Integrative analysis of the transcriptome and metabolome provides insights into polysaccharide accumulation in Polygonatum odoratum (Mill.) Druce rhizome

代谢组 生物 根茎 磷酸戊糖途径 转录组 生物化学 小桶 多糖 蔗糖 果糖 代谢组学 植物 新陈代谢 代谢物 基因 基因表达 糖酵解 生物信息学
作者
Gen Pan,Jian Jin,Hao Liu,Can Zhong,Jing Xie,Yuhui Qin,Shuihan Zhang
出处
期刊:PeerJ [PeerJ, Inc.]
卷期号:12: e17699-e17699 被引量:13
标识
DOI:10.7717/peerj.17699
摘要

Background Polygonatum odoratum (Mill.) Druce is a traditional Chinese herb that is widely cultivated in China. Polysaccharides are the major bioactive components in rhizome of P. odoratum and have many important biological functions. Methods To better understand the regulatory mechanisms of polysaccharide accumulation in P. odoratum rhizomes, the rhizomes of two P. odoratum cultivars ‘Y10’ and ‘Y11’ with distinct differences in polysaccharide content were used for transcriptome and metabolome analyses, and the differentially expressed genes (DEGs) and differentially accumulated metabolites (DAMs) were identified. Results A total of 14,194 differentially expressed genes (DEGs) were identified, of which 6,689 DEGs were down-regulated in ‘Y10’ compared with those in ‘Y11’. KEGG enrichment analysis of the down-regulated DEGs revealed a significant enrichment of ‘starch and sucrose metabolism’, and ‘amino sugar and nucleotide sugar metabolism’. Meanwhile, 80 differentially accumulated metabolites (DAMs) were detected, of which 52 were significantly up-regulated in ‘Y11’ compared to those in ‘Y10’. The up-regulated DAMs were significantly enriched in ‘tropane, piperidine and pyridine alkaloid biosynthesis’, ‘pentose phosphate pathway’ and ‘ABC transporters’. The integrated metabolomic and transcriptomic analysis have revealed that four DAMs, glucose, beta-D-fructose 6-phosphate, maltose and 3-beta-D-galactosyl-sn-glycerol were significantly enriched for polysaccharide accumulation, which may be regulated by 17 DEGs, including UTP-glucose-1-phosphate uridylyltransferase (UGP2), hexokinase (HK), sucrose synthase (SUS), and UDP-glucose 6-dehydrogenase (UGDH). Furthermore, 8 DEGs (sacA, HK, scrK, GPI) were identified as candidate genes for the accumulation of glucose and beta-D-fructose 6-phosphate in the proposed polysaccharide biosynthetic pathways, and these two metabolites were significantly associated with the expression levels of 13 transcription factors including C3H, FAR1, bHLH and ERF. This study provided comprehensive information on polysaccharide accumulation and laid the foundation for elucidating the molecular mechanisms of medicinal quality formation in P. odoratum rhizomes.

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