Comparison of the Accuracy of Epistasis and Haplotype Models for Genomic Prediction of Seven Human Phenotypes
The accuracy of predicting seven human phenotypes of 3657–7564 individuals using global epistasis effects was evaluated and compared to the accuracy of haplotype genomic prediction using 380,705 SNPs and 10-fold cross-validation studies. The seven human phenotypes were the normality transformed high...
Main Authors: | Zuoxiang Liang, Dzianis Prakapenka, Yang Da |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-10-01
|
Series: | Biomolecules |
Subjects: | |
Online Access: | https://www.mdpi.com/2218-273X/13/10/1478 |
Similar Items
-
Multifactorial methods integrating haplotype and epistasis effects for genomic estimation and prediction of quantitative traits
by: Yang Da, et al.
Published: (2022-10-01) -
GVCHAP: A Computing Pipeline for Genomic Prediction and Variance Component Estimation Using Haplotypes and SNP Markers
by: Dzianis Prakapenka, et al.
Published: (2020-04-01) -
Impact of epistasis effects on the accuracy of predicting phenotypic values of residual feed intake in U. S Holstein cows
by: Zuoxiang Liang, et al.
Published: (2022-11-01) -
Genomic prediction with haplotype blocks in wheat
by: Yohannes Fekadu Difabachew, et al.
Published: (2023-05-01) -
A Large-Scale Genome-Wide Association Study of Epistasis Effects of Production Traits and Daughter Pregnancy Rate in U.S. Holstein Cattle
by: Dzianis Prakapenka, et al.
Published: (2021-07-01)