RT Journal Article SR Electronic T1 The Genetics of Participation: Method and Analysis JF bioRxiv FD Cold Spring Harbor Laboratory SP 2022.02.11.480067 DO 10.1101/2022.02.11.480067 A1 Benonisdottir, Stefania A1 Kong, Augustine YR 2022 UL http://biorxiv.org/content/early/2022/02/14/2022.02.11.480067.abstract AB Participation in a genetic study likely has a genetic component. Identifying such component is difficult as we cannot compare genetic information of participants with non-participants directly, the latter being unavailable. Here, we show that alleles that are more common in participants than non-participants would be further enriched in genetic segments shared by two related participants. Genome-wide analysis was performed by comparing allele frequencies in shared and not-shared genetic segments of first-degree relative pairs of the UK Biobank. A polygenic score constructed from that analysis, in non-overlapping samples, is associated with educational attainment (P = 2.1 × 10−52), body mass index (P = 1.5 × 10−19), and participation in a dietary study (P = 6.9 × 10−21). Further analysis shows that inclination to participate is a behavioural trait in its own right, and not simply a consequence of other established phenotypes. Understanding the basis of this trait is important for data analyses and the design of future surveys, genetic or otherwise.Competing Interest StatementThe authors have declared no competing interest.