Department of Medical Imaging, the First Affiliated Hospital of Kunming Medical University, Kunming, China.
Department of Radiology, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Kunming, China.
Eur Radiol. 2024 Jan;34(1):16-25. doi: 10.1007/s00330-023-10004-8. Epub 2023 Aug 1.
To predict the probability of occult lymph node metastasis (OLNM) in the central cervical by analyzing the dual-energy computed tomography (DECT) parameters derived from papillary thyroid carcinoma (PTC).
Data were retrospectively collected from patients with pathologically confirmed PTC who underwent arterial and venous phases of enhanced DECT with concurrent central neck lymph node dissection (CLND). Three clinical features, three shape-related features, and twenty-six DECT-derived parameters were measured. The univariate and multivariate analyses were applied to select the relevant parameters and develop the nomogram.
A total 140 cases with negative diagnosis of cervical central lymph node metastases by preoperative evaluation were included, among which 88 patients with metastasis (OLNM +) and 52 patients without metastasis (OLNM -) were finally confirmed by pathology. (1) Anteroposterior/transverse diameter ratio (A/T) derived from the PTC focus had significant difference between the OLNM + and OLNM - groups (p < 0.05). (2) In the arterial phase, iodine concentration (IC), normalized iodine concentration (NIC), effective atomic number (Z), electron density (ED), and slope of energy curve (k) from PTC focus showed significant difference (all p < 0.05) between the two groups. In the venous phase, only the CT value under the 40 keV (HU40keV) had differences (p < 0.05). (3) The nomogram was produced to predict the probability of OLNM, and the AUC, sensitivity, and specificity in the training and test cohort were 0.830, 75.0%, 76.9%, and 0.829, 65.9%, 84.6%, respectively.
DECT parameters combined with shape-related feature derived from PTC might be used as predictors of OLNM in the central neck.
Preoperative imaging evaluation combining shape-related features and dual-energy CT parameters could serve as a reference to discern occult lymph node metastasis in central neck during the surgically planning of papillary thyroid carcinoma.
• Papillary thyroid carcinoma (PTC) patients may have occult lymph node metastasis (OLNM) in the central neck, which is extremely difficult to find by preoperative imaging examination. • Dual-energy CT quantitative evaluation has higher accuracy than conventional CT and can predicting OLNM in the central neck of PTC. • Dual-energy CT quantitative parameters and morphology of PTC can serve as a useful tool in predicting OLNM in the central neck, and as a guide for personalized treatment.
通过分析甲状腺乳头状癌(PTC)的双能 CT(DECT)参数,预测中央颈部隐匿性淋巴结转移(OLNM)的概率。
回顾性收集了经病理证实的 PTC 患者的数据,这些患者在进行增强 DECT 的动脉期和静脉期时同时进行了中央颈部淋巴结清扫术(CLND)。测量了三个临床特征、三个与形状相关的特征和 26 个 DECT 衍生参数。应用单变量和多变量分析选择相关参数并开发列线图。
共纳入 140 例术前评估中央颈部淋巴结无转移的患者,其中 88 例经病理证实有转移(OLNM+),52 例无转移(OLNM-)。(1)PTC 病灶的前后/横径比(A/T)在 OLNM+和 OLNM-组之间有显著差异(p<0.05)。(2)在动脉期,PTC 病灶的碘浓度(IC)、标准化碘浓度(NIC)、有效原子序数(Z)、电子密度(ED)和能量曲线斜率(k)在两组间有显著差异(均 p<0.05)。在静脉期,只有 40keV 下的 CT 值(HU40keV)有差异(p<0.05)。(3)制作了预测 OLNM 概率的列线图,在训练和测试队列中的 AUC、敏感性和特异性分别为 0.830、75.0%、76.9%和 0.829、65.9%、84.6%。
PTC 的 DECT 参数结合形态相关特征可作为中央颈部 OLNM 的预测因子。
术前影像学评估结合形态相关特征和双能 CT 参数可作为甲状腺乳头状癌手术规划中辨别中央颈部隐匿性淋巴结转移的参考。
• 甲状腺乳头状癌(PTC)患者的中央颈部可能存在隐匿性淋巴结转移(OLNM),术前影像学检查极难发现。• 双能 CT 定量评估比常规 CT 具有更高的准确性,可预测 PTC 中央颈部的 OLNM。• PTC 的双能 CT 定量参数和形态可作为预测中央颈部 OLNM 的有用工具,并为个性化治疗提供指导。