Department of Electrical and Computer Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA.
The Russell H Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, MD, 21287, USA.
Med Phys. 2019 Nov;46(11):4847-4856. doi: 10.1002/mp.13787. Epub 2019 Sep 20.
In the current clinical practice, administered activity (AA) for pediatric molecular imaging is often based on the North American expert consensus guidelines or the European Association of Nuclear Medicine dosage card, both of which were developed based on the best clinical practice. These guidelines were not formulated using a rigorous evaluation of diagnostic image quality (IQ) relative to AA. In the guidelines, AA is determined by a weight-based scaling of the adult AA, along with minimum and maximum AA constraints. In this study, we use task-based IQ assessment methods to rigorously evaluate the efficacy of weight-based scaling in equalizing IQ using a population of pediatric patients of different ages and body weights.
A previously developed projection image database was used. We measured task-based IQ, with respect to the detection of a renal functional defect at six different AA levels (AA relative to the AA obtained from the guidelines). IQ was assessed using an anthropomorphic model observer. Receiver-operating characteristics (ROC) analysis was applied; the area under the ROC curve (AUC) served as a figure-of-merit for task performance. In addition, we investigated patient girth (circumference) as a potential improved predictor of the IQ.
The data demonstrate a monotonic and modestly saturating increase in AUC with increasing AA, indicating that defect detectability was limited by quantum noise and the effects of object variability were modest over the range of AA levels studied. The AA for a given value of the AUC increased with increasing age. The AUC vs AA plots for all the patient ages indicate that, for the current guidelines, the newborn and 10- and 15-yr phantoms had similar IQ for the same AA suggested by the North American expert consensus guidelines, but the 5- and 1-yr phantoms had lower IQ. The results also showed that girth has a stronger correlation with the needed AA to provide a constant AUC for Tc-DMSA renal SPECT.
The results suggest that (a) weight-based scaling is not sufficient to equalize task-based IQ for patients of different weights in pediatric Tc-DMSA renal SPECT; and (b) patient girth should be considered instead of weight in developing new administration guidelines for pediatric patients.
在当前的临床实践中,儿科分子成像的给药活度(AA)通常基于北美专家共识指南或欧洲核医学剂量卡,这两者都是基于最佳临床实践制定的。这些指南不是根据相对 AA 的诊断图像质量(IQ)进行严格评估制定的。在这些指南中,AA 是通过基于成人 AA 的体重比例缩放,以及最小和最大 AA 限制来确定的。在这项研究中,我们使用基于任务的 IQ 评估方法,严格评估体重比例缩放在使用不同年龄和体重的儿科患者群体中使 IQ 均等化的效果。
使用先前开发的投影图像数据库。我们使用人体模型观察者测量了与在六个不同 AA 水平(相对于指南中获得的 AA 的 AA 相对值)检测肾脏功能缺陷相关的基于任务的 IQ。应用了接收者操作特征(ROC)分析;ROC 曲线下面积(AUC)用作任务性能的指标。此外,我们还研究了患者腰围(周长)作为 IQ 的潜在改进预测指标。
数据表明,随着 AA 的增加,AUC 呈单调增加且适度饱和,表明缺陷可检测性受到量子噪声的限制,并且在研究的 AA 水平范围内,对象变异性的影响适中。对于给定 AUC 值的 AA 随着年龄的增加而增加。对于所有患者年龄的 AUC 与 AA 关系图表明,对于当前的指南,北美专家共识指南建议的相同 AA 下,新生儿和 10 岁和 15 岁的体模具有相似的 IQ,但 5 岁和 1 岁的体模具有较低的 IQ。结果还表明,腰围与提供恒定 AUC 所需的 AA 之间具有更强的相关性,用于儿科 Tc-DMSA 肾 SPECT。
结果表明:(a)基于体重的缩放不足以使不同体重的患者的基于任务的 IQ 均等化;(b)在为儿科患者制定新的给药指南时,应考虑患者腰围而不是体重。