Transcriptome analysis of finger millet (Eleusine coracana (L.) Gaertn.) reveals unique drought responsive genes

被引:36
作者
Parvathi, M. S. [1 ]
Nataraja, Karaba N. [1 ]
Reddy, Y. A. Nanja [1 ,2 ]
Naika, Mahantesha B. N. [1 ,3 ]
Gowda, M. V. Channabyre [2 ]
机构
[1] Univ Agr Sci, Dept Crop Physiol, Bengaluru 560065, Karnataka, India
[2] GKVK, ICAR UAS, AICRP Small Millets, Bengaluru 560065, Karnataka, India
[3] Univ Hort Sci, Dept Biotechnol & Crop Improvement, KRC Coll Hort, Bagalkot 591218, India
关键词
finger millet; drought; transcriptome; ontology; differentially expressed genes; Eleusine coracana; SALT-TOLERANCE; BINDING-PROTEIN; STRESS; RECOGNITION; FARNESYLATION; EXPRESSION; GENOTYPES; SALINITY; RECEPTOR; COMPLEX;
D O I
10.1007/s12041-019-1087-0
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Finger millet (Eleusine coracana (L.) Gaertn.), an important C4 species is known for its stress hardiness and nutritional significance. To identify novel drought responsive mechanisms, we generated transcriptome data from leaf tissue of finger millet, variety GPU-28, exposed to gravimetrically imposed drought stress so as to simulate field stress conditions. De novo assembly-based approach yielded 80,777 and 90,830 transcripts from well-irrigated (control) and drought-stressed samples, respectively. A total of 1790 transcripts were differentially expressed between the control and drought-stress treatments. Functional annotation and pathway analysis indicated activation of diverse drought-stress signalling cascade genes such as serine threonine protein phosphatase 2A (PP2A), calcineurin B-like interacting protein kinase31 (CIPK31), farnesyl pyrophosphate synthase (FPS), signal recognition particle receptor (SRPR ) etc. The basal regulatory genes such as TATA-binding protein (TBP)-associated factors (TAFs) were found to be drought responsive, indicating that genes associated with housekeeping or basal regulatory processes are activated under drought in finger millet. A significant portion of the expressed genes was uncharacterized, belonging to the category of proteins of unknown functions (PUFs). Among the differentially expressed PUFs, we attempted to assign putative function for a few, using a novel annotation tool, Proteins of Unknown Function Annotation Server. Analysis of PUFs led to the discovery of novel drought responsive genes such as pentatricopeptide repeat proteins and tetratricopeptide repeat proteins that serve as interaction modules in multiprotein interactions. The transcriptome data generated can be utilized for comparative analysis, and functional validation of the genes identified would be useful to understand the drought adaptive mechanisms operating under field conditions in finger millet, as has been already attempted for a few candidates such as CIPK31 and TAF6. Such an attempt is needed to enhance the productivity of finger millet under water-limited conditions, and/or to adopt the implicated mechanisms in other related crops.
引用
收藏
页数:12
相关论文
共 49 条
[1]  
Agarwal S., 2011, INT J CURR RES, V3, P045
[2]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[3]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[4]   Modulation of plant HMG-CoA reductase by protein phosphatase 2A Positive and negative control at a key node of metabolism [J].
Antolin-Llovera, Meritxell ;
Leivar, Pablo ;
Arro, Montserrat ;
Ferrer, Albert ;
Boronat, Albert ;
Campos, Narciso .
PLANT SIGNALING & BEHAVIOR, 2011, 6 (08) :1127-1131
[5]  
Apweiler R, 2004, NUCLEIC ACIDS RES, V32, pD115, DOI [10.1093/nar/gkw1099, 10.1093/nar/gkh131]
[6]   Overexpression of EcbHLH57 Transcription Factor from Eleusine coracana L. in Tobacco Confers Tolerance to Salt, Oxidative and Drought Stress [J].
Babitha, K. C. ;
Vemanna, Ramu S. ;
Nataraja, Karaba N. ;
Udayakumar, M. .
PLOS ONE, 2015, 10 (09)
[7]  
Benetka Wolfgang, 2006, BMC Biochem, V7, P6, DOI 10.1186/1471-2091-7-6
[8]   A flagellin-induced complex of the receptor FLS2 and BAK1 initiates plant defence [J].
Chinchilla, Delphine ;
Zipfel, Cyril ;
Robatzek, Silke ;
Kemmerling, Birgit ;
Nuernberger, Thorsten ;
Jones, Jonathan D. G. ;
Felix, Georg ;
Boller, Thomas .
NATURE, 2007, 448 (7152) :497-U12
[9]   An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry [J].
Dhanyalakshmi, K. H. ;
Naika, Mahantesha B. N. ;
Sajeevan, R. S. ;
Mathew, Oommen K. ;
Shafi, K. Mohamed ;
Sowdhamini, Ramanathan ;
Nataraja, Karaba N. .
PLOS ONE, 2016, 11 (03)
[10]   Prp4 Kinase Grants the License to Splice: Control of Weak Splice Sites during Spliceosome Activation [J].
Eckert, Daniela ;
Andree, Nicole ;
Razanau, Aleh ;
Zock-Emmenthal, Susanne ;
Luetzelberger, Martin ;
Plath, Susann ;
Schmidt, Henning ;
Guerra-Moreno, Angel ;
Cozzuto, Luca ;
Ayte, Jose ;
Kaeufer, Norbert F. .
PLOS GENETICS, 2016, 12 (01)