Functional Annotation of Two Hypothetical Proteins (LOC105974023 and LOC109219975), as Proteins Involved in Response to Salinity: An in silico Approach

Document Type : Research Article

Authors

1 Department of Plant Breeding, Yazd Branch, Islamic Azad University, Yazd, Iran.

2 Department of Biology, Faculty of Sciences, University of Isfahan, Isfahan, Iran.

3 Department of Agriculture, Payame Noor University, Tehran, Iran.

4 Department of Agronomy and Plant Breeding, Faculty of Agriculture, Bu-Ali Sina University, Hamedan, Iran.

Abstract

Through the exponential development in the specification of sequences and structures of proteins by genome sequencing and structural genomics approaches, there is a growing demand for valid bioinformatics methods to define these proteins function. In this study, our objective is to identify the function of unknown proteins from UCB-1 pistachio rootstock and specify their classification using bioinformatics tools. In previous research, we recognized 5 HPs in proteomic profile of the University of California at Berkeley I pistachio rootstock leaf under salinity stress. The LOC105974023 and LOC109219975 proteins had 2.95 and 2.29-fold up-regulation under salinity stress, respectively. In this study, the probable function and characterization of these HPs were recognized using different statistical methods and programs. According to our analyses, these HPs have similarities with reverse transcriptase enzyme as well as helicase enzyme and some responsive proteins to salt stress. These observations suggest a close relationship between the overexpression of these enzymes and plant responses to salinity stress. These stress-responsive proteins could provide a novel plant defense strategy in response to salinity.

Keywords


Amirmahani F, Jamshidi Goharrizi K. 2018. Phylogenetic Analysis of Three Long Non-coding RNA Genes: AK082072, AK043754 and AK082467. J Genet Resour 4: 56-64.
Barak S, Singh Yadav N, Khan A. 2014. DEAD-box RNA helicases and epigenetic control of abiotic stress-responsive gene expression. Plant Signal Behav 9: e977729.
Barkla Bronwyn J, Vera-Estrella R, Pantoja O. 2013. Progress and challenges for abiotic stress proteomics of crop plants. Proteom 13: 1801-1815.
Baruah I, Debbarma J, Boruah H, Keshavaiah C. 2017. The DEAD-box RNA helicases and multiple abiotic stresses in plants: A systematic review of recent advances and challenges. Plant Omics 10: 252.
Bharat Siva Varma P, Adimulam YB, Kodukula S. 2015. In silico functional annotation of a hypothetical protein from Staphylococcus aureus. J Infect Public Heal 8: 526-532.
Bochman ML, Sabouri N, Zakian VA. 2010. Unwinding the functions of the Pif1 family helicases. DNA Repair 9: 237-249.
Eisenberg D, Lüthy R, Bowie J (1997) VERIFY3D: Assessment of protein models with three-dimensional profiles. In: Enzymology BM in, editor. Academic Press.
Epstein L, Beede R, Kaur S, Ferguson L. 2004. Rootstock effects on pistachio trees grown in verticillium dahliae-infested soil. Phytopath 94: 388-395.
Feng Q, Zhang Y, Hao P, Wang S, Fu G, Huang Y et al. 2002. Sequence and analysis of rice chromosome 4. Nature 420: 316.
Ferguson L, Poss J, Grattan S, Grieve C, Wang D, Wilson C et al. 2002. Pistachio rootstocks influence scion growth and ion relations under salinity and boron stress. J Am Soc Hortic Sci 127: 194-199.
Galperin MY. 2001. Conserved ‘Hypothetical’ Proteins: New Hints and New Puzzles. Comp Funct Genom 2: 14-18.
Gasteiger E, Hoogland C, Gattiker A, Wilkins MR, Appel RD, Bairoch A. 2005. Protein identification and analysis tools on the ExPASy server. In: The proteomics protocols handbook. Springer.
Gazi M, Mahmud S, Fahim SM, Kibria MG, Palit P, Islam M et al. 2018. Functional prediction of hypothetical proteins from Shigella flexneri and validation of the predicted models by using ROC curve analysis. Genomics Inform 16: e26.
Grandbastien M-A, Audeon C, Casacuberta JM, Grappin P, Lucas H, Moreau C et al. 1994. Functional analysis of the tobaccoTnt1 retrotransposon. Genetica 93: 181-189.
Grandbastien M-A, Lucas H, Morel J-B, Mhiri C, Vernhettes S, Casacuberta JM. 1997. The expression of the tobacco Tnt1 retrotransposon is linked to plant defense responses. In: Evolution and Impact of Transposable Elements. Springer, 241-252
Ikai A. 1980. Thermostability and aliphatic index of globular proteins. J Biochem 88: 1895-1898.
Islam MS, Shahik SM, Sohel M, Patwary NI, Hasan MA. 2015. In silico structural and functional annotation of hypothetical proteins of Vibrio cholerae O139. Genomics Inform 13: 53.
Jamshidi Goharrizi K, Baghizadeh A, Kalantar M, Fatehi F. 2019. Assessment of changes in some biochemical traits and proteomic profile of UCB-1 pistachio rootstock leaf under salinity stress. J Plant Growth Regul. https://doi.org/10.1007/s00344-019-10004-3
Jamshidi KG, Amirmahani F, Salehi F. 2019. Assessment of changes in physiological and biochemical traits in four pistachio rootstocks under drought, salinity and drought+ salinity stresses. Physiol Plant. doi: 10.1111/ppl.13042
Kiarash JG, Wilde HD, Amirmahani F, Moemeni MM, Zaboli M, Nazari M et al. 2018. Selection and validation of reference genes for normalization of qRT-PCR gene expression in wheat (Triticum durum L.) under drought and salt stresses. J Ggenet 97: 1433-1444.
Kimura Y, Tosa Y, Shimada S, Sogo R, Kusaba M, Sunaga T et al. 2001. OARE-1, a Ty1-copia retrotransposon in oat activated by abiotic and biotic stresses. Plant Cell Physiol 42: 1345-1354.
Krtková J, Benáková M, Schwarzerová K. 2016. Multifunctional microtubule-associated proteins in plants. Front Plant Sci 7: 474.
Kumar S, Shanker A. 2018. Bioinformatics Resources for the stress biology of plants. In: Biotic and Abiotic Stress Tolerance in Plants. Springer.
Laurie AT, Jackson RM. 2005. Q-SiteFinder: an energy-based method for the prediction of protein–ligand binding sites. Bioinform 21: 1908-1916.
Lesk A, Chothia C. 1986. The response of protein structures to amino-acid sequence changes. Philos Trans Royal Society of London Series A, Math Phys Sci 317: 345-356.
Linder P, Jankowsky E. 2011. From unwinding to clamping the DEAD box RNA helicase family. Mol Cell Biol 12: 505.
Liu Y, Tabata D, Imai R. 2016. A cold-inducible DEAD-box RNA helicase from Arabidopsis thaliana regulates plant growth and development under low temperature. PloS One 11: e0154040.
Majorek KA, Dunin-Horkawicz S, Steczkiewicz K, Muszewska A, Nowotny M, Ginalski K et al. 2014. The RNase H-like superfamily: new members, comparative structural analysis and evolutionary classification. Nuc Acids Res 42: 4160-4179.
Moazzam Jazi M, Ghadirzadeh Khorzoghi E, Botanga C, Seyedi SM. 2016. Identification of Reference Genes for Quantitative Gene Expression Studies in a Non-Model Tree Pistachio (Pistacia vera L.). PLoS One 11: e0157467.
Moazzzam Jazi M, Seyedi SM, Ebrahimie E, Ebrahimi M, De Moro G, Botanga C. 2017. A genome-wide transcriptome map of pistachio (Pistacia vera L.) provides novel insights into salinity-related genes and marker discovery. BMC Genomics 18: 627.
Morgan D, Epstein L, Ferguson L. 1992. Verticillium wilt resistance in pistachio rootstock cultivars: assays and an assessment of two interspecific hybrids. Plant Disease 76: 310-313.
Mostek A, Börner A, Badowiec A, Weidner S. 2015. Alterations in root proteome of salt-sensitive and tolerant barley lines under salt stress conditions. J Plant Physiol 174: 166-176.
Pouteau S, Grandbastien MA, Boccara M. 1994. Microbial elicitors of plant defence responses activate transcription of a retrotransposon. Plant J 5: 535-542.
Ranji A, Shkriabai N, Kvaratskhelia M, Musier-Forsyth K, Boris-Lawrie K. 2011. Features of double-stranded RNA-binding domains of RNA helicase A are necessary for selective recognition and translation of complex mRNAs. J Biol Chem 286: 5328-5337.
Sahoo RK, Gill SS, Tuteja N. 2012. Pea DNA helicase 45 promotes salinity stress tolerance in IR64 rice with improved yield. Plant Signal Behav 7: 1042-1046.
Salwinski L, Miller CS, Smith AJ, Pettit FK, Bowie JU, Eisenberg D. 2004. The database of interacting proteins: 2004 update. Nuc Acids Res 32: D449-D451.
Sanan-Mishra N, Pham XH, Sopory SK, Tuteja N. 2005. Pea DNA helicase 45 overexpression in tobacco confers high salinity tolerance without affecting yield. Proc Natl Acad Sci 102: 509-514.
Schwarz D, Rouphael Y, Colla G, Venema JH. 2010. Grafting as a tool to improve tolerance of vegetables to abiotic stresses: Thermal stress, water stress and organic pollutants. Sci Hortic 127: 162-171.
Srinivasan B, Kempaiah Nagappa L, Shukla A, Balaram H. 2015. Prediction of substrate specificity and preliminary kinetic characterization of the hypothetical protein PVX-123945 from Plasmodium vivax. Exp Parasitol 151-152: 56-63.
Tuteja N, Singh S, Tuteja R. 2012. Helicases in improving abiotic stress tolerance in crop plants. In: Improving Crop Resistance to Abiotic Stress, Wiley‐VCH Verlag GmbH & Co. KGaA.
Varma PBS, Adimulam YB, Kodukula S. 2015. In silico functional annotation of a hypothetical protein from Staphylococcus aureus. J Infect Public Healt 8: 526-532.
Wessler SR. 1996. Plant retrotransposons: turned on by stress. Curr Biol 6: 959-961.