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Hippocampal neuroimaging-informed clinical trial enrichment tool for amnestic mild cognitive impairment using open data.
Clinical Pharmacology & Therapeutics ( IF 6.7 ) Pub Date : 2020-01-03 , DOI: 10.1002/cpt.1766
Daniela J Conrado 1 , Jackson Burton 2 , Derek Hill 2, 3 , Brian Willis 4 , Vikram Sinha 5 , Julie Stone 5 , Neva Coello 6 , Wenping Wang 7 , Danny Chen 8 , Timothy Nicholas 9 , Michael Gold 10 , Emily Hartley 2 , Volker D Kern 2 , Klaus Romero 2
Affiliation  

Our goal was to assess the enrichment utility of hippocampal volume (HV) as an enrichment biomarker in amnestic mild cognitive impairment (aMCI) clinical trials, and, hence, develop a HV neuroimaging-informed clinical trial enrichment tool. Modeling of integrated longitudinal patient-level data came from open-access natural history studies in patients diagnosed with aMCI - the Alzheimer's disease Neuroimaging Initiative (ADNI)-1 and ADNI-2 - and indicated that a decrease of 1cm3 with respect to the analysis dataset median baseline intracranial volume-adjusted HV (ICV-HV; ~5cm3 ) is associated with more than 50% increase in disease progression rate as measured by the Clinical Dementia Rating Scale - Sum-of-Boxes (CDR-SB). Clinical trial simulations showed that the inclusion of aMCI subjects with baseline ICV-HV below the 84th or 50th percentile allowed an approximate reduction in trial size of at least 26% and 55%, respectively. This clinical trial enrichment tool can help design more efficient and informative clinical trials.

中文翻译:

海马神经影像学知识的临床试验富集工具,用于使用开放数据的健忘性轻度认知障碍。

我们的目标是评估在轻度轻度认知障碍(aMCI)临床试验中海马体积(HV)作为富集生物标志物的富集效用,因此,开发了以HV神经影像学为指导的临床富集工具。纵向综合患者水平数据的建模来自对aMCI(阿尔茨海默氏病神经影像学倡议(ADNI)-1和ADNI-2)诊断为aMCI的患者的开放获取自然史研究,并表明与分析数据集相比减少了1cm3如临床痴呆症评定量表-盒总和(CDR-SB)所测量,中位基线颅内体积调节HV(ICV-HV;〜5cm3)与疾病进展率增加超过50%相关。临床试验模拟表明,纳入基线ICV-HV低于84%或50%的aMCI受试者,可使试验规模分别至少减少约26%和55%。此临床试验丰富工具可以帮助设计更有效,信息更丰富的临床试验。
更新日期:2020-03-09
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