Association of peripheral blood DNA methylation level with Alzheimer’s disease progression
dc.contributor.author | Li, Qingqin S. | |
dc.contributor.author | Vasanthakumar, Aparna | |
dc.contributor.author | Davis, Justin W. | |
dc.contributor.author | Idler, Kenneth B. | |
dc.contributor.author | Nho, Kwangsik | |
dc.contributor.author | Waring, Jeffrey F. | |
dc.contributor.author | Saykin, Andrew J. | |
dc.contributor.department | Radiology and Imaging Sciences, School of Medicine | en_US |
dc.date.accessioned | 2023-03-22T17:03:30Z | |
dc.date.available | 2023-03-22T17:03:30Z | |
dc.date.issued | 2021-10-15 | |
dc.description.abstract | Background: Identifying biomarkers associated with Alzheimer's disease (AD) progression may enable patient enrichment and improve clinical trial designs. Epigenome-wide association studies have revealed correlations between DNA methylation at cytosine-phosphate-guanine (CpG) sites and AD pathology and diagnosis. Here, we report relationships between peripheral blood DNA methylation profiles measured using Infinium® MethylationEPIC BeadChip and AD progression in participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort. Results: The rate of cognitive decline from initial DNA sampling visit to subsequent visits was estimated by the slopes of the modified Preclinical Alzheimer Cognitive Composite (mPACC; mPACCdigit and mPACCtrailsB) and Clinical Dementia Rating Scale Sum of Boxes (CDR-SB) plots using robust linear regression in cognitively normal (CN) participants and patients with mild cognitive impairment (MCI), respectively. In addition, diagnosis conversion status was assessed using a dichotomized endpoint. Two CpG sites were significantly associated with the slope of mPACC in CN participants (P < 5.79 × 10-8 [Bonferroni correction threshold]); cg00386386 was associated with the slope of mPACCdigit, and cg09422696 annotated to RP11-661A12.5 was associated with the slope of CDR-SB. No significant CpG sites associated with diagnosis conversion status were identified. Genes involved in cognition and learning were enriched. A total of 19, 13, and 5 differentially methylated regions (DMRs) associated with the slopes of mPACCtrailsB, mPACCdigit, and CDR-SB, respectively, were identified by both comb-p and DMRcate algorithms; these included DMRs annotated to HOXA4. Furthermore, 5 and 19 DMRs were associated with conversion status in CN and MCI participants, respectively. The most significant DMR was annotated to the AD-associated gene PM20D1 (chr1: 205,818,956 to 205,820,014 [13 probes], Sidak-corrected P = 7.74 × 10-24), which was associated with both the slope of CDR-SB and the MCI conversion status. Conclusion: Candidate CpG sites and regions in peripheral blood were identified as associated with the rate of cognitive decline in participants in the ADNI cohort. While we did not identify a single CpG site with sufficient clinical utility to be used by itself due to the observed effect size, a biosignature composed of DNA methylation changes may have utility as a prognostic biomarker for AD progression. | en_US |
dc.eprint.version | Final published version | en_US |
dc.identifier.citation | Li QS, Vasanthakumar A, Davis JW, et al. Association of peripheral blood DNA methylation level with Alzheimer's disease progression. Clin Epigenetics. 2021;13(1):191. Published 2021 Oct 15. doi:10.1186/s13148-021-01179-2 | en_US |
dc.identifier.uri | https://hdl.handle.net/1805/32019 | |
dc.language.iso | en_US | en_US |
dc.publisher | BMC | en_US |
dc.relation.isversionof | 10.1186/s13148-021-01179-2 | en_US |
dc.relation.journal | Clinical Epigenetics | en_US |
dc.rights | Attribution 4.0 International | * |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | * |
dc.source | PMC | en_US |
dc.subject | Epigenetics | en_US |
dc.subject | Alzheimer’s disease | en_US |
dc.subject | Biomarkers | en_US |
dc.subject | Cognitive dysfunction | en_US |
dc.subject | DNA methylation | en_US |
dc.title | Association of peripheral blood DNA methylation level with Alzheimer’s disease progression | en_US |
dc.type | Article | en_US |