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Early-Life Factors as Predictors of Age-Associated Deficit Accumulation Across 17 Years From Midlife Into Old Age

Year of publication

2022

Authors

Haapanen, Markus J.; Jylhävä, Juulia; Kortelainen, Lauri; Mikkola, Tuija M.; Salonen, Minna; Wasenius, Niko S.; Kajantie, Eero; Eriksson, Johan G.; von Bonsdorff, Mikaela B.

Abstract

Background Early life exposures have been associated with the risk of frailty in old age. We investigated whether early life exposures predict the level and rate of change in a frailty index (FI) from midlife into old age. Methods A linear mixed model analysis was performed using data from three measurement occasions over 17 years in participants from the Helsinki Birth Cohort Study (n=2000) aged 57-84 years. A 41-item FI was calculated on each occasion. Information on birth size, maternal body mass index (BMI), growth in infancy and childhood, childhood socioeconomic status (SES), and early life stress (wartime separation from both parents), was obtained from registers and healthcare records. Results At age 57 years the mean FI level was 0.186 and the FI levels increased by 0.34 percent/year from midlife into old age. Larger body size at birth associated with a slower increase in FI levels from midlife into old age. Per 1kg greater birth weight the increase in FI levels per year was -0.087 percentage points slower (95% CI=-0.163, -0.011; p=0.026). Higher maternal BMI was associated with a higher offspring FI level in midlife and a slower increase in FI levels into old age. Larger size, faster growth from infancy to childhood, and low SES in childhood were all associated with a lower FI level in midlife but not with its rate of change. Conclusions Early life factors seem to contribute to disparities in frailty from midlife into old age. Early life factors may identify groups that could benefit from frailty prevention, optimally initiated early in life.
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Organizations and authors

University of Helsinki

Kajantie Eero

Eriksson Johan G.

Haapanen Markus J.

Wasenius Niko S.

Mikkola Tuija M.

Tampere University

Jylhävä Juulia Orcid -palvelun logo

University of Jyväskylä

Bonsdorff von Mikaela Orcid -palvelun logo

University of Oulu

Kajantie Eero

Helsinki University Hospital

Kajantie Eero

Eriksson Johan G.

Haapanen Markus J.

Wasenius Niko S.

Mikkola Tuija M.

Finnish Institute for Health and Welfare

Kajantie Eero

Salonen Minna

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Volume

77

Issue

11

Pages

2281-2287

​Publication forum

62187

​Publication forum level

3

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

Self-archived

Yes

Other information

Fields of science

General medicine, internal medicine and other clinical medicine; Health care science; Public health care science, environmental and occupational health

Keywords

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Publication country

United States

Internationality of the publisher

International

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.1093/gerona/glac007

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes