Consequences of Gestational Weight Gain:
Outcomes for the mother and child Ellen Aagaard Nohr June 5, 2008 IOM workshop on GWG Guidelines
Danish National Birth Cohort
Aim of this talk! Presentation of our study : “Combined associations of
prepregnancy BMI and gestational weight gain on the outcome of pregnancy” by Nohr EA, Vaeth M, Baker J, Sorensen T, Olsen J, Rasmussen KM. Will be published in this months issue of American Journal of Clinical Nutrition. June 5 2008
IOM workshop on GWG Guidelines
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Danish National Birth Cohort
Aim of the study: To investigate the combined associations of prepregnancy BMI and gestational weight gain with pregnancy outcomes.
To evaluate the trade-offs between mother and infant for different weight gains.
June 5 2008
IOM workshop on GWG Guidelines
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The Danish National Birth Cohort - in short DNBC !!
Danish National Birth Cohort
Still the world’s largest cohort in a pregnant population. 100,000 women and their offspring (1997-2002) Ethnicity ? Caucasian women ! • Only 3.5% of the cohort is not of Scandinavian origin. Prevalence of obesity ? Behind the US, but on the rise !
June 5 2008
IOM workshop on GWG Guidelines
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Antenatal care in Denmark during the study period
Danish National Birth Cohort
Stable, universal and tax paid health care system where more than 99% of women access public prenatal care. GWG recommendations The official Danish Guideline stressed not to be concerned about weight gain. Lack of evidence. ‘No reason for control of weight at every visit!’ Midwives’ reaction: Most continued weighing and documenting weight at every visit. However, not much weight gain advice was given. June 5 2008
IOM workshop on GWG Guidelines
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Data collection in the DNBC
Danish National Birth Cohort
Birth First interview
Second interview
Third interview
Pregnancy
First visit 16 weeks at family doctor
June 5 2008
Infancy
30 weeks
• Blood samples: Women/newborns
Fourth interview
½ year
1½ year
Pregnancy outcomes: • National Discharge Register • The Birth Register
IOM workshop on GWG Guidelines
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Danish National Birth Cohort
Data for study of GWG Second interview
First interview
Pregnancy
First 16 weeks Completed visit at GP by 92%
30 weeks
Third interview
Fourth interview
Infancy
½ year Completed by 70%
1½ year
Inclusion criteria: • Pregnanies ending with term liveborn singletons. • Participation in first and third interview. • Information about ’weight variables’.
Study population: 60,892 pregnancies June 5 2008
IOM workshop on GWG Guidelines
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Material & methods
Danish National Birth Cohort
Self-reported anthropometric variables: Main exposures: Categorised prepregnancy BMI (WHO): • • • •
Underweight: Normal weight: Overweight: Obese:
20 kg
Gestational weight gain
IOM workshop on GWG Guidelines
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Danish National Birth Cohort
Post partum weight change at 6 months 10.00
10.00
Post partum retention ≥ 5 kg Post partum loss ≥ 2 kg
6.2 3.2
2.8
2.3
Odds Ratio
1.9 1.3
1.0
1.00
1.1 1.00
0.5
0.4
0.4 0.3
Under weight
Normal weight
Over weight
0.10
Prepregnancy BMI
Obese
< 10 kg
10 - 15 kg
16 - 19 kg
> 20 kg
0.10
Gestational weight gain
Post partum weight retention was strongly associated with weight gain Chance of post partum weight loss was equally strongly related to BMI and weight gain. June 5 2008
IOM workshop on GWG Guidelines
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Danish National Birth Cohort
Post partum weight change at 6 months 10.00
10.00
Post partum retention ≥ 5 kg Post partum loss ≥ 2 kg
6.2 3.2
2.8
2.3
Odds Ratio
1.9 1.3
1.0
1.00
1.1 1.00
0.5
0.4
0.4 0.3
Under weight
Normal weight
Over weight
0.10
Prepregnancy BMI
Obese
< 10 kg
10 - 15 kg
16 - 19 kg
> 20 kg
0.10
Gestational weight gain
Striking symmetry for the findings related to gestational weight gain June 5 2008
IOM workshop on GWG Guidelines
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Danish National Birth Cohort
Neonatal outcomes 10.00
10.00
Small-for-gestational-age Large-for-gestational-age
Odds Ratio
2.9 1.9
2.6
1.7
1.8
1.00
1.6
1.00
0.7 0.5
0.5
Under weight 0.10
0.7
0.7
Normal weight
Over weight
0.5
Obese
< 10 kg
10 - 15 kg
16 - 19 kg
> 20 kg
0.10
One increases while the other decreases in a beautiful symmetric pattern. June 5 2008
IOM workshop on GWG Guidelines
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Conclusions: Multiplicative models
Danish National Birth Cohort
Prepregnancy BMI was the strongest predictor of the outcomes under study. The contribution of gestational weight gain was modest except for birth weight and post partum weight. Only little interaction between BMI and GWG: Present for birthweight and post partum weight retention • June 5 2008
Judged to be of little clinical importance… IOM workshop on GWG Guidelines
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RESULTS 2 AN ADDITIVE APPROACH:
Comparison of absolute risk differences across BMI groups IOM workshop on GWG Guidelines
Absolute risk: Small-for-gestational-age infant 0.6
Underweight
0.5
0.5
0.4
0.4
↓ 37%
0.3
Adjusted absolute risk
0.6
0.2
0.1
0.1
0.0 Low
Medium
0.6
High
0.0 Very high
Overweight
0.5
0.4
0.4
↓ 9%
Low
0.2
0.1
0.1
0.0
Medium
High
SGA below 10%
0.3
0.2
Especially underweight women should avoid lower gains !
↓ 16%
0.6
0.5
0.3
Normal weight
0.3
0.2
Danish National Birth Cohort
Very high
Obese
↓ 5%
0.0 Low
Medium
High
Very high
Low
Medium
High
Very high
Total weight gain category June 5 2008
Points present risks of a primiparous woman, aged 25-29, height 160-69, non-smoker, workshop onexercise GWGand Guidelines no alcohol consumption,IOM high social status, no 280 days of gestation.
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Absolute risks: Large-for-gestational-age infant and emergency caesarean delivery 0.6
Underweight
0.5
0.5
0.4
0.4
↑~5%
0.3
Adjusted absolute risk
0.6
0.2
0.1
0.1
0.0 Low
Medium
0.6
High
0.0 Very high
Overweight
0.5
0.4
0.4
↑ ~ 6-11 %
0.2
0.1
0.1
0.0
0.0 Very high
Low
Medium
High
Low
Medium
High
Very high
Obese
LGA above 90% Emergency CS
↑ ~ 11–13 %
0.3
0.2
Risk differences increase with increasing BMI !
↑ ~ 6- 7 %
0.6
0.5
0.3
Normal weight
0.3
0.2
Danish National Birth Cohort
Low
Medium
High
Very high
Total weight gain category June 5 2008
Points present risks of a primiparous woman, aged 25-29, height 160-69, non-smoker, workshop onexercise GWGand Guidelines no alcohol consumption,IOM high social status, no 280 days of gestation.
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Absolute risks: Post partum weight retention ≥ 5kg 6 months post partum 0.6
Underweight
0.5
0.5
0.4
0.4
↑ ~ 40 %
0.3
Adjusted absolute risk
0.6
0.2
0.1
0.1
0.0 Medium
0.6
High
0.0 Very high
Overweight
0.5
0.4
0.4
↑ ~ 40 %
0.2
0.1
0.1
0.0
0.0 Medium
Same risk increase with higher gains. Low
Medium
High
PPWR at 6 months
Very high
Obese
Very different clinical relevance…
↑ ~ 40 %
0.3
0.2
Low
↑ ~ 40 %
0.6
0.5
0.3
Normal weight
0.3
0.2
Low
Danish National Birth Cohort
High
Very high
Low
Medium
High
Very high
Total weight gain category June 5 2008
Points present risks of a primiparous woman, aged 25-29, height 160-69, non-smoker, workshop onexercise GWGand Guidelines no alcohol consumption,IOM high social status, no 280 days of gestation.
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Absolute risks: 4 important pregnancy outcomes 0.6
Underweight
Normal weight
0.5
0.5
≥20 kg
0.3
0.3
0.2
0.2
0.1
0.1
0.0
0.0 Very high
Low
Medium
0.6
High
Overweight
0.5
Medium
Low
0.6
0.4
0.4
0.3
0.3 20 kg. Obese women may benefit from low gain < 10 kg.
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IOM workshop on GWG Guidelines
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RESULTS 3: Migration in BMI groups according to GWG
IOM workshop on GWG Guidelines
Danish National Birth Cohort
BMI-migration in underweight women according to GWG 6 months post partum 100%
Prepregnancy BMI
90% 80%
obese 2+3
70%
obese 1
60%
overweight normal weight
50%
underweight
40% 30% 20% 10% 0%
Under weight June 5 2008