Chinese jujube (Ziziphus jujuba), an economically important species in the Rhamnaceae family, is a popular fruit tree in Asia. Here, we surveyed and characterized simple sequence repeats (SSRs) in the jujube genome. A total of 436,676 SSR loci were identified, with an average distance of 0.93 Kb between the loci. A large proportion of the SSRs included mononucleotide, dinucleotide and trinucleotide repeat motifs, which accounted for 64.87%, 24.40%, and 8.74% of all repeats, respectively. Among the mononucleotide repeats, A/T was the most common, whereas AT/TA was the most common dinucleotide repeat. A total of 30,565 primer pairs were successfully designed and screened using a series of criteria. Moreover, 725 of 1,000 randomly selected primer pairs were effective among 6 cultivars, and 511 of these primer pairs were polymorphic. Sequencing the amplicons of two SSRs across three jujube cultivars revealed variations in the repeats. The transferability of jujube SSR primers proved that 35/64 SSRs could be transferred across family boundary. Using jujube SSR primers, clustering analysis results from 15 species were highly consistent with the Angiosperm Phylogeny Group (APGIII) System. The genome-wide characterization of SSRs in Chinese jujube is very valuable for whole-genome characterization and marker-assisted selection in jujube breeding. In addition, the transferability of jujube SSR primers could provide a solid foundation for their further utilization.
Citation: Xiao J, Zhao J, Liu M, Liu P, Dai L, Zhao Z (2015) Genome-Wide Characterization of Simple Sequence Repeat (SSR) Loci in Chinese Jujube and Jujube SSR Primer Transferability. PLoS ONE 10(5): e0127812. https://doi.org/10.1371/journal.pone.0127812
Academic Editor: Swarup Kumar Parida, National Institute of Plant Genome Research (NIPGR), INDIA
Received: December 13, 2014; Accepted: April 18, 2015; Published: May 22, 2015
Copyright: © 2015 Xiao et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: This study was supported by grants from National Science and Technology Support Plan of China (No.2013BAD14B03), Provincial Key Technology R&D Program of Hebei, China (No. 11230606D-6). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Microsatellites, or simple sequence repeats (SSR), are iterations of between 1- and 6-bp nucleotide motifs. These sequences have been detected in the genomes of numerous organisms and are distributed throughout the entire genome in both coding and non-coding regions [1, 2]. Given their many desirable attributes, including wide genomic distribution, co-dominant inheritance, their multi-allelic nature, and a high level of polymorphisms, SSRs are highly favored molecular markers [3–5]. SSRs are also very useful in genetic analysis, molecular assisted breeding, genetic mapping, and varietal identification [6–8]. Moreover, SSRs are easily assayed by PCR . As next-generation sequencing technology has developed, de novo genome sequencing has greatly accelerated SSR discovery and numerous additional SSR loci could be identified using genome-wide sequence analysis.
The Chinese jujube (Ziziphus jujuba Mill.), which belongs to the Rhamnaceae family, originated in China and has been cultivated for more than 7,000 years . This tree has been introduced into approximately 50 countries throughout the world, including Japan, Korea, India, Tunisia, Italy, the United States, and Australia. Approximately 900 Chinese jujube cultivars are available . Previously reported jujube SSR markers were proved to be very useful in genetic analysis of jujube and wild jujube [12–14], and more available SSR markers should be developed. In addition, no reports have characterized SSRs throughout the Chinese jujube genome.
We recently sequenced the genome of the Chinese jujube de novo . The objectives of this study included the following: (a) to perform genome-wide characterization of SSRs in the jujube genome, (b) to develop and evaluate jujube SSR primers, and (c) to determine the transferability of jujube SSR primers to a wide range of angiosperm families. To our knowledge, this is the first report characterizing genome-wide SSRs in the Chinese jujube and the transferability of jujube SSR primers. This study will provide a foundation for the further utilization of jujube SSR primers.
Results and Discussion
Characterization of jujube SSRs
Using the MISA program to analyze 396.18 Mb (approximately 90.00%) of the estimated jujube genome , 70.83% of the 3,027 scaffold sequences were found to contain SSR loci. A total of 436,676 SSR loci were identified, with an average distance of 0.93 Kb between the loci. Over two-thirds (67.62%) of the scaffold sequences contained more than one SSR. Among the 480 types of motifs that were identified, mononucleotide and dinucleotide repeats were the most common in the intronic, UTR and non-genic regions, and trinucleotide repeats were the most prevalent type in the exonic region (S1 Table). Among the different types of repeats, mononucleotide repeats (283,301) were the most common, accounting for 64.87% of all repeats, followed by dinucleotides (24.40%), trinucleotides (8.74%), tetranucleotides (1.64%), pentanucleotides (0.21%), and hexanucleotides (0.14%).
Numerous SSRs were identified in the jujube genome, and their primitive characteristics were consistent with those of many other plant genomes, such as apple  and grape . Species with a large number of short repeat-type SSR loci generally exhibit a higher genomic mutation rate [18–20]. The high proportion of short repeat-type SSR loci in the jujube genome indicates that this genome has a long evolutionary history or that it has a high mutation rate.
The mononucleotide repeats exhibited a strong bias toward A/T motifs (98.48%) compared with C/G repeats (Table 1). The AT/AT motif (74.33% in total dinucleotide repeats) was the most common type, whereas CG/CG was present at very low levels (0.02%). Among the other types of repeats, the most prevalent included AAT/ATT (64.17%), AAAT/ATTT (79.45%), AAAAT/ATTTT (51.23%), and AAAAAG/CTTTTT (52.96%). Jujube SSR repeat motifs exhibited a preference for A and T, which is consistent with the results from a previous study of a small region of the jujube genome (8.4 Mb) . That study also indicated that hexanucleotide repeats were the most abundant, which is inconsistent with our results. This difference suggested that whole-genome sequencing is necessary for SSR characterization.
Comparison of genomic SSRs from jujube with other species
The jujube genome is smaller than the apple, pear, and grape genomes, but it contains more SSRs (S2 Table). The average distance between SSRs varied between the species, with the smallest distance (2.65 Kb) noted in jujube and the largest (7.52 Kb) in apple (S2 Table). The jujube genome exhibited the highest SSR density (387 SSRs/Mb) followed by mulberry (281 SSRs/Mb), peach (219 SSRs/Mb), and Prunus mume (211 SSRs/Mb). Overall, the jujube genome contains significantly more SSR loci compared with the other seven species.
The predominant SSR motifs differ among the different species (S3 Table). AT/AT was the primary dinucleotide motif in jujube, grape, and mulberry, whereas the AG/CT motif was the most common in peach, strawberry, and Prunus mume. In addition, a large proportion of both motifs were noted in the apple and pear genomes. The predominant trinucleotide repeats included AAT/ATT in jujube, grape, and mulberry; AAG/CTT in strawberry; AAC/GTT and AAG/CTT in apple; and AAT/ATT and AAG/CTT in pear, peach, and Prunus mume. Among the tetranucleotide repeats, AAAT/ATTT was the most common motif in all tested species. Although the most common SSR motifs varied among species, all of the dominant repeat motifs were A/T rich, which is consistent with previous results regarding eukaryotic SSR loci . This phenomenon might result from the conversion of cytosine to thymine . In monocotyledons, CCG/CGG is the primary trinucleotide repeat motif, but this motif is very rare in dicotyledons . It is possible that trinucleotide repeats have a high GC content in monocotyledons ; alternatively, this phenomenon is potentially caused by a preference for certain bases .
Screening of jujube SSR primers
In total, 283,301 mononucleotide repeats were excluded, and the remaining 153,375 SSRs were used to design primers. Primer pairs were successfully designed for 78,928 SSRs. Then those primer pairs with product size between 120 and 280 bp in length were selected, we reduced this number to 46,314 primer pairs.
In SSR loci with > 60-bp repeats, the amplification efficiency of the primers and the proportion of polymorphisms were significantly reduced compared with those for SSR loci ≤ 60 bp (Table 2). Theoretically, longer SSR loci are more polymorphic, but our results indicate that the SSR locus length is not positively correlated with the proportion of polymorphisms. This result was supported by previous studies, which also reported a balance between an increasing SSR locus length and an increasing proportion of polymorphisms without the need of a positive correlation [12, 26–27]. Then, we focused on SSR loci containing ≤ 60-bp repeats, and 30,565 primer pairs were further screened. Among them, dinucleotide and trinucleotide repeats were the most common, accounting for 81.48% and 13.39% of the amplicons, respectively. Furthermore, 1,000 primer pairs were randomly selected from these 30,565 pairs (S4 Table) and were evaluated using 6 jujube cultivars and wild types. Of the initial 1,000 primer pairs, 725 were shown to be effective, and 511 were polymorphic (S5 Table). The most common motifs were dinucleotide (243 primers) and trinucleotide repeats (232 primers).
Primers for different types of motifs should exhibit different effects on the proportion of polymorphisms and the amplification efficiency. Because only a limited number of tetranucleotide, pentanucleotide, and hexanucleotide repeats were identified, we focused on the amplification effects of primers for dinucleotide and trinucleotide repeats. Increased proportions of effective primers and polymorphic amplicons were observed for dinucleotide repeats and trinucleotide repeats, respectively (Table 2). The lower proportion of polymorphisms in dinucleotide repeats indicates that this type of SSR locus is more highly conserved in the genome to ensure species stability. The higher polymorphic rate in trinucleotide repeats was similar to previous study , and that might be attributed to three bases coding for an amino acid, and frameshift mutations could effectively prevent other SSR loci from changing. From the perspective of SSR evolutionary analysis, these changes in the SSR loci could be explained with a stepwise mutation model (SMM); the length of an SSR locus was changed by adding or removing a percentage of the motif, not by adding or removing a single base . This viewpoint was confirmed by sequencing (Fig 1).
These sequence alignments of three jujube cultivars amplified by JSSR293 (A) and JSSR314 (B) were performed by DNAMAN. Allelic variation was detected at AAT repeats (JSSR293) and AAG repeats (JSSR314).
The sequencing and alignment of the jujube SSR alleles verified the presence of SSR loci and revealed a high degree of conservation of the regions flanking the SSRs (Fig 1). The sequencing results also indicated that the loci had diverse alleles, which may contribute to the diversity of the jujube germplasm. The allelic diversity was mainly due to variations in microsatellite repeat lengths combined with point mutations within the flanking regions.
Polymorphic verification of jujube SSR markers
Among the 511 polymorphic SSR primers, 16 pairs were randomly selected and used to analyze the genetic relationship among 20 jujube cultivars (Fig 2, Table 3). The primers amplified 68 polymorphic bands, and each primer pair amplified an average of 4.25 polymorphic fragments. The polymorphism information content (PIC) values of the loci were between 0.51 and 0.72, with an average of 0.61. Loci with PIC > 0.5 were considered highly polymorphic . Therefore, 16 primer pairs were highly efficient.
M: 50-bp marker; numbers 1 to 20: 20 jujube cultivars listed in Table 4.
The genetic relationship among the 20 jujube cultivars was constructed in a dendrogram using Numerical Taxonomy System of Multivariate Programs (NTSYS) cluster analysis (Fig 3). Both ‘Daliganweibazao’ and ‘Daliyuanzao’ are from Dali County, and these cultivars exhibit similar botanical characteristics and fruit shapes. The two cultivars were not separated in the dendrogram, indicating that they are either the same cultivar or they have a very close relationship. The genetic similarity coefficient between ‘Zunyitianzao’ (from Southern China) and the other 19 cultivars (from Northern China) was considerably low, which is consistent with their distant geographical locations. The related study among sour jujube populations also provided valuable information about genetic diversity and geographical distances .
The transferability of jujube SSR primers
To verify the transferability of the primers to 15 species from 8 angiosperm families, 64 pairs of jujube SSR primers (S6 Table) were randomly selected from the 1,000 pairs mentioned above, and 35 pairs of SSR primers yielded polymorphisms (S7 Table, Fig 4). The primers amplified 107 polymorphic bands. Each primer pair amplified an average of 3.06 polymorphic fragments, and the PIC values ranged from 0.20 to 0.70, with an average of 0.48. Overall, 100% of the 64 primers successfully produced amplification products in wild jujube. Moreover, 65.63% (42/64), 39.06% (25/64), 35.94% (23/64), 37.50% (24/64), 25.00% (16/64), 20.31% (13/64), and 29.69% (19/64) of the 64 primers successfully produced amplification products in the Rosaceae family and the Vitales, Brassicales, Solanales, Malvales, Laurales, and Poales orders, respectively.
M: 50-bp marker; numbers 1 to 15: Arabidopsis, eggplant, tomato, wheat, corn, Chinese cabbage, cotton, grape, apple, peach, strawberry, pear, wintersweet, jujube, and wild jujube.
The 15 tested species grouped into two main clusters, one with the 13 dicotyledonous species and the other with the two monocotyledonous species (Fig 5). The clustering results indicated that wild jujube was closely related to the 4 species in the Rosaceae family. Moreover, the similarity coefficient between jujube and peach (0.69) was higher than that between jujube and the other species of Rosaceae. This result indicated that the jujube has a closer relationship with the peach, which is supported by genomic data analysis . The results were also highly consistent with the widely accepted Angiosperm Phylogeny System (http://www.mobot.org/MOBOT/Research/APweb/welcome.html) and provided evidence supporting the transferability of the jujube SSR primers.
Numbers 1 to 15: Arabidopsis, eggplant, tomato, wheat, corn, Chinese cabbage, cotton, grape, apple, peach, strawberry, pear, wintersweet, jujube, and wild jujube.
SSR primers from the apple genome are transferable to pear; both species belong to the Rosaceae family [16, 30]. Fan et al. verified the transferability of SSR primers from the pear genome to other species in the Rosaceae family . The transferability of SSR primers to other species, such as loquat , grape , strawberry , citrus , sweet cherry , and lychee , has also been reported. However, the transferability of plant SSR primers is typically studied at the family level. Our study was among the first to demonstrate the transferability of SSR primers to different families, which provides evidence for the wider application of plant SSR primers.
In this study, we conducted genome-wide characterization of SSRs in jujube and used SSR markers to determine the transferability of jujube SSR primers to a wide range of angiosperm families. By analyzing the distribution of SSRs in the jujube genome and comparing the SSR pattern among jujube and other related species, we concluded that the jujube genome is significantly enriched for SSR loci compared with seven other species. Jujube SSR primers are valuable for marker-assisted selection in breeding, and their wide transferability would also provide a foundation for their further utilization.
Materials and Methods
Four cultivars of Chinese jujube (Z. jujuba Mill. ‘Dongzao’, ‘Wuhefeng’, ‘Dalilongzao’, and ‘Maoboyan’) and two strains of wild jujube (Z. acidojujuba Cheng et Liu ‘Xingtai 0605’ and ‘Xingtai 16’) were used in the primary evaluation of the new jujube SSR primers. An additional 20 cultivars of Chinese jujube of varied origins (Table 4) were used to verify the efficiencies of the primarily screened SSR primers. A total of 15 angiosperm species from 8 families and 7 orders (Table 5) were used to explore the transferability of the jujube SSR primers. All leaf samples were collected from the jujube germplasm repository of the Agriculture University of Hebei.
DNA extraction and analysis
Genomic DNA was extracted from young leaves of different jujube cultivars using an improved cetyltrimethyl ammonium bromide (CTAB) method . After extraction, 5–10 μl of DNA solution was loaded on a 1.0% agarose gel to assess the sample quality. Then, the DNA quality and concentration were further assessed using a NanoDrop2000.
SSR identification and primer design
Identification and localization of the SSR primers in the Chinese jujube genome were performed using MISA (MIcroSAtellite) software with Perl. The following search criteria were implemented: ≥ 10 repeat units for mononucleotides, ≥ 7 repeat units for dinucleotides, and ≥ 5 repeat units for tri-, tetra-, penta-, and hexanucleotides. Interrupted compound SSRs were also selected when the bases interrupting the two SSRs were ≤ 10 repeat units. Primer pairs were designed using PRIMER 3 and were based on the flanking sequences of the identified SSRs; all primers were synthesized by Sangon Biotech, Shanghai, China.
Comparison of genomic SSRs between jujube and other plants
Genomic data from apple , pear , peach , strawberry , Prunus mume , mulberry , and grape  were downloaded from the NCBI database. The genomic SSRs of other species were searched using the same criteria as employed for Chinese jujube and were then compared with the SSRs from the jujube genome. Mononucleotides were generally not very informative  and thus were not included in this analysis.
Polymerase chain reaction and fragment analysis
Polymerase chain reaction (PCR) was performed in a total volume of 12.5 μl containing 0.5 μl of 50 ng/μl genomic DNA, 6.3 μl of 2×Taq Master Mix (CWBIO), and 0.5 μl of 10 μmol/L each of forward and reverse primers. The reactions were performed using the following conditions: 94°C for 3 min; 30 cycles of 94°C for 30 s, 50–60°C for 30 s, and 72°C for 30 s; and a final step at 72°C for 10 min. Then, 3 μl of the PCR product and a 50-bp molecular size marker were loaded onto an 8% denaturing polyacrylamide (PAGE) gel in 1×TBE buffer, run at 200 V, and visualized using silver staining. SSR analysis was performed at least twice to confirm primer amplification.
Sequencing of SSR PCR products for SSR locus verification
To verify both the presence and allelic variation of the SSR loci, PCR amplification products from two primer pairs (JSSR293 and JSSR314) were resolved in 2.0% agarose gel and purified by SanPrep Column DNA Gel Extraction Kit. The product ligated into the pMD19-T vector and sequenced by Sangon Biotech.
S1 Table. The number and proportion of SSRs in the jujube genome.
This table lists the numbers and proportions of the 6 types of SSR repeats in the jujube genome.
S2 Table. The number of SSR loci in the genomes of 8 species.
This table lists the repeat types and genome sizes of jujube, apple, pear, grape, peach, strawberry, Prunus mume, and mulberry.
S3 Table. Predominant types of SSR motifs in the genomes of 8 species.
This table lists predominant motif types in jujube, apple, pear, grape, peach, strawberry, Prunus mume, and mulberry.
S4 Table. The 1,000 randomly selected SSR primer pairs.
This table lists the names, repeat motifs, and sequences of 1,000 jujube SSR primers.
S5 Table. The polymorphic proportion and amplification efficiency of 1,000 jujube SSR primers.
This table lists the polymorphic proportion and amplification efficiency of 488 dinucleotide primers, 419 trinucleotide primers, 54 tetranucleotide primers, 20 pentanucleotide primers, and 19 hexanucleotide primers.
S6 Table. Information on the 64 primer pairs.
This table lists the primer names, repeat motifs, primer sequences, and amplicon lengths.
Conceived and designed the experiments: ML JZ. Performed the experiments: JX JZ. Analyzed the data: JZ JX. Contributed reagents/materials/analysis tools: JX JZ. Wrote the paper: JZ JX ML PL LD ZZ.
- 1. Li YC, Korol AB, Fahima T, Beiles A, Nevo E. Microsatellites: genomic distribution, putative functions and mutational mechanisms: a review. Mol Ecol. 2002; 11(12): 2453–2465. pmid:12453231
- 2. Wu Y, Huang YH. An SSR genetic map of peach and its comparison to a published genetic map. Genome.2007; 50: 84–89. pmid:17546074
- 3. Baraket G, Chatti K, Saddoud O, Abdelkarim A, Mars M, Trifi M, et al. Comparative assessment of SSR and AFLP markers for evaluation of genetic diversity and conservation of fig, Ficus carica L., genetic resources in Tunisia. Plant Mol Biol Rep. 2011; 29(2): 171–184.
- 4. Campoy J, Ruiz D, Egea J, Rees D, Celton J, Martínez-Gómez P. Inheritance of flowering time in apricot (Prunus armeniaca L.) and analysis of linked quantitative trait loci (QTLs) using simple sequence repeat (SSR) markers. Plant Mol Biol Rep. 2011; 29: 404–410.
- 5. Swapna M, Sivaraju K, Sharma RK, Singh NK, Mohapatra T. Single-strand conformational polymorphism of EST-SSRs: a potential tool for diversity analysis and varietal identification in sugarcane. Plant Mol Biol Rep. 2011; 29: 505–513.
- 6. Cristofani YM, Novelli VM, Bastianel M, Machado MA. Transferability and level of heterozygosity of microsatellite markers in Citrus species. Plant Mol Biol Rep. 2011; 29(2): 418–423.
- 7. Zhang Q, Li J, Zhao Y, Korban SS, Han Y. Evaluation of genetic diversity in Chinese wild apple species along with apple cultivars using SSR markers. Plant Mol Biol Rep. 2012; 30(3): 539–546.
- 8. Silfverberg DE, Matasci CL, Vande DE, Van Kaauwen MPW, Walser M, Kodde LP, et al. Microsatellite markers spanning the apple (Malus x domestica Borkh.) genome. Tree Genet Genomes. 2006; 2(4):202–224.
- 9. Zaki NM, Singh R, Rosli R, Ismail I. Elaeis oleifera genomic-SSR markers: Exploitation in oil palm germplasm diversity and cross-amplification in arecaceae. Int J Mol Sci. 2012; 13: 4069–4088. pmid:22605966
- 10. Qu ZZ, Wang YH. China fruit’s monograph—Chinese jujube volume. Beijing: China Forestry Publishing House; 1993.
- 11. Liu M J, Wang M. Chinese jujube germsplasm resources. Beijing: China Forestry Publishing House; 2009. pp. 46–47.
- 12. Wang S, Liu Y, Ma L, Liu H, Tang Y, Wu L, et al. Isolation and characterization of microsatellite markers and analysis of genetic diversity in Chinese jujube (Ziziphus jujuba Mill.). PLoS ONE. 2014; 9(6): e99842. pmid:24932973
- 13. Li Y, Xu C, Lin X, Cui B, Wu R, Pang X. De novo assembly and characterization of the fruit transcriptome of Chinese jujube (Ziziphus jujuba Mill.) using 454 pyrosequencing and the development of novel tri-nucleotide SSR markers. PLoS ONE. 2014; 9(9): e106438. pmid:25184704
- 14. Zhang C, Huang J,Yin X, Lian C, Li X. Genetic diversity and population structure of sour jujube, Ziziphus acidojujuba. Tree Genet Genomes. 2015; 11:809.
- 15. Liu MJ, Zhao J, Cai QL, Liu GC, Wang JR, Zhao ZH, et al. The complex jujube genome provides insights into fruit tree biology, Nat Commun. 2014;
- 16. Guang L, Zhang Z, Wang XW, Xue HB, Liu YH, Wang SH, et al. Evaluation and application of the SSR loci in apple genome. Scientia Agricultura Sinica. 2012; 44(21): 4415–4428.
- 17. Cai B, Li CH, Yao QH, Zhou J, Tao JM, Zhang Z. Analysis of SSR in grape genome and development of SSR database. Jounral of Nanjing Agricultural University. 2009; 32(4): 501–510.
- 18. Tóth G, Gáspári Z, Jurka J. Microsatellites in different eukaryotic genomes: survey and analysis. Genome Res. 2000; 10(7): 967–981. pmid:10899146
- 19. Sia EA, Kokoska RJ, Dominska M, Greenwell P, Petes TD. Microsatellite instability in yeast: dependence on repeat unit size and DNA mismatch repair genes. Mol Cell Biol. 1997; 17(5): 2851–2858. pmid:9111357
- 20. Harr B, Schlötterer C. Long microsatellite alleles in Drosophila melanogaster have a downward mutation bias and short persistence times, which cause their genome-wide underrepresentation. Genetics. 2000; 155(3): 1213–1220. pmid:10880482
- 21. Ma QY, Dai XG, Chen YN, Zhang DF, Liao ZY, Li SX. Characterization of microsatellites in the genome of Ziziphus jujuba. Scientia Silvae Sinicae. 2013; 49(12): 81–87.
- 22. Schorderet DF, Gartler SM. Analysis of CpG suppression in methylated and nonmethylated species. Proc Natl Acad Sci. 1992; 89(3): 957–961. pmid:1736311
- 23. Kantety RV, La Rota M, Matthews DE, Sorrells ME. Data mining for simple sequence repeats in expressed sequence tags from barley, maize, rice, sorghum and wheat. Plant Mol Biol. 2002; 48(5–6): 501–510. pmid:11999847
- 24. Lee SB, Kaittanis C, Jansen RK, Hostetler JB, Tallon LJ, Town CD, et al. The complete chloroplast genome sequence of Gossypium hirsutum: organization and phylogenetic relationships to other angiosperms. BMC Genomics. 2006; 7(1): 61.
- 25. Shang MZ, Liu F, Hua JP, Wang KB. Analysis on codon usage of chloroplast genome of Gossypium hirsutum. Scientia Agricultura Sinica. 2011; 44(2):245–253.
- 26. Xu X, Peng M, Fang Z, Xu X. The direction of microsatellite mutations is dependent upon allele length. Nat Genet. 2000; 24(4): 396–399. pmid:10742105
- 27. Cheng X, Xu J, Xia S, Gu J, Yang Y, Fu J, et al. Development and genetic mapping of microsatellite markers from genome survey sequences in Brassica napus. Theor Appl Genet. 2009; 118(6): 1121–1131. pmid:19190889
- 28. Fan SH, Guo AG, Shan LW, Hu XP. Analysis of genetic code preference in Arabidopsis thaliana. Prog Biochem Biophys. 2003; 30(2): 221–225.
- 29. Botstein D, White RL, Skolnick M, Davis RW. Construction of a genetic linkage map in man using restriction fragment length polymorphisms. Am J Hum Genet. 1980; 32(3): 314. pmid:6247908
- 30. Yamamoto T, Kimura T, Sawamura Y, Kotobuki K, Ban Y, Hayashi T, et al. SSRs isolated from apple can identify polymorphism and genetic diversity in pear. Theor Appl Genet. 2001; 102(6–7): 865–870.
- 31. Fan L, Zhang MY, Liu QZ, Li LT, Song Y, Wang LF, et al. Transferability of newly developed pear SSR markers to other Rosaceae species. Plant Mol Biol Rep. 2013; 31(6): 1271–1282.
- 32. He Q, Li XW, Liang GL, Ji K, Guo QG, Yuan WM, et al. Genetic diversity and identity of Chinese loquat cultivars/ accessions (Eriobotrya japonica) using apple SSR markers. Plant Mol Biol Rep. 2011; 29(1): 197–208.
- 33. Vezzulli S, Troggio M, Coppola G, Jermakow A, Cartwright D, Zharkikh A, et al. A reference integrated map for cultivated grapevine (Vitis vinifera L.) from three crosses, based on 283 SSR and 501 SNP-based markers. Theor Appl Genet. 2008; 117(4): 499–511. pmid:18504538
- 34. Monfort A, Vilanova S, Davis T M, Arús P. A new set of polymorphic simple sequence repeat (SSR) markers from a wild strawberry (Fragaria vesca) are transferable to other diploid Fragaria species and to Fragaria× ananassa. Mol Ecol Notes. 2006; 6(1): 197–200.
- 35. Chen C, Zhou P, Choi Y A, Huang S, Gmitter F. Mining and characterizing microsatellites from citrus ESTs. Theor Appl Genet. 2006; 112(7): 1248–1257. pmid:16474971
- 36. Olmstead JW, Sebolt AM, Cabrera A, Suneth SS, Hammar S, Iriarte G, et al. Construction of an intra-specific sweet cherry (Prunus avium L.) genetic linkage map and synteny analysis with the Prunus reference map. Tree Genet Genomes. 2008; 4(4): 897–910.
- 37. Ekué MRM, Gailing O, Finkeldey R. Transferability of simple sequence repeat (SSR) markers developed in Litchi chinensis to Blighia sapida (Sapindaceae). Plant Mol Biol Rep. 2009; 27(4): 570–574.
- 38. Zhao J, Liu ZC, Dai L, Liu MJ. Isolation of total RNA for different organs and tissues of Ziziphus jujuba Mill, Journal of Plant Genetic Resources. 2009; 10: 111–117.
- 39. Velasco R, Zharkikh A, Affourtit J, Dhingra A, Cestaro A, Kalyanaraman A, et al. The genome of the domesticated apple (Malus × domestica Borkh.). Nat Genet. 2010; 42(10): 833–841 pmid:20802477
- 40. Wu J, Wang Z, Shi Z, Zhang S, Ming R, Zhu S, et al. The genome of pear (Pyrus bretschneideri Rehd.). Genome Res. 2013; 23:396–408. pmid:23149293
- 41. The International Peach Genome Initiative. The high-quality draft genome of peach (Prunus persica) identifies unique patterns of genetic diversity, domestication and genome evolution. Nat Genet. 2013; 45(5), 487–494. pmid:23525075
- 42. Shulaev V, Sargent DJ, Crowhurst RN, Mockler TC, Folkerts O, Delcher AL, et al. The genome of woodland strawberry (Fragaria vesca). Nat Genet. 2011; 43, 109–116. pmid:21186353
- 43. Zhang Q, Chen W, Sun L, Zhao F, Huang B, Yang W, et al. The genome of Prunus mume. Nat Commun. 2012; 3:1318 pmid:23271652
- 44. He NJ, Zhang C, Qi XW, Zhao SC, Tao Y, Yang G, et al. Draft genome sequence of the mulberry tree Morus notabilis. Nat Commun. 2013; 4:2445 pmid:24048436
- 45. Jaillon O, Aury JM, Noel B, Policriti A, Clepet C, Casagrande A, et al. The grapevine genome sequence suggests ancestral hexaploidization in major angiosperm phyla. Nature. 2007; 449, 463–467. pmid:17721507
- 46. Feng SP, Li WG, Huang HS, Wang JY, Wu YT. Development, characterization and cross-species/ genera transferability of EST-SSR markers for rubber tree (Hevea brasiliensis). Mol. Breed. 2009; 28, 85–97.
- 47. Rohlf FJ. NTSYS-pc: Numerical taxonomy and multivariate analysis system, Version 2.1. NY: Exeter Software. 2000.
- 48. Botstein D, White RL, Skolnick M, Davis RW. Construction of a genetic linkage map in man using restriction fragment length polymorphisms. Am J Hum Genet. 1980; 32(3): 314. pmid:6247908