Reconstruction of networks with direct and indirect genetic effects

W Kruijer, P Behrouzi, D Bustos-Korts… - Genetics, 2020 - academic.oup.com
Genetic variance of a phenotypic trait can originate from direct genetic effects, or from
indirect effects, ie, through genetic effects on other traits, affecting the trait of interest. This …

Inferring causal phenotype networks from segregating populations

E Chaibub Neto, CT Ferrara, AD Attie, BS Yandell - Genetics, 2008 - academic.oup.com
A major goal in the study of complex traits is to decipher the causal interrelationships among
correlated phenotypes. Current methods mostly yield undirected networks that connect …

Complex traits and candidate genes: estimation of genetic variance components across multiple genetic architectures

MJ Feldmann, G Covarrubias-Pazaran… - G3: Genes, Genomes …, 2023 - academic.oup.com
Large-effect loci—those statistically significant loci discovered by genome-wide association
studies or linkage mapping—associated with key traits segregate amidst a background of …

Searching for recursive causal structures in multivariate quantitative genetics mixed models

BD Valente, GJM Rosa, G de Los Campos, D Gianola… - Genetics, 2010 - academic.oup.com
Biology is characterized by complex interactions between phenotypes, such as recursive
and simultaneous relationships between substrates and enzymes in biochemical systems …

Unraveling additive from nonadditive effects using genomic relationship matrices

PR Muñoz, MFR Resende Jr, SA Gezan… - Genetics, 2014 - academic.oup.com
The application of quantitative genetics in plant and animal breeding has largely focused on
additive models, which may also capture dominance and epistatic effects. Partitioning …

Assumptions and properties of limiting pathway models for analysis of epistasis in complex traits

S Stringer, EM Derks, RS Kahn, WG Hill, NR Wray - PLoS One, 2013 - journals.plos.org
For most complex traits, results from genome-wide association studies show that the
proportion of the phenotypic variance attributable to the additive effects of individual SNPs …

[PDF][PDF] Coherent estimates of genetic effects with missing information

C Nettelblad, Ö Calrobrg, A Pino-Querido… - Open Journal of …, 2012 - file.scirp.org
Genetic effect estimates for loci detected in quantitative trait locus (QTL) mapping
experiments depend upon two factors. First, they are parameterizations of the genotypic …

The trouble with triples: Examining the impact of measurement error in mediation analysis

MS Gastonguay, GR Keele, GA Churchill - Genetics, 2023 - academic.oup.com
Mediation analysis is used in genetic mapping studies to identify candidate gene mediators
of quantitative trait loci (QTL). We consider genetic mediation analysis of triplets—sets of …

Modeling causality for pairs of phenotypes in system genetics

EC Neto, AT Broman, MP Keller, AD Attie, B Zhang… - Genetics, 2013 - academic.oup.com
Current efforts in systems genetics have focused on the development of statistical
approaches that aim to disentangle causal relationships among molecular phenotypes in …

Functional and statistical genetic effects with multiple alleles

RC Yang, JM Álvarez-Castro - 2008 - era.library.ualberta.ca
Mapping quantitative trait loci (QTL) is often based on a functional or statistical model of
gene action involving two alleles per locus. Such model is adequate for mapping …