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Is childhood body fatness an early marker of ovarian cancer risk?
L’Espérance, K.1,2 O’Loughlin, J.1,2 Koushik, A.1,2
1 Carrefour de l’innovation, Université de Montréal Hospital Research Centre, Montréal, Québec
2Department of Social and Preventive Medicine, Université de Montréal School of Public Health, Montréal, Québec
At 5 years old
At 10 years old
ORs (95% CI)1
ORs (95% CI)1
All EOC
1.08 (0.98-1.19)
1.07 (0.97-1.18)
Borderline cancers (n=134)
0.96 (0.82-1.13)
0.97 (0.83-1.13)
Invasive cancers (n=363)
1.13 (1.02-1.26)
1.11 (1.00-1.23)
Type I (n=102)
1.16 (0.96-1.39)
1.17 (0.98-1.39)
Type II (n=261)
1.12 (1.00-1.26)
1.09 (0.97-1.22)
2. Objective
1. Background
To determine the association between childhood body fatness and
the risk of epithelial ovarian cancer (EOC), overall and according
to subtypes (i.e. tumour behaviour and histology).
3. Study design
vRecalled body shape at ages 5 and 10 years, based on the
Collins scale (Figure 1), represented childhood body fatness.
vChildhood body fatness was analyzed as a continuous variable
(per increment of one unit).
Figure 1. Measurement of childhood body shape (adapted from Collins, 1991)
Table 1. Adjusted ORs and 95%CI for childhood body fatness in relation to
overall, borderline, and invasive EOC
All models included 902 controls. 1Adjusted for age, number of full-term pregnancies, duration of oral
contraceptive use, and highest level of education.
6. Results
vIncreasing childhood body fat did not increase the risk of
EOC overall (Table 1).
vFor invasive EOC, positive associations were suggested,
but not for borderline EOC where null associations were
observed (Table 1).
Figure 2. Multivariate odds ratio (95% confidence intervals) for the
relation between childhood body fatness and EOC risk, by tumour
behaviour and histologic subtypes.
vBody fatness in childhood was not associated with borderline
serous or mucinous cancers, nor with invasive mucinous
cancers (Figure 2).
vFor serous and endometrioid invasive cancers, increasing
body fatness in childhood was associated with an increasing
risk. (Figure 2).
7. Discussion
vThis research suggests that childhood may be an important
period in ovarian cancer carcinogenesis.
vExcess body fat in children represents a plausible early
target for ovarian cancer prevention.
11. References
[1] Brenner, D. R., Weir, H. K., Demers, A. A., Ellison, L. F., Louzado, C., Shaw, A., . . . Canadian Cancer Statistics
Advisory, C. (2020). Projected estimates of cancer in Canada in 2020. CMAJ, 192(9), E199-E205.
doi:10.1503/cmaj.191292
[2] Henderson, J. T., Webber, E. M., & Sawaya, G. F. (2018). Screening for Ovarian Cancer: Updated Evidence
Report and Systematic Review for the US Preventive Services Task Force. JAMA, 319(6), 595-606.
doi:10.1001/jama.2017.21421
[3] World Cancer Research Fund/American Institute for Cancer Research. (2018). Diet, nutrition, physical activity
and ovarian cancer. Retrieved from https://www.wcrf.org/sites/default/files/Ovarian-cancer-report.pdf
[4] Collins, M. E. (1991). Body figure perceptions and preferences among preadolescent children. International
Journal of Eating Disorders, 10(2), 199-208.
[5] Koushik, A., Grundy, A., Abrahamowicz, M., Arseneau, J., Gilbert, L., Gotlieb, W. H., . . . Siemiatycki, J. (2017).
Hormonal and reproductive factors and the risk of ovarian cancer. Cancer Causes Control, 28(5), 393-403.
[6] Must, A., Willett, W. C., & Dietz, W. H. (1993). Remote recall of childhood height, weight, and body build by
elderly subjects. Am J Epidemiol, 138(1), 56-64.
10. Funding
vExpert panels have stated that body fatness is probably a cause
of ovarian cancer. This conclusion is based on the
epidemiological evidence suggesting a weak positive association.
vHowever, past studies may have been limited in observing a
stronger association because:
1Most studies measured body fatness in late adulthood,
possibly having excluded the etiologically relevant period for
ovarian cancer.
2Few studies have examined associations by tumour behaviour
and/or histology, which would not take into account the
heterogeneity of ovarian cancers, and possible differences in
association with body fatness
vBody fatness influences hormone levels during all stages of the
life course in women; we hypothesize that excess body fatness in
childhood may be pertinent as a risk factor for ovarian cancer. 9. Directed acyclic graph
4. Assessment and definition of childhood
body fatness
5. Analysis
vUnconditional logistic regression was used to estimate the
adjusted odds ratio (OR) and the 95% confidence interval
(95%CI) for EOC overall.
vMultivariate polytomous logistic regression was used to
estimate the adjusted ORs and the 95%CI by EOC subtypes.
vCovariates were selected using an evidence-based directed
acyclic graph (Figure 3). All models were adjusted for age,
number of full-term pregnancies, duration of oral contraceptive
use and highest level of education.
8. Conclusion
vIn this population-based study, factors affecting participation
(i.e. age and education) were accounted for (Figure 3).
vRecall of childhood factors may be difficult, but recall of body
shapes could be easier to recall than body weight.
vOther potential confounders were identified in the DAG (Figure
3), but uncontrolled confounding is possible.
Figure 3. DAG for the direct association between childhood body fatness
and ovarian cancer risk. The minimal sufficient adjustment set included
age, number of full-term pregnancies, duration of oral contraceptive use
and highest level of education.
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