Abstract
The unicellular green alga Dunaliella salina is well adapted to salt stress and contains compounds (including β-carotene and vitamins) with potential commercial value. A large transcriptome database of D. salina during the adjustment, exponential and stationary growth phases was generated using a high throughput sequencing platform. We characterized the metabolic processes in D. salina with a focus on valuable metabolites, with the aim of manipulating D. salina to achieve greater economic value in large-scale production through a bioengineering strategy. Gene expression profiles under salt stress verified using quantitative polymerase chain reaction (qPCR) implied that salt can regulate the expression of key genes. This study generated a substantial fraction of D. salina transcriptional sequences for the entire growth cycle, providing a basis for the discovery of novel genes. This first full-scale transcriptome study of D. salina establishes a foundation for further comparative genomic studies.
摘要
目 的
解析杜氏盐藻代谢过程, 主要关注盐胁迫下累积的代谢物 (渗透平衡产物、多胺和类胡萝卜素) 的代谢。
创新点
本研究通过高通量测序产生了大量来自杜氏盐藻整个生长周期的转录组数据, 描述了杜氏盐藻在盐胁迫下累积的渗透平衡产物、 多胺和类胡萝卜素的代谢过程。另外通过该手段也进一步分析了盐胁迫处理下, 抑制精胺合成底物的供应可能会缓解盐藻增殖对胡萝卜素含量的影响。
方 法
以来自3 个不同生长时期的杜氏盐藻为材料, 进行大规模转录组测序。 在转录组功能注释的基础上, 预测了杜氏盐藻盐胁迫下累积的渗透平衡产物 (图3)、 多胺 (图4) 和类胡萝卜素 (图5) 的代谢路径。 利用相对定量聚合酶链反应 (qPCR) 技术构建了相关代谢路径中关键基因的表达谱 (图6)。
结 论
通过杜氏盐藻转录组测序共获取了 39820 条单一序列。 在功能注释和聚类分析的基础上预测了杜氏盐藻盐胁迫下累积的渗透平衡产物 (甘油和脯氨酸)、 多胺以及类胡萝卜素的代谢路径。 相关代谢途径的关键酶的表达谱分析, 说明盐能够调节甘油、脯氨酸以及多胺的代谢过程。 抑制精胺合成底物的供应可能会缓解盐藻增殖对胡萝卜素含量的影响。
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References
Alkayala, F., Albionb, R.L., Tillettb, R.L., et al., 2010. Expressed sequence tag (EST) profiling in hyper saline shocked Dunaliella salina reveals high expression of protein synthetic apparatus components. Plant Sci., 179(5): 437–449. http://dx.doi.org/10.1016/j.plantsci.2010.07.001
Bradbury, L.M.T., Shumskaya, M., Tzfadia, O., et al., 2012. Lycopene cyclase paralog CruP protects against reactive oxygen species in oxygenic photosynthetic organisms. Proc. Natl. Acad. Sci. USA, 109: E1888–E1897. http://dx.doi.org/10.1073/pnas.1206002109
Brewster, J.L., Gustin, M.C., 2014. Hog1:20 years of discovery and impact. Sci. Signal, 7(343): re7. http://dx.doi.org/10.1126/scisignal.2005458
Cai, M., He, L.H., Yu, T.Y., 2013. Molecular clone and expression of a NAD+-dependent glycerol-3-phosphate dehydrogenase isozyme gene from the halotolerant alga Dunaliella salina. PLoS ONE, 8(4): e62287. http://dx.doi.org/10.1371/journal.pone.0062287
Chen, H., Jiang, J., 2009. Osmotic responses of Dunaliella to the changes of salinity. J. Cell Physiol., 219(2): 251–258. http://dx.doi.org/10.1002/jcp.21715
Chen, H., Lao, Y.M., Jiang, J.G., 2011. Effects of salinities on the gene expression of a (NAD+)-dependent glycerol-3-phosphate dehydrogenase in Dunaliella salina. Sci. Total Environ., 409(7): 1291–1297. http://dx.doi.org/10.1016/j.scitotenv.2010.12.038
Chen, H., Lu, Y., Jiang, J.G., 2012. Comparative analysis on the key enzymes of the glycerol cycle metabolic pathway in Dunaliella salina under osmotic stresses. PLoS ONE, 7(6): e37578. http://dx.doi.org/10.1371/journal.pone.0037578
Conesa, A., Götz, S., García-Gomez, J.M., et al., 2005. Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics, 21(18): 3674–3676. http://dx.doi.org/10.1093/bioinformatics/bti610
Couso, I., Vila, M., Rodriguez, H., et al., 2011. Overexpression of an exogenous phytoene synthase gene in the unicellular alga Chlamydomonas reinhardtii leads to an increase in the content of carotenoids. Biotechnol. Prog., 27(1): 54–60. http://dx.doi.org/10.1002/btpr.527
Deng, G., Liang, J., Xu, D., et al., 2013. The relationship between proline content, the expression level of P5CS (Δ1-pyrroline-5-carboxylate synthetase), and drought tolerance in tibetan hulless barley (Hordeum vulgare var. nudum). Russ. J. Plant Physiol., 60(5): 693–700. http://dx.doi.org/10.1134/S1021443713050038
Ferriols, V.M.E.N., Yaginuma, R., Adachi, M., et al., 2015. Cloning and characterization of farnesyl pyrophosphate synthase from the highly branched isoprenoid producing diatom Rhizosolenia setigera. Sci. Rep., 5: 10246.
García, F., Freile-Pelegrin, Y., Robledo, D., 2007. Physiological characterization of Dunaliella sp. (Chlorophyta, Volvocales) from Yucatan, Mexico. Bioresour. Technol., 98(7): 1359–1365. http://dx.doi.org/10.1016/j.biortech.2006.05.051
Goyal, A., 2007a. Osmoregulation in Dunaliella, part I: effects of osmotic stress on photosynthesis, dark respiration and glycerol metabolism in Dunaliella tertiolecta and its salt-sensitive mutant (HL 25/8). Plant Physiol. Biochem., 45(9): 696–704. http://dx.doi.org/10.1016/j.plaphy.2007.05.008
Goyal, A., 2007b. Osmoregulation in Dunaliella, Part II: photosynthesis and starch contribute carbon for glycerol synthesis during a salt stress in Dunaliella tertiolecta. Plant Physiol. Biochem., 45(9): 705–710. http://dx.doi.org/10.1016/j.plaphy.2007.05.009
Grabherr, M.G., Haas, B.J., Yassour, M., et al., 2011. Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat. Biotechnol., 29(7): 644–654. http://dx.doi.org/10.1038/nbt.1883
Hamana, K., Matsuzaki, S., 1982. Widespread occurrence of norspermidine and norspermine in eukaryotic algae. J. Biochem., 91(4): 1321–1328. http://dx.doi.org/10.1093/oxfordjournals.jbchem.a133818
Huson, D.H., Mitra, S., Ruscheweyh, H.J., et al., 2011. Integrative analysis of environmental sequences using MEGAN4. Genome Res., 21(9): 1552–1560. http://dx.doi.org/10.1101/gr.120618.111
Jensen, L.J., Julien, P., Kuhn, M., et al., 2008. eggNOG: automated construction and annotation of orthologous groups of genes. Nucleic Acids Res., 36(Databse issue): D250–D254. http://dx.doi.org/10.1093/nar/gkm796
Kim, J., Smith, J.J., Tian, L., et al., 2009. The evolution and function of carotenoid hydroxylases in Arabidopsis. Plant Cell Physiol., 50(3): 463–479. http://dx.doi.org/10.1093/pcp/pcp005
Liu, H., Wu, W., Hou, K., et al., 2015. Transcriptome changes in Polygonum multiflorum Thunb. roots induced by methyl jasmonate. J. Zhejiang Univ.-Sci. B (Biomed. & Biotechnol.), 16(12): 1027–1041. http://dx.doi.org/10.1631/jzus.B1500150
Liu, J., Zhang, D., Hong, L., 2014. Isolation, characterization and functional annotation of the salt tolerance genes through screening the high-quality cDNA library of the halophytic green alga Dunaliella salina (Chlorophyta). Ann. Microbiol., 24(3): 1293–1302. http://dx.doi.org/10.1007/s13213-014-0967-z
Marco, F., Alcázar, R.N., Tiburcio, A.F., et al., 2011. Interactions between polyamines and abiotic stress pathway responses unraveled by transcriptome analysis of polyamine overproducers. OMICS, 15(11): 775–782. http://dx.doi.org/10.1089/omi.2011.0084
Mishra, A., Mandoli, A., Jha, B., 2008. Physiological characterization and stress-induced metabolic responses of Dunaliella salina isolated from salt pan. J. Ind. Microbiol. Biot., 35(10): 1093–1101. http://dx.doi.org/10.1007/s10295-008-0387-9
Mogedas, B., Casal, C., Forján, E., et al., 2009. β-Carotene production enhancement by UV-A radiation in Dunaliella bardawil cultivated in laboratory reactors. J. Biosci. Bioeng., 108(1): 47–51. http://dx.doi.org/10.1016/j.jbiosc.2009.02.022
Moriya, Y., Itoh, M., Okuda, S., et al., 2007. KAAS: an automatic genome annotation and pathway reconstruction server. Nucleic Acids Res., 35(Suppl. 2): W182–W185. http://dx.doi.org/10.1093/nar/gkm321
Mortazavi, A., Williams, B.A., McCue, K., et al., 2008. Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat. Methods, 5(7): 621–628. http://dx.doi.org/10.1038/nmeth.1226
Rabbani, S., Beyer, P., Lintig, J.V., et al., 1998. Induced β-carotene synthesis driven by triacylglycerol deposition in the unicellular alga Dunaliella bardawil. Plant Physiol., 116: 1239–1248. http://dx.doi.org/10.1104/pp.116.4.1239
Rad, F.A., Aksoz, N., Hejazi, M.A., 2011. Effect of salinity on cell growth and β-carotene production in Dunaliella sp. isolates from Urmia Lake in northwest of Ira. Afr. J. Biotechnol., 10(12): 2282–2289.
Ramos, A.A., Polle, J., Tran, D., et al., 2011. The unicellular green alga Dunaliella salina Teod. as a model for abiotic stress tolerance: genetic advances and future perspectives. Harmful Algae, 26(1): 3–20. http://dx.doi.org/10.4490/algae.2011.26.1.003
Rismani-Yazdi, H., Haznedaroglu, B.Z., Bibby, K., et al., 2011. Transcriptome sequencing and annotation of the microalgae Dunaliella tertiolecta: pathway description and gene discovery for production of next-generation biofuels. BMC Genomics, 12: 148. http://dx.doi.org/10.1186/1471-2164-12-148
Sathasivam, R., Kermanee, P., Roytrakul, S., et al., 2012. Isolation and molecular identification of β-carotene producing strains of Dunaliella salina and Dunaliella bardawil from salt soil samples by using species-specific primers and internal transcribed spacer (ITS) primers. Afr. J. Biotechnol., 11(102): 16677–16687.
Smith, D.R., Lee, R.W., Cushman, J.C., et al., 2010. The Dunaliella salina organelle genomes: large sequences, inflated with intronic and intergenic DNA. BMC Plant Biol., 10: 14. http://dx.doi.org/10.1186/1471-2229-10-14
Steinbrenner, J., Linden, H., 2001. Regulation of two carotenoid biosynthesis genes coding for phytoene synthase and carotenoid hydroxylase during stress-induced astaxanthin formation in the green alga Haematococcus pluvialis. Plant Physiol., 125(2): 810–817. http://dx.doi.org/10.1104/pp.125.2.810
Surget-Groba, Y., Montoya-Burgos, J.I., 2010. Optimization of de novo transcriptome assembly from next-generation sequencing data. Genome Res., 20: 1432–1440.
Theiss, C., Bohley, P., Voigt, J., 2002. Regulation by polyamines of ornithine decarboxylase activity and cell division in the unicellular green alga Chlamydomonas reinhardtii. Plant Physiol., 128(4): 1470–1479. http://dx.doi.org/10.1104/pp.010896
Tian, J., Yu, J., 2009. Changes in ultrastructure and responses of antioxidant systems of algae (Dunaliella salina) during acclimation to enhanced ultraviolet-B radiation. J. Photochem. Photobiol. B, 97(3): 152–160. http://dx.doi.org/10.1016/j.jphotobiol.2009.09.003
Tran, D., Haven, J., Qiu, W.G., et al., 2009. An update on carotenoid biosynthesis in algae: phylogenetic evidence for the existence of two classes of phytoene synthase. Planta, 229(3): 723–729. http://dx.doi.org/10.1007/s00425-008-0866-2
Varela, J.C., Pereira, H., Vila, M., et al., 2015. Production of carotenoids by microalgae: achievements and challenges. Photosynth. Res., 125: 423–436. http://dx.doi.org/10.1007/s11120-015-0149-2
Venekamp, J.H., 2006. Regulation of cytosol acidity in plants under conditions of drought. Physiol. Plantarum, 76(1): 112–117. http://dx.doi.org/10.1111/j.1399-3054.1989.tb05461.x
Voigt, J., Deinert, B., Bohley, P., 2000. Subcellular localization and light-dark control of ornithine decarboxylase in the unicellular green alga Chlamydomonas reinhardtii. Physiol. Plant, 108(2000): 353–360. http://dx.doi.org/10.1034/j.1399-3054.2000.108004353.x
Wang, X., Xia, X., Huang, F., et al., 2012. Genetic modification of secondary metabolite biosynthesis in higher plants: a review. J. Biotechnol., 28(10): 1151–1163 (in Chinese).
Wang, Z., Fang, B., Chen, J., et al., 2010. De novo assembly and characterization of root transcriptome using Illumina paired-end sequencing and development of cSSR markers in sweetpotato (Ipomoea batatas). BMC Genomics, 11: 726–739. http://dx.doi.org/10.1186/1471-2164-11-726
Xu, D.L., Long, H., Liang, J.J., et al., 2012. De novo assembly and characterization of the root transcriptome of Aegilops variabilis during an interaction with the cereal cyst nematode. BMC Genomics, 13: 133–141.
Zhao, R., Cao, Y., Xu, H., et al., 2011. Analysis of espressed sequence tags from the green alga Dunaliella salina (Chalrophyta). J. Phycol., 47(6): 1454–1460. http://dx.doi.org/10.1111/j.1529-8817.2011.01071.x
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Project supported by the National High-Tech R&D Program (863) of China (No. 2007AA09Z449)
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Table S4 Enzymes identified in metabolism of osmolytes (glycerol and proline), polyamines, and carotenoid through annotation of D. salina transcriptome
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Hong, L., Liu, Jl., Midoun, S.Z. et al. Transcriptome sequencing and annotation of the halophytic microalga Dunaliella salina . J. Zhejiang Univ. Sci. B 18, 833–844 (2017). https://doi.org/10.1631/jzus.B1700088
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DOI: https://doi.org/10.1631/jzus.B1700088
Key words
- Dunaliella salina
- Transcriptome profile
- Metabolic processes and adjustment
- Regulatory metabolism
- Salt stress