Association of Brain DNA Methylation in SORL1,ABCA7,HLA-DRB5,SLC24A4, and BIN1 With Pathological Diagnosis of Alzheimer Disease
Open accessAbstract
IMPORTANCE: Recent large-scale genome-wide association studies have discovered several genetic variants associated with Alzheimer disease (AD); however, the extent to which DNA methylation in these AD loci contributes to the disease susceptibility remains unknown. OBJECTIVE: To examine the association of brain DNA methylation in 28 reported AD loci with AD pathologies. DESIGN, SETTING, AND PARTICIPANTS: Ongoing community-based clinical pathological cohort studies of aging and dementia (the Religious Orders Study and the Rush Memory and Aging Project) among 740 autopsied participants 66.0 to 108.3 years old. EXPOSURES: DNA methylation levels at individual CpG sites generated from dorsolateral prefrontal cortex tissue using a bead assay. MAIN OUTCOMES AND MEASURES: Pathological diagnosis of AD by National Institute on Aging-Reagan criteria following a standard postmortem examination. RESULTS: Overall, 447 participants (60.4%) met the criteria for pathological diagnosis of AD. Brain DNA methylation in SORL1, ABCA7, HLA-DRB5, SLC24A4, and BIN1 was associated with pathological AD. The association was robustly retained after replacing the binary trait of pathological AD with 2 quantitative and molecular specific hallmarks of AD, namely, Aβ load and paired helical filament tau tangle density. Furthermore, RNA expression of transcripts of SORL1 and ABCA7 was associated with paired helical filament tau tangle density, and the expression of BIN1 was associated with Aβ load. CONCLUSIONS AND RELEVANCE: Brain DNA methylation in multiple AD loci is associated with AD pathologies. The results provide further evidence that disruption of DNA methylation is involved in the pathological process of AD.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Targeted studies have revealed methylation alterations at additional loci associated with disease.
“Targeted studies have revealed methylation alterations at additional loci associated with disease [195–197]”
From Genetic architecture of Alzheimer's disease (2020) · cites this paper as [196]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Neuropathological stageing of Alzheimer-related changes.
Braak, H., & Braak, E. (1991) · Acta Neuropathologica · doi:10.1007/bf00308809 · Cited by 16,123 · see citing works
Meta-Analysis of 74,046 Individuals Identifies 11 New Susceptibility Loci for Alzheimer’s Disease
(EADI), E. A. D. I., Lambert, J.-C., (GERAD), G. A. E. R. I. A. D., Alzheimer's Disease Genetic Consortium (ADGC), (CHARGE), C. F. H. A. A. R. I. G. E., Ibrahim-Verbaas, C. A., Harold, D., Naj, A. C., Sims, R., Bellenguez, C., et al. (2013) · Nature Genetics · doi:10.1038/ng.2802 · Cited by 4,336 · see citing works
Self-citationHarold, D., Abraham, R., Hollingworth, P., Sims, R., Gerrish, A., Hamshere, M. L., Pahwa, J. S., Moskvina, V., Dowzell, K., Williams, A., et al. (2009) · Nature Genetics · doi:10.1038/ng.440 · Cited by 3,326 · see citing works
Naj, A. C., Jun, G., Beecham, G. W., Wang, L.-S., Vardarajan, B. N., Buros, J., Gallins, P. J., Buxbaum, J. D., Jarvik, G. P., Crane, P. K., et al. (2011) · Nature Genetics · doi:10.1038/ng.801 · Cited by 1,901 · see citing works
Self-citationNeuropathology of older persons without cognitive impairment from two community-based studies
Bennett, D. A., Schneider, J. A., Arvanitakis, Z., Kelly, J. F., Aggarwal, N. T., Shah, R. C., & Wilson, R. S. (2006) · Neurology · doi:10.1212/01.wnl.0000219668.47116.e6 · Cited by 1,336 · see citing works
Self-citationAlzheimer's disease: early alterations in brain DNA methylation at ANK1, BIN1, RHBDF2 and other loci
De Jager, P. L., Srivastava, G., Lunnon, K., Burgess, J., Schalkwyk, L. C., Yu, L., Eaton, M. L., Keenan, B. T., Ernst, J., McCabe, C., et al. (2014) · Nature Neuroscience · doi:10.1038/nn.3786 · Cited by 956 · see citing works
Self-citationAbundant quantitative trait loci exist for DNA methylation and gene expression in human brain
Gibbs, J. R., van der Brug, M. P., Hernandez, D. G., Traynor, B. J., Nalls, M. A., Lai, S.-L., Arepalli, S., Dillman, A., Rafferty, I. P., Troncoso, J., et al. (2010) · PLoS Genetics · doi:10.1371/journal.pgen.1000952 · Cited by 769 · see citing works
Variant <i>TREM2</i> as Risk Factor for Alzheimer's Disease
Neumann, H., & Daly, M. J. (2013) · New England Journal of Medicine · doi:10.1056/nejme1213157 · Cited by 177 · see citing works
C9orf72 Hexanucleotide Repeat Expansions in Clinical Alzheimer Disease
Harms, M., Benitez, B. A., Cairns, N., Cooper, B., Cooper, P., Mayo, K., Carrell, D., Faber, K., Williamson, J., Bird, T., et al. (2013) · JAMA Neurology · doi:10.1001/2013.jamaneurol.537 · Cited by 102 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Grubman, A., Chew, G., Ouyang, J. F., Sun, G., Choo, X. Y., McLean, C., Simmons, R. K., Buckberry, S., Vargas-Landin, D. B., Poppe, D., et al. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0539-4 · Cited by 956 · see citing works
The road to restoring neural circuits for the treatment of Alzheimer's disease
Canter, R. G., Penney, J., & Tsai, L.-H. (2016) · Nature · doi:10.1038/nature20412 · Cited by 565 · see citing works
Sankowski, R., Mader, S., & Valdés-Ferrer, S. I. (2015) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2015.00028 · Cited by 351 · see citing works
Genes associated with Alzheimer&#39;s disease: an overview and current status
Giri, M., Lü, Y., & Zhang, M. (2016) · Clinical Interventions in Aging · doi:10.2147/cia.s105769 · Cited by 311 · see citing works
Watson, C. T., Roussos, P., Garg, P., Ho, D. J., Azam, N., Katsel, P. L., Haroutunian, V., & Sharp, A. J. (2016) · Genome Medicine · doi:10.1186/s13073-015-0258-8 · Cited by 201 · see citing works
ATP-binding cassette transporter A7 (ABCA7) loss of function alters Alzheimer amyloid processing
Satoh, K., Abe-Dohmae, S., Yokoyama, S., St George-Hyslop, P., & Fraser, P. E. (2015) · Journal of Biological Chemistry · doi:10.1074/jbc.m115.655076 · Cited by 128 · see citing works
Genetic architecture of Alzheimer's disease
Neuner, S. M., TCW, J., & Goate, A. M. (2020) · Neurobiology of Disease · doi:10.1016/j.nbd.2020.104976 · Cited by 126 · see citing works
“Targeted studies have revealed methylation alterations at additional loci associated with disease (Lunnon and Mill, 2013; Yu et al., 2015; Chibnik et al., 2015), and two independent genome-wide studies recently identified a differentially methylated region in the ANK1 gene as associated with the burden of AD pathology…”
BackgroundThe BIN1 rs744373 SNP is associated with increased tau-PET levels and impaired memory
Franzmeier, N., Rubinski, A., Neitzel, J., Ewers, M., (ADNI), T. A. D. N. I., Weiner, M. W., Aisen, P., Petersen, R., Jack, C. R., Jagust, W., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-09564-5 · Cited by 109 · see citing works
Identification of Alzheimer's disease–associated long noncoding RNAs
Zhou, X., & Xu, J. (2015) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2015.07.015 · Cited by 102 · see citing works
Self-citationScheff, S. W., Ansari, M. A., & Mufson, E. J. (2016) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2016.02.030 · Cited by 100 · see citing works
Steele, N. Z. R., Carr, J. S., Bonham, L. W., Geier, E. G., Damotte, V., Miller, Z. A., Desikan, R. S., Boehme, K. L., Mukherjee, S., Crane, P. K., et al. (2017) · PLOS Medicine · doi:10.1371/journal.pmed.1002272 · Cited by 91 · see citing works
Ren, F., Wei, J., Chen, Q., Hu, M., Yu, L., Mi, J., Zhou, X., Qin, D., Wu, J., & Wu, A. (2025) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2025.07.030 · Cited by 97 · see citing works
Self-citationThe immunogenetics of neurological disease
Misra, M. K., Damotte, V., & Hollenbach, J. A. (2018) · Immunology · doi:10.1111/imm.12869 · Cited by 74 · see citing works
Ca2+ Dyshomeostasis Disrupts Neuronal and Synaptic Function in Alzheimer’s Disease
McDaid, J., Mustaly-Kalimi, S., & Stutzmann, G. E. (2020) · Cells · doi:10.3390/cells9122655 · Cited by 73 · see citing works
Shade, L. M. P., Katsumata, Y., Abner, E. L., Aung, K. Z., Claas, S. A., Qiao, Q., Heberle, B. A., Brandon, J. A., Page, M. L., Hohman, T. J., et al. (2024) · Nature Genetics · doi:10.1038/s41588-024-01939-9 · Cited by 72 · see citing works
Self-citationInitiative, A. D. N., Tan, M.-S., Yang, Y.-X., Xu, W., Wang, H.-F., Tan, L., Zuo, C.-T., Dong, Q., Tan, L., Suckling, J., et al. (2021) · Alzheimer's Research & Therapy · doi:10.1186/s13195-020-00755-7 · Cited by 71 · see citing works
Mustaly-Kalimi, S., Gallegos, W., Marr, R. A., Gilman-Sachs, A., Peterson, D. A., Sekler, I., & Stutzmann, G. E. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2211999119 · Cited by 55 · see citing works
Estrogen Receptor Genes, Cognitive Decline, and Alzheimer Disease
Oveisgharan, S., Yang, J., Yu, L., Burba, D., Bang, W., Tasaki, S., Grodstein, F., Wang, Y., Zhao, J., De Jager, P. L., et al. (2023) · Neurology · doi:10.1212/wnl.0000000000206833 · Cited by 53 · see citing works
Self-citationMitsumori, R., Sakaguchi, K., Shigemizu, D., Mori, T., Akiyama, S., Ozaki, K., Niida, S., & Shimoda, N. (2020) · PLOS ONE · doi:10.1371/journal.pone.0239196 · Cited by 34 · see citing works
Katsumata, Y., Nelson, P. T., Estus, S., & Fardo, D. W. (2019) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2018.10.017 · Cited by 30 · see citing works
Gamache, J., Gingerich, D., Shwab, E. K., Barrera, J., Garrett, M. E., Hume, C., Crawford, G. E., Ashley-Koch, A. E., & Chiba-Falek, O. (2023) · Cell & Bioscience · doi:10.1186/s13578-023-01120-5 · Cited by 20 · see citing works
Kunkle, B. W., Carney, R. M., Kohli, M. A., Naj, A. C., Hamilton-Nelson, K. L., Whitehead, P. L., Wang, L., Lang, R., Cuccaro, M. L., Vance, J. M., et al. (2017) · Neuroscience Letters · doi:10.1016/j.neulet.2017.04.014 · Cited by 19 · see citing works
Martá-Ariza, M., Leitner, D. F., Kanshin, E., Suazo, J., Giusti Pedrosa, A., Thierry, M., Lee, E. B., Devinsky, O., Drummond, E., Fortea, J., et al. (2025) · Acta Neuropathologica · doi:10.1007/s00401-025-02844-z · Cited by 15 · see citing works
- Authors
- Yu, L., Chibnik, L. B., Srivastava, G. P., Pochet, N., Yang, J., Xu, J., Kozubek, J., Obholzer, N., Leurgans, S. E., Schneider, J. A., Meissner, A., De Jager, P. L., & Bennett, D. A.
- Affiliations
- Rush University Medical Center (US)
- Brigham and Women's Hospital (US)
- Broad Institute (US)
- Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts4Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Departme
- ORCID
- Venue
- JAMA Neurology
- Publisher
- American Medical Association (AMA)
- Published
- 2015-01-01
- Volume
- 72
- Issue
- 1
- Pages
- 15
- ISSN
- 2168-6149 (ISSN-L)
- PMC
- PMC4344367
- OpenAlex
- W2096223549
- Cited by
- 290
- References
- 9
- Citations by year
- 2026: 13 · 2025: 24 · 2024: 14 · 2023: 30 · 2022: 27 · 2021: 21 · 2020: 26 · 2019: 23 · 2018: 28 · 2017: 30 · 2016: 39 · 2015: 13 · 2014: 2
- FWCI
- 18.67
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- JAMA Neurology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Aging (R01AG017917, R01AG36042, P30-AG 10161, K25AG041906, R01‐AG17917, R01 AG15819, R01-AG36836, R01AG036836, U01AG046152, R01AG036042, R01AG015819, P30AG010161, R01AG041797, RF1AG015819, U01‐AG46152, RF1AG036042)
- Topics
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Keywords
- Alzheimer's disease, SORL1, ABCA7, HLA-DRB5, SLC24A4, BIN1, pathological diagnosis, dorsolateral prefrontal cortex, gene expression, epigenetics, Religious Orders Study, Rush Memory and Aging Project
- MeSH terms
- Aged, Aged, 80 and over, Alzheimer Disease, Brain, Female, Humans, Male, Nuclear Proteins, Residence Characteristics, Cohort Studies, Antiporters, ATP-Binding Cassette Transporters, CpG Islands, DNA Methylation, Tumor Suppressor Proteins, LDL-Receptor Related Proteins, Membrane Transport Proteins, Adaptor Proteins, Signal Transducing, Genetic Association Studies, HLA-DRB5 Chains
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review