Contrast-enhanced photon-counting detector CT for discriminating local recurrence from postoperative changes after resection of pancreatic ductal adenocarcinoma

医学 逻辑回归 核医学 接收机工作特性 胰腺癌 比例危险模型 放射科 癌症 内科学
作者
Zlatan Alagic,Carlos Valls Duran,Anders Svensson,Seppo K. Koskinen
出处
期刊:European Radiology Experimental [Springer Nature]
卷期号:9 (1)
标识
DOI:10.1186/s41747-025-00567-0
摘要

Abstract Background We evaluated the diagnostic capability of photon-counting detector computed tomography (PCD-CT) spectral variables in late arterial phase (LAP) and portal venous phase (PVP) to discriminate between local tumor recurrence (LTR) and postoperative changes (POC) after pancreatic ductal adenocarcinoma (PDAC) resection. Methods Seventy-three consecutive PCD-CT scans in 73 patients with postoperative soft-tissue lesions (PSLs) were included, 42 with POC and 31 with LTR. Regions of interest were drawn in each PSL, and spectral variables were calculated: iodine concentration (IC), normalized IC (NIC), fat fraction, attenuation at 40, 70, and 90 keV, and slope of the spectral curve between 40–90 keV. Multivariable binary logistic regression models were constructed. Diagnostic performance was assessed for LAP and PVP using receiver operating characteristic analysis. Results In LAP, all variables except fat fraction showed significant differences between LTR and POC ( p ≤ 0.025). In PVP, all variables except NIC and fat fraction demonstrated significant differences between LTR and POC ( p ≤ 0.005). Logistic regression analysis included NIC and 70 keV in the LAP-based model and IC and 90 keV in the PVP-based model. Both models achieved a higher area under the curve (AUC) than individual spectral variables in each phase. The LAP-based model achieved an AUC of 0.919 with 94% sensitivity, 84% specificity, and 87% accuracy, while the PVP-based model reached 0.820, 71%, 88%, and 81%, respectively. Conclusion Spectral variables from PCD-CT help distinguish between LTR and POC in LAP and PVP post-PDAC resection. Multivariable logistic regression improves diagnostic performance, especially in LAP. Relevance statement Measuring normalized iodine concentration and attenuation at 70 keV in late arterial phase, or iodine concentration and attenuation at 90 keV in portal venous phase, and incorporating these values into a logistic regression model can help differentiate between local tumor recurrence and postoperative changes after pancreatic ductal adenocarcinoma resection. Key Points Distinguishing recurrence from postoperative changes on CT after pancreatic ductal adenocarcinoma resection is challenging. PCD-CT spectral variable values differed significantly between local tumor recurrence (LTR) and postoperative changes (POC). Logistic regression of spectral variables can help distinguish LTR from POC. The late arterial phase-based model reached an AUC of 0.919 with 94% sensitivity and 84% specificity. Graphical Abstract
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
1秒前
佳佳完成签到 ,获得积分10
3秒前
3秒前
南国之霄发布了新的文献求助10
3秒前
3秒前
4秒前
尛森发布了新的文献求助10
4秒前
4秒前
guoxueling1989完成签到,获得积分10
5秒前
6秒前
7秒前
ding应助王彦霖采纳,获得10
7秒前
可乐发布了新的文献求助10
7秒前
彩色的天寿完成签到,获得积分10
7秒前
chen发布了新的文献求助10
8秒前
8秒前
9秒前
张启娜完成签到,获得积分10
9秒前
完美世界应助景玉采纳,获得10
9秒前
Nature完成签到,获得积分10
10秒前
xz完成签到 ,获得积分10
10秒前
10秒前
11秒前
11秒前
ikun完成签到,获得积分10
11秒前
可乐完成签到,获得积分10
12秒前
坚强幻露完成签到 ,获得积分10
12秒前
coci完成签到,获得积分10
12秒前
13秒前
念兹在兹发布了新的文献求助10
13秒前
Pluto0o发布了新的文献求助20
13秒前
鲤鱼向珊完成签到,获得积分10
14秒前
windows发布了新的文献求助10
14秒前
14秒前
科研通AI6应助汉堡采纳,获得10
15秒前
快乐的惜寒完成签到,获得积分10
16秒前
完美世界应助Leif采纳,获得10
16秒前
今后应助华北走地鸡采纳,获得10
17秒前
安详绿草发布了新的文献求助10
18秒前
19秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Social Work Ethics Casebook: Cases and Commentary (revised 2nd ed.).. Frederic G. Reamer 1070
Item Response Theory 1000
Introduction to Early Childhood Education 1000
2025-2031年中国兽用抗生素行业发展深度调研与未来趋势报告 1000
List of 1,091 Public Pension Profiles by Region 921
Identifying dimensions of interest to support learning in disengaged students: the MINE project 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5429055
求助须知:如何正确求助?哪些是违规求助? 4542625
关于积分的说明 14181735
捐赠科研通 4460343
什么是DOI,文献DOI怎么找? 2445678
邀请新用户注册赠送积分活动 1436859
关于科研通互助平台的介绍 1414080