Background: Muscle weakness – a biomarker of health – may have its origins in early life and be related to factors such as adverse childhood experiences (ACE), which refer to a set of early-life traumatic and stressful psychosocial events out of the child’s control. To date, evidence of an association between ACE and muscle strength in older age is lacking. -Objective: Here, we assessed the associations between ACE during the first 15 years of life and the risk of low muscle strength (LMS) later in life. We also examined whether adult-life socioeconomic circumstances (i.e., educational attainment, main occupational position, and satisfaction with household financial situation) and unhealthy behaviors (i.e., physical inactivity, unhealthy eating, smoking, and high level of alcohol consumption) explained this association. Methods: We used data from the Survey of Health, Ageing, and Retirement in Europe, a 12-year cohort study with 6 -repeated measurements between 2004 and 2015. Muscle strength was measured using a handheld dynamometer. Confounder-adjusted logistic mixed-effect models were used to examine the associations between ACE (child in care, parental death, parental mental illness, parental drinking, period of hunger, or property taken away) and the risk of LMS in older age. -Results: 24,179 participants (96,372 observations; 13,477 women; aged 50–96 years) living in 14 countries were included. LMS increased with age for both genders. For women, there was a gradual increase in the risk of LMS with the number of experienced ACE (ORs = 1.22 for 1 ACE, 1.74 for ≥2 ACE compared to no ACE). However, there was no significant association among men. This association was only slightly attenuated when adjusting for socioeconomic circumstances and unhealthy behaviors in adulthood. Conclusions: ACE are associated with later-life muscle weakness among women. These associations were not compensated by the adoption of healthy behaviors or an improvement in socioeconomic circumstances in adulthood. These results suggest that tackling these early-life risk factors in women could promote long-term grip strength, a biomarker of aging.

1.
Syddall
H
,
Cooper
C
,
Martin
F
,
Briggs
R
,
Aihie Sayer
A
.
Is grip strength a useful single marker of frailty?
Age Ageing
.
2003
Nov
;
32
(
6
):
650
6
.
[PubMed]
0002-0729
2.
Cooper
R
,
Kuh
D
,
Cooper
C
,
Gale
CR
,
Lawlor
DA
,
Matthews
F
, et al;
FALCon and HALCyon Study Teams
.
Objective measures of physical capability and subsequent health: a systematic review
.
Age Ageing
.
2011
Jan
;
40
(
1
):
14
23
.
[PubMed]
0002-0729
3.
Rantanen
T
,
Guralnik
JM
,
Foley
D
,
Masaki
K
,
Leveille
S
,
Curb
JD
, et al
Midlife hand grip strength as a predictor of old age disability
.
JAMA
.
1999
Feb
;
281
(
6
):
558
60
.
[PubMed]
0098-7484
4.
Sayer
AA
,
Dennison
EM
,
Syddall
HE
,
Gilbody
HJ
,
Phillips
DI
,
Cooper
C
.
Type 2 diabetes, muscle strength, and impaired physical function: the tip of the iceberg?
Diabetes Care
.
2005
Oct
;
28
(
10
):
2541
2
.
[PubMed]
0149-5992
5.
Leong
DP
,
Teo
KK
,
Rangarajan
S
,
Lopez-Jaramillo
P
,
Avezum
A
 Jr
,
Orlandini
A
, et al;
Prospective Urban Rural Epidemiology (PURE) Study investigators
.
Prognostic value of grip strength: findings from the Prospective Urban Rural Epidemiology (PURE) study
.
Lancet
.
2015
Jul
;
386
(
9990
):
266
73
.
[PubMed]
0140-6736
6.
Newman
AB
,
Kupelian
V
,
Visser
M
,
Simonsick
EM
,
Goodpaster
BH
,
Kritchevsky
SB
, et al
Strength, but not muscle mass, is associated with mortality in the health, aging and body composition study cohort
.
J Gerontol A Biol Sci Med Sci
.
2006
Jan
;
61
(
1
):
72
7
.
[PubMed]
1079-5006
7.
Cooper
R
,
Kuh
D
,
Hardy
R
;
Mortality Review Group
;
FALCon and HALCyon Study Teams
.
Objectively measured physical capability levels and mortality: systematic review and meta-analysis
.
BMJ
.
2010
Sep
;
341
sep09 1
:
c4467
.
[PubMed]
0959-8138
8.
Cheval
B
,
Boisgontier
MP
,
Orsholits
D
,
Sieber
S
,
Guessous
I
,
Gabriel
R
, et al
Association of early- and adult-life socioeconomic circumstances with muscle strength in older age
.
Age Ageing
.
2018
May
;
47
(
3
):
398
407
.
[PubMed]
0002-0729
9.
Birnie
K
,
Cooper
R
,
Martin
RM
,
Kuh
D
,
Sayer
AA
,
Alvarado
BE
, et al;
HALCyon study team
.
Childhood socioeconomic position and objectively measured physical capability levels in adulthood: a systematic review and meta-analysis
.
PLoS One
.
2011
Jan
;
6
(
1
):
e15564
.
[PubMed]
1932-6203
10.
Caleyachetty
R
,
Hardy
R
,
Cooper
R
,
Richards
M
,
Howe
LD
,
Anderson
E
, et al
Modeling Exposure to Multiple Childhood Social Risk Factors and Physical Capability and Common Affective Symptoms in Later Life
.
J Aging Health
.
2018
Mar
;
30
(
3
):
386
407
.
[PubMed]
0898-2643
11.
Anderson
EL
,
Heron
J
,
Ben-Shlomo
Y
,
Kuh
D
,
Cooper
R
,
Lawlor
DA
, et al
Adversity in childhood and measures of aging in midlife: findings from a cohort of british women
.
Psychol Aging
.
2017
Sep
;
32
(
6
):
521
30
.
[PubMed]
0882-7974
12.
Anda
RF
,
Butchart
A
,
Felitti
VJ
,
Brown
DW
.
Building a framework for global surveillance of the public health implications of adverse childhood experiences
.
Am J Prev Med
.
2010
Jul
;
39
(
1
):
93
8
.
[PubMed]
0749-3797
13.
Phillips
DA
,
Shonkoff
JP
.
From neurons to neighborhoods: The science of early childhood development
.
National Academies Press
;
2000
.
14.
Felitti
VJ
,
Anda
RF
,
Nordenberg
D
,
Williamson
DF
,
Spitz
AM
,
Edwards
V
, et al
Relationship of childhood abuse and household dysfunction to many of the leading causes of death in adults. The Adverse Childhood Experiences (ACE) Study
.
Am J Prev Med
.
1998
May
;
14
(
4
):
245
58
.
[PubMed]
0749-3797
15.
Danese
A
,
Tan
M
.
Childhood maltreatment and obesity: systematic review and meta-analysis
.
Mol Psychiatry
.
2014
May
;
19
(
5
):
544
54
.
[PubMed]
1359-4184
16.
Hertzman
C
,
Boyce
T
.
How experience gets under the skin to create gradients in developmental health
.
Annu Rev Public Health
.
2010
;
31
(
1
):
329
47
.
[PubMed]
0163-7525
17.
Hertzman
C
.
The biological embedding of early experience and its effects on health in adulthood
.
Ann N Y Acad Sci
.
1999
;
896
(
1
):
85
95
.
[PubMed]
0077-8923
18.
Johnson
SB
,
Riley
AW
,
Granger
DA
,
Riis
J
.
The science of early life toxic stress for pediatric practice and advocacy
.
Pediatrics
.
2013
Feb
;
131
(
2
):
319
27
.
[PubMed]
0031-4005
19.
Wolf
JM
,
Nicholls
E
,
Chen
E
.
Chronic stress, salivary cortisol, and α-amylase in children with asthma and healthy children
.
Biol Psychol
.
2008
Apr
;
78
(
1
):
20
8
.
[PubMed]
0301-0511
20.
Johnson
SB
,
Riley
AW
,
Granger
DA
,
Riis
J
:
The science of early life toxic stress for pediatric practice and advocacy.
Pediatrics
2013
:peds. 2012-0469.
21.
Fagundes
CP
,
Glaser
R
,
Kiecolt-Glaser
JK
.
Stressful early life experiences and immune dysregulation across the lifespan
.
Brain Behav Immun
.
2013
Jan
;
27
(
1
):
8
12
.
[PubMed]
0889-1591
22.
Evans
GW
,
English
K
.
The environment of poverty: multiple stressor exposure, psychophysiological stress, and socioemotional adjustment
.
Child Dev
.
2002
Jul-Aug
;
73
(
4
):
1238
48
.
[PubMed]
0009-3920
23.
Kim
P
,
Evans
GW
,
Chen
E
,
Miller
G
,
Seeman
T
.
How socioeconomic disadvantages get under the skin and into the brain to influence health development across the lifespan; Handbook of Life Course Health Development
.
Springer
;
2018
. pp.
463
97
.
24.
Evans
GW
.
The environment of childhood poverty
.
Am Psychol
.
2004
Feb-Mar
;
59
(
2
):
77
92
.
[PubMed]
0003-066X
25.
Börsch-Supan
A
,
Brandt
M
,
Schröder
M
.
SHARELIFE-One century of life histories in Europe
.
Adv Life Course Res
.
2013
Mar
;
18
(
1
):
1
4
.
[PubMed]
1569-4909
26.
Barboza Solís
C
,
Kelly-Irving
M
,
Fantin
R
,
Darnaudéry
M
,
Torrisani
J
,
Lang
T
, et al
Adverse childhood experiences and physiological wear-and-tear in midlife: findings from the 1958 British birth cohort
.
Proc Natl Acad Sci USA
.
2015
Feb
;
112
(
7
):
E738
46
.
[PubMed]
0027-8424
27.
Fried
LP
,
Tangen
CM
,
Walston
J
,
Newman
AB
,
Hirsch
C
,
Gottdiener
J
, et al;
Cardiovascular Health Study Collaborative Research Group
.
Frailty in older adults: evidence for a phenotype
.
J Gerontol A Biol Sci Med Sci
.
2001
Mar
;
56
(
3
):
M146
56
.
[PubMed]
1079-5006
28.
Cruz-Jentoft
AJ
,
Baeyens
JP
,
Bauer
JM
,
Boirie
Y
,
Cederholm
T
,
Landi
F
, et al;
European Working Group on Sarcopenia in Older People
.
Sarcopenia: European consensus on definition and diagnosis: Report of the European Working Group on Sarcopenia in Older People
.
Age Ageing
.
2010
Jul
;
39
(
4
):
412
23
.
[PubMed]
0002-0729
29.
Wahrendorf
M
,
Blane
D
.
Does labour market disadvantage help to explain why childhood circumstances are related to quality of life at older ages? Results from SHARE
.
Aging Ment Health
.
2015
Jul
;
19
(
7
):
584
94
.
[PubMed]
1360-7863
30.
Boisgontier
MP
,
Cheval
B
.
The anova to mixed model transition
.
Neurosci Biobehav Rev
.
2016
Sep
;
68
:
1004
5
.
[PubMed]
0149-7634
31.
Pillas
D
,
Marmot
M
,
Naicker
K
,
Goldblatt
P
,
Morrison
J
,
Pikhart
H
.
Social inequalities in early childhood health and development: a European-wide systematic review
.
Pediatr Res
.
2014
Nov
;
76
(
5
):
418
24
.
[PubMed]
0031-3998
32.
Ruiz
M
,
Goldblatt
P
,
Morrison
J
,
Kukla
L
,
Švancara
J
,
Riitta-Järvelin
M
, et al
Mother’s education and the risk of preterm and small for gestational age birth: a DRIVERS meta-analysis of 12 European cohorts
.
J Epidemiol Community Health
.
2015
Sep
;
69
(
9
):
826
33
.
[PubMed]
0143-005X
33.
Bates
D
,
Mächler
M
,
Bolker
B
,
Walker
S
: Fitting Linear Mixed-Effects Models Using lme4. 2015
2015
;67:48.
34.
R Core Team
. R: A language and environment for statistical computing.; in Computing RFfS (ed). Vienna, Austria,
2017
35.
Kuznetsova
A
,
Brockhoff
,
P.B.
,
Christensen
,
R.H.B.
: ImerTest: Tests in Linear Mixed Effects Models. R package version 2.0-33.,
2016
,
36.
Tanner
JM
.
Growth and maturation during adolescence
.
Nutr Rev
.
1981
Feb
;
39
(
2
):
43
55
.
[PubMed]
0029-6643
37.
Falgairette
G
,
Bedu
M
,
Fellmann
N
,
Van-Praagh
E
,
Coudert
J
.
Bio-energetic profile in 144 boys aged from 6 to 15 years with special reference to sexual maturation
.
Eur J Appl Physiol Occup Physiol
.
1991
;
62
(
3
):
151
6
.
[PubMed]
0301-5548
38.
Oertel
G
.
Morphometric analysis of normal skeletal muscles in infancy, childhood and adolescence. An autopsy study
.
J Neurol Sci
.
1988
Dec
;
88
(
1-3
):
303
13
.
[PubMed]
0022-510X
39.
Armstrong
N
,
Welsman
JR
,
Chia
MY
.
Short term power output in relation to growth and maturation
.
Br J Sports Med
.
2001
Apr
;
35
(
2
):
118
24
.
[PubMed]
0306-3674
40.
O’Rand
AM
.
The precious and the precocious: understanding cumulative disadvantage and cumulative advantage over the life course
.
Gerontologist
.
1996
Apr
;
36
(
2
):
230
8
.
[PubMed]
0016-9013
41.
Costa
DL
.
From mill town to board room: the rise of women’s paid labor
.
J Econ Perspect
.
2000
;
14
(
4
):
101
22
. 0895-3309
42.
Schüssler-Fiorenza Rose
SM
,
Xie
D
,
Stineman
M
.
Adverse childhood experiences and disability in U.S. adults
.
PM R
.
2014
Aug
;
6
(
8
):
670
80
.
[PubMed]
1934-1482
43.
Baum
A
,
Garofalo
JP
,
Yali
AM
.
Socioeconomic status and chronic stress. Does stress account for SES effects on health?
Ann N Y Acad Sci
.
1999
;
896
(
1
):
131
44
.
[PubMed]
0077-8923
44.
Juster
RP
,
McEwen
BS
,
Lupien
SJ
.
Allostatic load biomarkers of chronic stress and impact on health and cognition
.
Neurosci Biobehav Rev
.
2010
Sep
;
35
(
1
):
2
16
.
[PubMed]
0149-7634
45.
Kuh
D
,
Bassey
EJ
,
Butterworth
S
,
Hardy
R
,
Wadsworth
ME
;
Musculoskeletal Study Team
.
Grip strength, postural control, and functional leg power in a representative cohort of British men and women: associations with physical activity, health status, and socioeconomic conditions
.
J Gerontol A Biol Sci Med Sci
.
2005
Feb
;
60
(
2
):
224
31
.
[PubMed]
1079-5006
46.
Pahor
M
,
Guralnik
JM
,
Ambrosius
WT
,
Blair
S
,
Bonds
DE
,
Church
TS
, et al;
LIFE study investigators
.
Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial
.
JAMA
.
2014
Jun
;
311
(
23
):
2387
96
.
[PubMed]
0098-7484
47.
Kuh
D
,
Cooper
R
,
Hardy
R
,
Richards
M
,
Ben-Shlomo
Y
.
A life course approach to healthy ageing
.
Oxford, UK
:
Oxford University Press
;
2013
.
48.
Mladovsky
P
,
Allin
S
,
Masseria
C
.
Health in the European Union: trends and analysis
.
WHO Regional Office Europe
;
2009
.
49.
Hardt
J
,
Rutter
M
.
Validity of adult retrospective reports of adverse childhood experiences: review of the evidence
.
J Child Psychol Psychiatry
.
2004
Feb
;
45
(
2
):
260
73
.
[PubMed]
0021-9630
50.
Reuben
A
,
Moffitt
TE
,
Caspi
A
,
Belsky
DW
,
Harrington
H
,
Schroeder
F
, et al
Lest we forget: comparing retrospective and prospective assessments of adverse childhood experiences in the prediction of adult health
.
J Child Psychol Psychiatry
.
2016
Oct
;
57
(
10
):
1103
12
.
[PubMed]
0021-9630
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