Universal DNA methylation age across mammalian tissues

dc.contributor.authorLu, A.T.
dc.contributor.authorFei, Z.
dc.contributor.authorHaghani, A.
dc.contributor.authorRobeck, T.R.
dc.contributor.authorZoller, J.A.
dc.contributor.authorLi, C.Z.
dc.contributor.authorLowe, R.
dc.contributor.authorYan, Q.
dc.contributor.authorZhang, J.
dc.contributor.authorVu, H.
dc.contributor.authorAblaeva, J.
dc.contributor.authorAcosta-Rodriguez, V.A.
dc.contributor.authorAdams, D.M.
dc.contributor.authorAlmunia, J.
dc.contributor.authorAloysius, A.
dc.contributor.authorArdehali, R.
dc.contributor.authorArneson, A.
dc.contributor.authorBaker, C.S.
dc.contributor.authorBanks, G.
dc.contributor.authorBelov, K.
dc.contributor.authorBennett, Nigel Charles
dc.contributor.authorBlack, P.
dc.contributor.authorBlumstein, D.T.
dc.contributor.authorBors, E.K.
dc.contributor.authorBreeze, C.E.
dc.contributor.authorBrooke, R.T.
dc.contributor.authorBrown, J.L.
dc.contributor.authorCarter, G.G.
dc.contributor.authorCaulton, A.
dc.contributor.authorCavin, J.M.
dc.contributor.authorChakrabarti, L.
dc.contributor.authorChatzistamou, I.
dc.contributor.authorChen, H.
dc.contributor.authorCheng, K.
dc.contributor.authorChiavellini, P.
dc.contributor.authorChoi, O.W.
dc.contributor.authorClarke, S.M.
dc.contributor.authorCooper, L.N.
dc.contributor.authorCossette, M.L.
dc.contributor.authorDay, J.
dc.contributor.authorDeYoung, J.
dc.contributor.authorDiRocco, S.
dc.contributor.authorDold, C.
dc.contributor.authorEhmke, E.E.
dc.contributor.authorEmmons, C.K.
dc.contributor.authorEmmrich, S.
dc.contributor.authorErbay, E.
dc.contributor.authorErlacher-Reid, C.
dc.contributor.authorFaulkes, C.G.
dc.contributor.authorFerguson, S.H.
dc.contributor.authorFinno, C.J.
dc.contributor.authorFlower, J.E.
dc.contributor.authorGaillard, J.M.
dc.contributor.authorGarde, E.
dc.contributor.authorGerber, L.
dc.contributor.authorGladyshev, V.N.
dc.contributor.authorGorbunova, V.
dc.contributor.authorGoya, R.G.
dc.contributor.authorGrant, M.J.
dc.contributor.authorGreen, C.B.
dc.contributor.authorHales, E.N.
dc.contributor.authorHanson, M.B.
dc.contributor.authorHart, Daniel William
dc.contributor.authorHaulena, M.
dc.contributor.authorHerrick, K.
dc.contributor.authorHogan, A.N.
dc.contributor.authorHogg, C.J.
dc.contributor.authorHore, T.A.
dc.contributor.authorHuang, T.
dc.contributor.authorIzpisua Belmonte, J.C.
dc.contributor.authorJasinska, A.J.
dc.contributor.authorJones, G.
dc.contributor.authorJourdain, E.
dc.contributor.authorKashpur, O.
dc.contributor.authorKatcher, H.
dc.contributor.authorKatsumata, E.
dc.contributor.authorKaza, V.
dc.contributor.authorKiaris, H.
dc.contributor.authorKobor, M.S.
dc.contributor.authorKordowitzki, P.
dc.contributor.authorKoski, W.R.
dc.contributor.authorKruetzen, M.
dc.contributor.authorKwon, S.B.
dc.contributor.authorLarison, B.
dc.contributor.authorLee, S.G.
dc.contributor.authorLehmann, M.
dc.contributor.authorLemaitre, J.F.
dc.contributor.authorLevine, A.J.
dc.contributor.authorLi, C.Z.
dc.contributor.authorLi, X.
dc.contributor.authorLim, A.R.
dc.contributor.authorLin, D.T.S.
dc.contributor.authorLindemann, D.M.
dc.contributor.authorLittle, T.J.
dc.contributor.authorMacoretta, N.
dc.contributor.authorMaddox, D.
dc.contributor.authorMatkin, C.O.
dc.contributor.authorMattison, J.A.
dc.contributor.authorMcClure, M.
dc.contributor.authorMergl, J.
dc.contributor.authorMeudt, J.J.
dc.contributor.authorMontano, G.A.
dc.contributor.authorMozhui, K.
dc.contributor.authorMunshi-South, J.
dc.contributor.authorNaderi, A.
dc.contributor.authorNagy, M.
dc.contributor.authorNarayan, P.
dc.contributor.authorNathanielsz, P.W.
dc.contributor.authorNguyen, N.B.
dc.contributor.authorNiehrs, C.
dc.contributor.authorO'Brien, J.K.
dc.contributor.authorO'Tierney Ginn, P.
dc.contributor.authorOdom, D.T.
dc.contributor.authorOphir, A.G.
dc.contributor.authorOsborn, S.
dc.contributor.authorOstrander, E.A.
dc.contributor.authorParsons, K.M.
dc.contributor.authorPaul, K.C.
dc.contributor.authorPellegrini, M.
dc.contributor.authorPeters, K.J.
dc.contributor.authorPedersen, A.B.
dc.contributor.authorPetersen, J.L.
dc.contributor.authorPietersen, D.W.
dc.contributor.authorPinho, G.M.
dc.contributor.authorPlassais, J.
dc.contributor.authorPoganik, J.R.
dc.contributor.authorPrado, N.A.
dc.contributor.authorReddy, P.
dc.contributor.authorRey, B.
dc.contributor.authorRitz, B.R.
dc.contributor.authorRobbins, J.
dc.contributor.authorRodriguez, M.
dc.contributor.authorRussell, J.
dc.contributor.authorRydkina, E.
dc.contributor.authorSailer, L.L.
dc.contributor.authorSalmon, A.B.
dc.contributor.authorSanghavi, A.
dc.contributor.authorSchachtschneider, K.M.
dc.contributor.authorSchmitt, D.
dc.contributor.authorSchmitt, T.
dc.contributor.authorSchomacher, L.
dc.contributor.authorSchook, L.B.
dc.contributor.authorSears, K.E.
dc.contributor.authorSeifert, A.W.
dc.contributor.authorSeluanov, A.
dc.contributor.authorShafer, A.B.A.
dc.contributor.authorShanmuganayagam, D.
dc.contributor.authorShindyapina, A.V.
dc.contributor.authorSimmons, M.
dc.contributor.authorSingh, K.
dc.contributor.authorSinha, I.
dc.contributor.authorSlone, J.
dc.contributor.authorSnell, R.G.
dc.contributor.authorSoltanmaohammadi, E.
dc.contributor.authorSpangler, M.L.
dc.contributor.authorSpriggs, M.C.
dc.contributor.authorStaggs, L.
dc.contributor.authorStedman, N.
dc.contributor.authorSteinman, K.J.
dc.contributor.authorStewart, D.T.
dc.contributor.authorSugrue, V.J.
dc.contributor.authorSzladovits, B.
dc.contributor.authorTakahashi, J.S.
dc.contributor.authorTakasugi, M.
dc.contributor.authorTeeling, E.C.
dc.contributor.authorThompson, M.J.
dc.contributor.authorVan Bonn, B.
dc.contributor.authorVernes, S.C.
dc.contributor.authorVillar, D.
dc.contributor.authorVinters, H.V.
dc.contributor.authorWallingford, M.C.
dc.contributor.authorWang, N.
dc.contributor.authorWayne, R.K.
dc.contributor.authorWilkinson, G.S.
dc.contributor.authorWilliams, C.K.
dc.contributor.authorWilliams, R.W.
dc.contributor.authorYang, X.W.
dc.contributor.authorYao, M.
dc.contributor.authorYoung, B.G.
dc.contributor.authorZhang, B.
dc.contributor.authorZhang, Z.
dc.contributor.authorZhao, P.
dc.contributor.authorZhao, Y.
dc.contributor.authorZhou, W.
dc.contributor.authorZimmermann, J.
dc.contributor.authorErnst, J.
dc.contributor.authorRaj, K.
dc.contributor.authorHorvath, S.
dc.date.accessioned2024-03-01T06:32:47Z
dc.date.available2024-03-01T06:32:47Z
dc.date.issued2023-11
dc.descriptionDATA AVAILABILITY STATEMENT : The individual-level data from the Mammalian Methylation Consortium can be accessed from several online locations. All data from the Mammalian Methylation Consortium are posted on Gene Expression Omnibus (complete dataset, GSE223748). Subsets of the datasets can also be downloaded from accession numbers GSE174758, GSE184211, GSE184213, GSE184215, GSE184216, GSE184218, GSE184220, GSE184221, GSE184224, GSE190660, GSE190661, GSE190662, GSE190663, GSE190664, GSE174544, GSE190665, GSE174767, GSE184222, GSE184223, GSE174777, GSE174778, GSE173330, GSE164127, GSE147002, GSE147003, GSE147004, GSE223943 and GSE223944. Additional details can be found in Supplementary Note 2. The mammalian data can also be downloaded from the Clock Foundation webpage: https://clockfoundation.org/MammalianMethylationConsortium. The mammalian methylation array is available through the non-profit Epigenetic Clock Development Foundation (https://clockfoundation.org/). The manifest file of the mammalian array and genome annotations of CpG sites can be found on Zenodo (10.5281/zenodo.7574747). All other data supporting the findings of this study are available from the corresponding author upon reasonable request. The chip manifest files, genome annotations of CpG sites and the software code for universal pan-mammalian clocks can be found on GitHub95 at https://github.com/shorvath/MammalianMethylationConsortium/tree/v2.0.0. The individual R code for the universal pan-mammalian clocks, EWAS analysis and functional enrichment studies can be also found in the Supplementary Code.en_US
dc.descriptionSUPPLEMENTARY MATERIAL 1 : Supplementary Tables 1–3 and Notes 1–6.en_US
dc.descriptionSUPPLEMENTARY MATERIAL 2 : Reporting Summaryen_US
dc.descriptionSUPPLEMENTARY MATERIAL 3 : Supplementary Data 1–14.en_US
dc.descriptionSUPPLEMENTARY MATERIAL 4 : Supplementary Code.en_US
dc.description.abstractAging, often considered a result of random cellular damage, can be accurately estimated using DNA methylation profiles, the foundation of pan-tissue epigenetic clocks. Here, we demonstrate the development of universal pan-mammalian clocks, using 11,754 methylation arrays from our Mammalian Methylation Consortium, which encompass 59 tissue types across 185 mammalian species. These predictive models estimate mammalian tissue age with high accuracy (r > 0.96). Age deviations correlate with human mortality risk, mouse somatotropic axis mutations and caloric restriction. We identified specific cytosines with methylation levels that change with age across numerous species. These sites, highly enriched in polycomb repressive complex 2-binding locations, are near genes implicated in mammalian development, cancer, obesity and longevity. Our findings offer new evidence suggesting that aging is evolutionarily conserved and intertwined with developmental processes across all mammals.en_US
dc.description.departmentZoology and Entomologyen_US
dc.description.librarianhj2024en_US
dc.description.sdgSDG-15:Life on landen_US
dc.description.urihttps://www.nature.com/natagingen_US
dc.identifier.citationLu, A.T., Fei, Z., Haghani, A. et al. Author Correction: Universal DNA methylation age across mammalian tissues. Nature Aging 3, 1462 (2023). https://doi.org/10.1038/s43587-023-00499-7.en_US
dc.identifier.issn2662-8465 (online)
dc.identifier.other10.1038/s43587-023-00499-7
dc.identifier.urihttp://hdl.handle.net/2263/95017
dc.language.isoenen_US
dc.publisherNature Researchen_US
dc.rights© The Author(s) 2023, corrected publication 2023. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License.en_US
dc.subjectEvolutionen_US
dc.subjectAgeingen_US
dc.subjectDeoxyribonucleic acid (DNA)en_US
dc.subjectDNA methylationen_US
dc.subjectBiomarkersen_US
dc.subjectSDG-15: Life on landen_US
dc.titleUniversal DNA methylation age across mammalian tissuesen_US
dc.typeArticleen_US

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