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1.
Alzheimers Dement ; 16(11): 1504-1514, 2020 11.
Article in English | MEDLINE | ID: mdl-32808747

ABSTRACT

INTRODUCTION: Microstructural alterations as assessed by diffusion tensor imaging (DTI) are key findings in both Alzheimer's disease (AD) and small vessel disease (SVD). We determined the contribution of each of these conditions to diffusion alterations. METHODS: We studied six samples (N = 365 participants) covering the spectrum of AD and SVD, including genetically defined samples. We calculated diffusion measures from DTI and free water imaging. Simple linear, multivariable random forest, and voxel-based regressions were used to evaluate associations between AD biomarkers (amyloid beta, tau), SVD imaging markers, and diffusion measures. RESULTS: SVD markers were strongly associated with diffusion measures and showed a higher contribution than AD biomarkers in multivariable analysis across all memory clinic samples. Voxel-wise analyses between tau and diffusion measures were not significant. DISCUSSION: In memory clinic patients, the effect of SVD on diffusion alterations largely exceeds the effect of AD, supporting the value of diffusion measures as markers of SVD.


Subject(s)
Alzheimer Disease/diagnostic imaging , Alzheimer Disease/pathology , Brain/diagnostic imaging , Brain/pathology , Cerebral Small Vessel Diseases/diagnostic imaging , Cerebral Small Vessel Diseases/pathology , Adult , Aged , Diffusion Magnetic Resonance Imaging , Female , Humans , Male , Middle Aged
2.
J Alzheimers Dis ; 79(2): 493-509, 2021.
Article in English | MEDLINE | ID: mdl-33337359

ABSTRACT

BACKGROUND: Amyloid-ß accumulation was found to alter precuneus-based functional connectivity (FC) in mild cognitive impairment (MCI) and Alzheimer's disease (AD) dementia, but its impact is less clear in subjective cognitive decline (SCD), which in combination with AD pathologic change is theorized to correspond to stage 2 of the Alzheimer's continuum in the 2018 NIA-AA research framework. OBJECTIVE: This study addresses how amyloid pathology relates to resting-state fMRI FC in SCD, especially focusing on the precuneus. METHODS: From the DELCODE cohort, two groups of 24 age- and gender-matched amyloid-positive (SCDAß+) and amyloidnegative SCD (SCDß-) patients were selected according to visual [18F]-Florbetaben (FBB) PET readings, and studied with resting-state fMRI. Local (regional homogeneity [ReHo], fractional amplitude of low-frequency fluctuations [fALFF]) and global (degree centrality [DC], precuneus seed-based FC) measures were compared between groups. Follow-up correlation analyses probed relationships of group differences with global and precuneal amyloid load, as measured by FBB standard uptake value ratios (SUVR=⫖FBB). RESULTS: ReHo was significantly higher (voxel-wise p < 0.01, cluster-level p < 0.05) in the bilateral precuneus for SCDAß+patients, whereas fALFF was not altered between groups. Relatively higher precuneus-based FC with occipital areas (but no altered DC) was observed in SCDAß+ patients. In this latter cluster, precuneus-occipital FC correlated positively with global (SCDAß+) and precuneus SUVRFBB (both groups). CONCLUSION: While partial confounding influences due to a higher APOE ε4 carrier ratio among SCDAß+ patients cannot be excluded, exploratory results indicate functional alterations in the precuneus hub region that were related to amyloid-ß load, highlighting incipient pathology in stage 2 of the AD continuum.


Subject(s)
Amyloid beta-Peptides/metabolism , Cognitive Dysfunction/diagnostic imaging , Magnetic Resonance Imaging , Aged , Aniline Compounds , Cohort Studies , Female , Humans , Male , Parietal Lobe/pathology , Stilbenes
3.
Neurology ; 95(9): e1134-e1143, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32636322

ABSTRACT

OBJECTIVE: To determine the nature and extent of minor neuropsychological deficits in patients with subjective cognitive decline (SCD) and their association with CSF biomarkers of Alzheimer disease (AD). METHOD: We analyzed data from n = 449 cognitively normal participants (n = 209 healthy controls, n = 240 patients with SCD) from an interim data release of the German Center for Neurodegenerative Diseases Longitudinal Cognitive Impairment and Dementia Study (DELCODE). An extensive neuropsychological test battery was applied at baseline for which we established a latent, 5 cognitive domain factor structure comprising learning and memory, executive functions, language abilities, working memory, and visuospatial functions. We compared groups in terms of global and domain-specific performance and correlated performance with different CSF markers of AD pathology. RESULTS: We observed worse performance (Cohen d = ≈0.25-0.5, adjusted for age, sex differences with analysis of covariance) in global performance, memory, executive functions, and language abilities for the SCD group compared to healthy controls. In addition, worse performance in these domains was moderately (r = ≈0.3) associated with lower CSF ß-amyloid42/40 and CSF ß-amyloid42/phosphorylated tau181 in the whole sample and specifically in the SCD subgroup. CONCLUSIONS: Within the spectrum of clinically unimpaired (i.e., before mild cognitive impairment) cognitive performance, SCD is associated with minor deficits in memory, executive function, and language abilities. The association of these subtle cognitive deficits with AD CSF biomarkers speaks to their validity and potential use for the early detection of underlying preclinical AD.


Subject(s)
Cognitive Dysfunction/psychology , Executive Function , Language , Learning , Memory, Short-Term , Spatial Navigation , Aged , Amyloid beta-Peptides/cerebrospinal fluid , Case-Control Studies , Cognitive Dysfunction/cerebrospinal fluid , Cognitive Dysfunction/physiopathology , Diagnostic Self Evaluation , Factor Analysis, Statistical , Female , Humans , Language Tests , Male , Middle Aged , Neuropsychological Tests , Peptide Fragments/cerebrospinal fluid , Phosphorylation , tau Proteins/cerebrospinal fluid
4.
J Neurol ; 266(10): 2465-2474, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31227891

ABSTRACT

INTRODUCTION: Subjective cognitive decline (SCD) can represent a preclinical stage of Alzheimer's disease. Diffusion tensor imaging (DTI) could aid an early diagnosis, yet only few monocentric DTI studies in SCD have been conducted, reporting heterogeneous results. We investigated microstructural changes in SCD in a larger, multicentric cohort. METHODS: 271 participants with SCD, mild cognitive impairment (MCI) or Alzheimer's dementia (AD) and healthy controls (CON) were included, recruited prospectively at nine centers of the observational DELCODE study. DTI was acquired using identical protocols. Using voxel-based analyses, we investigated fractional anisotropy (FA), mean diffusivity (MD) and mode (MO) in the white matter (WM). Discrimination accuracy was determined by cross-validated elastic-net penalized regression. Center effects were explored using variance analyses. RESULTS: MO and FA were lower in SCD compared to CON in several anterior and posterior WM regions, including the anterior corona radiata, superior and inferior longitudinal fasciculus, cingulum and splenium of the corpus callosum (p < 0.01, uncorrected). MD was higher in the superior and inferior longitudinal fasciculus, cingulum and superior corona radiata (p < 0.01, uncorrected). The cross-validated accuracy for discriminating SCD from CON was 67% (p < 0.01). As expected, the AD and MCI groups had higher MD and lower FA and MO in extensive regions, including the corpus callosum and temporal brain regions. Within these regions, center accounted for 3-15% of the variance. CONCLUSIONS: DTI revealed subtle WM alterations in SCD that were intermediate between those in MCI and CON and may be useful to detect individuals with an increased risk for AD in clinical studies.


Subject(s)
Alzheimer Disease/pathology , Cognitive Dysfunction/pathology , Cognitive Dysfunction/physiopathology , White Matter/pathology , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Cognitive Dysfunction/diagnostic imaging , Diagnostic Self Evaluation , Diffusion Tensor Imaging , Female , Humans , Longitudinal Studies , Male , Middle Aged , White Matter/diagnostic imaging
5.
J Alzheimers Dis ; 72(2): 455-465, 2019.
Article in English | MEDLINE | ID: mdl-31594223

ABSTRACT

Diffusion changes as determined by diffusion tensor imaging are potential indicators of microstructural lesions in people with mild cognitive impairment (MCI), prodromal Alzheimer's disease (AD), and AD dementia. Here we extended the scope of analysis toward subjective cognitive complaints as a pre-MCI at risk stage of AD. In a cohort of 271 participants of the prospective DELCODE study, including 93 healthy controls and 98 subjective cognitive decline (SCD), 45 MCI, and 35 AD dementia cases, we found reductions of fiber tract integrity in limbic and association fiber tracts in MCI and AD dementia compared with controls in a tract-based analysis (p < 0.05, family wise error corrected). In contrast, people with SCD showed spatially restricted white matter alterations only for the mode of anisotropy and only at an uncorrected level of significance. DTI parameters yielded a high cross-validated diagnostic accuracy of almost 80% for the clinical diagnosis of MCI and the discrimination of Aß positive MCI cases from Aß negative controls. In contrast, DTI parameters reached only random level accuracy for the discrimination between Aß positive SCD and control cases from Aß negative controls. These findings suggest that in prodromal stages of AD, such as in Aß positive MCI, multicenter DTI with prospectively harmonized acquisition parameters yields diagnostic accuracy meeting the criteria for a useful biomarker. In contrast, automated tract-based analysis of DTI parameters is not useful for the identification of preclinical AD, including Aß positive SCD and control cases.


Subject(s)
Alzheimer Disease/diagnostic imaging , Alzheimer Disease/diagnosis , Plaque, Amyloid/diagnostic imaging , Plaque, Amyloid/diagnosis , Aged , Alzheimer Disease/pathology , Amyloid beta-Peptides/cerebrospinal fluid , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/pathology , Cohort Studies , Diffusion Tensor Imaging , Female , Humans , Image Processing, Computer-Assisted , Limbic System/diagnostic imaging , Limbic System/pathology , Male , Middle Aged , Plaque, Amyloid/pathology , Predictive Value of Tests , Prospective Studies , White Matter/pathology
6.
Alzheimers Res Ther ; 11(1): 66, 2019 07 31.
Article in English | MEDLINE | ID: mdl-31366409

ABSTRACT

BACKGROUND: Subjective cognitive decline (SCD) has been proposed as a pre-MCI at-risk condition of Alzheimer's disease (AD). Current research is focusing on a refined assessment of specific SCD features associated with increased risk for AD, as proposed in the SCD-plus criteria. We developed a structured interview (SCD-I) for the assessment of these features and tested their relationship with AD biomarkers. METHODS: We analyzed data of 205 cognitively normal participants of the DELCODE study (mean age = 68.9 years; 52% female) with available CSF AD biomarkers (Aß-42, p-Tau181, Aß-42/Tau ratio, total Tau). For each of five cognitive domains (including memory, language, attention, planning, others), a study physician asked participants about the following SCD-plus features: the presence of subjective decline, associated worries, onset of SCD, feeling of worse performance than others of the same age group, and informant confirmation. We compared AD biomarkers of subjects endorsing each of these questions with those who did not, controlling for age. SCD was also quantified by two summary scores: the number of fulfilled SCD-plus features, and the number of domains with experienced decline. Covariate-adjusted linear regression analyses were used to test whether these SCD scores predicted abnormality in AD biomarkers. RESULTS: Lower Aß-42 levels were associated with a reported decline in memory and language abilities, and with the following SCD-plus features: onset of subjective decline within 5 years, confirmation of cognitive decline by an informant, and decline-related worries. Furthermore, both quantitative SCD scores were associated with lower Aß42 and lower Aß42/Tau ratio, but not with total Tau or p-Tau181. CONCLUSIONS: Findings support the usefulness of a criterion-based interview approach to assess and quantify SCD in the context of AD and validate the current SCD-plus features as predictors of AD pathology. While some features seem to be more closely associated with AD biomarkers than others, aggregated scores over several SCD-plus features or SCD domains may be the best predictors of AD pathology.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/physiopathology , Amyloid beta-Peptides/cerebrospinal fluid , Cognitive Dysfunction/cerebrospinal fluid , Cognitive Dysfunction/physiopathology , Peptide Fragments/cerebrospinal fluid , Aged , Biomarkers/cerebrospinal fluid , Diagnostic Self Evaluation , Female , Humans , Longitudinal Studies , Male , Mental Status and Dementia Tests , Middle Aged , Prodromal Symptoms
7.
Alzheimers Dement (Amst) ; 11: 610-618, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31517023

ABSTRACT

INTRODUCTION: Impaired long-term memory is a defining feature of mild cognitive impairment (MCI). We tested whether this impairment is item specific, limited to some memoranda, whereas some remain consistently memorable. METHODS: We conducted item-based analyses of long-term visual recognition memory. Three hundred ninety-four participants (healthy controls, subjective cognitive decline [SCD], and MCI) in the multicentric DZNE-Longitudinal Cognitive Impairment and Dementia Study (DELCODE) were tested with images from a pool of 835 photographs. RESULTS: We observed consistent memorability for images in healthy controls, SCD, and MCI, predictable by a neural network trained on another healthy sample. Looking at memorability differences between groups, we identified images that could successfully categorize group membership with higher success and a substantial image reduction than the original image set. DISCUSSION: Individuals with SCD and MCI show consistent memorability for specific items, while other items show significant diagnosticity. Certain stimulus features could optimize diagnostic assessment, while others could support memory.

8.
Alzheimers Dement (Amst) ; 10: 782-790, 2018.
Article in English | MEDLINE | ID: mdl-30555890

ABSTRACT

INTRODUCTION: We examined the association between cerebrospinal fluid (CSF) biomarkers of Alzheimer's disease, neural novelty responses, and brain volume in predementia old age. METHODS: We conducted a cross-sectional analysis of the observational, multicentric DZNE-Longitudinal Cognitive Impairment and Dementia Study (DELCODE) study. Seventy-six participants completed task functional magnetic resonance imaging and provided CSF (40 cognitively unimpaired, 21 experiencing subjective cognitive decline, and 15 with mild cognitive impairment). We assessed the correlation between CSF biomarkers and whole-brain functional magnetic resonance imaging novelty responses to scene images. RESULTS: Total tau levels were specifically and negatively associated with novelty responses in the right amygdala and right hippocampus. Mediation analyses showed no evidence that these associations were dependent on the volume of hippocampus/amygdala. No relationship was found between phosphorylated-tau or Aß42 levels and novelty responses. DISCUSSION: Our data show that CSF levels of total tau are associated with anatomically specific reductions in novelty processing, which cannot be fully explained by atrophy.

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