Department of Neurology, University Medical Center Ljubljana, Zaloska cesta 2, 1000, Ljubljana, Slovenia.
Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000, Ljubljana, Slovenia.
Sci Rep. 2022 Jul 11;12(1):11752. doi: 10.1038/s41598-022-15667-9.
Metabolic brain biomarkers have been incorporated in various diagnostic guidelines of neurodegenerative diseases, recently. To improve their diagnostic accuracy a biologically and clinically homogeneous sample is needed for their identification. Alzheimer's disease-related pattern (ADRP) has been identified previously in cohorts of clinically diagnosed patients with dementia due to Alzheimer's disease (AD), meaning that its diagnostic accuracy might have been reduced due to common clinical misdiagnosis. In our study, we aimed to identify ADRP in a cohort of AD patients with CSF confirmed diagnosis, validate it in large out-of-sample cohorts and explore its relationship with patients' clinical status. For identification we analyzed 2-[F]FDG PET brain scans of 20 AD patients and 20 normal controls (NCs). For validation, 2-[F]FDG PET scans from 261 individuals with AD, behavioral variant of frontotemporal dementia, mild cognitive impairment and NC were analyzed. We identified an ADRP that is characterized by relatively reduced metabolic activity in temporoparietal cortices, posterior cingulate and precuneus which co-varied with relatively increased metabolic activity in the cerebellum. ADRP expression significantly differentiated AD from NC (AUC = 0.95) and other dementia types (AUC = 0.76-0.85) and its expression correlated with clinical measures of global cognition and neuropsychological indices in all cohorts.
近年来,代谢性脑生物标志物已被纳入各种神经退行性疾病的诊断指南中。为了提高其诊断准确性,需要对其进行鉴定,这需要使用具有生物学和临床一致性的样本。先前已经在因阿尔茨海默病(AD)而导致痴呆的临床诊断患者队列中确定了与 AD 相关的代谢模式(ADRP),这意味着由于常见的临床误诊,其诊断准确性可能已经降低。在我们的研究中,我们旨在确定一组经脑脊液确诊为 AD 的患者中的 ADRP,在大型样本外队列中验证其准确性,并探索其与患者临床状况的关系。为了进行鉴定,我们分析了 20 名 AD 患者和 20 名正常对照(NC)的 2-[F]FDG PET 脑扫描。为了验证,我们分析了 261 名 AD、额颞叶痴呆行为变异型、轻度认知障碍和 NC 患者的 2-[F]FDG PET 扫描。我们确定了一种 ADRP,其特征是颞顶叶皮层、后扣带回和楔前叶的代谢活性相对降低,而小脑的代谢活性相对增加。ADRP 的表达可显著区分 AD 与 NC(AUC=0.95)和其他痴呆类型(AUC=0.76-0.85),并且其表达与所有队列中的整体认知和神经心理学指标的临床测量值相关。