A sequence-based classifier distinguishes phenotype-associated genes from other gene models in plants.

A sequence-based classifier accurately identifies phenotype-associated plant genes with 80% precision across multiple species.

• Why it matters: Most plant genes lack experimental evidence linking them to phenotypes, hindering functional annotation and crop improvement efforts.
• What they did: The researchers developed a classifier using sequence and evolutionary features trained on maize genes, then applied it to rice and Arabidopsis, identifying genes enriched in phenotype links.
• The result: The model's scores highlight both known and uncharacterized gene families associated with phenotypes, aiding gene prioritization and accelerating functional discovery in plants.