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1.
Cold Spring Harb Protoc ; 2022(12): 641-652, 2022 12 01.
Article in English | MEDLINE | ID: mdl-35953244

ABSTRACT

Single-cell omics such as single-cell RNA-sequencing (RNA-seq) have been used extensively to obtain single-cell genome-wide expression data. This technique can be used to compare mutant and wild-type embryos at predifferentiation stages when individual tissues are not yet formed (therefore requiring genotyping to distinguish among embryos), for example, to determine effects of mutations on developmental trajectories or congenital disease phenotypes. It is, however, hard to use single cells for this technique, because such embryos or cells would need to be frozen until genotyping is complete to capture a given developmental stage precisely, but intact cells cannot be isolated from frozen samples. We developed a protocol in which high-quality nuclei are isolated from frozen cell suspensions, allowing for genotyping individual embryos based on a small fraction of a single embryo suspension. The remaining suspension is frozen. After genotyping is complete, nuclei are isolated from embryo suspensions with the desired genotype and encapsulated in 10× Genomics barcoded gel beads for single-nucleus RNA-seq. We provide a step-by-step protocol that can be used for single transcriptomic analysis as well as single-nucleus chromatin accessibility assays such as ATAC-seq. This technique allows for high-quality high-throughput single-nucleus analysis of gene expression in genotyped embryos. This approach may also be valuable for collection of wild-type embryonic material, for example, when collecting tissue from a particular developmental stage. In addition, freezing of tissue suspensions allows precise staging of collected embryos or tissue that may be difficult to manage when collecting and processing cells from living embryos for single-cell RNA-seq.


Subject(s)
Cell Nucleus , Chromatin , Animals , Freezing , Cell Nucleus/genetics , Cell Nucleus/metabolism , Xenopus , Chromatin/metabolism , Chromatin Immunoprecipitation/methods
2.
Nat Commun ; 12(1): 3517, 2021 06 10.
Article in English | MEDLINE | ID: mdl-34112773

ABSTRACT

Epigenome-wide association studies of Alzheimer's disease have highlighted neuropathology-associated DNA methylation differences, although existing studies have been limited in sample size and utilized different brain regions. Here, we combine data from six DNA methylomic studies of Alzheimer's disease (N = 1453 unique individuals) to identify differential methylation associated with Braak stage in different brain regions and across cortex. We identify 236 CpGs in the prefrontal cortex, 95 CpGs in the temporal gyrus and ten CpGs in the entorhinal cortex at Bonferroni significance, with none in the cerebellum. Our cross-cortex meta-analysis (N = 1408 donors) identifies 220 CpGs associated with neuropathology, annotated to 121 genes, of which 84 genes have not been previously reported at this significance threshold. We have replicated our findings using two further DNA methylomic datasets consisting of a further >600 unique donors. The meta-analysis summary statistics are available in our online data resource ( www.epigenomicslab.com/ad-meta-analysis/ ).


Subject(s)
Alzheimer Disease/genetics , Alzheimer Disease/metabolism , DNA Methylation , Entorhinal Cortex/metabolism , Epigenome , Prefrontal Cortex/metabolism , Temporal Lobe/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/pathology , Cohort Studies , CpG Islands , Entorhinal Cortex/pathology , Epigenesis, Genetic , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Prefrontal Cortex/pathology , ROC Curve , Temporal Lobe/pathology
3.
Genome Biol ; 22(1): 90, 2021 03 26.
Article in English | MEDLINE | ID: mdl-33771206

ABSTRACT

BACKGROUND: People with neurodegenerative disorders show diverse clinical syndromes, genetic heterogeneity, and distinct brain pathological changes, but studies report overlap between these features. DNA methylation (DNAm) provides a way to explore this overlap and heterogeneity as it is determined by the combined effects of genetic variation and the environment. In this study, we aim to identify shared blood DNAm differences between controls and people with Alzheimer's disease, amyotrophic lateral sclerosis, and Parkinson's disease. RESULTS: We use a mixed-linear model method (MOMENT) that accounts for the effect of (un)known confounders, to test for the association of each DNAm site with each disorder. While only three probes are found to be genome-wide significant in each MOMENT association analysis of amyotrophic lateral sclerosis and Parkinson's disease (and none with Alzheimer's disease), a fixed-effects meta-analysis of the three disorders results in 12 genome-wide significant differentially methylated positions. Predicted immune cell-type proportions are disrupted across all neurodegenerative disorders. Protein inflammatory markers are correlated with profile sum-scores derived from disease-associated immune cell-type proportions in a healthy aging cohort. In contrast, they are not correlated with MOMENT DNAm-derived profile sum-scores, calculated using effect sizes of the 12 differentially methylated positions as weights. CONCLUSIONS: We identify shared differentially methylated positions in whole blood between neurodegenerative disorders that point to shared pathogenic mechanisms. These shared differentially methylated positions may reflect causes or consequences of disease, but they are unlikely to reflect cell-type proportion differences.


Subject(s)
DNA Methylation , Epigenesis, Genetic , Genome-Wide Association Study , Neurodegenerative Diseases/etiology , Alleles , Biomarkers , Blood Cells/metabolism , Case-Control Studies , Disease Susceptibility , Gene Expression Profiling , Genetic Loci , Genetic Predisposition to Disease , Humans , Neurodegenerative Diseases/metabolism
4.
Neurobiol Aging ; 97: 56-64, 2021 01.
Article in English | MEDLINE | ID: mdl-33157432

ABSTRACT

Pharmacological phosphodiesterase 4D (PDE4D) inhibition shows therapeutic potential to restore memory function in Alzheimer's disease (AD), but will likely evoke adverse side effects. As PDE4D encodes multiple isoforms, targeting specific isoforms may improve treatment efficacy and safety. Here, we investigated whether PDE4D isoform expression and PDE4D DNA methylation is affected in AD and whether expression changes are associated with severity of pathology and cognitive impairment. In post-mortem temporal lobe brain material from AD patients (n = 42) and age-matched controls (n = 40), we measured PDE4D isoform expression and PDE4D DNA (hydroxy)methylation using quantitative polymerase chain reaction and Illumina 450k Beadarrays, respectively. Linear regression revealed increased PDE4D1, -D3, -D5, and -D8 expression in AD with concurrent (hydroxy)methylation changes in associated promoter regions. Moreover, increased PDE4D1 and -D3 expression was associated with higherplaque and tau pathology levels, higher Braak stages, and progressed cognitive impairment. Future studies should indicate functional roles of specific PDE4D isoforms and the efficacy and safety of their selective inhibition to restore memory function in AD.


Subject(s)
Alzheimer Disease/genetics , Alzheimer Disease/pathology , Brain/metabolism , Brain/pathology , Cognitive Dysfunction/etiology , Cognitive Dysfunction/genetics , Cyclic Nucleotide Phosphodiesterases, Type 4/genetics , Cyclic Nucleotide Phosphodiesterases, Type 4/metabolism , Gene Expression/genetics , Genetic Association Studies , Aged , Aged, 80 and over , Alzheimer Disease/complications , Cognitive Dysfunction/pathology , Cohort Studies , Female , Humans , Isoenzymes/genetics , Isoenzymes/metabolism , Male
5.
Neurobiol Aging ; 95: 26-45, 2020 11.
Article in English | MEDLINE | ID: mdl-32745807

ABSTRACT

A growing number of epigenome-wide association studies have demonstrated a role for DNA methylation in the brain in Alzheimer's disease. With the aim of exploring peripheral biomarker potential, we have examined DNA methylation patterns in whole blood collected from 284 individuals in the AddNeuroMed study, which included 89 nondemented controls, 86 patients with Alzheimer's disease, and 109 individuals with mild cognitive impairment, including 38 individuals who progressed to Alzheimer's disease within 1 year. We identified significant differentially methylated regions, including 12 adjacent hypermethylated probes in the HOXB6 gene in Alzheimer's disease, which we validated using pyrosequencing. Using weighted gene correlation network analysis, we identified comethylated modules of genes that were associated with key variables such as APOE genotype and diagnosis. In summary, this study represents the first large-scale epigenome-wide association study of Alzheimer's disease and mild cognitive impairment using blood. We highlight the differences in various loci and pathways in early disease, suggesting that these patterns relate to cognitive decline at an early stage.


Subject(s)
Alzheimer Disease/blood , Alzheimer Disease/genetics , DNA Methylation/genetics , Genome-Wide Association Study/methods , Homeodomain Proteins/genetics , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Apolipoproteins E/genetics , Brain/metabolism , Cognitive Dysfunction/blood , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/genetics , Female , Genotype , Humans , Male
6.
Clin Epigenetics ; 11(1): 164, 2019 11 27.
Article in English | MEDLINE | ID: mdl-31775875

ABSTRACT

BACKGROUND: Late-onset Alzheimer's disease (AD) is a complex multifactorial affliction, the pathogenesis of which is thought to involve gene-environment interactions that might be captured in the epigenome. The present study investigated epigenome-wide patterns of DNA methylation (5-methylcytosine, 5mC) and hydroxymethylation (5-hydroxymethylcytosine, 5hmC), as well as the abundance of unmodified cytosine (UC), in relation to AD. RESULTS: We identified epigenetic differences in AD patients (n = 45) as compared to age-matched controls (n = 35) in the middle temporal gyrus, pertaining to genomic regions close to or overlapping with genes such as OXT (- 3.76% 5mC, pSidák = 1.07E-06), CHRNB1 (+ 1.46% 5hmC, pSidák = 4.01E-04), RHBDF2 (- 3.45% UC, pSidák = 4.85E-06), and C3 (- 1.20% UC, pSidák = 1.57E-03). In parallel, in an independent cohort, we compared the blood methylome of converters to AD dementia (n = 54) and non-converters (n = 42), at a preclinical stage. DNA methylation in the same region of the OXT promoter as found in the brain was found to be associated with subsequent conversion to AD dementia in the blood of elderly, non-demented individuals (+ 3.43% 5mC, pSidák = 7.14E-04). CONCLUSIONS: The implication of genome-wide significant differential methylation of OXT, encoding oxytocin, in two independent cohorts indicates it is a promising target for future studies on early biomarkers and novel therapeutic strategies in AD.


Subject(s)
5-Methylcytosine/analogs & derivatives , Alzheimer Disease/genetics , DNA Methylation , Temporal Lobe/chemistry , 5-Methylcytosine/analysis , 5-Methylcytosine/blood , 5-Methylcytosine/metabolism , Age of Onset , Aged , Aged, 80 and over , Brain Chemistry , Disease Progression , Epigenesis, Genetic , Female , Humans , Intracellular Signaling Peptides and Proteins/genetics , Male , Oxytocin/genetics , Receptors, Nicotinic/genetics
7.
Clin Epigenetics ; 11(1): 52, 2019 03 21.
Article in English | MEDLINE | ID: mdl-30898171

ABSTRACT

BACKGROUND: Alzheimer's disease is a progressive neurodegenerative disorder that is hypothesized to involve epigenetic dysfunction. Previous studies of DNA modifications in Alzheimer's disease have been unable to distinguish between DNA methylation and DNA hydroxymethylation. DNA hydroxymethylation has been shown to be enriched in the human brain, although its role in Alzheimer's disease has not yet been fully explored. Here, we utilize oxidative bisulfite conversion, in conjunction with the Illumina Infinium Human Methylation 450K microarray, to identify neuropathology-associated differential DNA methylation and DNA hydroxymethylation in the entorhinal cortex. RESULTS: We identified one experiment-wide significant differentially methylated position residing in the WNT5B gene. Next, we investigated pathology-associated regions consisting of multiple adjacent loci. We identified one significant differentially hydroxymethylated region consisting of four probes spanning 104 bases in the FBXL16 gene. We also identified two significant differentially methylated regions: one consisting of two probes in a 93 base-pair region in the ANK1 gene and the other consisting of six probes in a 99-base pair region in the ARID5B gene. We also highlighted three regions that show alterations in unmodified cytosine: two probes in a 39-base pair region of ALLC, two probes in a 69-base pair region in JAG2, and the same six probes in ARID5B that were differentially methylated. Finally, we replicated significant ANK1 disease-associated hypermethylation and hypohydroxymethylation patterns across eight CpG sites in an extended 118-base pair region in an independent cohort using oxidative-bisulfite pyrosequencing. CONCLUSIONS: Our study represents the first epigenome-wide association study of both DNA methylation and hydroxymethylation in Alzheimer's disease entorhinal cortex. We demonstrate that previous estimates of DNA hypermethylation in ANK1 in Alzheimer's disease were underestimates as it is confounded by hypohydroxymethylation.


Subject(s)
Alzheimer Disease/genetics , DNA Methylation , Genetic Variation , Oligonucleotide Array Sequence Analysis/methods , Whole Genome Sequencing/methods , Aged , Aged, 80 and over , Ankyrins/genetics , DNA-Binding Proteins/genetics , Entorhinal Cortex/chemistry , Epigenesis, Genetic , F-Box Proteins/genetics , Female , Humans , Male , Transcription Factors/genetics , Wnt Proteins/genetics
8.
J Neurochem ; 143(2): 158-170, 2017 10.
Article in English | MEDLINE | ID: mdl-28805248

ABSTRACT

Recent studies have suggested a role for epigenetic mechanisms in the complex etiology of various neurodegenerative diseases. In this review, we discuss advances that have been made toward understanding the role of epigenetic processes in neurodegenerative disorders, with a particular focus on Alzheimer's disease, where the most extensive studies have been undertaken to date. We provide a brief overview of DNA modifications, followed by a summarization of studies of DNA modifications in Alzheimer's disease and other neurodegenerative diseases.


Subject(s)
Alzheimer Disease/genetics , Alzheimer Disease/metabolism , DNA Methylation/physiology , Epigenesis, Genetic/physiology , Animals , Gene Expression Profiling , Humans , Neurodegenerative Diseases/genetics , Neurodegenerative Diseases/metabolism
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