Understanding plant phenotypes in crop breeding through explainable AI
Summary Machine learning use in plant phenotyping has grown exponentially. These algorithms empowered the use of image data to measure plant traits rapidly and to predict the effect of genetic and environmental conditions on plant phenotype. However, the lack of interpretability in machine learning models has limited their usefulness in gaining ...
Monica F. Danilevicz+5 more
wiley +1 more source
Chloroplast-Localized Protein, OsAL7, with Two Elongation Factor Thermostable Domains Is Essential for Normal Chloroplast Development and Seedling Longevity in <i>Oryza sativa</i>. [PDF]
Zhang J+7 more
europepmc +1 more source
LAZY5 acts in an LAZY1‐independent pathway to regulate rice tiller angle
Summary Tiller angle is a key agronomic trait that influences plant architecture and thus grain yield by optimizing rice planting density. Although great progress has been made in understanding the LAZY1‐dependent pathway mediating rice tiller angle, the genetic regulatory network of rice tiller angle remains to be elucidated. Here, we identified a new
Wenguang Wang+12 more
wiley +1 more source
Genetic diversity in F3 segregating populations of rice (<i>Oryza sativa</i> L.) genotypes under salt stress. [PDF]
Laghari AA+6 more
europepmc +1 more source
A visual monitoring DNA‐free multi‐gene editing system excised via LoxP::FRT/FLP in poplar
Summary The CRISPR‐Cas9 system has emerged as a potent molecular scalpel for precise genome editing, and profoundly revolutionized plant genetics and breeding, facilitating the development of innovative and improved plant varieties. Typically, the CRISPR‐Cas9 gene‐editing construct is delivered into target organisms via Agrobacterium tumefaciens ...
Ruqian Wu+11 more
wiley +1 more source
Unveiling the Thermotolerance and Growth-Promoting Attributes of Endophytic Bacteria Derived from <i>Oryza sativa</i>: Implications for Sustainable Agriculture. [PDF]
Dlamini WN, Lai WA, Chen WC, Shen FT.
europepmc +1 more source
Summary Slow‐melting flesh (SMF) in peaches offers many advantages, including easy transportation, maintaining flavour after ripening, an extended harvest window, and reduced losses caused by fruit softening. However, the underlying molecular mechanism remains elusive.
Junren Meng+10 more
wiley +1 more source
Genome-wide identification and expression profile of HIR gene family members in Oryza sativa L. [PDF]
Li J+7 more
europepmc +1 more source