eprintid: 10059131 rev_number: 16 eprint_status: archive userid: 608 dir: disk0/10/05/91/31 datestamp: 2018-10-22 11:08:45 lastmod: 2021-12-20 23:43:11 status_changed: 2018-10-22 11:08:45 type: article metadata_visibility: show creators_name: Smith-Woolley, ED creators_name: Ayorech, Z creators_name: Dale, P creators_name: von Stumm, S creators_name: Plomin, R title: The genetics of university success ispublished: pub divisions: UCL divisions: B16 divisions: B14 note: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. abstract: University success, which includes enrolment in and achievement at university, as well as quality of the university, have all been linked to later earnings, health and wellbeing. However, little is known about the causes and correlates of differences in university-level outcomes. Capitalizing on both quantitative and molecular genetic data, we perform the first genetically sensitive investigation of university success with a UK-representative sample of 3,000 genotyped individuals and 3,000 twin pairs. Twin analyses indicate substantial additive genetic influence on university entrance exam achievement (57%), university enrolment (51%), university quality (57%) and university achievement (46%). We find that environmental effects tend to be non-shared, although the shared environment is substantial for university enrolment. Furthermore, using multivariate twin analysis, we show moderate to high genetic correlations between university success variables (0.27–0.76). Analyses using DNA alone also support genetic influence on university success. Indeed, a genome-wide polygenic score, derived from a 2016 genome-wide association study of years of education, predicts up to 5% of the variance in each university success variable. These findings suggest young adults select and modify their educational experiences in part based on their genetic propensities and highlight the potential for DNA-based predictions of real-world outcomes, which will continue to increase in predictive power. date: 2018-10-18 date_type: published publisher: Nature Publishing Group official_url: https://doi.org/10.1038/s41598-018-32621-w oa_status: green full_text_type: pub language: eng primo: open primo_central: open_green article_type_text: Article verified: verified_manual elements_id: 1595641 doi: 10.1038/s41598-018-32621-w lyricists_name: Smith-Woolley, Emily lyricists_id: ESMIA08 actors_name: Smith-Woolley, Emily actors_id: ESMIA08 actors_role: owner full_text_status: public publication: Scientific Reports volume: 8 article_number: 14579 issn: 2045-2322 citation: Smith-Woolley, ED; Ayorech, Z; Dale, P; von Stumm, S; Plomin, R; (2018) The genetics of university success. Scientific Reports , 8 , Article 14579. 10.1038/s41598-018-32621-w <https://doi.org/10.1038/s41598-018-32621-w>. Green open access document_url: https://discovery.ucl.ac.uk/id/eprint/10059131/1/s41598-018-32621-w.pdf