ArticleBMC plant biology2022
RAD-seq as an effective strategy for heterogenous variety identification in plants-a case study in Italian Ryegrass (Lolium multiflorum).
Article in BMC plant biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed, 22 citations in OpenAlex.
- Genomic insights intoFrontiers in plant science · 2026Article
- Implications of morphological and molecular distinctness on the registration of alfalfa candidate varieties issued by a breeding program: a case study.Frontiers in plant science · 2026Article
- A novel EST-SSR fingerprint database development strategy for accurate identification of asparagus cultivars.BMC plant biology · 2025Article
- Genetic and genomic resources for turfgrasses: status, applications, and prospects.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Review
- DNA-Barcoding for Cultivar Identification and Intraspecific Diversity Analysis of Agricultural Crops.International journal of molecular sciences · 2025Review
- Harnessing Genomics for BreedingInternational journal of molecular sciences · 2025Article
- Molecular markers enhance substantially the distinctness of alfalfa varieties for registration and protection.The plant genome · 2025Article
- Using RAD-seq to identify and differentiate the medicinal herb Scrophularia ningpoensis and its adulterants.BMC genomics · 2025Article
- Screening of a core SNP set for the seedling identification of Saccharina japonica cultivars in northern China.PloS one · 2025Article
- Whole-genome resequencing to investigate the genetic diversity and the molecular basis underlying key economic traits in indigenous sheep breeds adapted to hypoxic environments.Frontiers in veterinary science · 2025Article
- RAD-Seq analysis of wild Japanese garlic (Allium macrostemon Bunge) growing in Japan revealed that this neglected crop was previously actively utilized.Scientific reports · 2023Article
- Genetic diversity and selection of Tibetan sheep breeds revealed by whole-genome resequencing.Animal bioscience · 2023Article
- Pipeline to Design Inbred Lines and F1 Hybrids of Leaf Chicory (Radicchio) Using Male Sterility and Genotyping-by-Sequencing.Plants (Basel, Switzerland) · 2023Article
- Genotyping-by-sequencing provides new genetic and taxonomic insights in the critical group ofFrontiers in plant science · 2023Article
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Authors and funding
10 authors at 1 institution in 1 country.
Funding
Abstract
The primary approach for variety distinction in Italian ryegrass is currently the DUS (distinctness, uniformity and stability) test based on phenotypic traits. Considering the diverse genetic background within the population and the complexity of the environment, however, it is challenging to accurately distinguish varieties based on DUS criteria alone. In this study, we proposed the application of high-throughput RAD-seq to distinguish 11 Italian ryegrass varieties with three bulks of 50 individuals per variety. Our findings revealed significant differences among the 11 tested varieties. The PCA, DAPC and STRUCTURE analysis indicated a heterogeneous genetic background for all of them, and the AMOVA analysis also showed large genetic variance among these varieties (Φ
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