Mu Ronghua, Meng Zhuoni, Zhang Xiaodi, Guo Zixuan, Zheng Wei, Zhuang Zeyu, Zhu Xiqi
Graduate School of Guilin Medical University, Guilin, 541004, China.
Philips (China) Investment Co., Ltd. Chengdu Branch, 610000, China.
Curr Med Imaging. 2022;18(10):1070-1078. doi: 10.2174/1573405618666220308105359.
Differentiating non-small cell lung cancer (NSCLC) from small cell lung cancer (SCLC) remains a substantial challenge. This study aimed at evaluating the performance of dual-layer spectral detector CT (DLCT) in differentiating NSCLC from SCLC.
Spectral images of 247 cancer patients confirmed by pathology were retrospectively analyzed in both the arterial phase (AP) and the venous phase (VP), including 197 cases of NSCLC and 50 cases of SCLC. Effective atomic number (Z-eff), Spectral CT-Mono Energetic (MonoE [40keV~90keV]), iodine density (ID) and thoracic aorta iodine density (IDaorta) in contrast-enhanced images were measured and compared between the SCLC and NSCLC subgroups of tumors. The slope of the spectral curve (λ, interval of 10 keV) and normalized iodine density (NID) were also calculated between the SCLC and NSCLC. Through the statistical analysis, the diagnostic efficiency of each spectral parameter was calculated, and the difference in their efficiency was analyzed.
Both in NSCLS and SCLC, all parameters in VP were significantly higher than those in AP (p<0.001), except for λ90. There were significant differences in all spectral parameters between NSCLS and SCLC, both in AP and VP (p < 0.001). Except for VP-λ90, there was no significant difference in ROC curves of all spectral parameters. VP-NID exhibited the best diagnostic performance with an AUC value of 0.917 (95%[CI]: 0.870~0.965), sensitivity and specificity of 92.9% and 80%, and a diagnostic threshold of 0.217.
All parameters of DLCT have high diagnostic efficiency in differentiating NSCLC from SCLC except for VP-λ90, and VP-NID has the highest diagnostic efficiency.
鉴别非小细胞肺癌(NSCLC)与小细胞肺癌(SCLC)仍然是一项重大挑战。本研究旨在评估双层光谱探测器CT(DLCT)在鉴别NSCLC与SCLC方面的性能。
回顾性分析247例经病理确诊的癌症患者在动脉期(AP)和静脉期(VP)的光谱图像,其中包括197例NSCLC和50例SCLC。测量并比较肿瘤的SCLC和NSCLC亚组在增强图像中的有效原子序数(Z-eff)、光谱CT单能量(MonoE [40keV~90keV])、碘密度(ID)和胸主动脉碘密度(IDaorta)。还计算了SCLC和NSCLC之间的光谱曲线斜率(λ,间隔10 keV)和归一化碘密度(NID)。通过统计分析,计算各光谱参数的诊断效率,并分析其效率差异。
在NSCLS和SCLC中,除λ90外,VP中的所有参数均显著高于AP中的参数(p<0.001)。NSCLS和SCLC在AP和VP中的所有光谱参数均存在显著差异(p < 0.001)。除VP-λ90外,所有光谱参数的ROC曲线无显著差异。VP-NID表现出最佳诊断性能,AUC值为0.917(95%[CI]:0.870~0.965),敏感性和特异性分别为92.9%和80%,诊断阈值为0.217。
除VP-λ90外,DLCT的所有参数在鉴别NSCLC与SCLC方面均具有较高的诊断效率,且VP-NID的诊断效率最高。