ZEAMAP, a Comprehensive Database Adapted to the Maize Multi-Omics Era DOI Creative Commons
Songtao Gui, Linfeng Yang, Jianbo Li

et al.

iScience, Journal Year: 2020, Volume and Issue: 23(6), P. 101241 - 101241

Published: June 1, 2020

As one of the most extensively cultivated crops, maize (Zea mays L.) has been studied by researchers and breeders for over a century. With advances in high-throughput detection various omics data, wealth multi-dimensional multi-omics information accumulated its wild relative, teosinte. Integration this potential to accelerate genetic research generate improvements agronomic traits. To end, we constructed ZEAMAP, comprehensive database incorporating multiple reference genomes, annotations, comparative genomics, transcriptomes, open chromatin regions, interactions, high-quality variants, phenotypes, metabolomics, maps, mapping loci, population structures, populational DNA methylation signals within inbred lines. ZEAMAP is user friendly, with ability interactively integrate, visualize, cross-reference different datasets.

Language: Английский

Burning questions for a warming and changing world: 15 unknowns in plant abiotic stress DOI Creative Commons
Paul E. Verslues, Julia Bailey‐Serres, Craig R. Brodersen

et al.

The Plant Cell, Journal Year: 2022, Volume and Issue: 35(1), P. 67 - 108

Published: Aug. 26, 2022

We present unresolved questions in plant abiotic stress biology as posed by 15 research groups with expertise spanning eco-physiology to cell and molecular biology. Common themes of these include the need better understand how plants detect water availability, temperature, salinity, rising carbon dioxide (CO2) levels; environmental signals interface endogenous signaling development (e.g. circadian clock flowering time); this integrated controls downstream responses stomatal regulation, proline metabolism, growth versus defense balance). The plasma membrane comes up frequently a site key transport events mechanosensing lipid-derived signaling, aquaporins). Adaptation extremes CO2 affects hydraulic architecture transpiration, well root shoot morphology, ways not fully understood. Environmental adaptation involves tradeoffs that limit ecological distribution crop resilience face changing increasingly unpredictable environments. Exploration diversity within among species can help us know which represent fundamental limits ones be circumvented bringing new trait combinations together. Better defining what constitutes beneficial resistance different contexts making connections between genes phenotypes, laboratory field observations, are overarching challenges.

Language: Английский

Citations

99

Natural allelic variation of GmST05 controlling seed size and quality in soybean DOI
Zongbiao Duan, Min Zhang, Zhifang Zhang

et al.

Plant Biotechnology Journal, Journal Year: 2022, Volume and Issue: 20(9), P. 1807 - 1818

Published: June 1, 2022

Seed size is one of the most important agronomic traits determining yield crops. Cloning key genes controlling seed and pyramiding their elite alleles will facilitate improvement. To date, few have been identified in soybean, a major crop that provides half plant oil quarter protein globally. Here, through genome-wide association study over 1800 soybean accessions, we determined natural allelic variation at GmST05 (Seed Thickness 05) predominantly controlled thickness germplasm. Further analyses suggested two haplotypes differed significantly transcriptional level. Transgenic experiments demonstrated positively regulated influenced contents, possibly by regulating transcription GmSWEET10a. Population genetic diversity analysis variations were selected during geographical differentiation but not fixed. In summary, determines levels influences quality making it an gene resource for molecular breeding.

Language: Английский

Citations

86

Machine learning bridges omics sciences and plant breeding DOI
Jun Yan, Xiangfeng Wang

Trends in Plant Science, Journal Year: 2022, Volume and Issue: 28(2), P. 199 - 210

Published: Sept. 21, 2022

Language: Английский

Citations

76

Phylogenomic discovery of deleterious mutations facilitates hybrid potato breeding DOI Creative Commons
Yaoyao Wu, Dawei Li, Yong Hu

et al.

Cell, Journal Year: 2023, Volume and Issue: 186(11), P. 2313 - 2328.e15

Published: May 1, 2023

Hybrid potato breeding will transform the crop from a clonally propagated tetraploid to seed-reproducing diploid. Historical accumulation of deleterious mutations in genomes has hindered development elite inbred lines and hybrids. Utilizing whole-genome phylogeny 92 Solanaceae its sister clade species, we employ an evolutionary strategy identify mutations. The deep reveals genome-wide landscape highly constrained sites, comprising ∼2.4% genome. Based on diploid diversity panel, infer 367,499 variants, which 50% occur at non-coding 15% synonymous sites. Counterintuitively, with relatively high homozygous burden can be better starting material for inbred-line development, despite showing less vigorous growth. Inclusion inferred increases genomic-prediction accuracy yield by 24.7%. Our study generates insights into incidence properties their far-reaching consequences breeding.

Language: Английский

Citations

58

Artificial intelligence in plant breeding DOI Creative Commons
Muhammad Amjad Farooq, Shang Gao, Muhammad Adeel Hassan

et al.

Trends in Genetics, Journal Year: 2024, Volume and Issue: 40(10), P. 891 - 908

Published: Aug. 7, 2024

Harnessing cutting-edge technologies to enhance crop productivity is a pivotal goal in modern plant breeding. Artificial intelligence (AI) renowned for its prowess big data analysis and pattern recognition, revolutionizing numerous scientific domains including We explore the wider potential of AI tools various facets breeding, collection, unlocking genetic diversity within genebanks, bridging genotype–phenotype gap facilitate This will enable development cultivars tailored projected future environments. Moreover, also hold promise refining traits by improving precision gene-editing systems predicting effects gene variants on phenotypes. Leveraging AI-enabled breeding can augment efficiency programs holds optimizing cropping at grassroots level. entails identifying optimal inter-cropping crop-rotation models agricultural sustainability field.

Language: Английский

Citations

31

Genomic investigation of 18,421 lines reveals the genetic architecture of rice DOI
Xin Wei, Mengjiao Chen, Q L Zhang

et al.

Science, Journal Year: 2024, Volume and Issue: 385(6704)

Published: July 4, 2024

Understanding how numerous quantitative trait loci (QTL) shape phenotypic variation is an important question in genetics. To address this, we established a permanent population of 18,421 (18K) rice lines with reduced structure. We generated reference-level genome assemblies the founders and genotyped all 18K-rice through whole-genome sequencing. Through high-resolution mapping, 96 high-quality candidate genes contributing to 16 traits were identified, including

Language: Английский

Citations

21

Functional genomics of Brassica napus: Progress, challenges, and perspectives DOI Open Access
Zengdong Tan,

Xu Han,

Cheng Dai

et al.

Journal of Integrative Plant Biology, Journal Year: 2024, Volume and Issue: 66(3), P. 484 - 509

Published: March 1, 2024

ABSTRACT Brassica napus , commonly known as rapeseed or canola, is a major oil crop contributing over 13% to the stable supply of edible vegetable worldwide. Identification and understanding gene functions in B. genome crucial for genomic breeding. A group genes controlling agronomic traits have been successfully cloned through functional genomics studies . In this review, we present an overview progress made including availability germplasm resources, omics databases genes. Based on current progress, also highlight main challenges perspectives field. The advances contribute better genetic basis underlying complex will expedite breeding high quality, resistance yield varieties.

Language: Английский

Citations

19

Climate Change—The Rise of Climate-Resilient Crops DOI Creative Commons
Przemysław Kopeć

Plants, Journal Year: 2024, Volume and Issue: 13(4), P. 490 - 490

Published: Feb. 8, 2024

Climate change disrupts food production in many regions of the world. The accompanying extreme weather events, such as droughts, floods, heat waves, and cold snaps, pose threats to crops. concentration carbon dioxide also increases atmosphere. United Nations is implementing climate-smart agriculture initiative ensure security. An element this project involves breeding climate-resilient crops or plant cultivars with enhanced resistance unfavorable environmental conditions. Modern agriculture, which currently homogeneous, needs diversify species cultivated plants. Plant programs should extensively incorporate new molecular technologies, supported by development field phenotyping techniques. Breeders closely cooperate scientists from various fields science.

Language: Английский

Citations

17

Integrative Multi-Omics Approaches for Identifying and Characterizing Biological Elements in Crop Traits: Current Progress and Future Prospects DOI Open Access

Bing-Liang Fan,

L. CHEN, Lingling Chen

et al.

International Journal of Molecular Sciences, Journal Year: 2025, Volume and Issue: 26(4), P. 1466 - 1466

Published: Feb. 10, 2025

The advancement of multi-omics tools has revolutionized the study complex biological systems, providing comprehensive insights into molecular mechanisms underlying critical traits across various organisms. By integrating data from genomics, transcriptomics, metabolomics, and other omics platforms, researchers can systematically identify characterize elements that contribute to phenotypic traits. This review delves recent progress in applying approaches elucidate genetic, epigenetic, metabolic networks associated with key plants. We emphasize potential these integrative strategies enhance crop improvement, optimize agricultural practices, promote sustainable environmental management. Furthermore, we explore future prospects field, underscoring importance cutting-edge technological advancements need for interdisciplinary collaboration address ongoing challenges. bridging this aims provide a holistic framework advancing research plant biology agriculture.

Language: Английский

Citations

2

Impacts of reproductive systems on grapevine genome and breeding DOI Creative Commons
Hua Xiao, Yue Wang, Wénwén Liú

et al.

Nature Communications, Journal Year: 2025, Volume and Issue: 16(1)

Published: March 3, 2025

Diversified reproductive systems can be observed in the plant kingdom and applied crop breeding; however, their impacts on genomic variation breeding remain unclear. Grapevine (Vitis vinifera L.), a widely planted fruit tree, underwent shift from dioecism to monoecism during domestication involves crossing, self-pollination, clonal propagation for its cultivation. In this study, we discover that types, namely, selfing, cloning, dramatically impact landscapes grapevine based comparative population genetics of wild complex pedigree Pinot Noir. The are divergent, which show interesting patterns purging Hill-Robertson interference. Selfing reduces heterozygosity, while cloning increases it, resulting "double U-shaped" site frequency spectrum (SFS). Crossing conceal selfing purges most deleterious structural burdens. Moreover, close leakage large-effect variations repulsion phases maintains heterozygous regions 4.3% genome after successive nine generations. Our study provides new insights into genetic basis crops by variants integrating beneficial through various systems. Effects Here, authors report types analyses

Language: Английский

Citations

2