Genome-wide Mapping Implicates 5-Hydroxymethylcytosines in Diabetes and Alzheimer’s Disease
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PROVIDER: PRJNA839447 | ENA |
REPOSITORIES: ENA
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Project description:Background: Diabetes mellitus (DM) is a recognized risk factor for dementias, including AD, increasing its odds by two-fold. Because DM is potentially modifiable risk factor, a greater understanding of the mechanisms linking DM to the clinical expression of AD may provide insights into much needed dementia therapeutics. Epigenetics offers a novel approach, and previously under-investigated 5-hydroxymethylcytosines (5hmC) is now emerging as a promising measure to investigate in diabetes related conditions. Methods: Using 5hmC-Seal, a highly sensitive chemical labeling technique developed by our team, we performed genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) and prefrontal cortex tissue from 80 individuals across four groups: AD, DM, DM and AD (AD+DM), and non-AD/non-DM controls. We used differential analysis and machine-learning to explore whether 5hmC and biological pathways might be implicated in DM-associated AD under a balanced design. Results: We uncovered distinct 5hmC genome-wide signatures and biological pathways associated with AD or AD+DM compared to non-AD/non-DM controls or DM alone. We further demonstrated potential diagnostic value of 5hmC profiling in circulating cfDNA through feature selection based on machine learning. Conclusions: Genome-wide 5hmC profiling uncovered genomic features and biological pathways linking DM to DM-associated AD. Our findings also demonstrate the potential of utilizing 5hmC in circulating cfDNA as diagnostic biomarkers or disease monitoring tools, with the ultimate goal of preventing or ameliorating DM-associated AD dementia and improving clinical outcomes.
2023-05-16 | GSE203337 | GEO
Project description:BackgroundDiabetes mellitus (DM) is a recognized risk factor for dementia. Because DM is a potentially modifiable condition, greater understanding of the mechanisms linking DM to the clinical expression of Alzheimer's disease dementia may provide insights into much needed dementia therapeutics.ObjectiveIn this feasibility study, we investigated DM as a dementia risk factor by examining genome-wide distributions of the epigenetic DNA modification 5-hydroxymethylcytosine (5hmC).MethodsWe obtained biologic samples from the Rush Memory and Aging Project and used the highly sensitive 5hmC-Seal technique to perform genome-wide profiling of 5hmC in circulating cell-free DNA (cfDNA) from antemortem serum samples and in genomic DNA from postmortem prefrontal cortex brain tissue from 80 individuals across four groups: Alzheimer's disease neuropathologically defined (AD), DM clinically defined, AD with DM, and individuals with neither disease (controls).ResultsDistinct 5hmC signatures and biological pathways were enriched in persons with both AD and DM versus AD alone, DM alone, or controls, including genes inhibited by EGFR signaling in oligodendroglia and those activated by constitutive RHOA. We also demonstrate the potential diagnostic value of 5hmC profiling in circulating cfDNA. Specifically, an 11-gene weighted model distinguished AD from non-AD/non-DM controls (AUC = 91.8%; 95% CI, 82.9-100.0%), while a 4-gene model distinguished DM-associated AD from AD alone (AUC = 87.9%; 95% CI, 77.5-98.3%).ConclusionWe demonstrate in this small sample, the feasibility of detecting and characterizing 5hmC in DM-associated AD and of using 5hmC information contained in circulating cfDNA to detect AD in high-risk individuals, such as those with diabetes.
| S-EPMC10490934 | biostudies-literature
Project description:Diabetic retinopathy (DR) is a common microvascular complication that may cause severe visual impairment and blindness in patients with type 2 diabetes mellitus (T2DM). Early detection of DR will provide opportunities for more treatment options and better control of disease progression. Effective biomarkers, which are not currently available, may improve clinical outcomes through precise diagnosis and prognosis. We sought to develop a non-invasive diagnostic approach for diabetic retinopathy among type 2 diabetes mellitus based on 5-hydroxymethylcytosines (5hmC), an emerging epigenetic marker, in circulating cell-free DNA (cfDNA)
2021-11-20 | GSE140842 | GEO
Project description:BACKGROUND: Long-term complications of type 2 diabetes (T2D), such as macrovascular and microvascular events, are the major causes for T2D-related disability and mortality. A clinically convenient, non-invasive approach for monitoring the development of these complications would improve the overall life quality of patients with T2D and help reduce healthcare burden through preventive interventions. METHODS: A selective chemical labeling strategy for 5-hydroxymethylcytosines (5hmC-Seal) was used to profile genome-wide 5hmCs, an emerging class of epigenetic markers implicated in complex diseases including diabetes, in circulating cell-free DNA (cfDNA) from a collection of Chinese patients (n = 62). Differentially modified 5hmC markers between patients with T2D with and without macrovascular/microvascular complications were analyzed under a case-control design. RESULTS: Statistically significant changes in 5hmC markers were associated with T2D-related macrovascular/microvascular complications, involving genes and pathways relevant to vascular biology and diabetes, including insulin resistance and inflammation. A 16-gene 5hmC marker panel accurately distinguished patients with vascular complications from those without (testing set: AUC = 0.85, 95%CI, 0.73-0.96), outperforming conventional clinical variables such as urinary albumin. In addition, a separate 13-gene 5hmC marker panel could distinguish patients with single complications from those with multiple complications (testing set: AUC = 0.84, 95%CI, 0.68-0.99), showing superiority over conventional clinical variables. CONCLUSIONS: The 5hmC markers in cfDNA reflected the epigenetic changes in patients with T2D who developed macrovascular/microvascular complications. The 5hmC-Seal assay has the potential to be a clinically convenient, non-invasive approach that can be applied in the clinic to monitor the presence and severity of diabetic vascular complications.
2020-01-31 | GSE125929 | GEO
Project description:5-Hydroxymethylcytosines in Circulating Cell-free DNA Reveal Vascular Complications of Type 2 Diabetes
| PRJNA517967 | ENA
Project description:Alterations of 5-Hydroxymethylcytosines in Circulating Cell-free DNA Reflect Retinopathy in Type 2 Diabetes
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Project description:Alzheimer’s disease (AD) is a chronic neurodegenerative disorder that is characterized by progressive neuropathology and cognitive decline. We performed a cross-tissue analysis of methylomic variation in AD using samples from three independent human post-mortem brain cohorts. We identified a differentially methylated region in the ankyrin 1 (ANK1) gene that was associated with neuropathology in the entorhinal cortex, a primary site of AD manifestation. This region was confirmed as being substantially hypermethylated in two other cortical regions (superior temporal gyrus and prefrontal cortex), but not in the cerebellum, a region largely protected from neurodegeneration in AD, or whole blood obtained pre-mortem from the same individuals. Neuropathology-associated ANK1 hypermethylation was subsequently confirmed in cortical samples from three independent brain cohorts. This study represents, to the best of our knowledge, the first epigenome-wide association study of AD employing a sequential replication design across multiple tissues and highlights the power of this approach for identifying methylomic variation associated with complex disease. For the first (discovery) stage of our analysis, we used multiple tissues from donors (N = 122) archived in the MRC London Brainbank for Neurodegenerative Disease. From each donor, we isolated genomic DNA from four brain regions (EC, superior temporal gyrus (STG), prefrontal cortex (PFC) and CER) and, where available, from whole blood obtained pre-mortem. Our analyses focused on identifying differentially methylated positions (DMPs) associated with Braak staging, a standardized measure of neurofibrillary tangle burden determined at autopsy.
2014-08-17 | E-GEOD-59685 | biostudies-arrayexpress
Project description:Growing evidence implicates transposable elements (TEs) in aging and Alzheimer’s disease (AD). To evaluate potential transcriptional and epigenetic differences related to TE expression in this context, we generated whole blood total RNA-seq, and peripheral blood cell whole-genome bisulfite sequencing (WGBS), and transposase-accessible chromatin sequencing (ATAC-seq) on samples from healthy middle-aged/older adults, mild cognitive impairment (MCI), and AD patients.
2024-08-01 | GSE270454 | GEO
Project description:This SuperSeries is composed of the following subset Series: GSE40171: RNA sequencing of circulating tumour cells implicates WNT signaling in pancreatic cancer metastasis (mouse data) GSE40174: RNA sequencing of circulating tumour cells implicates WNT signaling in pancreatic cancer metastasis (human data) Refer to individual Series
2012-08-17 | E-GEOD-40176 | biostudies-arrayexpress
Project description:Systematic mapping of 2’-O-methylation sites in rRNAs implicates new strategy for ribose methylation in Arabidopsis
| PRJNA632477 | ENA