EC50 images reveal reproducible spatial variation in drug affinity across single- and repeat-dose occupancy studies.

Alaaddin Ibrahimy, Su Jin Kim, Mark E Schmidt, Mark Slifstein, Erik Mannaert, Randolph D Andrews, Dawn C Matthews, Cristian C Constantinescu, Graham E Searle, Roger N Gunn, Eugenii A Rabiner, Evan D Morris
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Abstract

We investigated spatial variation in the apparent affinity of the D2 antagonist drug, JNJ-37822681, for dopamine receptors across single-dose (SD) and repeat-dose (RD) PET occupancy studies. Traditional whole-brain EC50 estimates overlook potential spatial variation in drug affinity. We reanalyzed PET occupancy data from two published studies in healthy male volunteers (SD: administering 1 dose between 2-20 mg; RD: administering 13 doses of 10 mg over 7 days). Voxel-level occupancy images were generated from binding potential maps using Lassen Plot Filter (LPF), clustered via SLIC-Occ, and fitted to one- and two-parameter Emax models to generate EC50 images, revealing regional variation in apparent affinity within the striatum. The two-parameter model incorporated receptor upregulation in a joint analysis of SD and RD data. EC50 images demonstrated reproducible spatial variation in drug affinity across striatal subregions; caudate and ventral striatum showed lower EC50 values than putamen. Additionally, left-right asymmetries in EC50 were detected, once the effects of upregulation were addressed. Our findings validate EC50 images for capturing spatial variation in drug affinity and highlights the importance of accurate modeling in chronic dosing studies. LPF and SLIC-Occ provide a robust framework for analyzing occupancy data, aiding dose optimization for drug trials.

EC50图像显示单次和重复剂量占用研究中药物亲和力的可重复空间变化。
我们研究了D2拮抗剂JNJ-37822681在单剂量(SD)和重复剂量(RD) PET占用研究中对多巴胺受体的表观亲和力的空间变化。传统的全脑EC50估计忽略了药物亲和力的潜在空间差异。我们重新分析了两项已发表的健康男性志愿者的PET占用数据(SD:给予1剂量2-20 mg;RD:给药13次,每次10毫克,超过7天)。使用Lassen Plot Filter (LPF)从结合电位图生成体素级占用图像,通过SLIC-Occ聚类,并拟合单参数和双参数Emax模型生成EC50图像,揭示纹状体内表观亲和力的区域差异。双参数模型在SD和RD数据的联合分析中纳入了受体上调。EC50图像显示纹状体亚区的药物亲和性具有可复制的空间差异;尾状体和腹侧纹状体EC50值低于壳核。此外,一旦解决了上调的影响,就可以检测到EC50的左右不对称。我们的研究结果验证了EC50图像捕捉药物亲和力的空间变化,并强调了在慢性给药研究中准确建模的重要性。LPF和SLIC-Occ为分析占用数据提供了强大的框架,有助于药物试验的剂量优化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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