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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, N C
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, D W
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.authorKrützen, 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
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.accessioned2023-08-31T16:30:08Z
dc.date.available2023-08-31T16:30:08Z
dc.date.issued2023-08-10
dc.identifier293406400
dc.identifier9ebe4f5c-fa59-48d8-b8b1-c0013d25fa0e
dc.identifier37563227
dc.identifier85165881383
dc.identifier.citationLu , A T , Fei , Z , Haghani , A , Robeck , T R , Zoller , J A , Li , C Z , Lowe , R , Yan , Q , Zhang , J , Vu , H , Ablaeva , J , Acosta-Rodriguez , V A , Adams , D M , Almunia , J , Aloysius , A , Ardehali , R , Arneson , A , Baker , C S , Banks , G , Belov , K , Bennett , N C , Black , P , Blumstein , D T , Bors , E K , Breeze , C E , Brooke , R T , Brown , J L , Carter , G G , Caulton , A , Cavin , J M , Chakrabarti , L , Chatzistamou , I , Chen , H , Cheng , K , Chiavellini , P , Choi , O W , Clarke , S M , Cooper , L N , Cossette , M L , Day , J , DeYoung , J , DiRocco , S , Dold , C , Ehmke , E E , Emmons , C K , Emmrich , S , Erbay , E , Erlacher-Reid , C , Faulkes , C G , Ferguson , S H , Finno , C J , Flower , J E , Gaillard , J M , Garde , E , Gerber , L , Gladyshev , V N , Gorbunova , V , Goya , R G , Grant , M J , Green , C B , Hales , E N , Hanson , M B , Hart , D W , Haulena , M , Herrick , K , Hogan , A N , Hogg , C J , Hore , T A , Huang , T , Izpisua Belmonte , J C , Jasinska , A J , Jones , G , Jourdain , E , Kashpur , O , Katcher , H , Katsumata , E , Kaza , V , Kiaris , H , Kobor , M S , Kordowitzki , P , Koski , W R , Krützen , M , Kwon , S B , Larison , B , Lee , S G , Lehmann , M , Lemaitre , J F , Levine , A J , Li , C , Li , X , Lim , A R , Lin , D T S , Lindemann , D M , Little , T J , Macoretta , N , Maddox , D , Matkin , C O , Mattison , J A , McClure , M , Mergl , J , Meudt , J J , Montano , G A , Mozhui , K , Munshi-South , J , Naderi , A , Nagy , M , Narayan , P , Nathanielsz , P W , Nguyen , N B , Niehrs , C , O'Brien , J K , O'Tierney Ginn , P , Odom , D T , Ophir , A G , Osborn , S , Ostrander , E A , Parsons , K M , Paul , K C , Pellegrini , M , Peters , K J , Pedersen , A B , Petersen , J L , Pietersen , D W , Pinho , G M , Plassais , J , Poganik , J R , Prado , N A , Reddy , P , Rey , B , Ritz , B R , Robbins , J , Rodriguez , M , Russell , J , Rydkina , E , Sailer , L L , Salmon , A B , Sanghavi , A , Schachtschneider , K M , Schmitt , D , Schmitt , T , Schomacher , L , Schook , L B , Sears , K E , Seifert , A W , Seluanov , A , Shafer , A B A , Shanmuganayagam , D , Shindyapina , A V , Simmons , M , Singh , K , Sinha , I , Slone , J , Snell , R G , Soltanmaohammadi , E , Spangler , M L , Spriggs , M C , Staggs , L , Stedman , N , Steinman , K J , Stewart , D T , Sugrue , V J , Szladovits , B , Takahashi , J S , Takasugi , M , Teeling , E C , Thompson , M J , Van Bonn , B , Vernes , S C , Villar , D , Vinters , H V , Wallingford , M C , Wang , N , Wayne , R K , Wilkinson , G S , Williams , C K , Williams , R W , Yang , X W , Yao , M , Young , B G , Zhang , B , Zhang , Z , Zhao , P , Zhao , Y , Zhou , W , Zimmermann , J , Ernst , J , Raj , K & Horvath , S 2023 , ' Universal DNA methylation age across mammalian tissues ' , Nature Aging . https://doi.org/10.1038/s43587-023-00462-6en
dc.identifier.issn2662-8465
dc.identifier.otherJisc: 1286755
dc.identifier.otherpii: 10.1038/s43587-023-00462-6
dc.identifier.otherORCID: /0000-0003-0305-4584/work/141643638
dc.identifier.urihttps://hdl.handle.net/10023/28280
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.
dc.format.extent20313852
dc.language.isoeng
dc.relation.ispartofNature Agingen
dc.subjectDASen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.titleUniversal DNA methylation age across mammalian tissuesen
dc.typeJournal articleen
dc.contributor.sponsorUK Research and Innovationen
dc.contributor.institutionUniversity of St Andrews. School of Biologyen
dc.contributor.institutionUniversity of St Andrews. Institute of Behavioural and Neural Sciencesen
dc.contributor.institutionUniversity of St Andrews. St Andrews Bioinformatics Uniten
dc.identifier.doi10.1038/s43587-023-00462-6
dc.description.statusPeer revieweden
dc.identifier.grantnumberMR/T021985/1en


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