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使用同时 PET/MR 成像技术在人体大脑中对选择性 5-羟色胺再摄取抑制剂的急性药理反应进行建模。

Modeling the acute pharmacological response to selective serotonin reuptake inhibitors in human brain using simultaneous PET/MR imaging.

机构信息

Department of Psychiatry and Psychotherapy, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria.

Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria.

出版信息

Eur Neuropsychopharmacol. 2019 Jun;29(6):711-719. doi: 10.1016/j.euroneuro.2019.04.001. Epub 2019 May 8.

Abstract

Pharmacological imaging of the effects of selective serotonin reuptake inhibitors (SSRI) may aid the clarification of their mechanism of action and influence treatment of highly prevalent neuropsychiatric conditions if the detected effects could be related to patient outcomes. In a randomized double-blind design, 38 healthy participants received a constant infusion of 8 mg citalopram or saline during either their first or second of two PET/MR scans. Resting-state functional MRI (fMRI) was acquired simultaneously with PET data on the binding of serotonin transporters (5-HTT) using [C]DASB. Three different approaches for modeling of pharmacological fMRI response were tested separately. These relied on the use of regressors corresponding to (1) the drug infusion paradigm, (2) time courses of citalopram plasma concentrations and (3) changes in 5-HTT binding measured in each individual, respectively. Furthermore, the replication of results of a widely used model-free analysis method was attempted which assesses the deviation of signal in discrete time bins of fMRI data acquired after start of drug infusion. Following drug challenge, average 5-HTT occupancy was 69±7% and peak citalopram plasma levels were 111.8 ± 21.1 ng/ml. None of the applied methods could detect significant differences in the pharmacological response between SSRI and placebo scans. The failed replication of SSRI effects reported in the literature despite a threefold larger sample size highlights the importance of appropriate correction for family-wise error in order to avoid spurious results in pharmacological imaging. This calls for the development of analysis methods which take regional specialization and the dynamics of brain activity into account.

摘要

选择性 5-羟色胺再摄取抑制剂 (SSRIs) 的药效影像学研究,如果所检测到的效应与患者的结果相关,可能有助于阐明其作用机制并影响治疗高度流行的神经精神疾病。在一项随机双盲设计中,38 名健康参与者在两次 PET/MR 扫描中的第一次或第二次接受 8mg 西酞普兰或生理盐水的恒速输注。使用 [C]DASB 同时采集静息态功能磁共振成像 (fMRI) 和 5-羟色胺转运体 (5-HTT) 结合的 PET 数据。分别单独测试了三种不同的药效 fMRI 反应建模方法。这些方法分别依赖于使用与 (1) 药物输注范式、(2) 西酞普兰血浆浓度时间过程和 (3) 个体测量的 5-HTT 结合变化相对应的回归器。此外,还尝试了复制广泛使用的无模型分析方法的结果,该方法评估了在药物输注开始后获取的 fMRI 数据的离散时间-bin 中信号的偏差。药物挑战后,平均 5-HTT 占有率为 69±7%,西酞普兰血浆峰值水平为 111.8±21.1ng/ml。在 SSRI 和安慰剂扫描之间,应用的任何方法都无法检测到药效反应的显著差异。尽管样本量增加了三倍,但仍未能复制文献中报道的 SSRI 效应,这突出表明为了避免药效影像学中出现虚假结果,需要对总体错误进行适当校正。这需要开发考虑区域专业化和大脑活动动态的分析方法。

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