ArticlePloS one2015
Development of Genomic Microsatellite Markers in Carthamus tinctorius L. (Safflower) Using Next Generation Sequencing and Assessment of Their Cross-Species Transferability and Utility for Diversity Analysis.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Transcriptome-Wide Identification and Development of SSR Markers for Genetic Diversity Studies in MedicinalInternational journal of molecular sciences · 2026Article
- Article
- Genome assembly and microsatellite marker development using Illumina and PacBio sequencing in Persicaria maackiana (Polygonaceae) from Korea.Genes & genomics · 2024Article
- Genetic diversity, clinical uses, and phytochemical and pharmacological properties of safflower (Frontiers in pharmacology · 2024Review
- Complete Chloroplast Genome Determination ofGenes · 2023Article
- Phylogenomic investigation of safflower (Carthamus tinctorius) and related species using genotyping-by-sequencing (GBS).Scientific reports · 2023Article
- Occurrence of simple sequence repeats in cDNA sequences of safflower (Frontiers in plant science · 2022Article
- Development, characterization, functional annotation and validation of genomic and genic-SSR markers using de novo next generation sequencing in3 Biotech · 2021Article
- Development and Characterization of 15 Novel Genomic SSRs forPlants (Basel, Switzerland) · 2021Article
- Assessment of Metabolic Profiles in Florets ofMetabolites · 2020Article
- Genetic Diversity, Population Structure and Marker-Trait Association for 100-Seed Weight in International Safflower Panel Using SilicoDArT Marker Information.Plants (Basel, Switzerland) · 2020Article
- Evolution ofPhysiology and molecular biology of plants : an international journal of functional plant biology · 2020Article
- Development of EST-SSR markers inJournal of genetics · 2019Article
- Genome survey and development of 18 microsatellite markers to assess genetic diversity in Spondias tuberosa Arruda Câmara (Anacardiaceae) and cross-amplification in congeneric species.Molecular biology reports · 2019Article
- Mobile genomic element diversity in world collection of safflower (Carthamus tinctorius L.) panel using iPBS-retrotransposon markers.PloS one · 2019Article
- Molecular diversity assessment of a world collection of safflower genotypes by SRAP and SCoT molecular markers.Physiology and molecular biology of plants : an international journal of functional plant biology · 2018Article
- Assessment of genetic diversity and population genetic structure ofJournal of genetics · 2018Article
- Mining and Development of Novel SSR Markers Using Next Generation Sequencing (NGS) Data in Plants.Molecules (Basel, Switzerland) · 2018Review
- Association Mapping for Important Agronomic Traits in Safflower (Frontiers in plant science · 2018Article
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSafflower (Carthamus tinctorius L.), an Asteraceae member, yields high quality edible oil rich in unsaturated fatty acids and is resilient to dry conditions. The crop holds tremendous potential for improvement through concerted molecular breeding programs due to the availability of significant genetic and phenotypic diversity. Genomic resources that could facilitate such breeding programs remain largely underdeveloped in the crop. The present study was initiated to develop a large set of novel microsatellite markers for safflower using next generation sequencing. PRINCIPAL
findingsLow throughput genome sequencing of safflower was performed using Illumina paired end technology providing ~3.5X coverage of the genome. Analysis of sequencing data allowed identification of 23,067 regions harboring perfect microsatellite loci. The safflower genome was found to be rich in dinucleotide repeats followed by tri-, tetra-, penta- and hexa-nucleotides. Primer pairs were designed for 5,716 novel microsatellite sequences with repeat length ≥ 20 bases and optimal flanking regions. A subset of 325 microsatellite loci was tested for amplification, of which 294 loci produced robust amplification. The validated primers were used for assessment of 23 safflower accessions belonging to diverse agro-climatic zones of the world leading to identification of 93 polymorphic primers (31.6%). The numbers of observed alleles at each locus ranged from two to four and mean polymorphism information content was found to be 0.3075. The polymorphic primers were tested for cross-species transferability on nine wild relatives of cultivated safflower. All primers except one showed amplification in at least two wild species while 25 primers amplified across all the nine species. The UPGMA dendrogram clustered C. tinctorius accessions and wild species separately into two major groups. The proposed progenitor species of safflower, C. oxyacantha and C. palaestinus were genetically closer to cultivated safflower and formed a distinct cluster. The cluster analysis also distinguished diploid and tetraploid wild species of safflower.
conclusionNext generation sequencing of safflower genome generated a large set of microsatellite markers. The novel markers developed in this study will add to the existing repertoire of markers and can be used for diversity analysis, synteny studies, construction of linkage maps and marker-assisted selection.
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