Reconstruction of networks with direct and indirect genetic effects
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 …
indirect effects, ie, through genetic effects on other traits, affecting the trait of interest. This …
Inferring causal phenotype networks from segregating populations
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 …
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 …
studies or linkage mapping—associated with key traits segregate amidst a background of …
Searching for recursive causal structures in multivariate quantitative genetics mixed models
Biology is characterized by complex interactions between phenotypes, such as recursive
and simultaneous relationships between substrates and enzymes in biochemical systems …
and simultaneous relationships between substrates and enzymes in biochemical systems …
Unraveling additive from nonadditive effects using genomic relationship matrices
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 …
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
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 …
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 …
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
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 …
of quantitative trait loci (QTL). We consider genetic mediation analysis of triplets—sets of …
Modeling causality for pairs of phenotypes in system genetics
Current efforts in systems genetics have focused on the development of statistical
approaches that aim to disentangle causal relationships among molecular phenotypes in …
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 …
gene action involving two alleles per locus. Such model is adequate for mapping …