Genetics and learning: How the genes influence educational attainment

D Bueno - Frontiers in psychology, 2019 - frontiersin.org
… variant is associated with the trait analyzed. GWASs typically focus on associations between
single-nucleotide polymorphisms (SNPs), which are the most common type of genetic

Cognitive ability and education: How behavioural genetic research has advanced our knowledge and understanding of their association

M Malanchini, K Rimfeld, AG Allegrini, SJ Ritchie… - Neuroscience & …, 2020 - Elsevier
… A technological advance that assessed hundreds of thousands of DNA differences (single-nucleotide
polymorphisms, SNPs) enabled an atheoretical approach to identify associations …

Single nucleotide polymorphisms (SNPs) in plant genetics and breeding

H Morgil, YC Gercek, I Tulum - … topics in genetic polymorphisms, 2020 - books.google.com
single nucleotide polymorphism. These changes in a single position are used as an effective
genetic … Even creating machine learning models to select true SNPs directly from sequence …

The role of parental genotype in predicting offspring years of education: Evidence for genetic nurture

EA Willoughby, M McGue, WG Iacono… - Molecular …, 2021 - nature.com
… This is enabled by the massively polygenic architecture of many complex outcomes, and that
individual scores based on aggregate single-nucleotide polymorphisms (SNPs) associated

Using DNA to predict educational trajectories in early adulthood.

Z Ayorech, R Plomin, S von Stumm - Developmental psychology, 2019 - psycnet.apa.org
… Methods S1 section in the online supplemental materials for details), genotypic data for
515,100 genotyped or imputed single-nucleotide polymorphisms (SNPs; info = 1) was available. …

Predicting educational achievement from genomic measures and socioeconomic status

S von Stumm, E Smith‐Woolley, Z Ayorech… - Developmental …, 2020 - Wiley Online Library
… able to genotype inexpensively and quickly the most common type of inherited DNA difference,
a difference in a single nucleotide base, called a single-nucleotide polymorphism (SNP). …

[HTML][HTML] Contribution of genome-wide significant single nucleotide polymorphisms in myopia prediction: findings from a 10-year cohort of Chinese twin children

Y Chen, X Han, X Guo, Y Li, J Lee, M He - Ophthalmology, 2019 - Elsevier
Purpose To determine the added predictive ability of genome-wide significant single nucleotide
polymorphisms (SNPs) in refraction prediction in children and investigate the earliest …

A single nucleotide polymorphism genetic risk score to aid diagnosis of coeliac disease: a pilot study in clinical care

SA Sharp, SE Jones, RA Kimmitt… - Alimentary …, 2020 - Wiley Online Library
… discrimination of coeliac disease from controls (ROC-AUC = 0.87-0.89 in validation) across
cohorts of multiple European origins using a genome-wide risk score in a machine learning

[HTML][HTML] Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals

A Okbay, Y Wu, N Wang, H Jayashankar, M Bennett… - … genetics, 2022 - nature.com
… ) of educational attainment (EA) in a sample of ~3 million individuals and identify 3,952
approximately uncorrelated genome-wide-significant single-nucleotide polymorphisms (SNPs). A …

In Silico Tools and Approaches for the Prediction of Functional and Structural Effects of Single-Nucleotide Polymorphisms on Proteins: An Expert Review

M Yazar, P Özbek - OMICS: A Journal of Integrative Biology, 2021 - liebertpub.com
single-nucleotide polymorphisms (sSNPs) and nonsynonymous single-nucleotide polymorphisms
(… There is an integrative machine learning approach that produces an in silico model of …