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1.
Nat Commun ; 13(1): 3124, 2022 06 06.
Article in English | MEDLINE | ID: mdl-35668104

ABSTRACT

We integrated lipidomics and genomics to unravel the genetic architecture of lipid metabolism and identify genetic variants associated with lipid species putatively in the mechanistic pathway for coronary artery disease (CAD). We quantified 596 lipid species in serum from 4,492 individuals from the Busselton Health Study. The discovery GWAS identified 3,361 independent lipid-loci associations, involving 667 genomic regions (479 previously unreported), with validation in two independent cohorts. A meta-analysis revealed an additional 70 independent genomic regions associated with lipid species. We identified 134 lipid endophenotypes for CAD associated with 186 genomic loci. Associations between independent lipid-loci with coronary atherosclerosis were assessed in ∼456,000 individuals from the UK Biobank. Of the 53 lipid-loci that showed evidence of association (P < 1 × 10-3), 43 loci were associated with at least one lipid endophenotype. These findings illustrate the value of integrative biology to investigate the aetiology of atherosclerosis and CAD, with implications for other complex diseases.


Subject(s)
Coronary Artery Disease , Coronary Artery Disease/genetics , Genetic Loci , Genetic Predisposition to Disease , Genome-Wide Association Study , Homeostasis , Humans , Lipidomics , Lipids , Polymorphism, Single Nucleotide
2.
Alzheimers Dement ; 18(11): 2151-2166, 2022 11.
Article in English | MEDLINE | ID: mdl-35077012

ABSTRACT

INTRODUCTION: The apolipoprotein E (APOE) genotype is the strongest genetic risk factor for late-onset Alzheimer's disease. However, its effect on lipid metabolic pathways, and their mediating effect on disease risk, is poorly understood. METHODS: We performed lipidomic analysis on three independent cohorts (the Australian Imaging, Biomarkers and Lifestyle [AIBL] flagship study, n = 1087; the Alzheimer's Disease Neuroimaging Initiative [ADNI] 1 study, n = 819; and the Busselton Health Study [BHS], n = 4384), and we defined associations between APOE ε2 and ε4 and 569 plasma/serum lipid species. Mediation analysis defined the proportion of the treatment effect of the APOE genotype mediated by plasma/serum lipid species. RESULTS: A total of 237 and 104 lipid species were associated with APOE ε2 and ε4, respectively. Of these 68 (ε2) and 24 (ε4) were associated with prevalent Alzheimer's disease. Individual lipid species or lipidomic models of APOE genotypes mediated up to 30% and 10% of APOE ε2 and ε4 treatment effect, respectively. DISCUSSION: Plasma lipid species mediate the treatment effect of APOE genotypes on Alzheimer's disease and as such represent a potential therapeutic target.


Subject(s)
Alzheimer Disease , Humans , Alzheimer Disease/genetics , Apolipoprotein E2/genetics , Australia , Apolipoproteins E/genetics , Genotype , Cohort Studies , Apolipoprotein E4/genetics
3.
Nat Commun ; 11(1): 5698, 2020 11 10.
Article in English | MEDLINE | ID: mdl-33173055

ABSTRACT

Changes to lipid metabolism are tightly associated with the onset and pathology of Alzheimer's disease (AD). Lipids are complex molecules comprising many isomeric and isobaric species, necessitating detailed analysis to enable interpretation of biological significance. Our expanded targeted lipidomics platform (569 species across 32 classes) allows for detailed lipid separation and characterisation. In this study we examined peripheral samples of two cohorts (AIBL, n = 1112 and ADNI, n = 800). We are able to identify concordant peripheral signatures associated with prevalent AD arising from lipid pathways including; ether lipids, sphingolipids (notably GM3 gangliosides) and lipid classes previously associated with cardiometabolic disease (phosphatidylethanolamine and triglycerides). We subsequently identified similar lipid signatures in both cohorts with future disease. Lastly, we developed multivariate lipid models that improved classification and prediction. Our results provide a holistic view between the lipidome and AD using a comprehensive approach, providing targets for further mechanistic investigation.


Subject(s)
Alzheimer Disease/metabolism , Lipidomics , Lipids/blood , Biomarkers/blood , Cohort Studies , Computer Simulation , Humans , Lipid Metabolism , Metabolomics
4.
J Alzheimers Dis ; 76(1): 303-315, 2020.
Article in English | MEDLINE | ID: mdl-32474467

ABSTRACT

BACKGROUND: Lipid metabolism is altered in Alzheimer's disease (AD); however, the relationship between AD risk factors (age, APOEɛ4, and gender) and lipid metabolism is not well defined. OBJECTIVE: We investigated whether altered lipid metabolism associated with increased age, gender, and APOE status may contribute to the development of AD by examining these risk factors in healthy controls and also clinically diagnosed AD individuals. METHODS: We performed plasma lipidomic profiling (582 lipid species) of the Australian Imaging, Biomarkers and Lifestyle flagship study of aging cohort (AIBL) using liquid chromatography-mass spectrometry. Linear regression and interaction analysis were used to explore the relationship between risk factors and plasma lipid species. RESULTS: We observed strong associations between plasma lipid species with gender and increasing age in cognitively normal individuals. However, APOEɛ4 was relatively weakly associated with plasma lipid species. Interaction analysis identified differential associations of sphingolipids and polyunsaturated fatty acid esterified lipid species with AD based on age and gender, respectively. These data indicate that the risk associated with age, gender, and APOEɛ4 may, in part, be mediated by changes in lipid metabolism. CONCLUSION: This study extends our existing knowledge of the relationship between the lipidome and AD and highlights the complexity of the relationships between lipid metabolism and AD at different ages and between men and women. This has important implications for how we assess AD risk and also for potential therapeutic strategies involving modulation of lipid metabolic pathways.


Subject(s)
Alzheimer Disease/blood , Lipid Metabolism/physiology , Lipidomics/methods , Lipids/blood , Aged , Aged, 80 and over , Alzheimer Disease/epidemiology , Alzheimer Disease/genetics , Apolipoprotein E4/genetics , Australia/epidemiology , Biomarkers/blood , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Longitudinal Studies , Male , Risk Factors , Sex Factors
5.
J Alzheimers Dis ; 74(1): 91-99, 2020.
Article in English | MEDLINE | ID: mdl-31958090

ABSTRACT

Alzheimer's disease (AD) is a neurodegenerative disorder characterized by progressive cognitive decline and neuropathological features, including abnormal deposition of amyloid-ß (Aß) peptides, intracellular neurofibrillary tangles, and neuronal death. Identifying therapeutics which can reduce memory deficits at an early stage of the disease has the advantage of slowing or even reversing disease progression before irreversible brain damage has occurred. Consequently, in this study, we investigated the ability of the histone deacetylase inhibitor sodium butyrate (NaB) to attenuate memory deficits in the 5xFAD mouse model of AD following a 12-week feeding regimen. 5xFAD mice demonstrate a unique time course of Aß pathology, developing Aß plaques as early as 2 months. Male mice were assigned to either a control diet or a NaB-supplemented diet which was administered at either 5 mg/kg/day, or 15 mg/kg/day for 12 weeks (each group, N = 15). Supplementation commenced at an early disease stage (8-10 weeks of age). Behavioral testing (contextual and cued fear conditioning) was undertaken, and brain Aß levels measured, at the end of the 12-week intervention. NaB had profound effects on Aß levels and on associative learning and cognitive functioning. A 40% reduction in brain Aß levels and a 25% increase in fear response in both the cued and contextual testing was observed in the NaB-treated animals compared to the control group. These findings suggest that NaB warrants further investigation as a potential therapeutic agent in the treatment of cognitive deficits associated with early stages of AD.


Subject(s)
Alzheimer Disease/drug therapy , Amyloid beta-Peptides/metabolism , Brain Chemistry/drug effects , Butyric Acid/pharmacology , Memory/drug effects , Nootropic Agents/pharmacology , Alzheimer Disease/genetics , Animals , Cues , Diet , Fear/drug effects , Humans , Male , Mice , Mice, Transgenic
6.
Alzheimers Res Ther ; 7(1): 16, 2015.
Article in English | MEDLINE | ID: mdl-25859282

ABSTRACT

INTRODUCTION: Alzheimer's disease (AD) is a growing socioeconomic problem worldwide. Early diagnosis and prevention of this devastating disease have become a research priority. Consequently, the identification of clinically significant and sensitive blood biomarkers for its early detection is very important. Apolipoprotein E (APOE) is a well-known and established genetic risk factor for late-onset AD; however, the impact of the protein level on AD risk is unclear. We assessed the utility of plasma ApoE protein as a potential biomarker of AD in the large, well-characterised Australian Imaging, Biomarkers and Lifestyle Study of Ageing (AIBL) cohort. METHODS: Total plasma ApoE levels were measured at 18-month follow-up using a commercial bead-based enzyme-linked immunosorbent assay: the Luminex xMAP human apolipoprotein kit. ApoE levels were then analysed between clinical classifications (healthy controls, mild cognitive impairment (MCI) and AD) and correlated with the data available from the AIBL cohort, including but not limited to APOE genotype and cerebral amyloid burden. RESULTS: A significant decrease in ApoE levels was found in the AD group compared with the healthy controls. These results validate previously published ApoE protein levels at baseline obtained using different methodology. ApoE protein levels were also significantly affected, depending on APOE genotypes, with ε2/ε2 having the highest protein levels and ε4/ε4 having the lowest. Plasma ApoE levels were significantly negatively correlated with cerebral amyloid burden as measured by neuroimaging. CONCLUSIONS: ApoE is decreased in individuals with AD compared with healthy controls at 18-month follow-up, and this trend is consistent with our results published at baseline. The influence of APOE genotype and sex on the protein levels are also explored. It is clear that ApoE is a strong player in the aetiology of this disease at both the protein and genetic levels.

7.
J Genet Genomics ; 41(5): 261-74, 2014 May 20.
Article in English | MEDLINE | ID: mdl-24894353

ABSTRACT

It has been estimated that Alzheimer's disease (AD), the most common form of dementia, will affect approximately 81 million individuals by 2040. To date, the actual cause and cascade of events in the progression of this disease have not been fully determined. Furthermore, there is currently no definitive blood test or simple diagnostic method for AD. Considerable efforts have been put into proteomic approaches to develop a diagnostic blood test, but to date these efforts have not been successful. More recently, there has been a stronger focus on lipidomic studies in the hope of increasing our understanding of the underlying mechanisms leading to AD and developing an AD blood test. It is well known that the strongest genetic risk factor for AD is the ε4 variant of apolipoprotein E (APOE). Evidence suggests that the ApoE protein, a major lipid transporter, plays a key role in the pathogenesis of AD, and its role in both normal and aberrant lipid metabolism warrants further extensive investigation. Here, we review ApoE-lipid interactions, as well as the roles that lipids may play in the pathogenesis of AD.


Subject(s)
Alzheimer Disease/metabolism , Apolipoproteins E/metabolism , Lipid Metabolism , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Animals , Apolipoproteins E/genetics , Biomarkers/blood , Cholesterol/metabolism , Endosomes/metabolism , Humans , Metabolic Diseases/pathology , Risk Factors
8.
Neurobiol Aging ; 34(9): 2217-24, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23601809

ABSTRACT

Apolipoprotein E (ApoE) is important in facilitating the transport of lipids (cholesterol, phospholipids, and sulfatides) and plays a fundamental role in normal lipid metabolism. High cholesterol levels increases the risk of developing Alzheimer's disease. In this study, we investigated the effects of a high-fat high cholesterol (HFHC) diet on brain lipid profiles in 95 young and aged APOE ε3 and ε4 knock-in mice to determine whether diet leads to altered brain levels of a number of glycerophospholipids, sphingolipids, cholesterol precursors, cholesterol, cholesterol oxidation products, and cholesterol esters. The results in this study revealed significant changes in lipid levels. The HFHC-enriched diet influenced the levels of cholesterol esters. A sharp increase in cholesterol ester levels, particularly in the aged APOE ε4 diet-enriched group, might be suggestive of abnormal acyl-coenzyme A:cholesterol acyltransferase 1 (ACAT) activity and/or levels. Age exerts appreciable effects on the brain lipidome, especially with regard to polar lipid species.


Subject(s)
Aging/metabolism , Apolipoprotein E3/genetics , Apolipoprotein E3/physiology , Apolipoprotein E4/genetics , Apolipoprotein E4/physiology , Brain/metabolism , Cholesterol, Dietary/administration & dosage , Diet, High-Fat/adverse effects , Genotype , Lipid Metabolism/genetics , Animals , Cholesterol Esters/metabolism , Gene Knock-In Techniques , Male , Mass Spectrometry , Mice , Mice, Transgenic , Sterol O-Acyltransferase/metabolism , Sulfoglycosphingolipids/metabolism
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