Results 91 to 100 of about 246,153 (184)
Universality and predictability in molecular quantitative genetics [PDF]
Molecular traits, such as gene expression levels or protein binding affinities, are increasingly accessible to quantitative measurement by modern high-throughput techniques. Such traits measure molecular functions and, from an evolutionary point of view, are important as targets of natural selection. We review recent developments in evolutionary theory
arxiv
Four additional mouse crosses improve the lipid QTL landscape and identify Lipg as a QTL gene[S]
To identify genes controlling plasma HDL and triglyceride levels, quantitative trait locus (QTL) analysis was performed in one backcross, (NZO/H1Lt × NON/LtJ) × NON/LtJ, and three intercrosses, C57BL/6J × DBA/2J, C57BL/6J × C3H/HeJ, and NZB/B1NJ × NZW ...
Zhiguang Su+6 more
doaj
Inferring genotype-phenotype maps using attention models [PDF]
Predicting phenotype from genotype is a central challenge in genetics. Traditional approaches in quantitative genetics typically analyze this problem using methods based on linear regression. These methods generally assume that the genetic architecture of complex traits can be parameterized in terms of an additive model, where the effects of loci are ...
arxiv
Expression Quantitative Trait Locus of Wood Formation-Related Genes in Salix suchowensis. [PDF]
Chen L+6 more
europepmc +1 more source
StarBASE-GP: Biologically-Guided Automated Machine Learning for Genotype-to-Phenotype Association Analysis [PDF]
We present the Star-Based Automated Single-locus and Epistasis analysis tool - Genetic Programming (StarBASE-GP), an automated framework for discovering meaningful genetic variants associated with phenotypic variation in large-scale genomic datasets. StarBASE-GP uses a genetic programming-based multi-objective optimization strategy to evolve machine ...
arxiv
Statistical power in genome-wide association studies and quantitative trait locus mapping
Meiyue Wang, Shizhong Xu
semanticscholar +1 more source
Placental expression quantitative trait loci in an East Asian population
Summary: Expression quantitative trait loci (eQTL) analysis measures the contribution of genetic variation in gene expression on complex traits. Although this methodology has been used to examine gene regulation in numerous human tissues, eQTL research ...
Jaeyong Choi+12 more
doaj