Rajasthan-324009 India
+91 9784677044
editor@ijpab.com
Indian Journal of Pure & Applied Biosciences (IJPAB)
Year : 2020, Volume : 8, Issue : 3
First page : (1) Last page : (12)
Article doi: : http://dx.doi.org/10.18782/2582-2845.8075
Molecular Identification of Date Palm Varieties Using Chloroplast Barcode atpF-atpH Spacer
Mohamed R. Enan1,3* and Salah Ali Moustafa1,2
1Agricultural Research Center, Agricultural Genetic Engineering Research Institute, Giza, Egypt
2Biology Department, Faculty of Science, Jazan University, Saudia Arabia
3Biology Department, Faculty of Science, United Arab Emirates University, United Arab Emirates
*Corresponding Author E-mail: mohamed.enan@uaeu.ac.ae
Received: 16.04.2020 | Revised: 22.05.2020 | Accepted: 27.05.2020
ABSTRACT
DNA barcoding is a technique for discriminating and identifying species using short, variable, and standardized DNA regions. Here, we tested for the first time the performance of chloroplast atpF-atpH spacer as DNA barcodes in Phoenix dactylifera varieties. The lack of differential morphological and anatomical useful characters, and interspecific hybridization, make identification of Phoenix species difficult. In this context, the development of reliable DNA markers for varieties identification would be of great utility. therefore, the present study aimed at the evaluation of genetic relationship based on chloroplast atpF-atpH spacer was amplified and sequenced from selected varieties. Phylogram illustrated over all genetic distance of 0.0002 representing close genetic relationship of selected P. dactylifera varieties. Pairwise distance was calculated for atpF-atpH spacer and very low genetic diversity value was observed (0.002). Estimates of average evolutionary divergence of overall sequence pairs and nucleotide diversity were again found very low with 0.008. Based on atpF-atpH genetic makeup, it can be suggested that date palm varieties show very high degree of similarity.
Keywords: Chloroplast atpF-atpH regions, DNA barcode, Phoenix dactylifera
Full Text : PDF; Journal doi : http://dx.doi.org/10.18782
Cite this article: Enan, M.R., & Moustafa, S.A. (2020). Molecular Identification of Date Palm Varieties Using Chloroplast Barcode atpF-atpH Spacer, Ind. J. Pure App. Biosci. 8(3), 1-12. doi: http://dx.doi.org/10.18782/2582-2845.8075
INTRODUCTION
The genus Phoenix L. (Arecaceae) comprises 14 species (Govaerts & Dransfield 2005), Date palm (Phoenix dactylifera L.) is one of the ancient domesticated fruit tree with a great socioeconomic importance and nutritional value (Barreveld, 1993; Elshibi, 2009). It is the major crop for agricultural income in arid and desert areas (Hodel and Johnson, 2007). There are almost 5000 date palm cultivars all around the world (Osman, 1984; Bashah, 1996; Jaradat & Zaid, 2004). Determination of genetic relationships among date palm cultivars is of major importance for characterization of date palm germplasm, breeding programs, and conservation purposes (Haider et al., 2012). Fruit morphology (Sedra et al., 1998) biochemical markers (Herny, 1998; Gothwal et al., 2013) used for genotype identification are found to be complex and altered by environment.
Several molecular markers have been applied for genetic diversity assessment, such as RAPD (Sedra et al., 1998; Trifi et al., 2000; Al-Khalifa and Askari, 2003; Mirbahar et al., 2014), ISSRs (Zehdi et al., 2002) SSRs (Zehdi et al., 2004; Elmeer et al., 2011) RAMPO (Rhouma et al., 2008) and AFLP (Devanand & Chao, 2003; Bandelj et al., 2004; Rhouma et al., 2007; Khierallah et al., 2011). These nrDNA markers revealed high polymorphism among date palm cultivars but it remained difficult to describe cultivars. However, cpDNA sequences can be used to estimate phylogeny (Jamil et al., 2014). CpDNA has high phylogenetic potential than nrDNA as it is enough variable but conserve to be less variable within than between species (Filiz, 2012). Enan and Ahmed (2014) firstly attempted cpDNA in date palm in United Arab Emirates cultivars. There is need to generate suitable molecular markers to get a deeper and enough insight of the genetic diversity of date palm. Hebert et al. (2003) introduced the concept of “DNA barcode” as a new approach to taxon recognition, assuming that a short standardised DNA sequence can distinguish individuals of a species because genetic differentiation between species exceeds that within species. Since then, DNA barcoding has become increasingly important as a tool in taxonomic studies and species delimitation, as well as in the discovery of new (cryptic) species (Hebert et al., 2004; DeSalle et al. 2005, Hebert and Gregory 2005, Savolainen et al., 2005, Hajibabaei et al., 2007). The first DNA barcoding analysis in palms (Jeanson et al. 2011) achieved a 92% success in species discrimination by applying a combination of three markers (the plastid matK and rbcL, and the nuclear ITS2) to the tribe Caryoteae. In order to access phylogentic relationship of selected date palm varieties in this study, atpF-atpH intergenic spacer was evaluated for discrimination power to identify date palm variaties.
MATERIALS AND METHODS
Plant Material
Fresh and young leaves of 30 different varieties (Table 1) of date palm (Phoenix dactylifera L.) were collected from varous area of United Arab Emirates for present research work and plant samples were stored at -20ºC.
DNA extraction
Total genomic DNA was extracted from fresh plant material using the DNeasy™ Plant Mini Kit (Qiagen, UK). For each sample, genomic DNA was extracted from 100 mg of freeze- leaf tissue which was first grinded using a bead-blaster homogenizer (Benchmark scientific, USA). Extracted DNA was quantified by means of a Nanodrop ND1000 spectrophotometer (Thermo Fisher Scientific Inc., USA) and visualized on 1% agarose gels stained with ethidium bromide.
PCR amplification and Nucleotide sequencing
The atpF-atpH intergenic spacer of date palm chloroplast DNA was amplified using universal primer atpF-atpH; atpF 5’-ACTCGCACACACTCCCTTTCC-3’, atpH 5’-GCTTTTATGGAAGCTTTAACAAT-3’; designed by Leeet al. (2007). PCR reactions were prepared in 25 µl of total volume, containing the following reagent concentrations: 12.5 μL Taq PCR Master Mix (Qiagen, UK), yielding a final concentration of 200 μM of each deoxynucleotide and 1.5 mM MgCl2, 1 μM of each primer (Eurofins MWG Operon, Germany), 2 μL (20 ng) genomic DNA, and the rest was adjusted with DNase-free sterile water. PCR amplification was performed using a T100 thermal cycler (BioRad, USA) as follows: 95°C for 5 min, followed by 35 cycles of 95°C for 30 s, 55°C for 30 s, and 72°C for 60 s. The final elongation step at 72ºC for 10 minutes was done to make sure that any remaining single-stranded DNA became fully extended. Cycle sequencing products were performed using the Big Dye Terminator v3.1 kit (Applied Biosystems, USA), then analysed on an ABI 310 automated DNA Sequencer (Applied BioSystems, USA).
Data analysis
Using NCBI, atpF-atpH sequences of all 25 date palm varieties were uploaded and The Basic Local Alignment SearchTool (BLASTn) was performed one by one in query form in comparison to already reported sequences in Genbank. After BLASTn, all sequences generated in the present study were deposited in GenBank for reference; their accession numbers are provided in Table 1. The sequencing data acquired for all 25 genotypes of date palm for the atpF-atpH intergenic spacers was aligned separately using CLUSTALW through MEGA 6.0 (Tamura et al., 2013). Phylogenetic trees were inferred with the maximum likelihood (ML), neighbor-joining tree (NJ), and UPGMA methods. The topologies of the phylogenetic trees were evaluated using the bootstrap resampling method with 1000 replicates. Codon positions included were 1st + 2nd + 3rd + noncoding. Pairwise distance, transitional/transversional substitutions, and phylogenetic analyses were conducted using MEGA6.0 (Tamura et al. 2013). Genetic variation among date cultivars was estimated by calculating the number of polymorphic sites and mutations, haplotype diversity, and nucleotide diversity by using the DnaSP software (Librado and Rozas, 2009). Levels of genetic diversity were quantified by indices of haplotype diversity (Hd) (Nei and Tajima 1983) and pairwise estimates of nucleotide divergence (Pi) (Jukes and Cantor 1996).We besides used DnaSP to estimate the average of nucleotide differences (k), and the average number of nucleotide differences between cultivar. To test the population expansion, we performed neutrality tests with Tajma’s D (Tajima 1989), and Fu and Li’s (1993) in order to experiment the null hypothesis that sequences are evolving according to neutral expectations. For each sequence, length and proportion of GC and AT contents were estimated and transition/transversion bias was calculated. The alignment was manually checked and pairwise sequence divergence between cultivars was calculated according to the Tamura-3 prameter (Tamura, 1992).
RESULTS
Sequence analysis
The sequence data atpF-atpH spacerobtained from date palm cultivars was aligned and subjected to BLASTn using NCBI. Similarity index percentage was checked with P. dactylifera chloroplast complete genome (Accession No. GU811709.2) and accession numbers for all the sequences were obtained from Genbank and published under the accession numbers listed in Table1. For atpF-atpH region, DNA sequence varied from 594 bp for Jabiri cultivar to 708 bp for Barhi cultivar (Table 1) with an average of 672 pb length (Table 1). In addition, the GC content of the atpF-atpH sequences varied from 29.3% to 31.2%, and the AT one from 68.8% to 70.7 % (Table 1). The atpF-atpH barcode exhibited complete PCR success (100%). High-quality sequencing data were obtained for atpF-atpH with a success rate of 83.3 % (Table 2). The haplotype diversity (Hd), variance of haplotype diversity, nucleotide diversity (Pi), theta (per site) from Eta, average number of nucleotide differences (K) among all varieteies was found to be 0.953, 0.00058, 0.62918, 0.69463, 373.73, respectively, in atpF-atpH (Table 3). Pairwise distance was calculated based on atpF-atpH region using MEGA6. The value of genetic diversity was 0.002. Mean theta was used for estimating intraspecific divergence (Table 3). The intraspecific divergence was (θ=0.0005). The ideal barcode should show large interspecific differentiation but low intrasspecfic divergence (Table 3). These very low distance values show that all varieties are genetically closely related to each other and there is low genetic diversity among them based on atpF-atpH region. The sequence analysis showed noticeable nucleotide polymorphism among date palm varieties. For the atpF-atpH region, the analysis involved 25 nucleotide sequences. The T to G, A to C, G to C and C to G transversion rate was 7.05, that of A to T, G to T, T to A and C to A was 17.95, no transitional subsitituion are detected. Frequency of the nucleotide susbsitition were A= 35.89, T/U= 35.89, C=14.11, and G=14.11 (Table 4)
Test of selective neutrality
Regularly used approach for detecting selection is to use a neutrality test statistic based on allele frequencies, with Tajima’s D being the most famous (Korneliussen et al., 2013). For atpF-atpH region, selective neutrality tests show that tests were negative and not significant (Tajima’s D = -0.3795 (P>0.1); Fu and Li’s D*= -1.2105 (P>0.1); Fu and Li’s F*=-0.8211 (P>0.1). Twenty-five numbers of atF-atpH sequences (m) gave one segregation sites (S) revealing very low nucleotide diversity (π) of 0.0019 (Table 5). This low nucleotide diversity is an indication of close genetic relationship of studied date palm varieties.
Phylogenetic analysis:
Three tree building methods were assessed to test their identification powers among the date palm varieteies. The neighbor-joining (NJ), Maximum likelihood (ML), and unweighted pair group method with arithmetic mean (UPGMA). In this stutudy no diffeneces between results of NJ-, Ml- and UPGMA-tree based analysis. Overview of phylogenetic trees using atpF-atpH region illustrated that date palm varieties indicated very little genetic distance 0.0002 showing close genetic similarity among them (Figure 1). These phylograms supported the varieties’ organization into two main clades denoted by clade I and clade II. Clade I separate the cultivars “Chichi, Umsala, and Gash habash” from all the other ones, with 65% bootstrap value (Figure 1).
DISCUSSION
One of the most significant applications of DNA barcoding is to overcome taxonomic obstacles, where it is difficult to identify unknown or wrongly named species in a family with similar morphology. Furthermore, DNA barcoding could offer us a primary screen for further characterization of cryptic species. (Wang et al. 2010). The CBOL Plant Working Group (2009) indicates that atpF-atpH has relatively modest discriminatory power, intermediate sequence quality and universality and could be used as a plant DNA barcode. Recent studies document positive reports on the performance of atpF-atpH as a plant barcode region (Nicolalde-Morejón et al. 2010). Studies on duckweeds (Wang et al. 2010) also demonstrated that atpF-atpH, a noncoding spacer could serve as a universal DNA barcoding marker for species-level identification. The current study therefore seeks to among others test the informativeness of this barcode region in discriminating P. dactylifera diversity at sub-species level. As nrDNA molecular markers, RAPD, ISSR, AFLP, RAMPO, microsatellite as well as isozyme markers revealed high level of polymorphism so it remained problematic to effectively characterize at cultivar level in date palm (Baaziz et al., 2000; Zehdi et al., 2002; Al-Khalifa & Askari, 2003; Rhouma et al., 2007; Rhouma et al., 2008; Haider et al., 2012). Al-Qurainy et al., (2011) investigated the molecular phylogeny of eight Saudi date palm cultivars utilizing cpDNA psbA-trnH non-coding regions. Molecular typing of chloroplast rpoBand psbA-trnH has also been studied by many authors (Yao et al., 2009; Song et al., 2009; Feng et al., 2010; Chen et al., 2010). It has been reported that rpoB and psbA-trnH loci showed low efficiency in Picea barcoding (Ran et al., 2010).
Therefore, the present study was designed for chloroplast atpF-atpH spacer to evaluate genetic diversity among local date palm varieties. After analyzing the sequence data, it was found that level of polymorphism was very low in the studies date palm varieties. The nucleotide diversity of twenty-five cultivars in present study is very low than Saudi cultivars (Al-Qurainy etal., 2011) which might be due to high selection pressure by farmers in order to maintain pure breed or due to restricted distribution of date palm crop in specific area. Date palm has a long history of domestication with an unknown origin (Wrigley, 1995) and the nature of date palm culture may have an important role in the composition of date palm genomes. Apart from the tissue culture methods, the only way to maintain the genetic integrity of date palm cultivars is propagation by offshoots (Zaid & de Wet, 2002). Our results of low genetic diversity may also an indicative of offshoot propagation method by farmers as seeds with genetic recombinant embryo cause divergence among date palm population. Hence it is concluded that date palm showed high level of similarity and low genetic diversification among studied varieties. The high genetic similarity values lead us to the conclusion that they have been under high selection pressure. Eswaran et al. (2005) pointed out that a negative Tajima's D* signifies an excess of low frequency polymorphisms relative to expectation, indicating population size expansion and/or purifying selection. The observed variation pattern provides evidence that date palm trees have been undergoing rapid expansion. Fu (1993) suggests a different statistic based on the infinite sites model of mutation. He suggests estimating the probability of observing a random sample with several alleles equal to or smaller than the observed value under given the observed level of diversity and the assumption that all the alleles are selectively neutral. Fu’s simulations suggest that Fs is a more sensitive indicator of population expansion and genetic draft than Tajimas D. We can resolve that Fu and Li’s parameters accept the presence of background selection in the analyzed region and give evidence for primordial population expansion of the date palm varieties. The maximum likelihood substitution matrix using MEGA 6.0 shows the probability of substitution from one base to another. These changes include the substitution of a pyrimidine by a purine or a purine by a pyrirnidine (transversion). The lack of sequence variation in P. daclylifera may he due to low rates of sequence evolution and taxonomic misidentiflcation (Kress & Erickson, 2007).
Mean theta was used for estimating intraspecific divergence (Table). The lowest intraspecific divergence was for atpF-atpH (θ=0.0005). The ideal barcode should show large interspecific differentiation but low intrasspecfic divergence. Yan et al., 2011 reported that psbK-psbI had relatively low intraspecifc divergence among non-coding regions.
The the relatively high AT values in atpF-atpH spacer sequence of date palm cultivars may explain the high proportion of transversions. Base content may explain the occurrence of a relatively high proportion of transversions in view of the fact that in several substitution studies it has been found that in a situation of high AT content, the transversions occurred with a higher frequency than in a high GC context (Bakker et al., 2000) our barcoding data showed that closely related subspecies of P. dactylifera could not be separated from each other. These sister-subspecies share identical sequences for barcoding marker, which would require a search for additional barcoding markers with greater sequence polymorphism. On the other hand, use of next-generation sequencing technologies and corresponding software applications could provide the necessary resolution of subspeceis.
Table 1: Date palm cultivars studied, accession numbers and their variation in length, GC and AT content of the atpF-atpH regions
Ecotype |
atpF-atpH |
||||||
Accession number |
Length (bp) |
GC (%) |
AT (%) |
|
|
|
|
Zaghlul |
KT748879 |
648 |
30.4 |
69.6 |
|
|
|
Gashhabash |
KT748880 |
705 |
31.2 |
68.8 |
|
|
|
Khesab |
KT748881 |
648 |
30.4 |
69.6 |
|
|
|
Hatemy |
KT748882 |
707 |
31.1 |
68.9 |
|
|
|
Anghal |
KT748883 |
698 |
31 |
69 |
|
|
|
Lulu |
KT748884 |
702 |
31.1 |
68.9 |
|
|
|
Degletnoor |
KT748885 |
701 |
31 |
69 |
|
|
|
AbuAzouq |
KT748886 |
708 |
31.2 |
68.8 |
|
|
|
Chichi |
KT748887 |
625 |
30.6 |
69.4 |
|
|
|
UmSala |
KT748888 |
661 |
30.4 |
69.6 |
|
|
|
Khenezi |
KT748889 |
656 |
29.9 |
70.1 |
|
|
|
AinBakr |
KT748890 |
704 |
30.9 |
69.1 |
|
|
|
AbuKebal |
KT748891 |
620 |
30.3 |
69.7 |
|
|
|
Dabbas |
KT748892 |
706 |
31.2 |
68.8 |
|
|
|
Khadroui |
KT748893 |
634 |
30.6 |
69.4 |
|
|
|
Fard |
KT748894 |
634 |
30.1 |
69.9 |
|
|
|
Jabiri |
KT748895 |
594 |
29.3 |
70.7 |
|
|
|
Nagdi |
KT748896 |
703 |
31 |
69 |
|
|
|
Ashrasi |
KT748897 |
632 |
30.7 |
69.3 |
|
|
|
Barhi |
KT748898 |
708 |
31.1 |
68.9 |
|
|
|
BuMoaan |
- |
- |
- |
- |
|
|
|
Breem |
KT748899 |
706 |
30.9 |
69.1 |
|
|
|
Maktoom |
- |
- |
- |
- |
|
|
|
Diri |
- |
- |
- |
- |
|
|
|
Anwan |
KT748900 |
634 |
30.6 |
69.4 |
|
|
|
Khalas |
- |
- |
- |
- |
|
|
|
Rabie |
- |
- |
- |
- |
|
|
|
Raziz |
KT748901 |
660 |
30.2 |
69.8 |
|
|
|
Azmy |
KT748902 |
696 |
31 |
69 |
|
|
|
Madhoun |
KT748903 |
706 |
30.9 |
69.1 |
|
|
|
|
|
672 |
30.7 |
69.3 |
|
|
|
N1: number of samples amplified by PCR; N2: number of samples sequenced; P: PCR success; S: sequencing success
Table 3: Summary of statistic of chloroplast atpF-atpH DNA fragment for date palm varieties
Characteristic |
atpF-atpH |
Number of sequences (n) |
25 |
Haplotype (gene) diversity (Hd) |
0.953 |
Variance of haplotype diversity |
0.00058 |
Nucleotide diversity (Pi) |
0.62918 |
Theta (per site) from Eta |
0.69463 |
Pairwise distance |
0.002 |
|
|
Mean theta |
0.0005 |
Average number of nucleotide diversity (K) |
373.73 |
Singleton variable sites |
0.0 |
Transition/transversion bias (R) |
0.00 |
Consistency index |
0.333 |
Number of segregation sites (S) |
1.0 |
Ps=S/n |
0.00190 |
|
|
Nucleotide diversity (π) |
0.000419 |
Table 4: Transition and transversion rates of atpF-atpH nucleotide sequences in date palm varieties
|
A |
T/U |
c |
G |
A |
- |
17.95 |
7.05 |
00.00 |
T/U |
17.95 |
- |
00.00 |
7.05 |
c |
17.95 |
00.00 |
- |
7.05 |
G |
00.00 |
17.95 |
7.05 |
- |
Table 5: Results from Neutrality Test
Barcode |
m |
S |
Ps |
θ |
π |
Tajima's D* |
Fu and Li D* |
Fu and Li's F* |
atpF-atpH |
25 |
1 |
0.001905 |
0.000504 |
0.000419 |
-0.3795 |
-1.2105 |
-0.8211 |
m = number of sequences, n = total number of sites, S = Number of segregating sites, ps = S/n, θ = ps/a1, π = nucleotide diversity.
CONCLUSION
In this study we have demonstrated that atpF-atpH noncoding spacer could not serve as a universal DNA barcoding marker for cultivar-level identification of phoenix dactylifera. Based on our results, it may be useful to include more coding and non-coding regions for a precise and comprehensive system of subspecies identification in P. dactylifera.
REFERENCES
Al-Khalifa, N.S., & E. Askari. (2003). Molecular phylogeny of date palm (Phoenix dactylifera L.) cultivars from Saudi Arabia by DNA fingerprinting. Theor. Appl. Genet., 107, 1266-1270.
Al-Qurainy, F., Khan, S., Al-Hemaid, F.M., Ali, M.A., Tarroum, M., & Ashraf, M. (2011). Assessing molecular signature for some potential date (Phoenix dactylifera L.) cultivars from Saudi Arabia based on chloroplast DNA sequences rpoB andpsbA-trnH. Int. J. Mol. Sci., 12, 6871-6880.
Bakker, F. T. Hellbrügge, D. Culham, A., & Gibby, M. (1998). Phylogenetic relationships within Pelargonium sect. Peristera (Geraniaceae) inferred from nrDNA and cpDNA sequence comparisons. Plant Systematics and Evolution 211, 273-287.
Baaziz, M., Majourhat, K., & Bendiab, K. (2000). Date palm culture in the Maghreb countries: constraints and scientific research. In: Proceedings of the date palm international symposium, Windhoek, Namibia, February 22-25. pp: 306-311.
Bandelj, D., Jakse, J., & Jarornik, B. (2004). Assessment of genetic variability of olive varieties by microsatellite and AFLP markers. Euphytica.136, 93-102.
Barreveld, H.W. (1993). Date palm products. Food and Agriculture Organization of the United Ntions, FAO Agricultural Services, Viale delle Terme di Caracalla, 00100 Rome, Italy, Bulletin No. 10.
Bashah, M.A. (1996). Date variety in the Kingdom of Saudi Arabia, Guidance booklet palms and dates. King Abdulaziz University Press, Riyadh, KSA, pp. 1219-1325.
CBOL Plant Working Group (2009). A DNA Barcode for Land Plants. Proceedings of the National Academy of Sciences of the United States of America, 106, 12794-12797.
Chen, S.L., Yao, H., Han, J.P., Liu, C., Song, J.Y., Shi, L.C., Zhu, Y.J., Ma, X.Y., Gao, T., & Pang, X.H. (2010). Validation of the ITS2 region as a novel DNA barcode for identifying medicinal plant species. PLoS One., 5, 8613.
Devanand, P.S., & Chao, C.T. (2003). Genetic variation withinMedjoo; and Deglet Noor date (Phoenix dactylifera L.) cultivars in California detected by fluorescent AFLP markers, 18, 405-409.
Desalle, R., Egan, M., & Siddall, M. (2005). The unholy trinity: taxonomy, species delimitation and DNA barcoding. Philosophical Transactions of the Royal Society B 360, 1905-1916.
Dransfield, J., Uhl, N.W., Asmussen, C.B., Baker, W.J., Harley, M.M., Lewis, C.E. (2008). Genera palmarum, the evolution and classification of palms. Royal Botanic Gardens, Kew, U.K.
Enan, M.R., & Ahamed, A. (2014). DNA barcoding based on plastid matK and RNA polymerase for assessing the genetic identity of date (Phoenix dactylifera L.) cultivars. Genet. Mol. Res. 13, 3527-3536.
Eswaran, V., Harpending, H., & Rogers, A.R. (2005). Genomics refutes an exclusively African origin of humans. J. Hum. Evol. 49, 1-18.
Elmeer, K., Sarwath, H., Malek, J., Baum, M., & Hamwieh, A. (2011). New microsatellite markers for assessment of genetic diversity in date palm (Phoenix dactylifera L.). 3 Biotech. 1(2), 91-97.
Elshibi, S. (2009). Genetic diversity and adaptation of date palm (Phoenix dactylifera L.). Doctoral thesis. University of Helsinki, Helsinki, Finland. Elshibli, S., & H. Korpelainen. 2010. Identity of date palm (Phoenix dactylifera L.) germplasm in Sudan: From the morphology and chemical characters to molecular markers. Acta Hort., 859, 143-153.
Feng, T., S. Liu and X.J. He. (2010). Molecular authentication of the traditional Chinese medicinal plant Angelica sinensis based on internal transcribed spacer of nrDNA. Electron J Biotechnol., 13:1-10.
Filiz, E. (2012). Phylogeny of some Solanum species (Solanaceae) based on complete chloroplast genomes (cpDNA) and individual chloroplast genes. Res. In Biotechnol., 3(6), 33-41.
Fu, Y.X., & Li, W.H. (1993). Statistical tests of neutrality of mutations. Genetics 133, 693-709.
Gothwal, R.K., Bhargava, R., Yadav, P.K., Meghwal, R.R., Agnihotri, M.K., & Moraniya, N.K. (2013). Evolutionary relationship study in date palm cultivars using morphological and biochemical parameters. The Bioscan., 8(4), 1251-1254.
Govaerts, R., & Dransfield, J. (2005). World checklist of palms. Royal Botanic Gardens, Kew, U.K.
Haider, N., Nabulsi, I., & Ali, M. (2012). Phylogenetic relationships among date palm (Phoenix dactylifera L.) cultivars in Syria using RAPD and ISSR markers. J. Plant Bio. Res., 1(2), 12-24.
Hajibabaei, M., Singer, G.A.C., Hebert, P.D.N., Hickey, D.A. (2007). DNA barcoding: how it complements taxonomy, molecular phylogenetics and population genetics. Trends in Genetics 23, 167-172.
Herny, R. (1998). Practical applications of molecular markers to tropical and subtropical species. Acta Hort., 410, 107-112.
Hebert, P.D.N., Cywinska, A., Ball, S.L., deWaard, J.R. (2003). Biological identifications through DNA barcodes. Proceedings of the Royal Society of London B 270, 313-321.
Hebert, P.D.N., Penton, E.H., Burns, J.M., Janzen, D.H., & Hallwachs, W. (2004). Ten species in one: DNA barcoding reveals cryptic species in the neotropical skipper butterfly Astraptes fulgerator. Proceedings of the National Academy of Sciences of the USA 101, 14812-14817.
Hebert, P.D.N., & Gregory T.R. (2005). The promise of DNA barcoding for taxonomy. Systematic Biology 54, 852-859.
Hodel, D.R., & Johnson, D.V. (2007). Imported and American varieties of dates (Phoenix dactylifera) in the United States. UC ANR Publication 3498. University of California, Oakland, CA. pp. 112.
Jamil, I., Qamarunnisa, S., Azhar, A., Shinwari, Z.K., Ali, S.I., & Qaiser, M. (2014). Subfamilial relationships within Solanaceae as inferred from Atpβ-rbcL Intergenic spacer. Pak. J. Bot., 46(2), 585-590.
Jaradat, A.A., & Zaid, A. (2004). Quality traits of date palm fruits in a center of origin and center of diversity. Food Agr Environ., 2, 208-217.
Jeanson, M.L., Labat, J.N., Little, D.P. (2011). DNA barcoding: a new tool for palm taxonomists? Annals of Botany 108, 1445–1451.
Khierallah, H., Bader, S., Baum, M., & Hamwieh, A. (2011). Assessment of genetic diversity for some Iraqi date palms (Phoenix dactylifera L.) using amplified fragment length polymorphisms (AFLP) markers. Afr J Biotechnol., 10(47), 9570-9576.
Kress, W.J., & Erickson, D.L. (2007). A two-locus global DNA barcode for land plants: The coding rbcL gene complements the non-coding trnH-psbA spacer region. PLoS ONE. 2, e508.
Lee, H.L., Yi, D.K., Kim, J.S., & Kim, K.J. (2007). Development of plant DNA barcoding markers from the variable noncodingregions of chloroplast genome. The second international barcode of life conference, Taipei, Taiwan.
Librado, P., & Rozas, J. (2009). DnaSP v5: a software for comprehensive analysis of DNA polymorphism data. Bioinformatics 25, 1451-1452.
Mirbahar, A.A., Markhand, G.S., Khan, S., & Abul-Soad, A.A. (2014). Molecular characterization of some Pakistani date palm (Phoenix dactylifera L.) cultivars by RAPD markers. Pak. J. Bot., 46(2), 619-625.
Osman, A.M.A. (1984). The performance of date palms in the Sudan. Acta Hort., 143, 231-237.
Ran, J.H., Wang, P.P., Zhao, H.J., & Wang, X.Q. (2010). A Test of seven candidate barcode regions from the Plastome in Picea (Pinaceae). J. Integ. Plant Biol., 52(12), 1109-1126.
Rhouma, S., Dakhlaoui-Dkhil, S., Salem, A.O.M., Azouzi, S.Z., Rhoum, A., Marrakchi, M., & Trifi, M. (2008). Genetic diversity and phylogenic relationships in date palms (Phoenix dactylifera L.) as assessed by random amplified microsatellite polymorphism markers (RAMPOs). Sci Hortic., 117: 53-57.
Rhouma, S., Zehdi, S.A., Salem, A.O.M., Rhouma, A., Marrakchi, M., & Trifi, M. (2007). Genetic diversity in ecotypes of Tunisian date palm (Phoenix dactylifera L.) assessed by AFLP markers. J. Hortic. Sci. Biotech., 82, 929-933.
Savolainen, V., Cowan, R.S., Vogler, A.P., Roderick, G.K., Lane, R. (2005). Towards writing the encyclopaedia of life: an introduction to DNA barcoding. Philosophical Transactions of the Royal Society B 360, 1805-1811.
Sedra, M.H., Lashermes, P., Trouslot, P., Combes, M., & Hamon, S. (1998). Identification and genetic diversity analysis of date palm (Phoenix dactylifera L.) varieties of Morocco using RAPD markers. Euphytica., 103, 75-82.
Song, J., Yao, H., Li, Y., Li, X., Lin, Y., & Liu, C. (2009). Authentication of the family Polygonaceae in Chinese pharmacopoeia by DNA barcoding technique. J. Ethnopharmacol., 124, 434-439.
Tajima, F. (1989). Statistical method for testing the neutral mutation hypothesis by DNA polymorphism. Genetics 123, 585-595.
Tamura, K., Stecher, G., Peterson, D., Filipski, A., & Kumar, S. (2013). MEGA6: molecular evolutionary genetics analysis version 6.0. Mol. Biol. Evol., 30, 2725-2729.
Tamura, K. (1992). Estimation of the number of nucleotide substitutions when there are strong transition-transversion and G + C-content biases. Molecular Biology and Evolution. 9, 678-687.
Trifi, M., Rhouma, A., & Marrakchi, M. (2000). Phylogenetic relationships in Tunisian date palm (Phoenix dactylifera L.) germplasm collection using DNA amplification fingerprinting. Agronomie., 20, 665-671.
Wrigley, G. (1995). Date palm, Phoenix dactylifera. In: Evolution of crop plants, (Eds.): Smartt, J., & N.W. Simmonds. 2nd ed Longman, London, UK, pp. 399-403.
Yao, H., Song, J.Y., Ma, X.Y., Liu, C., Li, Y., & Xu, H.X. (2009). Identification of Dendrobium species by a candidate DNA barcode sequence: The chloroplast psbA-trnH intergenic region. Planta Med., 75, 667-669.
Yang, M., Zhang, X., Liu, G., Yin, Y., Chen, K., Yun, Q., Zhao, D., Al-Mssallem, I., & Yu, J. (2010). The complete chloroplast genome sequence of Date Palm (Phoenix dactylifera L.). PLoS ONE 5:
Zaid, A., & de Wet, P.F. (2002). Date palm propagation. In: (Ed.): Zaid A. Date palm cultivation FAO Plant Production and/Protection. FAO Rom (Italy), pp. 73-105.
Zehdi, S.M., Trifi, A., & Ould Salem, M. (2002). Survey of inter simple sequence repeat polymorphisms in Tunisian date palms (Phoenix dactylifera L.). J Genet Breed., 56, 77-83.
Zehdi, S.M., Trifi, M., Billotte, N. (2004). Genetic diversity of Tunisian date palms (Phoenix dactylifera L.) revealed by nuclear microsatellite polymorphism. Hereditas., 141, 278-28.