Identification of Reference Genes for Quantitative Real-Time PCR in Date Palm (Phoenix dactylifera L.) Subjected to Drought and Salinity

Date palm is an important crop plant in the arid and semi-arid regions supporting human population in the Middle East and North Africa. These areas have been largely affected by drought and salinity due to insufficient rainfall and improper irrigation practices. Date palm is a relatively salt- and drought-tolerant plant and more recently efforts have been directed to identifying genes and pathways that confer stress tolerance in this species. Quantitative real-time PCR (qPCR) is a promising technique for the analysis of stress-induced differential gene expression, which involves the use of stable reference genes for normalizing gene expression. In an attempt to find the best reference genes for date palm’s drought and salinity research, we evaluated the stability of 12 most commonly used reference genes using the geNorm, NormFinder, BestKeeper statistical algorithms and the comparative ΔCT method. The comprehensive results revealed that HEAT SHOCK PROTEIN (HSP), UBIQUITIN (UBQ) and YTH domain-containing family protein (YT521) were stable in drought-stressed leaves whereas GLYCERALDEHYDE-3-PHOSPHATE DEHYDROGENASE (GAPDH), ACTIN and TUBULIN were stable in drought-stressed roots. On the other hand, SMALL SUBUNIT RIBOSOMAL RNA (25S), YT521 and 18S ribosomal RNA (18S); and UBQ, ACTIN and ELONGATION FACTOR 1-ALPHA (eEF1a) were stable in leaves and roots, respectively, under salt stress. The stability of these reference genes was verified by using the abiotic stress-responsive CYTOSOLIC Cu/Zn SUPEROXIDE DISMUTASE (Cyt-Cu/Zn SOD), an ABA RECEPTOR, and a PROLINE TRANSPORTER 2 (PRO) genes. A combination of top 2 or 3 stable reference genes were found to be suitable for normalization of the target gene expression and will facilitate gene expression analysis studies aimed at identifying functional genes associated with drought and salinity tolerance in date palm.

[1]  D. Orren,et al.  Competition between the DNA unwinding and strand pairing activities of the Werner and Bloom syndrome proteins , 2006, BMC Molecular Biology.

[2]  E. Blumwald,et al.  Assessing Reference Genes for Accurate Transcript Normalization Using Quantitative Real-Time PCR in Pearl Millet [Pennisetum glaucum (L.) R. Br.] , 2014, PloS one.

[3]  S. Davis Faculty Opinions recommendation of Genome-wide identification and testing of superior reference genes for transcript normalization in Arabidopsis. , 2006 .

[4]  T. Grisar,et al.  Housekeeping genes as internal standards: use and limits. , 1999, Journal of biotechnology.

[5]  R. Ragab,et al.  Effect of irrigation methods, management and salinity of irrigation water on tomato yield, soil moisture and salinity distribution , 2008, Irrigation Science.

[6]  Mukesh Jain,et al.  Validation of housekeeping genes as internal control for studying gene expression in rice by quantitative real-time PCR. , 2006, Biochemical and biophysical research communications.

[7]  L. Hoffmann,et al.  Housekeeping gene selection for real-time RT-PCR normalization in potato during biotic and abiotic stress. , 2005, Journal of experimental botany.

[8]  M. W. Yaish,et al.  Salt tolerance research in date palm tree (Phoenix dactylifera L.), past, present, and future perspectives , 2015, Front. Plant Sci..

[9]  M. Tester,et al.  Mechanisms of salinity tolerance. , 2008, Annual review of plant biology.

[10]  M. W. Yaish,et al.  Proline accumulation is a general response to abiotic stress in the date palm tree (Phoenix dactylifera L.). , 2015, Genetics and molecular research : GMR.

[11]  E. Blumwald,et al.  Selection and Validation of Reference Genes for Gene Expression Analysis in Switchgrass (Panicum virgatum) Using Quantitative Real-Time RT-PCR , 2014, PloS one.

[12]  K. R. Reddy,et al.  Abscisic Acid and Abiotic Stress Tolerance in Crop Plants , 2016, Front. Plant Sci..

[13]  Thomas D. Schmittgen,et al.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. , 2001, Methods.

[14]  Christophe Maurel,et al.  The role of aquaporins in root water uptake. , 2002, Annals of botany.

[15]  Abdelouahhab Zaid,et al.  Whole genome re-sequencing of date palms yields insights into diversification of a fruit tree crop , 2015, Nature Communications.

[16]  Loutfy I. El-Juhany,et al.  Degradation of Date Palm Trees and Date Production in Arab Countries: Causes and Potential Rehabilitation , 2010 .

[17]  B. Lahner,et al.  Production of Se-methylselenocysteine in transgenic plants expressing selenocysteine methyltransferase , 2004, BMC Plant Biology.

[18]  V. Beneš,et al.  The MIQE guidelines: minimum information for publication of quantitative real-time PCR experiments. , 2009, Clinical chemistry.

[19]  Xia Wang,et al.  Identification of the Valid Reference Genes for Quantitative RT-PCR in Annual Ryegrass (Lolium multiflorum) under Salt Stress , 2015, Molecules.

[20]  R. S. Simpson,et al.  Comparison of reference genes for quantitative real-time polymerase chain reaction analysis of gene expression in sugarcane , 2007, Plant Molecular Biology Reporter.

[21]  Vadez,et al.  Evaluation of transgenic groundnut lines under water limited conditions , 2004 .

[22]  Jeremy D. DeBarry,et al.  De novo genome sequencing and comparative genomics of date palm (Phoenix dactylifera) , 2011, Nature Biotechnology.

[23]  N. Drira,et al.  Optimization of RNA Isolation from Brittle Leaf Disease Affected Date Palm Leaves and Construction of a Subtractive cDNA Library , 2009, Molecular biotechnology.

[24]  Shenghao Liu,et al.  Validation of housekeeping genes for gene expression studies in an ice alga Chlamydomonas during freezing acclimation , 2012, Extremophiles.

[25]  Hai-Meng Zhou,et al.  Regulating the Drought-responsive Element (DRE)-mediated Signaling Pathway by Synergic Functions of Trans-active and Trans-inactive DRE Binding Factors in Brassica napus* , 2006, Journal of Biological Chemistry.

[26]  R. Varshney,et al.  Evaluation and Validation of Housekeeping Genes as Reference for Gene Expression Studies in Pigeonpea (Cajanus cajan) Under Drought Stress Conditions , 2015, PloS one.

[27]  Qiang Lin,et al.  Genome sequence of the date palm Phoenix dactylifera L , 2013, Nature Communications.

[28]  M. Farooq,et al.  Plant drought stress: effects, mechanisms and management , 2011, Agronomy for Sustainable Development.

[29]  F. Speleman,et al.  Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes , 2002, Genome Biology.

[30]  R. Krueger,et al.  The date palm (Phoenix dactylifera L.) : Overview of biology, uses, and cultivation , 2007 .

[31]  M. Pfaffl,et al.  Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper – Excel-based tool using pair-wise correlations , 2004, Biotechnology Letters.

[32]  R. Sunkar,et al.  A genome-wide identification of the miRNAome in response to salinity stress in date palm (Phoenix dactylifera L.) , 2015, Front. Plant Sci..

[33]  P. Bhatnagar-Mathur,et al.  Evaluation and Validation of Reference Genes for Normalization of Quantitative Real-Time PCR Based Gene Expression Studies in Peanut , 2013, PloS one.

[34]  A. Altman,et al.  Plant responses to drought, salinity and extreme temperatures: towards genetic engineering for stress tolerance , 2003, Planta.

[35]  RNA-Seq Transcriptome Analysis in Date Palm Suggests Multi-Dimensional Responses to Salinity Stress , 2015, Tropical Plant Biology.

[36]  G. Stanger Coastal salinization: A case history from Oman , 1985 .

[37]  R. Varshney,et al.  Selection and Validation of Housekeeping Genes as Reference for Gene Expression Studies in Pigeonpea (Cajanus cajan) under Heat and Salt Stress Conditions , 2015, Front. Plant Sci..

[38]  Bingru Huang,et al.  Identification and Validation of Reference Genes for Quantification of Target Gene Expression with Quantitative Real-time PCR for Tall Fescue under Four Abiotic Stresses , 2015, PloS one.

[39]  J. Schroeder,et al.  Plant salt-tolerance mechanisms. , 2014, Trends in plant science.

[40]  J. Zhu,et al.  Plant salt tolerance. , 2001, Trends in plant science.

[41]  Claus Lindbjerg Andersen,et al.  Normalization of Real-Time Quantitative Reverse Transcription-PCR Data: A Model-Based Variance Estimation Approach to Identify Genes Suited for Normalization, Applied to Bladder and Colon Cancer Data Sets , 2004, Cancer Research.

[42]  S. Thein,et al.  Selection of housekeeping genes for gene expression studies in human reticulocytes using real-time PCR , 2006, BMC Molecular Biology.

[43]  R. Sunkar,et al.  Drought and Salt Tolerance in Plants , 2005 .

[44]  Tracey Ann Cuin,et al.  Plant Salt Tolerance , 2012, Methods in Molecular Biology.

[45]  T. Close Dehydrins: A commonalty in the response of plants to dehydration and low temperature , 1997 .

[46]  Zilong Ma,et al.  Efficient isolation of high quality RNA from tropical palms for RNA-seq analysis , 2012 .

[47]  C. Maurel,et al.  Molecular physiology of aquaporins in plants. , 2002, International review of cytology.

[48]  S. Strauss,et al.  Validating internal controls for quantitative plant gene expression studies , 2004, BMC Plant Biology.

[49]  Jian-Kang Zhu,et al.  Salt and drought stress signal transduction in plants. , 2002, Annual review of plant biology.

[50]  Baohong Zhang,et al.  miRDeepFinder: a miRNA analysis tool for deep sequencing of plant small RNAs , 2012, Plant Molecular Biology.

[51]  D. Golldack,et al.  Tolerance to drought and salt stress in plants: Unraveling the signaling networks , 2014, Front. Plant Sci..

[52]  J. Zhao,et al.  Identification of reference genes for reverse transcription quantitative real-time PCR normalization in pepper (Capsicum annuum L.). , 2011, Biochemical and biophysical research communications.

[53]  S. Jain,et al.  Date Palm Genetic Resources and Utilization , 2015, Springer Netherlands.

[54]  F. Maathuis,et al.  Regulation of Na+ fluxes in plants , 2014, Front. Plant Sci..

[55]  K. Folta,et al.  Identification and Validation of Reference Genes for Transcript Normalization in Strawberry (Fragaria × ananassa) Defense Responses , 2013, PloS one.