PNAS NexusGeneticsPeer-reviewed journal article
The production of within-family inequality: Insights and implications of integrating genetic data
Jason M. FletcheriD, Yuchang WuiD, Zijie ZhaoiD, Qiongshi LuiD
Abstract
The integration of genetic data within large-scale social and health surveys provides new opportunities to test long standing theories of parental investments in children and within-family inequality. Genetic predictors, called polygenic scores, allow novel assessments of young childrens abilities that are uncontaminated by parental investments, and family-based samples allow indirect tests of whether childrens abilities are reinforced or compensated. We use over 16,000 sibling pairs from the UK Biobank to test whether the relative ranking of siblings polygenic scores for educational attainment is consequential for actual attainments. We find strong evidence of compensatory processes, on average, where the association between genotype and phenotype of educational attainment is reduced by over 20% for the higher-ranked sibling compared to the lower-ranked sibling. These effects are most pronounced in high socioeconomic status areas. We find no evidence that similar processes hold in the case of height or for relatives who are not full biological siblings (e.g. cousins). Our results provide a new use of polygenic scores to understand processes that generate within-family inequalities and also suggest important caveats to causal interpretations the effects of polygenic scores using siblingdifference designs.
- organism: human
- assay: GWAS summary statistics
- research focus: benchmarking
- approach: statistical model
- Citations
- 28
- FWCI
- 6.46
- Field percentile
- top 4%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Interpreting Polygenic Score Effects in Sibling Analysis
Jason M. Fletcher, Yuchang Wu, … Qiongshi Lu·PLoS ONEPeer-reviewed·Feb 15, 2024
- Separating Measured Genetic and Environmental Effects: Evidence Linking Parental Genotype and Adopted Child Outcomes
Benjamin W. Domingue, Jason M. Fletcher·Behavior GeneticsPeer-reviewed·Apr 29, 2020
- Estimating effects of parents' cognitive and non-cognitive skills on offspring education using polygenic scores
Perline Demange, Jouke‐Jan Hottenga, … Rosa Cheesman·Nature CommunicationsPeer-reviewed·Aug 23, 2022
- Estimation of parental effects using polygenic scores
Jared V. Balbona, Yongkang Kim, Matthew C. Keller·Behavior GeneticsPeer-reviewed·Jan 2, 2021
- Can education be personalised using pupils' genetic data?
Tim Morris, Neil M Davies, George Davey Smith·eLifePeer-reviewed·Mar 9, 2020
- Comparison of adopted and non-adopted individuals reveals gene-environment interplay for education in the UK Biobank
Rosa Cheesman, Avina K. Hunjan, … Gerome D. Breen·Psychological SciencePeer-reviewed·Apr 17, 2020