Published Erratum
doi: 10.1038/s43587-023-00499-7.
Author Correction: Universal DNA methylation age across mammalian tissues
A T Lu #
1
2
, Z Fei #
3
4
, A Haghani
1
2
, T R Robeck
5
, J A Zoller
3
, C Z Li
3
, R Lowe
6
, Q Yan
2
, J Zhang
1
, H Vu
7
8
, J Ablaeva
9
, V A Acosta-Rodriguez
10
, D M Adams
11
, J Almunia
12
, A Aloysius
13
, R Ardehali
14
, A Arneson
7
8
, C S Baker
15
, G Banks
16
, K Belov
17
, N C Bennett
18
, P Black
19
, D T Blumstein
20
21
, E K Bors
15
, C E Breeze
22
, R T Brooke
23
, J L Brown
24
, G G Carter
25
, A Caulton
26
27
, J M Cavin
28
, L Chakrabarti
29
, I Chatzistamou
30
, H Chen
31
, K Cheng
32
, P Chiavellini
33
, O W Choi
34
, S M Clarke
26
, L N Cooper
35
, M L Cossette
36
, J Day
37
, J DeYoung
34
, S DiRocco
38
, C Dold
39
, E E Ehmke
40
, C K Emmons
41
, S Emmrich
42
, E Erbay
43
, C Erlacher-Reid
38
44
, C G Faulkes
45
, S H Ferguson
46
47
, C J Finno
48
, J E Flower
49
, J M Gaillard
50
, E Garde
51
, L Gerber
52
, V N Gladyshev
53
, V Gorbunova
42
, R G Goya
33
, M J Grant
54
, C B Green
10
, E N Hales
48
, M B Hanson
41
, D W Hart
18
, M Haulena
55
, K Herrick
56
, A N Hogan
57
, C J Hogg
17
, T A Hore
58
, T Huang
59
60
, J C Izpisua Belmonte
2
, A J Jasinska
34
, G Jones
61
, E Jourdain
62
, O Kashpur
63
, H Katcher
64
, E Katsumata
65
, V Kaza
66
, H Kiaris
66
67
, M S Kobor
68
, P Kordowitzki
69
70
, W R Koski
71
, M Krützen
72
, S B Kwon
7
8
, B Larison
73
74
, S G Lee
53
, M Lehmann
33
, J F Lemaitre
50
, A J Levine
75
, C Li
76
77
, X Li
78
, A R Lim
1
, D T S Lin
79
, D M Lindemann
38
, T J Little
80
, N Macoretta
42
, D Maddox
81
, C O Matkin
82
, J A Mattison
83
, M McClure
84
, J Mergl
85
, J J Meudt
86
, G A Montano
39
, K Mozhui
87
88
, J Munshi-South
89
, A Naderi
67
, M Nagy
90
, P Narayan
54
, P W Nathanielsz
76
77
, N B Nguyen
14
, C Niehrs
91
92
, J K O'Brien
37
, P O'Tierney Ginn
63
93
, D T Odom
94
95
, A G Ophir
96
, S Osborn
97
, E A Ostrander
57
, K M Parsons
41
, K C Paul
75
, M Pellegrini
98
, K J Peters
72
99
, A B Pedersen
100
, J L Petersen
101
, D W Pietersen
102
, G M Pinho
73
, J Plassais
57
, J R Poganik
53
, N A Prado
103
, P Reddy
2
104
, B Rey
50
, B R Ritz
105
106
107
, J Robbins
108
, M Rodriguez
109
, J Russell
56
, E Rydkina
42
, L L Sailer
96
, A B Salmon
110
, A Sanghavi
64
, K M Schachtschneider
111
112
113
, D Schmitt
114
, T Schmitt
56
, L Schomacher
91
, L B Schook
111
115
, K E Sears
73
98
, A W Seifert
13
, A Seluanov
42
, A B A Shafer
116
, D Shanmuganayagam
86
117
, A V Shindyapina
53
, M Simmons
40
, K Singh
118
, I Sinha
73
, J Slone
59
, R G Snell
54
, E Soltanmaohammadi
67
, M L Spangler
101
, M C Spriggs
19
, L Staggs
38
, N Stedman
19
, K J Steinman
119
, D T Stewart
120
, V J Sugrue
58
, B Szladovits
121
, J S Takahashi
10
122
, M Takasugi
42
, E C Teeling
123
, M J Thompson
98
, B Van Bonn
124
, S C Vernes
125
126
, D Villar
127
, H V Vinters
128
, M C Wallingford
63
129
, N Wang
130
131
, R K Wayne
73
, G S Wilkinson
11
, C K Williams
75
, R W Williams
88
, X W Yang
130
131
, M Yao
3
, B G Young
132
, B Zhang
53
, Z Zhang
42
, P Zhao
14
133
, Y Zhao
42
, W Zhou
134
135
, J Zimmermann
136
, J Ernst
7
8
, K Raj #
6
, S Horvath #
137
138
139
Affiliations
Affiliations
- 1 Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 2 Altos Labs, San Diego Institute of Science, San Diego, CA, USA.
- 3 Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA.
- 4 Department of Statistics, University of California, Riverside, Riverside, CA, USA.
- 5 Zoological SeaWorld Parks and Entertainment, Orlando, FL, USA.
- 6 Altos Labs, Cambridge Institute of Science, Cambridge, UK.
- 7 Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA.
- 8 Department of Biological Chemistry, University of California, Los Angeles, Los Angeles, CA, USA.
- 9 Department of Biology, University of Rochester, Rochester, NY, USA.
- 10 Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- 11 Department of Biology, University of Maryland, College Park, MD, USA.
- 12 Loro Parque Fundacion, Puerto de la Cruz, Spain.
- 13 Department of Biology, University of Kentucky, Lexington, KY, USA.
- 14 Division of Cardiology, Department of Internal Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 15 Marine Mammal Institute, Oregon State University, Newport, OR, USA.
- 16 School of Science and Technology, Clifton Campus, Nottingham Trent University, Nottingham, UK.
- 17 School of Life and Environmental Sciences, the University of Sydney, Sydney, New South Wales, Australia.
- 18 Department of Zoology and Entomology, University of Pretoria, Hatfield, South Africa.
- 19 Busch Gardens Tampa, Tampa, FL, USA.
- 20 Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, USA.
- 21 Rocky Mountain Biological Laboratory, Crested Butte, CO, USA.
- 22 Altius Institute for Biomedical Sciences, Seattle, WA, USA.
- 23 Epigenetic Clock Development Foundation, Los Angeles, CA, USA.
- 24 Center for Species Survival, Smithsonian Conservation Biology Institute, Front Royal, VA, USA.
- 25 Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, USA.
- 26 AgResearch, Invermay Agricultural Centre, Mosgiel, New Zealand.
- 27 Department of Biochemistry, University of Otago, Dunedin, New Zealand.
- 28 Gulf World, Dolphin Company, Panama City Beach, FL, USA.
- 29 School of Veterinary Medicine and Science, University of Nottingham, Nottingham, UK.
- 30 Department of Pathology, Microbiology and Immunology, School of Medicine, University of South Carolina, Columbia, SC, USA.
- 31 Department of Pharmacology, Addiction Science and Toxicology, the University of Tennessee Health Science Center, Memphis, TN, USA.
- 32 Medical Informatics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 33 Biochemistry Research Institute of La Plata, Histology and Pathology, School of Medicine, University of La Plata, La Plata, Argentina.
- 34 Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 35 Department of Anatomy and Neurobiology, Northeast Ohio Medical University, Rootstown, OH, USA.
- 36 Department of Environmental and Life Sciences, Trent University, Peterborough, Ontario, Canada.
- 37 Taronga Institute of Science and Learning, Taronga Conservation Society Australia, Mosman, New South Wales, Australia.
- 38 SeaWorld of Florida, Orlando, FL, USA.
- 39 Zoological Operations, SeaWorld Parks and Entertainment, Orlando, FL, USA.
- 40 Duke Lemur Center, Durham, NC, USA.
- 41 Conservation Biology Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, WA, USA.
- 42 Departments of Biology and Medicine, University of Rochester, Rochester, NY, USA.
- 43 Altos Labs, San Francisco, CA, USA.
- 44 SeaWorld Orlando, Orlando, FL, USA.
- 45 School of Biological and Behavioural Sciences, Queen Mary University of London, London, UK.
- 46 Fisheries and Oceans Canada, Freshwater Institute, Winnipeg, Manitoba, Canada.
- 47 Department of Biological Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.
- 48 Department of Population Health and Reproduction, University of California, Davis School of Veterinary Medicine, Davis, CA, USA.
- 49 Mystic Aquarium, Mystic, CT, USA.
- 50 Universite de Lyon, Universite Lyon 1, CNRS, Laboratoire de Biometrie et Biologie Evolutive, Villeurbanne, France.
- 51 Greenland Institute of Natural Resources, Nuuk, Greenland.
- 52 Evolution and Ecology Research Centre, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, New South Wales, Australia.
- 53 Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- 54 Applied Translational Genetics Group, School of Biological Sciences, Centre for Brain Research, the University of Auckland, Auckland, New Zealand.
- 55 Vancouver Aquarium, Vancouver, British Columbia, Canada.
- 56 SeaWorld of California, San Diego, CA, USA.
- 57 Cancer Genetics and Comparative Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA.
- 58 Department of Anatomy, University of Otago, Dunedin, New Zealand.
- 59 Division of Human Genetics, Department of Pediatrics, University at Buffalo, Buffalo, NY, USA.
- 60 Division of Genetics and Metabolism, Oishei Children's Hospital, Buffalo, NY, USA.
- 61 School of Biological Sciences, University of Bristol, Bristol, UK.
- 62 Norwegian Orca Survey, Andenes, Norway.
- 63 Mother Infant Research Institute, Tufts Medical Center, Boston, MA, USA.
- 64 Yuvan Research, Mountain View, CA, USA.
- 65 Kamogawa Sea World, Kamogawa, Japan.
- 66 Peromyscus Genetic Stock Center, University of South Carolina, Columbia, SC, USA.
- 67 Department of Drug Discovery and Biomedical Sciences, College of Pharmacy, University of South Carolina, Columbia, SC, USA.
- 68 Edwin S.H. Leong Healthy Aging Program, Centre for Molecular Medicine and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada.
- 69 Institute of Animal Reproduction and Food Research of the Polish Academy of Sciences, Olsztyn, Poland.
- 70 Institute for Veterinary Medicine, Nicolaus Copernicus University, Torun, Poland.
- 71 LGL Limited, King City, Ontario, Canada.
- 72 Evolutionary Genetics Group, Department of Evolutionary Anthropology, University of Zurich, Zurich, Switzerland.
- 73 Department of Ecology and Evolutionary Biology, UCLA, Los Angeles, CA, USA.
- 74 Center for Tropical Research, Institute for the Environment and Sustainability, UCLA, Los Angeles, CA, USA.
- 75 Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 76 Texas Pregnancy and Life-course Health Center, Southwest National Primate Research Center, San Antonio, TX, USA.
- 77 Department of Animal Science, College of Agriculture and Natural Resources, Laramie, WY, USA.
- 78 Technology Center for Genomics and Bioinformatics, Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 79 Centre for Molecular Medicine and Therapeutics, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.
- 80 Institute of Ecology and Evolution, School of Biological Sciences, University of Edinburgh, Edinburgh, UK.
- 81 White Oak Conservation, Yulee, FL, USA.
- 82 North Gulf Oceanic Society, Homer, AK, USA.
- 83 Translational Gerontology Branch, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA.
- 84 ABS Global, DeForest, WI, USA.
- 85 Marineland of Canada, Niagara Falls, Ontario, Canada.
- 86 Biomedical and Genomic Research Group, Department of Animal and Dairy Sciences, University of Wisconsin-Madison, Madison, WI, USA.
- 87 Department of Preventive Medicine, University of Tennessee Health Science Center, College of Medicine, Memphis, TN, USA.
- 88 Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, College of Medicine, Memphis, TN, USA.
- 89 Louis Calder Center-Biological Field Station, Department of Biological Sciences, Fordham University, Armonk, NY, USA.
- 90 Museum fur Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Berlin, Germany.
- 91 Institute of Molecular Biology, Mainz, Germany.
- 92 Division of Molecular Embryology, DKFZ-ZMBH Alliance, Heidelberg, Germany.
- 93 Department of Obstetrics and Gynecology, Tufts University School of Medicine, Boston, MA, USA.
- 94 Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
- 95 Division of Regulatory Genomics and Cancer Evolution, Deutsches Krebsforschungszentrum, Heidelberg, Germany.
- 96 Department of Psychology, Cornell University, Ithaca, NY, USA.
- 97 SeaWorld of Texas, San Antonio, TX, USA.
- 98 Department of Molecular Cell and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, USA.
- 99 School of Earth, Atmospheric and Life Sciences, University of Wollongong, Wollongong, Australia.
- 100 Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, UK.
- 101 Department of Animal Science, University of Nebraska, Lincoln, NE, USA.
- 102 Mammal Research Institute, Department of Zoology and Entomology, University of Pretoria, Hatfield, South Africa.
- 103 Department of Biology, College of Arts and Science, Adelphi University, Garden City, NY, USA.
- 104 Salk Institute for Biological Studies, La Jolla, CA, USA.
- 105 Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA.
- 106 Department of Environmental Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA, USA.
- 107 Department of Neurology, UCLA David Geffen School of Medicine, Los Angeles, CA, USA.
- 108 Center for Coastal Studies, Provincetown, MA, USA.
- 109 Miami Seaquarium, Miami, FL, USA.
- 110 The Sam and Ann Barshop Institute for Longevity and Aging Studies and Department of Molecular Medicine, UT Health San Antonio and the Geriatric Research Education and Clinical Center, South Texas Veterans Healthcare System, San Antonio, TX, USA.
- 111 Department of Radiology, University of Illinois at Chicago, Chicago, IL, USA.
- 112 Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, IL, USA.
- 113 National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
- 114 College of Agriculture, Missouri State University, Springfield, MO, USA.
- 115 Department of Animal Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA.
- 116 Department of Forensic Science, Environmental and Life Sciences, Trent University, Peterborough, Ontario, Canada.
- 117 Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
- 118 Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM'S NMIMS University, Mumbai, India.
- 119 Species Preservation Laboratory, SeaWorld San Diego, San Diego, CA, USA.
- 120 Biology Department, Acadia University, Wolfville, Nova Scotia, Canada.
- 121 Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, UK.
- 122 Howard Hughes Medical Institute, Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- 123 School of Biology and Environmental Science, University College Dublin, Dublin, Ireland.
- 124 John G. Shedd Aquarium, Chicago, IL, USA.
- 125 School of Biology, the University of St Andrews, Fife, UK.
- 126 Neurogenetics of Vocal Communication Group, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands.
- 127 Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK.
- 128 Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
- 129 Division of Obstetrics and Gynecology, Tufts University School of Medicine, Boston, MA, USA.
- 130 Center for Neurobehavioral Genetics, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA.
- 131 Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
- 132 Fisheries and Oceans Canada, Winnipeg, Manitoba, Canada.
- 133 Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA, USA.
- 134 Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- 135 Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- 136 Department of Mathematics and Technology, University of Applied Sciences Koblenz, Koblenz, Germany.
- 137 Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA. shorvath@mednet.ucla.edu.
- 138 Altos Labs, San Diego Institute of Science, San Diego, CA, USA. shorvath@mednet.ucla.edu.
- 139 Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA. shorvath@mednet.ucla.edu.
# Contributed equally.
- PMID: 37674040
- PMCID: PMC10645586
- DOI: 10.1038/s43587-023-00499-7
Item in Clipboard
Published Erratum
Author Correction: Universal DNA methylation age across mammalian tissues
A T Lu et al.
Nat Aging.
2023 Nov.
Display options
Format
doi: 10.1038/s43587-023-00499-7.
Authors
A T Lu #
1
2
, Z Fei #
3
4
, A Haghani
1
2
, T R Robeck
5
, J A Zoller
3
, C Z Li
3
, R Lowe
6
, Q Yan
2
, J Zhang
1
, H Vu
7
8
, J Ablaeva
9
, V A Acosta-Rodriguez
10
, D M Adams
11
, J Almunia
12
, A Aloysius
13
, R Ardehali
14
, A Arneson
7
8
, C S Baker
15
, G Banks
16
, K Belov
17
, N C Bennett
18
, P Black
19
, D T Blumstein
20
21
, E K Bors
15
, C E Breeze
22
, R T Brooke
23
, J L Brown
24
, G G Carter
25
, A Caulton
26
27
, J M Cavin
28
, L Chakrabarti
29
, I Chatzistamou
30
, H Chen
31
, K Cheng
32
, P Chiavellini
33
, O W Choi
34
, S M Clarke
26
, L N Cooper
35
, M L Cossette
36
, J Day
37
, J DeYoung
34
, S DiRocco
38
, C Dold
39
, E E Ehmke
40
, C K Emmons
41
, S Emmrich
42
, E Erbay
43
, C Erlacher-Reid
38
44
, C G Faulkes
45
, S H Ferguson
46
47
, C J Finno
48
, J E Flower
49
, J M Gaillard
50
, E Garde
51
, L Gerber
52
, V N Gladyshev
53
, V Gorbunova
42
, R G Goya
33
, M J Grant
54
, C B Green
10
, E N Hales
48
, M B Hanson
41
, D W Hart
18
, M Haulena
55
, K Herrick
56
, A N Hogan
57
, C J Hogg
17
, T A Hore
58
, T Huang
59
60
, J C Izpisua Belmonte
2
, A J Jasinska
34
, G Jones
61
, E Jourdain
62
, O Kashpur
63
, H Katcher
64
, E Katsumata
65
, V Kaza
66
, H Kiaris
66
67
, M S Kobor
68
, P Kordowitzki
69
70
, W R Koski
71
, M Krützen
72
, S B Kwon
7
8
, B Larison
73
74
, S G Lee
53
, M Lehmann
33
, J F Lemaitre
50
, A J Levine
75
, C Li
76
77
, X Li
78
, A R Lim
1
, D T S Lin
79
, D M Lindemann
38
, T J Little
80
, N Macoretta
42
, D Maddox
81
, C O Matkin
82
, J A Mattison
83
, M McClure
84
, J Mergl
85
, J J Meudt
86
, G A Montano
39
, K Mozhui
87
88
, J Munshi-South
89
, A Naderi
67
, M Nagy
90
, P Narayan
54
, P W Nathanielsz
76
77
, N B Nguyen
14
, C Niehrs
91
92
, J K O'Brien
37
, P O'Tierney Ginn
63
93
, D T Odom
94
95
, A G Ophir
96
, S Osborn
97
, E A Ostrander
57
, K M Parsons
41
, K C Paul
75
, M Pellegrini
98
, K J Peters
72
99
, A B Pedersen
100
, J L Petersen
101
, D W Pietersen
102
, G M Pinho
73
, J Plassais
57
, J R Poganik
53
, N A Prado
103
, P Reddy
2
104
, B Rey
50
, B R Ritz
105
106
107
, J Robbins
108
, M Rodriguez
109
, J Russell
56
, E Rydkina
42
, L L Sailer
96
, A B Salmon
110
, A Sanghavi
64
, K M Schachtschneider
111
112
113
, D Schmitt
114
, T Schmitt
56
, L Schomacher
91
, L B Schook
111
115
, K E Sears
73
98
, A W Seifert
13
, A Seluanov
42
, A B A Shafer
116
, D Shanmuganayagam
86
117
, A V Shindyapina
53
, M Simmons
40
, K Singh
118
, I Sinha
73
, J Slone
59
, R G Snell
54
, E Soltanmaohammadi
67
, M L Spangler
101
, M C Spriggs
19
, L Staggs
38
, N Stedman
19
, K J Steinman
119
, D T Stewart
120
, V J Sugrue
58
, B Szladovits
121
, J S Takahashi
10
122
, M Takasugi
42
, E C Teeling
123
, M J Thompson
98
, B Van Bonn
124
, S C Vernes
125
126
, D Villar
127
, H V Vinters
128
, M C Wallingford
63
129
, N Wang
130
131
, R K Wayne
73
, G S Wilkinson
11
, C K Williams
75
, R W Williams
88
, X W Yang
130
131
, M Yao
3
, B G Young
132
, B Zhang
53
, Z Zhang
42
, P Zhao
14
133
, Y Zhao
42
, W Zhou
134
135
, J Zimmermann
136
, J Ernst
7
8
, K Raj #
6
, S Horvath #
137
138
139
Affiliations
- 1 Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 2 Altos Labs, San Diego Institute of Science, San Diego, CA, USA.
- 3 Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA.
- 4 Department of Statistics, University of California, Riverside, Riverside, CA, USA.
- 5 Zoological SeaWorld Parks and Entertainment, Orlando, FL, USA.
- 6 Altos Labs, Cambridge Institute of Science, Cambridge, UK.
- 7 Bioinformatics Interdepartmental Program, University of California, Los Angeles, CA, USA.
- 8 Department of Biological Chemistry, University of California, Los Angeles, Los Angeles, CA, USA.
- 9 Department of Biology, University of Rochester, Rochester, NY, USA.
- 10 Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- 11 Department of Biology, University of Maryland, College Park, MD, USA.
- 12 Loro Parque Fundacion, Puerto de la Cruz, Spain.
- 13 Department of Biology, University of Kentucky, Lexington, KY, USA.
- 14 Division of Cardiology, Department of Internal Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 15 Marine Mammal Institute, Oregon State University, Newport, OR, USA.
- 16 School of Science and Technology, Clifton Campus, Nottingham Trent University, Nottingham, UK.
- 17 School of Life and Environmental Sciences, the University of Sydney, Sydney, New South Wales, Australia.
- 18 Department of Zoology and Entomology, University of Pretoria, Hatfield, South Africa.
- 19 Busch Gardens Tampa, Tampa, FL, USA.
- 20 Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, USA.
- 21 Rocky Mountain Biological Laboratory, Crested Butte, CO, USA.
- 22 Altius Institute for Biomedical Sciences, Seattle, WA, USA.
- 23 Epigenetic Clock Development Foundation, Los Angeles, CA, USA.
- 24 Center for Species Survival, Smithsonian Conservation Biology Institute, Front Royal, VA, USA.
- 25 Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, USA.
- 26 AgResearch, Invermay Agricultural Centre, Mosgiel, New Zealand.
- 27 Department of Biochemistry, University of Otago, Dunedin, New Zealand.
- 28 Gulf World, Dolphin Company, Panama City Beach, FL, USA.
- 29 School of Veterinary Medicine and Science, University of Nottingham, Nottingham, UK.
- 30 Department of Pathology, Microbiology and Immunology, School of Medicine, University of South Carolina, Columbia, SC, USA.
- 31 Department of Pharmacology, Addiction Science and Toxicology, the University of Tennessee Health Science Center, Memphis, TN, USA.
- 32 Medical Informatics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 33 Biochemistry Research Institute of La Plata, Histology and Pathology, School of Medicine, University of La Plata, La Plata, Argentina.
- 34 Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 35 Department of Anatomy and Neurobiology, Northeast Ohio Medical University, Rootstown, OH, USA.
- 36 Department of Environmental and Life Sciences, Trent University, Peterborough, Ontario, Canada.
- 37 Taronga Institute of Science and Learning, Taronga Conservation Society Australia, Mosman, New South Wales, Australia.
- 38 SeaWorld of Florida, Orlando, FL, USA.
- 39 Zoological Operations, SeaWorld Parks and Entertainment, Orlando, FL, USA.
- 40 Duke Lemur Center, Durham, NC, USA.
- 41 Conservation Biology Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, WA, USA.
- 42 Departments of Biology and Medicine, University of Rochester, Rochester, NY, USA.
- 43 Altos Labs, San Francisco, CA, USA.
- 44 SeaWorld Orlando, Orlando, FL, USA.
- 45 School of Biological and Behavioural Sciences, Queen Mary University of London, London, UK.
- 46 Fisheries and Oceans Canada, Freshwater Institute, Winnipeg, Manitoba, Canada.
- 47 Department of Biological Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.
- 48 Department of Population Health and Reproduction, University of California, Davis School of Veterinary Medicine, Davis, CA, USA.
- 49 Mystic Aquarium, Mystic, CT, USA.
- 50 Universite de Lyon, Universite Lyon 1, CNRS, Laboratoire de Biometrie et Biologie Evolutive, Villeurbanne, France.
- 51 Greenland Institute of Natural Resources, Nuuk, Greenland.
- 52 Evolution and Ecology Research Centre, School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, New South Wales, Australia.
- 53 Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- 54 Applied Translational Genetics Group, School of Biological Sciences, Centre for Brain Research, the University of Auckland, Auckland, New Zealand.
- 55 Vancouver Aquarium, Vancouver, British Columbia, Canada.
- 56 SeaWorld of California, San Diego, CA, USA.
- 57 Cancer Genetics and Comparative Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA.
- 58 Department of Anatomy, University of Otago, Dunedin, New Zealand.
- 59 Division of Human Genetics, Department of Pediatrics, University at Buffalo, Buffalo, NY, USA.
- 60 Division of Genetics and Metabolism, Oishei Children's Hospital, Buffalo, NY, USA.
- 61 School of Biological Sciences, University of Bristol, Bristol, UK.
- 62 Norwegian Orca Survey, Andenes, Norway.
- 63 Mother Infant Research Institute, Tufts Medical Center, Boston, MA, USA.
- 64 Yuvan Research, Mountain View, CA, USA.
- 65 Kamogawa Sea World, Kamogawa, Japan.
- 66 Peromyscus Genetic Stock Center, University of South Carolina, Columbia, SC, USA.
- 67 Department of Drug Discovery and Biomedical Sciences, College of Pharmacy, University of South Carolina, Columbia, SC, USA.
- 68 Edwin S.H. Leong Healthy Aging Program, Centre for Molecular Medicine and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada.
- 69 Institute of Animal Reproduction and Food Research of the Polish Academy of Sciences, Olsztyn, Poland.
- 70 Institute for Veterinary Medicine, Nicolaus Copernicus University, Torun, Poland.
- 71 LGL Limited, King City, Ontario, Canada.
- 72 Evolutionary Genetics Group, Department of Evolutionary Anthropology, University of Zurich, Zurich, Switzerland.
- 73 Department of Ecology and Evolutionary Biology, UCLA, Los Angeles, CA, USA.
- 74 Center for Tropical Research, Institute for the Environment and Sustainability, UCLA, Los Angeles, CA, USA.
- 75 Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 76 Texas Pregnancy and Life-course Health Center, Southwest National Primate Research Center, San Antonio, TX, USA.
- 77 Department of Animal Science, College of Agriculture and Natural Resources, Laramie, WY, USA.
- 78 Technology Center for Genomics and Bioinformatics, Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- 79 Centre for Molecular Medicine and Therapeutics, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.
- 80 Institute of Ecology and Evolution, School of Biological Sciences, University of Edinburgh, Edinburgh, UK.
- 81 White Oak Conservation, Yulee, FL, USA.
- 82 North Gulf Oceanic Society, Homer, AK, USA.
- 83 Translational Gerontology Branch, National Institute on Aging Intramural Research Program, National Institutes of Health, Baltimore, MD, USA.
- 84 ABS Global, DeForest, WI, USA.
- 85 Marineland of Canada, Niagara Falls, Ontario, Canada.
- 86 Biomedical and Genomic Research Group, Department of Animal and Dairy Sciences, University of Wisconsin-Madison, Madison, WI, USA.
- 87 Department of Preventive Medicine, University of Tennessee Health Science Center, College of Medicine, Memphis, TN, USA.
- 88 Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, College of Medicine, Memphis, TN, USA.
- 89 Louis Calder Center-Biological Field Station, Department of Biological Sciences, Fordham University, Armonk, NY, USA.
- 90 Museum fur Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Berlin, Germany.
- 91 Institute of Molecular Biology, Mainz, Germany.
- 92 Division of Molecular Embryology, DKFZ-ZMBH Alliance, Heidelberg, Germany.
- 93 Department of Obstetrics and Gynecology, Tufts University School of Medicine, Boston, MA, USA.
- 94 Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
- 95 Division of Regulatory Genomics and Cancer Evolution, Deutsches Krebsforschungszentrum, Heidelberg, Germany.
- 96 Department of Psychology, Cornell University, Ithaca, NY, USA.
- 97 SeaWorld of Texas, San Antonio, TX, USA.
- 98 Department of Molecular Cell and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, USA.
- 99 School of Earth, Atmospheric and Life Sciences, University of Wollongong, Wollongong, Australia.
- 100 Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, UK.
- 101 Department of Animal Science, University of Nebraska, Lincoln, NE, USA.
- 102 Mammal Research Institute, Department of Zoology and Entomology, University of Pretoria, Hatfield, South Africa.
- 103 Department of Biology, College of Arts and Science, Adelphi University, Garden City, NY, USA.
- 104 Salk Institute for Biological Studies, La Jolla, CA, USA.
- 105 Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA.
- 106 Department of Environmental Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA, USA.
- 107 Department of Neurology, UCLA David Geffen School of Medicine, Los Angeles, CA, USA.
- 108 Center for Coastal Studies, Provincetown, MA, USA.
- 109 Miami Seaquarium, Miami, FL, USA.
- 110 The Sam and Ann Barshop Institute for Longevity and Aging Studies and Department of Molecular Medicine, UT Health San Antonio and the Geriatric Research Education and Clinical Center, South Texas Veterans Healthcare System, San Antonio, TX, USA.
- 111 Department of Radiology, University of Illinois at Chicago, Chicago, IL, USA.
- 112 Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, IL, USA.
- 113 National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
- 114 College of Agriculture, Missouri State University, Springfield, MO, USA.
- 115 Department of Animal Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA.
- 116 Department of Forensic Science, Environmental and Life Sciences, Trent University, Peterborough, Ontario, Canada.
- 117 Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
- 118 Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM'S NMIMS University, Mumbai, India.
- 119 Species Preservation Laboratory, SeaWorld San Diego, San Diego, CA, USA.
- 120 Biology Department, Acadia University, Wolfville, Nova Scotia, Canada.
- 121 Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, UK.
- 122 Howard Hughes Medical Institute, Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- 123 School of Biology and Environmental Science, University College Dublin, Dublin, Ireland.
- 124 John G. Shedd Aquarium, Chicago, IL, USA.
- 125 School of Biology, the University of St Andrews, Fife, UK.
- 126 Neurogenetics of Vocal Communication Group, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands.
- 127 Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK.
- 128 Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
- 129 Division of Obstetrics and Gynecology, Tufts University School of Medicine, Boston, MA, USA.
- 130 Center for Neurobehavioral Genetics, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA.
- 131 Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
- 132 Fisheries and Oceans Canada, Winnipeg, Manitoba, Canada.
- 133 Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA, USA.
- 134 Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- 135 Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- 136 Department of Mathematics and Technology, University of Applied Sciences Koblenz, Koblenz, Germany.
- 137 Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA. shorvath@mednet.ucla.edu.
- 138 Altos Labs, San Diego Institute of Science, San Diego, CA, USA. shorvath@mednet.ucla.edu.
- 139 Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA. shorvath@mednet.ucla.edu.
# Contributed equally.
- PMID: 37674040
- PMCID: PMC10645586
- DOI: 10.1038/s43587-023-00499-7
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Universal DNA methylation age across mammalian tissues.Lu AT, Fei Z, Haghani A, Robeck TR, Zoller JA, Li CZ, Lowe R, Yan Q, Zhang J, Vu H, Ablaeva J, Acosta-Rodriguez VA, Adams DM, Almunia J, Aloysius A, Ardehali R, Arneson A, Baker CS, Banks G, Belov K, Bennett NC, Black P, Blumstein DT, Bors EK, Breeze CE, Brooke RT, Brown JL, Carter GG, Caulton A, Cavin JM, Chakrabarti L, Chatzistamou I, Chen H, Cheng K, Chiavellini P, Choi OW, Clarke SM, Cooper LN, Cossette ML, Day J, DeYoung J, DiRocco S, Dold C, Ehmke EE, Emmons CK, Emmrich S, Erbay E, Erlacher-Reid C, Faulkes CG, Ferguson SH, Finno CJ, Flower JE, Gaillard JM, Garde E, Gerber L, Gladyshev VN, Gorbunova V, Goya RG, Grant MJ, Green CB, Hales EN, Hanson MB, Hart DW, Haulena M, Herrick K, Hogan AN, Hogg CJ, Hore TA, Huang T, Izpisua Belmonte JC, Jasinska AJ, Jones G, Jourdain E, Kashpur O, Katcher H, Katsumata E, Kaza V, Kiaris H, Kobor MS, Kordowitzki P, Koski WR, Krützen M, Kwon SB, Larison B, Lee SG, Lehmann M, Lemaitre JF, Levine AJ, Li C, Li X, Lim AR, Lin DTS, Lindemann DM, Little TJ, Macoretta N, Maddox D, Matkin CO, Mattison JA, McClure M, Mergl J, Meudt JJ, Montano GA, Mozhui K, Munshi-South J, Naderi A, Nagy M, Narayan P, Nathanielsz PW, Nguyen NB, Niehrs C, O'Brien JK, O'… See abstract for full author list ➔ Lu AT, et al. Nat Aging. 2023 Sep;3(9):1144-1166. doi: 10.1038/s43587-023-00462-6. Epub 2023 Aug 10. Nat Aging. 2023. PMID: 37563227 Free PMC article.
