A Natural Major Module Confers the Trade-Off between Phenotypic Mean and Plasticity of Grain Chalkiness in Rice
Juncheng Zhang1,2,3, Yu Du1,2, Pengkun Xu1,2
1National Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research (Wuhan), Huazhong Agricultural University, Wuhan, 430070, China.
Advanced Science (Weinheim, Baden-Wurttemberg, Germany)
|August 23, 2025
Summary
Modern crop breeding faces a challenge balancing trait improvement with environmental adaptability. This study reveals distinct genetic controls for grain chalkiness mean and plasticity, identifying key genes for optimizing both in crop improvement.
Area of Science:
- Plant genetics
- Crop breeding
- Molecular biology
Background:
- A key challenge in crop breeding is the trade-off between improving a trait's average performance and its adaptability to environmental changes.
- Grain chalkiness, a crucial quality trait in cereals, is highly sensitive to environmental conditions, yet the mechanisms governing its mean-plasticity trade-off are poorly understood.
- Modern breeding practices have led to a decline in the phenotypic plasticity of grain chalkiness.
Purpose of the Study:
- To investigate the genetic and molecular mechanisms underlying the trade-off between the mean and plasticity of grain chalkiness.
- To identify genetic factors and environmental drivers influencing this trade-off.
- To propose a molecular breeding strategy for optimizing both grain chalkiness mean and plasticity.
Main Methods:
- Genome-wide association studies (GWAS) were conducted on ten grain chalkiness traits over five years using a mini-core collection.
- Quantitative trait locus (QTL) analysis was employed to map genetic loci controlling grain chalkiness mean and plasticity.
- Key genes, MPC5 and GCP6, were identified and their regulatory interactions investigated.
Main Results:
- A significant trade-off exists between grain chalkiness mean and plasticity, controlled by distinct genetic architectures.
- High temperature and wide grain width were identified as major environmental factors driving this trade-off.
- The transcription factor GCP6 was found to inhibit MPC5 expression, forming a regulatory module for the mean-plasticity trade-off.
- Minimal marker sets explained a substantial portion (two-thirds) of grain chalkiness variation.
Conclusions:
- The study elucidates the genetic basis of the mean-plasticity trade-off in grain chalkiness.
- Identified genes and regulatory pathways provide targets for improving grain quality and adaptability.
- A proof-of-concept breeding strategy demonstrates the potential for simultaneously optimizing grain chalkiness mean and plasticity.
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