Aging is a major risk factor for individuals’ health problems. Moreover, environmental signals have a widespread influence on the aging process. Epigenetic modification, e.g. DNA methylation, represents a link between genetic and environmental signals via the regulation of gene transcription. An abundance of literature indicates that aberrant epigenetic change occurs throughout the aging process at both the cellular and the organismal level. In particular, DNA methylation presents globally decreasing and site-specific increasing in aging. In this review, we focus on the crucial roles of DNA methylation in aging and age-related disease and highlight the great potential of DNA methylation as a therapeutic target in preventing age-related diseases and promoting healthy longevity.

Introduction

Aging is a natural phenomenon characterized by organ dysfunction and increased risk of age-related diseases, such as cardiovascular disease, neurodegenerative disease and cancer [1, 2]. It is predicted that by 2050, the number of people aged 65 years and older will reach about 15 billion, representing approximately 16% of the global population [3]. Consequently, understanding the cause and mechanisms of aging is imperative in assisting to suppress age-related diseases and promote healthy longevity. It is well-known that aging is influenced by a combination of genetic and environmental factors. Previous twin studies have shown that the genetic contribution to general human longevity is about 20–30% [4, 5], whereas environmental factors in human aging and longevity still account for the largest effect.

Epigenetic factors influence the regulation of gene expression without altering the DNA sequence and act as the bridge that links the intrinsic and extrinsic signals [6]. The most common epigenetic modifications include DNA methylation, histone modification and RNA-based mechanisms [7]. In particular, DNA methylation is one of the best-studied epigenetic modifications in recent decades, and plays a crucial role in many biological processes, such as development, differentiation, genomic imprinting and X chromosome inactivation (XCI) [8, 9]. With the accumulation of findings, the biological importance of DNA methylation attracts more and more attention. For example, several studies suggest that DNA methylation participates in the process involving the formation and stabilization of memories [10, 11]. A recent study demonstrated that demethylation by silencing DNA methyltransferase enzymes (DNMTs) affects cell survival [12]. More interestingly, growing evidence is revealing that variations in DNA methylation caused by environmental stimuli can be transmitted from parents to offspring [13].

Intriguingly, abundant evidence has demonstrated that DNA methylation has a close association with aging, age-related diseases and longevity [14, 15]. In this review, we summarize the general DNA methylation change pattern in the aging process, and highlight the crucial roles of aberrant DNA methylation in the pathogenic process of age-related diseases. More importantly, accumulated studies suggest that age-dependent DNA methylation changes could be inversed by certain interventions, such as dietary control and chemicals [16–18], presenting the great potential of DNA methylation as a therapeutic target in preventing age-related diseases and promoting healthy aging.

Function of DNA methylation in regulating gene transcription

DNA methylation involves the addition of a methyl group to DNA nucleotides, which was first described by Hotchkiss et al. in 1948 [19]. In mammals, most of the methyl groups were added to the 5′ cytosine of CpG dinucleotides. Moreover, 60–90% of the CpGs across the genome were methylated. The unmethylated CpGs located on CpG-rich genomic sequences, termed CpG islands, are considered to be a marker of genes and to be functional in the regulation of transcription [20–22]. In humans, approximately 50% of the genes are associated with CpG islands in their promoter regions [23]. The methyl transfer reaction mainly involves three DNMTs, including DNMT1, DNMT3A and DNMT3B. The methyltransferase enzymes use S-adenosylmethionine as the methyl donor [24]. DNMT1 acts primarily in maintaining the genome methylation pattern during cell replication by methylating the hemimethylated CpG sites on one strand of double-stranded DNA, whereas DNMT3A and DNMT3B play roles in the de novo methylation of previously unmethylated DNA [25, 26]. However, recent studies show that DNMT1 also plays important roles in the process of de novo methylation, whereas DNMT3A and DNMT3B are also involved in maintaining the methylation pattern [27].

In general, DNA methylation participates in regulating gene transcription by influencing the binding of transcription factors or changing the status of chromatin [28]. Early studies mainly focused on the function of DNA methylation in promoter regions and revealed a negative relationship between methylation and gene expression. However, accumulated evidence shows that the functional consequences of DNA methylation in promoter regions depend closely on the CpG content [29, 30]. Besides, several studies have shown that the methylation in the gene body region was correlated with enhanced gene transcription [31–33]. Additionally, there is sound evidence for the complex relationship between DNA methylation and gene expression. For example, the expression of the Igf2r gene is repressed by the methylation of the CpG island in its second intron [34]. Furthermore, hypermethylation of the hTERT promoter is reported to be positively correlated with its expression in some tumor cells and normal human tissues [35].

Changes in DNA methylation throughout the aging process

In recent years, a large number of studies have revealed the close link between DNA methylation and the aging process. Previous studies revealed that a globally decreased methylation occurs as individuals age. At the cellular level, Wilson and Jones [36] found that the 5mC content of the genome was decreased markedly in cultured normal diploid fibroblasts from mice, hamsters and humans. This observation was also verified in other cells types, including lymphocytes [37] and T cells [38]. At the organismal level, Singhal et al. [39] revealed that the total DNA methylation level decreased with age in mice, and furthermore, that the rate of demethylation was inversely associated with life span. Moreover, it has been shown that the 5mC content in DNA decreases in the brain, heart and spleen, but does not change in the liver or lungs [40]. Similarly, decreased genome methylation is also observed in the blood of humans [41, 42]. Locus-specific hypermethylation has also been observed in the aging process [43, 44]. In addition, research has shown that the global loss of methylation generally occurs on repetitive genomic sequences [41], whereas the aging-associated DNA hypermethylation occurs preferentially at CpG islands and bivalent chromatin domain promoters [43, 45].

Emerging studies suggest that the change in DNA methylation of some specific CpG sites presents good linear regression with age and can be used to predict the age of individuals, offering great potential value to forensic science owing to widely available materials, such as saliva and blood [46–49]. For instance, one study identified three CpG sites with age-related DNA methylation in saliva and used just two of them to predict the age of an individual with a mean accuracy of 5.2 years [47]. Another study identified three CpG sites that can track the aging of blood with a mean absolute deviation of less than 5 years [50]. Recently, yet another study identified two CpG sites in the ELOVL2 gene that can be used to predict age with a prediction error of 6.85 years using a linear regression model, and showed that the DNA methylation status remained stable even when the blood was stored at room temperature for 4 weeks [51]. Furthermore, a new study demonstrated that the support vector regression model might be more robust than other statistical models, including multivariate linear/nonlinear regression and back propagation neural network in predicting age by using DNA methylation as a marker, and the average predictive accuracy was estimated to be 4.7 years when using six identified CpG loci with this model [52].

Relationship between DNA methylation and age-related diseases

The aging-dependent DNA methylation changes are closely associated with age-related traits and diseases (Figure 1A). The most striking evidence comes from the study of monozygotic twins, who share the same genotype while exhibiting many phenotypic differences [53–55]. Epigenetic differences caused by a diverse living environment are considered to be one explanation for this phenomenon. Using a simple method known as amplification of intermethylated sites, it has been shown that the methylation differences between monozygotic twins increase with age [53]. A recent longitudinal Danish twin study also revealed that DNA methylation in aging has a relationship with mortality [55]. Significantly decreased global methylation has also been reported to be associated with increased frailty [56]. The hypomethylation of Alu and LINE1 in the aging process was observed to be linked to rapid lung function decline in elderly individuals [57]. In addition, studies indicate that the age-related methylation change might be one potential cause of impaired T-cell function [58]. Moreover, research has identified several CpG sites with an association between age-related methylation changes and aging-related phenotypes, such as cg03001305 in STAT5A with levels of serum low-density cholesterol, cg16463460 in WT1 with lung function and cg09259772 and cg13870866 in ARL4A and TBX20 with maternal longevity, respectively [59].
Aberrant changes in age-related DNA methylation in the aging process. (A) DNA methylation level decreases in the aging process and is associated with age-related disease occurrence. (B) In the aging process, internal or external interventions could modify the methylation status, which may reduce the prevalence of age-related diseases and promote longevity. (A colour version of this figure is available online at: https://academic.oup.com/bfg)
Figure 1.

Aberrant changes in age-related DNA methylation in the aging process. (A) DNA methylation level decreases in the aging process and is associated with age-related disease occurrence. (B) In the aging process, internal or external interventions could modify the methylation status, which may reduce the prevalence of age-related diseases and promote longevity. (A colour version of this figure is available online at: https://academic.oup.com/bfg)

Other considerations involve the crucial roles of abnormal DNA methylation in the occurrence of age-related diseases. For type-2 diabetes mellitus (T2DM), a study found a CpG site in the first intron of fat mass and obesity-associated gene with a lower methylation level in the peripheral blood of patients [60]. Insulin gene promoter is also hypermethylated in pancreatic islets from patients with type-2 diabetes compared with controls, which is negatively associated with insulin mRNA expression [61]. In addition, by analyzing the methylation profiles of freshly isolated islets from 5 diabetic and 11 nondiabetic Caucasian donors, 276 CpGs with significantly differential methylation levels were identified in diabetic islets that related to genes involved in beta-cell survival and function [62]. For Alzheimer’s disease, a globally decreased methylation level was observed in the hippocampus of diseased patients [63]. Increased expression of the APP gene contributes to the occurrence of Alzheimer’s disease, and it has been shown that there is a lower methylation level on the promoter region of APP in Alzheimer’s disease patients [64]. Sanchez-Mut et al. [65] revealed that neurodegenerative diseases, including Alzheimer’s disease, dementia and Parkinson’s disease, present a similar pattern of aberrant changes in DNA methylation. For cardiovascular disease, it has been shown that subjects with ischemic heart disease and stroke exhibit lower LINE-1 methylation [66]. Furthermore, the association between age-dependent changes in DNA methylation and cancer development is well-characterized. In 1994, the 5′ CpG island of the estrogen receptor gene was found to be hypermethylated in both aged colon tissue and colon tumor, which first linked the age-associated change in DNA methylation with the occurrence of tumor [67]. Moreover, it has been shown that the promoter methylation levels of RARβ2, RASSF1A, GSTP1, NKX2-5 and ESR1 are increased with age in normal prostate tissue, and, meanwhile, hypermethylated in prostate cancer tissue [68]. Similarly, 24 CpGs with age-related hypermethylation in normal breast tissue have been identified, also showing hypermethylation in breast tumor tissues [69]. These findings suggest the importance of DNA methylation in the occurrence of age-related diseases.

Potential therapeutic strategy of DNA methylation in preventing age-related diseases and promoting longevity

An abundance of evidence indicates that reversal of aberrant DNA methylation could be an effective strategy to suppress disease and promote longevity (Figure 1B). Calorie restriction (CR) is a well-proven and effective intervention strategy to prevent/delay age-related diseases and extend life span [70–73]. Recent studies suggest that changing aberrant methylation status is one underlying mechanism involved in CR response. For example, it has been shown that glucose restriction could increase promoter methylation level of p16INK4α (a tumor suppressor and aging-related gene) in normal WI-38 cells that blocks the binding of an active transcription factor (E2F-1) and further suppresses the expression of p16INK4α [73]. In addition, studies show that CR has the ability to attenuate the age-associated change in expression of Dnmt3a in mouse hippocampus, which may delay the age-related decrease in brain function [16]. Similarly, a diet rich in vitamins and antioxidants can increase the promoter methylation of DNA mismatch repair gene MLH1 in T2DM subjects [17].

Other obvious evidence coming from cancer therapy involves DNA methylation. It is well-known that silencing the expression of tumor suppressor genes induced by age-dependent hypermethylation of their promoter regions is regarded as one cause of tumorigenesis. Previous studies have indicated that suppression of DNA hypermethylation though inhibition of DMNTs is one potential anti-cancer strategy [18]. Currently, two pyrimidine analogs, including 5-azacytidine (5-Aza-CR) and 5-aza-2’-deoxycytidine (5-Aza-CdR), are the best-studied DNA methylation inhibitors. Both chemicals can be incorporated into DNA and inhibit the binding of DNMTs to methylated DNA [74]. In addition, 5-Aza-CdR can promote the degradation of DMNT1 through a proteasomal pathway [75]. Taken together, all of the above researches indicate that DNA methylation holds great potential as a therapeutic target in disease treatment and life span extension.

More interestingly, a recent study compared the genome DNA methylation profiles between centenarians, their offspring and controls born from both long-lived and non-long-lived parents. It was revealed that the offspring of long-lived subjects possess a better preservation of DNA methylation status, as well as a higher methylation level of genes involved in DNA/RNA synthesis, metabolism and cellular signaling [76]. Another study showed that the rate of age-related DNA methylation in semi-supercentenarians and their offspring was slower than their age-matched controls [77]. A previous study of Gentilini et al. revealed that age-related XCI skewing, which is linked with late-onset X-linked disorders, was significantly less severe and frequent in centenarians’ offspring compared with controls with both long-lived and non-long-lived parents [78], and recently, they revealed a correlation between XCI skewing and increased stochastic epigenetic mutations (DNA methylation) in females [79]. All these observations indicate the potential roles DNA methylation in determining human healthy aging and longevity. In addition, our previous study also found that the centenarians exhibited different methylation status preferentially on genes involved in age-related diseases, suggesting the great potential to suppress the occurrence of age-related diseases via DNA methylation [80]. Furthermore, a recent study revealed that the methylation level in some sites in nonagenarians presented good linear regression with the life span of their father, suggesting the potential role of DNA methylation in the heritability of human life span [81]. However, all these studies lack corresponding transcriptome data and functional assays. Much more future work should be done to verify the function of DNA methylation in human longevity.

Conclusion and future prospects

The changes in DNA methylation across a life span is a hallmark of aging. There is considerable research indicating that the abnormal age-dependent changes in DNA methylation are a potential cause for organ function decline and the occurrence of age-related diseases (Figure 1A). In addition, there is evidence to show that aberrant DNA methylation is caused by various external risk factors throughout life, such as smoking [82].

It is well-known that DNA methylation is a reversible epigenetic modification. Currently, emerging evidence suggests that certain interventions (e.g. CR, dietary supplementation and chemical drugs) can prevent age-related diseases and promote longevity, at least in part, through reversing the aberrant age-associated changes in DNA methylation, suggesting the great potential of DNA methylation in therapeutic strategies against age-related diseases (Figure 1B).

However, to further understand the roles of DNA methylation in human aging or longevity, much more future efforts should be taken in exploring (1) the functional CpG sites with aberrant DNA methylation changes in aging and their corresponding roles in the occurrence of age-related diseases; (2) the risk factors, such as smoking, that contribute to aberrant age-associated DNA methylation changes; and (3) strategies to modify DNA methylation status at target-specific levels.

Finally, it is worth stressing that epigenetic and genetic factors are interactive in regulating biological processes including aging and age-related diseases. Modulation of risk factors (genetic and epigenetic) related to aging and age-related disease is one effective strategy in improving human health and promoting longevity. In particular, the emergence of the CRISPR/Cas9 system in recent years, a RNA-guided genome editing technology, has led to a revolution in genetic engineering, which presents tremendous application value in disease therapy [83–86]. Moreover, emerging studies have revealed that this technology can also achieve epigenetic editing. For example, Hilton et al. [87] generated a new CRISPR/Cas9 system that could regulate the expression of target genes via catalyzing acetylation of histone H3 lysine 27 at their promoter or enhancer regions. Taken together, the improvement of the CRISPR system and invention of other new technologies will have great practical value in the future.

Key Points

  • DNA methylation plays crucial roles in regulating gene transcription.

  • A globally decreased and site-specific increased DNA methylation occurs in aging.

  • The age-associated change in DNA methylation is one cause for the increased risk of age-related diseases.

  • Reversal of aberrant DNA methylation may be one potential strategy to suppress disease and promote longevity.

Fu-Hui Xiao is a PhD candidate at the Kunming Institute of Zoology, Chinese Academy of Sciences. His main research work is to explore the underlying mechanisms of human longevity.

Qing-Peng Kong is a professor at the Kunming Institute of Zoology, Chinese Academy of Sciences. His main research work involves longevity, cancer and molecular anthropology.

Benjamin Perry is a research scientist at OmniActive Health Technologies (Canada) Ltd. His main area of interest is in the development of natural products for human health and wellness.

Yong-Han He is an associate professor at the Kunming Institute of Zoology, Chinese Academy of Sciences. He is interested in studying protective factors for healthy aging based on centenarians.

Acknowledgements

The authors apologize to colleagues whose work could not be highlighted because of space limitations.

Funding

This work was supported by grants from National Basic Research Program of China (2013CB530802 to Y.H.H., 2012CB518205 to Q.P.K., 81272309 to Q.P.K.); Yunnan Applied Basic Research Project (2013FB069 to Y.H.H.); and Natural Science Foundation of China (81500670 to Y.H.H.).

References

1

Karavidas
A
Lazaros
G
Tsiachris
D
, et al. .
Aging and the cardiovascular system
.
Hellenic J Cardiol
2010
;
51
:
421
7
.

2

Troen
BR.
The biology of aging
.
Mt Sinai J Med
2003
;
70
:
3
22
.

3

World Health Organization
.
Global Health and Ageing
.
World Health Organization
,
2011
. http://www.who.int/ageing/publications/global_health/en/.

4

Herskind
AM
McGue
M
Holm
NV
, et al. .
The heritability of human longevity: a population-based study of 2872 Danish twin pairs born 1870–1900
.
Hum Genet
1996
;
97
:
319
23
.

5

McGue
M
Vaupel
JW
Holm
N
, et al. .
Longevity is moderately heritable in a sample of Danish twins born 1870–1880
.
J Gerontol
1993
;
48
:
B237
44
.

6

Jaenisch
R
Bird
A.
Epigenetic regulation of gene expression: how the genome integrates intrinsic and environmental signals
.
Nat Genet
2003
;
33
:
245
54
.

7

Yan
MS-C
Matouk
CC
Marsden
PA.
Epigenetics of the vascular endothelium
.
J Appl Physiol
2010
;
109
:
916
26
.

8

Brandeis
M
Ariel
M
Cedar
H.
Dynamics of DNA methylation during development
.
BioEssays
1993
;
15
:
709
13
.

9

Riggs
AD.
X inactivation, differentiation, and DNA methylation
.
Cytogenet Genome Res
1975
;
14
:
9
25
.

10

Meadows
JP
Guzman-Karlsson
MC
Phillips
S
, et al. .
DNA methylation regulates neuronal glutamatergic synaptic scaling
.
Sci Signal
2015
;
8
:
ra61
.

11

Miller
CA
Gavin
CF
White
JA
, et al. .
Cortical DNA methylation maintains remote memory
.
Nat Neurosci
2010
;
13
:
664
6
.

12

De Carvalho
DD
Sharma
S
You
JS
, et al. .
DNA methylation screening identifies driver epigenetic events of cancer cell survival
.
Cancer Cell
2012
;
21
:
655
67
.

13

Jablonka
E
Lamb
MJ.
The inheritance of acquired epigenetic variations
.
Int J Epidemiol
2015
;
44
:
1094
103
.

14

Calvanese
V
Lara
E
Kahn
A
, et al. .
The role of epigenetics in aging and age-related diseases
.
Ageing Res Rev
2009
;
8
:
268
76
.

15

Richardson
B.
Impact of aging on DNA methylation
.
Ageing Res Rev
2003
;
2
:
245
61
.

16

Chouliaras
L
Van den Hove
D
Kenis
G
, et al. .
Caloric restriction attenuates age-related changes of DNA methyltransferase 3a in mouse hippocampus
.
Brain Behav Immun
2011
;
25
:
616
23
.

17

Switzeny
OJ
Müllner
E
Wagner
K-H
, et al. .
Vitamin and antioxidant rich diet increases MLH1 promoter DNA methylation in DMT2 subjects
.
Clin Epigenetics
2012
;
4
:
19.

18

Ren
J
Singh
BN
Huang
Q
, et al. .
DNA hypermethylation as a chemotherapy target
.
Cell Signal
2011
;
23
:
1082
93
.

19

Hotchkiss
RD.
The quantitative separation of purines, pyrimidines, and nucleosides by paper chromatography
.
J Biol Chem
1948
;
175
:
315
32
.

20

Gardiner-Garden
M
Frommer
M.
CpG islands in vertebrate genomes
.
J Mol Biol
1987
;
196
:
261
82
.

21

Deaton
AM
Bird
A.
CpG islands and the regulation of transcription
.
Gene Dev
2011
;
25
:
1010
22
.

22

Larsen
F
Gundersen
G
Lopez
R
, et al. .
CpG islands as gene markers in the human genome
.
Genomics
1992
;
13
:
1095
107
.

23

Antequera
F
Bird
A.
Number of CpG islands and genes in human and mouse
.
Proc Natl Acad Sci USA
1993
;
90
:
11995
9
.

24

Chiang
P
Gordon
R
Tal
J
, et al. .
S-Adenosylmethionine and methylation
.
FASEB J
1996
;
10
:
471
80
.

25

Fatemi
M
Hermann
A
Pradhan
S
, et al. .
The activity of the murine DNA methyltransferase Dnmt1 is controlled by interaction of the catalytic domain with the N-terminal part of the enzyme leading to an allosteric activation of the enzyme after binding to methylated DNA
.
J Mol Biol
2001
;
309
:
1189
99
.

26

Okano
M
Bell
DW
Haber
DA
, et al. .
DNA methyltransferases Dnmt3a and Dnmt3b are essential for de novo methylation and mammalian development
.
Cell
1999
;
99
:
247
57
.

27

Jeltsch
A
Jurkowska
RZ.
New concepts in DNA methylation
.
Trends Biochem Sci
2014
;
39
:
310
18
.

28

Chen
P-Y
Feng
S
Joo
J
, et al. .
A comparative analysis of DNA methylation across human embryonic stem cell lines
.
Genome Biol
2011
;
12
:
R62.

29

Hsieh
C-L.
Dependence of transcriptional repression on CpG methylation density
.
Mol Cell Biol
1994
;
14
:
5487
94
.

30

Weber
M
Hellmann
I
Stadler
MB
, et al. .
Distribution, silencing potential and evolutionary impact of promoter DNA methylation in the human genome
.
Nat Genet
2007
;
39
:
457
66
.

31

Aran
D
Toperoff
G
Rosenberg
M
, et al. .
Replication timing-related and gene body-specific methylation of active human genes
.
Hum Mol Genet
2011
;
20
:
670
80
.

32

Rauch
TA
Wu
X
Zhong
X
, et al. .
A human B cell methylome at 100− base pair resolution
.
Proc Natl Acad Sci USA
2009
;
106
:
671
8
.

33

Ball
MP
Li
JB
Gao
Y
, et al. .
Targeted and genome-scale strategies reveal gene-body methylation signatures in human cells
.
Nat Biotechnol
2009
;
27
:
361
8
.

34

Wutz
A
Smrzka
OW
Schweifer
N
, et al. .
Imprinted expression of the Igf2r gene depends on an intronic CpG island
.
Nature
1997
;
389
:
745
9
.

35

Guilleret
I
Yan
P
Grange
F
, et al. .
Hypermethylation of the human telomerase catalytic subunit (hTERT) gene correlates with telomerase activity
.
Int J Cancer
2002
;
101
:
335
41
.

36

Wilson
VL
Jones
PA.
DNA methylation decreases in aging but not in immortal cells
.
Science
1983
;
220
:
1055
7
.

37

Drinkwater
RD
Blake
TJ
Morley
AA
, et al. .
Human lymphocytes aged in vivo have reduced levels of methylation in transcriptionally active and inactive DNA
.
Mutat Res
1989
;
219
:
29
37
.

38

Golbus
J
Palella
TD
Richardson
BC.
Quantitative changes in T cell DNA methylation occur during differentiation and ageing
.
Eur J Immunol
1990
;
20
:
1869
72
.

39

Singhal
RP
Mays-Hoopes
LL
Eichhorn
GL.
DNA methylation in aging of mice
.
Mech Ageing Dev
1987
;
41
:
199
210
.

40

Vanyushin
B
Nemirovsky
L
Klimenko
V
, et al. .
The 5-methylcytosine in DNA of rats
.
Gerontology
1973
;
19
:
138
52
.

41

Bollati
V
Schwartz
J
Wright
R
, et al. .
Decline in genomic DNA methylation through aging in a cohort of elderly subjects
.
Mech Ageing Dev
2009
;
130
:
234
9
.

42

Heyn
H
Li
N
Ferreira
HJ
, et al. .
Distinct DNA methylomes of newborns and centenarians
.
Natl Acad Sci USA
2012
;
109
:
10522
7
.

43

Rakyan
VK
Down
TA
Maslau
S
, et al. .
Human aging-associated DNA hypermethylation occurs preferentially at bivalent chromatin domains
.
Genome Res
2010
;
20
:
434
9
.

44

Tra
J
Kondo
T
Lu
Q
, et al. .
Infrequent occurrence of age-dependent changes in CpG island methylation as detected by restriction landmark genome scanning
.
Mech Ageing Dev
2002
;
123
:
1487
503
.

45

Christensen
BC
Houseman
EA
Marsit
CJ
, et al. .
Aging and environmental exposures alter tissue-specific DNA methylation dependent upon CpG island context
.
PLoS Genet
2009
;
5
:
e1000602.

46

Burgess
DJ.
Human epigenetics: showing your age
.
Nat Rev Genet
2013
;
14
:
6
.

47

Bocklandt
S
Lin
W
Sehl
ME
, et al. .
Epigenetic predictor of age
.
PLoS One
2011
;
6
:
e14821.

48

Weidner
CI
Lin
Q
Koch
CM
, et al. .
Aging of blood can be tracked by DNA methylation changes at just three CpG sites
.
Genome Biol
2014
;
15
:
1
12
.

49

Horvath
S.
DNA methylation age of human tissues and cell types
.
Genome Biol
2013
;
14
:
1
20
.

50

Weidner
CI
Lin
Q
Koch
CM
, et al. .
Aging of blood can be tracked by DNA methylation changes at just three CpG sites
.
Genome Biol
2014
;
15
:
R24.

51

Zbieć-Piekarska
R
Spólnicka
M
Kupiec
T
, et al. .
Examination of DNA methylation status of the ELOVL2 marker may be useful for human age prediction in forensic science
.
Forensic Sci Int Genet
2015
;
14
:
161
7
.

52

Xu
C
Qu
H
Wang
G
, et al. .
A novel strategy for forensic age prediction by DNA methylation and support vector regression model
.
Sci Rep
2015
;
5
:
1
10
.

53

Fraga
MF
Ballestar
E
Paz
MF
, et al. .
Epigenetic differences arise during the lifetime of monozygotic twins
.
Proc Natl Acad Sci USA
2005
;
102
:
10604
9
.

54

Wong
AH
Gottesman
II
Petronis
A.
Phenotypic differences in genetically identical organisms: the epigenetic perspective
.
Hum Mol Genet
2005
;
14
:
R11
18
.

55

Christiansen
L
Lenart
A
Tan
Q
, et al. .
DNA methylation age is associated with mortality in a longitudinal Danish twin study
.
Aging Cell
2016
;
15
:
149
54
.

56

Bellizzi
D
D’Aquila
P
Montesanto
A
, et al. .
Global DNA methylation in old subjects is correlated with frailty
.
Age
2012
;
34
:
169
79
.

57

Lange
NE
Sordillo
J
Tarantini
L
, et al. .
Alu and LINE-1 methylation and lung function in the normative ageing study
.
BMJ Open
2012
;
2
:
e001231.

58

Tserel
L
Kolde
R
Limbach
M
, et al. .
Age-related profiling of DNA methylation in CD8+ T cells reveals changes in immune response and transcriptional regulator genes
.
Sci Rep
2015
;
5
:
1
11
.

59

Bell
JT
Tsai
P-C
Yang
T-P
, et al. .
Epigenome-wide scans identify differentially methylated regions for age and age-related phenotypes in a healthy ageing population
.
PLoS Genet
2012
;
8
:
e1002629.

60

Toperoff
G
Aran
D
Kark
JD
, et al. .
Genome-wide survey reveals predisposing diabetes type 2-related DNA methylation variations in human peripheral blood
.
Hum Mol Genet
2012
;
21
:
371
83
.

61

Yang
BT
Dayeh
TA
Kirkpatrick
CL
, et al. .
Insulin promoter DNA methylation correlates negatively with insulin gene expression and positively with HbA1c levels in human pancreatic islets
.
Diabetologia
2011
;
54
:
360
7
.

62

Volkmar
M
Dedeurwaerder
S
Cunha
DA
, et al. .
DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients
.
EMBO J
2012
;
31
:
1405
26
.

63

Chouliaras
L
Mastroeni
D
Delvaux
E
, et al. .
Consistent decrease in global DNA methylation and hydroxymethylation in the hippocampus of Alzheimer's disease patients
.
Neurobiol Aging
2013
;
34
:
2091
9
.

64

West
RL
Lee
JM
Maroun
LE.
Hypomethylation of the amyloid precursor protein gene in the brain of an Alzheimer’s disease patient
.
J Mol Neurosci
1995
;
6
:
141
6
.

65

Sanchez-Mut
J
Heyn
H
Vidal
E
, et al. .
Human DNA methylomes of neurodegenerative diseases show common epigenomic patterns
.
Transl Psychiatry
2016
;
6
:
e718.

66

Baccarelli
A
Wright
R
Bollati
V
, et al. .
Ischemic heart disease and stroke in relation to blood DNA methylation
.
Epidemiology
2010
;
21
:
819.

67

Issa
J-PJ
Ottaviano
YL
Celano
P
, et al. .
Methylation of the oestrogen receptor CpG island links ageing and neoplasia in human colon
.
Nat Genet
1994
;
7
:
536
40
.

68

Kwabi-Addo
B
Chung
W
Shen
L
, et al. .
Age-related DNA methylation changes in normal human prostate tissues
.
Clin Cancer Res
2007
;
13
:
3796
802
.

69

Johnson
KC
Koestler
DC
Cheng
C
, et al. .
Age-related DNA methylation in normal breast tissue and its relationship with invasive breast tumor methylation
.
Epigenetics
2014
;
9
:
268
75
.

70

McCay
C
Crowell
MF
Maynard
L.
The effect of retarded growth upon the length of life span and upon the ultimate body size
.
J Nutr
1935
;
10
:
63
79
.

71

Colman
RJ
Anderson
RM
Johnson
SC
, et al. .
Caloric restriction delays disease onset and mortality in rhesus monkeys
.
Science
2009
;
325
:
201
4
.

72

Mattison
JA
Roth
GS
Beasley
TM
, et al. .
Impact of caloric restriction on health and survival in rhesus monkeys from the NIA study
.
Nature
2012
;
489
:
318
21
.

73

Li
Y
Liu
L
Tollefsbol
TO.
Glucose restriction can extend normal cell lifespan and impair precancerous cell growth through epigenetic control of hTERT and p16 expression
.
FASEB J
2010
;
24
:
1442
53
.

74

Santi
DV
Norment
A
Garrett
CE.
Covalent bond formation between a DNA-cytosine methyltransferase and DNA containing 5-azacytosine
.
Proc Natl Acad Sci USA
1984
;
81
:
6993
7
.

75

Ghoshal
K
Datta
J
Majumder
S
, et al. .
5-Aza-deoxycytidine induces selective degradation of DNA methyltransferase 1 by a proteasomal pathway that requires the KEN box, bromo-adjacent homology domain, and nuclear localization signal
.
Mol Cell Biol
2005
;
25
:
4727
41
.

76

Gentilini
D
Mari
D
Castaldi
D
, et al. .
Role of epigenetics in human aging and longevity: genome-wide DNA methylation profile in centenarians and centenarians’ offspring
.
Age
2013
;
35
:
1961
73
.

77

Horvath
S
Pirazzini
C
Bacalini
MG
, et al. .
Decreased epigenetic age of PBMCs from Italian semi-supercentenarians and their offspring
.
Aging
2015
;
7
:
1159
70
.

78

Gentilini
D
Castaldi
D
Mari
D
, et al. .
Age-dependent skewing of X chromosome inactivation appears delayed in centenarians' offspring. Is there a role for allelic imbalance in Healthy Aging and Longevity?
Aging Cell
2012
;
11
:
277
83
.

79

Gentilini
D
Garagnani
P
Pisoni
S
, et al. .
Stochastic epigenetic mutations (DNA methylation) increase exponentially in human aging and correlate with X chromosome inactivation skewing in females
.
Aging (Albany NY)
2015
;
7
:
568.

80

Xiao
F-H
He
Y-H
Li
Q-G
, et al. .
A genome-wide scan reveals important roles of DNA methylation in human longevity by regulating age-related disease genes
.
PloS One
2015
;
10
:
e0120388.

81

Marttila
S
Kananen
L
Jylhävä
J
, et al. .
Length of paternal lifespan is manifested in the DNA methylome of their nonagenarian progeny
.
Oncotarget
2015
;
6
:
30557
67
.

82

Liu
Y
Lan
Q
Siegfried
JM
, et al. .
Aberrant promoter methylation of p16 and MGMT genes in lung tumors from smoking and never-smoking lung cancer patients
.
Neoplasia
2006
;
8
:
46
51
.

83

Mali
P
Yang
L
Esvelt
KM
, et al. .
RNA-guided human genome engineering via Cas9
.
Science
2013
;
339
:
823
6
.

84

Hsu
PD
Lander
ES
Zhang
F.
Development and applications of CRISPR-Cas9 for genome engineering
.
Cell
2014
;
157
:
1262
78
.

85

Wu
Y
Liang
D
Wang
Y
, et al. .
Correction of a genetic disease in mouse via use of CRISPR-Cas9
.
Cell stem cell
2013
;
13
:
659
62
.

86

Long
C
McAnally
JR
Shelton
JM
, et al. .
Prevention of muscular dystrophy in mice by CRISPR/Cas9–mediated editing of germline DNA
.
Science
2014
;
345
:
1184
8
.

87

Hilton
IB
D'Ippolito
AM
Vockley
CM
, et al. .
Epigenome editing by a CRISPR-Cas9-based acetyltransferase activates genes from promoters and enhancers
.
Nat Biotechnol
2015
;
33
:
510
17
.