Association of peripheral blood DNA methylation level with Alzheimer's disease progression

被引:37
|
作者
Li, Qingqin S. [1 ]
Vasanthakumar, Aparna [2 ]
Davis, Justin W. [2 ]
Idler, Kenneth B. [2 ]
Nho, Kwangsik [3 ]
Waring, Jeffrey F. [2 ]
Saykin, Andrew J. [3 ]
机构
[1] Janssen Res & Dev LLC, Neurosci, 1125 Trenton Harbourton Rd, Titusville, NJ 08560 USA
[2] AbbVie, Genom Res Ctr, N Chicago, IL USA
[3] Indiana Univ Sch Med, Indiana Alzheimers Dis Res Ctr, Dept Radiol & Imaging Sci, Indianapolis, IN 46202 USA
基金
加拿大健康研究院; 美国国家卫生研究院;
关键词
Epigenetics; EWAS; DMP; DMR; Alzheimer's disease; EPIGENOME-WIDE ASSOCIATION; DEMENTIA RATING SUM; COGNITIVE DECLINE; CLINICAL DEMENTIA; CEREBROSPINAL-FLUID; HYPERMETHYLATION; IDENTIFICATION; ACTIVATION; MECHANISMS; HIGHLIGHTS;
D O I
10.1186/s13148-021-01179-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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 (R) 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 x 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 x 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.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] Association of Blood-Based DNA Methylation Markers With Late-Onset Alzheimer Disease
    Acha, Blanca
    Corroza, Jon
    de Gordoa, Javier Sanchez-Ruiz
    Cabello, Carolina
    Robles, Maitane
    Mendez-Lopez, Ivan
    Macias, Monica
    Zueco, Sara
    Roldan, Miren
    Urdanoz-Casado, Amaya
    Jerico, Ivonne
    Erro, Maria Elena
    Alcolea, Daniel
    Lleo, Alberto
    Blanco-Luquin, Idoia
    Mendioroz, Maite
    NEUROLOGY, 2023, 101 (23) : E2434 - E2447
  • [22] Differential Expression of mRNAs in Peripheral Blood Related to Prodrome and Progression of Alzheimer's Disease
    Xue, Weishuang
    Li, Jinwei
    Fu, Kailei
    Teng, Weiyu
    BIOMED RESEARCH INTERNATIONAL, 2020, 2020
  • [23] Relationship between Cathepsin Expression in Peripheral Blood Monocytes and Progression of Alzheimer's Disease
    Tian, L.
    Shi, H.
    Fu, K. L.
    Teng, W. Y.
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2019, 67 : S597 - S597
  • [24] Blood Platelets in the Progression of Alzheimer's Disease
    Gowert, Nina S.
    Donner, Lili
    Chatterjee, Madhumita
    Eisele, Yvonne S.
    Towhid, Seyda T.
    Muenzer, Patrick
    Walker, Britta
    Ogorek, Isabella
    Borst, Oliver
    Grandoch, Maria
    Schaller, Martin
    Fischer, Jens W.
    Gawaz, Meinrad
    Weggen, Sascha
    Lang, Florian
    Jucker, Mathias
    Elvers, Margitta
    PLOS ONE, 2014, 9 (02):
  • [25] Methylation analysis of multiple genes in blood DNA of Alzheimer's disease and healthy individuals
    Tannorella, Pierpaola
    Stoccoro, Andrea
    Tognoni, Gloria
    Petrozzi, Lucia
    Salluzzo, Maria Grazia
    Ragalmuto, Alda
    Siciliano, Gabriele
    Haslberger, Alexander
    Bosco, Paolo
    Bonuccelli, Ubaldo
    Migliore, Lucia
    Coppede, Fabio
    NEUROSCIENCE LETTERS, 2015, 600 : 143 - 147
  • [26] Cerebral and peripheral circulation and progression of Alzheimer's disease
    Pedrinolla, Anna
    Venturelli, Massimo
    Fonte, Cristina
    Galazzo, Ilaria Boscolo
    Crispoltoni, Lucia
    Benetti, Maria Vittoria
    Stabile, Anna
    Pistilli, Alessandra
    Rende, Mario
    Pizzini, Fracesca Benedetta
    Smania, Nicola
    Schena, Federico
    FASEB JOURNAL, 2017, 31
  • [27] Epigenetics in Alzheimer's Disease: Perspective of DNA Methylation
    Qazi, Talal Jamil
    Quan, Zhenzhen
    Mir, Asif
    Qing, Hong
    MOLECULAR NEUROBIOLOGY, 2018, 55 (02) : 1026 - 1044
  • [28] Dynamics of DNA Methylation in Aging and Alzheimer's Disease
    Irier, Hasan A.
    Jin, Peng
    DNA AND CELL BIOLOGY, 2012, 31 : S42 - S48
  • [29] DNA methylation in Alzheimer's disease associated genes
    Karlsson, Ida
    Ploner, Alexander
    Wang, Yunzhang
    Pedersen, Nancy L.
    Hagg, Sara
    BEHAVIOR GENETICS, 2017, 47 (06) : 709 - 709
  • [30] An Epigenetic Manifestation of Alzheimer's Disease: DNA Methylation
    Feng, Boyi
    Zheng, Junli
    Cai, Ying
    Han, Yaguang
    Han, Yanhua
    Wu, Jiaqi
    Feng, Jun
    Zheng, Kai
    ACTAS ESPANOLAS DE PSIQUIATRIA, 2024, 52 (03): : 365 - 374