Abstract
Transcriptomic data for Sorghum propinquum, the wild-type sorghum, are limited in public databases. S. propinquum has a subterranean rhizome and transcriptome data will help in understanding the molecular mechanisms underlying rhizome formation. We sequenced the transcriptome of S. propinquum aerial-shoot and rhizome using an Illumina platform. More than 70 % of the genes in the S. propinquum genome were expressed in aerial-shoot and rhizome. The expression patterns of 1963 and 599 genes, including transcription factors, were specific or enriched in aerial-shoot and rhizome respectively, indicating their possible roles in physiological processes in these tissues. Comparative analysis revealed several cis-elements, ACGT box, GCCAC, GATC and TGACG box, which showed significantly higher abundance in aerial-shoot-specific genes. In rhizome-specific genes MYB and ROOTMOTIFTAPOX1 motifs, and 10 promoter and cytokinin-responsive elements were highly enriched. Of the S. propinquum genes, 27.9 % were identified as alternatively spliced and about 60 % of the alternative splicing (AS) events were tissue-specific, suggesting that AS played a crucial role in determining tissue-specific cellular function. The transcriptome data, especially the co-localized rhizome-enriched expressed transcripts that mapped to the publicly available rhizome-related quantitative trait loci, will contribute to gene discovery in S. propinquum and to functional studies of the sorghum genome. Deep transcriptome sequencing revealed a clear difference in the expression patterns of genes between aerial-shoot and rhizome in S. propinquum. This data set provides essential information for future studies into the molecular genetic mechanisms involved in rhizome formation.
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Abbreviations
- QTLs:
-
Quantitative trait loci
- ESTs:
-
Expressed sequence tags
- PEG:
-
Polyethylene glycol
- TF:
-
Transcription factor
- Gb:
-
Gigabases
- RPKM:
-
Reads per kilobase of exon region per million mapped reads
- ARFs:
-
Auxin responsive factors
- LOB:
-
Lateral organ boundaries
- AS:
-
Alternative splicing
- ES:
-
Exon skipping
- IR:
-
Intron retention
- A5SS:
-
Alternative 5′ splicing site
- A3SS:
-
Alternative 3′ splice site
- GO:
-
Gene ontology
- ddCt:
-
Delta–delta Ct
References
Alonso R, Onate-Sanchez L, Weltmeier F, Ehlert A, Diaz I, Dietrich K, Vicente-Carbajosa J, Droge-Laser W (2009) A pivotal role of the basic leucine zipper transcription factor bZIP53 in the regulation of Arabidopsis seed maturation gene expression based on heterodimerization and protein complex formation. Plant Cell 21(6):1747–1761. doi:10.1105/tpc.108.062968
Baranowskij N, Frohberg C, Prat S, Willmitzer L (1994) A novel DNA binding protein with homology to Myb oncoproteins containing only one repeat can function as a transcriptional activator. EMBO J 13:5383–5392
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc. Series B (Methodological) 57(1):289–300
Berri S, Abbruscato P, Faivre-Rampant O, Brasileiro AC, Fumasoni I, Satoh K, Kikuchi S, Mizzi L, Morandini P, Pe ME, Piffanelli P (2009) Characterization of WRKY co-regulatory networks in rice and Arabidopsis. BMC Plant Biol 9:120. doi:10.1186/1471-2229-9-120
Buchanan CD, Lim S, Salzman RA, Kagiampakis I, Morishige DT, Weers BD, Klein RR, Pratt LH, Cordonnier-Pratt MM, Klein PE, Mullet JE (2005) Sorghum bicolor’s transcriptome response to dehydration, high salinity and ABA. Plant Mol Biol 58(5):699–720. doi:10.1007/s11103-005-7876-2
Burgess DJ (2012) Alternative splicing: proteomic rewiring through transcriptomic diversity. Nat Rev Genet 13(8):518
Calvino M, Messing J (2012) Sweet sorghum as a model system for bioenergy crops. Curr Opin Biotech 23(3):323–329
Chang YM, Liu WY, Shih ACC, Shen MN, Lu CH, Lu MYJ, Yang HW, Wang TY, Chen SCC, Chen SM, Li WH, Ku MSB (2012) Characterizing regulatory and functional differentiation between maize mesophyll and bundle sheath cells by transcriptomic analysis. Plant Physiol 160(1):165–177. doi:10.1104/pp.112.203810
Chapman EJ, Estelle M (2009) Mechanism of auxin-regulated gene expression in plants. Annu Rev Genet 43:265–285. doi:10.1146/annurev-genet-102108-134148
de Poel BV, Bulens I, Oppermann Y, Hertog ML, Nicolai BM, Sauter M, Geeraerd AH (2012) S-adenosyl-l-methionine usage during climacteric ripening of tomato in relation to ethylene and polyamine biosynthesis and transmethylation capacity. Physiol Plant 148(2):176–188. doi:10.1111/j.1399-3054.2012.01703.x
Dong XY, Hong ZL, Sivaramakrishnan M, Mahfouz M, Verma DPS (2005) Callose synthase (CalS5) is required for exine formation during microgametogenesis and for pollen viability in Arabidopsis. Plant J 42(3):315–328. doi:10.1111/j.1365-313X.2005.02379.x
Du Z, Zhou X, Ling Y, Zhang Z, Su Z (2010) agriGO: a GO analysis toolkit for the agricultural community. Nucleic Acids Res 38(Web Server issue):W64–W70. doi:10.1093/nar/gkq310
Dugas DV, Monaco MK, Olsen A, Klein RR, Kumari S, Ware D, Klein PE (2011) Functional annotation of the transcriptome of Sorghum bicolor in response to osmotic stress and abscisic acid. BMC Genomics 12:514. doi:10.1186/1471-2164-12-514
Ehlting J, Sauveplane V, Olry A, Ginglinger JF, Provart NJ, Werck-Reichhart D (2008) An extensive (co-)expression analysis tool for the cytochrome P450 superfamily in Arabidopsis thaliana. BMC Plant Biol 8:47. doi:10.1186/1471-2229-8-47
Feng G, Qin Z, Yan J, Zhang X, Hu Y (2011) Arabidopsis ORGAN SIZE RELATED1 regulates organ growth and final organ size in orchestration with ARGOS and ARL. New Phytol 191(3):635–646. doi:10.1111/j.1469-8137.2011.03710.x
Filichkin SA, Priest HD, Givan SA, Shen R, Bryant DW, Fox SE, Wong WK, Mockler TC (2010) Genome-wide mapping of alternative splicing in Arabidopsis thaliana. Genome Res 20(1):45–58. doi:10.1101/gr.093302.109
Fusada N, Masuda T, Kuroda H, Shimada H, Ohta H, Takamiya K (2005) Identification of a novel cis-element exhibiting cytokinin-dependent protein binding in vitro in the 5′-region of NADPH-protochlorophyllide oxidoreductase gene in cucumber. Plant Mol Biol 59(4):631–645. doi:10.1007/s11103-005-0579-x
Gonzalez-Guzman M, Pizzio GA, Antoni R, Vera-Sirera F, Merilo E, Bassel GW, Fernandez MA, Holdsworth MJ, Perez-Amador MA, Kollist H, Rodriguez PL (2012) Arabidopsis PYR/PYL/RCAR receptors play a major role in quantitative regulation of stomatal aperture and transcriptional response to abscisic acid. Plant Cell 24(6):2483–2496. doi:10.1105/tpc.112.098574
Guo L, Zhou J, Elling AA, Charron JB, Deng XW (2008) Histone modifications and expression of light-regulated genes in Arabidopsis are cooperatively influenced by changing light conditions. Plant Physiol 147(4):2070–2083. doi:10.1104/pp.108.122929
Hattori T, Totsuka M, Hobo T, Kagaya Y, Yamamoto-Toyoda A (2002) Experimentally determined sequence requirement of ACGT-containing abscisic acid response element. Plant Cell Physiol 43(1):136–140
Higo K, Ugawa Y, Iwamoto M, Korenaga T (1999) Plant cis-acting regulatory DNA elements (PLACE) database. Nucleic Acids Res 27(1):297–300
Hiraoka K, Yamaguchi A, Abe M, Araki T (2013) The florigen genes FT and TSF modulate lateral shoot outgrowth in Arabidopsis thaliana. Plant Cell Physiol 54(3):352–368. doi:10.1093/pcp/pcs168
Hiremath PJ, Farmer A, Cannon SB, Woodward J, Kudapa H, Tuteja R, Kumar A, Bhanuprakash A, Mulaosmanovic B, Gujaria N, Krishnamurthy L, Gaur PM, Kavikishor PB, Shah T, Srinivasan R, Lohse M, Xiao Y, Town CD, Cook DR, May GD, Varshney RK (2011) Large-scale transcriptome analysis in chickpea (Cicer arietinum L.), an orphan legume crop of the semi-arid tropics of Asia and Africa. Plant Biotechnol J 9(8):922–931. doi:10.1111/j.1467-7652.2011.00625.x
Holtan HE, Bandong S, Marion CM, Adam L, Tiwari S, Shen Y, Maloof JN, Maszle DR, Ohto MA, Preuss S, Meister R, Petracek M, Repetti PP, Reuber TL, Ratcliffe OJ, Khanna R (2011) BBX32, an Arabidopsis B-Box protein, functions in light signaling by suppressing HY5-regulated gene expression and interacting with STH2/BBX21. Plant Physiol 156(4):2109–2123. doi:10.1104/pp.111.177139
Hu Y, Xie Q, Chua NH (2003) The Arabidopsis auxin-inducible gene ARGOS controls lateral organ size. Plant Cell 15(9):1951–1961
Hu F, Wang D, Zhao X, Zhang T, Sun H, Zhu L, Zhang F, Li L, Li Q, Tao D, Fu B, Li Z (2011) Identification of rhizome-specific genes by genome-wide differential expression analysis in Oryza longistaminata. BMC Plant Biol 11:18. doi:10.1186/1471-2229-11-18
Ishihama N, Yoshioka H (2012) Post-translational regulation of WRKY transcription factors in plant immunity. Curr Opin Plant Biol 15(4):431–437. doi:10.1016/j.pbi.2012.02.003
Ito Y, Hirochika H, Kurata N (2002) Organ-specific alternative transcripts of KNOX family class 2 homeobox genes of rice. Gene 288(1–2):41–47. doi:S0378111902004602
Jain M, Khurana JP (2009) Transcript profiling reveals diverse roles of auxin-responsive genes during reproductive development and abiotic stress in rice. FEBS J 276(11):3148–3162. doi:10.1111/j.1742-4658.2009.07033.x
Jang CS, Kamps TL, Skinner DN, Schulze SR, Vencill WK, Paterson AH (2006) Functional classification, genomic organization, putatively cis-acting regulatory elements, and relationship to quantitative trait loci, of sorghum genes with rhizome-enriched expression. Plant Physiol 142(3):1148–1159
Jiang Y, Zeng BA, Zhao HN, Zhang M, Xie SJ, Lai JS (2012) Genome-wide transcription factor gene prediction and their expressional tissue-specificities in maize. J Integr Plant Biol 54(9):616–630
Jiang SY, Ma Z, Vanitha J, Ramachandran S (2013) Genetic variation and expression diversity between grain and sweet sorghum lines. BMC Genomics 14:18
Kakumanu A, Ambavaram MM, Klumas C, Krishnan A, Batlang U, Myers E, Grene R, Pereira A (2012) Effects of drought on gene expression in maize reproductive and leaf meristem tissue revealed by RNA-Seq. Plant Physiol 160(2):846–867. doi:10.1104/pp.112.200444
Kim KC, Lai Z, Fan B, Chen Z (2008) Arabidopsis WRKY38 and WRKY62 transcription factors interact with histone deacetylase 19 in basal defense. Plant Cell 20(9):2357–2371. doi:10.1105/tpc.107.055566
Lee DK, Geisler M, Springer PS (2009) LATERAL ORGAN FUSION1 and LATERAL ORGAN FUSION2 function in lateral organ separation and axillary meristem formation in Arabidopsis. Development 136(14):2423–2432. doi:10.1242/dev.031971
Li J, Li X, Guo L, Lu F, Feng X, He K, Wei L, Chen Z, Qu LJ, Gu H (2006) A subgroup of MYB transcription factor genes undergoes highly conserved alternative splicing in Arabidopsis and rice. J Exp Bot 57(6):1263–1273
Li R, Li Y, Kristiansen K, Wang J (2008) SOAP: short oligonucleotide alignment program. Bioinformatics 24(5):713–714. doi:10.1093/bioinformatics/btn025
Li SP, van Os GMA, Ren SC, Yu DL, Ketelaar T, Emons AMC, Liu CM (2010) Expression and functional analyses of EXO70 genes in Arabidopsis implicate their roles in regulating cell type-specific exocytosis. Plant Physiol 154(4):1819–1830
Loizeau K, Gambonnet B, Zhang GF, Curien G, Jabrin S, Van der Straeten D, Lambert WE, Rebeille F, Ravanel S (2007) Regulation of one-carbon metabolism in Arabidopsis: the N-terminal regulatory domain of cystathionine gamma-synthase is cleaved in response to folate starvation. Plant Physiol 145(2):491–503. doi:10.1104/pp.107.105379
Lu CA, Ho TH, Ho SL, Yu SM (2002) Three novel MYB proteins with one DNA binding repeat mediate sugar and hormone regulation of alpha-amylase gene expression. Plant Cell 14(8):1963–1980
Lu TT, Lu GJ, Fan DL, Zhu CR, Li W, Zhao QA, Feng Q, Zhao Y, Guo YL, Li WJ, Huang XH, Han B (2010) Function annotation of the rice transcriptome at single-nucleotide resolution by RNA-seq. Genome Res 20(9):1238–1249. doi:10.1101/gr.106120.110
Majer C, Hochholdinger F (2011) Defining the boundaries: structure and function of LOB domain proteins. Trends Plant Sci 16(1):47–52. doi:10.1016/j.tplants.2010.09.009
Mikkelsen MD, Thomashow MF (2009) A role for circadian evening elements in cold-regulated gene expression in Arabidopsis. Plant J 60(2):328–339
Mizuno H, Kawahigashi H, Kawahara Y, Kanamori H, Ogata J, Minami H, Itoh T, Matsumoto T (2012) Global transcriptome analysis reveals distinct expression among duplicated genes during sorghum-interaction. BMC Plant Biol 12:121. doi:10.1186/1471-2229-12-121
Mizutani M, Ohta D (2010) Diversification of P450 genes during land plant evolution. Annu Rev Plant Biol 61:291–315. doi:10.1146/annurev-arplant-042809-112305
Moffat CS, Ingle RA, Wathugala DL, Saunders NJ, Knight H, Knight MR (2012) ERF5 and ERF6 play redundant roles as positive regulators of JA/Et-mediated defense against botrytis cinerea in Arabidopsis. PLoS One 7(4):e35995
Mortazavi A, Williams BA, McCue K, Schaeffer L, Wold B (2008) Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 5(7):621–628. doi:10.1038/nmeth.1226
Muller D, Schmitz G, Theres K (2006) Blind homologous R2R3 Myb genes control the pattern of lateral meristem initiation in Arabidopsis. Plant Cell 18(3):586–597. doi:tpc.105.038745
Mullet JE, Klein RR, Klein PE (2002) Sorghum bicolor—an important species for comparative grass genomics and a source of beneficial genes for agriculture. Curr Opin Plant Biol 5(2):118–121
Nagae M, Nakata M, Takahashi Y (2008) Identification of negative cis-acting elements in response to copper in the chloroplastic iron superoxide dismutase gene of the moss Barbula unguiculata. Plant Physiol 146(4):1687–1696. doi:10.1104/pp.107.114868
Nakamichi N, Kiba T, Henriques R, Mizuno T, Chua NH, Sakakibara H (2010) PSEUDO-RESPONSE REGULATORS 9, 7, and 5 are transcriptional repressors in the Arabidopsis circadian clock. Plant Cell 22(3):594–605. doi:10.1105/tpc.109.072892
Nejad ES, Askari H, Soltani S (2012) Regulatory TGACG-motif may elicit the secondary metabolite production through inhibition of active cyclin-dependent kinase/cyclin complex. Plant Omics 5(6):553–558
Ng KH, Yu H, Ito T (2009) AGAMOUS controls GIANT KILLER, a multifunctional chromatin modifier in reproductive organ patterning and differentiation. PLoS Biol 7(11):e1000251. doi:10.1371/journal.pbio.1000251
Ouyang Y, Chen J, Xie W, Wang L, Zhang Q (2009) Comprehensive sequence and expression profile analysis of Hsp20 gene family in rice. Plant Mol Biol 70(3):341–357. doi:10.1007/s11103-009-9477-y
Park SJ, Huang YH, Ayoubi P (2006) Identification of expression profiles of sorghum genes in response to greenbug phloem-feeding using cDNA subtraction and microarray analysis. Planta 223(5):932–947. doi:10.1007/s00425-005-0148-1
Paterson AH, Schertz KF, Lin YR, Liu SC, Chang YL (1995) The weediness of wild plants—molecular analysis of genes influencing dispersal and persistence of Johnsongrass, Sorghum halepense (L) Pers. Proc Natl Acad Sci USA 92(13):6127–6131
Paterson AH, Bowers JE, Chapman BA (2004) Ancient polyploidization predating divergence of the cereals, and its consequences for comparative genomics. Proc Natl Acad Sci USA 101(26):9903–9908. doi:10.1073/pnas.0307901101
Paterson AH, Bowers JE, Bruggmann R, Dubchak I, Grimwood J, Gundlach H, Haberer G, Hellsten U, Mitros T, Poliakov A, Schmutz J, Spannagl M, Tang HB, Wang XY, Wicker T, Bharti AK, Chapman J, Feltus FA, Gowik U, Grigoriev IV, Lyons E, Maher CA, Martis M, Narechania A, Otillar RP, Penning BW, Salamov AA, Wang Y, Zhang LF, Carpita NC, Freeling M, Gingle AR, Hash CT, Keller B, Klein P, Kresovich S, McCann MC, Ming R, Peterson DG, Mehboob-ur-Rahman WareD, Westhoff P, Mayer KFX, Messing J, Rokhsar DS (2009) The Sorghum bicolor genome and the diversification of grasses. Nature 457(7229):551–556
Pinot F, Beisson F (2011) Cytochrome P450 metabolizing fatty acids in plants: characterization and physiological roles. FEBS J 278(2):195–205. doi:10.1111/j.1742-4658.2010.07948.x
Pratt LH, Liang C, Shah M, Sun F, Wang HM, Reid SP, Gingle AR, Paterson AH, Wing R, Dean R, Klein R, Nguyen HT, Ma HM, Zhao X, Morishige DT, Mullet JE, Cordonnier-Pratt MM (2005) Sorghum expressed sequence tags identify signature genes for drought, pathogenesis, and skotomorphogenesis from a milestone set of 16,801 unique transcripts. Plant Physiol 139(2):869–884
Quint M, Barkawi LS, Fan KT, Cohen JD, Gray WM (2009) Arabidopsis IAR4 modulates auxin response by regulating auxin homeostasis. Plant Physiol 150(2):748–758. doi:10.1104/pp.109.136671
Reddy BVS, Ramesh S, Kumar AA, Wani SP, Ortiz R, Ceballos H, Sreedevi TK (2008) Bio-fuel crops research for energy security and rural development in developing countries. Bioenergy Res 1(3–4):248–258. doi:10.1007/s12155-008-9022-x
Salzman RA, Brady JA, Finlayson SA, Buchanan CD, Summer EJ, Sun F, Klein PE, Klein RR, Pratt LH, Cordonnier-Pratt MM, Mullet JE (2005) Transcriptional profiling of sorghum induced by methyl jasmonate, salicylic acid, and aminocyclopropane carboxylic acid reveals cooperative regulation and novel gene responses. Plant Physiol 138(1):352–368. doi:10.1104/pp.104.058206
Severin AJ, Woody JL, Bolon YT, Joseph B, Diers BW, Farmer AD, Muehlbauer GJ, Nelson RT, Grant D, Specht JE, Graham MA, Cannon SB, May GD, Vance CP, Shoemaker RC (2010) RNA-seq atlas of glycine max: a guide to the soybean transcriptome. BMC Plant Biol 10:160. doi:10.1186/1471-2229-10-160
Son GH, Wan JR, Kim HJ, Nguyen XC, Chung WS, Hong JC, Stacey G (2012) Ethylene-responsive element-binding factor 5, ERF5, is involved in chitin-induced innate immunity response. Mol Plant Microbe Interact 25(1):48–60
Swarup R, Peret B (2012) AUX/LAX family of auxin influx carriers—an overview. Front Plant Sci 3:225. doi:10.3389/fpls.2012.00225
Syed NH, Kalyna M, Marquez Y, Barta A, Brown JWS (2012) Alternative splicing in plants—coming of age. Trends Plant Sci 17(10):616–623
Tamaoki M, Tsugawa H, Minami E, Kayano T, Yamamoto N, Kano-Murakami Y, Matsuoka M (1995) Alternative RNA products from a rice homeobox gene. Plant J 7(6):927–938
Trapnell C, Pachter L, Salzberg SL (2009) TopHat: discovering splice junctions with RNA-Seq. Bioinformatics 25(9):1105–1111. doi:10.1093/bioinformatics/btp120
Walters B, Lum G, Sablok G, Min XJ (2013) Genome-wide landscape of alternative splicing events in Brachypodium distachyon. DNA Res 20(2):163–171. doi:10.1093/dnares/dss041
Washburn JD, Murray SC, Burson BL, Klein RR RWJ (2013) Target mapping of quantitative trait locus regions for rhizomatiousness in chromosome SBI-01 and analysis of overwintering in a Sorghum bicolor × S. propinquum population. Mol Breed 31:153–162
Wei G, Pan Y, Lei J, Zhu YX (2005) Molecular cloning, phylogenetic analysis, expressional profiling and in vitro studies of TINY2 from Arabidopsis thaliana. J Biochem Mol Biol 38(4):440–446
Xiang Y, Song M, Wei ZY, Tong JH, Zhang LX, Xiao LT, Ma ZQ, Wang Y (2011) A jacalin-related lectin-like gene in wheat is a component of the plant defence system. J Exp Bot 62(15):5471–5483
Xie C, Mao XZ, Huang JJ, Ding Y, Wu JM, Dong S, Kong L, Gao G, Li CY, Wei LP (2011) KOBAS 2.0: a web server for annotation and identification of enriched pathways and diseases. Nucleic Acids Res 39:W316–W322
Xu ZL, Zhou YZ, Meng CS, Guo CJ, Xu HR, Lu WJ, Gu JT KX (2009) Characterization of promoter expression patterns of OsNrt2.1, a nitrate transporter gene of rice (Oryza sativa L.). Front Agric China 3:402–412
Yamada K, Hara-Nishimura I, Nishimura M (2011) Unique defense strategy by the endoplasmic reticulum body in plants. Plant Cell Physiol 52(12):2039–2049. doi:10.1093/pcp/pcr156
Yamaguchi M, Mitsuda N, Ohtani M, Ohme-Takagi M, Kato K, Demura T (2011) VASCULAR-RELATED NAC-DOMAIN7 directly regulates the expression of a broad range of genes for xylem vessel formation. Plant J 66(4):579–590. doi:10.1111/j.1365-313X.2011.04514.x
Yang CY, Hsu FC, Li JP, Wang NN, Shih MC (2011) The AP2/ERF transcription factor AtERF73/HRE1 modulates ethylene responses during hypoxia in Arabidopsis. Plant Physiol 156(1):202–212. doi:10.1104/pp.111.172486
Yilmaz A, Nishiyama MY Jr, Fuentes BG, Souza GM, Janies D, Gray J, Grotewold E (2009) GRASSIUS: a platform for comparative regulatory genomics across the grasses. Plant Physiol 149(1):171–180. doi:10.1104/pp.108.128579
Yim KO, Bayer DE (1997) Rhizome expression in a selected cross in the Sorghum genus. Euphytica 94(2):253–256
Zdepski A, Wang W, Priest HD, Ali F, Alam M, Mockler TC, Michael TP (2008) Conserved daily transcriptional programs in Carica papaya. Trop Plant Biol 1(3–4):236–245. doi:10.1007/s12042-008-9020-3
Zhang CQ, Barthelson RA, Lambert GM, Galbraith DW (2008) Global characterization of cell-specific gene expression through fluorescence-activated sorting of nuclei. Plant Physiol 147(1):30–40
Zhang G, Guo G, Hu X, Zhang Y, Li Q, Li R, Zhuang R, Lu Z, He Z, Fang X, Chen L, Tian W, Tao Y, Kristiansen K, Zhang X, Li S, Yang H, Wang J (2010) Deep RNA sequencing at single base-pair resolution reveals high complexity of the rice transcriptome. Genome Res 20(5):646–654. doi:10.1101/gr.100677.109
Zhao C, Avci U, Grant EH, Haigler CH, Beers EP (2008) XND1, a member of the NAC domain family in Arabidopsis thaliana, negatively regulates lignocellulose synthesis and programmed cell death in xylem. Plant J 53(3):425–436. doi:10.1111/j.1365-313X.2007.03350.x
Zhao Y, Hu YF, Dai MQ, Huang LM, Zhou DX (2009) The WUSCHEL-related homeobox gene WOX11 is required to activate shoot-borne crown root development in rice. Plant Cell 21(3):736–748
Zhou R, Moshgabadi N, Adams KL (2011) Extensive changes to alternative splicing patterns following allopolyploidy in natural and resynthesized polyploids. Proc Natl Acad Sci USA 108(38):16122–16127. doi:10.1073/pnas.1109551108
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This work was supported by the Key Project from the Ministry of Agriculture (Grant Nos. 2011ZX08001–003) and the National Natural Science Foundation of China (Grant No. U0836605).
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The authors declare that they have no competing interests.
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Ting Zhang and Xiuqin Zhao have contributed equally to this work.
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Zhang, T., Zhao, X., Wang, W. et al. Deep transcriptome sequencing of rhizome and aerial-shoot in Sorghum propinquum . Plant Mol Biol 84, 315–327 (2014). https://doi.org/10.1007/s11103-013-0135-z
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DOI: https://doi.org/10.1007/s11103-013-0135-z