Abstract
Cornus officinalis Sieb. et Zucc. is a small tree that is recognized with notable medicinal, economic, and ecological values. It has been used as traditional Chinese medicine (TCM) for thousands of years in China. Modern pharmacological research has revealed that cornel iridoid glycosides (CIGs, e.g., loganin and morroniside) in dried pericarp of C. officinalis have significant medicinal activities for strengthening immune functions. However, little is known on the molecular processes responsible for the production of these compounds. This is partly due to the absence of genomic resources, such as sequences of key enzyme genes in the biosynthetic pathways. In the present study, the transcriptome of C. officinalis was analyzed by the RNA sequencing. A total of 54,827 unigenes were yielded by de novo assembly, of which 31,780 unigenes were successfully annotated. As potential molecular markers, 121, 118, 96, 89, and 82 transcription factors belonged to bHLH, MYB, PHD, WRKY, and AP2-ERF were obtained, respectively. Moreover, the results showing that geraniol 10-hydroxylase (G10H) and secologanin synthase (SLS) were differentially expressed in fruits and leaves during different growing stages were confirmed by qRT-PCR. Furthermore, we identified two distinct expression patterns of G10H and SLS in loganin synthesis of C. officinalis fruits. Collectively, the genomic information and gene expression results presented in this study will be helpful for future studies on gene discovery and molecular process of loganin synthesis in C. officinalis.
Similar content being viewed by others
References
Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP, Dolinski K, Dwight SS, Eppig JT, Harris MA, Hill DP, Issel-Tarver L, Kasarskis A, Lewis S, Matese JC, Richardson JE, Ringwald M, Rubin GM, Sherlock G (2000) Gene ontology: tool for the unification of biology. Nat Genet 25:25–29
Bai CK, Yu JR, Yu F, Zheng P (2009) Genetic diversity and construction of primary core germplasm in Cornus offcinalis by ISSR marker. Acta Botan Boreali-Occiden Sin 29:2401–2407
Bai CK, Cao B, Li GS, Mao M (2014) Ecological effects on phenotypic, cytological and biochemical diversity of Cornus officinalis germplasm resources in China and USA. Biochem Syst Ecol 55:241–248
Baik MC, Hoang HD, Hanmer K (1986) A checklist of the Korean cultivated plants. Kulturpflanze 34:69–144
Cao B, Bai CK, Zhang LL, Li GS, Mao MC (2016) Modeling habitat distribution of Cornus officinalis with Maxent modeling and fuzzy logics in China. J Plant Ecol 9: 1–12
Carrari F, Fernie AR (2006) Metabolic regulation underlying tomato fruit development. J Exp Bot 57:1883–1897
Chang SJ, Puryear J, Cairney J (1993) A simple and efficient method for isolating RNA from pine trees. Plant Mol Biol Report 11:113–116
Chen JW, Hou K, Qin P, Liu H, Yi B, Yang W, Wu W (2014) RNA-Seq for gene identification and transcript profiling of three Stevia rebaudiana genotypes. BMC Genomics 15:571
Cheng AX, Lou YG, Mao YB, Lu S, Wang LJ, Chen XY (2007) Plant terpenoids: biosynthesis and ecological functions. J Integr Plant Biol 49:179–186
Collu G, Unver N, Peltenburg-Looman AMG, van der Heijden R, Verpoorte R, Memelink J (2001) Geraniol 10-hydroxylase 1, a cytochrome P450 enzyme involved in terpenoidindole alkaloid biosynthesis. FEBS Lett 508:215–220
Conesa A, Götz S, García-Gómez JM et al (2005) Blast2 GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 21:3674–3676
Ding CK, Chachin K, Ueda Y, Imahori Y, Wang CY (2001) Metabolism of phenolic compounds during loquat fruit development. J Agric Food Chem 49:2883–2888
Dubois M, Gilles KA, Hamilton JK et al (1956) Colorimetric method for determination of sugars and related substances. Anal Chem 28:350–356
Dugé de Bernonville T, Foureau E, Parage C, Lanoue A, Clastre M, Londono MA, Oudin A, Houillé B, Papon N, Besseau S, Glévarec G, Atehortùa L, Giglioli-Guivarc’h N, St-Pierre B, de Luca V, O’Connor SE, Courdavault V (2015) Characterization of a second secologanin synthase isoform producing both secologanin and secoxyloganin allows enhanced de novo assembly of a Catharanthus roseus transcriptome. BMC Genomics 16:619
Edgar R, Domrachev M, Lash AE (2002) Gene Expression Omnibus: NCBI gene expression and hybridization array data repository. Nucleic Acids Res 30:207–210
Gapper NE, McQuinn RP, Giovannoni JJ (2013) Molecular and genetic regulation of fruit ripening. Plant Mol Biol 82:575–591
Geu-Flores F, Sherden NH, Courdavault V, Burlat V, Glenn WS, Wu C, Nims E, Cui Y, O’Connor SE (2012) An alternative route to cyclic terpenes by reductive cyclization in iridoid biosynthesis. Nature 492:138–142
Giovannoni JJ (2004) Genetic regulation of fruit development and ripening. Plant Cell 16(suppl 1):S170–S180
Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q, Chen Z, Mauceli E, Hacohen N, Gnirke A, Rhind N, di Palma F, Birren BW, Nusbaum C, Lindblad-Toh K, Friedman N, Regev A (2011) Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol 29:644–652
Haas BJ, Papanicolaou A, Yassour M, Grabherr M, Blood PD, Bowden J, Couger MB, Eccles D, Li B, Lieber M, MacManes MD, Ott M, Orvis J, Pochet N, Strozzi F, Weeks N, Westerman R, William T, Dewey CN, Henschel R, LeDuc RD, Friedman N, Regev A (2013) De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nat Protoc 8:1494–1512
Han S, Wu Z, Jin Y, Yang W, Shi H (2015) RNA-seq analysis for transcriptome assembly, gene identification, and SSR mining in ginkgo (Ginkgo biloba L.). Tree Genet Genomes 11:37
Hanelt P, Institute of Plant Genetics and Crop Plant Research (IPK) (2001) Mansfeld’s encyclopedia of agricultural and horticultural crops, vol 3. Springer-Verlag, Berlin
Hsu E (2008) The history of Chinese medicine in the People’s Republic of China and its globalization. East Asian Science, Technology and Society An International Journal 2:465–484
Hunter WN (2007) The non-mevalonate pathway of isoprenoid precursor biosynthesis. J Biol Chem 282:21573–21577
Iorizzo M, Senalik DA, Grzebelus D, Bowman M, Cavagnaro PF, Matvienko M, Ashrafi H, van Deynze A, Simon PW (2011) De novo assembly and characterization of the carrot transcriptome reveals novel genes, new markers, and genetic diversity. BMC Genomics 12:389
Kanehisa M, Furumichi M, Tanabe M, Sato Y, Morishima K (2017) KEGG: new perspectives on genomes, pathways, diseases and drugs. Nucleic Acids Res 45(D1):D353–D361
Kwon SH, Kim JA, Hong SI, Jung YH, Kim HC, Lee SY, Jang CG (2011) Loganin protects against hydrogen peroxide-induced apoptosis by inhibiting phosphorylation of JNK, p38, and ERK 1/2 MAPKs in SH-SY5Y cells. Neurochem Int 58:533–541
Lee KY, Sung SH, Kim SH (2009) Cognitive-enhancing activity of loganin isolated from Cornus officinalis in scopolamine-induced amnesic mice. Arch Pharm Res 32:677–683
Li GS, Zhang LJ, Bai CK (2012) Chinese Cornus offcinalis: genetic resources, genetic diversity and core collection. Genet Resour Crop Evol 59:1659–1671
Ma W, Wang KJ, Cheng CS, Yan GQ, Lu WL, Ge JF, Cheng YX, Li N (2014) Bioactive compounds from Cornus officinalis fruits and their effects on diabetic nephropathy. J Ethnopharmacol 153:840–845
Miettinen K, Dong L, Navrot N, Schneider T, Burlat V, Pollier J, Woittiez L, van der Krol S, Lugan R, Ilc T, Verpoorte R, Oksman-Caldentey KM, Martinoia E, Bouwmeester H, Goossens A, Memelink J, Werck-Reichhart D (2014) The seco-iridoid pathway from Catharanthus roseus. Nat Commun 5:3606
National Pharmacopoeia Committee (2005) Pharmacopoeia of the People’s Republic of China. Chemical Industry Press, Beijing
Olson SA (2002) EMBOSS opens up sequence analysis. European Molecular Biology Open Software Suite. Brief Bioinform 3:87–91
Oudin A, Courtois M, Rideau M, Clastre M (2007) The iridoid pathway in Catharanthus roseus alkaloid biosynthesis. Phytochem Rev 6:259–276
Peebles CA, Sander GW, Hughes EH et al (2011) The expression of 1-deoxy-D-xylulose synthase and geraniol-10-hydroxylase or anthranilate synthase increases terpenoidindole alkaloid accumulation in Catharanthus roseus hairy roots. Metab Eng 13:234–240
Phillips MA, León P, Boronat A, Rodríguez-Concepción M (2008) The plastidial MEP pathway: unified nomenclature and resources. Trends Plant Sci 13:619–623
Pichersky E, Gang DR (2000) Genetics and biochemistry of secondary metabolites in plants: an evolutionary perspective. Trends Plant Sci 5:439–445
Poupin MJ, Federici F, Medina C, Matus JT, Timmermann T, Arce-Johnson P (2007) Isolation of the three grape sub-lineages of B-class MADS-box TM6, PISTILLATA and APETALA3 genes which are differentially expressed during flower and fruit development. Gene 404:10–24
Pulido P, Perello C, Rodriguez-Concepcion M (2012) New insights into plant isoprenoid metabolism. Mol Plant 5:964–967
Saradhuldhat P, Paull RE (2007) Pineapple organic acid metabolism and accumulation during fruit development. Sci Hortic 112:297–303
Schäffer AA, Wolf IY, Ponting PC et al (1999) IMPALA: matching a protein sequence against a collection of PSI-BLAST-constructed position-specific score matrices. Bioinformatics 15:1000–1011
Sun FL, Wang W, Zuo W, Xue JL, Xu JD, Ai HX, Zhang L, Wang XM, Ji XM (2014) Promoting neurogenesis via Wnt/β-catenin signaling pathway accounts for the neurorestorative effects of morroniside against cerebral ischemia injury. Eur J Pharmacol 738:214–221
Suttipanta N, Pattanaik S, Gunjan S, Xie CH, Littleton J, Yuan L (2007) Promoter analysis of the Catharanthus roseus geraniol 10-hydroxylase gene involved in terpenoidindole alkaloid biosynthesis. Biochim Biophys Acta 1769:139–148
Tohge T, Alseekh S, Fernie AR (2014) On the regulation and function of secondary metabolism during fruit development and ripening. J Exp Bot 65:4599–4611
Wang Z, Gerstein M, Snyder M (2009) RNA-seq: a revolutionary tool for transcriptomics. Nat Rev Genet 10:57–63
Wang J, Liu Y, Cai Y (2010) Cloning and functional analysis of geraniol 10-hydroxylase, a cytochrome P450 from Swertia mussotii Franch. Biosci Biotechnol Biochem 74:1583–1590
Xie C, Mao X, Huang J (2011) KOBAS 2.0: a web server for annotation and identification of enriched pathways and diseases. Nucleic Acids Res 39(Web Server issue):W316–W322
Xu HQ, Hao HP (2004) Effects of iridoid total glycoside from Cornus officinalis on prevention of glomerular over expression of transforming growth factor beta 1 and matrixes in an experimental diabetes model. Biol Pharm Bull 27:1014–1018
Young MD, Wakefield MJ, Smyth GK, Oshlack A (2010) Gene ontology analysis for RNA-seq: accounting for selection bias. Genome Biol 11:R14
Zhao LH, Ding YX, Zhang L, Li L (2010) Cornel iridoid glycoside improves memory ability and promotes neuronal survival in fimbria–fornix transected rats. Eur J Pharmacol 647:68–74
Zhao DY, Hamilton JP, Pham GM, Crisovan E, Wiegert-Rininger K, Vaillancourt B, DellaPenna D, Buell CR (2017) De novo genome assembly of Camptotheca acuminata, a natural source of the anti-cancer compound camptothecin. Gigascience 6:1–7
Acknowledgments
We thank Drs. Yinghua Zha and Lei Zhang for their helpful revision on this manuscript. We thank Drs. Robin Buell and Dongyan Zhao for their kind assistance on genome sequences. We also thank Professor Vincent Courdavault for the technical support on the figures. This work was supported by the Innovation Team Project of Breeding and Standardized Production of New Varieties of Traditional Chinese Medicine in Fundamental Research Funds of the Central Universities [GK201801008 to CKB], the National Natural Science Foundation of China [31100241 to CKB], and the Fundamental Research Funds for the Central Universities [GK201503046 to GSL].
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Data archiving statement
The data discussed in this publication have been deposited in NCBI’s Gene Expression Omnibus (Edgar et al. 2002) and are accessible through GEO Series accession number GSE108216 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE108216).
Additional information
Communicated by C. Dardick
Electronic supplementary material
Fig. S1
(DOCX 158 kb)
Fig. S2
(DOCX 5017 kb)
Fig. S3
(DOCX 787 kb)
Fig. S4
(DOCX 1428 kb)
Fig. S5
(DOCX 114 kb)
Fig. S6
(DOCX 35 kb)
Fig. S7
(DOCX 45.1 kb)
Fig. S8
(DOCX 37.3 kb)
Table S1
(XLS 28 kb)
Table S2
(XLS 61 kb)
Table S3
(XLS 3092 kb)
Table S4
(DOCX 18.1 kb)
Table S5
(XLS 34 kb)
Table S6
(XLS 19293 kb)
Table S7
(DOCX 17.1 kb)
Table S8
(XLS 4312 kb)
Table S9
(XLS 665 kb)
Table S10
(XLS 1929 kb)
Table S11
(XLS 1670 kb)
Table S12
(XLS 350 bytes)
Rights and permissions
About this article
Cite this article
Bai, C., Wu, Y., Cao, B. et al. De novo transcriptome assembly based on RNA-seq and dynamic expression of key enzyme genes in loganin biosynthetic pathway of Cornus officinalis. Tree Genetics & Genomes 14, 57 (2018). https://doi.org/10.1007/s11295-018-1270-0
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11295-018-1270-0