Added value of arterial enhancement fraction derived from dual-energy computed tomography for preoperative diagnosis of cervical lymph node metastasis in papillary thyroid cancer: initial results.
retrospective_cohort · Level III
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- Also identified by DOI 10.1007/s00330-023-10109-0.
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Abstract
To explore the added value of arterial enhancement fraction (AEF) derived from dual-energy computed tomography CT (DECT) to conventional image features for diagnosing cervical lymph node (LN) metastasis in papillary thyroid cancer (PTC). A total of 273 cervical LNs (153 non-metastatic and 120 metastatic) were recruited from 92 patients with PTC. Qualitative image features of LNs were assessed. Both single-energy CT (SECT)-derived AEF (AEF<sub>S</sub>) and DECT-derived AEF (AEF<sub>D</sub>) were calculated. Correlation between AEF<sub>D</sub> and AEF<sub>S</sub> was determined using Pearson's correlation coefficient. Multivariate logistic regression analysis with the forward variable selection method was used to build three models (conventional features, conventional features + AEF<sub>S</sub>, and conventional features + AEF<sub>D</sub>). Diagnostic performances were evaluated using receiver operating characteristic (ROC) curve analyses. Abnormal enhancement, calcification, and cystic change were chosen to build model 1 and the model provided moderate diagnostic performance with an area under the ROC curve (AUC) of 0.675. Metastatic LNs demonstrated both significantly higher AEF<sub>D</sub> (1.14 vs 0.48; p < 0.001) and AEF<sub>S</sub> (1.08 vs 0.38; p < 0.001) than non-metastatic LNs. AEF<sub>D</sub> correlated well with AEF<sub>S</sub> (r = 0.802; p < 0.001), and exhibited comparable performance with AEF<sub>S</sub> (AUC, 0.867 vs 0.852; p = 0.628). Combining CT image features with AEF<sub>S</sub> (model 2) and AEF<sub>D</sub> (model 3) could significantly improve diagnostic performances (AUC, 0.865 vs 0.675; AUC, 0.883 vs 0.675; both p < 0.001). AEF<sub>D</sub> correlated well with AEF<sub>S</sub>, and exhibited comparable performance with AEF<sub>S</sub>. Integrating qualitative CT image features with both AEF<sub>S</sub> and AEF<sub>D</sub> could further improve the ability in diagnosing cervical LN metastasis in PTC. Arterial enhancement fraction (AEF) values, especially AEF derived from dual-energy computed tomography, can help to diagnose cervical lymph node metastasis in patients with papillary thyroid cancer, and complement conventional CT image features for improved clinical decision making. • Metastatic cervical lymph nodes (LNs) demonstrated significantly higher arterial enhancement fraction (AEF) derived from dual-energy computed tomography (DECT) and single-energy CT (SECT)-derived AEF (AEF<sub>S</sub>) than non-metastatic LNs in patients with papillary thyroid cancer. • DECT-derived AEF (AEF<sub>D</sub>) correlated significantly with AEF<sub>S</sub>, and exhibited comparable performance with AEF<sub>S</sub>. • Integrating qualitative CT images features with both AEF<sub>S</sub> and AEF<sub>D</sub> could further improve the differential ability.
Medical subject headings
- Tomography, X-Ray Computed
- Thyroid Neoplasms