Targeted integration of RNA-Seq and metabolite data to elucidate curcuminoid biosynthesis in four Curcuma species
2015
Li, D. (Nara Institute of Science and Technology, Ikoma (Japan). Graduate School of Information Science) | Ono, N. | Sato, T. | Sugiura, T. | Altaf-Ul-Amin, M. | Ohta, D. | Suzuki, H. | Arita, M. | Tanaka, K. | Ma, Z. | Kanaya, S.
Curcuminoids, namely curcumin and its analogs, are secondary metabolites that act as the primary active constituents of turmeric (Curcuma longa). The contents of these curcuminoids vary among species in the genus Curcuma. For this reason, we compared two wild strains and two cultivars to understand the differences in the synthesis of curcuminoids. Because the fluxes of metabolic reactions depend on the amounts of their substrate and the activity of the catalysts, we analyzed the metabolite concentrations and gene expression of related enzymes. We developed a method based on RNA sequencing (RNA-Seq) analysis that focuses on a specific set of genes to detect expression differences between species in detail. We developed a 'selection-first' method for RNA-Seq analysis in which short reads are mapped to selected enzymes in the target biosynthetic pathways in order to reduce the effect of mapping errors. Using this method, we found that the difference in the contents of curcuminoids among the species, as measured by gas chromatography-mass spectrometry, could be explained by the changes in the expression of genes encoding diketide-CoA synthase, and curcumin synthase at the branching point of the curcuminoid biosynthesis pathway.
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