Abstract
Next-generation sequencing (NGS) technologies have enabled genome analysis of numerous economically important plants including the natural rubber tree, Hevea brasiliensis. As a result, genomic sequence data of three rubber tree clones and various types of transcriptome data such as RNA-seq, ESTs, full-length cDNAs, and isoform sequencing (Iso-seq) are currently available in the public domain. A combination of high-throughput omics approaches has led us to a deeper understanding of gene regulation. Information on the precise transcription start sites (TSSs) of genes is essential to reveal transcriptional regulation. In this chapter, we introduce the application of the CAGE (cap analysis gene expression) method for genome-wide identification of TSSs in H. brasiliensis. CAGE is a technique to obtain accurate and comprehensive TSSs throughout the genome. The data obtained from CAGE can be used to update annotation of 5′ UTRs and tissue-specific TSSs. Accurate information about TSSs also enables elucidation of gene regulatory elements in core promoters, such as TATA boxes, initiator elements (Inrs) and transcription factor-binding sites (TFBSs). By including RNA-seq and full-length cDNA data, it is also possible to generate statistics in order to discover novel genes, non-coding RNAs (ncRNAs), and antisense transcripts. In this chapter, we discuss CAGE analysis in combination with other transcriptomic data in H. brasiliensis with the ultimate aim of controlling rubber biosynthetic pathways. The CAGE data are accessible at http://rubber.riken.jp.
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References
Adiconis X, Haber AL, Simmons SK, Levy Moonshine A, Ji Z, Busby MA et al (2018) Comprehensive comparative analysis of 5’-end RNA-sequencing methods. Nat Methods 15(7):505–511. https://doi.org/10.1038/s41592-018-0014-2
Andersson R, Gebhard C, Miguel-Escalada I, Hoof I, Bornholdt J, Boyd M et al (2014) An atlas of active enhancers across human cell types and tissues. Nature 507(7493):455–461. https://doi.org/10.1038/nature12787
Buenrostro JD, Wu B, Chang HY, Greenleaf WJ (2015) ATAC-seq: a method for assaying chromatin accessibility genome-wide. Curr Protoc Mol Biol 109:21.29.1-9. https://doi.org/10.1002/0471142727.mb2129s109
Campbell MS, Law M, Holt C, Stein JC, Moghe GD, Hufnagel DE et al (2014) MAKER-P: a tool kit for the rapid creation, management, and quality control of plant genome annotations. Plant Physiol 164(2):513–524. https://doi.org/10.1104/pp.113.230144
Chao J, Chen Y, Wu S, Tian WM (2015) Comparative transcriptome analysis of latex from rubber tree clone CATAS8-79 and PR107 reveals new cues for the regulation of latex regeneration and duration of latex flow. BMC Plant Biol 15:104. https://doi.org/10.1186/s12870-015-0488-3
Chow K-S, Khoo J-S, Mohd-Zainuddin Z, Ng S-M, Hoh C-C (2019) Utility of PacBio Iso-Seq for transcript and gene discovery in Hevea latex. J Rubber Res 22:169–186. https://doi.org/10.1007/s42464-019-00026-7
Cooper SJ, Trinklein ND, Anton ED, Nguyen L, Myers RM (2006) Comprehensive analysis of transcriptional promoter structure and function in 1% of the human genome. Genome Res 16(1):1–10. https://doi.org/10.1101/gr.4222606
Dong Q, Li N, Li X, Yuan Z, Xie D, Wang X et al (2018) Genome-wide Hi-C analysis reveals extensive hierarchical chromatin interactions in rice. Plant J 94(6):1141–1156. https://doi.org/10.1111/tpj.13925
Dröge-Laser W, Snoek BL, Snel B, Weiste C (2018) The Arabidopsis bZIP transcription factor family—an update. Curr Opin Plant Biol 45(Pt A):36–49. https://doi.org/10.1016/j.pbi.2018.05.001
Epping J, Deenen NV, Niephaus E, StolzeA, Fricke J, Huber C et al (2015) A rubber transferase activator is necessary for natural rubber biosynthesis in dandelion. Nat Plants 1:15048. https://doi.org/10.1038/nplants.2015.48
Fatemi M, Pao MM, Jeong S, Gal-Yam EN, Egger G, Weisenberger DJ et al (2005) Footprinting of mammalian promoters: use of a CpG DNA methyltransferase revealing nucleosome positions at a single molecule level. Nucl Acids Res 33(20):e176. https://doi.org/10.1093/nar/gni180
Fejes-Toth K, Sotirova V, Sachidanandam R, Assaf G, Hannon GJ, Kapranov P, Foissac S, Willingham AT, Duttagupta R, Dumais E et al (2009) Post-transcriptional processing generates a diversity of 50-modified long and short RNAs. Nature 57:1028–1032
Ferreira M, Mendonça RJ, Coutinho-Netto J, Mulato M (2009) Angiogenic properties of natural rubber latex biomembranes and the serum fraction of Hevea brasiliensis. Braz J Phys 39(3). https://doi.org/10.1590/s0103-97332009000500010
Hurtado Páez UA, García Romero IA, Restrepo Restrepo S, Aristizábal Gutiérrez FA, Montoya Castaño D (2015) Assembly and analysis of differential transcriptome responses of Hevea brasiliensis on interaction with Microcyclus ulei. PLoS ONE 10(8):e0134837. https://doi.org/10.1371/journal.pone.0134837
Kawaji H, Lizio M, Itoh M, Kanamori-Katayama M, Kaiho A, Nishiyori-Sueki H et al (2014) Comparison of CAGE and RNA-seq transcriptome profiling using clonally amplified and single-molecule next-generation sequencing. Genome Res 24(4):708–717. https://doi.org/10.1101/gr.156232.113
Kodzius R, Kojima M, Nishiyori H, Nakamura M, Fukuda S, Tagami M et al (2006) CAGE: cap analysis of gene expression. Nat Methods 3(3):211–222. https://doi.org/10.1038/nmeth0306-211
Kurihara Y, Makita Y, Kawashima M, Hamasaki H, Yamamoto YY, Matsui M (2014) Next-generation sequencing of genomic DNA fragments bound to a transcription factor in vitro reveals its regulatory potential. Genes (Basel) 5(4):1115–1131. https://doi.org/10.3390/genes5041115
Kurihara Y, Makita Y, Kawashima M, Fujita T, Iwasaki S, Matsui M (2018) Transcripts from downstream alternative transcription start sites evade uORF-mediated inhibition of gene expression in. Proc Natl Acad Sci U S A 115(30):7831–7836. https://doi.org/10.1073/pnas.1804971115
Lau NS, Makita Y, Kawashima M, Taylor TD, Kondo S, Othman AS et al (2016) The rubber tree genome shows expansion of gene family associated with rubber biosynthesis. Sci Rep 6:28594. https://doi.org/10.1038/srep28594
Li H, Durbin R (2009) Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25(14):1754–1760. https://doi.org/10.1093/bioinformatics/btp324
Liu JP, Hu J, Liu YH, Yang CP, Zhuang YF, Guo XL et al (2018) Transcriptome analysis of Hevea brasiliensis in response to exogenous methyl jasmonate provides novel insights into regulation of jasmonate-elicited rubber biosynthesis. Physiol Mol Biol Plants 24(3):349–358. https://doi.org/10.1007/s12298-018-0529-0
Maher KA, Bajic M, Kajala K, Reynoso M, Pauluzzi G, West DA et al (2018) Profiling of accessible chromatin regions across multiple plant species and cell types reveals common gene regulatory principles and new control modules. Plant Cell 30(1):15–36. https://doi.org/10.1105/tpc.17.00581
Makita Y, Ng KK, Veera Singham G, Kawashima M, Hirakawa H, Sato S et al (2017) Large-scale collection of full-length cDNA and transcriptome analysis in Hevea brasiliensis. DNA Res. https://doi.org/10.1093/dnares/dsw056
Makita Y, Kawashima M, Lau NS, Othman AS, Matsui M (2018) Construction of Pará rubber tree genome and multi-transcriptome database accelerates rubber researches. BMC Genom 19(Suppl 1):922. https://doi.org/10.1186/s12864-017-4333-y
Mantello CC, Cardoso-Silva CB, da Silva CC, de Souza LM, Scaloppi Junior EJ, de Souza Gonçalves P et al (2014) De novo assembly and transcriptome analysis of the rubber tree (Hevea brasiliensis) and SNP markers development for rubber biosynthesis pathways. PLoS ONE 9(7):e102665. https://doi.org/10.1371/journal.pone.0102665
Mejía-Guerra MK, Li W, Galeano NF, Vidal M, Gray J, Doseff AI et al (2015) Core promoter plasticity between maize tissues and genotypes contrasts with predominance of sharp transcription initiation sites. Plant Cell 27(12):3309–3320. https://doi.org/10.1105/tpc.15.00630
Minoche AE, Dohm JC, Schneider J, Holtgräwe D, Viehöver P, Montfort M et al (2015) Exploiting single-molecule transcript sequencing for eukaryotic gene prediction. Genome Biol 16:184. https://doi.org/10.1186/s13059-015-0729-7
Morton T, Petricka J, Corcoran DL, Li S, Winter CM, Carda A et al (2014) Paired-end analysis of transcription start sites in Arabidopsis reveals plant-specific promoter signatures. Plant Cell 26(7):2746–2760. https://doi.org/10.1105/tpc.114.125617
Murata M, Nishiyori-Sueki H, Kojima-Ishiyama M, Carninci P, Hayashizaki Y, Itoh M (2014) Detecting expressed genes using CAGE. Methods Mol Biol 1164:67–85. https://doi.org/10.1007/978-1-4939-0805-9_7
Nepal C, Hadzhiev Y, Previti C, Haberle V, Li N, Takahashi H et al (2013) Dynamic regulation of the transcription initiation landscape at single nucleotide resolution during vertebrate embryogenesis. Genome Res 23(11):1938–1950. https://doi.org/10.1101/gr.153692.112
Ohmiya H, Vitezic M, Frith MC, Itoh M, Carninci P, Forrest AR et al (2014) RECLU: a pipeline to discover reproducible transcriptional start sites and their alternative regulation using capped analysis of gene expression (CAGE). BMC Genom 15:269. https://doi.org/10.1186/1471-2164-15-269
O’Malley RC, Huang SC, Song L, Lewsey MG, Bartlett A, Nery JR et al (2016) Cistrome and epicistrome features shape the regulatory DNA landscape. Cell 165(5):1280–1292. https://doi.org/10.1016/j.cell.2016.04.038
Pootakham W, Sonthirod C, Naktang C, Ruang-Areerate P, Yoocha T, Sangsrakru D et al (2017) De novo hybrid assembly of the rubber tree genome reveals evidence of paleotetraploidy in Hevea species. Sci Rep 7:41457. https://doi.org/10.1038/srep41457
Pumplin N, Sarazin A, Jullien PE, Bologna NG, Oberlin S, Voinnet O (2016) DNA methylation influences the expression of DICER-LIKE4 isoforms, which encode proteins of alternative localization and function. Plant Cell 28(11):2786–2804. https://doi.org/10.1105/tpc.16.00554
Sakakibara Y, Irie T, Suzuki Y, Yamashita R, Wakaguri H, Kanai A et al (2007) Intrinsic promoter activities of primary DNA sequences in the human genome. DNA Res 14(2):71–77. https://doi.org/10.1093/dnares/dsm006
Tang C, Yang M, Fang Y, Luo Y, Gao S, Xiao X et al (2016) The rubber tree genome reveals new insights into rubber production and species adaptation. Nat Plants 2(6):16073. https://doi.org/10.1038/nplants.2016.73
Tokizawa M, Kusunoki K, Koyama H, Kurotani A, Sakurai T, Suzuki Y et al (2017) Identification of Arabidopsis genic and non-genic promoters by paired-end sequencing of TSS tags. Plant J 90(3):587–605. https://doi.org/10.1111/tpj.13511
Ushijima T, Hanada K, Gotoh E, Yamori W, Kodama Y, Tanaka H et al (2017) Light controls protein localization through phytochrome-mediated alternative promoter selection. Cell 171(6):1316–1325.e12. https://doi.org/10.1016/j.cell.2017.10.018
Yamamoto YY, Ichida H, Abe T, Suzuki Y, Sugano S, Obokata J (2007) Differentiation of core promoter architecture between plants and mammals revealed by LDSS analysis. Nucl Acids Res 35(18):6219–6226. https://doi.org/10.1093/nar/gkm685
Yin H, Zhang X, Zhang B, Luo H, He C (2019) Revealing the dominant long noncoding RNAs responding to the infection with Colletotrichum gloeosporioides in Hevea brasiliensis. Biol Direct 14(1):7. https://doi.org/10.1186/s13062-019-0235-z
Yu CP, Lin JJ, Li WH (2016) Positional distribution of transcription factor binding sites in Arabidopsis thaliana. Sci Rep 6:25164. https://doi.org/10.1038/srep25164
Zhang Y, Leclercq J, Wu S, Ortega-Abboud E, Pointet S, Tang C et al (2019) Genome-wide analysis in Hevea brasiliensis laticifers revealed species-specific post-transcriptional regulations of several redox-related genes. Sci Rep 9(1):5701. https://doi.org/10.1038/s41598-019-42197-8
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Makita, Y., Kurihara, Y., Lau, NS., Kawashima, M., Othman, A.S., Matsui, M. (2020). Genome-Wide Analysis of Transcription Start Sites and Core Promoter Elements in Hevea brasiliensis. In: Matsui, M., Chow, KS. (eds) The Rubber Tree Genome. Compendium of Plant Genomes. Springer, Cham. https://doi.org/10.1007/978-3-030-42258-5_6
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