Elevated DNA methylation across a 48‐kb region spanning the HOXA gene cluster is associated with Alzheimer's disease neuropathology
Open accessAbstract
Introduction: Alzheimer's disease is a neurodegenerative disorder that is hypothesized to involve epigenetic dysregulation of gene expression in the brain. Methods: We performed an epigenome‐wide association study to identify differential DNA methylation associated with neuropathology in prefrontal cortex and superior temporal gyrus samples from 147 individuals, replicating our findings in two independent data sets (N = 117 and 740). Results: We identify elevated DNA methylation associated with neuropathology across a 48‐kb region spanning 208 CpG sites within the HOXA gene cluster. A meta‐analysis of the top‐ranked probe within the HOXA3 gene (cg22962123) highlighted significant hypermethylation across all three cohorts (P = 3.11 × 10−18). Discussion: We present robust evidence for elevated DNA methylation associated with Alzheimer's disease neuropathology spanning the HOXA gene cluster on chromosome 7. These data add to the growing evidence highlighting a role for epigenetic variation in Alzheimer's disease, implicating the HOX gene family as a target for future investigation.
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?
Alterations in DNA methylation levels are involved in many diseases, including AD.
“Alterations of DNA methylation levels have been shown to be involved in many diseases, including AD [19–24].”
From Distinct sex-specific DNA methylation differences in Alzheimer’s disease (2022) · cites this paper as [23]
The Introduction and Discussion (page numbers unavailable) report altered DNA methylation associated with AD neuropathology. The paper also mentions differential methylation in Down syndrome, but it does not establish the broader claim that methylation alterations are involved in many diseases; its AD finding is an association, not proof of causation. (LLM, conf=0.83)
Experimental — accuracy not yet measuredDNA methylation is an important epigenetic modification that regulates gene transcription and is involved in Alzheimer's disease.
“DNA methylation is an important epigenetic modification that regulates gene transcription and is known to be involved in AD”
From Sex-specific DNA methylation differences in Alzheimer’s disease pathology (2021) · cites this paper as [20]
The Introduction and Discussion report that altered DNA methylation is associated with AD neuropathology, supporting the AD-related part of the claim. The paper does not establish that DNA methylation regulates gene transcription; the Discussion says gene-expression analyses are still needed to interpret the methylation differences observed in HOXA. (LLM, conf=0.84)
Experimental — accuracy not yet measuredAlterations of DNA methylation levels have been implicated in multiple neurological disorders including AD.
“Importantly, alterations of DNA methylation levels have also been implicated in multiple neurological disorders including AD [18–22]”
From Sex-specific DNA methylation differences in Alzheimer’s disease pathology (2021) · cites this paper as [20]
The Introduction and Discussion report altered DNA methylation associated with AD neuropathology, supporting the AD portion of the claim. The paper mentions differential methylation in Down syndrome, but does not establish DNA methylation alterations across multiple neurological disorders as the sentence states. (LLM, conf=0.85)
Experimental — accuracy not yet measuredNone of the 14 CpGs detected in our interaction analysis was identified in previous large-scale DNA methylation studies.
“Notably, none of the 14 CpGs detected in our interaction analysis was identified in previous large-scale DNA methylation studies [18–22]”
From Sex-specific DNA methylation differences in Alzheimer’s disease pathology (2021) · cites this paper as [20]
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
Sperling, R. A., Aisen, P. S., Beckett, L. A., Bennett, D. A., Craft, S., Fagan, A. M., Iwatsubo, T., Jack, C. R., Kaye, J., Montine, T. J., et al. (2011) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2011.03.003 · Cited by 7,155 · see citing works
Self-citationLeek, J. T., Johnson, W. E., Parker, H. S., Jaffe, A. E., & Storey, J. D. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts034 · Cited by 6,231 · see citing works
Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade
Jack, C. R., Knopman, D. S., Jagust, W. J., Shaw, L. M., Aisen, P. S., Weiner, M. W., Petersen, R. C., & Trojanowski, J. Q. (2010) · The Lancet Neurology · doi:10.1016/s1474-4422(09)70299-6 · Cited by 4,806 · see citing works
GREAT improves functional interpretation of cis-regulatory regions
McLean, C. Y., Bristor, D., Hiller, M., Clarke, S. L., Schaar, B. T., Lowe, C. B., Wenger, A. M., & Bejerano, G. (2010) · Nature Biotechnology · doi:10.1038/nbt.1630 · Cited by 4,502 · see citing works
Blennow, K., de Leon, M. J., & Zetterberg, H. (2006) · The Lancet · doi:10.1016/s0140-6736(06)69113-7 · Cited by 3,134 · see citing works
Hox genes in vertebrate development
Krumlauf, R. K. (1994) · Cell · doi:10.1016/0092-8674(94)90290-9 · Cited by 2,048 · see citing works
Schwarzer, G., Carpenter, J. R., & Rücker, G. (2015) · Use R! · doi:10.1007/978-3-319-21416-0 · Cited by 1,230 · see citing works
A data-driven approach to preprocessing Illumina 450K methylation array data
Pidsley, R., Y Wong, C. C., Volta, M., Lunnon, K., Mill, J., & Schalkwyk, L. C. (2013) · BMC Genomics · doi:10.1186/1471-2164-14-293 · Cited by 1,143 · 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-citationChen, Y.-A., Lemire, M., Choufani, S., Butcher, D., Grafodatskaya, D., Zanke, B., Gallinger, S., Hudson, T. J., & Weksberg, R. (2013) · Epigenetics · doi:10.4161/epi.23470 · Cited by 908 · see citing works
DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines
Bell, J. T., Pai, A. A., Pickrell, J. K., Gaffney, D. J., Pique-Regi, R., Degner, J. F., Gilad, Y., & Pritchard, J. K. (2011) · Genome Biology · doi:10.1186/gb-2011-12-1-r10 · Cited by 838 · see citing works
Methylomic profiling implicates cortical deregulation of ANK1 in Alzheimer's disease
Lunnon, K., Smith, R., Hannon, E., De Jager, P. L., Srivastava, G., Volta, M., Troakes, C., Al-Sarraj, S., Burrage, J., Macdonald, R., et al. (2014) · Nature Neuroscience · doi:10.1038/nn.3782 · Cited by 574 · see citing works
Self-citationPrice, E. M., Cotton, A. M., Lam, L., Farré, P., Emberly, E., Brown, C. J., Robinson, W., & Kobor, M. (2013) · Epigenetics & Chromatin · doi:10.1186/1756-8935-6-4 · Cited by 491 · see citing works
Pedersen, B. S., Schwartz, D. A., Yang, I. V., & Kechris, K. J. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts545 · Cited by 485 · see citing works
Guintivano, J., Aryee, M. J., & Kaminsky, Z. A. (2013) · Epigenetics · doi:10.4161/epi.23924 · Cited by 369 · see citing works
Hannon, E., Dempster, E., Viana, J., Burrage, J., Smith, A. R., Macdonald, R., St Clair, D., Mustard, C., Breen, G., Therman, S., et al. (2016) · Genome Biology · doi:10.1186/s13059-016-1041-x · Cited by 349 · see citing works
Self-citationXingbin, W., Kang, D., Shen, K., Song, C., Lu, S., Chang, L., Liao, S. G., Huo, Z., Tang, S., Ding, Y., et al. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts485 · Cited by 203 · see citing works
The Global Impact of Dementia 2013-2050
Prince, M. J., Guerchet, M., & Prina, M. A. (2013) · Research Portal (King's College London) · Cited by 203 · see citing works
MicroRNAs Located in the Hox Gene Clusters Are Implicated in Huntington's Disease Pathogenesis
Hoss, A. G., Kartha, V. K., Dong, X., Latourelle, J. C., Dumitriu, A., Hadzi, T. C., MacDonald, M. E., Gusella, J. F., Akbarian, S., Chen, J., et al. (2014) · PLoS Genetics · doi:10.1371/journal.pgen.1004188 · Cited by 128 · see citing works
Martin, T. C., Yet, İ., Tsai, P.-C., & Bell, J. T. (2015) · BMC Bioinformatics · doi:10.1186/s12859-015-0568-2 · Cited by 126 · see citing works
The epigenetic landscape of Alzheimer's disease
Lord, J., & Cruchaga, C. (2014) · Nature Neuroscience · doi:10.1038/nn.3792 · Cited by 122 · see citing works
Identification of a DNA methylation signature in blood cells from persons with Down Syndrome
Bacalini, M. G., Gentilini, D., Boattini, A., Giampieri, E., Pirazzini, C., Giuliani, C., Fontanesi, E., Scurti, M., Remondini, D., Capri, M., et al. (2014) · Aging · doi:10.18632/aging.100715 · Cited by 121 · see citing works
(2015) · Cited by 104 · see citing works
Lunnon, K., & Mill, J. (2013) · American Journal of Medical Genetics Part B: Neuropsychiatric Genetics · doi:10.1002/ajmg.b.32201 · Cited by 78 · see citing works
Self-citationHox Function Is Required for the Development and Maintenance of the Drosophila Feeding Motor Unit
Friedrich, J., Sorge, S., Bujupi, F., Eichenlaub, M., Schulz, N. G., Wittbrodt, J., & Lohmann, I. (2016) · Cell Reports · doi:10.1016/j.celrep.2015.12.077 · Cited by 42 · see citing works
Robust Microarray Meta-Analysis Identifies Differentially Expressed Genes for Clinical Prediction
Phan, J. H., Young, A. N., & Wang, M. D. (2012) · The Scientific World JOURNAL · doi:10.1100/2012/989637 · Cited by 17 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Gasparoni, G., Bultmann, S., Lutsik, P., Kraus, T. F. J., Sordon, S., Vlcek, J., Dietinger, V., Steinmaurer, M., Haider, M., Mulholland, C. B., et al. (2018) · Epigenetics & Chromatin · doi:10.1186/s13072-018-0211-3 · Cited by 229 · see citing works
Gene–environment interactions in Alzheimer disease: the emerging role of epigenetics
Migliore, L., & Coppedè, F. (2022) · Nature Reviews Neurology · doi:10.1038/s41582-022-00714-w · Cited by 217 · see citing works
Recalibrating the epigenetic clock: implications for assessing biological age in the human cortex
Shireby, G. L., Davies, J. P., Francis, P. T., Burrage, J., Walker, E., Neilson, G., Dahir, A., Thomas, A. J., Love, S., Smith, R. G., et al. (2020) · Brain · doi:10.1093/brain/awaa334 · Cited by 193 · see citing works
Self-citationPsychosis in Alzheimer disease—mechanisms, genetics and therapeutic opportunities
Ismail, Z., Creese, B., Aarsland, D., Kales, H. C., Lyketsos, C. G., Sweet, R. A., & Ballard, C. (2022) · Nature Reviews Neurology · doi:10.1038/s41582-021-00597-3 · Cited by 189 · see citing works
Park, C., Ha, J., & Park, S. (2020) · Expert Systems with Applications · doi:10.1016/j.eswa.2019.112873 · Cited by 184 · see citing works
Epigenetics of Alzheimer’s Disease
Perković, M. N., Paska, A. V., Konjevod, M., Kouter, K., Štrac, D. Š., Erjavec, G. N., & Pivac, N. (2021) · Biomolecules · doi:10.3390/biom11020195 · Cited by 181 · see citing works
Smith, R. G., Pishva, E., Shireby, G. L., Smith, A. R., Roubroeks, J. A. Y., Hannon, E. J., Wheildon, G., Mastroeni, D., Gasparoni, G., Riemenschneider, M. J., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-23243-4 · Cited by 163 · see citing works
Self-citationThe Epigenetics of Alzheimer’s Disease: Factors and Therapeutic Implications
Liu, X., Jiao, B., & Shen, L. H. (2018) · Frontiers in Genetics · doi:10.3389/fgene.2018.00579 · Cited by 147 · see citing works
Zhang, L., Silva, T. C., Young, J. I., Gomez, L., Schmidt, M. A., Hamilton-Nelson, K. L., Kunkle, B. W., Chen, X., Martin, E. R., & Wang, L. (2020) · Nature Communications · doi:10.1038/s41467-020-19791-w · Cited by 139 · see citing works
Systematic underestimation of the epigenetic clock and age acceleration in older subjects
Khoury, L. Y. E., Gorrie-Stone, T. J., Smart, M., Hughes, A., Bao, Y., Andrayas, A., Burrage, J., Hannon, E. J., Meena Kumari, B., Mill, J. S., et al. (2019) · Genome biology · doi:10.1186/s13059-019-1810-4 · Cited by 133 · see citing works
Self-citationShireby, G. L., Dempster, E. L., Policicchio, S. S. S., Smith, R. G., Pishva, E., Chioza, B. A., Davies, J. P., Burrage, J., Lunnon, K., Vellame, D. S., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-33394-7 · Cited by 125 · see citing works
Self-citationSmith, A. R., Smith, R. G., Pishva, E., Hannon, E. J., Roubroeks, J. A. Y., Burrage, J., Troakes, C., Al‐Sarraj, S., Sloan, C., Mill, J. S., et al. (2019) · Clinical Epigenetics · doi:10.1186/s13148-019-0636-y · Cited by 118 · see citing works
Self-citationSemick, S. A., Bharadwaj, R. A., Collado‐Torres, L., Tao, R., Shin, J. H., Deep‐Soboslay, A., Weiss, J. R., Weinberger, D. R., Hyde, T. M., Kleinman, J. E., et al. (2019) · Acta Neuropathologica · doi:10.1007/s00401-019-01966-5 · Cited by 113 · see citing works
Alzheimer’s Disorder: Epigenetic Connection and Associated Risk Factors
Sharma, V., Mehta, V., & Singh, T. G. (2020) · Current Neuropharmacology · doi:10.2174/1570159x18666200128125641 · Cited by 121 · see citing works
Pellegrini, C., Pirazzini, C., Sala, C., Sambati, L., Yusipov, I., Kalyakulina, A., Ravaioli, F., Kwiatkowska, K. M., Durso, D. F., Ivanchenko, M., et al. (2021) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2021.639428 · Cited by 88 · see citing works
Roubroeks, J. A. Y., Smith, A. R., Smith, R. G., Pishva, E., Ibrahim, Z., Sattlecker, M., Hannon, E. J., Kłoszewska, I., Mecocci, P., Soininen, H., et al. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2020.06.023 · Cited by 82 · see citing works
Self-citationEpigenetics in Alzheimer’s Disease
Gao, X., Chen, Q., Yao, H., Tan, J., Liu, Z., Zhou, Y., & Zou, Z. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.911635 · Cited by 81 · see citing works
Li, Q. S., Sun, Y., & Wang, T. (2020) · Clinical Epigenetics · doi:10.1186/s13148-020-00944-z · Cited by 78 · see citing works
Kaur, G., Rathod, S. S. S., Ghoneim, M. M., Alshehri, S., Ahmad, J., Mishra, A., & Alhakamy, N. A. (2022) · Biology · doi:10.3390/biology11010090 · Cited by 79 · see citing works
Association of peripheral blood DNA methylation level with Alzheimer’s disease progression
Li, Q. S., Vasanthakumar, A., Davis, J. W., Idler, K. B., Nho, K. T., Waring, J. F., Saykin, A. J., & Initiative, A. D. N. (2021) · Clinical Epigenetics · doi:10.1186/s13148-021-01179-2 · Cited by 69 · see citing works
Epigenetic Modifications in Alzheimer’s Neuropathology and Therapeutics
Esposito, M. M., & Sherr, G. L. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.00476 · Cited by 67 · see citing works
Li, Q. S., & Muynck, L. D. (2021) · Brain Behavior & Immunity - Health · doi:10.1016/j.bbih.2021.100227 · Cited by 60 · see citing works
Sex-specific DNA methylation differences in Alzheimer’s disease pathology
Zhang, L., Young, J. I., Gomez, L., Silva, T. C., Schmidt, M. A., Cai, J., Chen, X., Martin, E. R., & Wang, L. (2021) · Acta Neuropathologica Communications · doi:10.1186/s40478-021-01177-8 · Cited by 58 · see citing works
Cross-tissue analysis of blood and brain epigenome-wide association studies in Alzheimer’s disease
Silva, T. C., Young, J. I., Zhang, L., Gomez, L., Schmidt, M. A., Varma, A., Chen, X. S., Martin, E. R., & Wang, L. (2022) · Nature Communications · doi:10.1038/s41467-022-32475-x · Cited by 55 · see citing works
Belonwu, S., Li, Y., Bunis, D. G., Rao, A. A., Solsberg, C. W., Tang, A., Fragiadakis, G. K., Dubal, D. B., Oskotsky, T., & Sirota, M. (2021) · Molecular Neurobiology · doi:10.1007/s12035-021-02591-8 · Cited by 54 · see citing works
Wang, Y., Grant, O. A., Zhai, X., McDonald-Maier, K. D., & Schalkwyk, L. C. (2023) · GeroScience · doi:10.1007/s11357-023-00871-w · Cited by 52 · see citing works
Self-citationBettencourt, C., Foti, S. C., Miki, Y., Botía, J. A., Chatterjee, A., Warner, T. T., Révész, T., Lashley, T., Balázs, R., Viré, E. A., et al. (2019) · Acta Neuropathologica · doi:10.1007/s00401-019-02074-0 · Cited by 53 · see citing works
Huang, Y., Sun, X., Jiang, H., Yu, S., Robins, C., Armstrong, M. J., Li, R., Mei, Z. X., Shi, X., Gerasimov, E. S., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-24710-8 · Cited by 50 · see citing works
Self-citationA dynamic recursive feature elimination framework (dRFE) to further refine a set of OMIC biomarkers
Han, Y., Huang, L., & Zhou, F. (2021) · Bioinformatics · doi:10.1093/bioinformatics/btab055 · Cited by 48 · see citing works
Early- and Late-Onset Alzheimer’s Disease: Two Sides of the Same Coin?
Valdez-Gaxiola, C. A., Rosales-Leycegui, F., Gaxiola-Rubio, A., Moreno-Ortíz, J. M., & Figuera, L. E. (2024) · Diseases · doi:10.3390/diseases12060110 · Cited by 50 · see citing works
DNA methylation variability in Alzheimer's disease
Huo, Z., Zhu, Y., Yu, L., Yang, J., Jager, P. L. D., Bennett, D. A., & Zhao, J. (2018) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2018.12.003 · Cited by 43 · see citing works
Self-citationWei, S., Tao, J., Xu, J., Chen, X., Wang, Z., Zhang, N., Zuo, L., Jia, Z., Chen, H., Sun, H., et al. (2021) · Advanced Science · doi:10.1002/advs.202100727 · Cited by 42 · see citing works
Yang, X., Zhang, Y., Chen, Y., He, X., Qian, Y., Xu, S., Gao, C., Mo, C., Chen, S., & Xiao, Q. (2021) · Journal of Neuroinflammation · doi:10.1186/s12974-021-02267-z · Cited by 43 · see citing works
Pihlstrøm, L., Shireby, G. L., Geut, H., Henriksen, S. P., Rozemüller, A. J. M., Tunold, J., Hannon, E. J., Francis, P. T., Thomas, A. J., Love, S., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-32619-z · Cited by 40 · see citing works
Self-citationAbnormal Homocysteine Metabolism: An Insight of Alzheimer’s Disease from DNA Methylation
Pi, T., Liu, B., & Jing-shan, S. (2020) · Behavioural Neurology · doi:10.1155/2020/8438602 · Cited by 42 · see citing works
The ROSMAP project: aging and neurodegenerative diseases through omic sciences
Pérez-González, A. P., García-Kroepfly, A. L., Pérez-Fuentes, K. A., García-Reyes, R. I., Solis-Roldan, F. F., Alba-González, J. A., Lemus, E. H., & de Anda‐Jáuregui, G. (2024) · Frontiers in Neuroinformatics · doi:10.3389/fninf.2024.1443865 · Cited by 44 · see citing works
Higham, J. P., Malik, B. R., Buhl, E., Dawson, J., Ogier, A. S., Lunnon, K., & Hodge, J. J. L. (2019) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2019.00260 · Cited by 40 · see citing works
Self-citationZhang, W., Young, J. I., Gomez, L., Schmidt, M. A., Lukacsovich, D., Varma, A., Chen, X. S., Martin, E. R., & Wang, L. (2023) · Alzheimer s Research & Therapy · doi:10.1186/s13195-023-01216-7 · Cited by 38 · see citing works
Gomez, L., Odom, G., Young, J. I., Martin, E. R., Liu, L., Chen, X., Griswold, A. J., Gao, Z., Zhang, L., & Wang, L. (2019) · Nucleic Acids Research · doi:10.1093/nar/gkz590 · Cited by 37 · see citing works
Targeting epigenetics: A novel promise for Alzheimer’s disease treatment
Jeremic, D., Jiménez‐Díaz, L., & Navarro‐López, J. D. (2023) · Ageing Research Reviews · doi:10.1016/j.arr.2023.102003 · Cited by 36 · see citing works
Promoter DNA hypermethylation – Implications for Alzheimer’s disease
Liu, Y., Wang, M., Marcora, E. M., Zhang, B., & Goate, A. (2019) · Neuroscience Letters · doi:10.1016/j.neulet.2019.134403 · Cited by 35 · see citing works
Mitsumori, 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
Distinct sex-specific DNA methylation differences in Alzheimer’s disease
C. Silva, T., Zhang, W., Young, J. I., Gomez, L., Schmidt, M. A., Varma, A., Chen, X. S., Martin, E. R., & Wang, L. (2022) · Alzheimer's Research & Therapy · doi:10.1186/s13195-022-01070-z · Cited by 33 · see citing works
Utility of DNA Methylation as a Biomarker in Aging and Alzheimer’s Disease
Milicic, L., Porter, T., Vacher, M. A., & Laws, S. M. (2023) · Journal of Alzheimer s Disease Reports · doi:10.3233/adr-220109 · Cited by 36 · see citing works
Li, Z., Liang, D., Ebelt, S., Gearing, M., Kobor, M. S., Konwar, C., Maclsaac, J. L., Dever, K., Wingo, A. P., Levey, A. I., et al. (2024) · Alzheimer s & Dementia · doi:10.1002/alz.13650 · Cited by 32 · see citing works
Bowman, G. L., Dodge, H. H., Guyonnet, S., Zhou, N., Donohue, J., Bichsel, A., Schmitt, J. A. J., Hooper, C., Bartfai, T., Andrieu, S., et al. (2019) · Alzheimer s & Dementia Translational Research & Clinical Interventions · doi:10.1016/j.trci.2019.11.004 · Cited by 32 · see citing works
Liu, D., Wang, Y., Jing, H., Meng, Q., & Yang, J. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2020.09.019 · Cited by 31 · see citing works
Abbas, Z., Tayara, H., & Chong, K. T. (2022) · Chemometrics and Intelligent Laboratory Systems · doi:10.1016/j.chemolab.2022.104536 · Cited by 31 · see citing works
Deep belief network-based approach for detecting Alzheimer's disease using the multi-omics data
Mahendran, N., & Vincent P M, D. R. (2023) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2023.02.021 · Cited by 31 · see citing works
Alshamlan, H., Omar, S., Aljurayyad, R., & Alabduljabbar, R. (2023) · Diagnostics · doi:10.3390/diagnostics13101771 · Cited by 30 · see citing works
Wang, Q., Chen, Y., Readhead, B. P., Chen, K., Su, Y., Reiman, E. M., & Dudley, J. T. (2020) · Clinical Epigenetics · doi:10.1186/s13148-020-00984-5 · Cited by 30 · see citing works
Sommerer, Y., Dobričić, V., Schilling, M., Ohlei, O., Sabet, S. S., Wesse, T., Fuß, J., Franzenburg, S., Franke, A., Parkkinen, L., et al. (2023) · Alzheimer s Research & Therapy · doi:10.1186/s13195-023-01232-7 · Cited by 30 · see citing works
Psychosis-associated DNA methylomic variation in Alzheimer's disease cortex
Pishva, E., Creese, B., Smith, A. R., Viechtbauer, W., Proitsi, P., van den Hove, D., Ballard, C. G., Mill, J. S., & Lunnon, K. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2020.01.001 · Cited by 29 · see citing works
Self-citationLi, H., Wang, F., Guo, X., & Jiang, Y. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.682247 · Cited by 31 · see citing works
Nuclear dynamics and stress responses in Alzheimer’s disease
Iatrou, A., Clark, E. M., & Wang, Y. (2021) · Molecular Neurodegeneration · doi:10.1186/s13024-021-00489-6 · Cited by 27 · see citing works
Rabaneda‐Bueno, R., Mena‐Montes, B., Torres‐Castro, S., Torres‐Carrillo, N., & Torres-Carrillo, N. M. (2021) · Genes · doi:10.3390/genes12121959 · Cited by 29 · see citing works
Genome‐wide methylomic regulation of multiscale gene networks in Alzheimer's disease
Wang, E., Wang, M., Guo, L. M., Fullard, J. F., Micallef, C., Bendl, J. M., Song, W., Chen, M., Huang, Y., Li, Y., et al. (2023) · Alzheimer s & Dementia · doi:10.1002/alz.12969 · Cited by 28 · see citing works
Self-citationRydbirk, R., Folke, J., Busato, F., Roché, E., Chauhan, A. S., Løkkegaard, A., Hejl, A., Bode, M., Blaabjerg, M., Møller, M., et al. (2020) · Acta Neuropathologica Communications · doi:10.1186/s40478-020-00908-7 · Cited by 27 · see citing works
MethReg: estimating the regulatory potential of DNA methylation in gene transcription
Silva, T. C., Young, J. I., Martin, E. R., Chen, X. S., & Wang, L. (2022) · Nucleic Acids Research · doi:10.1093/nar/gkac030 · Cited by 26 · see citing works
Methylation differences in Alzheimer’s disease neuropathologic change in the aged human brain
Lang, A.-L., Eulalio, T. Y., Fox, E., Yakabi, K., Bukhari, S. A., Kawas, C. H., Corrada, M. M., Montgomery, S. B., Heppner, F. L., Capper, D., et al. (2022) · Acta Neuropathologica Communications · doi:10.1186/s40478-022-01470-0 · Cited by 24 · see citing works
Drzymalla, E., Crider, K. S., Wang, A., Marta, G., Khoury, M. J., & Rasooly, D. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02620-1 · Cited by 27 · see citing works
Neuroepigenetics and Alzheimer’s Disease: An Update
Zusso, M., Barbierato, M., Facci, L., Skaper, S. D., & Giusti, P. (2018) · Journal of Alzheimer s Disease · doi:10.3233/jad-180259 · Cited by 27 · see citing works
The Histone Modification H3K4me3 is Altered at the ANK1 Locus in Alzheimer's Disease Brain
Smith, A. R., Smith, R. G., Macdonald, R., Marzi, S. J., Burrage, J., Troakes, C., Al‐Sarraj, S., Mill, J. S., & Lunnon, K. (2021) · Future Science OA · doi:10.2144/fsoa-2020-0161 · Cited by 25 · see citing works
Self-citationZhu, K., Yang, T.-H. O., Dorie, V., Zheng, T., & Anastassiou, D. (2019) · Translational Psychiatry · doi:10.1038/s41398-018-0358-5 · Cited by 24 · see citing works
Epigenetic regulation in the pathophysiology of Lewy body dementia
Chouliaras, L., Kumar, G. S., Thomas, A. J., Lunnon, K., Chinnery, P. F., & O'Brien, J. T. (2020) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2020.101822 · Cited by 23 · see citing works
Self-citationZhang, Z., Wiencke, J. K., Kelsey, K. T., Koestler, D. C., Molinaro, A. M., Pike, S. C., Karra, P., Christensen, B. C., & Salas, L. A. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1198243 · Cited by 22 · see citing works
Feature Selection of OMIC Data by Ensemble Swarm Intelligence Based Approaches
Yao, Z., Zhu, G., Too, J., Duan, M., & Wang, Z. (2022) · Frontiers in Genetics · doi:10.3389/fgene.2021.793629 · Cited by 21 · see citing works
Hannon, E. J., Dempster, E. L., Davies, J. P., Chioza, B. A., Blake, G. E. T., Burrage, J., Policicchio, S. S. S., Franklin, A., Walker, E., Bamford, R. A., et al. (2024) · BMC Biology · doi:10.1186/s12915-024-01827-y · Cited by 21 · see citing works
Self-citationMacBean, L. F., Smith, A. R., & Lunnon, K. (2020) · Current Genetic Medicine Reports · doi:10.1007/s40142-020-00190-y · Cited by 21 · see citing works
Self-citationKim, J. P., Kim, B.-H., Bice, P. J., Seo, S. W., Bennett, D. A., Saykin, A. J., & Nho, K. T. (2022) · Biological Psychiatry · doi:10.1016/j.biopsych.2022.06.020 · Cited by 20 · see citing works
Self-citationGenome-wide association study in Alzheimer’s disease: a bibliometric and visualization analysis
Zhang, J., Wang, Y., Zhang, Y., & Yao, J. (2023) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2023.1290657 · Cited by 21 · see citing works
The contribution of DNA methylation to the (dys)function of oligodendroglia in neurodegeneration
Fodder, K., de Silva, R., Warner, T. T., & Bettencourt, C. (2023) · Acta Neuropathologica Communications · doi:10.1186/s40478-023-01607-9 · Cited by 17 · see citing works
Association of Blood-Based DNA Methylation Markers With Late-Onset Alzheimer Disease
Acha, B., Corroza, J., de Gordoa, J. S., Cabello, C., Robles, M., Méndez-López, I., Macías, M., Zueco, S., Roldán, M., Urdánoz‐Casado, A., et al. (2023) · Neurology · doi:10.1212/wnl.0000000000207865 · Cited by 18 · see citing works
Minding the Gap: Exploring Neuroinflammatory and Microglial Sex Differences in Alzheimer’s Disease
Reed-Geaghan, E. G., & Keller-Norrell, P. R. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms242417377 · Cited by 19 · see citing works
Parikh, D., & Shah, M. (2024) · Biomedical Analysis · doi:10.1016/j.bioana.2024.05.005 · Cited by 18 · see citing works
Epilepsy Is Associated With Dysregulation of Long Non-coding RNAs in the Peripheral Blood
Hashemian, F., Ghafouri‐Fard, S., Arsang‐Jang, S., Mirzajani, S., Fallah, H., Habibabadi, J. M., Sayad, A., & Taheri, M. N. (2019) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2019.00113 · Cited by 17 · see citing works
Schrauben, M., Dempster, E. L., & Lunnon, K. (2020) · Brain Pathology · doi:10.1111/bpa.12881 · Cited by 17 · see citing works
Self-citationSmith, R. G., Pishva, E., Kouhsar, M. P., Imm, J. L., Dobričić, V., Johannsen, P., Wittig, M., Franke, A., Vandenberghe, R. R., Schaeverbeke, J. M., et al. (2024) · Alzheimer s & Dementia · doi:10.1002/alz.14098 · Cited by 15 · see citing works
Self-citationMa, Y., Yu, L., Olah, M., Smith, R. G., Oatman, S. R., Allen, M., Pishva, E., Zhang, B., Menon, V., Ertekin‐Taner, N., et al. (2021) · Alzheimer s & Dementia · doi:10.1002/alz.12425 · Cited by 14 · see citing works
Self-citationDNA methylation: The epigenetic mechanism of Alzheimer's disease
Qin, H., Liu, J., Fang, C., Deng, Y., & Zhang, Y. (2023) · Ibrain · doi:10.1002/ibra.12121 · Cited by 15 · see citing works
Epigenome‐wide association studies in Alzheimer’s disease; achievements and challenges
van den Hove, D., Riemens, R. J. M., Koulousakis, P., & Pishva, E. (2020) · Brain Pathology · doi:10.1111/bpa.12880 · Cited by 15 · see citing works
Han, Y., Huang, L., & Zhou, F. (2021) · Genes · doi:10.3390/genes12111814 · Cited by 14 · see citing works
Ruffini, N., Klingenberg, S., Heese, R., Schweiger, S., & Gerber, S. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.866886 · Cited by 14 · see citing works
Smith, A. R., Wheildon, G., & Lunnon, K. (2020) · Neuropathology and Applied Neurobiology · doi:10.1111/nan.12650 · Cited by 14 · see citing works
Self-citationUnveiling DNA methylation in Alzheimer’s disease: a review of array-based human brain studies
Alves, V. C., Carro, E., & Figueiro‐Silva, J. (2024) · Neural Regeneration Research · doi:10.4103/1673-5374.393106 · Cited by 13 · see citing works
Blood DNA methylation signature for incident dementia: Evidence from longitudinal cohorts
Zhang, W., Young, J. I., Gomez, L., Schmidt, M. A., Lukacsovich, D., Kunkle, B. W., Chen, X. S., Martin, E. R., & Wang, L. (2025) · Alzheimer s & Dementia · doi:10.1002/alz.14496 · Cited by 14 · see citing works
Sommerer, Y., Dobričić, V., Schilling, M., Ohlei, O., David Bartrés-faz, A., Cattaneo, G., Demuth, I., Düzel, S., Franzenburg, S., Fuß, J., et al. (2022) · Biomedicines · doi:10.3390/biomedicines10112798 · Cited by 13 · see citing works
Assessing DNA methylation detection for primary human tissue using Nanopore sequencingPreprint
Genner, R. M., Akeson, S., Meredith, M., Jerez, P. Á., Malik, L., Baker, B., Miano‐Burkhardt, A., CARD-long-read Team, Paten, B., Billingsley, K. J., et al. (2025) · Genome Research · doi:10.1101/gr.279159.124 · Cited by 13 · see citing works
Agarwal, D., Kumari, R., Ilyas, A., Tyagi, S., Kumar, R., & Poddar, N. K. (2021) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2021.10.026 · Cited by 12 · see citing works
Liquid Biopsy in Alzheimer’s Disease Patients Reveals Epigenetic Changes in the PRLHR Gene
Macías, M., Acha, B., Corroza, J., Urdánoz‐Casado, A., Roldán, M., Robles, M., de Gordoa, J. S., Erro, M. E., Jericó, I., Blanco‐Luquin, I., et al. (2023) · Cells · doi:10.3390/cells12232679 · Cited by 12 · see citing works
ADmeth: A Manually Curated Database for the Differential Methylation in Alzheimer's Disease
Peng, X., Zhang, W., Cui, W., Ding, B., Lyu, Q., & Wang, J. (2022) · IEEE Transactions on Computational Biology and Bioinformatics · doi:10.1109/tcbb.2022.3178087 · Cited by 12 · see citing works
Emerging roles for HOX proteins in synaptogenesis
Gofflot, F., & Lizen, B. (2018) · The International Journal of Developmental Biology · doi:10.1387/ijdb.180299fg · Cited by 12 · see citing works
Venkatesh, R., Cardone, K. M., Bradford, Y., Moore, A. K., Kumar, R., Moore, J. H., Shen, L., Kim, D., & Ritchie, M. D. (2025) · Alzheimer s & Dementia · doi:10.1002/alz.70886 · Cited by 11 · see citing works
Lv, L., Zhang, D., Hua, P., & Yang, S. (2020) · Life Sciences · doi:10.1016/j.lfs.2020.118760 · Cited by 11 · see citing works
High-dimensional generalized propensity score with application to omics data
Gao, Q., Zhang, Y., Liang, J., Sun, H., & Wang, T. (2021) · Briefings in Bioinformatics · doi:10.1093/bib/bbab331 · Cited by 10 · see citing works
Dunnet, M. J., Ortega‐Recalde, O., Waters, S. A., Weeks, R. J., Morison, I. M., & Hore, T. A. (2022) · Epigenetics Communications · doi:10.1186/s43682-022-00011-z · Cited by 10 · see citing works
Wu, S., Yang, F., Shan, C., Wang, B., Wang, W., Li, H., Yu, L., He, L., Li, X., Sun, L., et al. (2023) · Frontiers in Genetics · doi:10.3389/fgene.2023.1175864 · Cited by 10 · see citing works
Assessing methylation detection for primary human tissue using Nanopore sequencingPreprint
Genner, R. M., Akeson, S., Meredith, M., Jerez, P. Á., Malik, L., Baker, B., Miano‐Burkhardt, A., CARD-long-read Team, Paten, B., Billingsley, K. J., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.02.29.581569 · Cited by 10 · see citing works
Lukacsovich, D., O'Shea, D. M., Huang, H.-C., Zhang, W., Young, J., Chen, X., Dietrich, S.-T., Kunkle, B. W., Martin, E., & Wang, L. (2023) · medRxiv · doi:10.1093/database/baae061 · Cited by 12 · see citing works
Abir, A. R., Dip, S. A., & Zhang, L. (2025) · Briefings in Bioinformatics · doi:10.1093/bib/bbaf438 · Cited by 9 · see citing works
- Authors
- Smith, R. G., Hannon, E., De Jager, P. L., Chibnik, L., Lott, S. J., Condliffe, D., Smith, A. R., Haroutunian, V., Troakes, C., Al‐Sarraj, S., Bennett, D. A., Powell, J., Lovestone, S., Schalkwyk, L., Mill, J., & Lunnon, K.
- Affiliations
- University of Exeter (GB)
- Program in Translational NeuroPsychiatric Genomics Departments of Neurology and Psychiatry Institute for the Neurosciences Brigham and Women's Hospital Boston MA USA
- Brigham and Women's Hospital (US)
- King's College London (GB)
- Queen Mary University of London (GB)
- James J. Peters VA Medical Center (US)
- Rush University Medical Center (US)
- Warneford Hospital (GB)
- University of Essex (GB)
- Corresponding author
- Mill, Jonathan
- Lunnon, Katie
- ORCID
- Venue
- Alzheimer's & Dementia
- Publisher
- Wiley
- Published
- 2018-03-14
- Volume
- 14
- Issue
- 12
- Pages
- 1580-1588
- ISSN
- 1552-5260 (ISSN-L)
- 1552-5279
- PMC
- PMC6438205
- OpenAlex
- W2789414284
- Cited by
- 184
- References
- 26
- Citations by year
- 2026: 13 · 2025: 20 · 2024: 22 · 2023: 28 · 2022: 26 · 2021: 27 · 2020: 26 · 2019: 15 · 2018: 7
- FWCI
- 7.56
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Alzheimer s & Dementia (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion, cc-by-nc-nd)
- Open Access at Essex (University of Essex) (acceptedVersion)
- Figshare (submittedVersion, cc-by-nc-nd)
- Research Portal (King's College London) (submittedVersion, other-oa)
- Open Research Exeter (University of Exeter) (submittedVersion, cc-by-nc-nd)
- Royal Devon and Exeter Research Repository (Royal Devon and Exeter) (submittedVersion)
- Funders
- National Institutes of Health (R01 AG036039, AG02219, AG05138, MH064673, R01 AG036042, R01AG036836, R01 AG17917, R01 AG15819, R01 AG032990, R01 AG18023, RC2 AG036547, P30 AG10161, P50 AG016574, U01 ES017155, KL2 RR024151, K25 AG041906‐01)
- Alzheimer's Society (AS‐PG‐14‐038)
- Alzheimer's Association (NIRG‐14‐320878)
- BRACE
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Keywords
- Alzheimer's disease, DNA methylation
- MeSH terms
- Alzheimer Disease, Multigene Family, Temporal Lobe, Prefrontal Cortex, Homeodomain Proteins, CpG Islands, DNA Methylation, Genetic Predisposition to Disease, Epigenesis, Genetic, Genome-Wide Association Study
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