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Updated: Jan 11, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Disease Patterns Across the Life Course by Childhood BMI Group
Julie Aarestrup1, Elisabeth W Andersen1, Dorthe C Pedersen1
1Center for Clinical Research and Prevention, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark.
Insights
Childhood obesity is linked to more hospital diagnoses by age 60, especially for females. Disease patterns generally align across childhood body mass index (BMI) categories, except for adult overweight and obesity.
Area of Science:
- Pediatric Endocrinology
- Public Health
- Epidemiology
Background:
- Childhood body mass index (BMI) is a critical factor influencing long-term health outcomes.
- Previous research primarily focused on the association between childhood BMI and single disease risks.
- Understanding sex-specific disease patterns across the lifespan based on childhood BMI is crucial for preventative strategies.
Purpose of the Study:
- To investigate sex-specific patterns of disease diagnoses from ages 15 to 60 years based on childhood BMI.
- To determine if childhood BMI influences the cumulative incidence of various diseases throughout adulthood.
Main Methods:
- Utilized data from 112,952 children (born 1962-1996) from the Copenhagen School Health Records Register.
- Classified childhood BMI at age 7 into underweight, normal weight, overweight, or obesity categories.
- Calculated sex-specific cumulative incidences for the 50 most frequent hospital-based diseases up to age 60.
Main Results:
- Individuals with childhood obesity exhibited the highest mean number of hospital diagnoses by age 60 (18.2 in females, 15.1 in males).
- Adult overweight/obesity was the most frequent diagnosis before age 60 in childhood obesity groups (36.4% females, 11.8% males).
- Minor variations in other disease diagnoses were observed across different childhood BMI categories.
Conclusions:
- Childhood obesity is associated with a significantly higher burden of hospital-based diagnoses by age 60.
- Disease patterns throughout life course show limited variation by childhood BMI, with the exception of adult overweight and obesity.
- These findings highlight the importance of addressing childhood obesity to mitigate long-term health consequences.
Objective:
Most studies have investigated how childhood BMI impacts risks of single diseases. We investigated whether sex-specific patterns of disease diagnoses from ages 15 to 60 years differed by childhood BMI.
Methods:
We included 112,952 children (55,603 girls) from the Copenhagen School Health Records Register, born 1962-1996, with measured weights and heights. BMI at 7 years was classified as underweight (4.3%), normal weight (83.1%), overweight (9.2%), or obesity (3.5%). Hospital-based diagnoses came from national registers. Sex-specific cumulative incidences were calculated for the 50 most frequent diseases per BMI group.
Results:
Individuals with childhood obesity had the highest estimated mean number of hospital-based diagnoses by age 60, 18.2 (95% CI: 16.9-19.5) in females and 15.1 (13.8-16.4) in males. Corresponding estimates for normal weight were 14.7 (14.5-14.9) in females and 11.7 (11.5-11.8) in males. Among females and males with obesity in childhood, the most common diagnosis before age 60 years was adult overweight/obesity (36.4% and 11.8%, respectively). There were only minor differences for other diseases by childhood BMI categories.
Conclusions:
Adults with obesity in childhood had the highest number of hospital-based diagnoses. Disease patterns across the life course were generally similar by childhood BMI groups apart from adult overweight and obesity.
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