Progress 06/01/09 to 08/14/13
Outputs Target Audience:
Nothing Reported
Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided? One Postdoctoral researcher (Jun Lin), two graduate students (Roel Rabara & Prateek Tripathi), & four undergraduate students (Tanner J. Langum, Ashley K. Boken, Deena L. Rushton, & Lucas Smidt) were employed at different times on the project in the Rushton laboratory & one graduate student (Angi Liyuan Zhang) in the Shen laboratory. Both Roel Rabara & Prateek Tripathi were graduate students on the project & both have graduated w/ a Ph.D & seven papers to their names (rising to at least ten). Dr. Tripathi now works as a Postdoc at USC & Dr. Rabara at Texas A&M. All four undergraduates appeared on at least one publication & they have obtained valuable wet & dry lab experience. Dr. Jun Lin appeared on three papers before moving to a position in industry. The total number of publications has so far been nine w/ another two in review & one in preparation. Both Prateek Tripathi & Roel Rabara went to several conferences, including two ASPB conferences where work from the project was presented. Prateek Tripathi was an invited speaker at the 2013 ASPB Conference. He was also an invited speaker at the International Conference on Bio-resource & Stress Management (ICBSM-2013)-2013, February 6-9,2013, Kolkata, India. The entire Rushton lab attended the 2011 ASPB Conference in Minneapolis. Both Prateek Tripathi & Roel Rabara attended courses at Cold Spring Harbor. Prateek Tripathi & Roel Rabara also wrote & were awarded a competitive grant “A Novel tobacco BY?2 system for the identification of drought responsive regulatory elements” from The Center of Excellence for Drought Tolerance Research, South Dakota State University. How have the results been disseminated to communities of interest? The results have been disseminated through publications, conference presentations, & databases. What do you plan to do during the next reporting period to accomplish the goals? This is the final report written by Dr. Paul Rushton, PI 2008-2013, who is currently at Texas A&M University. The grant did not move w/ him. This grant provided many new lines of research & many of the aspects of the original project & several of the new discoveries will be the continuing focus of his continuing research in Texas.
Impacts What was accomplished under these goals?
Our major hypothesis was that WRKY genes are regulators of water stress responses and we have been able to demonstrate that this hypothesis was indeed true. After the start of the project, several other groups world-wide have also been able to demonstrate this. The project was indeed timely. We have accomplished far more than suggested in the original proposal because we have used systems biology approaches. As a result, we have extensive genome-wide water stress response data at the transcriptome level in both soybean and tobacco. We also have proteomics data for soybean and extensive metabolomics data for both plant species. In addition, we also have some promoter analysis data. Our accomplishments under this project are therefore not limited to the initial four specific aims. Below is a summary of the accomplishments for the four specific aims and then other accomplishments. 1) Which WRKY genes regulate responses to water stress? We have looked at the complete WRKY gene family in soybean and the vast majority of the WRKY family in tobacco. In soybean, we established that there are 178 WRKY genes and 37 potential pseudogenes. Of these, 48 genes show inducibilities by water stress of at least 7-fold in either root or leaf tissue. Notably, two WRKY genes (Glyma06g13090 and Glyma04g41700) were among the top 30 most highly water stress induced genes in leaf tissue (out of over 50,000 expressed genes). In tobacco, the complete WRKY gene family is not yet available, nevertheless at least 30 genes show inducibilities of at least 7-fold by water stress. These data identify water stress-inducible WRKY genes and validate our initial hypothesis. 2) Do related WRKY genes regulate water stress responses? The answer to this question was determined using a combined phylogenetic analysis of the WRKY families from soybean, Arabidopsis, and tobacco upon which was layered expression data. The results were interesting because although there are some commonalities, there are also family-specific responses. Similarities include the induction by water stress of genes from the I, IIa, IIc and III subfamilies. This includes notable hotspots of co-expressed genes in the group IIc and group IIa subfamilies. There are also striking differences between the plant species. Only in tobacco are members of the IId subfamily induced by water stress. Arabidopsis group IIb genes, unlike tobacco and soybean, do not appear to contain water stress-inducible members. These analyses suggest that although some WRKY genes form a core component of water stress deficit signaling, that others represent family- or even species-specific responses. 3) Do drought responsive WRKY genes share drought responsive promoter elements? Our transcriptome analysis identified about 3,000 genes that are strongly up regulated by water stress. To establish whether this is a result of similarities at the promoter level, a data set was constructed containing 1,000 bp of promoter region from the fifty most strongly induced genes at an early time-point (1 h root and 2 h leaf) and a late time-point (5 h in both). These were analyzed by MEME for the presence of conserved sequence motifs. In all four data sets, there was a striking occurrence of the G box-related ABRE sequence motif CACGT/CG. These ABRE-like sequences were not only over-represented in the promoters, but they were also clustered in the 200 bp upstream of the start of transcription. ABRE-like sequences contain potential binding sites for bZIP, NAC, and bHLH TFs and this, together with the transcriptome data suggest the involvement of these types of TFs in regulating water stress. We also studied two water stress-inducible WRKY genes, GmWRKY17 (GLYMA06g06530) and GmWRKY67 (GLYMA13g44730) in more detail. Promoter:GFP constructs were transformed into soybean roots via hairy-root transformation and transgenic roots were subjected to dehydration stress. GFP quantification confirmed water stress inducibility and revealed that the promoter of GmWRKY17 directed 11.1-fold and 12.7-fold inducible expression after three hours and five hours respectively. The GmWRKY67 promoter directed 4.8-fold and 4.6-fold inducible expression. Additionally, both promoters directed ABA-inducible expression, demonstrating that they are part of the ABA-inducible water stress signaling network. 4) How do WRKYs regulate drought responses and can we use them to increase drought tolerance? Our discovery phase has identified over 75 WRKY genes that respond to water stress and that therefore may be regulating drought responses. The most promising are GmWRKY137, GmWRKY161, GmWRKY19, GmWRKY25, and GmWRKY53 that show over 20-fold increases in mRNA level and GmWRKY155 that shows a 14-fold reduction in mRNA level. These genes are currently being used to construct overexpression and knockdown lines and these lines are being assessed for drought tolerance. Additional Findings: We have analyzed soybean plants at the system level during moderate and severe water stress. These analyses at the physiological, mRNA, protein, and metabolite levels reveal dynamic changes and identify genes, proteins and metabolites that are key components of water stress responses. MapMan analyses of genome-wide transcriptome data using all Glyma1.0v gene models reveal that changes in regulation play a prominent role in early response. This includes up-regulation of ERF, heat shock, MYB, NAC. bHLH, JAZ/TIFFY and WRKY transcription factors, receptor-like kinases, and calcium signaling components. Genes associated with the phytohormones ABA, JA and ethylene are up-regulated in parallel with increases in the levels of these hormones. Later, downstream target genes are activated including LEA genes, dehydrins, galactinol and raffinose synthases, and osmotins. Metabolite analyses showed that changes in the biochemical profile of root tissues in response to water stress were far more extensive than that observed in leaf tissues. Ammonia detoxification and compatible solute accumulation were major metabolic responses. This included a flow of nitrogen into amino acid metabolism and proteomics studies performed using Shotgun Mass-spectrometry (MuDPIT) revealed this is due to de novo biosynthesis. One major metabolic change was the accumulation of isoflavonoids in root tissue. One of these showed the greatest fold increase (over 100-fold) of any biochemical and may promote reactive oxygen species scavenging. This isoflavanoid is therefore a potential biomarker for water stress in soybean and a promising target for soybean improvement. Similar experiments were performed in tobacco. The earliest responses are the closing of stomata, wilting, changes in gene expression, and an increase in jasmonate-isoleucine in the roots. Gene expression was monitored using a custom oligo array containing 40,000 individual gene space reads with the highest E-value hits to proteins in the database, all TOBFAC transcription factors, and the Version 4.0 DFCI Tobacco Gene Index EST sequences. A MapMan mapping was generated for the oligo array sequences and this showed that several thousand genes are differentially regulated. Metabolomics analyses identified a total of 116 named biochemicals in leaves and 140 in root. The water stress caused considerable alterations in metabolomic profiles in both leaf and root, even at the first time point (20 min). Interestingly, the two tissues seemed to follow different time profiles. Leaf tissue tended to exhibit a biphasic pattern for many compounds, while root tissue had a slow progression of changes during the first hour, followed by much more dramatic differences in the last two time points. There was evidence of drought and oxidative stress responses, as indicated by increased levels of compatible solutes such as sugar alcohols, amino acids, and oligosaccharides, as well as oxidative products of ROS remediation.
Publications
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2012
Citation:
Tripathi, P., Rabara, R. C., Reese, R.N., Shen, Q.J., and Rushton, P.J. (2012) Systems wide identification of WRKY transcription factors regulating water stress responses in Soybean (Glycine Max.) 14th Annual Fall Symposia Exploration in Synthetic System Biology, Danforth Plant Science Center, St. Louis, Missouri, USA (PX08).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2012
Citation:
Rabara, R. C., Tripathi, P., Reese, R.N., Shen, Q.J., and Rushton, P.J. (2012) Systems wide identification of WRKY transcription factors regulating water stress responses in Soybean (Glycine Max.) 14th Annual Fall Symposia Exploration in Synthetic System Biology, Danforth Plant Science Center, St. Louis, Missouri, USA (PX09)
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2013
Citation:
Tripathi, P., Rabara, R. C., Reese, R.N., Shen, Q.J., and Rushton, P.J. (2013) Systems Biology of Drought Tolerance in Soybean (Glycine Max). International Conference on Bio-resource and Stress Management (ICBSM-2013) Kolkata, India.
- Type:
Websites
Status:
Published
Year Published:
2012
Citation:
http://therushtonlab.wordpress.com/
- Type:
Journal Articles
Status:
Published
Year Published:
2013
Citation:
Tripathi, P., Rabara, R. C., and Rushton, P.J. (2013) A systems biology perspective on the role of WRKY transcription factors in drought responses in crops. Planta. 2013 Oct 22. [Epub ahead of print] PMID: 24146023.
- Type:
Journal Articles
Status:
Published
Year Published:
2013
Citation:
Tripathi, P., Rabara, R. C., Lin, J., and Rushton, P.J. (2013). GmWRKY53, a water- and salt-inducible soybean gene for rapid dissection of regulatory elements in BY-2 cell culture. Plant Signaling Behavior 8 (5) eLocation ID: e24097.
- Type:
Journal Articles
Status:
Published
Year Published:
2012
Citation:
Tripathi, P., Rabara, R. C., and Rushton, P.J. (2012). Emergence of omics-approaches for crop improvement during abiotic stress. International Journal of Environmental Science and Technology. 1(2):125-128.
- Type:
Journal Articles
Status:
Published
Year Published:
2013
Citation:
Rabara, R. C., Tripathi, P., Lin, J., and Rushton, P.J. (2013). Dehydration-Induced WRKY Genes from Tobacco and Soybean Respond to Jasmonic Acid Treatments in By-2 Cell Culture. Biochemical and Biophysical Research Communications. 431(3): 409-14.
- Type:
Journal Articles
Status:
Published
Year Published:
2012
Citation:
Tripathi, P., Rabara, R. C., Langum, T.J., Boken, A.K., Rushton, D.L., Boomsma, D.D., Rinerson, C.I., Rabara, J., Reese, R.N., Chen, X., Rohila, J.S., and Rushton, P.J. (2012). The WRKY transcription factor family from Brachypodium distachyon. BMC Genomics 13: 270.
- Type:
Journal Articles
Status:
Published
Year Published:
2012
Citation:
Ling, M. H. T., Rabara, R. C., Tripathi, P., Rushton, P.J. and Ge, X. Extending MapMan Ontology to Tobacco for Visualization of Gene Expression. (2012) Dataset Papers in Biology. 706465. doi: 10.7167/2013/706465.
- Type:
Journal Articles
Status:
Published
Year Published:
2011
Citation:
Rushton, D.L., Tripathi, P., Rabara, R.C., Lin, J., Ringler, P., Boken, A.K., Langum, T.J., Smidt, L., Boomsma, D.D., Emme, N.J., Chen, X., Finer, J.J., Shen, Q.J., and Rushton P.J. (2011) WRKY transcription factors: key components in abscisic acid signalling. The Plant Biotechnology Journal. 10(1): 2-11.
- Type:
Journal Articles
Status:
Published
Year Published:
2011
Citation:
Roy, A., Rushton, P.J., and Rohila, J.S. (2011) The Potential of Proteomic Technologies for Crop Improvement under Drought Environments. Critical Reviews in Plant Science. 30:5: 471-490.
- Type:
Journal Articles
Status:
Published
Year Published:
2010
Citation:
Rushton, P.J., Somssich, I.E., Ringler, P., and Shen, J. (2010) WRKY transcription factors. Trends in Plant Science 15: 247-58.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2011
Citation:
Rushton, P.J., Tripathi,P., Boken, A.K., Langum, T.J., Bokoweic, M.T., Sutton, F., Meyerink, B., Geraets, R., Lang, D., Chen, X., Shen, Q.J., Timko, M.P., and Rensing, S.A., The Evolution of WRKY Transcription Factors In the Green Lineage. (W398) Plants and Animal Genome conference JXVIII, San Diego, CA, USA.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2011
Citation:
Tripathi, P., Rabara, R. C., Langum, T.J., Boken, A.K., Rushton, D.L., Smidt, L., and Rushton, P.J. (2011) The molecular and physiological responses of soybean to water stress. Proceedings of the South Dakota Academy of Science, Vol. 90 173.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2011
Citation:
Rabara, R. C., Lin, J., Tripathi, P., Langum, T.J., Boken, A.K., Rushton, D.L., Smidt, L., and Rushton, P.J. (2011) Drought inducible WRKY genes in tobacco (Nicotiana tabacum L.) Proceedings of the South Dakota Academy of Science, Vol. 90
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2011
Citation:
Tripathi, P., Rabara, R. C., Boken, A.K., Langum, T.J., Smidt, L., Rushton, D.L., and Rushton, P.J. (2011) The Molecular Responses of Soybean in Water Deificit. Plant Biology 2011, Annual Meeting of The American Society of Plant Biology, Minneapolis, MN, USA (Abstract # P13020): pL68.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2011
Citation:
Rabara, R. C., Lin, J., Tripathi, P., Boken, A.K., Langum, T.J., Smidt, L., Rushton, D.L., and Rushton, P.J. (2011) Promoter Analysis of drought induced WRKY genes in tobacco (Nicotiana tabacum L.) Plant Biology 2011, Annual Meeting of The American Society of Plant Biology, Minneapolis, MN, USA (Abstract # P13006): pL68.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2012
Citation:
Rabara, R. C., Tripathi, P., Lin, J., Parett, J., and Rushton, P.J. (2012). A tobacco BY-2 cell system for the identification of drought responsive regulatory elements in plants. American Society of Plant Biology Mid-Westerm Section Meeting, Lincoln, Nebraska, USA. P-39.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2012
Citation:
Tripathi, P., Rabara, R. C., Reese, R.N., Shen, Q.J., and Rushton, P.J. (2012) Global gene expression in Tobacco in water deficit condition. Plant Biology 2012, Annual meeting of American Society of Plant Biology, Austin, Texas, USA. (Abstract # 14018): pR118.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2012
Citation:
Rabara, R. C., Tripathi, P., Lin, J., Reese, R.N., Shen, Q.J., and Rushton, P.J. (2012). Global gene expression in Tobacco in water deficit condition. Plant Biology 2012, Annual meeting of American Society of Plant Biology, Austin, Texas, USA. (Abstract # 14020): pR118
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2012
Citation:
Tripathi, P., Rabara, R. C., Reese, R.N., Shen, Q.J., and Rushton, P.J. (2012) Understanding water stress responses at systems level in Soybean (Glycine Max.) International Conference of Systems Biology 2012, Toronto, ON, Canada (Abstract # 469D): pQ196.
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