25 patients (n=9 females, 36%) with a mean age of 72.4±8.1 years were included. All patients were surgically resected and the lymph nodes were histopathologically analyzed. CT-texture analysis was performed with the Mazda package. All investigated lymph nodes were scored in accordance with the Node-RADS classification. Results: Regarding lymph node discrimination (N− versus N+), Node-RADS classification achieved an area under the curve (AUC) of 0.86 resulting in a sensitivity of 78% and a specificity of 86%. Multiple investigated texture features were different between negative and positive lymph nodes. The “S(0,1)SumVarnc” achieved the best AUC of 0.75 resulting in a sensitivity of 0.91 and a specificity of 0.67. Correlation analysis showed various statistically significant associations between CT texture features and Node-RADS score. Conclusion: Several CT texture features and the Node-RADS score derived from preoperative staging CT were associated with the malignancy of the hilar lymph nodes and might aid for preoperative staging. This could change surgical treatment planning in hilar cholangiocarcinoma.

Key Words:
  • Computed tomography
  • lymph node
  • cholangiocarcinoma
  • texture
  • Received July 30, 2023.
  • Revision received October 9, 2023.
  • Accepted October 11, 2023.
  • Copyright © 2023 International Institute of Anticancer Research (Dr. George J. Delinasios), All rights reserved.
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Anticancer Research: 43 (11)
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November 2023
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CT Texture Analysis and Node-RADS CT Score of Lymph Nodes in Patients With Perihilar Cholangiocarcinoma
JAKOB LEONHARDI, ARSEN SABANOV, BENEDIKT SCHNARKOWSKI, ANNE-KATHRIN HOEHN, ROBERT SUCHER, DANIEL SEEHOFER, TIMM DENECKE, HANS-JONAS MEYER
Anticancer Research Nov 2023, 43 (11) 5089-5097; DOI: 10.21873/anticanres.16709

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CT Texture Analysis and Node-RADS CT Score of Lymph Nodes in Patients With Perihilar Cholangiocarcinoma
JAKOB LEONHARDI, ARSEN SABANOV, BENEDIKT SCHNARKOWSKI, ANNE-KATHRIN HOEHN, ROBERT SUCHER, DANIEL SEEHOFER, TIMM DENECKE, HANS-JONAS MEYER
Anticancer Research Nov 2023, 43 (11) 5089-5097; DOI: 10.21873/anticanres.16709
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