High-throughput retrotransposon-based fluorescent markers: improved information content and allele discrimination
© Knox et al; licensee BioMed Central Ltd. 2009
Received: 09 April 2009
Accepted: 28 July 2009
Published: 28 July 2009
Dense genetic maps, together with the efficiency and accuracy of their construction, are integral to genetic studies and marker assisted selection for plant breeding. High-throughput multiplex markers that are robust and reproducible can contribute to both efficiency and accuracy. Multiplex markers are often dominant and so have low information content, this coupled with the pressure to find alternatives to radio-labelling, has led us to adapt the SSAP (sequence specific amplified polymorphism) marker method from a 33P labelling procedure to fluorescently tagged markers analysed from an automated ABI 3730 xl platform. This method is illustrated for multiplexed SSAP markers based on retrotransposon insertions of pea and is applicable for the rapid and efficient generation of markers from genomes where repetitive element sequence information is available for primer design. We cross-reference SSAP markers previously generated using the 33P manual PAGE system to fluorescent peaks, and use these high-throughput fluorescent SSAP markers for further genetic studies in Pisum.
The optimal conditions for the fluorescent-labelling method used a triplex set of primers in the PCR. These included a fluorescently labelled specific primer together with its unlabelled counterpart, plus an adapter-based primer with two bases of selection on the 3' end. The introduction of the unlabelled specific primer helped to optimise the fluorescent signal across the range of fragment sizes expected, and eliminated the need for extensive dilutions of PCR amplicons. The software (GeneMarker Version 1.6) used for the high-throughput data analysis provided an assessment of amplicon size in nucleotides, peak areas and fluorescence intensity in a table format, so providing additional information content for each marker. The method has been tested in a small-scale study with 12 pea accessions resulting in 467 polymorphic fluorescent SSAP markers of which 260 were identified as having been mapped previously using the radio-labelling technique. Heterozygous individuals from pea cultivar crosses were identifiable after peak area data analysis using the fluorescent SSAP method.
As well as developing a rapid, and high-throughput marker method for genetic studies, the fluorescent SSAP system improved the accuracy of amplicon scoring, increased the available marker number, improved allele discrimination, and was sensitive enough to identify heterozygous loci in F1 and F2 progeny, indicating the potential to develop high-throughput codominant SSAPs.
The SSAP marker method described by Ellis et al.  for pea assays insertion sites for PDR1, a Ty1-copia like retrotransposon found at about 200 copies per haploid genome. These SSAP markers have allowed the integration of Pisum genetic maps from different populations especially where there are common parents . Many other transposable elements have been captured as markers for mapping and diversity analysis in a wide range of plant species including pea [1–4], barley , Hibiscus , potato , sweetpotato , cotton , agave , wheat , vine , Vicia , lettuce , cashew  and cucumber . Though these studies all use SSAP markers, there are fundamental differences in the generation of the DNA template and subsequent amplification. In many of these cases [4–16] the SSAP approach was AFLP-like  in that it reduced amplicon complexity with a double restriction enzyme digest, using a frequent and a rare cutting enzyme, followed by the appropriate adapter ligation. PCR amplification was then carried out in two stages: first a pre-amplification with the adapter based primers and limited base selection, followed by a re-amplification with a labelled specific primer and one adapter primer with additional bases of selection. The majority of marker amplicons produced were generally in the 50 – 500 base-pairs (nt) range.
For pea the SSAP marker method, based on PDR1 the relatively low copy number Ty1-copia – like retrotransposon insertions [1, 2] or on the high copy number transposable elements Pi s1 and Cyclops [3, 4, 18], has been used for mapping and diversity analysis. This method involves a single restriction digest and adapter ligation, and requires no pre-amplification. This approach therefore does not involve an enzyme digestion based complexity reduction as in AFLP ; it is a multiplexed, manual, 33P labelled, PAGE (polyacrylamide gel electrophoresis) system with marker amplicons in the range ca. 100 – 1300 nucleotides (nt) that appears to be suitable for conversion to automation and fluorescent amplicon detection.
To enable cross-referencing of existing SSAP markers between the radio-labelled method and fluorescent approaches, the range of amplicon sizes resulting from both techniques needed to be the same, and the correspondence between the band pattern from 33P PAGE and fluorescent peaks needed to be established. Here we describe the conversion from a manual radio-labelling method to a high-throughput automated system, the capture of PDR1 retroelement related fluorescent SSAP markers in the range 100 – 1300 nt and their use in pea genetics. We also describe the development of codominant markers using the analysis of fluorescent peak areas to calculate dosage ratios for both F1 and F2 individuals, and discuss the potential use of these markers with their improved information content.
Results and discussion
Fluorescent SSAP marker development
Adapter and primer details
ds Taq adapter
3' – TACTCAGGACTTGC-5'
5'- [6FAM or HEX or neither]
Taq adapter +2
To overcome these problems a 6FAMPPT primer without HPLC-purification was tested and modifications to primer concentrations  were made. A range of primer concentrations was tested in a duplex PCR which contained the specific 6FAMPPT primer and the Taq+2 primer, and also a triplex of primers that consisted of the duplex mix plus unlabelled PPT primer. The peak patterns from a dilution series (1/10 – 1/80) of the amplicons from both of the duplex and triplex PCRs were compared.
Results from the duplex reaction were variable with respect to peak intensity and SSAP amplicons > 900 nt were not resolved, or were of very low intensity, barely discernible above the background. However, triplex primer reaction conditions containing 6FAMPPT (not HPLC purified), unlabelled PPT, and the Taq+2 adapter primer (each at 0.1 μM), at tenfold dilution of amplicons in formamide loading solution, resulted in a reproducible peak pattern that matched the manual 33P PAGE banding pattern. Peaks corresponding to bands in the expected range 100 to >1200 nt, were obtained. The fluorescent tag HEX was also tested and gave comparable results to 6FAM. Subsequent experiments used both tags with different primer combinations, where the PCR products were co-electrophoresed on the ABI3700 xl.
Comparing 33P bands to fluorescent peaks
Fluorescent SSAP has already been described based on the double digest AFLP-like method [6, 8] and captures marker amplicons of less than 600 nt. The method described here samples the whole genome more comprehensively as it is based on a single enzyme digest and so there is no complexity reduction step of template DNA. Furthermore this method requires no pre-amplification and the only dilution required was into the electrophoresis loading medium. The presence of both labelled and unlabelled specific primers (neither HPLC purified) presumably allows a competition reaction in the triplex primer PCR that helps to regulate peak intensities removing the need for additional dilution series. The need for pre-amplifications and dilution of PCR products adds steps for pipetting error and the use of consumable and manual resources. However, the method described here with the introduction of the unlabelled specific primer along with its fluorescent counterpart removed the need for these steps, kept the peak signal intensity within range for analysis and base calling by the software, and recovered amplicons in the expected size range.
SSAP data and scoring accuracy
Marker scoring for 12 pea accessions with the fluorescent method yielded a total of 510 markers, 467 of which were scored as polymorphic. In comparison, using the same combination of selective bases, the manual 33P method yielded 352 markers, 318 of which were scored as polymorphic. The fluorescent method has made marker calling more accurate as it has the ability to detect a 1 nt difference between amplicons; this is much more difficult from manual PAGE so many potential polymorphic markers were left unscored.
The increased number of markers scored in the fluorescent system were mainly derived from closely bunched 33P marker bands which were resolved to multiple fluorescent peaks, as illustrated in Figure 2 for markers >1000 nt. Problems with band intensity variation and PAGE quality from the 33P method accounted for some of the marker number differences between the two methods. The correspondence between 260 mapped markers that appeared to be common to both methods was tested by examining their allelic distribution in a set of 12 diverse pea accessions. Of these the scores for 40 markers were found to differ between the two methods. Examination of the band and peak traces for these 40 markers showed that the differences in scores resulted from poor resolution from 33P PAGE. In 30 of the 40 cases a single 33P band resolved into two or more fluorescent peaks in close proximity. This was found for amplicons in the size range 200 – 1300 nt. The remaining ten differences between the two methods involved problems with band intensity and gel quality variation from the radiolabelled method which affected the accuracy of scoring. 33P bands corresponding to amplicons of similar size that are separated by some distance on manual PAGE may be difficult to score because of edge effects generating a 'smile'; this is not a problem with capillary electrophoresis. This problem of band identity becomes even more acute when the band signal is faint.
In this study we have found that for amplicons smaller than 1200 nt the estimated size range deviation was 0 to 0.5 nt between duplicate samples, monomorphic bands, and repeat ABI runs for the 6FAMPPT and HEXPPT testing (run separately or together in the same capillary). The 0 to 0.5 range of accuracy was used throughout this study as an indication for the same marker peak. Where the peak corresponded to an amplicon >1200 nt (the upper extreme for the LIZ size standard) or had a weak fluorescent signal, size was determined using the manual calling facility of the software, but the deviation between duplicate samples was sometimes 1–2 nt; in these cases duplicate samples were found to be crucial for amplicon identification.
As a general observation an additional source of marker number differences between manual PAGE and the fluorescent system involves a human bias and selection procedure of allele scoring from 33P PAGE: polymorphic markers that appear difficult to score accurately would tend not to be attempted. The base calling and binning of fluorescent markers removes this element of human bias.
Errors in manual scoring and data tabulation create problems for genetic mapping and further data analysis [21, 22]. The binning of peak data to a spreadsheet that is easily copied to a MS® Excel file from the GeneMarker Version 1.6 software (SoftGenetics LLC®) reduces data error. Manual peak calling and the binning facilities of the software were found to be useful where GeneMarker failed to call a peak; this was found necessary where the signal for a peak was below the set detection threshold, or where there was a run of close peaks that differ by one to two nt, and for peaks greater than 1200 nt (the upper limit of the LIZ size standard). Even with the benefits of the software all peaks needed to be checked manually.
The major aim of this study was to develop and optimise the well established SSAP marker method from 33P manual PAGE as a high-throughput fluorescence system.
Since its inception  the PDR1 SSAP marker method using 33P manual PAGE has provided a core set of markers for pea genetic analysis and comparative mapping, but the fluorescent marker method provides an increased marker number and more information is associated with each marker. The use of fluorescence has eliminated many of the problems discussed above, and has made the scoring of markers all the more accurate.
Identity of fluorescent amplicons
A major requirement in the development of the fluorescent SSAP method was the need to establish the correspondence between the 33P banding pattern and fluorescent peaks. This was an important criterion as these 33P markers constitute a reference set of markers for pea map integration.
With the fluorescent SSAP method amplicons are identified on the basis of size in relation to an incorporated known size ladder which is present in every sample. Amplicon size variation may be the consequence of conformational polymorphism from single base differences. The SSCP (single strand conformational polymorphism) method is a recognised marker method [23, 24] and an example of SSCP was encountered during the course of PDR1 SSAP marker development [25, 26]. A codominant marker pair, distinguishing JI15 and JI399 (two mapping parental lines) migrated on manual PAGE as if they differed in size. Both were sequenced and found to be 277 nt in length . These markers exhibited conformational polymorphism as a consequence of a single base substitution and two independent indels. These two codominant alleles behaved in the same manner when run in the fluorescent system.
One minor disadvantage of the fluorescent system is the difficulty isolating fluorescent amplicons for further marker characterisation and development. Almost certainly there will be the requirement to have sequence information of specific amplicons and the need either to revert to 33P PAGE for band extraction, or whole scale cloning of the amplification products. These methods have been explored  for the development of the PDR1 retroelement insertion sites as a codominant marker system described as RBIP (retrotransposon based insertional polymorphism) . During the development of the RBIP markers many of the PDR1 right and left-hand flanking regions from the 33P SSAP have been extracted from PAGE gels and sequenced .
Peak area and heterozygote identification
Mean peak area ratios in F1 zygosity tests
Normalised to m1/m2
Normalised to m3/m4
Mean (SD) of 48
Mean (SD) of 36
(SD) of 36
Mean (SD) of 96
(SD) of 72
Heterozygote differentiation within F2 individuals
The extent to which the ratio values for homozygous and heterozygous classes vary within an F2 population was examined.
Amplicon sizes used for heterozygote identification from F2 individuals
Normalised to monomorphic pair
252 and 270
252 and 270
252 and 270
177 and 469
177 and 469
An example of a marker that does not obviously segregate the heterozygotes from the homozygous peak present state can be seen in Figure 5B. The segregation ratio for this marker is 74:13 (present:absent) which is a small deviation from the expected 3:1 segregation ratio (χ2 of 4.7, P > 0.05). The fluorescent method highlights the unreliability of this marker.
One disadvantage with this marker type is that one homozygous class will always be scored as zero. A zero result could either be a failed PCR or absence of the retrotransposon insertion, however with the multiplex amplicon pattern of SSAP a failed PCR is obvious. Monomorphic amplicons are a useful guide in the assessment of optimal PCR amplification and from this analysis are a means to determining zygosity.
The choice of monomorphic amplicons for normalisation and ratio comparisons are limited from the SSAP described here which assays the relatively low copy number, but highly polymorphic, insertion sites of the retroelement PDR1. In general the insertion sites of this element within the Pisum genus are quite diverse across the genome ; we have found that 2–3 amplicons per primer combination are monomorphic when comparing diverse accessions, the monomorphic number increasing as accessions become more closely related, such as between P. sativum cultivars.
We have developed a fluorescent marker assay for SSAPs that retains the useful features of previously used 33P method, but has improved the accuracy of marker calling and has provided useful approximations to amplicon size. In addition it has increased the number of available markers and given the ability to recognise amplicons more sensitively and with codominant marker potential. The high-throughput method described has so far used two fluorescent tags simultaneously but there is potential for at least four, this cuts down the run cost per sample per capillary. The triplex primer method, that incorporates both labelled and unlabelled specific primers, removes the need for pre-amplifications and extensive dilution series before electrophoresis on the ABI genetic analyser. The use of software for marker peak analysis reduces the error in scoring data conferring a major benefit for genetic data analysis. Isolation of fluorescent amplicons for further characterisation and development is not immediately convenient. However here we have shown using a small scale diversity analysis that there is good transferability of the method between manual PAGE and fluorescence where band to peak patterns concur. We have also shown that using peak area values the fluorescent method can distinguish the heterozygous from homozygous classes, providing the potential for a high-throughput codominant marker system.
Plant material and DNA
DNA was prepared  from 10–15 g young leaf tissue (approx. 5–6 leaves) from the following pea accessions obtained from the JIC germplasm collection http://data.jic.bbsrc.ac.uk/cgi-bin/germplasm/pisum/: JI15, JI73, JI281, JI399, JI813, JI1194, JI1201, JI2822, JI3253 (cv. Cameor), JI3108 (cv. Terese), JI992 (cv. Torsdag), JI2025 cv. Bohatyr. For the zygosity testing of parental accessions cv. Waverex, cv. Avola (four replicates of each), and their reciprocal F1 hybrids (six from each) DNA was prepared from a single leaf using an adaptation to a rapid mini-preparation method  modified to omit the phenol extraction as follows: a single leaf frozen with liquid N2, within a 1.5 ml micro-fuge tube was ground to a fine powder using a 1 ml plastic pipette tip (rounded and sealed at the tip); 400 μl of extraction buffer (500 mM NaCl, 100 mM Tris, 50 mM EDTA, pH 8.0) was added to the powder and grinding continued, followed by addition of 20 μl of 20% w/v SDS and mixed; extraction of DNA was carried out with the addition of 400 μl chloroform:isoamyl alcohol (24:1) and after thorough mixing was centrifuged for 15 min at 16,000 g; the upper aqueous phase was removed to a fresh tube and the DNA was precipitated with 800 μl of cold absolute ethanol and centrifuged again for 10 min at 16,000 g; the pelleted DNA was washed with 1 ml of 70% ethanol and then air dried, resuspended in 50 μl of TE pH 8.0 (10 mM Tris-HCl, 1 mM EDTA), stored at 4°C. The F2 population from the cross JI15 × JI399 has been described previously [3, 26].
Preparation of SSAP templates
A restriction digest was carried out in a 40 μl volume containing: 0.5 μg of DNA, 1 × restriction ligation (RL) reaction buffer (10 mM Tris-acetate pH 7.5, 10 mM Mg acetate, 50 mM K acetate, 5 mM DTT), 50 ng/μl BSA, 5 U Taq I (Invitrogen Ltd, 15218-019), incubated at 65°C for 2–3 h. Ligation of adapters was carried out as follows: to the 40 μl digest a 10 μl ligation mix containing 1 × RL buffer, 1 mM ATP, 12.5 pmol Taq adapter (Table 1), 1 U T4 DNA Ligase (Invitrogen Ltd, 15224-025) was added and the 50 μl ligation reaction was incubated at 37°C for 16 h. The restriction ligation mix was diluted to 150 μl with the addition of 100 μl of T0.1E pH 8.0 (10 mM Tris-HCl, 0.1 mM EDTA), stored at -20°C.
Amplification of SSAP templates
The 33P-based SSAP PCR conditions , were tested by directly substituting the 33P labelled specific PPT primer with its fluorescently labelled counterpart as follows: 15 ng of each of the specific 6FAM or HEX labelled PPT primer (HPLC-purified) and the Taq+2 primer (Table 1) were combined in a 10 μl volume containing 1 × PCR buffer (50 mM KCl, 1.5 mM MgCl2, 10 mM Tris-HCl pH 8.5, 0.1 mg/ml gelatin), 200 μM each dNTP, 1 U Taq polymerase (Invitrogen Ltd, 18038-026) and 3 μl (ca. 10 ng DNA) of SSAP template (all labelled and unlabelled primers were synthesised by SIGMA-ALDRICH). A touchdown PCR cycling regime was used in all experiments: (94°C for 30 s/65°C for 30 s (reducing 0.7°C/cycle thereafter to 56°C)/72°C for 60 s) 12 cycles; (94°C for 30 s/56°C for 30 s/72°C for 60 s) 24 cycles; hold at 12°C (MJR DNA Engine). A dilution series (1/2, 1/4, 1/8) of the fluorescently labelled amplicons was made in sterile distilled water. 1 μl from the original fluorescently labelled PCR amplicons and from each of the subsequent dilutions were each added to 9 μl Hi-Di Formamide (Applied Biosystems Europe, BV 4311320) containing 0.1 μl of GENESCAN™ 1200 LIZ (Applied Biosystems Europe, AB 437525C) size standard (used in all experiments). This gave a final fluorescent amplicon dilution series of 1/10, 1/20, 1/40, 1/80 from each sample for testing on the ABI 3730 xl genetic analyzer, the aim being to find the optimum fluorescent conditions for marker peak analysis.
Fluorescently labelled samples were run on the Applied Biosystems 3730 xl as follows: POP-7™ polymer at 63°C, sample injection voltage was 1.6 kV with 15 s injection time, 8 kV run voltage for 7500 s (these conditions were used for all experiments). GeneMarker Version 1.6 software (SoftGenetics LLC®) was used to examine and compare peak patterns.
After the failure to match the fluorescent amplicon pattern to that of the 33P PAGE using the above conditions a range of primer concentrations was tested; this included the use of the specific PPT primer with and without HPLC-purification. In these experiments all of the above conditions, other than for primer content, were maintained.
Optimisation conditions for fluorescent SSAP with the triplex PCR conditions
The conditions that were found to be optimal for the recovery of fluorescent amplicons of the expected size range and pattern as that obtained from 33P PAGE were as follows: 10 μl PCRs containing 0.1 μM PPT specific primer unlabelled, 0.1 μM labelled specific primer (6FAMPPT or HEXPPT), 0.1 μM Taq + 2 primer (Table 1), all primers without HPLC purification; all other components and PCR cycling as above. The PCR samples at the 1/10 dilution of fluorescent amplicon were prepared for electrophoresis as described earlier.
Fluorescent samples and data collection
All 16 primer combinations were tested on 12 pea lines, using the triplex reaction 6FAMPPT/PPT/Taq+2 and carried out in duplicate. The lines selected included, JI15, JI281, JI399, JI813, JI1194, and JI1201, the parental lines from RI (recombinant inbred) mapping populations that had been previously run with the 33P manual PAGE system and polymorphic markers mapped. HEXPPT was used to test two primer combinations: Taq+TG, and Taq+AA for amplicon size confirmation. The F1 zygosity experiments with cv. Avola, cv. Waverex and their F1 hybrids made use of the triplex reaction with HEXPPT/PPT/Taq+TG. Amplification of the 92 F2 individuals and parental lines from the cross JI15 × JI399 was carried out with two primer combinations: 6FAMPPT/PPT/Taq+CA and HEXPPT/PPT/Taq+AT.
The raw data output from the ABI 3730xl was analysed using GeneMarker Version 1.6 software (SoftGenetics LLC®). For the 12 pea accessions the bin table output of peak area called by the software was transferred to an MS® Excel spreadsheet. Each peak was then checked, and any missing peaks were manually called. The peak areas were converted to 1 and 0 scores as an indication of peak/marker presence and absence. Peak area tables were used directly in the F1 and F2 zygosity testing experiments, [see Additional file 1]; all calculations were carried out using MS® Excel.
Normalisation of peak areas and ratiometric analysis
In order to quantify the dosage of a PDR1 insertion site at a given locus in a given individual we needed to take account of the intrinsic peak area corresponding to a particular amplicon and to the amount of a sample loaded. Peak areas therefore needed to be normalised. If we consider a set of samples in which there are monomorphic bands (present in all) and polymorphic bands (either present or absent) then for all samples the ratio of the area under any pair of monomorphic bands is expected to be constant, and its variation indicates the reliability of the measure.
The ratio of the area under a polymorphic band to the area under a monomorphic band should vary according to the zygosity, and this can be used to determine allele calls. Ambiguity can be reduced by averaging the ratio with respect to several monomorphic bands.
For the F1 individuals ratiometric analysis was carried out using two pairs of monomorphic peaks: m1/m2 at 287/289 nt and m3/m4 at 448/470 nt [see Additional file 1]. For each replicate, four each of Avola (a) and Waverex (w), and six F1 hybrids from their reciprocal crosses (aw F1/1-F1/6 and wa F1/1-F1/6), monomorphic peak areas were first normalised with respect to each other, eg. m1/(m1+m2), m2/(m1+m2), m3/(m3+m4), m4/(m3+m4). Peak area ratios for each of the six F1s were calculated using the normalised mean of four parental (a and w) replicates, eg. aw/a, aw/w, wa/a, wa/w. Similarly each polymorphic peak area for the 12 F1s was first normalised with respect to either m1/m2 and m3/m4, eg, p1/(m1+m2) and p1/(m3+m4) and so forth for p2 and p3 and mean peak area ratios were calculated as for the monomorphic peaks. The means from all these calculations for the F1 can be seen in Table 2.
For the F2 individuals markers from five polymorphic fluorescent SSAP markers 261, 274, 307, 396 and 193 nt and their respective peak areas selected from two primer combinations, [see Additional file 1], were first normalised against two monomorphic peaks (Table 3) as described for the F1s; peak area ratios were calculated in relation to the value of the specific parental line (JI15 or JI399) that gave rise to the marker.
We thank: BBSRC and the Defra project PCGIN for funding this work; Dr. Peter Isaac of iDNAGENETICS for useful technical discussion; Dr. Judith Irwin for constructive comments on the manuscript; two anonymous reviewers for constructive advice which has enhanced the manuscript.
- Ellis TH, Poyser SJ, Knox MR, Vershinin AV, Ambrose MJ: Polymorphism of insertion sites of Ty1-copia class retrotransposons and its use for linkage and diversity analysis in pea. Mol Gen Genet. 1998, 260: 9-19.PubMedGoogle Scholar
- Pearce SR, Knox M, Ellis TH, Flavell AJ, Kumar A: Pea Ty1-copia group retrotransposons: transpositional activity and use as markers to study genetic diversity in Pisum. Mol Gen Genet. 2000, 263: 898-907. 10.1007/s004380000257.View ArticlePubMedGoogle Scholar
- Knox MR, Ellis THN: Excess heterozygosity contributes to genetic map expansion in pea recombinant inbred populations. Genetics. 2002, 162: 861-873.PubMed CentralPubMedGoogle Scholar
- Vershinin AV, Allnutt TR, Knox MR, Ambrose MJ, Ellis TH: Transposable elements reveal the impact of introgression, rather than transposition, in Pisum diversity, evolution, and domestication. Mol Biol Evol. 2003, 20: 2067-2075. 10.1093/molbev/msg220.View ArticlePubMedGoogle Scholar
- Waugh R, McLean K, Flavell AJ, Pearce SR, Kumar A, Thomas BB, Powell W: Genetic distribution of Bare-1-like retrotransposable elements in the barley genome revealed by sequence-specific amplification polymorphisms (S-SAP). Mol Gen Genet. 1997, 253: 687-694. 10.1007/s004380050372.View ArticlePubMedGoogle Scholar
- Tang T, Huang J, Zhong Y, Shi S: High-throughput S-SAP by fluorescent multiplex PCR and capillary electrophoresis in plants. J Biotechnol. 2004, 114: 59-68. 10.1016/j.jbiotec.2004.06.001.View ArticlePubMedGoogle Scholar
- Lightbourn GJ, Jelesko JG, Veilleux RE: Retrotransposon-based markers from potato monoploids used in somatic hybridization. Genome. 2007, 50: 492-501. 10.1139/G07-026.View ArticlePubMedGoogle Scholar
- Berenyi M, Gichuki T, Schmidt J, Burg K: Ty1-copia retrotransposon-based S-SAP (sequence-specific amplified polymorphism) for genetic analysis of sweetpotato. Theor Appl Genet. 2002, 105: 862-869. 10.1007/s00122-002-1015-0.View ArticlePubMedGoogle Scholar
- Hafez E, Ghany A, Zaki EA: LTR-retrotransposons-based molecular markers in cultivated Egyptian cottons G-barbadense L. Afr J Biotech. 2006, 5: 1200-1204.Google Scholar
- Bousios A, Saldana-Oyarzabal I, Valenzuela-zapata AG, Wood C, Pearce SR: Isolation and characterisation of Ty-copia retrotransposon sequences in the blue agave (Agave tequilana Weber var. azul) and their development as SSAP markers for phylogenetic analysis. Plant Sci. 2007, 172: 291-298. 10.1016/j.plantsci.2006.09.002.View ArticleGoogle Scholar
- Queen RA, Gribbon BM, James C, Jack P, Flavell AJ: Retrotransposon-based molecular markers for linkage and genetic diversity analysis in wheat. Mol Genet Genomics. 2004, 271: 91-97. 10.1007/s00438-003-0960-x.View ArticlePubMedGoogle Scholar
- Labra M, Imazio S, Grassi F, Rossoni M, Sala F: Vine-1 retrotransposon-based sequence-specific amplified polymorphism for Vitis vinifera L. genotyping. Plant Breeding. 2004, 123: 180-185. 10.1046/j.1439-0523.2003.00965.x.View ArticleGoogle Scholar
- Sanz AM, Gonzalez SG, Syed NH, Suso MJ, Saldana CC, Flavell AJ: Genetic diversity analysis in Vicia species using retrotransposon-based SSAP markers. Mol Genet Genomics. 2007, 278: 433-441. 10.1007/s00438-007-0261-x.View ArticlePubMedGoogle Scholar
- Syed NH, Sorensen AP, Antonise R, Wiel van de C, Linden van der CG, van't Westende W, Hooftman DA, den Nijs HC, Flavell AJ: A detailed linkage map of lettuce based on SSAP, AFLP and NBS markers. Theor Appl Genet. 2006, 112: 517-527. 10.1007/s00122-005-0155-4.View ArticlePubMedGoogle Scholar
- Syed NH, Sureshsundar S, Wilkinson MJ, Bhau BS, Cavalcanti JJ, Flavell AJ: Ty1-copia retrotransposon-based SSAP marker development in cashew (Anacardium occidentale L.). Theor Appl Genet. 2005, 110: 1195-1202. 10.1007/s00122-005-1948-1.View ArticlePubMedGoogle Scholar
- Lou Q, Chen J: Ty1-copia retrotransposon-based SSAP marker development and its potential in the genetic study of cucurbits. Genome. 2007, 50: 802-810. 10.1139/G07-067.View ArticlePubMedGoogle Scholar
- Vos P, Hogers R, Bleeker M, Reijans M, Lee van de T, Hornes M, Frijters A, Pot J, Peleman J, Kuiper M, Zabeau M: AFLP – a New Technique for DNA-Fingerprinting. Nucleic Acids Res. 1995, 23: 4407-4414. 10.1093/nar/23.21.4407.PubMed CentralView ArticlePubMedGoogle Scholar
- Shirsat AH: A transposon-like structure in the 5' flanking sequence of a legumin gene from Pisum sativum. Mol Gen Genet. 1988, 212: 129-133. 10.1007/BF00322455.View ArticlePubMedGoogle Scholar
- Biosystems A: GeneScan Reference Guide: Chemistry Reference for the ABI Prism 310 genetic analyser. 2000, The Perkin-Elmer Corporation, Applied Biosystems Division, Foster City, CaGoogle Scholar
- Softgenetics LLC: GeneMarker Genotyping Software Version 1.6 Operation Manual. [http://www.softgenetics.com]
- Lincoln SE, Lander ES: Systematic detection of errors in genetic linkage data. Genomics. 1992, 14: 604-610. 10.1016/S0888-7543(05)80158-2.View ArticlePubMedGoogle Scholar
- Hackett CA, Broadfoot LB: Effects of genotyping errors, missing values and segregation distortion in molecular marker data on the construction of linkage maps. Heredity. 2003, 90: 33-38. 10.1038/sj.hdy.6800173.View ArticlePubMedGoogle Scholar
- Rafalski A: Applications of single nucleotide polymorphisms in crop genetics. Curr Opin Plant Biol. 2002, 5: 94-100. 10.1016/S1369-5266(02)00240-6.View ArticlePubMedGoogle Scholar
- Bertin I, Zhu JH, Gale MD: SSCP-SNP in pearl millet – a new marker system for comparative genetics. Theor Appl Genet. 2005, 110: 1467-1472. 10.1007/s00122-005-1981-0.View ArticlePubMedGoogle Scholar
- Jing R, Knox MR, Lee JM, Vershinin AV, Ambrose M, Ellis TH, Flavell AJ: Insertional polymorphism and antiquity of PDR1 retrotransposon insertions in pisum species. Genetics. 2005, 171: 741-752. 10.1534/genetics.105.045112.PubMed CentralView ArticlePubMedGoogle Scholar
- Knox MR: The Regional Control of Chiasmata and Recombination Frequency in Pea (Pisum sativum L.). PhD thesis. 2005, Biological Sciences, University of East Anglia (UEA), NorwichGoogle Scholar
- Flavell AJ, Knox MR, Pearce SR, Ellis TH: Retrotransposon-based insertion polymorphisms (RBIP) for high throughput marker analysis. Plant J. 1998, 16: 643-650. 10.1046/j.1365-313x.1998.00334.x.View ArticlePubMedGoogle Scholar
- Ellis THN, Davies DR, Castleton JA, Bedford ID: The Organization and Genetics of Rdna Length Variants in Peas. Chromosoma. 1984, 91: 74-81. 10.1007/BF00286487.View ArticleGoogle Scholar
- Ellis N: Approaches to the genetic mapping of pea. In: Modern methods of plant analysis. 1994, Springer Berlin Heidelberg New York, 16:Google Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.