Skip to main content
Download PDF
  • Research article
  • Open access
  • Published:

Identification of sex-linked SNP markers using RAD sequencing suggests ZW/ZZ sex determination in Pistacia vera L.

BMC Genomics volume 16, Article number: 98 (2015) Cite this article

Abstract

Background

Pistachio (Pistacia vera L.) is a dioecious species that has a long juvenility period. Therefore, development of marker-assisted selection (MAS) techniques would greatly facilitate pistachio cultivar-breeding programs. The sex determination mechanism is presently unknown in pistachio. The generation of sex-linked markers is likely to reduce time, labor, and costs associated with breeding programs, and will help to clarify the sex determination system in pistachio.

Results

Restriction site-associated DNA (RAD) markers were used to identify sex-linked markers and to elucidate the sex determination system in pistachio. Eight male and eight female F1 progenies from a Pistacia vera L. Siirt × Bağyolu cross, along with the parents, were subjected to RAD sequencing in two lanes of a Hi-Seq 2000 sequencing platform. This generated 449 million reads, comprising approximately 37.7 Gb of sequences. There were 33,757 polymorphic single nucleotide polymorphism (SNP) loci between the parents. Thirty-eight of these, from 28 RAD reads, were detected as putative sex-associated loci in pistachio. Validation was performed by SNaPshot analysis in 42 mature F1 progenies and in 124 cultivars and genotypes in a germplasm collection. Eight loci could distinguish sex with 100% accuracy in pistachio. To ascertain cost-effective application of markers in a breeding program, high-resolution melting (HRM) analysis was performed; four markers were found to perfectly separate sexes in pistachio. Because of the female heterogamety in all candidate SNP loci, we report for the first time that pistachio has a ZZ/ZW sex determination system. As the reported female-to-male segregation ratio is 1:1 in all known segregating populations and there is no previous report of super-female genotypes or female heteromorphic chromosomes in pistachio, it appears that the WW genotype is not viable.

Conclusion

Sex-linked SNP markers were identified and validated in a large germplasm and proved their suitability for MAS in pistachio. HRM analysis successfully validated the sex-linked markers for MAS. For the first time in dioecious pistachio, a female heterogamety ZW/ZZ sex determination system is suggested.

Background

The Pistacia genus is a member of the Anacardiaceae family and consists of at least 11 species [1,2]. Pistacia vera is the only commercially important species, and is believed to be the most ancestral species, other species are probably its derivatives [3]. In the wild, the species grows as a forest tree; some wild species are used as rootstock for P. vera [4]. With a few exceptions the sex habit is dioecious, with trees bearing wind-pollinated apetalous flowers [5]. Iran, USA, Turkey, and Syria are the main pistachio producers in the world, contributing over 90% of production [6]. Pistachio has a chromosome count of n = 15 [7] and according to flow cytometry analysis a haploid genome size of approximately 660 Mbp [8].

In recent decades, numerous DNA-based molecular marker systems have been developed for marker-assisted selection (MAS) in breeding programs. Next-generation sequencing (NGS) technology provides an effective tool for MAS through generating huge number of DNA markers within a short period. Therefore, NGS-based marker systems allow highly efficient marker development for MAS in plant breeding. One such system is restriction site-associated DNA sequencing (RADseq), which detects polymorphic variants neighboring particular restriction enzyme recognition sites [9]. RADseq has been used to detect single nucleotide polymorphism (SNP) in a variety of plant species, with or without an available reference genome [10,11]. RADseq was applied in plants for marker development linked to anthracnose and stem blight diseases in lupin (Lupinus angustifolius L.) [12,13], and for SNP discovery and genetic mapping in Lolium perenne L. [14,15], eggplant (Solanum melongena L.) [10], grape (Vitis vinifera L.) [16], globe artichoke (Cynara cardunculus L.) [17], rapeseed (Brassica napus L.) [18], and sunflower (Helianthus annuus L.) [19]. RADseq has also been used in aquaculture to find sex markers in Hippoglossus hippoglossus [20] and Lepeophtheirus salmonis [21].

Approximately six percent of angiosperm species are dioecious [22]. Dioecy may have evolved from hermaphrodite or monoecious ancestors by two independent mutations: a first mutation causes male sterility, whereas a second mutation results in decreased female fertility, leading to functional dioecy [23]. Sex determination mechanisms in plants are diverse, and may involve sex chromosomes, such as in Silene [24], Carica [25], and Actinidia [26] or individual sex gene(s), e.g., Mercurialis [27] and Cucumis [28]. In Pistacia, the genetic mechanism of sex determination remains unknown.

Sex chromosomes only evolve in dioecious species when two sex-determining genes are closely linked on the same chromosome with complementary dominance [29]. An essential event in sex chromosome evolution is the suppression of recombination between the two sex determination genes. The first step in sex chromosome evolution is the entity of male and female sterile mutations, leading to the development of unisexual reproductive structures [30]. Flower primordia in the buds of female and male pistachios are similarly initiated in trees of both sexes, with differences between the two sexes becoming apparent early in development; in both cases, the development of organs of opposite sex becomes arrested at the primordial stage [31].

As Pistacia has a long juvenility period, sometimes greater than 10 years, MAS may greatly facilitate pistachio cultivar-breeding programs. Early diagnosis of seedling sex would greatly assist cultivar-breeding programs, nursery management, and germplasm collection.

A Randomly Amplified Polymorphic DNA (RAPD) marker was reported to distinguish male and female P. vera seedlings [32]. Bulk segregant analysis screening identified a single sex marker (OPO08945). However, this RAPD marker was ineffective for sex determination in other Pistacia species [33]. Yakubov et al. [34] converted the RAPD marker into a Sequenced Characterized Amplified Region (SCAR) marker; however, amplification of the SCAR marker was observed in both sexes. The authors sequenced the bands amplified in the male and female, revealing 909-bp and 905-bp length fragments, respectively. These presented high homology (95%), and contained several point mutations. The authors designed new SCAR primers based on the polymorphic locus, these amplified a 297-bp DNA fragment in both sexes. The SCAR primers were tested in six female and six male P. vera individuals. The authors indicated that a combination of touchdown PCR program and SCAR primers enabled the development of a female-specific marker in P. vera. Recently, Esfandiyari et al. [35] tested the SCAR primer pair in four P. atlantica Desf. and four P. khinjuk Stock individuals; they reported that the SCAR marker designed by Yakubov et al. [34] could effectively distinguish sex in wild species. However, testing of the RAPD and SCAR primers in a P. vera (Siirt × Bağyolu) F1 segregating population, and in a large germplasm collection in our laboratory, revealed false negatives in some female individuals and false positives in some male individuals, including the Bağyolu male parent. Our analysis also demonstrated that the SCAR marker could not distinguish sex in wild Pistacia species. Therefore, a new strategy is necessary to find sex-linked markers and to elucidate the sex determination mechanism in pistachio.

This study aimed to identify SNP loci linked to sex in pistachio through NGS-based RADseq, using mature female and male individuals in a Siirt × Bağyolu F1 segregating population. Sex-linked SNP markers were validated both in segregating populations and in a large pistachio germplasm by SNaPshot analysis. Their application was then tested by high-resolution melting (HRM) analysis for cost-effective marker-assisted selection in cultivar-breeding programs. Inheritance of the markers suggested a sex determination system for dioecious pistachio. There is currently a lack of adequate information on the pistachio genome in the literature. This study is the first to report use of NGS, SNaPshot and HRM for SNP discovery and application in pistachio.

Results

SNP discovery in pistachio by RADseq

Restriction site-associated DNA sequencing (RADseq) of 9 male individuals and 9 female individuals in a Pistacia vera L. Siirt × Bağyolu F1 population (including the two parents) was performed in two lanes of a Hi-Seq 2000 sequencing platform. In all, 450,721,882 reads, comprising approximately 36,959,194,324 nucleotide sequences were obtained following cleaning of multiplex identifier (MID) sequences. 18.49 Gb of data was obtained from female plants and 18.47 Gb from male plants. The average data comprised 2.05 Gb per plant, with variation between plants from 0.83 to 3.26 Gb (Table 1). Average coverage depth per read tag among individuals varied from 23.9× to 63.8× with an average of 47.3×. Considering that the genome size of pistachio is ~660 Mbp, sequencing coverage of the 18 individuals varied from 1.3× to 4.9×, with an average of 3.1×. The total number of RAD tags for each individual plant varied between 410,036 and 657,285 with an average of 519,937.

Table 1 RADseq results in 18 plants using Hi-seq 2000 NGS platform
Full size table

The number of single nucleotide polymorphisms (SNPs) for each individual varied from 72,909 to 103,115 with an average of 94,987. The average rate of heterozygote SNPs was 26.3%. On average, there was one SNP for each 449 bp in pistachio. SNPs were detected more frequently in female individuals (one SNP per 418 bp) than in male individuals (one SNP per 483 bp). Similarly, SNPs were observed more frequently in the female parent cv Siirt (one SNP per 381 bp) than in the male parent cv Bağyolu (one SNP per 568 bp).

Identifying SNP markers linked to sex in pistachio

Following removal of monomorphic RAD reads between the two parental plants of the Siirt and Bağyolu cultivars, 33,757 polymorphic SNP markers were detected across 18 individuals. These markers were subjected to sex marker identification, and 38 putative sex-associated SNP loci were determined in 28 RAD reads. Among these, suitable primer designs were possible for 13 SNP loci from 11 RAD reads (Table 2). The others did not have enough sequence for primer design in one of two ends of a 82 bp Illumina read. Two reads (SNP-PIS-133396 and SNP-PIS-135862) had two adjacent SNP loci; therefore 11 reads were used for the primer design.

Table 2 Marker name, position and sequences of candidate SNP sex markers in pistachio
Full size table

The SNaPshot is a minisequencing and primer extension–based method developed for the analysis of SNPs. Therefore, it was used for validation of sex-associated SNP markers in this study. SNaPshot analysis was initially performed in 42 F1 mature progenies with known sex. In the next step, if a SNaPshot primer set could perfectly distinguish sex in pistachio, the primer set was further tested in 17 male and 47 female cultivars or genotypes of diverse origin in the germplasm collection, as well as in 60 open-pollinated mature progenies derived from Siirt and Ohadi cultivars (15 males and 15 females from each cultivar). If the SNP locus distinguished sex correctly in all 166 individuals, then it was considered a valid sex-linked locus in pistachio. Next, forward and reverse SNP flanking primers were used for high resolution melting (HRM) analysis by real-time PCR. Since HRM analysis is a rapid and a cost-effective assay for marker-assisted selection (MAS) in the breeding programs. Sequences of the SNP flanking primers and single-base extension primers used are given in Table 3.

Table 3 Primer sequences of candidate SNP sex markers used in for SNaPshot and HRM analysis in pistachio
Full size table

According to the SNaPshot analysis of 13 loci, eight SNP loci could successfully separate sex in pistachio. There were two adjacent loci in two reads (SNP-PIS-133396 and SNP-PIS-135862) within the 13 candidate loci. Both SNP loci in SNP-PIS-133396 separated sexes, whereas one of the SNP loci in SNP-PIS-135862 was ineffective in sex determination (Table 4). Five of the loci were unable to distinguish F1 individuals and were discarded; further analysis continued using the remaining eight SNP loci from seven reads. Therefore, seven pairs of SNP flanking primers were used in the HRM analysis. Since, HRM analysis is another SNP genotyping method for rapid and cost-effective analysis of genetic variation within PCR amplicons. The SNaPshot analysis results for the eight tested sex-linked loci revealed that all female individuals were heterozygous and all male individuals were homozygous (Table 4).

Table 4 Results of SNaPshot and HRM analysis in sex-linked SNP markers in pistachio
Full size table

HRM analysis was performed in the same plants used for SNaPshot analysis. Among the seven tested SNP loci, four (SNP-PIS-133396, SNP-PIS-136404, SNP-PIS-167992, SNP-PIS-174431) could distinguish sex in all 166 tested plants (Table 4, Figure 1). The remaining three SNP loci were unable to distinguish sex by HRM analysis. Therefore, four loci were identified as being suitable for marker-assisted selection (MAS) in breeding programs. Again, all female individuals were heterozygous and all male individuals were homozygous in the HRM analysis results of the four sex-linked loci.

Figure 1
figure 1

Derivative melting curves of four SNP sex-linked loci in five female and in five male individuals. (A) SNP-PIS-133396, (B) SNP-PIS-136404, (C) SNP-PIS-167992, and (D) SNP-PIS-174431. Y axis show negative derivative of normalized fluorescence with respect to temperature (−dF/dT) and X axis shows temperature. Female and male DNAs were amplified in Light Cycler 96 Real-Time PCR system using Syto 9 dye.

Full size image

Testing sex-linked SNP markers in wild Pistacia species

To test the eight SNP loci by SNaPshot analysis in four wild Pistacia species, 10 female and 10 male individuals were assessed from P. atlantica (Desf.), P. terebinthus L., P. eurycarpa Yalt., and P. integerrima Stewart, respectively. SNaPshot analysis revealed that none of the sex-linked markers in P. vera could separate sex in the tested wild Pistacia species.

Discussion

RADseq in pistachio

From 18 pistachio plants, 36.96 Gb of data was generated by restriction site-associated DNA sequencing (RADseq) on the Hi-Seq 2000 next-generation sequencing (NGS) platform, and the average data per pistachio plant was 2.05 Gb. Yang et al. [12,13] previously used the same methodology and sequencing platform to identify markers linked to anthracnose and stem blight in lupin. The authors generated 17.33 Gb data from 20 plants, with an average of 0.87 Gb data per plant. Therefore, this study made use of more than double the quantity of data generated for marker discovery than was used for lupin.

The number of RAD tags in this study was 9.36 million, with an average of 519,937 per plant, whereas Yang et al. [13] generated 7.6 million RAD tags at an average of 381,527 per plant. Average coverage of the RAD tags was 47.3×, demonstrating the reliability of the generated data in this study. According to flow cytometry analysis, the haploid genome size of pistachio is ~660 Mbp. [8]. Therefore, it is easy to calculate the sequence coverage of each plant used in this study, with an average of 3.1× coverage per plant obtained. The high-sequencing coverage depth of plants demonstrates the high reliability of generated SNP markers in this study; higher sequencing coverage is required for the discovery of reliable markers in heterozygous populations than in homozygous ones.

Identification of sex-linked SNP markers in pistachio

This study identified eight SNP sex-linked loci for pistachio from seven reads using RADseq at three stages: (1) putative sex-linked SNP loci discovery, (2) validation of sex-linked SNP markers in a large germplasm by SNaPshot analysis, and (3) cost-effective application of sex-linked SNP markers by high-resolution melting (HRM) analysis.

In the first stage, 38 putative sex-linked SNP markers were identified among the 33,757 polymorphic SNP markers produced from 36.96 Gb of data by RADseq on the Hi-Seq 2000 NGS platform. Using the same platform and methodology, Yang et al. [12] obtained 8,207 polymorphic SNP markers in lupin for the development of markers linked to anthracnose, and the authors identified 38 candidate-linked markers. In the second RADseq study by Yang et al. [13] to identify markers linked to stem blight in lupin, 7,241 polymorphic markers were generated, and 33 candidate-linked markers found. The number of generated candidate markers was similar in pistachio and lupin for different traits. However, there were 4.5 times more polymorphic SNP loci in pistachio than in lupin, this is probably owing to the high heterozygosity level of plant materials used for our study; we used an F1 population in a dioecious species whereas the lupin studies used a RIL population.

In the second stage, validation of putative sex-linked markers was performed by SNaPshot analysis in three different plant materials: (1) 42 segregating mature F1 progenies (26 were male, 16 were female) from a Siirt × Bağyolu population, (2) 17 male and 47 female pistachio cultivars or genotypes in the germplasm collection, and (3) 60 open-pollinated mature pistachio trees (30 were male, 30 were female) derived from Siirt and Ohadi cultivars. Among 38 putative sex-linked SNP loci from 28 RAD reads, 13 allowed for primer design and eight distinguished pistachio sex with complete accuracy when using SNaPshot analysis.

In the SNaPshot analysis, one of the eight sex-linked SNP loci reads had adjacent SNP loci. Therefore, only SNP flanking primers from seven reads were used for the third stage, in which HRM analysis was performed to demonstrate cost-effective use of sex-linked markers in a pistachio breeding program. Among these seven, four SNP flanking primer pairs were able to separate the sexes in pistachio, and are considered potential sex-linked markers for MAS in pistachio breeding applications.

In an earlier study, performed by Hormaza [33] in P. vera, a single female-specific sex marker (OPO08945) was found by screening 1,000 Ramdomly Amplified Polymorphic DNA (RAPD) primers. Yakubov et al. [34] converted the OPO08945 RAPD marker into a Sequence Characterized Amplified Region (SCAR) marker in combination with touchdown PCR for reliable screening; however, testing of the SCAR primer in our laboratory in the segregating population, and in a large germplasm collection, generated false negatives in some female individuals and false positives in some male individuals, including the Bağyolu male parent. The reason for the discrepancy between this study and earlier ones may be the testing of markers in a limited number of individuals. For example, Hormaza et al. [32] tested the marker in seven male and seven female cultivars. It is therefore necessary to test candidate markers in a large germplasm collection for validation of reliable markers. Consequently, new, fully reliable, sex-linked markers were generated in this study for use in pistachio.

Heterogametic female sex-linked markers suggest ZW/ZZ sex determination in pistachio

In some plant species, sex determination is based on the presence of either homomorphic, (e.g., in Carica papaya), or heteromorphic sex chromosomes (e.g., in Silene latifolia). Recombination in sex determination regions in these plants is suppressed [25,36]. The suppressed recombination leads to accumulation of repetitive sequences, inversions, deletions, or translocations in different plant species [25,37,38].

Identification of 38 putative sex-associated SNP markers as heterozygous in female individuals and homozygous in male individuals using RADseq suggests a ZW/ZZ sex determination system in pistachio. Validation of the markers by SNaPshot analysis, and the female-specific marker identified by Hormaza et al. [32] support this hypothesis. Cherif et al. [39] found three genetically linked simple sequence repeat (SSR) markers that are heterozygous only in male individuals, and suggested an XY chromosomal system with a non-recombining XY-like region in date palm (Phoenix dactylifera). Carmichael et al. [21] used RADseq technology to find sex-linked markers in the salmon louse (L. salmonis). They identified one SNP marker that was heterozygous in female individuals and homozygous in male individuals, and suggested a ZW/ZZ female heterogametic sex determination system. Palaiokostas et al. [20] used RADseq for mapping and sex determination in H. hippoglossus, and revealed XX/XY sex determination. In this study, we identified eight sex-linked loci that were all female heterogametic, further suggesting a ZZ/ZW sex determination system in pistachio.

A new scenario has been widely accepted for describing the evolution of sex chromosomes (Figure 2). This comprises six consecutive steps, and was developed following extensive genetic and genomic studies on the male-specific region [30,40-42]. Actinidia chinensis is in the second stage, and Carica papaya is in the third stage. Pistachio may be in stage 2 or 3, depending on whether the WW female genotype is viable. The reported female-to-male ratio in the segregated populations is 1:1, and there is no report of super-female genotypes in pistachio, this suggests that the WW genotype is not viable. We therefore propose the evolution of sex chromosomes at stage 3, where suppression of recombination extends to neighboring regions allowing a large number of W-linked genes to degenerate and form a female-specific region on the nascent W chromosome, such as the one observed in C. papaya [30].

Figure 2
figure 2

The six stages of sex chromosome evolution obtained from Ming et al. (30) and adapted to ZW system. Stage 1: Unisexual mutation with complementary dominance. Stage 2: Recombination is suppressed between the two sex determination loci and WW genotype is viable. Stage 3: Suppression of recombination extends to neighboring regions and form a small female-specific region of the W chromosome (FSW). Stage 4: The FSW region expands in size, and the Z and W chromosomes become heteromorphic. Stage 5: Severe dejeneration of the W chromosome causes deletion of nonfunctional DNA sequences, and results in reduction of W-chromosome size. Stage 6: Suppression of recombination spreads to the entire W chromosome, W chromosome is totally lost, and Z-to-autosome ratio sex determination system has evolved.

Full size image

In papaya, 225 of the 342 markers on linkage group 1 co-segregate with the sex locus, indicating severe suppression of recombination at this region [43]. Similar results were obtained in Asparagus [25], Humulus [44], Silene [45], and Spinacia [46]. We also had similar results, having eight sex-linked loci from 13 reads, indicating that suppression of recombination occurred in pistachio. RADseq SNP markers are derived from a reduced genome and the sex-linked SNP loci indicate the formation of a non-recombining sex-determining region in pistachio. Suppression of recombination in specific chromosomal regions is a widespread phenomenon in sexually reproducing organisms, and has been documented in plant species with both primitive and advanced sex chromosomes [30,43,44,47].

Testing sex-linked SNP markers in wild Pistacia species

SNaPshot analysis of eight SNP loci in four wild Pistacia species revealed that sex-linked markers in P. vera could not distinguish sex in the four tested species. Hormaza [33] also tested a female-specific RAPD marker in wild Pistacia species and found the marker ineffective for sex determination. However, Esfandiyari et al. [35] recently tested the marker in four P. atlantica and four P. khinjuk individuals and reported that the SCAR marker converted by Yakubov et al. [34] effectively distinguishes sex in wild species. It is noteworthy that testing of RAPD and SCAR primers developed by Hormaza et al. [32] and Yakubov et al. [34] in four wild Pistacia species in our study was unable to distinguish sex in wild Pistacia species. Therefore, validation of markers in a large germplasm is one of the most important aspects of marker development.

It is interesting that none of the sex-linked markers identified in P. vera by Hormaza [33] or in this study are unable to separate the sexes in wild species. It will be interesting to identify markers for the wild species and to create a sex determination system for them. Mapping of sex-linked SNP markers in an intra- and inter-specific F1 segregating population, which may show the positions of markers in the maps of cultivated and wild Pistacia species, is underway.

Conclusions

Restriction site-associated DNA sequencing (RADseq) technology was used to identify sex-linked markers in pistachio. Thirty-eight putative sex-linked markers were detected from 28 reads following RADseq. Thirteen single nucleotide polymorphism (SNP) loci were suitable for primer design, and eight of these could distinguish sex with complete accuracy in pistachio following validation in mature F1 progenies, and in a large germplasm collection by SNaPshot analysis. Sex-linked SNP markers were tested by high-resolution melting (HRM) analysis with real-time PCR for cost-effective application in a cultivar-breeding program, and four of them perfectly distinguished sex. Female heterogamety of all sex-linked SNP markers suggests a ZZ/ZW sex determination system in pistachio. The reported female-to-male segregation ratio of 1:1 in all reported segregated populations, and no reports of super-female genotypes or heteromorphic sex chromosomes in pistachio suggests that the WW genotype is not viable. We therefore propose that the evolution of the sex chromosome is at stage 3, where a pair of primitive sex chromosomes controls sex determination, with a female-specific region on the W chromosome.

Methods

Plant material and DNA extraction

An F1 population between female Siirt and male Bağyolu cultivars was used for marker development. The population consisted of 91 F1 progenies planted in 2004 in Gaziantep province, Turkey. Forty-two flowered by the spring of 2014, and rest of the progenies remained in the juvenile stage. DNA extractions were based on the CTAB protocol [48], with minor modifications [4]. The quantification of DNA samples was performed using a Qubit fluorometer (Invitrogen, Carlsbad-CA).

Identifying markers linked to sex by RADseq in pistachio

Eighteen plants were used for restriction site-associated DNA sequencing (RADseq) for sex-linked marker development in pistachio: eight F1 female individuals, eight F1 male individuals, and the two parents from a Siirt × Bağyolu F1 segregating population. The RADseq protocol was similar to that previously described in the literature [9,11,12]. EcoRI (recognition site 5′-G/AATTC-3′) was used as a restriction enzyme in the protocol. Then, 90-bp pair-end (PE) sequencing libraries were constructed using eight-nucleotide multiplex identifiers (MIDs). Each plant was treated separately, and was assigned a unique MID barcode. Each sex group of individuals was sequenced in different lanes of a Hi-Seq 2000 sequencing platform (Illumina). Library construction and sequencing were performed at the Beijing Genomic Institute, China. The length of the first reads, including the MID barcodes, was 90 bp. Following RAD, reads were assigned to individual plants, and the eight-nucleotide MID barcode sequences removed. The length of the first RAD reads (RAD loci) was 82 bp, this did not include the first nucleotide G of the EcoR1 recognition site. The 82-bp first reads within each individual plant were grouped into tag reads based on sequence similarity by allowing a maximum of two mismatches between any two RAD reads. Monomorphic DNA sequences were removed by comparison and filtering of tag reads from the parents. Only first reads containing polymorphic SNP between the two parents were kept. The remaining sequences were compared among all the plants to identify sex-specific SNP loci. If a SNP marker showed a polymorphic locus correlating with the sex of the individuals, it was regarded as a sex-associated marker in pistachio.

Primer design

SNP flanking and single-base extension primers were designed using BatchPrimer 3 web based software [49] for SNaPshot and high-resolution melting (HRM) analysis (Table 3). Primer design was performed in the first RAD reads if DNA sequences were suitable. Single-base extension primers were designed adjacent to the SNP loci from one of the orientations (forward or reverse) if the sequences were appropriate. Standard parameters of BatchPrimer 3 web based software were used for primer design.

Validation of sex-associated SNP markers by SNaPshot analysis

Testing of sex-associated SNP markers was initially performed in all 42 mature F1 plants in the Siirt × Bağyolu population. Then, if they succeeded to distinguish the sex of F1 progenies, they were tested using 17 male and 47 female cultivars in the germplasm collection previously characterized by Kafkas et al. [50] to validate marker-assisted selection (MAS) markers for a pistachio cultivar-breeding program. Additionally, markers were tested in 30 male and 30 female open-pollinated mature progenies of Siirt and Ohadi cultivars.

Before the SNaPshot analysis, PCR amplifications were performed with SNP flanking primers in a reaction volume of 25 μL containing 75 mM Tris–HCl (pH 8.8), 20 mM (NH4)2SO4, 2 mM MgCl2, 0.1% Tween 20, 100 μM each of dATP, dTTP, dGTP, and dCTP, 0.2 μM each of reverse and forward primers, 1.0 unit Hotstart Taq DNA polymerase (Thermo Scientific, Vilnius-Lithuania), and 20 ng of genomic DNA. Thermal cycler (Veriti, Applied Biosystems Inc, Singapure) conditions were: 2 min at 94°C for pre-denaturation; 35 cycles of 45 s at 94°C for denaturation, 45 s at 50°C for annealing, and 1 min at 72°C for extension; followed by a final incubation of 5 min at 72°C. Next, 5 μL of PCR product was treated with 1 unit of shrimp alkaline phosphatase and 10 units of exonuclease I (Thermo Scientific, Vilnius-Lithuania) at 37°C for 30 min to remove excess dNTPs and primers, respectively. The product was then incubated for 10 min at 85°C for inhibition and inactivation.

SNaPshot analysis was performed using an Applied Biosystems SNaPshot Multiplex Kit [Applied Biosystems (ABI) Inc., UK] according to manufacturer protocol with minor modifications. Reactions were performed in a volume of 10 μL, containing 5 μL SNaPshot Ready Multiplex Ready Reaction Mix, 0.5 μM single-base extension primer, and 1 μL shrimp alkaline phosphatase/exonuclease-treated PCR product. The thermal cycler conditions were 10 s at 96°C; 30 cycles of 10s at 96°C, 5 s at 50°C, and 30s at 60°C; followed by 2 min at 60°C. Labeled extension products were treated with 1 unit shrimp alkaline phosphatase. One microliter of diluted extension product was mixed with 9.8 μL Hi-Di formamide and 0.2 μL GeneScan-120 LIZ Size Standard [Applied Biosystems (ABI) Inc., Foster City, CA]. Products were denatured at 95°C for 5 min and electrophoresis performed using an ABI PRISM 3130xl Genetic Analyzer [Applied Biosystems (ABI) Inc., Tokyo-Japan] with a 36-cm-length capillary array and POP-7 polymer [Applied Biosystems (ABI) Inc., Foster City, CA]. Data analysis was performed using GeneMapper 4.0 software (ABI).

HRM analysis

If markers passed the validation process described above for use in MAS in breeding programs, then HRM analysis was performed using a Light Cycler 96 Real-Time PCR instrument (Rosch, Mannheim-Germany) with two replicates. The HRM amplification reactions were carried out in a total volume of 20 μL containing 15 ng DNA, 75 mM Tris–HCl (pH 8.3), 20 mM (NH4)2SO4, 2.5 mM MgCl2, 0.1% Tween 20, 200 μM each of dATP, dTTP, dGTP, and dCTP, 0.25 μM each of reverse and forward primers, 1.0 unit Hotstart Taq DNA polymerase, and 1.5 μM Syto 9 dye (Life Technologies, Carlsbad-CA). The cycling program was: pre-denaturalization for 600 s at 95°C; 45 cycles of 95°C denaturalization for 10 s, 60°C annealing for 15 s, and 72°C extension for 15 s. Amplification cycles were immediately followed by HRM steps of 95°C for 60 s, cooling to 40°C for 60 s, then raising the temperature to 65°C and then 97°C for 15 s. The annealing temperature was decreased in subsequent cycles by 0.5°C per cycle after the first 60°C annealing step, down to 55°C.

Testing sex-linked markers in wild Pistacia species

SNP markers that distinguished sex in P. vera with 100% accuracy were screened in 20 individuals (10 males and 10 females) of the following wild Pistacia species: P. atlantica, P. eurycarpa, P. terebinthus, and P. integerrima using SNaPshot analysis.

Abbreviations

RADseq:

Restriction site-associated DNA sequencing

SNP:

Single nucleotide polymorphism

MAS:

Marker-assisted selection

SCAR:

Sequenced Characterized Amplified Region

HRM:

High-resolution melting

References

  1. Zohary M. A monographical study of the genus Pistacia. Palestine J Bot Jerusalem Ser. 1952;5:187–228.

    Google Scholar 

  2. Kafkas S. Phylogeny, evolution and biodiversity in the genus Pistacia (Anacardiaceae). In: Sharma AK, Sharma A, editors. Plant genome: biodiversity and evolution. Volume 1, part C, Phanerogams (Angiosperm Dicotyledons). Enfield (NH), Jersey, Plymouth, USA: Science Publishers; 2006. p. 525–57.

    Google Scholar 

  3. Kafkas S. Phylogenetic analysis of the genus Pistacia by AFLP markers. Plant Syst Evol. 2006;262:113–24.

    Article  Google Scholar 

  4. Kafkas S, Perl-Treves R. Morphological and molecular phylogeny of Pistacia species in Turkey. Theor Appl Genet. 2001;102(6–7):908–15.

    Article  CAS  Google Scholar 

  5. Kafkas S, Kaşka N, Perl-Treves R. Unusual Pistacia atlantica Desf. (Anacardiaceae) monoecious sex types in the Yunt Mountains of the Manisa province of Turkey. Israel J Plant Sci. 2000;48(4):277–80.

    Article  Google Scholar 

  6. Faostat, 2014: FAO web page (http://faostat.fao.org).

  7. Ila HB, Kafkas S, Topaktas M. Chromosome numbers of four Pistacia (Anacardiaceae) species. J Horticultural Sci Biotechnol. 2003;78(1):35–8.

    Google Scholar 

  8. Horjales M, Redondo N, Blanco A, Rodríguez MA. Cantidades de DNA nuclear en árboresy arbustos. Nova Acta Cient Compostel Biol. 2003;13:23–33.

    Google Scholar 

  9. Baird NA, Etter PD, Atwood TS, Currey MC, Shiver AL, Lewis ZA, et al. Rapid SNP discovery and genetic mapping using sequenced RAD markers. Plos One. 2008;3(10):e3376.

    Article  PubMed Central  PubMed  Google Scholar 

  10. Barchi L, Lanteri S, Portis E, Acquadro A, Vale G, Toppino L, et al. Identification of SNP and SSR markers in eggplant using RAD tag sequencing. BMC Genomics. 2011;12:304.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  11. Chutimanitsakun Y, Nipper RW, Cuesta-Marcos A, Cistue L, Corey A, Filichkina T, et al. Construction and application for QTL analysis of a Restriction Site Associated DNA (RAD) linkage map in barley. BMC Genomics. 2011;12:4.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  12. Yang H, Tao Y, Zheng Z, Li C, Sweetingham MW, Howieson JG. Application of next-generation sequencing for rapid marker development in molecular plant breeding: a case study on anthracnose disease resistance in Lupinus angustifolius L. BMC Genomics. 2012;13:318.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  13. Yang H, Tao Y, Zheng Z, Shao D, Li Z, Sweetingham MW, et al. Rapid development of molecular markers by next-generation sequencing linked to a gene conferring phomopsis stem blight disease resistance for marker-assisted selection in lupin (Lupinus angustifolius L.) breeding. Theor Appl Genet. 2013;126(2):511–22.

    Article  CAS  PubMed  Google Scholar 

  14. Pfender WF, Saha MC, Johnson EA, Slabaugh MB. Mapping with RAD (restriction-site associated DNA) markers to rapidly identify QTL for stem rust resistance in Lolium perenne. Theor Appl Genet. 2011;122(8):1467–80.

    Article  CAS  PubMed  Google Scholar 

  15. Hegarty M, Yadav R, Lee M, Armstead I, Sanderson R, Scollan N, et al. Genotyping by RAD sequencing enables mapping of fatty acid composition traits in perennial ryegrass (Lolium perenne (L.)). Plant Biotechnol J. 2013;11:572–81.

    Article  CAS  PubMed  Google Scholar 

  16. Wang N, Fang L, Xin H, Wang L, Li S. Construction of a high-density genetic map for grape using next generation restriction-site associated DNA sequencing. BMC Plant Biol. 2012;12(1):148.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  17. Scaglione D, Acquadro A, Portis E, Tirone M, Knapp SJ, Lanteri S. RAD tag sequencing as a source of SNP markers in Cynara cardunculus L. BMC Genomics. 2012;13(1):3.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  18. Bus A, Hecht J, Huettel B, Reinhardt R, Stich B. High-throughput polymorphism detection and genotyping in Brassica napus using next-generation RAD sequencing. BMC Genomics. 2012;13:281.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  19. Pegadaraju V, Nipper R, Hulke B, Qi L, Schultz Q. De novo sequencing of sunflower genome for SNP discovery using RAD (Restriction site Associated DNA) approach. BMC Genomics. 2013;14:556.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  20. Palaiokostas C, Bekaert M, Davie A, Cowan ME, Oral M, Taggart JB, et al. Mapping the sex determination locus in the Atlantic halibut (Hippoglossus hippoglossus) using RAD sequencing. BMC Genomics. 2013;14:566.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  21. Carmichael SN, Bekaert M, Taggart JB, Christie HRL, Bassett DI, Bron JE, et al. Identification of a sex-linked SNP marker in the Salmon Louse (Lepeophtheirus salmonis) using RAD sequencing. Plos One. 2013;8(10):e77832.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  22. Renner SS, Ricklefs RE. Dioecy and its correlates in the flowering plants. Am J Bot. 1995;82(5):596–606.

    Article  Google Scholar 

  23. Charlesworth B. The evolution of sex chromosomes. Science. 1991;251:1030–2.

    Article  CAS  PubMed  Google Scholar 

  24. Mrackova M, Nicolas M, Hobza R, Negrutiu I, Moneger F, Widmer A, et al. Independent origin of sex chromosomes in two species of the genus Silene. Genetics. 2008;179(2):1129–33.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  25. Liu Z, Moore PH, Ma H, Ackerman CM, Ragiba M, Yu Q, et al. A primitive Y chromosome in papaya marks incipient sex chromosome evolution. Nature. 2004;427:348–52.

    Article  CAS  PubMed  Google Scholar 

  26. Fraser LG, Tsang GK, Datson PM, De Silva HN, Harvey CF, Gill GP, et al. A gene-rich linkage map in the dioecious species Actinidia chinensis (kiwifruit) reveals putative X/Y sex-determining chromosomes. BMC Genomics. 2009;10:102.

    Article  PubMed Central  PubMed  Google Scholar 

  27. Khadka DK, Nejidat A, Tal M, Golan-Goldhirsh A. DNA markers for sex molecular evidence for gender dimorphism in dioecious Mercurialis annua L. Mol Breed. 2002;9(4):251–7.

    Article  CAS  Google Scholar 

  28. Kater MM, Franken J, Carney KJ, Colombo L, Angenent GC. Sex determination in the monoecious species cucumber is confined to specific floral whorls. Plant Cell. 2001;13:481–93.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  29. Charlesworth B, Charlesworth D. A model for the evolution of dioecy and gynodioecy. Am Nat. 1978;112:975–97.

    Article  Google Scholar 

  30. Ming R, Bendahmane A, Renner SS. Sex choromosomes in land plants. Annu Rev Plant Biol. 2011;62:485–514.

    Article  CAS  PubMed  Google Scholar 

  31. Hormaza JI, Polito VS. Pistillate and staminate flower development in dioecious Pistacia vera (Anacardiaceae). Am J Bot. 1996;83(6):759–66.

    Article  Google Scholar 

  32. Hormaza JI, Dollo L, Polito VS. Identification of a RAPD marker linked to sex determination in Pistacia vera using bulked segregant analysis. Theor Appl Genet. 1994;89(1):9–13.

    Article  CAS  PubMed  Google Scholar 

  33. Hormaza JI: An analysis of sex expression, geographic distribution and genetic relatedness among clones and cultivars of pistachio (Pistacia vera L.). PhD Thesis. University of California, Davis; 1994.

  34. Yakubov B, Barazani O, Golan-Goldhirsh A. Combination of SCAR primers and touchdown-PCR for sex identification in Pistacia vera L. Sci Hort. 2005;103:473–78.

    Article  CAS  Google Scholar 

  35. Esfandiyari B, Davarynejad GH, Shahriari F, Kiani M, Mathe A. Data to the sex determination in Pistacia species using molecular markers. Euphytica. 2012;2:227–31.

    Article  Google Scholar 

  36. Mariotti B, Navajas-Pérez R, Lozano R, Parker JS, de la Herran R, Rejón CR, et al. Cloning and characterization of dispersed repetitive DNA derived from microdissected sex chromosomes of Rumex acetosa. Genome. 2006;49(2):114–21.

    CAS  PubMed  Google Scholar 

  37. Lengerova M, Kejnovsky E, Hobza R, Macas J, Grant SR, Vyskot B. Multicolor FISH mapping of the dioecious model plant, Silene latifolia. Theor Appl Genet. 2004;108:1193–9.

    Article  CAS  PubMed  Google Scholar 

  38. Na JK, Wang J, Ming R. Accumulation of interspersed and sex-specific repeats in the non-recombining region of papaya sex chromosomes. BMC Genomics. 2014;15:335.

    Article  PubMed Central  PubMed  Google Scholar 

  39. Cherif E, Zehdi S, Castillo K, Chabrillange N, Abdoulkader S, Pintaud J-C, et al. Male-specific DNA markers provide genetic evidence of an XY chromosome system, a recombination arrest and allow the tracing of paternal lineages in date palm. New Phytol. 2013;197(2):409–15.

    Article  CAS  PubMed  Google Scholar 

  40. Charlesworth D, Charlesworth B, Marais G. Steps in the evolution of heteromorphic sex chromosomes. Heredity. 2005;95:118–28.

    Article  CAS  PubMed  Google Scholar 

  41. Jamilena M, Mariotti B, Manzano S. Plant sex chromosomes: molecular structure and function. Cytogenet Genome Res. 2008;120:255–64.

    Article  CAS  PubMed  Google Scholar 

  42. Ming R, Hou S, Feng Y, Yu Q, Dionne-Laporte A, Saw JH, et al. The draft genome of the transgenic tropical fruit tree papaya (Carica papaya Linnaeus). Nature. 2008;452(7190):991–96.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  43. Ma H, Moore PH, Liu Z, Kim MS, Yu Q, Fitch MMM, et al. High-density genetic mapping revealed suppression of recombination at the sex determination locus in papaya. Genetics. 2004;166:419–36.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  44. Seefelder S, Ehrmaier H, Schweizer G, Seigner E. Male and female genetic linkage map of hops. Humulus Lupulus Plant Breed. 2000;119:249–55.

    Article  CAS  Google Scholar 

  45. Cegan R, Marais GAB, Kubekova H, Blavet N, Widmer A, Vyskot B, et al. Structure and evolution of Apetala3, a sex-linked gene in Silene latifolia. BMC Plant Biol. 2010;10:180.

    Article  PubMed Central  PubMed  Google Scholar 

  46. Khattak JZK, Torp AM, Andersen SB. A genetic linkage map of Spinacia oleracea and localization of a sex determination locus. Euphytica. 2006;148:311–18.

    Article  CAS  Google Scholar 

  47. Ming R, Wang J, Moore PH, Paterson AH. Sex chromosomes in flowering plants. Am J Bot. 2007;94(2):141–50.

    Article  PubMed  Google Scholar 

  48. Doyle JJ, Doyle JL. A rapid isolation procedure for small quantities of fresh leaf tissue. Phytochemical Bulletin. 1987;19:11–5.

    Google Scholar 

  49. You FM, Huo N, Gu YQ, Luo MC, Ma Y, Hane D, et al. BatchPrimer3: a high throughput web application for PCR and sequencing primer design. BMC Bioinformatics. 2008;9:253.

    Article  PubMed Central  PubMed  Google Scholar 

  50. Kafkas S, Özkan H, Ak BE, Acar I, Atlı HS, Koyuncu S. Detecting DNA polymorphism and genetic diversity in a wide pistachio germplasm: comparison of AFLP, ISSR and RAPD markers. J Am Soc Hortic Sci. 2006;131(4):522–9.

    CAS  Google Scholar 

Download references

Acknowledgments

The authors thank the General Directorate of Agricultural Research and Policies (Project No. TAGEM/13/ARGE/22) at the Republic of Turkey Ministry of Food, Agriculture and Livestock, and the Cukurova University Scientific Research Projects Unit (Project No. ZF2013KAP4) for financial support. The authors also thank Nergiz Coban and Hatice Gozel for their cooperation during plant material collection.

Author information

Authors and Affiliations

  1. Department of Horticulture, Faculty of Agriculture, University of Çukurova, Adana, Turkey

    Salih Kafkas, Mortaza Khodaeiaminjan, Murat Güney & Ebru Kafkas

Authors
  1. Salih Kafkas
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Mortaza Khodaeiaminjan
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Murat Güney
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Ebru Kafkas
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Salih Kafkas.

Additional information

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

SK was responsible for RADseq and SNP data analysis. SK and EK coordinated and organized all research activities. MK and MG performed DNA extractions, and SNaPshot and HRM analysis. All authors contributed to writing and editing the manuscript. All authors read and approved the final manuscript.

Rights and permissions

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kafkas, S., Khodaeiaminjan, M., Güney, M. et al. Identification of sex-linked SNP markers using RAD sequencing suggests ZW/ZZ sex determination in Pistacia vera L.. BMC Genomics 16, 98 (2015). https://doi.org/10.1186/s12864-015-1326-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12864-015-1326-6

Keywords

BMC Genomics

ISSN: 1471-2164

Contact us