Article

Deep learning facilitates precise identification of disease-resistance genes in plants

2024-09-28

Abstract excerpt

The identification of plant disease-resistance genes is essential for understanding the plant immune system and accelerating crop breeding with disease resistance. Therefore, there is a pressing need for a method capable of accurately and comprehensively annotating resistance genes at a genome-wide scale. In this study, we propose Evolutionary Scale Modeling for LRR (ESM-LRR), a novel approach based on the deep pr...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: fb44056c-34d3-564e-9392-c57f255b5294
DOI: 10.1101/2024.09.26.615248

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Deep learning facilitates precise identification of disease-resistance genes in plantsDOI 10.1101/2024.09.26.615248Read

Pan-NLRome analysis uncovers genetic diversity and evolutionary dynamics among rice, maize and sorghum.Semantic proximity Read

A Novel Approach for Multi-Domain and Multi-Gene Family Identification Provides Insights into Evolutionary Dynamics of Disease Resistance Genes in Core Eudicot PlantsSemantic proximity Read

The Diversity of NLRs in <i>Brassica rapa</i> Pan-genomeSemantic proximity Read

Combining Directed Evolution with Machine Learning Enables Accurate Genotype-to-Phenotype PredictionsSemantic proximity Read

A genome-wide comparison of NB-LRR type of resistance gene analogs (RGA) in the plant kingdom.Semantic proximity Read

Machine learning general transcriptional predictors of plant diseaseSemantic proximity Read

Discovery of functional NLRs using expression level, high-throughput transformation, and large-scale phenotypingSemantic proximity Read

A New ‘Comprehensive’ Annotation of Leucine-Rich Repeat-Containing Receptors in RiceSemantic proximity Read

PlantPAD: a platform for large-scale image phenomics analysis of disease in plant science.Semantic proximity Read

Exploring Cloned Disease Resistance Gene Homologues and Resistance Gene Analogues in <i>Brassica nigra</i>, <i>Sinapis arvensis</i>, and <i>Sinapis alba</i>: Identification, Characterisation, Distribution, and EvolutionSemantic proximity Read

Genome-wide Identification of Disease Resistance Genes (R Genes) in WheatSemantic proximity Read

Discovery of functional NLRs using expression level, high-throughput transformation and large-scale phenotyping.Semantic proximity Read