Related Experiment Video
Updated: Sep 16, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Associations Between Weight-Related Measurements and Pubertal Markers in Norwegian Girls: The Bergen Growth Study 2
Ingvild Særvold Bruserud1,2, Mathieu Roelants3, Ingvild Halsør Forthun1,4
1Children and Youth Clinic, Haukeland University Hospital, Bergen 5021, Norway.
Context:
Previous studies that have documented the association between puberty and overweight and obesity have typically used body mass index (BMI) as a measure of weight status, and menarche as outcome. Other markers of body weight or pubertal development are less studied.
Objective:
To characterize associations between weight-related anthropometric measurements and pubertal markers in Norwegian girls.
Methods:
A total of 646 schoolgirls aged 6 to 16 years from the Bergen Growth Study 2 were included. Pubertal status was assessed with ultrasound staging of breast development (USB), Tanner pubic hair stage, and menarche. Reproductive hormones were analyzed with liquid chromatography-tandem mass spectrometry and immunoassays. BMI, waist circumference, subscapular skinfolds (SSF), and percentage body fat measured by bioelectrical impedance (%BF) were converted to z-scores to study associations with pubertal status with logistic/linear regression adjusted for age (all pubertal markers) and Cox regression (menarche).
Results:
For all stages of breast development and all weight-related variables, girls with relatively low (< -1z) levels of anthropometric measurements were less likely (age-adjusted odds ratio [AOR] <1) and girls with high z-score levels were more likely (AOR >1) to have reached a particular stage compared to average-weight peers. Comparable associations were found for menarche. Pubarche was not significantly associated with weight-related measurements. Interestingly, serum concentrations of estrogens were lower in pubertal girls (USB2-5) with increasing SSF and %BF z-scores.
Conclusion:
Associations between all included weight-related anthropometric measurements and breast development and menarche, but not pubarche, were found strong and consistent. Our findings indicate complex associations between reproductive hormones and weight status.
Related Concept Videos
Signs of Puberty
Nature and Nurture
Regression Toward the Mean
Anorexia Nervosa
Symptoms and Physical Effects
Individuals with anorexia nervosa commonly exhibit extreme...
Polygenic Traits
Two-Way ANOVA
The two-way ANOVA analysis initially begins by stating the null hypothesis that there is an interaction effect between the two factors of a dataset. This effect can be visualized using line segments formed by joining the...

