Cargando…

Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences

Genome-wide association (GWA) studies have uncovered DNA variants associated with individual differences in general cognitive ability (g), but these are far from capturing heritability estimates obtained from twin studies. A major barrier to finding more of this ‘missing heritability’ is assessment–...

Descripción completa

Detalles Bibliográficos
Autores principales: Malanchini, Margherita, Rimfeld, Kaili, Gidziela, Agnieszka, Cheesman, Rosa, Allegrini, Andrea G., Shakeshaft, Nicholas, Schofield, Kerry, Packer, Amy, Ogden, Rachel, McMillan, Andrew, Ritchie, Stuart J., Dale, Philip S., Eley, Thalia C., von Stumm, Sophie, Plomin, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872983/
https://www.ncbi.nlm.nih.gov/pubmed/34599278
http://dx.doi.org/10.1038/s41380-021-01300-0
_version_ 1784657365846458368
author Malanchini, Margherita
Rimfeld, Kaili
Gidziela, Agnieszka
Cheesman, Rosa
Allegrini, Andrea G.
Shakeshaft, Nicholas
Schofield, Kerry
Packer, Amy
Ogden, Rachel
McMillan, Andrew
Ritchie, Stuart J.
Dale, Philip S.
Eley, Thalia C.
von Stumm, Sophie
Plomin, Robert
author_facet Malanchini, Margherita
Rimfeld, Kaili
Gidziela, Agnieszka
Cheesman, Rosa
Allegrini, Andrea G.
Shakeshaft, Nicholas
Schofield, Kerry
Packer, Amy
Ogden, Rachel
McMillan, Andrew
Ritchie, Stuart J.
Dale, Philip S.
Eley, Thalia C.
von Stumm, Sophie
Plomin, Robert
author_sort Malanchini, Margherita
collection PubMed
description Genome-wide association (GWA) studies have uncovered DNA variants associated with individual differences in general cognitive ability (g), but these are far from capturing heritability estimates obtained from twin studies. A major barrier to finding more of this ‘missing heritability’ is assessment––the use of diverse measures across GWA studies as well as time and the cost of assessment. In a series of four studies, we created a 15-min (40-item), online, gamified measure of g that is highly reliable (alpha = 0.78; two-week test-retest reliability = 0.88), psychometrically valid and scalable; we called this new measure Pathfinder. In a fifth study, we administered this measure to 4,751 young adults from the Twins Early Development Study. This novel g measure, which also yields reliable verbal and nonverbal scores, correlated substantially with standard measures of g collected at previous ages (r ranging from 0.42 at age 7 to 0.57 at age 16). Pathfinder showed substantial twin heritability (0.57, 95% CIs = 0.43, 0.68) and SNP heritability (0.37, 95% CIs = 0.04, 0.70). A polygenic score computed from GWA studies of five cognitive and educational traits accounted for 12% of the variation in g, the strongest DNA-based prediction of g to date. Widespread use of this engaging new measure will advance research not only in genomics but throughout the biological, medical, and behavioural sciences.
format Online
Article
Text
id pubmed-8872983
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-88729832022-03-15 Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences Malanchini, Margherita Rimfeld, Kaili Gidziela, Agnieszka Cheesman, Rosa Allegrini, Andrea G. Shakeshaft, Nicholas Schofield, Kerry Packer, Amy Ogden, Rachel McMillan, Andrew Ritchie, Stuart J. Dale, Philip S. Eley, Thalia C. von Stumm, Sophie Plomin, Robert Mol Psychiatry Article Genome-wide association (GWA) studies have uncovered DNA variants associated with individual differences in general cognitive ability (g), but these are far from capturing heritability estimates obtained from twin studies. A major barrier to finding more of this ‘missing heritability’ is assessment––the use of diverse measures across GWA studies as well as time and the cost of assessment. In a series of four studies, we created a 15-min (40-item), online, gamified measure of g that is highly reliable (alpha = 0.78; two-week test-retest reliability = 0.88), psychometrically valid and scalable; we called this new measure Pathfinder. In a fifth study, we administered this measure to 4,751 young adults from the Twins Early Development Study. This novel g measure, which also yields reliable verbal and nonverbal scores, correlated substantially with standard measures of g collected at previous ages (r ranging from 0.42 at age 7 to 0.57 at age 16). Pathfinder showed substantial twin heritability (0.57, 95% CIs = 0.43, 0.68) and SNP heritability (0.37, 95% CIs = 0.04, 0.70). A polygenic score computed from GWA studies of five cognitive and educational traits accounted for 12% of the variation in g, the strongest DNA-based prediction of g to date. Widespread use of this engaging new measure will advance research not only in genomics but throughout the biological, medical, and behavioural sciences. Nature Publishing Group UK 2021-10-01 2021 /pmc/articles/PMC8872983/ /pubmed/34599278 http://dx.doi.org/10.1038/s41380-021-01300-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access 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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Malanchini, Margherita
Rimfeld, Kaili
Gidziela, Agnieszka
Cheesman, Rosa
Allegrini, Andrea G.
Shakeshaft, Nicholas
Schofield, Kerry
Packer, Amy
Ogden, Rachel
McMillan, Andrew
Ritchie, Stuart J.
Dale, Philip S.
Eley, Thalia C.
von Stumm, Sophie
Plomin, Robert
Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
title Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
title_full Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
title_fullStr Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
title_full_unstemmed Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
title_short Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
title_sort pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872983/
https://www.ncbi.nlm.nih.gov/pubmed/34599278
http://dx.doi.org/10.1038/s41380-021-01300-0
work_keys_str_mv AT malanchinimargherita pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT rimfeldkaili pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT gidzielaagnieszka pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT cheesmanrosa pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT allegriniandreag pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT shakeshaftnicholas pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT schofieldkerry pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT packeramy pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT ogdenrachel pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT mcmillanandrew pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT ritchiestuartj pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT dalephilips pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT eleythaliac pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT vonstummsophie pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences
AT plominrobert pathfinderagamifiedmeasuretointegrategeneralcognitiveabilityintothebiologicalmedicalandbehaviouralsciences