A catalogue of omics biological ageing clocks reveals substantial commonality and associations with disease risk.


Journal

Aging
ISSN: 1945-4589
Titre abrégé: Aging (Albany NY)
Pays: United States
ID NLM: 101508617

Informations de publication

Date de publication:
24 01 2022
Historique:
received: 19 03 2021
accepted: 20 12 2021
pubmed: 25 1 2022
medline: 14 4 2022
entrez: 24 1 2022
Statut: ppublish

Résumé

Biological age (BA), a measure of functional capacity and prognostic of health outcomes that discriminates between individuals of the same chronological age (chronAge), has been estimated using a variety of biomarkers. Previous comparative studies have mainly used epigenetic models (clocks), we use ~1000 participants to compare fifteen omics ageing clocks, with correlations of 0.21-0.97 with chronAge, even with substantial sub-setting of biomarkers. These clocks track common aspects of ageing with 95% of the variance in chronAge being shared among clocks. The difference between BA and chronAge - omics clock age acceleration (OCAA) - often associates with health measures. One year's OCAA typically has the same effect on risk factors/10-year disease incidence as 0.09/0.25 years of chronAge. Epigenetic and IgG glycomics clocks appeared to track generalised ageing while others capture specific risks. We conclude BA is measurable and prognostic and that future work should prioritise health outcomes over chronAge.

Identifiants

pubmed: 35073279
pii: 203847
doi: 10.18632/aging.203847
pmc: PMC8833109
doi:

Substances chimiques

Biomarkers 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

623-659

Subventions

Organisme : Chief Scientist Office
ID : CZB/4/710
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 104036/Z/14/Z
Pays : United Kingdom
Organisme : Chief Scientist Office
ID : CZD/16/6
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/R026408/1
Pays : United Kingdom
Organisme : Arthritis Research UK
Pays : United Kingdom
Organisme : Chief Scientist Office
ID : CZB/4/276
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_PC_U127592696
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00007/10
Pays : United Kingdom
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 216767/Z/19/Z
Pays : United Kingdom

Références

Elife. 2021 Feb 09;10:
pubmed: 33558008
Forensic Sci Int. 2019 Oct;303:109944
pubmed: 31546163
Aging (Albany NY). 2015 Dec;7(12):1198-211
pubmed: 26684672
Mol Cell Proteomics. 2011 Oct;10(10):M111.010090
pubmed: 21653738
Cell Res. 2015 May;25(5):574-87
pubmed: 25828530
Sci Adv. 2020 Feb 19;6(8):eaax0301
pubmed: 32128391
Proc Natl Acad Sci U S A. 2019 Feb 19;116(8):3251-3255
pubmed: 30718410
Neuroimage. 2010 Apr 15;50(3):883-92
pubmed: 20070949
BMC Genomics. 2020 Oct 27;21(1):747
pubmed: 33109080
Mol Psychiatry. 2018 May;23(5):1385-1392
pubmed: 28439103
J Infect Dis. 2015 Nov 15;212(10):1563-73
pubmed: 25969563
Int J Epidemiol. 2015 Aug;44(4):1137-47
pubmed: 24518929
Clin Epigenetics. 2020 Jul 31;12(1):115
pubmed: 32736664
Am J Epidemiol. 2018 Jun 1;187(6):1220-1230
pubmed: 29149257
J Stat Softw. 2010;33(1):1-22
pubmed: 20808728
Bioinformatics. 2014 May 15;30(10):1363-9
pubmed: 24478339
Cell. 2013 Jun 6;153(6):1194-217
pubmed: 23746838
Aging (Albany NY). 2017 Apr;9(4):1143-1152
pubmed: 28377537
Aging Cell. 2016 Feb;15(1):149-54
pubmed: 26594032
Nat Genet. 2017 Apr;49(4):568-578
pubmed: 28263315
Aging (Albany NY). 2018 Apr 18;10(4):573-591
pubmed: 29676998
Circ Genom Precis Med. 2020 Oct;13(5):541-547
pubmed: 33079603
Int J Epidemiol. 2013 Jun;42(3):689-700
pubmed: 22786799
Clin Epigenetics. 2016 Jun 03;8:64
pubmed: 27274774
Nat Med. 2019 Dec;25(12):1843-1850
pubmed: 31806903
Aging (Albany NY). 2016 Jul;8(7):1485-512
pubmed: 27479945
Int J Epidemiol. 2015 Aug;44(4):1388-96
pubmed: 25617346
Am J Hum Genet. 2008 Sep;83(3):359-72
pubmed: 18760389
Circ Res. 2018 May 25;122(11):1555-1564
pubmed: 29535164
Commun Stat Appl Methods. 2015 Nov;22(6):665-674
pubmed: 26688802
Clin Epigenetics. 2016 Feb 26;8:21
pubmed: 26925173
Sci Rep. 2015 Dec 01;5:17282
pubmed: 26619799
Mol Cell. 2013 Jan 24;49(2):359-367
pubmed: 23177740
Neuroimage. 2017 Dec;163:115-124
pubmed: 28765056
Nucleic Acids Res. 2014 Dec 1;42(21):
pubmed: 25294822
Nucleic Acids Res. 2011 Aug;39(15):e102
pubmed: 21646338
J Gerontol A Biol Sci Med Sci. 2020 Feb 14;75(3):504-511
pubmed: 31630156
Age (Dordr). 2014 Jun;36(3):9639
pubmed: 24659482
Elife. 2020 Feb 11;9:
pubmed: 32041686
Genome Biol. 2016 Aug 11;17(1):171
pubmed: 27511193
EBioMedicine. 2016 Feb 08;5:68-73
pubmed: 27077113
Commun Biol. 2019 Jan 30;2:41
pubmed: 30729179
Am J Hum Genet. 2011 Jan 7;88(1):76-82
pubmed: 21167468
Aging (Albany NY). 2015 May;7(5):334-9
pubmed: 25991677
Exp Gerontol. 1988;23(4-5):223-39
pubmed: 3058488
Nat Med. 2019 Mar;25(3):487-495
pubmed: 30842675
Bioinformatics. 2018 Dec 1;34(23):3983-3989
pubmed: 29931280
Biochim Biophys Acta Gen Subj. 2017 Sep;1861(9):2240-2249
pubmed: 28668296
Sci Rep. 2016 Jun 14;6:27710
pubmed: 27295977
Genome Biol. 2015 Jan 30;16:25
pubmed: 25633388
Aging (Albany NY). 2016 Sep 28;8(9):1844-1865
pubmed: 27690265
Aging (Albany NY). 2019 Jan 21;11(2):303-327
pubmed: 30669119
J Gerontol A Biol Sci Med Sci. 2021 Apr 30;76(5):741-749
pubmed: 33211845
Aging (Albany NY). 2015 Dec;7(12):1130-42
pubmed: 26655927
PLoS Med. 2015 Mar 31;12(3):e1001779
pubmed: 25826379
Aging Cell. 2020 Nov;19(11):e13256
pubmed: 33031577
Proc Natl Acad Sci U S A. 2016 Aug 16;113(33):9327-32
pubmed: 27457926
Genome Med. 2019 Aug 23;11(1):54
pubmed: 31443728
Nat Commun. 2019 Aug 20;10(1):3346
pubmed: 31431621
Aging (Albany NY). 2015 Dec;7(12):1159-70
pubmed: 26678252
Genome Biol. 2013;14(10):R115
pubmed: 24138928
PLoS One. 2019 Apr 19;14(4):e0207834
pubmed: 31002714
J Gerontol A Biol Sci Med Sci. 2014 Jul;69(7):779-89
pubmed: 24325898
BMJ Open Diabetes Res Care. 2020 Apr;8(1):
pubmed: 32349995
PLoS One. 2011;6(6):e14821
pubmed: 21731603

Auteurs

Erin Macdonald-Dunlop (E)

Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh EH8 9AG, UK.

Nele Taba (N)

Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu 51010, Estonia.
Institute of Molecular and Cell Biology, University of Tartu, Tartu 51010, Estonia.

Lucija Klarić (L)

MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK.

Azra Frkatović (A)

Genos Glycoscience Research Laboratory, Zagreb 10000, Croatia.

Rosie Walker (R)

Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh EH4 2XU, UK.

Caroline Hayward (C)

MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK.

Tõnu Esko (T)

Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu 51010, Estonia.
Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA.

Chris Haley (C)

MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK.

Krista Fischer (K)

Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu 51010, Estonia.
Institute of Mathematics and Statistics, University of Tartu, Tartu 51009, Estonia.

James F Wilson (JF)

Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh EH8 9AG, UK.
MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, UK.

Peter K Joshi (PK)

Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh EH8 9AG, UK.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH