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Acha B, Corroza J, Sánchez-Ruiz de Gordoa J, Cabello C, Robles M, Méndez-López I, Macías M, Zueco S, Roldan M, Urdánoz-Casado A, Jericó I, Erro ME, Alcolea D, Lleo A, Blanco-Luquin I, Mendioroz M. Association of Blood-Based DNA Methylation Markers With Late-Onset Alzheimer Disease: A Potential Diagnostic Approach. Neurology 2023; 101:e2434-e2447. [PMID: 37827850 PMCID: PMC10752644 DOI: 10.1212/wnl.0000000000207865] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/13/2023] [Indexed: 10/14/2023] Open
Abstract
BACKGROUND AND OBJECTIVES There is an urgent need to identify novel noninvasive biomarkers for Alzheimer disease (AD) diagnosis. Recent advances in blood-based measurements of phosphorylated tau (pTau) species are promising but still insufficient to address clinical needs. Epigenetics has been shown to be helpful to better understand AD pathogenesis. Epigenetic biomarkers have been successfully implemented in other medical disciplines, such as oncology. The objective of this study was to explore the diagnostic accuracy of a blood-based DNA methylation marker panel as a noninvasive tool to identify patients with late-onset Alzheimer compared with age-matched controls. METHODS A case-control study was performed. Blood DNA methylation levels at 46 cytosine-guanine sites (21 genes selected after a comprehensive literature search) were measured by bisulfite pyrosequencing in patients with "probable AD dementia" following National Institute on Aging and the Alzheimer's Association guidelines (2011) and age-matched and sex-matched controls recruited at Neurology Department-University Hospital of Navarre, Spain, selected by convenience sampling. Plasma pTau181 levels were determined by Simoa technology. Multivariable logistic regression analysis was performed to explore the optimal model to discriminate patients with AD from controls. Furthermore, we performed a stratified analysis by sex. RESULTS The final study cohort consisted of 80 patients with AD (age: median [interquartile range] 79 [11] years; 58.8% female) and 100 cognitively healthy controls (age 77 [10] years; 58% female). A panel including DNA methylation levels at NXN, ABCA7, and HOXA3 genes and plasma pTau181 significantly improved (area under the receiver operating characteristic curve 0.93, 95% CI 0.89-0.97) the diagnostic performance of a single pTau181-based model, adjusted for age, sex, and APOE ɛ4 genotype. The sensitivity and specificity of this panel were 83.30% and 90.00%, respectively. After sex-stratified analysis, HOXA3 DNA methylation levels showed consistent association with AD. DISCUSSION These results highlight the potential translational value of blood-based DNA methylation biomarkers for noninvasive diagnosis of AD. REGISTRATION INFORMATION Research Ethics Committee of the University Hospital of Navarre (PI17/02218).
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Affiliation(s)
- Blanca Acha
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Jon Corroza
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Javier Sánchez-Ruiz de Gordoa
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Carolina Cabello
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Maitane Robles
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Iván Méndez-López
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Mónica Macías
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Sara Zueco
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Miren Roldan
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Amaya Urdánoz-Casado
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Ivonne Jericó
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Maria Elena Erro
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Daniel Alcolea
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Alberto Lleo
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Idoia Blanco-Luquin
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain
| | - Maite Mendioroz
- From the Navarrabiomed (B.A., J.S.-R.d.G., C.C., M. Robles, I.M.-L., M.M., S.Z., M. Roldan, A.U.-C., I.J., M.E.E., I.B.-L., M.M.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Universidad Pública de Navarra (UPNA); Departments of Neurology (J.C., J.S.-R.d.G., C.C., I.J., M.E.E., M.M.) and Internal Medicine (I.M.-L.), Hospital Universitario de Navarra-IdiSNA (Navarra Institute for Health Research), Pamplona; Department of Neurology (D.A., A.L.), Institut d'Investigacions Biomèdiques Sant Pau (IIB Sant Pau), Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Catalunya; and Centro de Investigación Biomédica en Red en Enfermedades Neurodegenerativas (D.A., A.L.), CIBERNED, Madrid, Spain.
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