Abstract
Nitrogen (N) and phosphorus (P) are two major mineral nutrients required for plant growth and development. Deficiencies in N or P results in both morphological and molecular changes such that plants develop adaptive responses to low N or P availability. In this study, we applied the Affymetrix Rice Genome array to analyze the overlap between the differentially expressed gene response to N and P starvation conditions. The results showed that a large number of genes were expressed differentially both under N starvation conditions and under P starvation conditions, including genes encoding a sulfate transporter, Fd-glutamate synthase, peroxidases, transcription factors, kinases and cytochrome P450s. In roots, 61, 42 and 159 genes were significantly up-regulated after 1 h, 24 h and 7 days, respectively, under both N and P starvation conditions, whereas 104, 50 and 166 genes, respectively, were significantly down-regulated. In shoots, 56, 104 and 101 genes were significantly up-regulated after 1 h, 24 h and 7 days, respectively, under both N and P starvation conditions, whereas 15, 80 and 59 genes, respectively, were significantly down-regulated. Generally, these differentially expressed genes belonged primarily to six biological process categories: molecular transport, molecular metabolism, regulation and modification, organism development, stress stimuli and electron transport. Our results may indicate some common physiological and genetic mechanisms in plant responses to environmental variations.
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References
Abel S, Nurnberger T, Ahnert V, Krauss GJ, Glund K (2000) Induction of an extracellular cyclic nucleotide phosphodiesterase as an accessory ribonucleolytic activity during phosphate starvation of cultured tomato cells. Plant Physiol 122:543–552
Alexa A, Rahnenfuhrer J, Lengauer T (2006) Improved scoring of functional groups from gene expression data by decorrelating GO graph structure. Bioinformatics 22:1600–1607
Aung K, Lin SI, Wu CC, Huang YT, Su CL, Chiou TJ (2006) pho2, a phosphate overaccumulator, is caused by a nonsense mutation in a microRNA399 target gene. Plant Physiol 141:1000–1011
Bates TR, Lynch JP (1996) Stimulation of root hair elongation in Arabidopsis thaliana by low phosphorus availability. Plant Cell Environ 21:529–538
Bi Y-M, Wang RL, Zhu T, Rothstein SJ (2007) Global transcription profiling reveals differential responses to chronic nitrogen stress and putative nitrogen regulatory components in Arabidopsis. BMC Genomics 8:281–297
Cai H, Xie W, Zhu T, Lian X (2012) Transcriptome response to phosphorus starvation in rice. Acta Physiol Plant 34:327–341
Chen W, Provart NJ, Glazebrook J, Katagiri F, Chang HS, Eulgem T, Mauch F, Luan S, Zou G, Whitham SA (2002) Expression profile matrix of Arabidopsis transcription factor genes suggests their putative functions in response to environmental stresses. Plant Cell 14:559–574
Crawford NM, Forde BG (2002) Molecular and developmental biology of inorganic nitrogen nutrition. In: Meyerowitz E, Somerville C (eds) The arabidopsis book. American Society of Plant Biologists, Rockville, MD, http://www.aspb.org/publications/arabidopsis
del Pozo JC, Allona I, Rubio V, Leyva A, Pena A, Aragoncillo C, Paz-Ares J (1999) A type 5 acid phosphatase gene from Arabidopsis thaliana is induced by phosphate starvation and by some other types of phosphate mobilizing/oxidative stress conditions. Plant J 19:579–589
Desikan R, Mackerness SAH, Hancock JT, Neill SJ (2001) Regulation of the Arabidopsis transcriptome by oxidative stress. Plant Physiol 127:159–172
Diaz C, Saliba-Colombani V, Loudet O, Belluomo P, Moreau L, Daniel-Vedele F, Morot-Gaudry JF, Masclaux-Daubresse C (2006) Leaf yellowing and anthocyanin accumulation are two genetically independent strategies in response to nitrogen limitation in Arabidopsis thaliana. Plant Cell Physiol 47:74–83
Ding L, Wang KJ, Jiang GM, Biswas DK, Xu H, Li LF, Li YH (2005) Effects of nitrogen deficiency on photosynthetic traits of maize hybrids released in different years. Ann Bot 96:925–930
Duan K, Yi K, Dang L, Huang H, Wu W, Wu P (2008) Characterization of a sub-family of Arabidopsis genes with the SPX domain reveals their diverse functions in plant tolerance to phosphorus starvation. Plant J 54:965–975
Essigmann B, Güler S, Narang RA, Linke D, Benning C (1998) Phosphate availability affects the thylakoid lipid composition and expression of SQD1, a gene required for sulfolipid biosynthesis in Arabidopsis thaliana. Proc Natl Acad Sci USA 95:1950–1955
Fang Z, Shao C, Meng Y, Wu P, Chen M (2009) Phosphate signaling in Arabidopsis and Oryza sativa. Plant Sci 176:170–180
Gan Y, Filleur S, Rahman A, Gotensparre S, Forde BG (2005) Nutritional regulation of ANR1 and other root-expressed MADS-box genes in Arabidopsis thaliana. Planta 222:730–742
Gonzalez E, Solano R, Rubio V, Leyva A, Paz-Ares J (2005) Phosphate transporter traffic facilitator1 is a plant-specific SEC12-related protein that enables the endoplasmic reticulum exit of a high-affinity phosphate transporter in Arabidopsis. Plant Cell 17:3500–3512
Green PJ (1994) The ribonucleases of higher plants. Annu Rev Plant Physiol Plant Mol Biol 45:421–445
Gutiérrez RA, Lejay LV, Dean A, Chiaromonte F, Shasha DE, Coruzzi GM (2007) Qualitative network models and genome-wide expression data define carbon/nitrogen-responsive molecular machines in Arabidopsis. Genome Biol 8:R7
Gutierrez RA, Stokes TL, Thum K, Xu X, Obertello M, Katari MS, Tanurdzic M, Dean A, Nero DC, McClung CR, Coruzzi GM (2008) Systems approach identifies an organic nitrogen-responsive gene network that is regulated by the master clock control gene CCA1. Proc Natl Acad Sci USA 105:4939–4944
Hammond JP, Bennett MJ, Bowen HC, Broadley MR, Eastwood DC, May TM, Rahn C, Swarup R, Woolaway KE, White PJ (2003) Changes in gene expression in Arabidopsis shoots during phosphate starvation and the potential for developing smart plants. Plant Physiol 132:578–596
Hammond JP, White PJ (2011) Sugar signaling in root responses to low phosphorus availability. Plant Physiol 156:1033–1040
Hesse H, Nikiforova V, Gakiere B, Hoefgen R (2004) Molecular analysis and control of cysteine biosynthesis: integration of nitrogen and sulphur metabolism. J Exp Bot 55:1283–1292
Hong F, Breitling R, McEntee CW, Wittner BS, Nemhauser JL, Chory J (2006) RankProd: a bioconductor package for detecting differentially expressed genes in meta-analysis. Bioinformatics 22:2825–2827
Kreps JA, Wu Y, Chang HS, Zhu T, Wang X, Harper JF (2002) Transcriptome changes for Arabidopsis in response to salt, osmotic, and cold stress. Plant Physiol 130:2129–2141
Lam HM, Coschigano K, Oliveira IC, Melo-Oliveira R, Coruzzi G (1996) The molecular-genetics of nitrogen assimilation into amino acids in higher plants. Annu Rev Plant Biol 47:569–593
Li L, Liu C, Lian X (2010) Gene expression profiles in rice roots under low phosphorus stress. Plant Mol Biol 72:423–432
Li M, Qin C, Welti R, Wang X (2006) Double knockouts of phospholipases Dz1 and Dz2 in Arabidopsis affect root elongation during phosphate-limited growth but do not affect root hair patterning. Plant Physiol 140:761–770
Lian X, Wang S, Zhang J, Feng Q, Zhang L, Fan D, Li X, Yuan D, Han B, Zhang Q (2006) Expression profiles of 10,422 genes at early stage of low nitrogen stress in rice assayed using a cDNA microarray. Plant Mol Biol 60:617–631
Mahalingam R, Gomez-Buitrago AM, Eckardt N, Shah N, Guevara-Garcia A, Day P, Raina R, Fedoroff NV (2003) Characterizing the stress/defense transcriptome of Arabidopsis. Genome Biol 4:R20
Malboobi MA, Lefebvre DD (1997) A phosphate-starvation inducible-glucosidase (psr3.2) isolated from Arabidopsis thaliana is a member of a distinct subfamily of the BGA family. Plant Mol Biol 34:57–68
Marschner H (1995) Mineral nutrition of higher plants. Academic, San Diego
Meunier B, de Visser SP, Shaik S (2004) Mechanism of oxidation reactions catalyzed by cytochrome P450 enzymes. Chem Rev 104:3947–3980
Misson J, Raghothama KG, Jain A, Jouhet J, Block MA, Bligny R, Ortet P, Creff A, Somerville S, Rolland N, Doumas P, Nacry P, Herrerra-Estrella L, Nussaume L, Thibaud MC (2005) A genome-wide transcriptional analysis using Arabidopsis thaliana Affymetrix gene chips determined plant responses to phosphate deprivation. Proc Natl Acad Sci USA 102:11934–11939
Miura K, Rus A, Sharkhuu A, Yokoi S, Karthikeyan AS, Raghothama KG, Baek D, Koo YD, Jin JB, Bressan RA, Yun DJ, Hasegawa PM (2005) The Arabidopsis SUMO E3 ligase SIZ1 controls phosphate deficiency responses. Proc Natl Acad Sci USA 102:7760–7765
Miyake K, Ito T, Senda M, Ishikawa R, Harada T, Niizeki M, Akada S (2003) Isolation of a subfamily of genes for R2R3-MYB transcription factors showing up-regulated expression under nitrogen nutrient-limited conditions. Plant Mol Biol 53:237–245
Muller R, Morant M, Jarmer H, Nilsson L, Nielsen TH (2007) Genome-wide analysis of the Arabidopsis leaf transcriptome reveals interaction of phosphate and sugar metabolism. Plant Physiol 143:156–171
Ouyang S, Zhu W, Hamilton J, Lin H, Campbell M, Childs K, Thibaud-Nissen F, Malek RL, Lee Y, Zheng L, Orvis J, Haas B, Wortman J, Buell CR (2007) The TIGR Rice Genome Annotation Resource: improvements and new features. Nucleic Acids Res 35:D883–D887
Palenchar PM, Kouranov A, Lejay LV, Coruzzi GM (2004) Genome-wide patterns of carbon and nitrogen regulation of gene expression validate the combined carbon and nitrogen (CN)-signaling hypothesis in plants. Genome Biol 5:R91
Peng M, Hannam C, Gu H, Bi YM, Rothstein SJ (2007) A mutation in NLA, which encodes a RING-type ubiquitin ligase, disrupts Arabidopsis adaptability to nitrogen limitation. Plant J 50:320–337
Prosser I, Purves J, Saker L, Clarkson D (2001) Rapid disruption of nitrogen metabolism and nitrate transport in spinach plants deprived of sulphate. J Exp Bot 52:113–121
Raghothama KG (1999) Phosphate acquisition. Annu Rev Plant Physiol Plant Mol Biol 50:665–693
Reymond P, Weber H, Damond M, Farmer EE (2000) Differential gene expression in response to mechanical wounding and insect feeding in Arabidopsis. Plant Cell 12:707–719
Rubio V, Francisco L, Roberto S, Ana C, Martin JI, Antonio L, Paz-Ares J (2001) A conserved MYB transcription factor involved in phosphate starvation signaling both in vascular plants and in unicellular. Genes Dev 15:2122–2133
Sano H, Youssefian S (1994) Light and nutritional regulation of transcripts encoding a wheat protein kinase homolog is mediated by cytokinins. Proc Natl Acad Sci USA 91:2582–2586
Schachtman DP, Shin R (2007) Nutrient sensing and signaling: NPKS. Annu Rev Plant Physiol 58:47–69
Scheible WR, Gonzalez-Fontes A, Lauerer M, Muller-Rober B, Caboche M, Stitt M (1997) Nitrate acts as a signal to induce organic acid metabolism and repress starch metabolism in tobacco. Plant Cell 9:783–798
Scheible W-R, Morcuende R, Czechowski T, Fritz C, Osuna D, Palacios-Rojas N, Schindelasch D, Thimm O, Udvardi MK, Stitt M (2004) Genome-wide reprogramming of primary and secondary metabolism, protein synthesis, celluar growth processes, and the regulatory infrastructure of Arabidopsis in response to nitrogen. Plant Physiol 136:2483–2499
Shin R, Schachtman DP (2004) Hydrogen peroxide mediates plant root cell response to nutrient deprivation. Proc Natl Acad Sci USA 101:8827–8832
Sitt M, Muller C, Matt P, Gibon Y, Carillo P, Morcuende R, Scheible WR, Krapp A (2002) Steps towards an integrated view of nitrogen metabolism. J Exp Bot 53:959–970
Skopelitis DS, Paranychianakis NV, Kouvarakis A, Spyros A, Stephanou EG, Roubelakis-Angelakis KA (2007) The isoenzyme 7 of tobacco NAD(H)-dependent glutamate dehydrogenase exhibits high deaminating and low aminating activities in vivo. Plant Physiol 145:1726–1734
Theodoru ME, Plaxton WC (1993) Metabolic adaptations of plant respiration to nutritional phosphate deprivation. Plant Physiol 101:339–344
Todd CD, Zeng P, Huete AM, Hoyos ME, Polacco JC (2004) Transcripts of MYB-like genes respond to phosphorus and nitrogen deprivation in Arabidopsis. Planta 219:1003–1009
Wang R, Guegler K, La Brie ST, Crawford NM (2000) Genomic analysis of a nutrient response in Arabidopsis reveals diverse expression patterns and novel metabolic and potential regulatory genes that are induced by nitrate. Plant Cell 12:1491–1510
Wang R, Okamoto M, Xing X, Crawford NM (2003) Microarray analysis of the nitrate response in Arabidopsis roots and shoots reveals over 1,000 rapidly responding genes and new linkages to glucose, trehalose-6-phosphate, iron, and sulfate metabolism. Plant Physiol 132:556–567
Wang S, Jiang J, Li T, Li H, Wang C, Wang Y, Liu G (2011) Influence of nitrogen, phosphorus, and potassium fertilization on flowering and expression of flowering-associated genes in white birch (Betula platyphylla Suk.). Plant Mol Biol Rep 29:794–801
Wang X (2005) Regulatory functions of phospholipase D and phosphatidic acid in plant growth, development, and stress responses. Plant Physiol 139:566–573
Wang YH, Garvin DF, Kochian LV (2001) Nitrate-induced genes in tomato roots. Array analysis reveals novel genes that may play a role in nitrogen nutrition. Plant Physiol 127:345–359
Wang YH, Garvin DF, Kochian LV (2002) Rapid induction of regulatory and transporter genes in response to phosphorus, potassium and iron deficiencies in tomato roots. Evidence for cross talk and root/rhizosphere-mediated signals. Plant Physiol 130:1361–1370
Wasaki J, Yonetani R, Kuroda S, Shinano T, Yazaki J, Fujii F, Shimbo K, Yamamoto K, Sakata K, Sasaki T, Kishimoto N, Kikuchi S, Yamagishi M, Osaki M (2003) Transcriptomic analysis of metabolic changes by phosphorus stress in rice plant roots. Plant Cell Environ 26:1515–1523
Werck-Reichhart D, Feyereisen R (2000) Cytochromes P450: a success story. Genome Biol 1(6):3003.1–3003.9
Wu P, Ma L, Hou X, Wang M, Wu Y, Liu F, Deng XW (2003) Phosphate starvation triggers distinct alterations of genome expression in Arabidopsis roots and leaves. Plant Physiol 132:1260–1271
Wu ZJ, Irizarry RA, Gentleman R, Martinez-Murillo F, Spencer F (2004) A model-based background adjustment for oligonucleotide expression arrays. J Am Stat Assoc 99:909–917
Xu H, He X, Wang K, Chen L, Li K (2012) Identification of early nitrate stress response genes in spinach roots by suppression subtractive hybridization. Plant Mol Biol Rep 30:633–642
Yanagisawa S, Akiyama A, Kisaka H, Uchimiya H, Miwa T (2004) Metabolic engineering with Dof1 transcription factor in plants: improved nitrogen assimilation and growth under low-nitrogen conditions. Proc Natl Acad Sci USA 101:7833–7838
Yoshida S, Forno DA, Cook JH, Gomez KA (1976) Laboratory manual for physiological studies of rice, 3rd edn. International Rice Research Institute, Manila
Yu S, Zhang F, Yu Y, Zhang D, Zhao X, Wang W (2012) Transcriptome profiling of dehydration stress in the Chinese cabbage (Brassica rapa L. ssp. pekinensis) by tag sequencing. Plant Mol Biol Rep 30:17–28
Yuan H, Liu D (2008) Signaling components involved in plant responses to phosphate starvation. J Integr Plant Biol 50:849–859
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This research was supported in part by grants from the National Natural Science Foundation of China (31000932); the Special Fund for Agro-scientific Research in the Public Interest (201003016); the Specialized Research Found for the Doctoral Program of Higher Education, the Ministry of Education of China (20100146120017).
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Supplementary Fig. S1a,b
Clustering analysis of rice genes that exhibited differential expression in response to N or P starvation at three time points examined in either roots or shoots. a Comparative analysis of differentially expressed genes in roots at 1 h (NR1-CR1), 24 h (NR2-CR2) and 7 days (NR3-CR3) after N starvation and at 1 h (PR1-CR1), 24 h (PR2-CR2) and 7 days (PR3-CR3) after P starvation; b Comparative analysis of differentially expressed genes in shoots at 1 h (NS1-CS1), 24 h (NS2-CS2) and 7 days (NS3-CS3) after N starvation and at 1 h (PS1-CS1), 24 h (PS2-CS2) and 7 days (PS3-CS3) after P starvation. (JPEG 384 kb)
Supplementary Fig. S2
Heatmap of gene ontology (GO) enrichment analyses at 1 h, 24 h and 7 days in roots (NR) and shoots (NS) under N starvation and in roots (PR) and shoots (PS) under P starvation. Significant GO categories were identified using the weight FET method (P-value < 0.05) in the topGO package and categories higher than level six (based on the GO tree structure) were selected. Then, the P-values of the GO categories were transformed to base 10 logarithms. The logarithm was reversed to minus if the GO category was significantly down-regulated. The up-regulated GO category is denoted in magenta, while down-regulated is denoted in blue. GO categories significant in both the up-regulated and down-regulated direction are not displayed in this figure. (JPEG 775 kb)
Supplementary Table S1
GO enrichments both for N (-N) and P (-P) starvation after 1 h treatment. (DOC 175 kb)
Supplementary Table S2
GO enrichments both for N (-N) and P (-P) starvation after 24 h treatment. (DOC 73 kb)
Supplementary Table S3
GO enrichments both for N (−N) and P (−P) starvation after 7 days treatment. (DOC 173 kb)
Supplementary Table S4
GO enrichments for N starvation only after 1 h treatment. (DOC 268 kb)
Supplementary Table S5
GO enrichments for N starvation only after 24 h treatment. (DOC 212 kb)
Supplementary Table S6
GO enrichments for N starvation only after 7 days treatment. (DOC 250 kb)
Supplementary Table S7
GO enrichments for P starvation only after 1 h treatment. (DOC 126 kb)
Supplementary Table S8
GO enrichments for P starvation only after 24 h treatment. (DOC 146 kb)
Supplementary Table S9
GO enrichments for P starvation only after 7 day treatment. (DOC 167 kb)
Supplementary Table S10
Significantly changed genes related to molecular transport under N starvation (−N) and P starvation (−P) conditions. (DOC 218 kb)
Supplementary Table S11
Significantly changed genes involved in molecular metabolism under N starvation (−N) and P starvation (−P) conditions. (DOC 547 kb)
Supplementary Table S12
Significantly changed genes involved in regulation and modification under N starvation (−N) and P starvation (−P) conditions. (DOC 856 kb)
Supplementary Table S13
Significantly changed genes related to organism development under N starvation (−N) and P starvation (−P) conditions. (DOC 243 kb)
Supplementary Table S14
Significantly changed genes response to stress stimuli under N starvation (−N) and P starvation (−P) conditions. (DOC 363 kb)
Supplementary Table S15
Significantly changed genes related to electron transport under N starvation (−N) and P starvation (−P) conditions. (DOC 304 kb)
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Cai, H., Xie, W. & Lian, X. Comparative Analysis of Differentially Expressed Genes in Rice Under Nitrogen and Phosphorus Starvation Stress Conditions. Plant Mol Biol Rep 31, 160–173 (2013). https://doi.org/10.1007/s11105-012-0485-8
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DOI: https://doi.org/10.1007/s11105-012-0485-8