Inferring genotype-phenotype maps using attention models [PDF]
arXivPredicting 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
Power of quantitative trait locus mapping for polygenic binary traits using generalized and regression interval mapping in multi-family half-sib designs [PDF]
, 2000 Haja N. Kadarmideen +2 more
openalex +1 more source
Bean rust resistance in the Guatemalan climbing bean germplasm collection
Legume Science, Volume 4, Issue 4, December 2022., 2022 Abstract Common bean (Phaseolus vulgaris L.) is the main source of protein, fiber, and iron for Guatemala's poorest households. Bean rust (caused by Uromyces appendiculatus (Pers) Unger) can reduce seed yield up to 100%. There is limited information about U. appendiculatus virulence diversity in Guatemala, especially in the mid‐altitude highlands.
Luz de María A. Montejo Domínguez +5 more
wiley +1 more source
Honey Bee Breeding and Breed: Advancements, Challenges, and Prospects
Animal Research and One Health, EarlyView.Our work clarifies concepts related to honey bee classification, reviews traditional and modern breeding techniques, explores advancements in molecular breeding, prospects gene‐editing tools, and advocates for integrated breeding strategies to ensure the long‐term sustainability and vitality of honey bee populations amid declining managed populations ...
Zheguang Lin +5 more
wiley +1 more source
Removing the Sampling Restrictions from Family-Based Tests of Association for a Quantitative-Trait Locus [PDF]
, 2000 Stephanie A. Monks, N. Kaplan
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Shennong 1 Chicken 40K Liquid Chip: Advancing Genetic Research in Chinese Indigenous Chickens
Animal Research and One Health, EarlyView.Based on comprehensive genomic data of Chinese indigenous chickens, we developed a specialized genotyping array for this population. Comparative analyses with published mainstream arrays and evaluations, including genetic assessment of diverse chicken types and gene mining analyses, demonstrated its superior applicability to Chinese indigenous chickens.
Chaoqun Gao +14 more
wiley +1 more source
Expression Quantitative Trait Locus of Wood Formation-Related Genes in Salix suchowensis. [PDF]
Int J Mol Sci, 2023 Chen L +6 more
europepmc +1 more source
Selective Genotyping With Epistasis Can Be Utilized for a Major Quantitative Trait Locus Mapping in Hypertension in Rats [PDF]
, 2000 Yoichi Ohno +8 more
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Arthritis &Rheumatology, EarlyView.Objective The sparse effector “omnigenic” hypothesis postulates that the polygenic effects of common single nucleotide polymorphisms (SNPs) on a typical complex trait are mediated by trans effects that coalesce on expression of a relatively sparse set of core genes.
Athina Spiliopoulou +9 more
wiley +1 more source
Threshold and power for Quantitative Trait Locus detection
, 2010 We propose several new methods to calculate threshold and power for Quantitative Trait Locus (QTL) detection. They are based on asymptotic theoretical results presented in Rabier et al. (2009) . The asymptotic validity is checked by simulations. The methods proposed are fast and easy to implement.
Rabier, Charles-Elie +3 more
openaire +2 more sources