The University of Southampton
University of Southampton Institutional Repository

Associations of fetal and postnatal growth trajectories with child cognition: the GUSTO cohort study

Associations of fetal and postnatal growth trajectories with child cognition: the GUSTO cohort study
Associations of fetal and postnatal growth trajectories with child cognition: the GUSTO cohort study

Background: using longitudinal ultrasounds as an improved fetal growth marker, we aimed to investigate if increased postnatal growth following fetal abdominal circumference (AC) growth deceleration is associated with improved child cognition. 

Methods: among 797 term-born singletons in the Growing Up in Singapore Towards healthy Outcomes (GUSTO) cohort, we derived 2nd-3rd trimester fetal AC growth z-score, fetal AC growth deceleration, standardized height, weight, and body mass index (BMI) growth at early infancy (0-4 months), late infancy (4-15 months), toddlerhood (15-37 months), and early childhood (3-7 years), and investigated their associations with intelligence quotient (IQ) at ages 4.5 years (verbal, non-verbal) and 7 years (non-verbal - block design, matrix reasoning), adjusting for socio-demographic and biological confounders. 

Results: among term-born newborns, 23.3% experienced fetal AC growth deceleration, which was associated with lower non-verbal IQ (4.5 years) [β (95% CI), -4.00 (-7.49, -0.51)]. Higher 0-7 years z-BMI gain was associated with lower non-verbal IQ (block design) (7 years) [-1.33 (-2.51, -0.14)]. Higher late infancy z-BMI gain was associated with higher verbal IQ (4.5 years) [3.36 (0.82,5.90)] but lower non-verbal IQ (matrix reasoning) (7 years) [-2.32 (-4.48, -0.17)]. Among those with fetal AC growth deceleration, higher 0-7 years z-weight gain was associated with lower non-verbal IQ (block design) (7 years) (P-interaction =. 049); at z-weight gain of +2 standard deviation score (SDS), those with fetal AC growth deceleration had lower IQ [margins (95% CI), -2.6 (-7.1,1.9)]. On average, children with fetal AC growth deceleration caught up in z-height, z-weight, and z-BMI by 7 years. 

Conclusion: fetal AC growth deceleration was associated with lower cognition scores at preschool age. Increased weight or BMI growth from 0-7 years following fetal AC growth deceleration might not be favorable to cognition among generally well-nourished term-born children.

body mass index, cognition, developmental origins of health and disease, early childhood, fetal growth, growth trajectories, intelligence, neurodevelopment, postnatal growth, weight gain
0300-5771
Ong, Yi Ying
a474cc8c-f956-4d25-a06b-c0b655347823
Ng, Nicholas Beng Hg
d51acaca-4e7a-4e92-b461-1759551ffd21
Michael, Navin
fb8b79bb-696c-480c-8a52-cf5f930c4f30
Cai, Shirong
0d23d2c5-889d-4f33-887f-b52e3d341ba4
Tint, Mya Thway
3aaf54db-4dbd-4d6b-90ae-440a18e381ef
Ooi, Delicia Shu-Qin
bc619b7a-b844-43e4-8e78-9f93d99a3f4c
Tan, Ai Peng
aa74aa67-3429-4b8b-9782-fa3925eaa59b
Tan, Kok Hian
4714c94d-334a-42ad-b879-f3aa3a931def
Shek, Lynette P.
9a77403c-0e0c-4536-a5ad-628ce94b279a
Yap, Fabian
92843bb8-1c32-46d7-a778-92b2e655e533
Chong, Yap-Seng
7043124b-e892-4d4b-8bb7-6d35ed94e136
Eriksson, Johan G.
eb96b1c5-af07-4a52-8a73-7541451d32cd
Chan, Shiao-Yng
3c9d8970-2cc4-430a-86a7-96f6029a5293
Broekman, Birit F.P.
c8933c70-c439-4676-9d4d-2c522f193589
Godfrey, Keith
0931701e-fe2c-44b5-8f0d-ec5c7477a6fd
Pelufo Silveira, Patricia
a7d97f02-967f-410f-9a18-eab0cd17dfc7
Tiemeier, Henning
8b62bc55-3482-4379-a252-c245eae5fb86
Law, Evelyn C.
49ba55c6-ffc3-40a4-9ac4-6c05b5fd7f85
Aris, Izzuddin M.
28b7a24b-ea38-428a-9398-c275731002f2
Lee, Yung Seng
0e28a8d6-3085-4086-9fa1-ac0684783bcf
Ong, Yi Ying
a474cc8c-f956-4d25-a06b-c0b655347823
Ng, Nicholas Beng Hg
d51acaca-4e7a-4e92-b461-1759551ffd21
Michael, Navin
fb8b79bb-696c-480c-8a52-cf5f930c4f30
Cai, Shirong
0d23d2c5-889d-4f33-887f-b52e3d341ba4
Tint, Mya Thway
3aaf54db-4dbd-4d6b-90ae-440a18e381ef
Ooi, Delicia Shu-Qin
bc619b7a-b844-43e4-8e78-9f93d99a3f4c
Tan, Ai Peng
aa74aa67-3429-4b8b-9782-fa3925eaa59b
Tan, Kok Hian
4714c94d-334a-42ad-b879-f3aa3a931def
Shek, Lynette P.
9a77403c-0e0c-4536-a5ad-628ce94b279a
Yap, Fabian
92843bb8-1c32-46d7-a778-92b2e655e533
Chong, Yap-Seng
7043124b-e892-4d4b-8bb7-6d35ed94e136
Eriksson, Johan G.
eb96b1c5-af07-4a52-8a73-7541451d32cd
Chan, Shiao-Yng
3c9d8970-2cc4-430a-86a7-96f6029a5293
Broekman, Birit F.P.
c8933c70-c439-4676-9d4d-2c522f193589
Godfrey, Keith
0931701e-fe2c-44b5-8f0d-ec5c7477a6fd
Pelufo Silveira, Patricia
a7d97f02-967f-410f-9a18-eab0cd17dfc7
Tiemeier, Henning
8b62bc55-3482-4379-a252-c245eae5fb86
Law, Evelyn C.
49ba55c6-ffc3-40a4-9ac4-6c05b5fd7f85
Aris, Izzuddin M.
28b7a24b-ea38-428a-9398-c275731002f2
Lee, Yung Seng
0e28a8d6-3085-4086-9fa1-ac0684783bcf

Ong, Yi Ying, Ng, Nicholas Beng Hg, Michael, Navin, Cai, Shirong, Tint, Mya Thway, Ooi, Delicia Shu-Qin, Tan, Ai Peng, Tan, Kok Hian, Shek, Lynette P., Yap, Fabian, Chong, Yap-Seng, Eriksson, Johan G., Chan, Shiao-Yng, Broekman, Birit F.P., Godfrey, Keith, Pelufo Silveira, Patricia, Tiemeier, Henning, Law, Evelyn C., Aris, Izzuddin M. and Lee, Yung Seng (2025) Associations of fetal and postnatal growth trajectories with child cognition: the GUSTO cohort study. International Journal of Epidemiology, 54 (1), [dyaf012]. (doi:10.1093/ije/dyaf012).

Record type: Article

Abstract

Background: using longitudinal ultrasounds as an improved fetal growth marker, we aimed to investigate if increased postnatal growth following fetal abdominal circumference (AC) growth deceleration is associated with improved child cognition. 

Methods: among 797 term-born singletons in the Growing Up in Singapore Towards healthy Outcomes (GUSTO) cohort, we derived 2nd-3rd trimester fetal AC growth z-score, fetal AC growth deceleration, standardized height, weight, and body mass index (BMI) growth at early infancy (0-4 months), late infancy (4-15 months), toddlerhood (15-37 months), and early childhood (3-7 years), and investigated their associations with intelligence quotient (IQ) at ages 4.5 years (verbal, non-verbal) and 7 years (non-verbal - block design, matrix reasoning), adjusting for socio-demographic and biological confounders. 

Results: among term-born newborns, 23.3% experienced fetal AC growth deceleration, which was associated with lower non-verbal IQ (4.5 years) [β (95% CI), -4.00 (-7.49, -0.51)]. Higher 0-7 years z-BMI gain was associated with lower non-verbal IQ (block design) (7 years) [-1.33 (-2.51, -0.14)]. Higher late infancy z-BMI gain was associated with higher verbal IQ (4.5 years) [3.36 (0.82,5.90)] but lower non-verbal IQ (matrix reasoning) (7 years) [-2.32 (-4.48, -0.17)]. Among those with fetal AC growth deceleration, higher 0-7 years z-weight gain was associated with lower non-verbal IQ (block design) (7 years) (P-interaction =. 049); at z-weight gain of +2 standard deviation score (SDS), those with fetal AC growth deceleration had lower IQ [margins (95% CI), -2.6 (-7.1,1.9)]. On average, children with fetal AC growth deceleration caught up in z-height, z-weight, and z-BMI by 7 years. 

Conclusion: fetal AC growth deceleration was associated with lower cognition scores at preschool age. Increased weight or BMI growth from 0-7 years following fetal AC growth deceleration might not be favorable to cognition among generally well-nourished term-born children.

Text
dyaf012 - Version of Record
Available under License Creative Commons Attribution.
Download (1MB)

More information

Accepted/In Press date: 27 January 2025
Published date: 13 February 2025
Keywords: body mass index, cognition, developmental origins of health and disease, early childhood, fetal growth, growth trajectories, intelligence, neurodevelopment, postnatal growth, weight gain

Identifiers

Local EPrints ID: 501523
URI: http://eprints.soton.ac.uk/id/eprint/501523
ISSN: 0300-5771
PURE UUID: 843fbc2f-c022-49c7-8508-f70c17532a0f
ORCID for Keith Godfrey: ORCID iD orcid.org/0000-0002-4643-0618

Catalogue record

Date deposited: 03 Jun 2025 16:42
Last modified: 22 Aug 2025 01:36

Export record

Altmetrics

Contributors

Author: Yi Ying Ong
Author: Nicholas Beng Hg Ng
Author: Navin Michael
Author: Shirong Cai
Author: Mya Thway Tint
Author: Delicia Shu-Qin Ooi
Author: Ai Peng Tan
Author: Kok Hian Tan
Author: Lynette P. Shek
Author: Fabian Yap
Author: Yap-Seng Chong
Author: Johan G. Eriksson
Author: Shiao-Yng Chan
Author: Birit F.P. Broekman
Author: Keith Godfrey ORCID iD
Author: Patricia Pelufo Silveira
Author: Henning Tiemeier
Author: Evelyn C. Law
Author: Izzuddin M. Aris
Author: Yung Seng Lee

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.

×