Candidate gene-environment interaction research: reflections and recommendations.
dc.contributor.author | Dick, Danielle M | |
dc.contributor.author | Agrawal, Arpana | |
dc.contributor.author | Keller, Matthew C | |
dc.contributor.author | Adkins, Amy | |
dc.contributor.author | Aliev, Fazil | |
dc.contributor.author | Monroe, Scott | |
dc.contributor.author | Hewitt, John K | |
dc.contributor.author | Kendler, Kenneth S | |
dc.contributor.author | Sher, Kenneth J | |
dc.date.accessioned | 2023-01-23T20:04:36Z | |
dc.date.available | 2023-01-23T20:04:36Z | |
dc.identifier.citation | Dick DM, Agrawal A, Keller MC, Adkins A, Aliev F, Monroe S, Hewitt JK, Kendler KS, Sher KJ. Candidate gene-environment interaction research: reflections and recommendations. Perspect Psychol Sci. 2015 Jan;10(1):37-59. doi: 10.1177/1745691614556682. PMID: 25620996; PMCID: PMC4302784. | en_US |
dc.identifier.eissn | 1745-6924 | |
dc.identifier.doi | 10.1177/1745691614556682 | |
dc.identifier.pmid | 25620996 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12648/8138 | |
dc.description.abstract | Studying how genetic predispositions come together with environmental factors to contribute to complex behavioral outcomes has great potential for advancing the understanding of the development of psychopathology. It represents a clear theoretical advance over studying these factors in isolation. However, research at the intersection of multiple fields creates many challenges. We review several reasons why the rapidly expanding candidate gene-environment interaction (cG×E) literature should be considered with a degree of caution. We discuss lessons learned about candidate gene main effects from the evolving genetics literature and how these inform the study of cG×E. We review the importance of the measurement of the gene and environment of interest in cG×E studies. We discuss statistical concerns with modeling cG×E that are frequently overlooked. Furthermore, we review other challenges that have likely contributed to the cG×E literature being difficult to interpret, including low power and publication bias. Many of these issues are similar to other concerns about research integrity (e.g., high false-positive rates) that have received increasing attention in the social sciences. We provide recommendations for rigorous research practices for cG×E studies that we believe will advance its potential to contribute more robustly to the understanding of complex behavioral phenotypes. | |
dc.language.iso | en | en_US |
dc.relation.url | https://journals.sagepub.com/doi/10.1177/1745691614556682 | en_US |
dc.rights | © The Author(s) 2014. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | G×E | en_US |
dc.subject | candidate genes | en_US |
dc.subject | genetics | en_US |
dc.subject | gene–environment interaction | en_US |
dc.title | Candidate gene-environment interaction research: reflections and recommendations. | en_US |
dc.type | Article/Review | en_US |
dc.source.journaltitle | Perspectives on psychological science : a journal of the Association for Psychological Science | en_US |
dc.source.volume | 10 | |
dc.source.issue | 1 | |
dc.source.beginpage | 37 | |
dc.source.endpage | 59 | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.source.country | United States | |
dc.description.version | AM | en_US |
refterms.dateFOA | 2023-01-23T20:04:36Z | |
html.description.abstract | Studying how genetic predispositions come together with environmental factors to contribute to complex behavioral outcomes has great potential for advancing the understanding of the development of psychopathology. It represents a clear theoretical advance over studying these factors in isolation. However, research at the intersection of multiple fields creates many challenges. We review several reasons why the rapidly expanding candidate gene-environment interaction (cG×E) literature should be considered with a degree of caution. We discuss lessons learned about candidate gene main effects from the evolving genetics literature and how these inform the study of cG×E. We review the importance of the measurement of the gene and environment of interest in cG×E studies. We discuss statistical concerns with modeling cG×E that are frequently overlooked. Furthermore, we review other challenges that have likely contributed to the cG×E literature being difficult to interpret, including low power and publication bias. Many of these issues are similar to other concerns about research integrity (e.g., high false-positive rates) that have received increasing attention in the social sciences. We provide recommendations for rigorous research practices for cG×E studies that we believe will advance its potential to contribute more robustly to the understanding of complex behavioral phenotypes. | |
dc.description.institution | SUNY Downstate | en_US |
dc.description.department | Henri Begleiter Neurodynamics Laboratory | en_US |
dc.description.degreelevel | N/A | en_US |
dc.identifier.journal | Perspectives on psychological science : a journal of the Association for Psychological Science |