Added value of quantitative parameters derived from dual-layer spectral detector computed tomography for diagnosing metastatic cervical lymph nodes in patients with papillary thyroid cancer

被引:1
作者
Zhou, Yan [1 ]
Xu, Yong-Kang [1 ]
Geng, Di [1 ]
Su, Guo-Yi [1 ]
Chen, Xing-Biao [2 ]
Si, Yan [3 ]
Shen, Mei-Ping [3 ]
Xu, Xiao-Quan [1 ]
Wu, Fei-Yun [1 ]
机构
[1] Med Univ, Dept Radiol, Affiliated Hosp Nanjing 1, 300 Guangzhou Rd, Nanjing, Peoples R China
[2] Philips Healthcare Ltd, Sect Clin Res, Shanghai, Peoples R China
[3] Nanjing Med Univ, Affiliated Hosp 1, Dept Thyroid Surg, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Papillary thyroid cancer; Lymph node; Metastasis; Spectral computed tomography; Iodine concentration; ENERGY CT; IODINE QUANTIFICATION; PRINCIPLES; ACCURACY; INSIGHTS; NODULES;
D O I
10.1007/s42058-022-00112-7
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
ObjectiveTo investigate the added value of quantitative parameters derived from dual-layer spectral detector computed tomography (SDCT) for diagnosing metastatic cervical lymph nodes (LNs) in patients with papillary thyroid cancer (PTC).MethodsA total of 219 cervical LNs (121 non-metastatic and 98 metastatic) were enrolled from 73 patients with PTC. Conventional CT image features including enlarged size, abnormal enhancement, calcification, cystic change and extranodal extension were evaluated. SDCT-derived quantitative parameters including normalized iodine concentration (NIC), effective atomic number (Z(eff-c)) and slope of energy spectrum curve (& lambda;(HU)) in both arterial phase and venous phase were measured and calculated. The & chi;2 or Fisher's precision probability test was used to compare qualitative CT image features. Mann-Whitney U test was used to compare quantitative parameters. Multivariate logistic regression analysis was applied to build three models based on conventional features (model 1), quantitative parameters (model 2) and their combination (model 3). ROC curves analysis was used to assess and compare the diagnostic performances.ResultsMetastatic LNs demonstrated significantly higher NIC, Z(eff-c), and & lambda;(HU) in both arterial phase and venous phase than non-metastatic LNs (all P < 0.001). Model 1 = - 1.477 + 1.902 x abnormal enhancement + 2.414 x calcification. Model 2 = - 4.818 + 10.951 x arterial phase NIC + 0.836 x arterial phase & lambda;(HU). Model 3 = - 4.991 + 0.562 x abnormal enhancement + 2.380 x calcification + 10.624 x arterial phase NIC + 0.779 x arterial phase & lambda;(HU). Model 3 showed the best performance (AUC = 0.958), followed by model 2 (AUC = 0.954). Both these two models overperformed model 1 (AUC = 0.740) (both P < 0.001).ConclusionCompared with conventional CT image features alone, adding quantitative parameters derived from SDCT could improve the performance in diagnosing metastatic cervical LNs in patients with PTC.
引用
收藏
页码:32 / 40
页数:9
相关论文
共 33 条
[1]   Oncologic Applications of Dual-Energy CT in the Abdomen [J].
Agrawal, Mukta D. ;
Pinho, Daniella F. ;
Kulkarni, Naveen M. ;
Hahn, Peter F. ;
Guimaraes, Alexander R. ;
Sahani, Dushyant V. .
RADIOGRAPHICS, 2014, 34 (03) :589-612
[2]   Clinical Utility of Dual-Energy CT in the Evaluation of Solitary Pulmonary Nodules: Initial Experience [J].
Chae, Eun Jin ;
Song, Jae-Woo ;
Seo, Joon Beom ;
Krauss, Bernhard ;
Jang, Yu Mi ;
Song, Koun-Sik .
RADIOLOGY, 2008, 249 (02) :671-681
[3]   Diagnostic performance of CT in detection of metastatic cervical lymph nodes in patients with thyroid cancer: a systematic review and meta-analysis [J].
Cho, Se Jin ;
Suh, Chong Hyun ;
Baek, Jung Hwan ;
Chung, Sae Rom ;
Choi, Young Jun ;
Lee, Jeong Hyun .
EUROPEAN RADIOLOGY, 2019, 29 (09) :4635-4647
[4]   The Effects of Iodine Attenuation on Pulmonary Nodule Volumetry using Novel Dual-Layer Computed Tomography Reconstructions [J].
den Harder, A. M. ;
Bangert, F. ;
van Hamersvelt, R. W. ;
Leiner, T. ;
Milles, Julien ;
Schilham, A. M. R. ;
Willemink, M. J. ;
de Jong, P. A. .
EUROPEAN RADIOLOGY, 2017, 27 (12) :5244-5251
[5]   Added value of spectral parameters for the assessment of lymph node metastasis of lung cancer with dual-layer spectral detector computed tomography [J].
Gao, Lu ;
Lu, Xiaomei ;
Wen, Qingyun ;
Hou, Yang .
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2021, 11 (06) :2622-2633
[6]   2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer [J].
Haugen, Bryan R. ;
Alexander, Erik K. ;
Bible, Keith C. ;
Doherty, Gerard M. ;
Mandel, Susan J. ;
Nikiforov, Yuri E. ;
Pacini, Furio ;
Randolph, Gregory W. ;
Sawka, Anna M. ;
Schlumberger, Martin ;
Schuff, Kathryn G. ;
Sherman, Steven I. ;
Sosa, Julie Ann ;
Steward, David L. ;
Tuttle, R. Michael ;
Wartofsky, Leonard .
THYROID, 2016, 26 (01) :1-133
[7]   Value of Dual-Energy Computed Tomography for Diagnosing Cervical Lymph Node Metastasis in Patients With Papillary Thyroid Cancer [J].
He, Muzhen ;
Lin, Cailing ;
Yin, Lei ;
Lin, Yang ;
Zhang, Shengjian ;
Ma, Mingping .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2019, 43 (06) :970-975
[8]   Lymphatic endothelial cells, tumor lymphangiogenesis and metastasis: New insights into intratumoral and peritumoral lymphatics [J].
Ji, Rui-Cheng .
CANCER AND METASTASIS REVIEWS, 2006, 25 (04) :677-694
[9]   A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research [J].
Koo, Terry K. ;
Li, Mae Y. .
JOURNAL OF CHIROPRACTIC MEDICINE, 2016, 15 (02) :155-163
[10]   Papillary Thyroid Cancer: Dual-Energy Spectral CT Quantitative Parameters for Preoperative Diagnosis of Metastasis to the Cervical Lymph Nodes [J].
Liu, Xuewen ;
Ouyang, Dian ;
Li, Hui ;
Zhang, Rong ;
Lv, Yanchun ;
Yang, Ankui ;
Xie, Chuanmiao .
RADIOLOGY, 2015, 275 (01) :167-176