Skip to main content
Log in

Deep transcriptome sequencing of rhizome and aerial-shoot in Sorghum propinquum

  • Published:
Plant Molecular Biology Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    CAS  PubMed  Google Scholar 

  • 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

    Google Scholar 

  • 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

    Article  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • Burgess DJ (2012) Alternative splicing: proteomic rewiring through transcriptomic diversity. Nat Rev Genet 13(8):518

    Article  PubMed  Google Scholar 

  • Calvino M, Messing J (2012) Sweet sorghum as a model system for bioenergy crops. Curr Opin Biotech 23(3):323–329

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • Higo K, Ugawa Y, Iwamoto M, Korenaga T (1999) Plant cis-acting regulatory DNA elements (PLACE) database. Nucleic Acids Res 27(1):297–300

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Hu Y, Xie Q, Chua NH (2003) The Arabidopsis auxin-inducible gene ARGOS controls lateral organ size. Plant Cell 15(9):1951–1961

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • Jiang SY, Ma Z, Vanitha J, Ramachandran S (2013) Genetic variation and expression diversity between grain and sweet sorghum lines. BMC Genomics 14:18

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • Li R, Li Y, Kristiansen K, Wang J (2008) SOAP: short oligonucleotide alignment program. Bioinformatics 24(5):713–714. doi:10.1093/bioinformatics/btn025

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • Mikkelsen MD, Thomashow MF (2009) A role for circadian evening elements in cold-regulated gene expression in Arabidopsis. Plant J 60(2):328–339

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    CAS  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • Trapnell C, Pachter L, Salzberg SL (2009) TopHat: discovering splice junctions with RNA-Seq. Bioinformatics 25(9):1105–1111. doi:10.1093/bioinformatics/btp120

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Yim KO, Bayer DE (1997) Rhizome expression in a selected cross in the Sorghum genus. Euphytica 94(2):253–256

    Article  Google Scholar 

  • 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

    Article  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • 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

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

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).

Conflict of interest

The authors declare that they have no competing interests.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Binying Fu or Zhikang Li.

Additional information

Ting Zhang and Xiuqin Zhao have contributed equally to this work.

Electronic supplementary material

Rights and permissions

Reprints and permissions

About this article

Cite this article

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

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11103-013-0135-z

Keywords

Navigation