ArticleBMJ (Clinical research ed.)2009
The association between BMI and mortality using offspring BMI as an indicator of own BMI: large intergenerational mortality study.
Article in BMJ (Clinical research ed.), 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
56 citing papers in PubMed, 4 syntheses or guidelines pooled it, 129 citations in OpenAlex.
- Minimally invasive intraperitoneal onlay mesh plus (IPOM +) repair versus enhanced-view totally extraperitoneal (e-TEP) repair for ventral hernias: a systematic review and meta-analysis.Surgical endoscopy · 2025Pooled it
- Body-mass index and all-cause mortality: individual-participant-data meta-analysis of 239 prospective studies in four continents.Lancet (London, England) · 2016 · on this mapPooled it
- Is the adiposity-associated FTO gene variant related to all-cause mortality independent of adiposity? Meta-analysis of data from 169,551 Caucasian adults.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2015Pooled it
- Adiposity as a cause of cardiovascular disease: a Mendelian randomization study.International journal of epidemiology · 2015Pooled it
- Missing Data in Trial-Based Cost-Effectiveness Analysis: The Journey Continues.PharmacoEconomics · 2026Review
- Gender-Specific Depression-Anxiety Symptom Networks and the Impact of Weight Status: Insights From a Large-Scale Study.PsyCh journal · 2026Article
- Associations Between Food Insecurity and Child BMI: Cross-Sectional Versus Longitudinal Mediational Analysis of Maternal Weight-Related Parenting Practices and Concerns.Maternal and child health journal · 2025Article
- An instrumental variable analysis of body mass index and risk of long-term sick leave: the HUNT Study, Norway.European journal of epidemiology · 2025Article
- Exploring the effect of pre-clinical Alzheimer's disease on blood pressure using Mendelian randomisation and parental dementia as an instrumental variable in UK Biobank.BMC medicine · 2025Article
- The association between body roundness index and mortality in diabetes.BMC cardiovascular disorders · 2025Article
- Association between BMI and outcomes in critically ill patients: an analysis of the MIMIC-III database.Scientific reports · 2024Article
- The healthcare costs of increased body mass index-evidence from The Trøndelag Health Study.Health economics review · 2024Article
- Causal models and causal modelling in obesity: foundations, methods and evidence.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2023Review
- Comparison of intergenerational instrumental variable analyses of body mass index and mortality in UK Biobank.International journal of epidemiology · 2023Article
- Mothers of small-bodied children and fathers of vigorous sons live longer.Frontiers in public health · 2023Article
- The association between weight-adjusted-waist index and abdominal aortic calcification in adults aged ≥ 40 years: results from NHANES 2013-2014.Scientific reports · 2022Article
- Instrumental variable analysis using offspring BMI in childhood as an indicator of parental BMI in relation to mortality.Scientific reports · 2021Article
- Mendelian Randomization analysis of the causal effect of adiposity on hospital costs.Journal of health economics · 2020Article
- Effect of Obesity and Other Risk Factors on Hypertension among Women of Reproductive Age in Ghana: An Instrumental Variable Probit Model.International journal of environmental research and public health · 2019Article
- Variation of all-cause and cause-specific mortality with body mass index in one million Swedish parent-son pairs: An instrumental variable analysis.PLoS medicine · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
objectivesTo obtain valid estimates of the association between body mass index (BMI) and mortality by using offspring BMI as an instrumental variable for own BMI.
designCohort study based on record linkage, with 50 years of follow-up for mortality. Associations of offspring BMI with all cause and cause specific maternal and paternal mortality were estimated as hazard ratios per standard deviation of offspring BMI.
settingA large intergenerational prospective population based database covering the general population of Sweden.
participantsMore than one million Swedish parent-son pairs.
resultsThe final dataset analysed contained information on 1 018 012 mother-son pairs (122 677 maternal deaths) and 1 004 617 father-son pairs (242 126 paternal deaths). For some causes of death, the patterns of associations between offspring BMI and mortality were similar to those seen for own BMI and mortality in previous studies. Parental mortality from diabetes, coronary heart disease, and kidney cancer had the strongest positive associations with offspring BMI (for example, hazard ratio (HR) for coronary heart disease per standard deviation increase in offspring BMI for mothers 1.15, 95% CI 1.14 to 1.17 and for fathers 1.10, 1.09 to 1.11). However, in contrast to the inverse association of own BMI with lung cancer and respiratory disease mortality seen in other studies, there was a positive association between offspring BMI and lung cancer mortality in mothers (1.12, 1.09 to 1.15) and fathers (1.03, 1.02 to 1.05) and between offspring BMI and respiratory mortality in mothers (1.05, 1.02 to 1.08) and fathers (1.02, 1.00 to 1.04). Associations of own BMI and offspring BMI with all cause, cardiovascular disease related, and non-cardiovascular disease related mortality were compared in a subset of father-son pairs (n=72 815). When offspring BMI was used as an instrumental variable for paternal BMI, the causal association between BMI and paternal cardiovascular disease mortality (HR per standard deviation of BMI 1.82, 95% CI 1.17 to 2.83) was stronger than that indicated by the directly observed association between own BMI and cardiovascular disease mortality (1.45, 1.31 to 1.61).
conclusionsUse of offspring BMI as a predictor of own BMI, a technique that avoids problems of reverse causality, suggests that positive associations of BMI with all cause and cardiovascular mortality may be underestimated in conventional observational studies. Use of offspring BMI instead of own BMI in analyses of respiratory disease and lung cancer mortality, for which previous studies have reported consistent and strong inverse associations with own BMI, suggests that such studies have overstated the apparent adverse consequences of lower BMI with respect to these outcomes.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.