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1.
Alzheimers Dement ; 19(1): 318-332, 2023 01.
Article in English | MEDLINE | ID: mdl-36239924

ABSTRACT

Dementia with Lewy bodies (DLB) is clinically defined by the presence of visual hallucinations, fluctuations, rapid eye movement (REM) sleep behavioral disorder, and parkinsonism. Neuropathologically, it is characterized by the presence of Lewy pathology. However, neuropathological studies have demonstrated the high prevalence of coexistent Alzheimer's disease, TAR DNA-binding protein 43 (TDP-43), and cerebrovascular pathologic cases. Due to their high prevalence and clinical impact on DLB individuals, clinical trials should account for these co-pathologies in their design and selection and the interpretation of biomarkers values and outcomes. Here we discuss the frequency of the different co-pathologies in DLB and their cross-sectional and longitudinal clinical impact. We then evaluate the utility and possible applications of disease-specific and disease-nonspecific biomarkers and how co-pathologies can impact these biomarkers. We propose a framework for integrating multi-modal biomarker fingerprints and step-wise selection and assessment of DLB individuals for clinical trials, monitoring target engagement, and interpreting outcomes in the setting of co-pathologies.


Subject(s)
Lewy Body Disease , Humans , Alzheimer Disease/pathology , Biomarkers , Clinical Trials as Topic , Cross-Sectional Studies , Lewy Body Disease/complications , Lewy Body Disease/pathology , Parkinsonian Disorders/etiology , REM Sleep Behavior Disorder/etiology , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism
2.
Acta Neuropathol ; 141(2): 159-172, 2021 02.
Article in English | MEDLINE | ID: mdl-33399945

ABSTRACT

Currently, the neuropathological diagnosis of Lewy body disease (LBD) may be stated according to several staging systems, which include the Braak Lewy body stages (Braak), the consensus criteria by McKeith and colleagues (McKeith), the modified McKeith system by Leverenz and colleagues (Leverenz), and the Unified Staging System by Beach and colleagues (Beach). All of these systems use semi-quantitative scoring (4- or 5-tier scales) of Lewy pathology (LP; i.e., Lewy bodies and Lewy neurites) in defined cortical and subcortical areas. While these systems are widely used, some suffer from low inter-rater reliability and/or an inability to unequivocally classify all cases with LP. To address these limitations, we devised a new system, the LP consensus criteria (LPC), which is based on the McKeith system, but applies a dichotomous approach for the scoring of LP (i.e., "absent" vs. "present") and includes amygdala-predominant and olfactory-only stages. α-Synuclein-stained slides from brainstem, limbic system, neocortex, and olfactory bulb from a total of 34 cases with LP provided by the Newcastle Brain Tissue Resource (NBTR) and the University of Pennsylvania brain bank (UPBB) were scanned and assessed by 16 raters, who provided diagnostic categories for each case according to Braak, McKeith, Leverenz, Beach, and LPC systems. In addition, using LP scores available from neuropathological reports of LP cases from UPBB (n = 202) and NBTR (n = 134), JT (UPBB) and JA (NBTR) assigned categories according to all staging systems to these cases. McKeith, Leverenz, and LPC systems reached good (Krippendorff's α ≈ 0.6), while both Braak and Beach systems had lower (Krippendorff's α ≈ 0.4) inter-rater reliability, respectively. Using the LPC system, all cases could be unequivocally classified by the majority of raters, which was also seen for 97.1% when the Beach system was used. However, a considerable proportion of cases could not be classified when using Leverenz (11.8%), McKeith (26.5%), or Braak (29.4%) systems. The category of neocortical LP according to the LPC system was associated with a 5.9 OR (p < 0.0001) of dementia in the 134 NBTR cases and a 3.14 OR (p = 0.0001) in the 202 UPBB cases. We established that the LPC system has good reproducibility and allows classification of all cases into distinct categories. We expect that it will be reliable and useful in routine diagnostic practice and, therefore, suggest that it should be the standard future approach for the basic post-mortem evaluation of LP.


Subject(s)
Brain/pathology , Lewy Body Disease/pathology , Autopsy , Brain Mapping , Consensus , Humans , Lewy Bodies/pathology , Lewy Body Disease/classification , Lewy Body Disease/diagnosis , Observer Variation , Reproducibility of Results
3.
Proc Natl Acad Sci U S A ; 115(16): 4252-4257, 2018 04 17.
Article in English | MEDLINE | ID: mdl-29592955

ABSTRACT

Although the hippocampus is one of the most studied structures in the human brain, limited quantitative data exist on its 3D organization, anatomical variability, and effects of disease on its subregions. Histological studies provide restricted reference information due to their 2D nature. In this paper, high-resolution (∼200 × 200 × 200 µm3) ex vivo MRI scans of 31 human hippocampal specimens are combined using a groupwise diffeomorphic registration approach into a 3D probabilistic atlas that captures average anatomy and anatomic variability of hippocampal subfields. Serial histological imaging in 9 of the 31 specimens was used to label hippocampal subfields in the atlas based on cytoarchitecture. Specimens were obtained from autopsies in patients with a clinical diagnosis of Alzheimer's disease (AD; 9 subjects, 13 hemispheres), of other dementia (nine subjects, nine hemispheres), and in subjects without dementia (seven subjects, nine hemispheres), and morphometric analysis was performed in atlas space to measure effects of age and AD on hippocampal subfields. Disproportional involvement of the cornu ammonis (CA) 1 subfield and stratum radiatum lacunosum moleculare was found in AD, with lesser involvement of the dentate gyrus and CA2/3 subfields. An association with age was found for the dentate gyrus and, to a lesser extent, for CA1. Three-dimensional patterns of variability and disease and aging effects discovered via the ex vivo hippocampus atlas provide information highly relevant to the active field of in vivo hippocampal subfield imaging.


Subject(s)
Aging/pathology , Alzheimer Disease/pathology , Atlases as Topic , Hippocampus/pathology , Magnetic Resonance Imaging , Neuroimaging , Aged , Atrophy , Dentate Gyrus/pathology , Humans , Imaging, Three-Dimensional , Organ Size
4.
Alzheimers Dement ; 17(1): 89-102, 2021 01.
Article in English | MEDLINE | ID: mdl-32920988

ABSTRACT

INTRODUCTION: Relationships between brain atrophy patterns of typical aging and Alzheimer's disease (AD), white matter disease, cognition, and AD neuropathology were investigated via machine learning in a large harmonized magnetic resonance imaging database (11 studies; 10,216 subjects). METHODS: Three brain signatures were calculated: Brain-age, AD-like neurodegeneration, and white matter hyperintensities (WMHs). Brain Charts measured and displayed the relationships of these signatures to cognition and molecular biomarkers of AD. RESULTS: WMHs were associated with advanced brain aging, AD-like atrophy, poorer cognition, and AD neuropathology in mild cognitive impairment (MCI)/AD and cognitively normal (CN) subjects. High WMH volume was associated with brain aging and cognitive decline occurring in an ≈10-year period in CN subjects. WMHs were associated with doubling the likelihood of amyloid beta (Aß) positivity after age 65. Brain aging, AD-like atrophy, and WMHs were better predictors of cognition than chronological age in MCI/AD. DISCUSSION: A Brain Chart quantifying brain-aging trajectories was established, enabling the systematic evaluation of individuals' brain-aging patterns relative to this large consortium.


Subject(s)
Aging/physiology , Amyloid beta-Peptides/metabolism , Brain/growth & development , Machine Learning , Magnetic Resonance Imaging/methods , White Matter/growth & development , Adult , Aged , Aged, 80 and over , Atrophy , Biomarkers , Cerebral Small Vessel Diseases/metabolism , Cerebral Small Vessel Diseases/psychology , Cognitive Dysfunction , Disease Progression , Female , Humans , Image Processing, Computer-Assisted , Male , Middle Aged , Neuropsychological Tests , White Matter/pathology , Young Adult
5.
Proc Natl Acad Sci U S A ; 114(13): 3527-3532, 2017 03 28.
Article in English | MEDLINE | ID: mdl-28289224

ABSTRACT

During adolescence, the human cortex undergoes substantial remodeling to support a rapid expansion of behavioral repertoire. Accurately quantifying these changes is a prerequisite for understanding normal brain development, as well as the neuropsychiatric disorders that emerge in this vulnerable period. Past accounts have demonstrated substantial regional heterogeneity in patterns of brain development, but frequently have been limited by small samples and analytics that do not evaluate complex multivariate imaging patterns. Capitalizing on recent advances in multivariate analysis methods, we used nonnegative matrix factorization (NMF) to uncover coordinated patterns of cortical development in a sample of 934 youths ages 8-20, who completed structural neuroimaging as part of the Philadelphia Neurodevelopmental Cohort. Patterns of structural covariance (PSCs) derived by NMF were highly reproducible over a range of resolutions, and differed markedly from common gyral-based structural atlases. Moreover, PSCs were largely symmetric and showed correspondence to specific large-scale functional networks. The level of correspondence was ordered according to their functional role and position in the evolutionary hierarchy, being high in lower-order visual and somatomotor networks and diminishing in higher-order association cortex. Furthermore, PSCs showed divergent developmental associations, with PSCs in higher-order association cortex networks showing greater changes with age than primary somatomotor and visual networks. Critically, such developmental changes within PSCs were significantly associated with the degree of evolutionary cortical expansion. Together, our findings delineate a set of structural brain networks that undergo coordinated cortical thinning during adolescence, which is in part governed by evolutionary novelty and functional specialization.


Subject(s)
Cerebral Cortex/growth & development , Cerebral Cortex/physiology , Adolescent , Brain/diagnostic imaging , Brain/growth & development , Brain/physiology , Cerebral Cortex/diagnostic imaging , Child , Female , Humans , Magnetic Resonance Imaging , Male , Neuroimaging , Young Adult
6.
Alzheimers Dement ; 15(1): 55-64, 2019 01.
Article in English | MEDLINE | ID: mdl-30321501

ABSTRACT

INTRODUCTION: The level of the presynaptic protein growth-associated protein 43 (GAP-43) in cerebrospinal fluid (CSF) has previously been shown to be increased in Alzheimer's disease (AD) and thus may serve as an outcome measure in clinical trials and facilitate earlier disease detection. METHODS: We developed an enzyme-linked immunosorbent assay for CSF GAP-43 and measured healthy controls (n = 43), patients with AD (n = 275), or patients with other neurodegenerative diseases (n = 344). In a subpopulation (n = 93), CSF GAP-43 concentrations from neuropathologically confirmed cases were related to Aß plaques, tau, α-synuclein, and TDP-43 pathologies. RESULTS: GAP-43 was significantly increased in AD compared to controls and most neurodegenerative diseases and correlated with the magnitude of neurofibrillary tangles and Aß plaques in the hippocampus, amygdala, and cortex. GAP-43 was not associated to α-synuclein or TDP-43 pathology. DISCUSSION: The presynaptic marker GAP-43 is associated with both diagnosis and neuropathology of AD and thus may be useful as a sensitive and specific biomarker for clinical research.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Amyloid beta-Peptides/cerebrospinal fluid , GAP-43 Protein/cerebrospinal fluid , Plaque, Amyloid/cerebrospinal fluid , Plaque, Amyloid/pathology , tau Proteins/cerebrospinal fluid , Aged , Alzheimer Disease/pathology , Biomarkers/cerebrospinal fluid , Enzyme-Linked Immunosorbent Assay , Female , Humans , Middle Aged , alpha-Synuclein/cerebrospinal fluid
7.
Alzheimers Dement ; 15(1): 76-92, 2019 01.
Article in English | MEDLINE | ID: mdl-30337151

ABSTRACT

INTRODUCTION: Increasing evidence suggests a role for the gut microbiome in central nervous system disorders and a specific role for the gut-brain axis in neurodegeneration. Bile acids (BAs), products of cholesterol metabolism and clearance, are produced in the liver and are further metabolized by gut bacteria. They have major regulatory and signaling functions and seem dysregulated in Alzheimer's disease (AD). METHODS: Serum levels of 15 primary and secondary BAs and their conjugated forms were measured in 1464 subjects including 370 cognitively normal older adults, 284 with early mild cognitive impairment, 505 with late mild cognitive impairment, and 305 AD cases enrolled in the AD Neuroimaging Initiative. We assessed associations of BA profiles including selected ratios with diagnosis, cognition, and AD-related genetic variants, adjusting for confounders and multiple testing. RESULTS: In AD compared to cognitively normal older adults, we observed significantly lower serum concentrations of a primary BA (cholic acid [CA]) and increased levels of the bacterially produced, secondary BA, deoxycholic acid, and its glycine and taurine conjugated forms. An increased ratio of deoxycholic acid:CA, which reflects 7α-dehydroxylation of CA by gut bacteria, strongly associated with cognitive decline, a finding replicated in serum and brain samples in the Rush Religious Orders and Memory and Aging Project. Several genetic variants in immune response-related genes implicated in AD showed associations with BA profiles. DISCUSSION: We report for the first time an association between altered BA profile, genetic variants implicated in AD, and cognitive changes in disease using a large multicenter study. These findings warrant further investigation of gut dysbiosis and possible role of gut-liver-brain axis in the pathogenesis of AD.


Subject(s)
Alzheimer Disease , Bile Acids and Salts/metabolism , Cognitive Dysfunction/metabolism , Gastrointestinal Microbiome , Aged , Alzheimer Disease/microbiology , Alzheimer Disease/physiopathology , Bile Acids and Salts/blood , Dysbiosis , Female , Humans , Liver/metabolism , Male , Metabolome
8.
Acta Neuropathol ; 136(3): 363-376, 2018 09.
Article in English | MEDLINE | ID: mdl-29700597

ABSTRACT

Neurogranin (Ng) is a post-synaptic protein that previously has been shown to be a biomarker for synaptic function when measured in cerebrospinal fluid (CSF). The CSF concentration of Ng is increased in Alzheimer's disease dementia (ADD), and even in the pre-dementia stage. In this prospective study, we used an enzyme-linked immunosorbent assay that quantifies Ng in CSF to test the performance of Ng as a marker of synaptic function. In 915 patients, CSF Ng was evaluated across several different neurodegenerative diseases. Of these 915 patients, 116 had a neuropathologically confirmed definitive diagnosis and the relation between CSF Ng and topographical distribution of different pathologies in the brain was evaluated. CSF Ng was specifically increased in ADD compared to eight other neurodegenerative diseases, including Parkinson's disease (p < 0.0001), frontotemporal dementia (p < 0.0001), and amyotrophic lateral sclerosis (p = 0.0002). Similar results were obtained in neuropathologically confirmed cases. Using a biomarker index to evaluate whether CSF Ng contributed diagnostic information to the core AD CSF biomarkers (amyloid ß (Aß), t-tau, and p-tau), we show that Ng significantly increased the discrimination between AD and several other disorders. Higher CSF Ng levels were positively associated with greater Aß neuritic plaque (Consortium to Establish a Registry for Alzheimer's Disease (CERAD) neuritic plaque score, p = 0.0002) and tau tangle pathology (Braak neurofibrillary tangles staging, p = 0.0007) scores. In the hippocampus and amygdala, two brain regions heavily affected in ADD with high expression of Ng, CSF Ng was associated with plaque (p = 0.0006 and p < 0.0001), but not with tangle, α-synuclein, or TAR DNA-binding protein 43 loads. These data support that CSF Ng is increased specifically in ADD, that high CSF Ng concentrations likely reflect synaptic dysfunction and that CSF Ng is associated with ß-amyloid plaque pathology.


Subject(s)
Hippocampus/pathology , Neurodegenerative Diseases/cerebrospinal fluid , Neurogranin/cerebrospinal fluid , Aged , Aged, 80 and over , Amyloid beta-Peptides/cerebrospinal fluid , Female , Humans , Male , Middle Aged , Neurodegenerative Diseases/pathology , Neurofibrillary Tangles/pathology , Phenotype , Prospective Studies , alpha-Synuclein/cerebrospinal fluid , tau Proteins/cerebrospinal fluid
9.
Brain ; 140(3): 735-747, 2017 03 01.
Article in English | MEDLINE | ID: mdl-28003242

ABSTRACT

See Coulthard and Knight (doi:10.1093/aww335) for a scientific commentary on this article.Individuals with mild cognitive impairment and Alzheimer's disease clinical diagnoses can display significant phenotypic heterogeneity. This variability likely reflects underlying genetic, environmental and neuropathological differences. Characterizing this heterogeneity is important for precision diagnostics, personalized predictions, and recruitment of relatively homogeneous sets of patients into clinical trials. In this study, we apply state-of-the-art semi-supervised machine learning methods to the Alzheimer's disease Neuroimaging cohort (ADNI) to elucidate the heterogeneity of neuroanatomical differences between subjects with mild cognitive impairment (n = 530) and Alzheimer's disease (n = 314) and cognitively normal individuals (n = 399), thereby adding to an increasing literature aiming to establish neuroanatomical and neuropathological (e.g. amyloid and tau deposition) dimensions in Alzheimer's disease and its prodromal stages. These dimensional approaches aim to provide surrogate measures of heterogeneous underlying pathologic processes leading to cognitive impairment. We relate these neuroimaging patterns to cerebrospinal fluid biomarkers, white matter hyperintensities, cognitive and clinical measures, and longitudinal trajectories. We identified four such atrophy patterns: (i) individuals with largely normal neuroanatomical profiles, who also turned out to have the least abnormal cognitive and cerebrospinal fluid biomarker profiles and the slowest clinical progression during follow-up; (ii) individuals with classical Alzheimer's disease neuroanatomical, cognitive, cerebrospinal fluid biomarkers and clinical profile, who presented the fastest clinical progression; (iii) individuals with a diffuse pattern of atrophy with relatively less pronounced involvement of the medial temporal lobe, abnormal cerebrospinal fluid amyloid-ß1-42 values, and proportionally greater executive impairment; and (iv) individuals with notably focal involvement of the medial temporal lobe and a slow steady progression, likely representing in early Alzheimer's disease stages. These four atrophy patterns effectively define a 4-dimensional categorization of neuroanatomical alterations in mild cognitive impairment and Alzheimer's disease that can complement existing dimensional approaches for staging Alzheimer's disease using a variety of biomarkers, which offer the potential for enabling precision diagnostics and prognostics, as well as targeted patient recruitment of relatively homogeneous subgroups of subjects for clinical trials.


Subject(s)
Alzheimer Disease , Biomarkers/cerebrospinal fluid , Cognition Disorders , Disease Progression , Prodromal Symptoms , Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/complications , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/pathology , Amyloid beta-Peptides/cerebrospinal fluid , Analysis of Variance , Apolipoproteins E/genetics , Cluster Analysis , Cognition Disorders/cerebrospinal fluid , Cognition Disorders/diagnostic imaging , Cognition Disorders/etiology , Cognition Disorders/pathology , Cohort Studies , Cross-Sectional Studies , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Peptide Fragments/cerebrospinal fluid , White Matter/diagnostic imaging , White Matter/pathology , tau Proteins/cerebrospinal fluid
10.
Alzheimers Dement ; 14(8): 1052-1062, 2018 08.
Article in English | MEDLINE | ID: mdl-29604263

ABSTRACT

INTRODUCTION: The ability of Alzheimer's disease (AD) cerebrospinal fluid (CSF) biomarkers (amyloid ß peptide 1-42, total tau, and phosphorylated tau) to discriminate AD from related disorders is limited. Biomarkers for other concomitant pathologies (e.g., CSF α-synuclein [α-syn] for Lewy body pathology) may be needed to further improve the differential diagnosis. METHODS: CSF total α-syn, phosphorylated α-syn at Ser129, and AD CSF biomarkers were evaluated with Luminex immunoassays in 367 participants, followed by validation in 74 different neuropathologically confirmed cases. RESULTS: CSF total α-syn, when combined with amyloid ß peptide 1-42 and either total tau or phosphorylated tau, improved the differential diagnosis of AD versus frontotemporal dementia, Lewy body disorders, or other neurological disorders. The diagnostic accuracy of the combined models attained clinical relevance (area under curve ∼0.9) and was largely validated in neuropathologically confirmed cases. DISCUSSION: Combining CSF biomarkers representing AD and Lewy body pathologies may have clinical value in the differential diagnosis of AD.


Subject(s)
Alzheimer Disease/diagnosis , Diagnosis, Differential , alpha-Synuclein/cerebrospinal fluid , Aged , Alzheimer Disease/cerebrospinal fluid , Amyloid/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Female , Humans , Lewy Body Disease/cerebrospinal fluid , Lewy Body Disease/diagnosis , Male , Phosphorylation , tau Proteins/cerebrospinal fluid
11.
Brain ; 139(Pt 4): 1164-79, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26912649

ABSTRACT

White matter hyperintensities are associated with increased risk of dementia and cognitive decline. The current study investigates the relationship between white matter hyperintensities burden and patterns of brain atrophy associated with brain ageing and Alzheimer's disease in a large populatison-based sample (n = 2367) encompassing a wide age range (20-90 years), from the Study of Health in Pomerania. We quantified white matter hyperintensities using automated segmentation and summarized atrophy patterns using machine learning methods resulting in two indices: the SPARE-BA index (capturing age-related brain atrophy), and the SPARE-AD index (previously developed to capture patterns of atrophy found in patients with Alzheimer's disease). A characteristic pattern of age-related accumulation of white matter hyperintensities in both periventricular and deep white matter areas was found. Individuals with high white matter hyperintensities burden showed significantly (P < 0.0001) lower SPARE-BA and higher SPARE-AD values compared to those with low white matter hyperintensities burden, indicating that the former had more patterns of atrophy in brain regions typically affected by ageing and Alzheimer's disease dementia. To investigate a possibly causal role of white matter hyperintensities, structural equation modelling was used to quantify the effect of Framingham cardiovascular disease risk score and white matter hyperintensities burden on SPARE-BA, revealing a statistically significant (P < 0.0001) causal relationship between them. Structural equation modelling showed that the age effect on SPARE-BA was mediated by white matter hyperintensities and cardiovascular risk score each explaining 10.4% and 21.6% of the variance, respectively. The direct age effect explained 70.2% of the SPARE-BA variance. Only white matter hyperintensities significantly mediated the age effect on SPARE-AD explaining 32.8% of the variance. The direct age effect explained 66.0% of the SPARE-AD variance. Multivariable regression showed significant relationship between white matter hyperintensities volume and hypertension (P = 0.001), diabetes mellitus (P = 0.023), smoking (P = 0.002) and education level (P = 0.003). The only significant association with cognitive tests was with the immediate recall of the California verbal and learning memory test. No significant association was present with the APOE genotype. These results support the hypothesis that white matter hyperintensities contribute to patterns of brain atrophy found in beyond-normal brain ageing in the general population. White matter hyperintensities also contribute to brain atrophy patterns in regions related to Alzheimer's disease dementia, in agreement with their known additive role to the likelihood of dementia. Preventive strategies reducing the odds to develop cardiovascular disease and white matter hyperintensities could decrease the incidence or delay the onset of dementia.


Subject(s)
Aging/pathology , Brain/pathology , Population Surveillance , White Matter/pathology , Adult , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/epidemiology , Cognition Disorders/diagnosis , Cognition Disorders/epidemiology , Cohort Studies , Dementia/diagnosis , Dementia/epidemiology , Female , Germany/epidemiology , Humans , Magnetic Resonance Imaging/trends , Male , Middle Aged , Poland/epidemiology , Population Surveillance/methods , Risk Factors , Young Adult
12.
Alzheimers Dement ; 13(7): 770-777, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28174071

ABSTRACT

INTRODUCTION: Heart failure (HF) and atrial fibrillation (AF) have been associated with a higher risk of Alzheimer's disease (AD). Whether HF and AF are related to AD by enhancing AD neuropathological changes is unknown. METHODS: We applied network analyses and multiple logistic regression models to assess the association between HF and AF with severity of AD neuropathology in patients from the National Alzheimer's Coordinating Center database with primary neuropathological diagnosis of AD. RESULTS: We included 1593 patients, of whom 129 had HF and 250 had AF. HF and AF patients were older and had milder AD pathology. In the network analyses, HF and AF were associated with milder AD neuropathology. In the regression analyses, age (odds ratio [OR] 0.94, 95% confidence interval [CI] 0.93-0.95 per 1-year increase in age, P < .001) and the interaction term HF × AF (OR 0.61, 95% CI 0.40-0.91, P = .014) were inversely related to severe AD pathology, whereas APOE ε4 genotype showed a direct association (OR 1.68, 95% CI 1.31-2.16). Vascular neuropathology was more frequent in patient with HF and AF patients than in those without. DISCUSSION: HF and AF had milder AD neuropathology. Patients with milder AD lived longer and had more exposure to vascular risk factors. HF and AF patients showed a higher frequency of vascular neuropathology, which could have contributed to lower the threshold for clinically evident dementia.


Subject(s)
Alzheimer Disease/pathology , Atrial Fibrillation/complications , Heart Failure/complications , Aged , Aged, 80 and over , Dementia, Vascular/pathology , Female , Humans , Male , Risk Factors
13.
Alzheimers Dement ; 13(9): 965-984, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28341160

ABSTRACT

INTRODUCTION: The Alzheimer's Disease Research Summits of 2012 and 2015 incorporated experts from academia, industry, and nonprofit organizations to develop new research directions to transform our understanding of Alzheimer's disease (AD) and propel the development of critically needed therapies. In response to their recommendations, big data at multiple levels are being generated and integrated to study network failures in disease. We used metabolomics as a global biochemical approach to identify peripheral metabolic changes in AD patients and correlate them to cerebrospinal fluid pathology markers, imaging features, and cognitive performance. METHODS: Fasting serum samples from the Alzheimer's Disease Neuroimaging Initiative (199 control, 356 mild cognitive impairment, and 175 AD participants) were analyzed using the AbsoluteIDQ-p180 kit. Performance was validated in blinded replicates, and values were medication adjusted. RESULTS: Multivariable-adjusted analyses showed that sphingomyelins and ether-containing phosphatidylcholines were altered in preclinical biomarker-defined AD stages, whereas acylcarnitines and several amines, including the branched-chain amino acid valine and α-aminoadipic acid, changed in symptomatic stages. Several of the analytes showed consistent associations in the Rotterdam, Erasmus Rucphen Family, and Indiana Memory and Aging Studies. Partial correlation networks constructed for Aß1-42, tau, imaging, and cognitive changes provided initial biochemical insights for disease-related processes. Coexpression networks interconnected key metabolic effectors of disease. DISCUSSION: Metabolomics identified key disease-related metabolic changes and disease-progression-related changes. Defining metabolic changes during AD disease trajectory and its relationship to clinical phenotypes provides a powerful roadmap for drug and biomarker discovery.


Subject(s)
Alzheimer Disease/blood , Alzheimer Disease/complications , Metabolic Diseases/etiology , Metabolic Networks and Pathways/physiology , Aged , Aged, 80 and over , Aging/blood , Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/diagnostic imaging , Amino Acids/blood , Amyloid beta-Peptides/metabolism , Aniline Compounds/metabolism , Cognitive Dysfunction/blood , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/etiology , Cohort Studies , Cross-Sectional Studies , Fasting , Female , Humans , Male , Metabolic Diseases/blood , Metabolic Diseases/cerebrospinal fluid , Metabolic Diseases/diagnostic imaging , Metabolomics/methods , Peptide Fragments/metabolism , Phosphatidylcholines/blood , Phosphatidylcholines/metabolism , Sphingomyelins/blood , Thiazoles/metabolism , tau Proteins/cerebrospinal fluid
14.
Acta Neuropathol ; 131(3): 393-409, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26721587

ABSTRACT

We investigated the distribution patterns of Lewy body-related pathology (LRP) and the effect of coincident Alzheimer disease (AD) pathology using a data-driven clustering approach that identified groups with different LRP pathology distributions without any diagnostic or researcher's input in two cohorts including: Parkinson disease patients without (PD, n = 141) and with AD (PD-AD, n = 80), dementia with Lewy bodies subjects without AD (DLB, n = 13) and demented subjects with AD and LRP pathology (Dem-AD-LB, n = 308). The Dem-AD-LB group presented two LRP patterns, olfactory-amygdala and limbic LRP with negligible brainstem pathology, that were absent in the PD groups, which are not currently included in the DLB staging system and lacked extracranial LRP as opposed to the PD group. The Dem-AD-LB individuals showed relative preservation of substantia nigra cells and dopamine active transporter in putamen. PD cases with AD pathology showed increased LRP. The cluster with occipital LRP was associated with non-AD type dementia clinical diagnosis in the Dem-AD-LB group and a faster progression to dementia in the PD groups. We found that (1) LRP pathology in Dem-AD-LB shows a distribution that differs from PD, without significant brainstem or extracranial LRP in initial phases; (2) coincident AD pathology is associated with increased LRP in PD indicating an interaction; (3) LRP and coincident AD pathology independently predict progression to dementia in PD, and (4) evaluation of LRP needs to acknowledge different LRP spreading patterns and evaluate substantia nigra integrity in the neuropathological assessment and consider the implications of neuropathological heterogeneity for clinical and biomarker characterization.


Subject(s)
Alzheimer Disease/pathology , Lewy Bodies/pathology , Lewy Body Disease/pathology , Parkinson Disease/pathology , alpha-Synuclein/analysis , Aged , Aged, 80 and over , Alzheimer Disease/complications , Cluster Analysis , Female , Humans , Lewy Body Disease/complications , Male , Parkinson Disease/complications
15.
Acta Neuropathol ; 131(6): 935-49, 2016 06.
Article in English | MEDLINE | ID: mdl-27021906

ABSTRACT

The development of biomarkers to predict the progression of Parkinson's disease (PD) from its earliest stage through its heterogeneous course is critical for research and therapeutic development. The Parkinson's Progression Markers Initiative (PPMI) study is an ongoing international multicenter, prospective study to validate biomarkers in drug-naïve PD patients and matched healthy controls (HC). We quantified cerebrospinal fluid (CSF) alpha-synuclein (α-syn), amyloid-beta1-42 (Aß1-42), total tau (t-tau), and tau phosphorylated at Thr181 (p-tau) in 660 PPMI subjects at baseline, and correlated these data with measures of the clinical features of these subjects. We found that CSF α-syn, t-tau and p-tau levels, but not Aß1-42, were significantly lower in PD compared with HC, while the diagnostic value of the individual CSF biomarkers for PD diagnosis was limited due to large overlap. The level of α-syn, but not other biomarkers, was significantly lower in PD patients with non-tremor-dominant phenotype compared with tremor-dominant phenotype. In addition, in PD patients the lowest Aß1-42, or highest t-tau/Aß1-42 and t-tau/α-syn quintile in PD patients were associated with more severe non-motor dysfunction compared with the highest or lowest quintiles, respectively. In a multivariate regression model, lower α-syn was significantly associated with worse cognitive test performance. APOE ε4 genotype was associated with lower levels of Aß1-42, but neither with PD diagnosis nor cognition. Our data suggest that the measurement of CSF biomarkers in early-stage PD patients may relate to disease heterogeneity seen in PD. Longitudinal observations in PPMI subjects are needed to define their prognostic performance.


Subject(s)
Amyloid beta-Peptides/cerebrospinal fluid , Parkinson Disease/diagnosis , Adult , Aged , Aged, 80 and over , Amyloid beta-Peptides/genetics , Biomarkers/cerebrospinal fluid , Cognition/physiology , Cognition Disorders/cerebrospinal fluid , Cognition Disorders/complications , Cognition Disorders/diagnosis , Disease Progression , Early Diagnosis , Female , Humans , Male , Middle Aged , Parkinson Disease/cerebrospinal fluid , Parkinson Disease/complications , Peptide Fragments/cerebrospinal fluid , Phenotype , Prospective Studies
16.
Brain ; 138(Pt 9): 2701-15, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26220940

ABSTRACT

In a large multicentre sample of cognitively normal subjects, as a function of age, gender and APOE genotype, we studied the frequency of abnormal cerebrospinal fluid levels of Alzheimer's disease biomarkers including: total tau, phosphorylated tau and amyloid-ß1-42. Fifteen cohorts from 12 different centres with either enzyme-linked immunosorbent assays or Luminex® measurements were selected for this study. Each centre sent nine new cerebrospinal fluid aliquots that were used to measure total tau, phosphorylated tau and amyloid-ß1-42 in the Gothenburg laboratory. Seven centres showed a high correlation with the new Gothenburg measurements; therefore, 10 cohorts from these centres are included in the analyses here (1233 healthy control subjects, 40-84 years old). Amyloid-ß amyloid status (negative or positive) and neurodegeneration status (negative or positive) was established based on the pathological cerebrospinal fluid Alzheimer's disease cut-off values for cerebrospinal fluid amyloid-ß1-42 and total tau, respectively. While gender did not affect these biomarker values, APOE genotype modified the age-associated changes in cerebrospinal fluid biomarkers such that APOE ε4 carriers showed stronger age-related changes in cerebrospinal fluid phosphorylated tau, total tau and amyloid-ß1-42 values and APOE ε2 carriers showed the opposite effect. At 40 years of age, 76% of the subjects were classified as amyloid negative, neurodegeneration negative and their frequency decreased to 32% at 85 years. The amyloid-positive neurodegeneration-negative group remained stable. The amyloid-negative neurodegeneration-positive group frequency increased slowly from 1% at 44 years to 16% at 85 years, but its frequency was not affected by APOE genotype. The amyloid-positive neurodegeneration-positive frequency increased from 1% at 53 years to 28% at 85 years. Abnormally low cerebrospinal fluid amyloid-ß1-42 levels were already frequent in midlife and APOE genotype strongly affects the levels of cerebrospinal fluid amyloid-ß1-42, phosphorylated tau and total tau across the lifespan without influencing the frequency of subjects with suspected non-amyloid pathology.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/physiopathology , Amyloid beta-Peptides/cerebrospinal fluid , Cognition/physiology , Peptide Fragments/cerebrospinal fluid , tau Proteins/cerebrospinal fluid , Adult , Age Factors , Aged , Aged, 80 and over , Alzheimer Disease/genetics , Analysis of Variance , Apolipoproteins E/genetics , Cohort Studies , Female , Humans , Male , Middle Aged , Neurodegenerative Diseases/etiology , Neuropsychological Tests , Severity of Illness Index
17.
Acta Neuropathol ; 130(3): 363-72, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26022924

ABSTRACT

We investigated whether chromosome 9 open reading frame 72 hexanucleotide repeat expansion (C9orf72 expansion) size in peripheral DNA was associated with clinical differences in frontotemporal degeneration (FTD) and amyotrophic lateral sclerosis (ALS) linked to C9orf72 repeat expansion mutations. A novel quantification workflow was developed to measure C9orf72 expansion size by Southern blot densitometry in a cross-sectional cohort of C9orf72 expansion carriers with FTD (n = 39), ALS (n = 33), both (n = 35), or who are unaffected (n = 21). Multivariate linear regressions were performed to assess whether C9orf72 expansion size from peripheral DNA was associated with clinical phenotype, age of disease onset, disease duration and age at death. Mode values of C9orf72 expansion size were significantly shorter in FTD compared to ALS (p = 0.0001) but were not associated with age at onset in either FTD or ALS. A multivariate regression model correcting for patient's age at DNA collection and disease phenotype revealed that C9orf72 expansion size is significantly associated with shorter disease duration (p = 0.0107) for individuals with FTD, but not with ALS. Despite considerable somatic instability of the C9orf72 expansion, semi-automated expansion size measurements demonstrated an inverse relationship between C9orf72 expansion size and disease duration in patients with FTD. Our finding suggests that C9orf72 repeat size may be a molecular disease modifier in FTD linked to hexanucleotide repeat expansion.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Amyotrophic Lateral Sclerosis/physiopathology , DNA Repeat Expansion , Frontotemporal Lobar Degeneration/genetics , Frontotemporal Lobar Degeneration/physiopathology , Proteins/genetics , Age of Onset , Aged , Amyotrophic Lateral Sclerosis/blood , Blotting, Southern , C9orf72 Protein , Cohort Studies , Cross-Sectional Studies , Female , Frontotemporal Lobar Degeneration/blood , Genotyping Techniques , Haplotypes , Humans , Linear Models , Male , Middle Aged , Multivariate Analysis , Pattern Recognition, Automated , Phenotype , Polymorphism, Single Nucleotide , Proteins/metabolism , Time Factors
18.
Alzheimers Dement ; 11(7): 772-91, 2015 Jul.
Article in English | MEDLINE | ID: mdl-26194312

ABSTRACT

INTRODUCTION: We describe Alzheimer's Disease Neuroimaging Initiative (ADNI) Biomarker Core progress including: the Biobank; cerebrospinal fluid (CSF) amyloid beta (Aß1-42), t-tau, and p-tau181 analytical performance, definition of Alzheimer's disease (AD) profile for plaque, and tangle burden detection and increased risk for progression to AD; AD disease heterogeneity; progress in standardization; and new studies using ADNI biofluids. METHODS: Review publications authored or coauthored by ADNI Biomarker core faculty and selected non-ADNI studies to deepen the understanding and interpretation of CSF Aß1-42, t-tau, and p-tau181 data. RESULTS: CSF AD biomarker measurements with the qualified AlzBio3 immunoassay detects neuropathologic AD hallmarks in preclinical and prodromal disease stages, based on CSF studies in non-ADNI living subjects followed by the autopsy confirmation of AD. Collaboration across ADNI cores generated the temporal ordering model of AD biomarkers varying across individuals because of genetic/environmental factors that increase/decrease resilience to AD pathologies. DISCUSSION: Further studies will refine this model and enable the use of biomarkers studied in ADNI clinically and in disease-modifying therapeutic trials.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/diagnosis , Amyloid beta-Peptides/cerebrospinal fluid , Peptide Fragments/cerebrospinal fluid , tau Proteins/cerebrospinal fluid , Databases, Bibliographic/statistics & numerical data , Humans
19.
Neurobiol Dis ; 64: 60-5, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24361601

ABSTRACT

OBJECTIVE: Oscillatory activity in the beta band is increased in the subthalamic nucleus (STN) of Parkinson's disease (PD) patients. Rigidity and bradykinesia are associated with the low-beta component (13-20Hz) but the neurophysiological correlate of freezing of gait in PD has not been ascertained. METHODS: We evaluated the power and coherence of the low- and high-beta bands in the STN and cortex (EEG) of PD patients with (p-FOG) (n=14) or without freezing of gait (n-FOG) (n=8) in whom electrodes for chronic stimulation in the STN had been implanted for treatment with deep brain stimulation. RESULTS: p-FOG patients showed higher power in the high-beta band (F=11.6, p=0.002) that was significantly reduced after l-dopa administration along with suppression of FOG (F=4.6, p=0.042). High-beta cortico-STN coherence was maximal for midline cortical EEG electrodes, whereas the low-beta band was maximal for lateral electrodes (χ(2)=20.60, p<0.0001). CONCLUSIONS: The association between freezing of gait, high-beta STN oscillations and cortico-STN coherence suggests that this oscillatory activity might interfere in the frontal cortex-basal ganglia networks, thereby participating in the pathophysiology of FOG in PD.


Subject(s)
Beta Rhythm/physiology , Gait Apraxia/etiology , Gait Apraxia/physiopathology , Parkinson Disease/complications , Parkinson Disease/physiopathology , Subthalamic Nucleus/physiopathology , Antiparkinson Agents/therapeutic use , Beta Rhythm/drug effects , Cerebral Cortex/drug effects , Cerebral Cortex/physiopathology , Deep Brain Stimulation , Electroencephalography , Female , Gait Apraxia/drug therapy , Gait Apraxia/therapy , Humans , Implantable Neurostimulators , Levodopa/therapeutic use , Male , Middle Aged , Neural Pathways/drug effects , Neural Pathways/physiopathology , Parkinson Disease/drug therapy , Parkinson Disease/therapy , Subthalamic Nucleus/drug effects
20.
Ann Neurol ; 74(1): 20-38, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23686809

ABSTRACT

OBJECTIVE: To see whether the distribution patterns of phosphorylated 43kDa TAR DNA-binding protein (pTDP-43) intraneuronal inclusions in amyotrophic lateral sclerosis (ALS) permit recognition of neuropathological stages. METHODS: pTDP-43 immunohistochemistry was performed on 70 µm sections from ALS autopsy cases (N = 76) classified by clinical phenotype and genetic background. RESULTS: ALS cases with the lowest burden of pTDP-43 pathology were characterized by lesions in the agranular motor cortex, brainstem motor nuclei of cranial nerves V, VII, and X-XII, and spinal cord α-motoneurons (stage 1). Increasing burdens of pathology showed involvement of the prefrontal neocortex (middle frontal gyrus), brainstem reticular formation, precerebellar nuclei, and the red nucleus (stage 2). In stage 3, pTDP-43 pathology involved the prefrontal (gyrus rectus and orbital gyri) and then postcentral neocortex and striatum. Cases with the greatest burden of pTDP-43 lesions showed pTDP-43 inclusions in anteromedial portions of the temporal lobe, including the hippocampus (stage 4). At all stages, these lesions were accompanied by pTDP-43 oligodendroglial aggregates. Ten cases with C9orf72 repeat expansion displayed the same sequential spreading pattern as nonexpansion cases but a greater regional burden of lesions, indicating a more fulminant dissemination of pTDP-43 pathology. INTERPRETATION: pTDP-43 pathology in ALS possibly disseminates in a sequential pattern that permits recognition of 4 neuropathological stages consistent with the hypothesis that pTDP-43 pathology is propagated along axonal pathways. Moreover, the finding that pTDP-43 pathology develops in the prefrontal cortex as part of an ongoing disease process could account for the development of executive cognitive deficits in ALS.


Subject(s)
Amyotrophic Lateral Sclerosis/complications , Brain/metabolism , DNA-Binding Proteins/metabolism , Spinal Cord/metabolism , Spinal Cord/pathology , TDP-43 Proteinopathies/pathology , Adaptor Proteins, Signal Transducing , Adult , Aged , Aged, 80 and over , Amyotrophic Lateral Sclerosis/genetics , Autophagy-Related Proteins , Brain/pathology , C9orf72 Protein , Cell Cycle Proteins/genetics , Cross-Sectional Studies , DNA-Binding Proteins/genetics , Disease Progression , Female , Genetic Testing , Humans , Male , Middle Aged , Mutation/genetics , Neuroglia/metabolism , Neuroglia/pathology , Neurons/metabolism , Neurons/pathology , Proteins/genetics , TDP-43 Proteinopathies/genetics , Ubiquitins/genetics
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