Literature DB >> 25387231

One hundred years of statistical developments in animal breeding.

Daniel Gianola1, Guilherme J M Rosa.   

Abstract

Statistical methodology has played a key role in scientific animal breeding. Approximately one hundred years of statistical developments in animal breeding are reviewed. Some of the scientific foundations of the field are discussed, and many milestones are examined from historical and critical perspectives. The review concludes with a discussion of some future challenges and opportunities arising from the massive amount of data generated by livestock, plant, and human genome projects.

Entities:  

Keywords:  animal breeding; complex traits; quantitative genetics; selective breeding; statistical methodology

Mesh：

Year:  2014        PMID： 25387231     DOI： 10.1146/annurev-animal-022114-110733

Source DB:  PubMed          Journal:  Annu Rev Anim Biosci        ISSN： 2165-8102            Impact factor:   8.923


  22 in total

1.  Epistasis and covariance: how gene interaction translates into genomic relationship.

Authors:  Johannes W R Martini; Valentin Wimmer; Malena Erbe; Henner Simianer
Journal:  Theor Appl Genet       Date:  2016-02-16       Impact factor: 5.699

2.  Integration of single nucleotide variants and whole-genome DNA methylation profiles for classification of rheumatoid arthritis cases from controls.

Authors:  Mahmoud Amiri Roudbar; Mohammad Reza Mohammadabadi; Ahmad Ayatollahi Mehrgardi; Rostam Abdollahi-Arpanahi; Mehdi Momen; Gota Morota; Fernando Brito Lopes; Daniel Gianola; Guilherme J M Rosa
Journal:  Heredity (Edinb)       Date:  2020-03-03       Impact factor: 3.821

Review 3.  Asthma and the Missing Heritability Problem: Necessity for Multiomics Approaches in Determining Accurate Risk Profiles.

Authors:  Tracy Augustine; Mohammad Ameen Al-Aghbar; Moza Al-Kowari; Meritxell Espino-Guarch; Nicholas van Panhuys
Journal:  Front Immunol       Date:  2022-05-25       Impact factor: 8.786

4.  Incorporating Omics Data in Genomic Prediction.

Authors:  Johannes W R Martini; Ning Gao; José Crossa
Journal:  Methods Mol Biol       Date:  2022

5.  Enviromics in breeding: applications and perspectives on envirotypic-assisted selection.

Authors:  Rafael T Resende; Hans-Peter Piepho; Guilherme J M Rosa; Orzenil B Silva-Junior; Fabyano F E Silva; Marcos Deon V de Resende; Dario Grattapaglia
Journal:  Theor Appl Genet       Date:  2020-09-22       Impact factor: 5.699

6.  Genome-Assisted Prediction of Quantitative Traits Using the R Package sommer.

Authors:  Giovanny Covarrubias-Pazaran
Journal:  PLoS One       Date:  2016-06-06       Impact factor: 3.240

7.  Cross-Validation Without Doing Cross-Validation in Genome-Enabled Prediction.

Authors:  Daniel Gianola; Chris-Carolin Schön
Journal:  G3 (Bethesda)       Date:  2016-10-13       Impact factor: 3.154

8.  Genetic evaluation of a selective breeding program for common carp Cyprinus carpio conducted from 2004 to 2014.

Authors:  Zaijie Dong; Nguyen Hong Nguyen; Wenbin Zhu
Journal:  BMC Genet       Date:  2015-07-29       Impact factor: 2.797

9.  Incorporating parent-of-origin effects in whole-genome prediction of complex traits.

Authors:  Yaodong Hu; Guilherme J M Rosa; Daniel Gianola
Journal:  Genet Sel Evol       Date:  2016-04-18       Impact factor: 4.297

10.  Genomic Prediction Accounting for Residual Heteroskedasticity.

Authors:  Zhining Ou; Robert J Tempelman; Juan P Steibel; Catherine W Ernst; Ronald O Bates; Nora M Bello
Journal:  G3 (Bethesda)       Date:  2015-11-12       Impact factor: 3.154
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