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Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 12, Pp 4439-4448 (2020)
Bayesian regression methods that incorporate different mixture priors for marker effects are used in multi-trait genomic prediction. These methods can also be extended to genome-wide association studies (GWAS). In multiple-trait GWAS, incorporating t
Externí odkaz:
https://doaj.org/article/57ff158f174242e787de7a466fdb8c29
Autor:
Motoyuki Ishimori, Hideki Takanashi, Kosuke Hamazaki, Yamato Atagi, Hiromi Kajiya-Kanegae, Masaru Fujimoto, Junichi Yoneda, Tsuyoshi Tokunaga, Nobuhiro Tsutsumi, Hiroyoshi Iwata
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 12, Pp 4565-4577 (2020)
In sorghum [Sorghum bicolor (L.) Moench], hybrid cultivars for the biofuel industry are desired. Along with selection based on testcross performance, evaluation of the breeding population per se is also important for the success of hybrid breeding. I
Externí odkaz:
https://doaj.org/article/efcd5d27426d44ddb7e0b34b66a37d3c
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 12, Pp 4599-4613 (2020)
Externí odkaz:
https://doaj.org/article/a1829675b613420a86b2cd7ce9e58155
Autor:
Mariem Nsibi, Barbara Gouble, Sylvie Bureau, Timothée Flutre, Christopher Sauvage, Jean-Marc Audergon, Jean-Luc Regnard
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 12, Pp 4513-4529 (2020)
Genomic selection (GS) is a breeding approach which exploits genome-wide information and whose unprecedented success has shaped several animal and plant breeding schemes through delivering their genetic progress. This is the first study assessing the
Externí odkaz:
https://doaj.org/article/5337129c735c43138172dd381c318c9c
Autor:
Bárbara D. Bitarello, Iain Mathieson
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 11, Pp 4027-4036 (2020)
Polygenic risk scores (PRS) use the results of genome-wide association studies (GWAS) to predict quantitative phenotypes or disease risk at an individual level, and provide a potential route to the use of genetic data in personalized medical care. Ho
Externí odkaz:
https://doaj.org/article/2b42b0d0913e471091b6a43505ad0670
Autor:
Abelardo Montesinos-López, Humberto Gutierrez-Pulido, Osval Antonio Montesinos-López, José Crossa
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 11, Pp 4083-4102 (2020)
Due to the ever-increasing data collected in genomic breeding programs, there is a need for genomic prediction models that can deal better with big data. For this reason, here we propose a Maximum a posteriori Threshold Genomic Prediction (MAPT) mode
Externí odkaz:
https://doaj.org/article/07695a914c19451a87549730e8987af6
Autor:
Sarah D. Turner-Hissong, Kevin A. Bird, Alexander E. Lipka, Elizabeth G. King, Timothy M. Beissinger, Ruthie Angelovici
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 11, Pp 4227-4239 (2020)
Plant growth, development, and nutritional quality depends upon amino acid homeostasis, especially in seeds. However, our understanding of the underlying genetics influencing amino acid content and composition remains limited, with only a few candida
Externí odkaz:
https://doaj.org/article/78b25bc49226433da293dc69e2f7c3fe
Autor:
Osval Antonio Montesinos-López, José Cricelio Montesinos-López, Pawan Singh, Nerida Lozano-Ramirez, Alberto Barrón-López, Abelardo Montesinos-López, José Crossa
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 11, Pp 4177-4190 (2020)
The paradigm called genomic selection (GS) is a revolutionary way of developing new plants and animals. This is a predictive methodology, since it uses learning methods to perform its task. Unfortunately, there is no universal model that can be used
Externí odkaz:
https://doaj.org/article/9973a996e43c4834a37fa9c27c261107
Publikováno v:
G3: Genes, Genomes, Genetics, Vol 10, Iss 10, Pp 3601-3610 (2020)
Improving fruit quality is an important but challenging breeding goal in winter squash. Squash breeding in general is resource-intensive, especially in terms of space, and the biology of squash makes it difficult to practice selection on both parents
Externí odkaz:
https://doaj.org/article/00e017cf7f254d15afc2601445c72af5