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具有临床效用指数的淀粉样蛋白放射性示踪剂的生物数学筛选

Biomathematical screening of amyloid radiotracers with clinical usefulness index.

作者信息

Nai Ying-Hwey, Shidahara Miho, Seki Chie, Watabe Hiroshi

机构信息

Division of Radiation Informatics for Medical Imaging, Graduate School of Biomedical Engineering, Tohoku University, Sendai, Japan.

Division of Radiation Protection and Safety Control, Cyclotron and Radioisotope Center, Tohoku University, Sendai, Japan.

出版信息

Alzheimers Dement (N Y). 2017 Sep 19;3(4):542-552. doi: 10.1016/j.trci.2017.08.006. eCollection 2017 Nov.

Abstract

INTRODUCTION

To facilitate radiotracers' development, a screening methodology using a biomathematical model and clinical usefulness index (CUI) was proposed to evaluate radiotracers' diagnostic capabilities.

METHODS

A total of 31 amyloid positron emission tomography radiotracers were evaluated. A previously developed biomathematical model was used to simulate 1000 standardized uptake value ratios with population and noise simulations, which were used to determine the integrated receiver operating characteristics curve (Az), effect size (Es), and standardized uptake value ratio (Sr) of conditions-pairs of healthy control-mild cognitive impaired and mild cognitive impaired-Alzheimer's disease. CUI was obtained from the product of averaged [Formula: see text], [Formula: see text], and [Formula: see text].

RESULTS

The relationships of [Formula: see text], [Formula: see text], and [Formula: see text] with CUI were different, suggesting that they assessed different radiotracer properties. The combination of Az, Es, and Sr complemented each other and resulted in CUI of 0.10 to 5.72, with clinically applied amyloid positron emission tomography radiotracers having CUI greater than 3.0.

DISCUSSION

The CUI rankings of clinically applied radiotracers were close to their reported clinical results, attesting to the applicability of the screening methodology.

摘要

引言

为促进放射性示踪剂的发展,提出了一种使用生物数学模型和临床效用指数(CUI)的筛选方法来评估放射性示踪剂的诊断能力。

方法

共评估了31种淀粉样蛋白正电子发射断层显像放射性示踪剂。使用先前开发的生物数学模型,通过人群和噪声模拟来模拟1000个标准化摄取值比率,这些比率用于确定健康对照-轻度认知障碍和轻度认知障碍-阿尔茨海默病条件对的综合受试者工作特征曲线(Az)、效应大小(Es)和标准化摄取值比率(Sr)。CUI由平均[公式:见原文]、[公式:见原文]和[公式:见原文]的乘积得出。

结果

[公式:见原文]、[公式:见原文]和[公式:见原文]与CUI的关系不同,表明它们评估的是不同的放射性示踪剂特性。Az、Es和Sr的组合相互补充,导致CUI为0.10至5.72,临床应用的淀粉样蛋白正电子发射断层显像放射性示踪剂的CUI大于3.0。

讨论

临床应用放射性示踪剂的CUI排名与报告的临床结果接近,证明了筛选方法的适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46c6/5671631/aae959a1e30e/gr1.jpg

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