ABSTRACT
Ginkgo biloba L. is regarded as the most ancient living tree, and its kernel has been used as a traditional Chinese medicine for more than 2,000 years. The leaf extracts of this tree have been among the bestselling herbal remedies in Western countries since the last century. To understand the biosynthesis of the pharmacologically active ingredients in G. biloba, flavonoids and terpenoid trilactones (TTLs), we sequenced the transcriptomes of G. biloba leaves, kernels and testae with Iso-Seq and RNA-Seq technologies and obtained 152,524 clean consensus reads. When these reads were used to improve the annotation of the G. biloba genome, 4,856 novel genes, 25,583 new isoforms of previously annotated genes and 4,363 lncRNAs were discovered. Gene ontology and Kyoto Encyclopedia of Genes and Genomes analyses indicated that genes involved in growth, regulation and response to stress were more likely to be regulated by alternative splicing (AS) or alternative polyadenylation (APA), which represent the two most important posttranscriptional regulation mechanisms. It was found that some of the characterized genes involved in the biosynthesis of flavonoids and TTLs were also possibly regulated by AS and APA. Using phylogenetic and gene expression pattern analyses, some candidate genes for the biosynthesis of flavonoids and TTLs were screened. After qRT-PCR validation, the final candidate genes for flavonoid biosynthesis included three UDP-glycosyltransferases and one MYB transcription factor, while the candidate genes for TTL biosynthesis included two cytochrome P450 and one WRKY transcription factor. Our study suggested that Iso-Seq may play an important role in improving genome annotation, elucidating AS and APA mechanisms and discovering candidate genes involved in the biosynthesis of some secondary metabolites.
Subject(s)
Flavonoids/biosynthesis , Gene Expression Regulation, Plant/genetics , Ginkgo biloba/genetics , Ginkgo biloba/metabolism , Lactones/metabolism , Terpenes/metabolism , Alternative Splicing/genetics , Cytochrome P-450 Enzyme System/genetics , Gene Expression Profiling , Genome, Plant/genetics , Plant Extracts , Transcriptome , Whole Genome SequencingABSTRACT
BACKGROUND: Gypenosides are a group of triterpene saponins from Gynostemma pentaphyllum that are the same as or very similar to ginsenosides from the Panax species. Several enzymes involved in ginsenoside biosynthesis have been characterized, which provide important clues for elucidating the gypenoside biosynthetic pathway. We suppose that gypenosides and ginsenosides may have a similar biosynthetic mechanism and that the corresponding enzymes in the two pathways may have considerable similarity in their sequences. To further understand gypenoside biosynthesis, we sequenced the G. pentaphyllum transcriptome with a hybrid sequencing-based strategy and then determined the candidate genes involved in this pathway using phylogenetic tree construction and gene expression analysis. RESULTS: Following the PacBio standard analysis pipeline, 66,046 polished consensus sequences were obtained, while Illumina data were assembled into 140,601 unigenes with Trinity software. Then, these output sequences from the two analytical routes were merged. After removing redundant data with CD-HIT software, a total of 140,157 final unigenes were obtained. After functional annotation, five 2,3-oxidosqualene cyclase genes, 145 cytochrome P450 genes and 254 UDP-glycosyltransferase genes were selected for the screening of genes involved in gypenoside biosynthesis. Using phylogenetic analysis, several genes were divided into the same subfamilies or closely related evolutionary branches with characterized enzymes involved in ginsenoside biosynthesis. Using real-time PCR technology, their expression patterns were investigated in different tissues and at different times after methyl jasmonate induction. Since the genes in the same biosynthetic pathway are generally coexpressed, we speculated that GpOSC1, GpCYP89, and GpUGT35 were the leading candidates for gypenoside biosynthesis. In addition, six GpWRKYs and one GpbHLH might play a possible role in regulating gypenoside biosynthesis. CONCLUSIONS: We developed a hybrid sequencing strategy to obtain longer length transcriptomes with increased accuracy, which will greatly contribute to downstream gene screening and characterization, thus improving our ability to elucidate secondary metabolite biosynthetic pathways. With this strategy, we found several candidate genes that may be involved in gypenoside biosynthesis, which laid an important foundation for the elucidation of this biosynthetic pathway, thus greatly contributing to further research in metabolic regulation, synthetic biology and molecular breeding in this species.
Subject(s)
Gene Expression Profiling , Gynostemma/genetics , Gynostemma/metabolism , Sequence Analysis , Gynostemma/enzymology , Intramolecular Transferases/genetics , Intramolecular Transferases/metabolism , Molecular Sequence Annotation , Plant Extracts/biosynthesisABSTRACT
Understanding of codon usage bias of Fritillaria cirrhosa can provide theoretical basis for heterologous biosynthesis of F. cirrhosa alkaloids by genetic engineering technology. A total of 9 843 full length coding sequences (CDS) from the F. cirrhosa transcriptome data were used for the analysis of codon usage bias. The GC and GC3s contents, effective number of codons(ENC) and relative synonymous codon usage (RSCU) were calculated using the CodonW software. The results show that the codon usage bias value is low in the CDS of F. cirrhosa. A total of 15 codons, including UUG, CUU, AUU, GUU, UCA, CCU, CCA, ACU, ACA, GCA, UAU, CAU, AAU, AGA and GGA, were identified as optimal codons in F. cirrhosa. The optimal codons generally end with A/T at the third codon position. By the transcriptome annotation, we found 26 CDSs possibly involved in the biosynthesis of alkaloids in the F. cirrhosa. The proportion of rare codons of Escherichia coli and Saccharomyces cerevisiae are low in these CDSs. We also proposed a method for the codonoptimization in these target genes. Our work lays the foundation for further study on the biosynthesis of alkaloids of the F. cirrhosa in heterologous species.
Subject(s)
Codon , Fritillaria/genetics , Transcriptome , Alkaloids/biosynthesis , Fritillaria/chemistryABSTRACT
Natural products with complex and diverse structures are the major sources of new drugs. The biosynthesis of natural products is considered to be one of the best ways to solve the problems of complex and scarce natural products. DNA assembly technology and genome editing technology are two key technologies in the emerging interdisciplinary field of synthetic biology. A number of novel DNA assembly methods developed in the last few years have paved the way for the engineering of high molecular weight DNA molecules, including whole genomes, hence, it can realize the reconstruction of the metabolic pathways and speed up optimization process. A wide variety of new tools for microbial genome editing will be applied widely to modify the chassis genome to increase its adaptation with the exogenetic pathways. This article summarized the latest advance with respect to DNA assembly and genome editing, which aims to provide help for reconstruction and optimization of the synthetic biological systems of natural products.
Subject(s)
Biological Products , Biotechnology , Gene Editing , Synthetic Biology , DNA , Metabolic Networks and PathwaysABSTRACT
Elucidation of the biosynthetic pathways of natural products is not only the major goal of herb genomics, but also the solid foundation of synthetic biology of natural products. Here, this paper reviewed recent advance in this field and put forward strategies to elucidate the biosynthetic pathway of natural products. Firstly, a proposed biosynthetic pathway should be set up based on well-known knowledge about chemical reactions and information on the identified compounds, as well as studies with isotope tracer. Secondly, candidate genes possibly involved in the biosynthetic pathway were screened out by co-expression analysis and/or gene cluster mining. Lastly, all the candidate genes were heterologously expressed in the host and then the enzyme involved in the biosynthetic pathway was characterized by activity assay. Sometimes, the function of the enzyme in the original plant could be further studied by RNAi or VIGS technology. Understanding the biosynthetic pathways of natural products will contribute to supply of new leading compounds by synthetic biology and provide "functional marker" for herbal molecular breeding, thus but boosting the development of traditional Chinese medicine agriculture.
Subject(s)
Biological Products , Biosynthetic Pathways , Synthetic Biology , Genomics , Medicine, Chinese Traditional , Multigene Family , Plants, Medicinal/genetics , Plants, Medicinal/metabolismABSTRACT
Flavonoids are the valuable components in medicinal plants, which possess a variety of pharmacological activities, including anti-tumor, antioxidant and anti-inflammatory activities. There is an unambiguous understanding about flavonoids biosynthetic pathway, that is,2S-flavanones including naringenin and pinocembrin are the skeleton of other flavonoids and they can transform to other flavonoids through branched metabolic pathway. Elucidation of the flavonoids biosynthetic pathway lays a solid foundation for their synthetic biology. A few flavonoids have been produced in Escherichia coli or yeast with synthetic biological technologies, such as naringenin, pinocembrin and fisetin. Synthetic biology will provide a new way to get valuable flavonoids and promote the research and development of flavonoid drugs and health products, making flavonoids play more important roles in human diet and health.
Subject(s)
Biosynthetic Pathways , Flavanones/biosynthesis , Flavonoids/biosynthesis , Synthetic Biology , HumansABSTRACT
Catharanthus roseus can produce a variety of terpenoid indole alkaloids (TIA), most of which exhibit strong pharmacological activities. Hence, biosynthesis and regulation of TIA have received recent attention. 3α (S)-strictosidine is an important node in TIA biosynthesis, which is a condensation product of secologanin and tryptamine. The former is produced in iridoid pathway, and the latter is produced in indole pathway. Vindoline and catharanthine, which are produced respectively by 3α (S)-strictosidine via multi-step enzymatic reaction, can form α-3, 4-anhydrovinblastine by the condensation reaction. Then, vinblastine and vincristine are generated from α-3, 4-anhydrovinblastine. Many transcription factors are involved in the regulation of TIA synthesis, such as AP2/ERF and WRKY. Illumination of biosynthetic pathway has laid a foundation for the study of synthetic biology. Today, 3α (S)-strictosidine and vindoline have been synthesized in heterologous hosts Saccharomyces cerevisiae.Research about synthetic biology and the regulation mechanisms will provide a guidance for the production and development of TIA drugs in C. roseus.
Subject(s)
Biosynthetic Pathways , Catharanthus/metabolism , Secologanin Tryptamine Alkaloids/metabolism , Transcription Factors/metabolismABSTRACT
There are many valuable medicinal plants in Ginseng genus belonging to Araliaceae. Among them, Panax ginseng, P. quinquefolium and P. notoginseng are the most famous species. With the development of next-generation sequencing (NGS) technologies, sequencing and analysis of transcriptomes have become powerful tools for discovery of novel genes, screening molecular markers and elucidation of specific biosynthetic pathway of secondary metabolites. Their transcriptomes provided abundant genes for further study on functional genomics. Here this paper summarized the recent advances in the transcriptomic studies of these three medicinal plants, including discovery of novel genes and elucidation of metabolic regulation, which will contribute to functional genomics in ginseng species.
Subject(s)
Biosynthetic Pathways , Panax/genetics , Transcriptome , High-Throughput Nucleotide Sequencing , Panax/metabolism , Plants, Medicinal/genetics , Plants, Medicinal/metabolismABSTRACT
Taxol, a kind of terpenoid secondary metabolite produced by Taxus brevifolia, is an effective anticancer drug that manufacture relies mainly on the extraction form plants. In order to solve the resource shortage, a lot of work has been done to develop the alternative method. Recently, using synthetic biology to realize heterologous biosynthesis of the precursors of taxol has become a hotspot. Now, the basic framework of taxol biosynthetic pathways has been confirmed, and most enzyme genes involved in taxol biosynthesis have been cloned and identified. The two taxol precursors, taxa-4(5),11(12)-diene and taxa-4(20),11(12)-dien-5α-ol, have been synthesized in Escherichia coli and Saccharomyces cerevisiae. Here this paper reviewed the recent advances in the biosynthetic pathway of taxol and the latest developments of synthetic biology, which aims to provide a guidance for the heterologous biosynthesis of taxol.
Subject(s)
Biosynthetic Pathways , Paclitaxel/biosynthesis , Synthetic Biology , Taxus/chemistry , TerpenesABSTRACT
This study aimed to provide guidance for the heterogenous gene expression, gene prediction and species evolution by analyzing codon usage bias of Catharanthus roseus.The codon composition and usage bias of 30 437 high-confidence coding sequences from C.roseus were analyzed and the proportion of rare codons of Escherichia coli and Saccharomyces cerevisiae in 25 genes involved in the biosynthesis of terpenoid indole alkaloids (TIAs) in C.roseus were calculated.The results showed that the average GC content of the genes was 42.47%; the average GC content of the third bases in codon was 35.89%.The relative synonymous codon usage (RSCU) of 28 codons were greater than 1 and 26 of them ended with A or T.The above 25 genes involved in TIA biosynthesis contained much more rare condons of E.coli than that of S.cerevisiae.It was concluded that C.roseus mainly prefered the codons ending with A or T and the rule of codon usage was more different to E.coli than S.cerevisiae.Thus, S.cerevisiae may be more suitable host for heterologous expression of these genes.
Subject(s)
Catharanthus/genetics , Codon , Base Composition , Escherichia coli/genetics , Plants, Medicinal/genetics , Saccharomyces cerevisiae/geneticsABSTRACT
We report the complete chloroplast genome sequence of Gynostemma pentaphyllum, a well-known traditional Chinese medicine, which produces triterpenoid saponins similar to Panax ginseng. The assembled chloroplast genome (cpDNA) was 157,654 bp in length and structurally divided into four distinct regions, namely, large single copy region (86,794 bp), small single copy region (18,654 bp) and a pair of inverted repeat regions (26,103 bp). A total of 143 genes were annotated, including 87 protein-coding genes, 10 tRNA genes and 46 rRNA genes. Phylogenetic analysis revealed that the chloroplast genome sequence of G. pentaphyllum is most closely related to Cucumis melo.