Therapy response assessment of non-small cell lung cancer using dual-energy computed tomography iodine map

Author:

Zhao Lei1,Liu Lijuan2,Zhao Haiyan3,Bao Jiaqi4,Dou Yana5,Yang Zhenxing1,Lin Yang5,Sun Zhenting1,Meng Lingxin1,Yan Li6,Liu Aishi1

Affiliation:

1. Department of Radiology, the Affiliated Hospital of Inner Mongolia Medical University, Inner Mongolia, China

2. Department of Radiology, the Affiliated Beijing Chuiyangliu Hospital of Tsinghua University, Beijing, China

3. Department of Oncology, the Affiliated Hospital of Inner Mongolia Medical University, Inner Mongolia, China

4. Department of Oncology, Inner Mongolia People’s Hospital, Inner Mongolia, China

5. Department of Scientific Marketing, Siemens Healthineers AG, China

6. Department of Respiratory, the Affiliated Hospital of Inner Mongolia Medical University, Inner Mongolia, China

Abstract

OBJECTIVE: To investigate feasibility of the quantitative parameters of dual-energy computed tomography (DECT) to assess therapy response in advanced non-small cell lung cancer (NSCLC) compared with the traditional enhanced CT parameters based on the Response Evaluation Criteria in Solid Tumors (RECIST) guidelines. METHODS: Forty-five patients with unresectable locally advanced NSCLC who underwent DECT before and after chemotherapy or concurrent chemoradiotherapy (cCRT) were prospectively enrolled. By comparing baseline studies with follow-up, patients were divided into two groups according to RECIST guidelines as follows: disease control (DC, including partial response and stable disease) and progressive disease (PD). The diameter (D), attenuation, iodine concentration and normalized iodine concentration of arterial and venous phases (ICA, ICv, NICA, NICv) and the percentage of these changes pre- and post-therapy were measured and calculated. The Pearson correlation was used to analyze correlation between various quantitative parameters. The receiver operating characteristic (ROC) curves were used to evaluate accuracy of therapy response prediction. RESULTS: The change percentages of Attenuation (Δ-Attenuation-A and Δ-Attenuation-V), IC (ΔICA and ΔICV) and NIC (ΔNICA and ΔNICV) pre- and post-therapy correlate with the change percentage of D (ΔD). Among these, ΔICA strongly correlates with ΔD (r = 0.793, P < 0.001). The areas under ROC curves generated using Δ-Attenuation-A, ΔICA, and ΔNICA are 0.796, 0.900, and 0.880 with the corresponding cutoff value of 9.096, −15.692, and −4.7569, respectively, which are significantly different (P < 0.001). CONCLUSIONS: The quantitative parameters of DECT iodine map, especially iodine concentration, in arterial phase provides a new quantitative image marker to predict therapy response of patients diagnosed with advanced NSCLC.

Publisher

IOS Press

Subject

Electrical and Electronic Engineering,Condensed Matter Physics,Radiology, Nuclear Medicine and imaging,Instrumentation,Radiation

Reference28 articles.

1. Cancer statistics in China;Chen;CA Cancer J Clin,2016

2. Mortality, morbidity, and risk factors in China and its provinces, –: a systematic analysis for the Global Burden of Disease Study;Zhou;Lancet,2019

3. Application of 64-row spiral CT in the evaluation of invasion of trachea, bronchi and hilar vessels in central type of lung cancer, () 47–;Huang;Radiol Pract,2013

4. Differentiation of central lung cancer from atelectasis: Comparison of diffusion-weighted MRI with PET/CT;Yang;Plos One,2013

5. et al., New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1);Eisenhauer;Eur J Cancer,2009

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3