ArticleFrontiers in plant science2016
RNA-seq Transcriptome Analysis of Panax japonicus, and Its Comparison with Other Panax Species to Identify Potential Genes Involved in the Saponins Biosynthesis.
Article in Frontiers in plant science, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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41 citing papers in PubMed, 83 citations in OpenAlex.
- Identification of candidate genes governing key metabolic pathways in fenugreek (Trigonella spp.) through integrated transcriptomic and metabolomic analysis.Functional & integrative genomics · 2026Article
- Transcriptomic Analysis Under Drought and Salt Stress Provides Insight into Genes Putatively Involved in Ginsenoside Biosynthesis in Panax japonicus Meyer.Biochemical genetics · 2025Article
- Multi-omics analysis reveals tissue-specific biosynthesis and accumulation of diterpene alkaloids in Aconitum japonicum.Journal of natural medicines · 2025Article
- Physiological, biochemical and transcriptomic analyses reveal the mechanism of variation in color traits in Panax japonicus fruits.Scientific reports · 2025Article
- Multi-Omics Analysis Decodes Biosynthesis of Specialized Metabolites Constituting the Therapeutic Terrains ofInternational journal of molecular sciences · 2025Article
- Development of phytochemical genomics: From decoding metabolome to functional genomics and biotechnology of plant metabolism.Proceedings of the Japan Academy. Series B, Physical and biological sciences · 2025Review
- Comparative transcriptomic analysis provides insights into the regulation of root-specific saponin production in Panax japonicus.Scientific reports · 2024Article
- The influence of spatial distribution and transcriptional regulation of secondary metabolites on the bioactivities ofHeliyon · 2024Article
- Combined Metabolome and Transcriptome Analysis of Creamy Yellow and Purple ColoredLife (Basel, Switzerland) · 2023Article
- Transcriptome analysis of three medicinal plants of the genusFrontiers in plant science · 2023Article
- Genome-wide analysis reveals allelic variation and chromosome copy number variation in paromomycin-resistant Leishmania donovani.Parasitology research · 2022Article
- Developmental Transcriptome Analysis of Red-Spotted Apollo Butterfly,International journal of molecular sciences · 2022Article
- Comparative transcriptomic analysis of genes in the triterpene saponin biosynthesis pathway in leaves and roots ofEcology and evolution · 2022Article
- Integrated transcriptome and proteome analyses reveal candidate genes for ginsenoside biosynthesis inFrontiers in plant science · 2022Article
- Gene-Metabolite Network Analysis Revealed Tissue-Specific Accumulation of Therapeutic Metabolites inInternational journal of molecular sciences · 2021Article
- Ginsenosides inActa pharmaceutica Sinica. B · 2021Review
- Seasonal Variation in Transcriptomic Profiling ofFrontiers in plant science · 2021Article
- Transcriptomics and Metabolomics Changes Triggered by Inflorescence Removal inFrontiers in plant science · 2021Article
- Omics Technologies to Enhance Plant Based Functional Foods: An Overview.Frontiers in genetics · 2021Review
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7 authors at 4 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
The Panax genus has been a source of natural medicine, benefitting human health over the ages, among which the Panax japonicus represents an important species. Our understanding of several key pathways and enzymes involved in the biosynthesis of ginsenosides, a pharmacologically active class of metabolites and a major chemical constituents of the rhizome extracts from the Panax species, are limited. Limited genomic information, and lack of studies on comparative transcriptomics across the Panax species have restricted our understanding of the biosynthetic mechanisms of these and many other important classes of phytochemicals. Herein, we describe Illumina based RNA sequencing analysis to characterize the transcriptome and expression profiles of genes expressed in the five tissues of P. japonicus, and its comparison with other Panax species. RNA sequencing and de novo transcriptome assembly for P. japonicus resulted in a total of 135,235 unigenes with 78,794 (58.24%) unigenes being annotated using NCBI-nr database. Transcriptome profiling, and gene ontology enrichment analysis for five tissues of P. japonicus showed that although overall processes were evenly conserved across all tissues. However, each tissue was characterized by several unique unigenes with the leaves showing the most unique unigenes among the tissues studied. A comparative analysis of the P. japonicus transcriptome assembly with publically available transcripts from other Panax species, namely, P. ginseng, P. notoginseng, and P. quinquefolius also displayed high sequence similarity across all Panax species, with P. japonicus showing highest similarity with P. ginseng. Annotation of P. japonicus transcriptome resulted in the identification of putative genes encoding all enzymes from the triterpene backbone biosynthetic pathways, and identified 24 and 48 unigenes annotated as cytochrome P450 (CYP) and glycosyltransferases (GT), respectively. These CYPs and GTs annotated unigenes were conserved across all Panax species and co-expressed with other the transcripts involved in the triterpenoid backbone biosynthesis pathways. Unigenes identified in this study represent strong candidates for being involved in the triterpenoid saponins biosynthesis, and can serve as a basis for future validation studies.
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