Scientific Reports · 2022 · 23 citations · 22 references
Life SciencesBiostatisticsGeneticsCausal InferenceGenetic EpidemiologyHuman GeneticsCausal Inference In GeneticsGene-environment InteractionGenetic CorrelationHeritabilityTobacco EpidemiologyTwin StudiesCausal Effect IdentificationFixed Effects RegressionIntra-pair Difference AnalysisNatural Experiment EvaluationSocial BackgroundTwin DesignsTwin Pair DiscordanceTwin Study Heritability
We tested the causality between education and smoking using the natural experiment of discordant twin pairs allowing to optimally control for background genetic and childhood social factors. Data from 18 cohorts including 10,527 monozygotic (MZ) and same-sex dizygotic (DZ) twin pairs discordant for education and smoking were analyzed by linear fixed effects regression models. Within twin pairs, education levels were lower among the currently smoking than among the never smoking co-twins and this education difference was larger within DZ than MZ pairs. Similarly, education levels were higher among former smoking than among currently smoking co-twins, and this difference was larger within DZ pairs. Our results support the hypothesis of a causal effect of education on both current smoking status and smoking cessation. However, the even greater intra-pair differences within DZ pairs, who share only 50% of their segregating genes, provide evidence that shared genetic factors also contribute to these associations.
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Mohammad H. Forouzanfar, Ashkan Afshin, Lily Alexander et al. · The Lancet · 2016 · 7.8K citations · Full text
Marissa B Reitsma, Nancy Fullman, Marie Ng et al. · The Lancet · 2017 · 2.1K citations · Full text
Public Health, Population Health Sciences, Preventive Medicine +17
The nature of nurture: Effects of parental genotypes
Augustine Kong, Michael L. Frigge, Bjarni J. Vilhjálmsson et al. · Science · 2018 · 1K citations
Life Sciences, Genetics, Psychology +17