Advancing designer crops for climate resilience through an integrated genomics approach.
Climate change
Crop improvement
Crop phenomics
Crop wild relatives
Enviromics
Gene editing
Genome selection
Machine learning
Pangenome
Journal
Current opinion in plant biology
ISSN: 1879-0356
Titre abrégé: Curr Opin Plant Biol
Pays: England
ID NLM: 100883395
Informations de publication
Date de publication:
06 2022
06 2022
Historique:
received:
13
08
2021
revised:
15
03
2022
accepted:
25
03
2022
pubmed:
1
5
2022
medline:
9
6
2022
entrez:
30
4
2022
Statut:
ppublish
Résumé
Climate change and exponential population growth are exposing an immediate need for developing future crops that are highly resilient and adaptable to changing environments to maintain global food security in the next decade. Rigorous selection from long domestication history has rendered cultivated crops genetically disadvantaged, raising concerns in their ability to adapt to these new challenges and limiting their usefulness in breeding programmes. As a result, future crop improvement efforts must rely on integrating various genomic strategies ranging from high-throughput sequencing to machine learning, in order to exploit germplasm diversity and overcome bottlenecks created by domestication, expansive multi-dimensional phenotypes, arduous breeding processes, complex traits and big data.
Identifiants
pubmed: 35489163
pii: S1369-5266(22)00049-8
doi: 10.1016/j.pbi.2022.102220
pii:
doi:
Types de publication
Journal Article
Review
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
102220Informations de copyright
Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this article.