Suppr超能文献

肺癌患者磁共振成像中早期脑组织损伤的纹理分析

Texture analysis of early cerebral tissue damage in magnetic resonance imaging of patients with lung cancer.

作者信息

Xu Jiying, Cui Xiaoxiao, Wang Bomin, Wang Guangyu, Han Meng, Li Ranran, Qi Yana, Xiu Jianjun, Yang Qianlong, Liu Zhi, Han Mingyong

机构信息

Cancer Therapy and Research Center, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong 250021, P.R. China.

School of Information Science and Engineering, Shandong University, Jinan, Shandong 250100, P.R. China.

出版信息

Oncol Lett. 2020 Apr;19(4):3089-3100. doi: 10.3892/ol.2020.11426. Epub 2020 Mar 3.

Abstract

Primary tumors can secrete many cytokines, inducing tissue damage or microstructural changes in distant organs. The purpose of this study was to investigate changes in texture features in the cerebral tissue of patients with lung cancer without brain metastasis. In this study, 50 patients with lung cancers underwent 3.0-T magnetic resonance imaging (MRI) within 2 weeks of being diagnosed with lung cancer. Texture analysis (TA) was carried out in 8 gray matter areas, including bilateral frontal cortices, parietal cortices, occipital cortices and temporal cortices, as well as 2 areas of bilateral frontoparietal white matter. The same procedure was performed for 57 healthy controls. A total of 32 texture parameters were separately compared between the patients and controls in the different cerebral tissue sites. Texture features among patients based on histological type and clinical stage were also compared. Of the 32 texture parameters, 27 showed significant differences between patients with lung cancer and healthy controls. There were significant differences in cerebral tissue, both gray matter and white matter between patients and controls, especially in several wavelet-based parameters. However, there were no significant differences between tissue at homologous sites in bilateral hemispheres, either in patients or controls. TA detected overt changes in the texture features of cerebral tissue in patients with lung cancer without brain metastasis compared with those of healthy controls. TA may be considered as a novel and adjunctive approach to conventional brain MRI to reveal cerebral tissue changes invisible on MRI alone in patients with lung cancer.

摘要

原发性肿瘤可分泌多种细胞因子,导致远处器官的组织损伤或微观结构改变。本研究旨在调查无脑转移的肺癌患者脑组织纹理特征的变化。在本研究中,50例肺癌患者在被诊断为肺癌后2周内接受了3.0-T磁共振成像(MRI)检查。在8个灰质区域进行纹理分析(TA),包括双侧额叶皮质、顶叶皮质、枕叶皮质和颞叶皮质,以及双侧额顶叶白质的2个区域。对57名健康对照者进行了相同的检查。分别比较了患者和对照者在不同脑组织部位的32个纹理参数。还比较了基于组织学类型和临床分期的患者之间的纹理特征。在32个纹理参数中,27个在肺癌患者和健康对照者之间存在显著差异。患者和对照者的脑组织,无论是灰质还是白质,均存在显著差异,尤其是在几个基于小波的参数方面。然而,患者和对照者双侧半球同源部位的组织之间均无显著差异。与健康对照者相比,TA检测到无脑转移的肺癌患者脑组织纹理特征有明显变化。TA可被视为一种新颖的辅助方法,用于传统脑MRI,以揭示肺癌患者仅通过MRI无法发现的脑组织变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0497/7074325/5fc249b28403/ol-19-04-3089-g00.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验