Abstract
Low temperature and drought have major influences on plant growth and productivity. To identify barley genes involved in responses to these stresses and to specifically test the hypothesis that the dehydrin (Dhn) multigene family can serve as an indicator of the entire transcriptome response, we investigated the response of barley cv. Morex to: (1) gradual drought over 21 days and (2) low temperature including chilling, freeze–thaw cycles, and deacclimation over 33 days. We found 4,153 genes that responded to at least one component of these two stress regimes, about one fourth of all genes called “present” under any condition. About 44% (1,822 of 4,153) responded specifically to drought, whereas only 3.8% (158 of 4,153) were chilling specific and 2.8% (119 of 4,153) freeze–thaw specific, with 34.1% responsive to freeze–thaw and drought. The intersection between chilling and drought (31.9%) was somewhat smaller than the intersection between freeze–thaw and drought, implying an element of osmotic stress response to freeze–thaw. About 82.4% of the responsive genes were similar to Arabidopsis genes. The expression of 13 barley Dhn genes mirrored the global clustering of all transcripts, with specific combinations of Dhn genes providing an excellent indicator of each stress response. Data from these studies provide a robust reference data set for abiotic stress.
Similar content being viewed by others
References
Alamillo J, Almogura C, Bartels D, Jordano J (1995) Constitutive expression of small heat shock proteins in vegetative tissues of the resurrection plant Craterostigma planatgenium. Plant Mol Biol 29:1093–1099
Atienza SG, Faccioli P, Perrotta G, Dalfino G, Zschiesche W, Humbeck K, Stanca AM, Cattivelli L (2004) Large scale analysis of transcripts abundance in barley subjected to several single and combined abiotic stress conditions. Plant Sci 167:1359–1365
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a powerful approach to multiple testing. J R Stat Soc B 57:289–300
Bray EA (2004) Genes commonly regulated by water-deficit stress in Arabidopsis thaliana. J Exp Bot 55:2331–2341
Campbell SA, Close TJ (1997) Dehydrins: genes, proteins, and associations with phenotypic traits. New Phytol 137:61–74
Cathey HM, Jordan R (1990) USDA Miscellaneous publication no. 1475. Available at: http://www.usna.usda.gov/Hardzone/ushzmap.html
Chen TH, Murata N (2002) Enhancement of tolerance of abiotic stress by metabolic engineering of betaines and other compatible solutes. Curr Opin Plant Biol 5:250–257
Choi D-W, Close TJ (2000) A newly identified barley gene, Dhn12, encodes a YSK2 DHN, is located on chromosome 6H and has embryo-specific expression. Theor Appl Genet 100:1274–1278
Choi DW, Zhu B, Close TJ (1999) The barley (Hordeum vulgare L.) dehydrin multigene family: sequences, allele types, chromosome assignments, and expression characteristics of 11 Dhn genes of cv. Dicktoo. Theor Appl Genet 98:1234–1247
Choi DW, Rodriguez EM, Close TJ (2002) Barley Cbf3 gene identification, expression pattern and map location. Plant Physiol 129:1781–1787
Close TJ (1996) Dehydrins: emergence of a biochemical role of a family of plant dehydration proteins. Physiol Plant 97:795–803
Close TJ (1997) Dehydrins: a commonalty in the response of plants to dehydration and low temperature. Physiol Plant 100:291–296
Close TJ, Wanamaker S, Caldo RA, Turner SM, Ashlock DA, Dickerson JA, Wing RA, Muehlbauer GJ, Kleinhofs A, Wise RP (2004) A new resource for cereal genomics: 22K barley GeneChip comes of age. Plant Physiol 134:960–968
Colley WW, Lohnes PR (1971) Multivariate data analysis. Wiley, New York
Druka A, Muehlbauer G, Druka I, Caldo R, Baumann U, Rostoks N, Schreiber A, Wise R, Close TJ, Kleinhofs A, Graner A, Schulman A, Langridge P, Sato K, Hayes P, McNicol J, Marshall D, Waugh R (2006) An atlas of gene expression from seed to seed through barley development. Funct Integr Genomics 6:202–211
Everitt B (1993) Cluster analysis, 3rd edn. Edward Arnold, London
Faccioli P, Lagonigro MS, De Cecco L, Stanca AM, Alberici R, Terzi V (2002) Analysis of differential expression of barley ESTs during cold acclimatization using microarray technology. Plant Biol 4:630–639
Fowler S, Thomashow MF (2002) Arabidopsis transcriptome profiling indicates that multiple regulatory pathways are activated during cold acclimation in addition to the CBF cold response pathway. Plant Cell 14:1675–1690
Francia E, Rizza F, Cattivelli L, Stanca AM, Galiba G, Toth B, Hayes PM, Skinner JS, Pecchioni N (2004) Two loci on chromosome 5H determine low-temperature tolerance in a ‘Nure’ (winter) × ‘Tremois’ (spring) barley map. Theor Appl Genet 108:670–680
Gilmour SJ, Sebolt AM, Salazar MP, Everard JD, Thomashow MF (2000) Overexpression of the Arabidopsis CBF3 transcriptional activator mimics multiple biochemical changes associated with cold acclimation. Plant Physiol 124:1854–1865
Giorni E, Crosatti C, Baldi P, Grossi M, Mare C, Stanca AM, Cattivelli L (1999) Cold-regulated gene expression during winter in frost tolerant and frost susceptible barley cultivars grown under field conditions. Euphytica 106:149–157
Grennan AK (2006) Abiotic stress in rice. An “Omic” approach. Plant Physiol 140:1139–1141
Hannah MA, Heyer AG, Hincha DK (2005) A global survey of gene regulation during cold acclimation in Arabidopsis thaliana. PLoS Genet 1:179–196
Herman EM, Rotter K, Premakumar R, Elwinger G, Bae R, Ehler-King L, Chen S, Livingston DP (2006) Additional freeze hardiness in wheat acquired by exposure to −3°C is associated with extensive physiological, morphological, and molecular changes. J Exp Bot 57:3601–3618
Heyer LJ, Kruglyak S, Yooseph S (1999) Exploring expression data: identification and analysis of coexpessed genes. Genome Res 9:1106–1115
Houde M, Daniel C Lachapelle M, Allard F, Laliberte S, Sarhan F (1995) Immunolocalization of freezing-tolerance-associated proteins in the cytoplasm and nucleoplasm of wheat crown tissue. Plant J 8:583–593
Ingram J, Bartels D (1996) The molecular basis of dehydration tolerance in plants. Ann Rev Plant Physiol and Plant Mol Biol 47:377–403
Kawaguchi R, Girke T, Bray EA, Bailey-Serres J (2004) Differential mRNA translation contributes to gene regulation under non-stress and dehydration stress conditions in Arabidopsis thaliana. Plant J 38:823–839
Koag M-C, Fenton RD, Wilkens S, Timothy JC (2003) The binding of maize DHN1 to lipid vesicles. Gain of structure and lipid specificity. Plant Physiol 131:309–316
Kreps JA, Wu Y, Chang HS, Zhu T, Wang X, Harper J (2002) Transcriptome changes for Arabidopsis in response to salt, osmotic, and cold stress. Plant Physiol 130:2129–2141
Langridge P, Paltrige N, Fincher G (2006) Functional genomics of abiotic stress tolerance in cereals. Brief Funct Genomics Proteomics 4:343–354
Levitt J (1980) Responses of plants to environmental stresses, vol. 1. 2nd edn. Academic, New York
Mantyla E, Lang V, Palva ET (1995) Role of abscisic acid in drought-induced freezing tolerance, cold acclimation, and accumulation of LT178 and RAB18 proteins in Arabidopsis thaliana. Plant Physiol 107:141–148
Margesin R, Neuner G, Storey KB (2007) Cold-loving microbes, plants, and animals: fundamental and applied aspects. Naturwissenschaften 94:77–99
Marmiroli N, Terzi V, Odoardi Stanca M, Lorenzoni C, Stanca AM (1986) Protein synthesis during cold shock in barley tissues. Theor Appl Genet 73:190–196
Nakashima K, Yamaguchi-Shinozaki K (2006) Regulons involved in osmotic stress-responsive and cold stress-responsive gene expression in plants. Physiol Plant 126:62–71
Ozturk ZN, Talamè V, Deyholos M, Michalowski CB, Galbraith DW, Gozukirmizi N, Tuberosa R, Bohnert HJ (2002) Monitoring large-scale changes in transcript abundance in drought- and salt-stressed barley. Plant Physiol 48:551–573
Palta JW, Whitaker BD, Weiss LS (1993) Plasma membrane lipids associated with genetic variability in freezing tolerance and cold acclimation of Solanum species. Plant Physiol 103:793–803
Pan A, Hayes PM, Chen F, Chen THH, Blake T, Wright S, Karsai I, Bedo Z (1994) Genetic analysis of the components of winter hardiness in barley (Hordeum vulgare L.). Theor Appl Genet 89:900–910
Pearce RS, Dunn MA, Rixon JE, Harrison P, Hughes MA (1996) Expression of cold-inducible genes and frost hardiness in the crown meristem of young barley (Hordeum vulgare L cv Igri) plants grown in different environments. Plant Cell Environ 19:275–290
Rabbani MA, Maruyama K, Abe H, Khan MA, Katsura K, Ito Y, Yoshiwara K, Seki M, Shinozaki K, Yamaguchi-Shinozaki K (2003) Monitoring expression profiles of rice genes under cold, drought, and high-salinity stresses and abscisic acid application using cDNA microarray and RNA get-blot analyses. Plant Physiol 133:1755–1767
Rasmusson DC, Wilcoxson RW (1979) Registration of Morex Barley (reg. no. 158). Crop Sci 19:293
Rao CR (1964) The use and interpretation of principal component analysis in applied research. Sankhya Ser A 26:329–358
Reiner A, Yekutieli D, Benjamini Y (2003) Identifying differentially expressed genes using false discovery rate controlling procedures. Bioinformatics 19:368–375
Rizza F, Crosatti C, Stanca AM, Cattivelli L (1994) Studies for assessing the influence of hardening on cold tolerance of barley genotypes. Euphytica 75:131–138
Rodriguez EM, Svensson JT, Malatrasi M, Choi DW, Close TJ (2005) Barley Dhn13 encodes a KS-type dehydrin with constitutive and stress responsive expression. Theor and Appl Genet 110:852–858
Rymen B, Fiorani F, Kartal F, Vandepoele K, Inzé D, Beemster TS (2007) Cold nights impair leaf growth and cell cycle progression in maize through transcriptional changes of cell cycle genes. Plant Physiol 143:1429–1438
Sarhan F, Oullet F, Vazquez-Tello A (1997) The wheat wcs120 gene family: a useful model to understand the molecular genetics of freezing tolerance in cereals. Physiol Plant 101:439–445
Seki M, Narusaka M, Ishida J, Nanjo T, Fujita M, Oono Y, Kamiya A, Nakajima M, Enju A, Sakurai T, Satou M, Akiyama K, Taji T, Yamaguchi-Shinozaki K, Carninci P, Kawai J, Hayashizaki Y, Shinozaki K (2002) Monitoring the expression profiles of 7000 Arabidopsis genes under drought, cold and high-salinity stresses using a full-length cDNA microarray. Plant J 31:279–292
Shinozaki K, Yamaguchi-Shinozaki K (2000) Molecular responses to dehydration and low temperature: differences and cross-talk between two stress signaling pathways. Curr Opin Plant Biol 3:217–223
Shinozaki K, Yamaguchi-Shinozaki K, Seki M (2003) Regulatory network of gene expression in the drought and cold stress responses. Curr Opin Plant Biol 6:410–417
Snape JW, Sarma RN, Quarrie SA, Fish LJ, Galiba G, Sutka J (2001) Mapping genes for flowering time and frost tolerance in cereals using precise genetic stocks. Euphytica 120:309–315
Söderman E, Hjellström M, Fahleson J, Engström P (1999) The HD-Zip gene ATHB6 in Arabidopsis is expressed in developing leaves, roots and carpels and up-regulated by water deficit conditions. Plant Mol Biol 40:1073–1083
Svensson J, Ismail AM, Palva ET, Close TJ (2002) Dehydrins. In: Storey KB, Storey JM (eds) Sensing, signaling and cell adaptation. Elsevier, Amsterdam
Svensson JT Crosatti C, Campoli C, Bassi R, Stanca AM, Close TJ, Cattivelli L (2006) Transcriptome analysis of cold acclimation in barley albina and xantha mutants. Plant Physiol 141:257–270
Talamè V, Ozturk NZ, Bohnert HJ, Tuberosa R (2007) Barley transcript profiles under dehydration shock and drought stress treatments: a comparative analysis. J Exp Bot 58:229–240
Teulat B, Monneveux P, Wery J, Borries C, Souyris I, Charrier A, This D (1997) Relationships between relative water content and growth parameters under water stress in barley: a QTL study. New Phytol 137:99–107
Teulat B, This D, Khairallah M, Borries C, Ragot C, Sourdille P, Leroy P, Monneveux P, Charrier A (1998) Several QTLs involved in osmotic-adjustment trait variation in barley (Hordeum vulgare L.). Theor Appl Genet 96:688–698
Thomashow MF (1999) Plant cold acclimation: freezing tolerance genes and regulatory mechanisms. Annu Rev Plant Physiol Plant Mol Biol 50:571–599
Tiburcio AF, Besford RT, Capell T, Borrell A, Testillano PS, Risueno MC (1994) Mechanisms of polyamine action during senescence responses induced by osmotic stress. J Exp Bot 45:1789–1800
Tondelli A, Francia E, Barabaschi D, Aprile A, Skinner JS, Stockinger EJ, Stanca AM, Pecchioni N (2006) Mapping regulatory genes as candidates for cold and drought stress tolerance in barley. Theor Appl Genet 112:445–454
Uno Y, Furihata T, Abe H, Yoshida R, Shinozaki K, Yamaguchi-Shinozaki K (2000) Arabidopsis basic leucine zipper transcription factors involved in an abscisic acid-dependent signal transduction pathway under drought and high-salinity conditions. Proc Natl Acad Sci USA 97:11632–11637
Vierstra RD (1996) Proteolysis in plant: mechanisms and functions. Plant Mol Biol 32:275–302
Vogel JT, Zarka DG, Van Buskirk HA, Fowler SG, Thomashow MF (2005) Roles of the CBF2 and ZAT12 transcription factors in configuring the low temperature transcriptome of Arabidopsis. Plant J 41:195–211
Walia H, Wilson C, Wahid A, Condamine P, Cui X, Close TJ (2005) Expression analysis of barley (Hordeum vulgare L.) during salinity stress. Funct Integr Genomics 6:143–56
Walia H, Wilson C, Condamine P, Liu X, Ismail AM, Close TJ (2007) Large-scale expression profiling and physiological characterization of jasmonic acid-mediated adaptation of barley to salinity stress. Plant Cell Environ 30:410–421
Wittenmayer L, Merbach W (2005) Plant responses to drought and phosphorus deficiency: contribution of phytohormones in root related processes. J Plant Nutr Soil Sci 168:531–540
Xin Z, Browse J (2000) Cold comfort farm: the acclimation of plants to freezing temperatures. Plant Cell Environ 23:893–902
Yamaguchi-Shinozaki K, Shinozaki K (2006) Transcriptional regulatory networks in cellular responses and tolerance to dehydration and cold stresses. Annu Rev Plant Biol 57:781–803
Yan L, Loukoianov A, Blechl A, Tranquilli G, Ramakrishna W, SanMiguel P, Bennetzen JL, Echenique V, Dubcovsky J (2004) The wheat VRN2 gene is a flowering repressor down-regulated by vernalization. Sci 303:1640–1644
Yancey PH, Clark ME, Hand SC, Bowlus RD, Somero GN (1982) Living with water stress: evolution of osmolyte systems. Sci 217:1214–1222
Zhu B, Choi DW, Fenton RD, Close TJ (2000) Expression of the barley dehydrin multigene family and the development of freezing tolerance. Mol Gen Genet 264:145–153
Zhou JL, Wang XF, Jiao YL, Qin YH, Liu XG, He K, Chen C, Ma LG, Wang J, Xiong LZ, Zhang QF, Fan LM, Deng XW (2007) Global genome expression analysis of rice in response to drought and high-salinity stresses in shoot, flag leaf, and panicle. Plant Mol Biol 63:591–608
Acknowledgments
This work was supported by USDA-IFAFS 01-52100-11346, “An integrated physical and expression map of barley for Triticeae improvement”; NSF DBI-0321756, “Coupling expressed sequences and bacterial artificial chromosome resources to access the barley genome”; and USDA-NRI 02-35300-12548, “HarvEST: a portable EST database viewer.”
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Supplementary Fig. 1
PCA plot of gene expression under low temperature and drought stress in replicate samples. Each dot represents the transcriptome response to a particular condition (PDF 35.1 KB)
Supplementary Fig. 2
Functional classification of all drought- and low-temperature-regulated genes categorized based on MIPS using homologous sequences of Arabidopsis (E value cutoff = e −10). Only the main functional categories are listed, and overrepresented categories are indicated with an asterisk. Complete functional classification is listed in Supplemental Tables 16i–ii (PDF 6.75 KB)
Supplementary Fig. 3
QT clustering of drought- and low-temperature-responsive genes. The y-axis is the normalized signal intensity (log10), and in the x-axis, samples are ordered according to increasing drought stress levels (91% SWC to 9% SWC) and time progression in the low-temperature experiment (n.a. nonacclimated, c chilling; f/t freeze/thaw; d.a. deacclimated) (PDF 15.3 KB)
Supplementary Table S1
qPCR primer sequences (PDF 3.30 KB)
Supplementary Table S2
Developmentally regulated genes in the low-temperature experiment (PDF 29 KB)
Supplementary Table S3
Developmentally regulated genes in the drought experiment (PDF 407 KB)
Supplementary Table S4
Genes responsive to low-temperature stress release (PDF 84 KB)
Supplementary Table S5
“Present” genes in the drought experiment (PDF 1.58 MB)
Supplementary Table S6
“Present” genes in the low-temperature experiment. (PDF 1.26 MB)
Supplementary Table S7
. Genes present in the low-temperature and drought experiments including developmentally regulated and stress release responsive genes (PDF 1.67 MB)
Supplementary Table S8
Genes present in the low-temperature and drought experiments, without developmentally regulated and stress release responsive genes (PDF 1.16 MB)
Supplementary Table S9
Differentially expressed genes in the drought experiment (PDF 381 KB)
Supplementary Table S10
Differentially expressed genes in the low-temperature experiment (PDF 445 KB)
Supplementary Table S11i
Annotation of genes upregulated at 69% SWC (PDF 19.6 KB)
Supplementary Table S11ii
Annotation of genes upregulated at 38% SWC (PDF 77.9 KB)
Supplementary Table S11iii
Annotation of genes upregulated at 20% SWC (PDF 167 KB)
Supplementary Table S11iv
Annotation of genes upregulated at 11% SWC (PDF 247 KB)
Supplementary Table S11v
Annotation of genes upregulated at 9% SWC (PDF 164 KB)
Supplementary Table S11vi
Annotation of genes downregulated at 69% SWC (PDF 16.7 KB)
Supplementary Table S11vii
Annotation of genes downregulated at 38% SWC (PDF 56 KB)
Supplementary Table S11viii
Annotation of genes downregulated at 20% SWC (PDF 87.9 KB)
Supplementary Table S11ix
Annotation of genes downregulated at 11% SWC (PDF 152 KB)
Supplementary Table S11x
Annotation of genes downregulated at 9% SWC (PDF 142 KB)
Supplementary Table S12i
Annotation of genes upregulated under drought stress (PDF 210 KB)
Supplementary Table S12ii
Annotation of genes downregulated under drought stress (PDF 168 KB)
Supplementary Table S12iii
Annotation of genes upregulated under chilling (PDF 112 KB)
Supplementary Table S12iv
Annotation of genes downregulated under chilling (PDF 96.7 KB)
Supplementary Table S12v
Annotation of genes upregulated under freeze–thaw (PDF 97 KB)
Supplementary Table S12vi
Annotation of genes downregulated under freeze–thaw (PDF 89.8 KB)
Supplementary Table S12vii
Annotation of genes upregulated under low temperature (PDF 159 KB)
Supplementary Table S12viii
Annotation of genes downregulated under low temperature (PDF 107 KB)
Supplementary Table S13
Annotation of 4,153 drought- and low-temperature-responsive genes (PDF 373 KB)
Supplementary Table S14i
Annotation of genes responsive exclusively to chilling (PDF 22.9 KB)
Supplementary Table S14ii
Annotation of genes responsive exclusively to chilling or freeze–thaw (PDF 21 KB)
Supplementary Table S14iii
Annotation of genes responsive exclusively to freeze–thaw (PDF 19.1 KB)
Supplementary Table S14iv
Annotation of genes responsive exclusively to chilling or drought (PDF 35.2 KB)
Supplementary Table S14v
Annotation of genes responsive to chilling, drought, or freeze–thaw (PDF 107 KB)
Supplementary Table S14vi
Annotation of genes responsive exclusively to drought or freeze–thaw (PDF 52.4 KB)
Supplementary Table S14vii
Annotation of genes responsive exclusively to drought (PDF 118 KB)
Supplementary Table S14viii
Annotation of genes upregulated exclusively by chilling (PDF 40.6 KB)
Supplementary Table S14ix
Annotation of genes upregulated exclusively by chilling or freeze–thaw (PDF 52 KB)
Supplementary Table S14x
Annotation of genes upregulated exclusively by freeze–thaw (PDF 40.8 KB)
Supplementary Table S14xi
Annotation of genes upregulated exclusively by chilling or drought (PDF 6.13 KB)
Supplementary Table S14xii
Annotation of genes up-regulated by chilling, drought or freeze–thaw (PDF 11.8 KB)
Supplementary Table S14xiii
Annotation of genes upregulated exclusively by drought and freeze–thaw (PDF 7.22 KB)
Supplementary Table S14xiv
Annotation of genes upregulated exclusively by drought (PDF 147 KB)
Supplementary Table S14xv
Annotation of genes downregulated exclusively by chilling (PDF 18.5 KB)
Supplementary Table S14xvi
Annotation of genes downregulated exclusively by chilling and freeze–thaw (PDF 67.1 KB)
Supplementary Table S14xvii
Annotation of genes downregulated exclusively by freeze–thaw (PDF 20.1 KB)
Supplementary Table S14xviii
Annotation of genes downregulated exclusively by chilling and drought (PDF 7.25 KB)
Supplementary Table S14xix
Annotation of genes downregulated exclusively by drought and freeze–thaw (PDF 5.64 KB)
Supplementary Table S14xx
Annotation of genes downregulated exclusively by drought (PDF 175 KB)
Supplementary Table S14xxi
Annotation of genes downregulated by chilling, drought, and freeze–thaw (PDF 9.13 KB)
Supplementary Table S15
Functional classification of 4,153 drought- and low-temperature-responsive genes (PDF 41.0 KB)
Supplementary Table S16
Functional classification of genes upregulated by drought (i), downregulated by drought (ii), upregulated by low temperature (iii), and downregulated by low temperature (iv) (PDF 182 KB)
Supplementary Table S17i
Functional classification of genes upregulated by drought only, included in QT group 1 (clusters 1, 14, and 35) (PDF 62.6 KB)
Supplementary Table S17ii
Functional classification of genes upregulated by both drought and low temperature, included in QT group 2 (clusters 3, 11, 22, 26, 39, and 40) (PDF 56.0 KB)
Supplementary Table S17iii
Functional classification of genes upregulated by low temperature only, included in QT cluster 20 (PDF 8.34 KB)
Supplementary Table S18
Functional classification of genes upregulated exclusively by drought (i), upregulated by low temperature and drought (ii), and upregulated exclusively by low temperature (iii) (PDF 64.9 KB)
Supplementary Table S19
Normalized expression values for Dhn genes in the drought, low-temperature, and reference experiments (PDF 5.13 KB)
Supplementary Table S20
Correlation between microarray and qPCR gene expression values (PDF 6.07 KB)
Rights and permissions
About this article
Cite this article
Tommasini, L., Svensson, J.T., Rodriguez, E.M. et al. Dehydrin gene expression provides an indicator of low temperature and drought stress: transcriptome-based analysis of Barley (Hordeum vulgare L.). Funct Integr Genomics 8, 387–405 (2008). https://doi.org/10.1007/s10142-008-0081-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10142-008-0081-z