Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts

Background/objective Children BMI is a longitudinal phenotype, developing through interplays between genetic and environmental factors. Whilst childhood obesity is escalating, we require a better understanding of its early origins and variation across generations to prevent it. Subjects/methods We d...

Full description

Bibliographic Details
Published in:International Journal of Obesity
Main Authors: Nedelec, R, Miettunen, J, Mannikko, M, Jarvelin, M-R, Sebert, S
Other Authors: UNIVERSITY OF OULU
Format: Article in Journal/Newspaper
Language:English
Published: Springer Nature [academic journals on nature.com] 2020
Subjects:
Online Access:http://hdl.handle.net/10044/1/85477
https://doi.org/10.1038/s41366-020-00695-0
id ftimperialcol:oai:spiral.imperial.ac.uk:10044/1/85477
record_format openpolar
spelling ftimperialcol:oai:spiral.imperial.ac.uk:10044/1/85477 2023-05-15T17:42:28+02:00 Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts Nedelec, R Miettunen, J Mannikko, M Jarvelin, M-R Sebert, S UNIVERSITY OF OULU 2020-09-26 http://hdl.handle.net/10044/1/85477 https://doi.org/10.1038/s41366-020-00695-0 English eng Springer Nature [academic journals on nature.com] International Journal of Obesity 0307-0565 http://hdl.handle.net/10044/1/85477 doi:10.1038/s41366-020-00695-0 Nil © The Author(s), under exclusive licence to Springer Nature Limited 2020. The final publication is available at Springer via https://doi.org/10.1038/s41366-020-00695-0 414 404 Science & Technology Life Sciences & Biomedicine Endocrinology & Metabolism Nutrition & Dietetics BODY-MASS INDEX DEVELOPMENTAL TRAJECTORIES GROWTH ASSOCIATION ADIPOSITY ADULTHOOD OBESITY PATTERNS WEIGHT 11 Medical and Health Sciences 13 Education Journal Article 2020 ftimperialcol https://doi.org/10.1038/s41366-020-00695-0 2021-04-15T22:39:11Z Background/objective Children BMI is a longitudinal phenotype, developing through interplays between genetic and environmental factors. Whilst childhood obesity is escalating, we require a better understanding of its early origins and variation across generations to prevent it. Subjects/methods We designed a cross-cohort study including 12,040 Finnish children from the Northern Finland Birth Cohorts 1966 and 1986 (NFBC1966 and NFBC1986) born before or at the start of the obesity epidemic. We used group-based trajectory modelling to identify BMI trajectories from 2 to 20 years. We subsequently tested their associations with early determinants (mother and child) and the possible difference between generations, adjusted for relevant biological and socioeconomic confounders. Results We identified four BMI trajectories, ‘stable-low’ (34.8%), ‘normal’ (44.0%), ‘stable-high’ (17.5%) and ‘early-increase’ (3.7%). The ‘early-increase’ trajectory represented the highest risk for obesity. We analysed a dose-response association of maternal pre-pregnancy BMI and smoking with BMI trajectories. The directions of effect were consistent across generations and the effect sizes tended to increase from earlier generation to later. Respectively for NFBC1966 and NFBC1986, the adjusted risk ratios of being in the early-increase group were 1.08 (1.06–1.10) and 1.12 (1.09–1.15) per unit of pre-pregnancy BMI and 1.44 (1.05–1.96) and 1.48 (1.17–1.87) in offspring of smoking mothers compared to non-smokers. We observed similar relations with infant factors including birthweight for gestational age and peak weight velocity. In contrast, the age at adiposity peak in infancy was associated with the BMI trajectories in NFBC1966 but did not replicate in NFBC1986. Conclusions Exposures to adverse maternal predictors were associated with a higher risk obesity trajectory and were consistent across generations. However, we found a discordant association for the timing of adiposity peak over a 20-year period. This suggests the role of residual environmental factors, such as nutrition, and warrants additional research to understand the underlying gene–environment interplay. Article in Journal/Newspaper Northern Finland Imperial College London: Spiral International Journal of Obesity 45 2 404 414
institution Open Polar
collection Imperial College London: Spiral
op_collection_id ftimperialcol
language English
topic Science & Technology
Life Sciences & Biomedicine
Endocrinology & Metabolism
Nutrition & Dietetics
BODY-MASS INDEX
DEVELOPMENTAL TRAJECTORIES
GROWTH
ASSOCIATION
ADIPOSITY
ADULTHOOD
OBESITY
PATTERNS
WEIGHT
11 Medical and Health Sciences
13 Education
spellingShingle Science & Technology
Life Sciences & Biomedicine
Endocrinology & Metabolism
Nutrition & Dietetics
BODY-MASS INDEX
DEVELOPMENTAL TRAJECTORIES
GROWTH
ASSOCIATION
ADIPOSITY
ADULTHOOD
OBESITY
PATTERNS
WEIGHT
11 Medical and Health Sciences
13 Education
Nedelec, R
Miettunen, J
Mannikko, M
Jarvelin, M-R
Sebert, S
Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts
topic_facet Science & Technology
Life Sciences & Biomedicine
Endocrinology & Metabolism
Nutrition & Dietetics
BODY-MASS INDEX
DEVELOPMENTAL TRAJECTORIES
GROWTH
ASSOCIATION
ADIPOSITY
ADULTHOOD
OBESITY
PATTERNS
WEIGHT
11 Medical and Health Sciences
13 Education
description Background/objective Children BMI is a longitudinal phenotype, developing through interplays between genetic and environmental factors. Whilst childhood obesity is escalating, we require a better understanding of its early origins and variation across generations to prevent it. Subjects/methods We designed a cross-cohort study including 12,040 Finnish children from the Northern Finland Birth Cohorts 1966 and 1986 (NFBC1966 and NFBC1986) born before or at the start of the obesity epidemic. We used group-based trajectory modelling to identify BMI trajectories from 2 to 20 years. We subsequently tested their associations with early determinants (mother and child) and the possible difference between generations, adjusted for relevant biological and socioeconomic confounders. Results We identified four BMI trajectories, ‘stable-low’ (34.8%), ‘normal’ (44.0%), ‘stable-high’ (17.5%) and ‘early-increase’ (3.7%). The ‘early-increase’ trajectory represented the highest risk for obesity. We analysed a dose-response association of maternal pre-pregnancy BMI and smoking with BMI trajectories. The directions of effect were consistent across generations and the effect sizes tended to increase from earlier generation to later. Respectively for NFBC1966 and NFBC1986, the adjusted risk ratios of being in the early-increase group were 1.08 (1.06–1.10) and 1.12 (1.09–1.15) per unit of pre-pregnancy BMI and 1.44 (1.05–1.96) and 1.48 (1.17–1.87) in offspring of smoking mothers compared to non-smokers. We observed similar relations with infant factors including birthweight for gestational age and peak weight velocity. In contrast, the age at adiposity peak in infancy was associated with the BMI trajectories in NFBC1966 but did not replicate in NFBC1986. Conclusions Exposures to adverse maternal predictors were associated with a higher risk obesity trajectory and were consistent across generations. However, we found a discordant association for the timing of adiposity peak over a 20-year period. This suggests the role of residual environmental factors, such as nutrition, and warrants additional research to understand the underlying gene–environment interplay.
author2 UNIVERSITY OF OULU
format Article in Journal/Newspaper
author Nedelec, R
Miettunen, J
Mannikko, M
Jarvelin, M-R
Sebert, S
author_facet Nedelec, R
Miettunen, J
Mannikko, M
Jarvelin, M-R
Sebert, S
author_sort Nedelec, R
title Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts
title_short Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts
title_full Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts
title_fullStr Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts
title_full_unstemmed Maternal and infant prediction of the child BMI trajectories; studies across two generations of Northern Finland birth cohorts
title_sort maternal and infant prediction of the child bmi trajectories; studies across two generations of northern finland birth cohorts
publisher Springer Nature [academic journals on nature.com]
publishDate 2020
url http://hdl.handle.net/10044/1/85477
https://doi.org/10.1038/s41366-020-00695-0
genre Northern Finland
genre_facet Northern Finland
op_source 414
404
op_relation International Journal of Obesity
0307-0565
http://hdl.handle.net/10044/1/85477
doi:10.1038/s41366-020-00695-0
Nil
op_rights © The Author(s), under exclusive licence to Springer Nature Limited 2020. The final publication is available at Springer via https://doi.org/10.1038/s41366-020-00695-0
op_doi https://doi.org/10.1038/s41366-020-00695-0
container_title International Journal of Obesity
container_volume 45
container_issue 2
container_start_page 404
op_container_end_page 414
_version_ 1766144328535638016