Application of artificial intelligence models and optimization algorithms in plant cell and tissue culture

M Hesami, AMP Jones - Applied Microbiology and Biotechnology, 2020 - Springer
Artificial intelligence (AI) models and optimization algorithms (OA) are broadly employed in
different fields of technology and science and have recently been applied to improve …

Plant chromosome engineering–past, present and future

H Puchta, A Houben - New Phytologist, 2024 - Wiley Online Library
Spontaneous chromosomal rearrangements (CRs) play an essential role in speciation,
genome evolution and crop domestication. To be able to use the potential of CRs for …

LightGBM: accelerated genomically designed crop breeding through ensemble learning

J Yan, Y Xu, Q Cheng, S Jiang, Q Wang, Y **ao, C Ma… - Genome biology, 2021 - Springer
LightGBM is an ensemble model of decision trees for classification and regression
prediction. We demonstrate its utility in genomic selection-assisted breeding with a large …

Generation of paternal haploids in wheat by genome editing of the centromeric histone CENH3

J Lv, K Yu, J Wei, H Gui, C Liu, D Liang, Y Wang… - Nature …, 2020 - nature.com
New breeding technologies accelerate germplasm improvement and reduce the cost of
goods in seed production,–. Many such technologies could use in vivo paternal haploid …

Genome editing in cereal crops: an overview

JM Matres, J Hilscher, A Datta, V Armario-Nájera… - Transgenic …, 2021 - Springer
Genome-editing technologies offer unprecedented opportunities for crop improvement with
superior precision and speed. This review presents an analysis of the current state of …

A DMP-triggered in vivo maternal haploid induction system in the dicotyledonous Arabidopsis

Y Zhong, B Chen, M Li, D Wang, Y Jiao, X Qi, M Wang… - Nature plants, 2020 - nature.com
Doubled haploid technology using inducer lines carrying mutations in Zm PLA1/MTL/NLD
and Zm DMP,,–has revolutionized traditional maize breeding. Zm PLA1/MTL/NLD is …

Puzzling out plant reproduction by haploid induction for innovations in plant breeding

NMA Jacquier, LM Gilles, DE Pyott, JP Martinant… - Nature Plants, 2020 - nature.com
Mixing maternal and paternal genomes in embryos is not only responsible for the
evolutionary success of sexual reproduction, but is also a cornerstone of plant breeding …

Haploid induction by a maize cenh3 null mutant

N Wang, JI Gent, RK Dawe - Science Advances, 2021 - science.org
The production of haploids is an important first step in creating many new plant varieties.
One approach used in Arabidopsis involves crossing plants expressing different forms of …

Strategies for accelerating genetic gains in crop plants: special focus on speed breeding

S Gudi, P Kumar, S Singh, MJ Tanin… - Physiology and molecular …, 2022 - Springer
Feeding 10 billion people sustainably by 2050 in the era of slow genetic progress has
spurred urgent calls to bring more crops per unit time. Over the last century, crop …

[HTML][HTML] Embryo rescue in plant breeding

U Rogo, M Fambrini, C Pugliesi - Plants, 2023 - mdpi.com
Embryo rescue (ER) techniques are among the oldest and most successful in vitro tissue
culture protocols used with plant species. ER refers to a series of methods that promote the …