Magnetic resonance texture analysis for the identification of cytokeratin 19-positive hepatocellular carcinoma

医学 纹理(宇宙学) 单变量分析 肝细胞癌 多元分析 单变量 细胞角蛋白 放射科 磁共振成像 接收机工作特性 胃肠病学 多元统计 免疫组织化学 核医学 内科学 人工智能 图像(数学) 统计 计算机科学 数学
作者
Heqing Wang,Chun Yang,Mengsu Zeng,Shengxiang Rao,Yuan Ji,Xin Weng,Jiyong Wang,Ruofan Sheng
出处
期刊:European Journal of Radiology [Elsevier BV]
卷期号:117: 164-170 被引量:29
标识
DOI:10.1016/j.ejrad.2019.06.016
摘要

To investigate potential findings associated with cytokeratin 19 (CK19)-positive HCC, with special emphasis on MR texture analysis.Forty-eight patients with CK19-negative HCC and 38 patients with CK19-positive were retrospectively evaluated by texture analysis based on conventional MRI. Clinicalpathological characteristics, conventional MR imaging findings, and the MR texture analysis contained of 2415 texture features in the seven conventional sequences were compared. Significant features for differentiating were identified by univariate and multivariate analyses. Receiver operating characteristic analyses of the significant findings were performed and compared to evaluate their diagnostic performance.There was no significant difference between the top1 texture feature (three-dimensional standard deviation separation of intensity on T2-weighted original images, abbreviated as: StdSeparation 3D) and the combined top1-6 feature in identifying CK19-positive HCC(P = 0.660). Univariate and multivariate analyses indicated that serum alpha-fetoprotein (AFP) level ≥400 ng/mL(P = 0.013), arterial rim enhancement(P = 0.005), and StdSeparation 3D texture character(P = 0.002) were independent variables associated with CK19-positive HCCs. The combination of the three indices showed a better performance than AFP level(P = 0.0028), arterial rim enhancement(P < 0.0001), and their combination(P = 0.0098); while no significantly better than the StdSeparation 3D texture character alone(P = 0.0788). An acceptable discrimination(AUC = 0.765) with both sensitivity and specificity greater than 75% was achieved for StdSeparation 3D texture character.Serum AFP level ≥400 ng/mL, arterial rim enhancement, and the StdSeparation 3D texture character were independently associated with CK19-positive HCC. The StdSeparation 3D texture character may be a reliable imaging biomarker which can improve the diagnostic performance.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Copyright应助含蓄碧菡采纳,获得10
2秒前
飘逸寒梦完成签到 ,获得积分10
2秒前
王妞妞完成签到 ,获得积分10
4秒前
老六完成签到 ,获得积分10
5秒前
小阳阳5010完成签到 ,获得积分10
9秒前
英俊的铭应助Cheney采纳,获得20
9秒前
9秒前
10秒前
摆烂的雨雨完成签到,获得积分10
10秒前
13秒前
朝俞完成签到 ,获得积分10
14秒前
沐11完成签到 ,获得积分10
14秒前
lily完成签到,获得积分10
16秒前
哈吉咪发布了新的文献求助10
17秒前
Heaven完成签到 ,获得积分10
17秒前
LH完成签到,获得积分10
19秒前
21秒前
Copyright应助感谢大家采纳,获得10
22秒前
Cheney完成签到,获得积分10
23秒前
24秒前
24秒前
学术大拿特拿完成签到,获得积分10
25秒前
limo完成签到 ,获得积分10
25秒前
yst完成签到 ,获得积分10
26秒前
26秒前
唯美发布了新的文献求助10
27秒前
28秒前
玖玖应助哈吉咪采纳,获得10
28秒前
李爱国应助LULU采纳,获得10
31秒前
丘比特应助DDvicky采纳,获得30
31秒前
12完成签到 ,获得积分10
34秒前
37秒前
咕噜完成签到 ,获得积分10
37秒前
上官若男应助spz采纳,获得10
39秒前
科研通AI6.1应助spz采纳,获得10
39秒前
落寞的书易完成签到 ,获得积分10
40秒前
40秒前
Jing完成签到,获得积分20
40秒前
senli2018发布了新的文献求助10
41秒前
叮咚完成签到,获得积分10
41秒前
高分求助中
液晶指向矢仿真分析数据集 8888
Invited Discussant 63O and 64O 1000
Ideology and Meaning-Making under the Putin Regime 750
Advanced Memory Technology 500
Petrology and Plate Tectonics 500
Writing Systems 500
A Handbook of User Experience Research & Design in Libraries 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6864269
求助须知:如何正确求助?哪些是违规求助? 8567067
关于积分的说明 18216518
捐赠科研通 6232618
什么是DOI,文献DOI怎么找? 3048717
关于科研通互助平台的介绍 2050183
邀请新用户注册赠送积分活动 2026493