German Center for Neurodegenerative Diseases (DZNE), 37075 Göttingen, Germany.
Bernstein Center for Computational Neuroscience (BCCN), 10117 Berlin, Germany.
Brain. 2024 Nov 4;147(11):3789-3803. doi: 10.1093/brain/awae149.
Single-value scores reflecting the deviation from (FADE score) or similarity with (SAME score) prototypical novelty-related and memory-related functional MRI activation patterns in young adults have been proposed as imaging biomarkers of healthy neurocognitive ageing. Here, we tested the utility of these scores as potential diagnostic and prognostic markers in Alzheimer's disease (AD) and risk states like mild cognitive impairment (MCI) or subjective cognitive decline (SCD). To this end, we analysed subsequent memory functional MRI data from individuals with SCD, MCI and AD dementia as well as healthy controls and first-degree relatives of AD dementia patients (AD-rel) who participated in the multi-centre DELCODE study (n = 468). Based on the individual participants' whole-brain functional MRI novelty and subsequent memory responses, we calculated the FADE and SAME scores and assessed their association with AD risk stage, neuropsychological test scores, CSF amyloid positivity and APOE genotype. Memory-based FADE and SAME scores showed a considerably larger deviation from a reference sample of young adults in the MCI and AD dementia groups compared to healthy controls, SCD and AD-rel. In addition, novelty-based scores significantly differed between the MCI and AD dementia groups. Across the entire sample, single-value scores correlated with neuropsychological test performance. The novelty-based SAME score further differed between Aβ-positive and Aβ-negative individuals in SCD and AD-rel, and between ApoE ɛ4 carriers and non-carriers in AD-rel. Hence, FADE and SAME scores are associated with both cognitive performance and individual risk factors for AD. Their potential utility as diagnostic and prognostic biomarkers warrants further exploration, particularly in individuals with SCD and healthy relatives of AD dementia patients.
单值分数反映了与年轻人典型新颖相关和记忆相关功能磁共振成像激活模式的偏差(FADE 分数)或相似性(SAME 分数),这些分数被提出作为健康神经认知老化的影像学生物标志物。在这里,我们测试了这些分数作为阿尔茨海默病(AD)和风险状态(如轻度认知障碍(MCI)或主观认知下降(SCD))的潜在诊断和预后标志物的效用。为此,我们分析了参与多中心 DELCODE 研究的 SCD、MCI 和 AD 痴呆患者以及 AD 痴呆患者的健康对照和一级亲属(AD-rel)的后续记忆功能磁共振成像数据(n = 468)。基于个体参与者的全脑功能磁共振成像新颖性和后续记忆反应,我们计算了 FADE 和 SAME 分数,并评估了它们与 AD 风险阶段、神经心理学测试分数、CSF 淀粉样蛋白阳性和 APOE 基因型的相关性。与健康对照组、SCD 和 AD-rel 相比,MCI 和 AD 痴呆组的基于记忆的 FADE 和 SAME 分数在年轻人参考样本中表现出较大的偏差。此外,新颖性基础评分在 MCI 和 AD 痴呆组之间存在显著差异。在整个样本中,单值分数与神经心理学测试表现相关。在 SCD 和 AD-rel 中,基于新颖性的 SAME 分数在 Aβ 阳性和 Aβ 阴性个体之间以及在 AD-rel 中 ApoE ɛ4 携带者和非携带者之间存在差异。因此,FADE 和 SAME 分数与认知表现和 AD 的个体危险因素都相关。它们作为诊断和预后生物标志物的潜在效用值得进一步探索,特别是在 SCD 患者和 AD 痴呆患者的健康亲属中。