Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops

N Budhlakoti, AK Kushwaha, A Rai… - Frontiers in …, 2022 - frontiersin.org
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …

Whole-genome regression and prediction methods applied to plant and animal breeding

G de Los Campos, JM Hickey, R Pong-Wong… - Genetics, 2013 - academic.oup.com
Genomic-enabled prediction is becoming increasingly important in animal and plant
breeding and is also receiving attention in human genetics. Deriving accurate predictions of …

Improving grain yield, stress resilience and quality of bread wheat using large-scale genomics

P Juliana, J Poland, J Huerta-Espino, S Shrestha… - Nature …, 2019 - nature.com
Bread wheat improvement using genomic tools is essential for accelerating trait genetic
gains. Here we report the genomic predictabilities of 35 key traits and demonstrate the …

[HTML][HTML] Breeding schemes for the implementation of genomic selection in wheat (Triticum spp.)

FM Bassi, AR Bentley, G Charmet, R Ortiz, J Crossa - Plant Science, 2016 - Elsevier
In the last decade the breeding technology referred to as 'genomic selection'(GS) has been
implemented in a variety of species, with particular success in animal breeding. Recent …

Genomic selection in plant breeding: from theory to practice

JL Jannink, AJ Lorenz, H Iwata - Briefings in functional …, 2010 - academic.oup.com
We intuitively believe that the dramatic drop in the cost of DNA marker information we have
experienced should have immediate benefits in accelerating the delivery of crop varieties …

Sorghum breeding in the genomic era: opportunities and challenges

H Hao, Z Li, C Leng, C Lu, H Luo, Y Liu, X Wu… - Theoretical and Applied …, 2021 - Springer
Key message The importance and potential of the multi-purpose crop sorghum in global
food security have not yet been fully exploited, and the integration of the state-of-art …

Genomic selection in plant breeding: knowledge and prospects

AJ Lorenz, S Chao, FG Asoro, EL Heffner… - Advances in …, 2011 - Elsevier
Abstract “Genomic selection,” the ability to select for even complex, quantitative traits based
on marker data alone, has arisen from the conjunction of new high-throughput marker …

Genomic selection accuracy using multifamily prediction models in a wheat breeding program

EL Heffner, JL Jannink, ME Sorrells - The Plant Genome, 2011 - Wiley Online Library
Genomic selection (GS) uses genome‐wide molecular marker data to predict the genetic
value of selection candidates in breeding programs. In plant breeding, the ability to produce …

Bias in genomic predictions for populations under selection

ZG Vitezica, I Aguilar, I Misztal, A Legarra - Genetics Research, 2011 - cambridge.org
Prediction of genetic merit or disease risk using genetic marker information is becoming a
common practice for selection of livestock and plant species. For the successful application …

Large-scale sequestration of atmospheric carbon via plant roots in natural and agricultural ecosystems: why and how

DB Kell - Philosophical Transactions of the Royal Society …, 2012 - royalsocietypublishing.org
The soil holds twice as much carbon as does the atmosphere, and most soil carbon is
derived from recent photosynthesis that takes carbon into root structures and further into …