ArticleFrontiers in plant science2023
Genetic and molecular dissection of ginseng (
Article in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Article
- Comprehensive Candidate Gene for Ginsenoside Rg1 Biosynthesis: Identification, Systematic Analysis, and Verification.Plants (Basel, Switzerland) · 2026Article
- Review
- Genome-wide and co-expression network dissection ofFrontiers in plant science · 2026Article
- Comprehensive identification ofFrontiers in plant science · 2026Article
- Comparative transcriptome and physiological analyses unveil differential responses ofFrontiers in plant science · 2026Article
- Comparative mitochondrial genome analysis of Panax ginseng reveals structural variation and genetic diversity.Scientific reports · 2025Article
- Identification ofPlants (Basel, Switzerland) · 2024Article
- Transcriptome-Wide Identification and Integrated Analysis of aPlants (Basel, Switzerland) · 2024Article
- Genome-wide identification and integrated analysis of TCP genes controlling ginsenoside biosynthesis in Panax ginseng.BMC plant biology · 2024Article
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14 authors.
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Abstract
Genetic and molecular knowledge of a species is crucial to its gene discovery and enhanced breeding. Here, we report the genetic and molecular dissection of ginseng, an important herb for healthy food and medicine. A mini-core collection consisting of 344 cultivars and landraces was developed for ginseng that represents the genetic variation of ginseng existing in its origin and diversity center. We sequenced the transcriptomes of all 344 cultivars and landraces; identified over 1.5 million genic SNPs, thereby revealing the genic diversity of ginseng; and analyzed them with 26,600 high-quality genic SNPs or a selection of them. Ginseng had a wide molecular diversity and was clustered into three subpopulations. Analysis of 16 ginsenosides, the major bioactive components for healthy food and medicine, showed that ginseng had a wide variation in the contents of all 16 ginsenosides and an extensive correlation of their contents, suggesting that they are synthesized through a single or multiple correlated pathways. Furthermore, we pair-wisely examined the relationships between the cultivars and landraces, revealing their relationships in gene expression, gene variation, and ginsenoside biosynthesis. These results provide new knowledge and new genetic and genic resources for advanced research and breeding of ginseng and related species.
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