Cargando…
Association of peripheral blood DNA methylation level with Alzheimer’s disease progression
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 a...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518178/ https://www.ncbi.nlm.nih.gov/pubmed/34654479 http://dx.doi.org/10.1186/s13148-021-01179-2 |
_version_ | 1784584169457713152 |
---|---|
author | Li, Qingqin S. Vasanthakumar, Aparna Davis, Justin W. Idler, Kenneth B. Nho, Kwangsik Waring, Jeffrey F. Saykin , Andrew J. |
author_facet | Li, Qingqin S. Vasanthakumar, Aparna Davis, Justin W. Idler, Kenneth B. Nho, Kwangsik Waring, Jeffrey F. Saykin , Andrew J. |
author_sort | Li, Qingqin S. |
collection | PubMed |
description | 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; mPACC(digit) and mPACC(trailsB)) 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 mPACC(digit), 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 mPACC(trailsB), mPACC(digit), 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01179-2. |
format | Online Article Text |
id | pubmed-8518178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85181782021-10-20 Association of peripheral blood DNA methylation level with Alzheimer’s disease progression Li, Qingqin S. Vasanthakumar, Aparna Davis, Justin W. Idler, Kenneth B. Nho, Kwangsik Waring, Jeffrey F. Saykin , Andrew J. Clin Epigenetics Research 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; mPACC(digit) and mPACC(trailsB)) 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 mPACC(digit), 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 mPACC(trailsB), mPACC(digit), 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01179-2. BioMed Central 2021-10-15 /pmc/articles/PMC8518178/ /pubmed/34654479 http://dx.doi.org/10.1186/s13148-021-01179-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Li, Qingqin S. Vasanthakumar, Aparna Davis, Justin W. Idler, Kenneth B. Nho, Kwangsik Waring, Jeffrey F. Saykin , Andrew J. Association of peripheral blood DNA methylation level with Alzheimer’s disease progression |
title | Association of peripheral blood DNA methylation level with Alzheimer’s disease progression |
title_full | Association of peripheral blood DNA methylation level with Alzheimer’s disease progression |
title_fullStr | Association of peripheral blood DNA methylation level with Alzheimer’s disease progression |
title_full_unstemmed | Association of peripheral blood DNA methylation level with Alzheimer’s disease progression |
title_short | Association of peripheral blood DNA methylation level with Alzheimer’s disease progression |
title_sort | association of peripheral blood dna methylation level with alzheimer’s disease progression |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518178/ https://www.ncbi.nlm.nih.gov/pubmed/34654479 http://dx.doi.org/10.1186/s13148-021-01179-2 |
work_keys_str_mv | AT liqingqins associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression AT vasanthakumaraparna associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression AT davisjustinw associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression AT idlerkennethb associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression AT nhokwangsik associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression AT waringjeffreyf associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression AT saykinandrewj associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression AT associationofperipheralblooddnamethylationlevelwithalzheimersdiseaseprogression |