Back

Early indicators of child obesity to aid future clinical trials for lifecycle obesity prevention

Wang, C. A.; Connor, K. L.; Mohammadkhani, S.; Lye, S. J.; Mori, T. A.; Beilin, L. J.; Pennell, C. E.

2026-05-18 pediatrics
10.64898/2026.05.13.26353150 medRxiv
Show abstract

Background: 39M children worldwide are overweight or have obesity, accelerating risk for adult non-communicable diseases. Presently, interventions to prevent obesity have had limited success due to poor timing and lack of personalisation. Objective: We aimed to identify early-life predictors of childhood obesity (ChOB) that could aid targeting specific population subsets for obesity prevention interventional studies. Methods: Data were from the Raine Study Gen2 participants (n=1494). Anthropometric and genetic predictors evaluated included birthweight (BW), early-life BMI (1-3 years), and three polygenic scores (PGS) [two BW-PGSs (BW-PGS2016 and BW-PGS2019) and a ChOB-PGS], developed from BW and ChOB genome-wide-association-studies, respectively. Multivariate analyses were performed to investigate associations between predictors and child-BMI (5-, 8-, 10-years). Results: BW-PGS2019 associate with child-BMI at 5-years. BW-PGS2016 was not associated with child-BMI. Remaining predictors positively associate with child-BMI at 5-, 8- and 10-years (p<0.001). Early-life BMI, ChOB-PGS and BW accounted for up to 38.7%, 5.8% and 3.4% of the variability in child-BMI, respectively. Conclusions: Our data suggest early-life BMI is a better predictor of child-BMI than ChOB-PGS, and BW, accounting for up to ten-fold more variance in child-BMI. Future interventional studies to mitigate obesity could target early-life BMI as a marker to identify children at the highest risk.

Matching journals

The top 2 journals account for 50% of the predicted probability mass.

1
International Journal of Obesity
29 papers in training set
Top 0.1%
39.7%
2
Obesity
21 papers in training set
Top 0.1%
11.1%
50% of probability mass above
3
Appetite
18 papers in training set
Top 0.1%
9.8%
4
PLOS Medicine
110 papers in training set
Top 0.3%
5.5%
5
BMJ Paediatrics Open
24 papers in training set
Top 0.2%
2.8%
6
Nature Communications
5641 papers in training set
Top 42%
2.1%
7
Journal of Affective Disorders
92 papers in training set
Top 1.0%
2.0%
8
PLOS ONE
5266 papers in training set
Top 46%
2.0%
9
Frontiers in Pediatrics
32 papers in training set
Top 0.5%
1.7%
10
Scientific Reports
3612 papers in training set
Top 53%
1.7%
11
Public Health Nutrition
15 papers in training set
Top 0.3%
1.7%
12
BMC Medicine
176 papers in training set
Top 3%
1.5%
13
BMC Public Health
158 papers in training set
Top 4%
1.1%
14
Nutrients
67 papers in training set
Top 1%
1.1%
15
BMJ Open
601 papers in training set
Top 13%
0.8%
16
Twin Research and Human Genetics
11 papers in training set
Top 0.2%
0.8%
17
Human Reproduction
20 papers in training set
Top 0.3%
0.8%
18
Pharmaceutics
24 papers in training set
Top 0.7%
0.8%
19
Public Health
36 papers in training set
Top 0.9%
0.8%
20
American Journal of Physiology-Endocrinology and Metabolism
36 papers in training set
Top 0.5%
0.8%
21
JAMA Network Open
130 papers in training set
Top 4%
0.8%
22
Journal of Cachexia, Sarcopenia and Muscle
33 papers in training set
Top 0.7%
0.6%