The University of Southampton
University of Southampton Institutional Repository

Associations between maternal physical activity in early and late pregnancy and offspring birth size: remote federated individual level meta-analysis from eight cohort studies

Associations between maternal physical activity in early and late pregnancy and offspring birth size: remote federated individual level meta-analysis from eight cohort studies
Associations between maternal physical activity in early and late pregnancy and offspring birth size: remote federated individual level meta-analysis from eight cohort studies
Objective: Evidence on the impact of leisure time physical activity (LTPA) in pregnancy on birth size is inconsistent. We aimed to examine the association between LTPA during early and late pregnancy and newborn anthropometric outcomes.
Design: Individual level meta‐analysis, which reduces heterogeneity across studies.
Setting: A consortium of eight population‐based studies (seven European and one US) comprising 72 694 participants.
Methods: Generalised linear models with consistent inclusion of confounders (gestational age, sex, parity, maternal age, education, ethnicity, BMI, smoking, and alcohol intake) were used to test associations between self‐reported LTPA at either early (8–18 weeks gestation) or late pregnancy (30+ weeks) and the outcomes. Results were pooled using random effects meta‐analyses.
Main outcome measures: Birth weight, large‐for‐gestational age (LGA), macrosomia, small‐for‐gestational age (SGA), % body fat, and ponderal index at birth.
Results: Late, but not early, gestation maternal moderate to vigorous physical activity (MVPA), vigorous activity, and LTPA energy expenditure were modestly inversely associated with BW, LGA, macrosomia, and ponderal index, without heterogeneity (all: I2 = 0%). For each extra hour/week of MVPA, RR for LGA and macrosomia were 0.97 (95% CI: 0.96, 0.98) and 0.96 (95% CI: 0.94, 0.98), respectively. Associations were only modestly reduced after additional adjustments for maternal BMI and gestational diabetes. No measure of LTPA was associated with risk for SGA.
Conclusions: Physical activity in late, but not early, pregnancy is consistently associated with modestly lower risk of LGA and macrosomia, but not SGA.
Tweetable abstract: 
In an individual participant meta‐analysis, late pregnancy moderate to vigorous physical activity modestly reduced birth size outcomes.
1470-0328
459-470
Pastorino, S.
4219a7ee-38d4-494e-ac27-9b3f0ee7d6a9
Bishop, T.
dfc92cfc-8153-4e92-a72d-f72b33153378
Crozier, S.R.
9c3595ce-45b0-44fa-8c4c-4c555e628a03
Granstrom, C.
8526aaac-b8ca-42f9-8630-26e19c7c8df0
Kordas, K.
09c4dfd5-abcd-4fa3-a12e-646f7285feca
Küpers, L.K.
733e94ec-9e37-450c-a8ca-e1adf2eec323
O'Brien, E.C.
5c42c3b0-a391-4f9a-a2d6-729a48747d6b
Polanska, K.
53af2b75-7536-4c3e-a310-901507c10266
Sauder, K.A.
b54084dc-4e3b-454a-a07f-ca27c2077e98
Zafarmand, M.H.
a2b79bea-81af-4b1a-b2d5-333211c664e7
Wilson, R.C.
e00a80ec-7842-4118-ba75-326528979f47
Agyemang, C.
98503bea-7a8c-4bdf-916a-92334509c30d
Burton, P.R.
8e7b784e-3256-4ffb-896e-13bb9ac2f963
Cooper, C.
e05f5612-b493-4273-9b71-9e0ce32bdad6
Corpeleijn, E.
05909036-7f7f-4296-89f2-7a005feb5460
Dabelea, D.
ac81e62b-06c8-48cd-801f-03f17eeaf559
Hanke, W.
3f731ddc-8810-4492-bfa1-80ae919383c6
Inskip, H.M.
5fb4470a-9379-49b2-a533-9da8e61058b7
McAuliffe, F.M.
d18a193b-8c6a-4131-9401-cefbadcef1c3
Olsen, S.F.
babf0d24-0209-4ff3-aa42-814a096ff968
Vrijkotte, T.G.
177f52d7-c609-4ef7-91cd-4b85ba022fae
Brage, S.
9d1e90c6-2ceb-4b34-96a0-e38c2809ba51
Kennedy, A.
9118cb41-ee2e-41a8-82ce-5e501f49d26f
O'Gorman, D.
48a7a313-9e5f-4063-aa50-af8515b613de
Scherer, P.
ddb14d31-44af-4ba7-b464-0f87c9bee85f
Wijndaele, K.
ac36c55f-c8ee-49cc-982e-ee923a9020ac
Wareham, N.J.
d9ec38b8-a800-45f4-a577-782dfe209aa7
Desoye, G.
905d057f-c298-423a-9244-78b789ecdd68
Ong, K.K.
c7a86c7d-0b6e-4b35-bcc9-59895067c82e
Pastorino, S.
4219a7ee-38d4-494e-ac27-9b3f0ee7d6a9
Bishop, T.
dfc92cfc-8153-4e92-a72d-f72b33153378
Crozier, S.R.
9c3595ce-45b0-44fa-8c4c-4c555e628a03
Granstrom, C.
8526aaac-b8ca-42f9-8630-26e19c7c8df0
Kordas, K.
09c4dfd5-abcd-4fa3-a12e-646f7285feca
Küpers, L.K.
733e94ec-9e37-450c-a8ca-e1adf2eec323
O'Brien, E.C.
5c42c3b0-a391-4f9a-a2d6-729a48747d6b
Polanska, K.
53af2b75-7536-4c3e-a310-901507c10266
Sauder, K.A.
b54084dc-4e3b-454a-a07f-ca27c2077e98
Zafarmand, M.H.
a2b79bea-81af-4b1a-b2d5-333211c664e7
Wilson, R.C.
e00a80ec-7842-4118-ba75-326528979f47
Agyemang, C.
98503bea-7a8c-4bdf-916a-92334509c30d
Burton, P.R.
8e7b784e-3256-4ffb-896e-13bb9ac2f963
Cooper, C.
e05f5612-b493-4273-9b71-9e0ce32bdad6
Corpeleijn, E.
05909036-7f7f-4296-89f2-7a005feb5460
Dabelea, D.
ac81e62b-06c8-48cd-801f-03f17eeaf559
Hanke, W.
3f731ddc-8810-4492-bfa1-80ae919383c6
Inskip, H.M.
5fb4470a-9379-49b2-a533-9da8e61058b7
McAuliffe, F.M.
d18a193b-8c6a-4131-9401-cefbadcef1c3
Olsen, S.F.
babf0d24-0209-4ff3-aa42-814a096ff968
Vrijkotte, T.G.
177f52d7-c609-4ef7-91cd-4b85ba022fae
Brage, S.
9d1e90c6-2ceb-4b34-96a0-e38c2809ba51
Kennedy, A.
9118cb41-ee2e-41a8-82ce-5e501f49d26f
O'Gorman, D.
48a7a313-9e5f-4063-aa50-af8515b613de
Scherer, P.
ddb14d31-44af-4ba7-b464-0f87c9bee85f
Wijndaele, K.
ac36c55f-c8ee-49cc-982e-ee923a9020ac
Wareham, N.J.
d9ec38b8-a800-45f4-a577-782dfe209aa7
Desoye, G.
905d057f-c298-423a-9244-78b789ecdd68
Ong, K.K.
c7a86c7d-0b6e-4b35-bcc9-59895067c82e

Pastorino, S., Bishop, T., Crozier, S.R., Granstrom, C., Kordas, K., Küpers, L.K., O'Brien, E.C., Polanska, K., Sauder, K.A., Zafarmand, M.H., Wilson, R.C., Agyemang, C., Burton, P.R., Cooper, C., Corpeleijn, E., Dabelea, D., Hanke, W., Inskip, H.M., McAuliffe, F.M., Olsen, S.F., Vrijkotte, T.G., Brage, S., Kennedy, A., O'Gorman, D., Scherer, P., Wijndaele, K., Wareham, N.J., Desoye, G. and Ong, K.K. (2019) Associations between maternal physical activity in early and late pregnancy and offspring birth size: remote federated individual level meta-analysis from eight cohort studies. BJOG: An International Journal of Obstetrics & Gynaecology, 126 (4), 459-470. (doi:10.1111/1471-0528.15476).

Record type: Article

Abstract

Objective: Evidence on the impact of leisure time physical activity (LTPA) in pregnancy on birth size is inconsistent. We aimed to examine the association between LTPA during early and late pregnancy and newborn anthropometric outcomes.
Design: Individual level meta‐analysis, which reduces heterogeneity across studies.
Setting: A consortium of eight population‐based studies (seven European and one US) comprising 72 694 participants.
Methods: Generalised linear models with consistent inclusion of confounders (gestational age, sex, parity, maternal age, education, ethnicity, BMI, smoking, and alcohol intake) were used to test associations between self‐reported LTPA at either early (8–18 weeks gestation) or late pregnancy (30+ weeks) and the outcomes. Results were pooled using random effects meta‐analyses.
Main outcome measures: Birth weight, large‐for‐gestational age (LGA), macrosomia, small‐for‐gestational age (SGA), % body fat, and ponderal index at birth.
Results: Late, but not early, gestation maternal moderate to vigorous physical activity (MVPA), vigorous activity, and LTPA energy expenditure were modestly inversely associated with BW, LGA, macrosomia, and ponderal index, without heterogeneity (all: I2 = 0%). For each extra hour/week of MVPA, RR for LGA and macrosomia were 0.97 (95% CI: 0.96, 0.98) and 0.96 (95% CI: 0.94, 0.98), respectively. Associations were only modestly reduced after additional adjustments for maternal BMI and gestational diabetes. No measure of LTPA was associated with risk for SGA.
Conclusions: Physical activity in late, but not early, pregnancy is consistently associated with modestly lower risk of LGA and macrosomia, but not SGA.
Tweetable abstract: 
In an individual participant meta‐analysis, late pregnancy moderate to vigorous physical activity modestly reduced birth size outcomes.

Text
Pastorino BJOG - Accepted Manuscript
Download (893kB)
Text
Pastorino et al 2018 BJOG - Version of Record
Download (391kB)

More information

Accepted/In Press date: 17 September 2018
e-pub ahead of print date: 19 September 2018
Published date: March 2019

Identifiers

Local EPrints ID: 423694
URI: http://eprints.soton.ac.uk/id/eprint/423694
ISSN: 1470-0328
PURE UUID: b1e73c85-a754-4105-a578-709c132ac9cf
ORCID for S.R. Crozier: ORCID iD orcid.org/0000-0002-9524-1127
ORCID for C. Cooper: ORCID iD orcid.org/0000-0003-3510-0709
ORCID for H.M. Inskip: ORCID iD orcid.org/0000-0001-8897-1749

Catalogue record

Date deposited: 27 Sep 2018 16:30
Last modified: 11 May 2024 04:02

Export record

Altmetrics

Contributors

Author: S. Pastorino
Author: T. Bishop
Author: S.R. Crozier ORCID iD
Author: C. Granstrom
Author: K. Kordas
Author: L.K. Küpers
Author: E.C. O'Brien
Author: K. Polanska
Author: K.A. Sauder
Author: M.H. Zafarmand
Author: R.C. Wilson
Author: C. Agyemang
Author: P.R. Burton
Author: C. Cooper ORCID iD
Author: E. Corpeleijn
Author: D. Dabelea
Author: W. Hanke
Author: H.M. Inskip ORCID iD
Author: F.M. McAuliffe
Author: S.F. Olsen
Author: T.G. Vrijkotte
Author: S. Brage
Author: A. Kennedy
Author: D. O'Gorman
Author: P. Scherer
Author: K. Wijndaele
Author: N.J. Wareham
Author: G. Desoye
Author: K.K. Ong

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×