ArticlePlant communications2024
Oryza CLIMtools: A genome-environment association resource reveals adaptive roles for heterotrimeric G proteins in the regulation of rice agronomic traits.
Article in Plant communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed, 15 citations in OpenAlex.
- Empowering Plant Biotechnology Research: Super-Pangenomes as a Novel Arsenal for Crop Breeding and Improvement.Molecular biotechnology · 2026Review
- Allelic variation in UVR8 modulates thermotolerance-yield tradeoffs in plants.Cell research · 2026Article
- OsCPK9-mediated Thr105 phosphorylation activates OsCATC to enhance drought tolerance in rice.Journal of advanced research · 2026Article
- Gramene 2025: expanded comparative genomics and pathway resources, integrated search, and pan-genome portals for crop research.Nucleic acids research · 2026Article
- Genomics-assisted breeding for designing salinity-smart future crops.Plant biotechnology journal · 2025Review
- GrameneOryza: a comprehensive resource for Oryza genomes, genetic variation, and functional data.Database : the journal of biological databases and curation · 2025Article
- The developments and prospects of plant super-pangenomes: Demands, approaches, and applications.Plant communications · 2025Review
- Influence of expression and purification protocols on Gα biochemical activity: kinetics of plant and mammalian G protein cycles.Frontiers in molecular biosciences · 2025Article
- GPCR-like Protein ZmCOLD1 Regulate Plant Height in an ABA Manner.International journal of molecular sciences · 2024Article
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4 authors at 1 institution in 1 country.
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Abstract
Modern crop varieties display a degree of mismatch between their current distributions and the suitability of the local climate for their productivity. To address this issue, we present Oryza CLIMtools (https://gramene.org/CLIMtools/oryza_v1.0/), the first resource for pan-genome prediction of climate-associated genetic variants in a crop species. Oryza CLIMtools consists of interactive web-based databases that enable the user to (1) explore the local environments of traditional rice varieties (landraces) in South-East Asia and (2) investigate the environment by genome associations for 658 Indica and 283 Japonica rice landrace accessions collected from georeferenced local environments and included in the 3K Rice Genomes Project. We demonstrate the value of these resources by identifying an interplay between flowering time and temperature in the local environment that is facilitated by adaptive natural variation in OsHD2 and disrupted by a natural variant in OsSOC1. Prior quantitative trait locus analysis has suggested the importance of heterotrimeric G proteins in the control of agronomic traits. Accordingly, we analyzed the climate associations of natural variants in the different heterotrimeric G protein subunits. We identified a coordinated role of G proteins in adaptation to the prevailing potential evapotranspiration gradient and revealed their regulation of key agronomic traits, including plant height and seed and panicle length. We conclude by highlighting the prospect of targeting heterotrimeric G proteins to produce climate-resilient crops.
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