Abstract
Kenaf is a valuable fiber and medicinal crop. Here, we performed RNA-sequencing to obtain comprehensive transcriptome information and identify putative genes involved in biosynthetic pathways of anthocyanins and kaempferitrin in kenaf. A total of 39.6 Gb reads were generated for six kenaf accessions. Individual de novo assembly of each accession and clustering of whole transcriptome contigs finally yielded 299,880 representative transcripts having an average length of 1217 bp, of which 231,825 (77.3%) were annotated against various databases. Expression profiling of the transcripts identified 6,592 differentially expressed genes (DEGs) among the three accessions, C-14 (a local landrace) and two of its mutant varieties, Jeokbong (purple leaves and stems) and Baekma (light green leaves and stems). In addition to their altered coloration, leaves of these two mutants had significantly different anthocyanin and kaempferitrin contents. We constructed anthocyanin and kaempferitrin biosynthetic pathways and identified 671 transcripts mapping to the entire pathway. In addition, 29 DEGs assigned to eight structural genes and 41 DEGs related to three transcription factor families were identified in high anthocyanin- and kaempferitrin-accumulating mutant Jeokbong. Our results provide a large transcriptome library pool for understanding gene functions and should also be useful in further studies of flavonoid biosynthesis in kenaf.
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References
Agbor GA, Oben JE, Ngogang JY, Xinxing C, Vinson JA (2005) Antioxidant capacity of some herbs/spices from Cameroon: a comparative study of two methods. J Agr Food Chem 53:6819–6824
Ahloowalia BS, Maluszynski M, Nichterlein K (2004) Global impact of mutation-derived varieties. Euphytica 135:187–204
Albert NW, Lewis DH, Zhang H, Schwinn KE, Jameson PE, Davies KM (2011) Members of an R2R3-MYB transcription factor family in Petunia are developmentally and environmentally regulated to control complex floral and vegetative pigmentation patterning. Plant J 65:771–784
Alexopoulou E, Papatheohari Y, Christou M, Monti A (2013) Origin, description, importance, and cultivation area of kenaf. In: Monti A, Alexopoulou E (eds) Kenaf: a multi-purpose crop for several industrial applications: new insights from the Biokenaf project. Springer, London, pp 1–15
Cazarolli LH, Zanatta L, Jorge AP, de Sousa E, Horst H, Woehl VM, Pizzolatti MG, Szpoganicz B, Silva FRMB (2006) Follow-up studies on glycosylated flavonoids and their complexes with vanadium: their anti-hyperglycemic potential role in diabetes. Chem Biol Interact 163:177–191
Chen P, Ran S, Li R, Huang Z, Qian J, Yu M, Zhou R (2014) Transcriptome de novo assembly and differentially expressed genes related to cytoplasmic male sterility in kenaf (Hibiscus cannabinus L.). Mol Breed 34:1879–1891
Chowdhury MEK, Choi B, Cho BK, Kim JB, Park SU, Natarajan S, Lim HS, Bae H (2013) Regulation of 4CL encoding 4-coumarate: coenzyme a ligase expression in kenaf under diverse stress conditions. Plant Omics J 6:254–262
de Pascual-Teresa S, Sanchez-Ballesta MT (2008) Anthocyanins: from plant to health. Phytochem Rev 7:281–299
de Sousa E, Zanatta L, Seifriz I, Creczynski-Pasa TB, Pizzolatti MG, Szpoganicz B, Silva FR (2004) Hypoglycemic effect and antioxidant potential of kaempferol-3,7-O-ɑ-dirhamnoside from Bauhinia forficata leaves. J Nat Prod 67:829–832
Eulgem T, Somssich IE (2007) Networks of WRKY transcription factors in defense signaling. Curr Opin Plant Biol 10:366–371
Fu L, Niu B, Zhu Z, Wu S, Li W (2012) CD-HIT: accelerated for clustering the next-generation sequencing data. Bioinformatics 28:3150–3152
Garber M, Grabherr MG, Guttman M, Trapnell C (2011) Computational methods for transcriptome annotation and quantification using RNA-seq. Nat Methods 8:469–477
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 Biotech 29:644–652
Grotewold E (2006) The science of flavonoids. Springer, New York
He F, Mu L, Yan GL, Liang NN, Pan QH, Wang J, Reeves MJ, Duan CQ (2010) Biosynthesis of anthocyanins and their regulation in colored grapes. Molecules 15:9057
He X, Zhao X, Gao L, Shi X, Dai X, Liu Y, Xia T, Wang Y (2018) Isolation and characterization of key genes that promote flavonoid accumulation in purple-leaf tea (Camellia sinensis L.). Sci Rep 8:130
Hichri I, Barrieu F, Bogs J, Kappel C, Delrot S, Lauvergeat V (2011) Recent advances in the transcriptional regulation of the flavonoid biosynthetic pathway. J Exp Bot 62:2465–2483
Jeong MJ, Choi B, Bae DW, Shin SC, Park SU, Lim HS, Kim J, Kim JB, Cho BK, Bae H (2012) Differential expression of kenaf phenylalanine ammonia-lyase (PAL) ortholog during developmental stages and in response to abiotic stresses. Plant Omics J 3:392–399
Jin CW, Ghimeray AK, Wang L, Xu ML, Piao JP, Cho DH (2013) Far infrared assisted kenaf leaf tea preparation and its effect on phenolic compounds, antioxidant and ACE inhibitory activity. J Med Plants Res 7:1121–1128
Joint FAO/IAEA Mutant Variety Database. https://mvd.iaea.org
Jones P, Binns D, Chang HY, Fraser M, Li W, McAnulla C, McWilliam H, Maslen J, Mitchell A, Nuka G, Sangrador-Vegas A, Quinn AF, Scheremetjew M, Lopez R, Hunter S, Pesseat S, Yong SY (2014) InterProScan 5: genome-scale protein function classification. Bioinformatics 30:1236–1240
Jorge AP, Horst H, de Sousa E, Pizzolatti MG, Silva FRMB (2004) Insulinomimetic effects of kaempferitrin on glycaemia and on 14C-glucose uptake in rat soleus muscle. Chem Biol Interact 149:89–96
Kang SY, Kim PG, Kang YK, Kang BK, ZK U, Riu KZ, Song HS (2004) Growth, yield and photosynthesis of introduced kenaf cultivars in Korea. Korean J Plant Res 17:139–146
Kobaisy M, Tellez MR, Webber CL, Dayan FE, Schrader KK, Wedge DE (2001) Phytotoxic and fungitoxic activities of the essential oil of kenaf (Hibiscus cannabinus L.) leaves and its composition. J Agric Food Chem 49:3768–3771
Koes R, Verweij W, Quattrocchio F (2005) Flavonoids: a colorful model for the regulation and evolution of biochemical pathways. Trends Plant Sci 10:236–242
Laitinen RAE, Ainasoja M, Broholm SK, Teeri TH, Elomaa P (2008) Identification of target genes for a MYB-type anthocyanin regulator in Gerbera hybrida. J Exp Bot 59:3691–3703
Lee SH, Park YJ, Park SU, Lee SW, Kim SC, Jung CS, Jang JK, Hur Y, Kim YB (2017) Expression of genes related to phenylpropanoid biosynthesis in different organs of Ixeris dentata var. albiflora. Molecules 22:901
LeMahieu P, Oplinger E, Putnam D (2003) Kenaf. In Alternative field crops manual. https://hort.purdue.edu/newcrop/afcm/kenaf.html
Li B, Dewey CN (2011) RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinform 12:323
Li H, Li D, Chen A, Tang H, Li J, Huang S (2016) Characterization of the kenaf (Hibiscus cannabinus) global transcriptome using Illumina paired-end sequencing and development of EST-SSR markers. PLoS ONE 11:e0150548
Li H, Li D, Chen A, Tang H, Li J, Huang S (2017) RNA-seq for comparative transcript profiling of kenaf under salinity stress. J Plant Res 130:365–372
Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 25:402–408
Maluszynski M, Nichterlein K, van Zanten L, Ahloowalia BS (2000) Officially released mutant varieties the FAO/IAEA Database. Mut Breed Rev 12:1–84
Moriya Y, Itoh M, Okuda S, Yoshizawa AC, Kanehisa M (2007) KAAS: an automatic genome annotation and pathway reconstruction server. Nucleic Acids Res 35:W182–W185
Niu C, Chen M, Huang X, Chen H, Tao A, Xu J, Qi J (2017) Reference gene selection for qRT-PCR normalization analysis in kenaf (Hibiscus cannabinus L.) under abiotic stress and hormonal stimuli. Front Plant Sci 8:771
Pascovici D, Keighley T, Mirzaei M, Haynes PA, Cooke B (2012) PloGO: Plotting gene ontology annotation and abundance in multi-condition proteomics experiments. Proteomics 12:406–410
Qi T, Song S, Ren Q, Wu D, Huang H, Chen Y, Fan M, Peng W, Ren C, Xie D (2011) The Jasmonate-ZIM-domain proteins interact with the WD-Repeat/bHLH/MYB complexes to regulate jasmonate-mediated anthocyanin accumulation and trichome initiation in Arabidopsis thaliana. Plant Cell 23:1795–1814
Quattrocchio F, Verweij W, Kroon A, Spelt C, Mol J, Koes R (2006) PH4 of Petunia is an R2R3 MYB protein that activates vacuolar acidification through interactions with basic-helix-loop-helix transcription factors of the anthocyanin pathway. Plant Cell 18:1274–1291
Rakhimkhanov Z, Sadykov A, Ismailov A, Karimdzhanov A (1970) A study of the anthocyanins of kenaf. Chem Nat Comp 6:129–130
Ramsay NA, Glover BJ (2005) MYB–bHLH–WD40 protein complex and the evolution of cellular diversity. Trends Plant Sci 10:63–70
Rho HS, Ahn SM, Lee BC, Kim MK, Ghimeray SK, Jin CW, Cho DH (2010) Changes in flavonoid content and tyrosinase inhibitory activity in kenaf leaf extract after far-infrared treatment. Bioorg Med Chem Lett 20:7534–7536
Ross CA, Liu Y, Shen QJ (2007) The WRKY gene family in rice (Oryza sativa). J Integr Plant Biol 49:827–842
Sun J, Nishiyama T, Shimizu K, Kadota K (2013) TCC: an R package for comparing tag count data with robust normalization strategies. BMC Bioinform 14:219
Wei Q, Wang QY, Feng ZH, Wang B, Zhang YF, Yang Q (2012) Increased accumulation of anthocyanins in transgenic potato tubers by overexpressing the 3GT gene. Plant Biotechnol Rep 6:69–75
Yin R, Han K, Heller W, Albert A, Dobrev PI, Zazimalova E, Schaffner AR (2014) Kaempferol 3-O-rhamnoside-7-O-rhamnoside is an endogenous flavonol inhibitor of polar auxin transport in Arabidopsis shoots. New Phytol 201:466–475
Young MD, Wakefield MJ, Smyth GK, Oshlack A (2010) Gene ontology analysis for RNA-seq: accounting for selection bias. Genome Biol 11:R14
Zhao S, Li X, Cho DH, Arasu MV, Al-Dhabi NA, Park SU (2014) Accumulation of kaempferitrin and expression of phenyl-propanoid biosynthetic genes in kenaf (Hibiscus cannabinus). Molecules 19:16987
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This work was supported by the research program of Korea Atomic Energy Research Institute, Republic of Korea.
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HIC, JR, SJK, and SYK conceived and designed the experiments. JIL, HIC, and JR performed experiments and transcriptome analysis. JIL, HIC, YDJ, MJH, JBK, and JWA analyzed and interpreted the experimental data. JIL and HIC wrote the manuscript. All authors reviewed the results and approved the final version of the manuscript.
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12374_2020_9227_MOESM1_ESM.tif
Supplementary file1 Fig. S1. Comparison of morphological characteristics of C-14, Baekma (BM), and Jeokbong (JB). (A) Leaf. (B) Stem. (C) Whole plants in field. (TIF 21119 kb)
12374_2020_9227_MOESM2_ESM.tif
Supplementary file2 Fig. S2. A Venn diagram of differentially expressed genes (DEGs) involved in anthocyanin and kaempferitrin biosynthetic pathways in kenaf. In the case of enzymes with more than one identified DEG, the number of DEGs is given in parentheses. (TIF 3708 kb)
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Supplementary file3 Fig. S3. A Venn diagram of differentially expressed genes containing transcription factor (TF) domains regulating flavonoid biosynthetic pathway genes in kenaf. (TIF 3836 kb)
12374_2020_9227_MOESM4_ESM.tif
Supplementary file4 Fig. S4. Validation of differentially expressed genes related to anthocyanin and kaempferitrin biosynthesis by qRT-PCR. (A–L) Transcript expression levels for 4CL involved in phenylpropanoid biosynthesis (A–B), CHS, CHI, F3H, DFR, ANS, and FLS involved in flavonoid biosynthesis (C–J), and 3GT involved anthocyanin biosynthesis (K–L). Vertical bars are relative expression values (left y-axis) normalized to the abundance of the reference genes (HcACT7 for left graphs and HcPP2A for right graphs) by qRT-PCR, and lines indicate expression levels calculated from FPKM values (right y-axis) obtained by RNA sequencing. qRT-PCR data are based on three biological replicates and represent the mean ± SE of triplicate repeats. (TIF 10227 kb)
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Lyu, J.I., Choi, HI., Ryu, J. et al. Transcriptome Analysis and Identification of Genes Related to Biosynthesis of Anthocyanins and Kaempferitrin in Kenaf (Hibiscus cannabinus L.). J. Plant Biol. 63, 51–62 (2020). https://doi.org/10.1007/s12374-020-09227-9
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DOI: https://doi.org/10.1007/s12374-020-09227-9