Results 21 to 30 of about 523,747 (178)

Accuracy and responses of genomic selection on key traits in apple breeding [PDF]

, 2016
open13siThe application of genomic selection in fruit tree crops is expected to enhance breeding efficiency by increasing prediction accuracy, increasing selection intensity and decreasing generation interval.

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Maximum a posteriori Threshold Genomic Prediction Model for Ordinal Traits

G3: Genes, Genomes, Genetics, 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.
Abelardo Montesinos-López, Humberto Gutierrez-Pulido, Osval Antonio Montesinos-López, José Crossa   +3 more
doaj   +1 more source

Integration and mining of malaria molecular, functional and pharmacological data: how far are we from a chemogenomic knowledge space? [PDF]

, 2006
The organization and mining of malaria genomic and post-genomic data is highly motivated by the necessity to predict and characterize new biological targets and new drugs. Biological targets are sought in a biological space designed from the genomic data
Bastien, Olivier, Birkholtz, Lyn-Marie, Breton, Vincent, Grando, Delphine, Hofmann-Apitius, Martin, Jacq, Nicolas, Joubert, Fourie, Kasam, Vinod, Louw, Abraham I, Maréchal, Eric, Ortet, Philippe, Roy, Sylvaine, Saïdani, Nadia, Wells, Gordon, Zimmermann, Marc   +14 more
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Genomic Prediction of 16 Complex Disease Risks Including Heart Attack, Diabetes, Breast and Prostate Cancer

Scientific Reports, 2019
We construct risk predictors using polygenic scores (PGS) computed from common Single Nucleotide Polymorphisms (SNPs) for a number of complex disease conditions, using L1-penalized regression (also known as LASSO) on case-control data from UK Biobank ...
Louis Lello, Timothy G. Raben, Soke Yuen Yong, Laurent C. A. M. Tellier, Stephen D. H. Hsu   +4 more
doaj   +1 more source

Το λογισμικό SpatialAnalyzer & εφαρμογές του σε προβλήματα βιομηχανικής γεωδαισίας [PDF]

, 2014
This paper reports a first study exploring genomic prediction for adaptation of sorghum [Sorghum bicolor (L.) Moench] to drought-stress (D-ET) and nonstress (W-ET) environment types.
Atlin G. N., Borrell A. K., Bustos‐Korts D., Bustos‐Korts D., Butler D. G., Colleen H. Hunt, Cooper M., Cuevas J., David R. Jordan, Eeuwijk F. A., Eeuwijk F. A., Emma S. Mace, Fred A. Eeuwijk, Julio G. Velazco, Lehermeier C., Lopez‐Cruz M., Melchinger A. E., Oakey H., Rodríguez‐Álvarez M. X., Sukumaran S., Zhang Y.   +20 more
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Haplotype analysis of genomic prediction by incorporating genomic pathway information based on high-density SNP marker in Chinese yellow-feathered chicken

Poultry Science, 2023
: Genomic selection using single nucleotide polymorphism (SNP) markers is now intensively investigated in breeding and has been widely utilized for genetic improvement.
Haoqiang Ye, Zhenqiang Xu, Semiu Folaniyi Bello, Qianghui Zhu, Shaofen Kong, Ming Zheng, Xiang Fang, Xinzheng Jia, Haiping Xu, Xiquan Zhang, Qinghua Nie   +10 more
doaj   +1 more source

Multi-Trait Multi-Environment Genomic Prediction of Agronomic Traits in Advanced Breeding Lines of Winter Wheat

Frontiers in Plant Science, 2021
Genomic prediction is a promising approach for accelerating the genetic gain of complex traits in wheat breeding. However, increasing the prediction accuracy (PA) of genomic prediction (GP) models remains a challenge in the successful implementation of ...
Harsimardeep S. Gill, Jyotirmoy Halder, Jinfeng Zhang, Navreet K. Brar, Teerath S. Rai, Cody Hall, Amy Bernardo, Paul St Amand, Guihua Bai, Eric Olson, Shaukat Ali, Brent Turnipseed, Sunish K. Sehgal   +12 more
doaj   +1 more source

Structured Matrix Completion with Applications to Genomic Data Integration [PDF]

, 2015
Matrix completion has attracted significant recent attention in many fields including statistics, applied mathematics and electrical engineering. Current literature on matrix completion focuses primarily on independent sampling models under which the ...
Cai, T. Tony, Cai, Tianxi, Zhang, Anru
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A classic approach for determining genomic prediction accuracy under terminal drought stress and well-watered conditions in wheat landraces and cultivars.

PLoS ONE, 2021
The present study aimed to improve the accuracy of genomic prediction of 16 agronomic traits in a diverse bread wheat (Triticum aestivum L.) germplasm under terminal drought stress and well-watered conditions in semi-arid environments.
Morteza Shabannejad, Mohammad-Reza Bihamta, Eslam Majidi-Hervan, Hadi Alipour, Asa Ebrahimi   +4 more
doaj   +1 more source

Genomic prediction in CIMMYT maize and wheat breeding programs [PDF]

, 2013
Genomic selection (GS) has been implemented in animal and plant species, and is regarded as a useful tool for accelerating genetic gains. Varying levels of genomic prediction accuracy have been obtained in plants, depending on the prediction problem ...
BA McKinney, BJ Hayes, C Riedelsheimer, D Bonnett, D Gianola, D Gianola, D Habier, D Wang, D Wang, EL Heffner, G de los Campos, G de los Campos, HD Daetwyler, J Burgueño, J Burgueño, J Burgueño, J Burgueño, J Cerón-Rojas, J Crossa, J Crossa, J Crossa, J Hickey, JM Gonzalez-Camacho, JM Hickey, K Mathews, L Ornella, L Ornella, ME Goddard, P Pérez, P Pérez, P Pérez, PM VanRaden, PM VanRaden, PM VanRaden, R Babu, R Bernardo, R Bernardo, RE Lorenzana, S Dreisigacker, T Hastie, T Park, THE Meuwissen, VS Windhausen, X Zhang, Y Li, Y Zhao, YM Zhang   +46 more
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