Zhang Zhenrong, Liu Zhan, Feng Hongxiang, Xiao Fei, Shao Weipeng, Liang Chaoyang, Sun Hongliang, Gu Xinlei, Liu Deruo
Department of General Thoracic Surgery, China-Japan Friendship Hospital, Beijing, China.
Department of General Thoracic Surgery, China-Japan Friendship Hospital, Peking University China-Japan Friendship School of Clinical Medicine, Beijing, China.
J Thorac Dis. 2020 Nov;12(11):6494-6504. doi: 10.21037/jtd-20-1820.
Spread through air space (STAS) is a risk factor for disease recurrence in patients with stage IA lung adenocarcinoma (LUAD) who undergo limited resection. Preoperative prediction of STAS could help intraoperative surgical decision-making in small LUAD patients. The aim of the study was to evaluate the predictive value of radiological features on STAS in stage cIA LUAD.
A case-control study was designed through retrospective analysis of the radiological features of patients who underwent curative surgery for LUAD with a clinical tumor size ≤3 cm. Univariable and multivariable analyses were used to identify the independent risk factors for STAS. The predicted probability of STAS was calculated by a specific formula. Receiver operating characteristic (ROC) curves were used to determine a cut-off value with appropriate specificity while maintaining high sensitivity for STAS positivity.
STAS was frequently observed in acinar predominant (P<0.001), micropapillary predominant (P<0.001) and solid predominant (P<0.001) tumors and was significantly associated with larger pT size (P<0.001), presence of micropapillary component (P<0.001), lymphovascular invasion (LVI) (P<0.001), visceral pleura invasion (VPI) (P<0.001), both N1 and N2 lymph node metastasis (P<0.001) and ALK rearrangement (P<0.001). STAS-positivity was significantly associated with the presence of cavitation (P=0.047), lobulation (P=0.009), air bronchogram (P<0.001), and vascular convergence (P=0.016) and was also associated with greater maximum tumor diameter (P<0.001), maximum solid component diameter (P<0.001), maximum tumor area (P<0.001), consolidation/tumor ratio (CTR) (P<0.001), tumor disappearance ratio (TDR) (P<0.001) and computed tomography (CT) value (P<0.001). Multivariable analysis showed that STAS was associated with air bronchogram (P=0.042), maximum tumor diameter (P=0.015), maximum solid component diameter (P=0.022) and CTR (P<0.001). The ROC curve showed that the area under the curve (AUC) was 0.726 in the model for predicting STAS, with a sensitivity and specificity of 95.2% and 36.8%, respectively.
STAS-positive LUAD was associated with air bronchogram, maximum tumor diameter, maximum solid component diameter and CTR. These radiological features could predict STAS with excellent sensitivity but inferior specificity.
气腔播散(STAS)是接受有限切除的IA期肺腺癌(LUAD)患者疾病复发的危险因素。术前预测STAS有助于IA期小LUAD患者的术中手术决策。本研究的目的是评估cIA期LUAD患者影像学特征对STAS的预测价值。
通过回顾性分析临床肿瘤大小≤3 cm的LUAD患者接受根治性手术的影像学特征,设计了一项病例对照研究。采用单因素和多因素分析确定STAS的独立危险因素。通过特定公式计算STAS的预测概率。采用受试者操作特征(ROC)曲线确定具有适当特异性的临界值,同时保持对STAS阳性的高敏感性。
在腺泡为主型(P<0.001)、微乳头为主型(P<0.001)和实性为主型(P<0.001)肿瘤中经常观察到STAS,且与较大的pT大小(P<0.001)、微乳头成分的存在(P<0.001)、脉管侵犯(LVI)(P<0.001)、脏层胸膜侵犯(VPI)(P<0.001)、N1和N2淋巴结转移(P<0.001)以及ALK重排(P<0.001)显著相关。STAS阳性与空洞形成(P=0.047)、分叶(P=0.009)、空气支气管征(P<0.001)和血管集束征(P=0.016)的存在显著相关,也与更大的最大肿瘤直径(P<0.001)、最大实性成分直径(P<0.001)、最大肿瘤面积(P<0.001)、实变/肿瘤比值(CTR)(P<0.001)、肿瘤消失率(TDR)(P<0.001)和计算机断层扫描(CT)值(P<0.001)相关。多因素分析显示,STAS与空气支气管征(P=0.042)、最大肿瘤直径(P=0.015)、最大实性成分直径(P=0.022)和CTR(P<0.001)相关。ROC曲线显示,预测STAS的模型中曲线下面积(AUC)为0.726,敏感性和特异性分别为95.2%和36.8%。
STAS阳性的LUAD与空气支气管征、最大肿瘤直径、最大实性成分直径和CTR相关。这些影像学特征可以以优异的敏感性但较差的特异性预测STAS。