ArticlePloS one2019
Mobile genomic element diversity in world collection of safflower (Carthamus tinctorius L.) panel using iPBS-retrotransposon markers.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed, 82 citations in OpenAlex.
- Integrative GWAS and transcriptomic analyses identify candidate genes associated with oil content and fatty acid composition in safflower.BMC plant biology · 2026Article
- Exploring Genetic Diversity and Inter-/Intraspecific Polymorphism inInternational journal of molecular sciences · 2025Article
- Genetic diversity analysis and DNA fingerprint construction of Zanthoxylum species based on SSR and iPBS markers.BMC plant biology · 2024Article
- Genetic diversity, clinical uses, and phytochemical and pharmacological properties of safflower (Frontiers in pharmacology · 2024Review
- Phylogenomic investigation of safflower (Carthamus tinctorius) and related species using genotyping-by-sequencing (GBS).Scientific reports · 2023Article
- Applicability of inter-primer binding site iPBS- retrotransposon marker system for the assessment of genetic diversity and population structure of Peruvian rosewood (Aniba rosaeodora Ducke) germplasm.Molecular biology reports · 2022Article
- Development of molecular markers based on LTR retrotransposon in the Cleistogenes songorica genome.Journal of applied genetics · 2022Article
- Occurrence of simple sequence repeats in cDNA sequences of safflower (Frontiers in plant science · 2022Article
- Review
- Exploring the genetic diversity and population structure of scarlet eggplant germplasm from Rwanda through iPBS-retrotransposon markers.Molecular biology reports · 2021Article
- Genetic relationships and diversity analysis in Turkish laurel (Laurus nobilis L.) germplasm using ISSR and SCoT markers.Molecular biology reports · 2021Article
- Genomic prediction and genomic heritability of grain yield and its related traits in a safflower genebank collection.The plant genome · 2021Article
- Genetic Diversity, Population Structure and Marker-Trait Association for 100-Seed Weight in International Safflower Panel Using SilicoDArT Marker Information.Plants (Basel, Switzerland) · 2020Article
- Genome-wide association study identifies various loci underlying agronomic and morphological traits in diversified potato panel.Physiology and molecular biology of plants : an international journal of functional plant biology · 2020Article
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Authors and funding
12 authors at 8 institutions in 6 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Safflower (Carthamus tinctorius L.) is a multipurpose crop of dry land yielding very high quality of edible oil. Present study was aimed to investigate the genetic diversity and population structure of 131 safflower accessions originating from 28 different countries using 13 iPBS-retrotransposon markers. A total of 295 iPBS bands were observed among which 275 (93.22%) were found polymorphic. Mean Polymorphism information content (0.48) and diversity parameters including mean effective number of alleles (1.33), mean Shannon's information index (0.33), overall gene diversity (0.19), Fstatistic (0.21), and inbreeding coefficient (1.00) reflected the presence of sufficient amount of genetic diversity in the studied plant materials. Analysis of molecular variance (AMOVA) showed that more than 40% of genetic variation was derived from populations. Model-based structure, principal coordinate analysis (PCoA) and unweighted pair-group method with arithmetic means (UPGMA) algorithms clustered the 131 safflower accessions into four main populations A, B, C, D and an unclassified population, with no meaningful geographical origin. Most diverse accessions originated from Asian countries including Afghanistan, Pakistan, China, Turkey, and India. Four accessions, Turkey3, Afghanistan4, Afghanistan2, and Pakistan24 were found most genetically distant and might be recommended as a candidate parents for breeding purposes. The findings of this study are most probably supported by the seven similarity centers hypothesis of safflower. This is a first study to explore the genetic diversity and population structure in safflower accessions using the iPBS-retrotransposon markers. The information provided in this work will therefore be helpful for scientists interested in safflower breeding.
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