Genetic diversity in some grape varieties revealed by SCoT analyses

Start codon targeted (SCoT) polymorphic markers were used to assess genetic relationships among 64 grape varieties. Seventeen informative primers were selected from 36 SCoT primers based on their ability to produce clear and repeatable polymorphic and unambiguous bands among the varieties. A total of 131 bands were produced; 93.1% of them were polymorphic; the average polymorphism information content was 0.82. Cluster analysis of SCoT markers through the unweighted pair-group method of arithmetic averages analysis and principal coordinate analysis were largely consistent. The partition of clusters in the dendrogram and PCoA plot was similar and some degree of grouping by types of grape and taxonomic status of the varieties was revealed. Four main groups were found after cluster analysis, i.e. table grape of Vitis vinifera; table grape of Euro-America hybrid; wine grape of V. vinifera and wild Vitis species. The results showed that the wild Vitis species originated from America and China could be clearly differentiated. The results also indicated that SCoT markers are informative and could be used to detect polymorphism for grape varieties.     

Genetic relationship between Chinese wild Vitis species and American and European Cultivars based on ISSR markers

Inter-simple sequence repeat (ISSR) markers were employed to detect the genetic diversity among 70 grape accessions including 52 clones of 17 Chinese wild grape species, seven interspecific hybrids, 10 Vitis vinifera L. cultivars, and one strain of Vitis riparia L. A total of 119 polymorphic bands with an average of 11.9 per primer were observed. The unweighted pair-group method (UPGMA) analysis indicated that the 70 clones or accessions had a similarity range from 0.08 to 0.93, indicating that abundant diversities exist among these accessions. Based on cluster analysis and principal coordinate analysis, all accessions could be divided into two major groups, the Chinese wild grape group, and the American and European cultivar group. The largest distance was found among V. riparia MichX, Vitis piasezkii, V. vinifera L. interspecific hybrid (Vitis binifera × V. labrusca) and the wild grapes native to China.     

Genetic Analysis of East Asian Grape Cultivars Suggests Hybridization with Wild Vitis

Koshu is a grape cultivar native to Japan and is one of the country’s most important cultivars for wine making. Koshu and other oriental grape cultivars are widely believed to belong to the European domesticated grape species Vitis vinifera. To verify the domesticated origin of Koshu and four other cultivars widely grown in China and Japan, we genotyped 48 ancestry informative single nucleotide polymorphisms (SNPs) and estimated wild and domesticated ancestry proportions. Our principal components analysis (PCA) based ancestry estimation revealed that Koshu is 70% V. vinifera, and that the remaining 30% of its ancestry is most likely derived from wild East Asian Vitis species. Partial sequencing of chloroplast DNA suggests that Koshu’s maternal line is derived from the Chinese wild species V. davidii or a closely related species. Our results suggest that many traditional East Asian grape cultivars such as Koshu were generated from hybridization events with wild grape species.     

DNA Profiling and Assessment of Genetic Relationships Among Important Seedless Grape (Vitis vinifera) Varieties in India Using ISSR Markers

In the present work, 43 seedless grape (Vitis vinifera) varieties were evaluated using 14 informative ISSR primers. A total of 119 bands were scored, out of which 79% were polymorphic. The level of polymorphism varied according to the primers which was evident also from different Resolving Power values of the individual primers. Based on the DNA fingerprint data of only three primers (UBC 857, 888 and 890), all the varieties except one could be identified. UPGMA cluster analysis revealed high degree of similarity among the varieties. Distinct subgroups based on the berry colour were observed. No intravarietal differences were detected. Overall grouping was in accordance with morphological characters and pedigree, proving usefulness of ISSR markers to assess genetic relationships among grape varieties.     

Genomics Assisted Ancestry Deconvolution in Grape

The genus Vitis (the grapevine) is a group of highly diverse, diploid woody perennial vines consisting of approximately 60 species from across the northern hemisphere. It is the world’s most valuable horticultural crop with ~8 million hectares planted, most of which is processed into wine. To gain insights into the use of wild Vitis species during the past century of interspecific grape breeding and to provide a foundation for marker-assisted breeding programmes, we present a principal components analysis (PCA) based ancestry estimation method to calculate admixture proportions of hybrid grapes in the United States Department of Agriculture grape germplasm collection using genome-wide polymorphism data. We find that grape breeders have backcrossed to both the domesticated V. vinifera and wild Vitis species and that reasonably accurate genome-wide ancestry estimation can be performed on interspecific Vitis hybrids using a panel of fewer than 50 ancestry informative markers (AIMs). We compare measures of ancestry informativeness used in selecting SNP panels for two-way admixture estimation, and verify the accuracy of our method on simulated populations of admixed offspring. Our method of ancestry deconvolution provides a first step towards selection at the seed or seedling stage for desirable admixture profiles, which will facilitate marker-assisted breeding that aims to introgress traits from wild Vitis species while retaining the desirable characteristics of elite V. vinifera cultivars.     

Molecular diversity analysis of grape varieties based on iPBS markers

Thirty-five grape varieties were evaluated for their molecular diversities based on inter-primer binding site (iPBS) markers. Fifteen selected iPBS primers generated a total of 99 polymorphic DNA bands with 86.3% polymorphism. The effectiveness of iPBS marker is comparable to or even more efficient than other retrotransposon-based markers in grape. The differentiation between cultivated and wild grape varieties were clearly showed by both UPGMA cluster analysis and PCoA analysis revealing that Chinese cultivated and wild grape germplasm are highly divergent and possess abundant genetic diversities. This study also confirmed that the iPBS marker is a simple, informative, reproducible and suitable method for grape genetic diversity evaluation.     

The effects of artificial selection on sugar metabolism and transporter genes in grape

Sugar content is a key feature of grape quality. The sugar content of grapes has been significantly improved after nearly a thousand years of artificial selection. However, the mechanism underlying the changes in the grape sugar content during the process of artificial selection remains largely unknown although several genes involved in sugar metabolism and transportation in grape have been identified. In this study, the genomes of 13 wild Vitis species and 14 cultivated Vitis vinifera accessions were resequenced to 2–5 X depth using the Illumina Hiseq2000 platform. Genetic variation of 138 genes involved in sugar biosynthesis and transport was investigated, and 7,690 and 12,717 single nucleotide polymorphisms/insertions and deletions (SNPs/InDel) were identified within the cultivated V. vinifera and wild Vitis species, respectively. The percentages of SNPs/InDels were 0.93 and 1.54 % in cultivated and wild species, respectively, and the wild Vitis species had 1.65-fold more SNPs/InDels than the cultivated V. vinifera. Moreover, the distribution of SNPs/InDels in gene regions was also investigated. Eight genes (HT4, PPFTK4, PPFTK6, PMT3, SPS1, HT8, HT15, SUSy1) showed low level of allelic diversity in cultivated species, suggesting they might have undergone purifying selection during the domestication process of grapes. Our genome DNA resequencing data provided a valuable resource for analyzing the effects of artificial selection on trait-related pathways in grape. The result that eight genes showed lower level of DNA variation in cultivated species than in wild species will be very helpful in understanding sugar accumulation in grapes.     

Study of the relationship between the cultivars of Vitis vinifera and the white-fruited and hermaphrodite Chinese wild grapes

Chinese wild grapes are almost exclusively dioecious and black-fruited, with rare reports of white and hermaphrodite types in V. davidii. To reveal the molecular mechanisms of these phenotypic variations, specific primers were designed to detect the genotypes of mybA-related genes in Vitis species, including the Chinese wild Vitis species, V. riparia, V. rupestris, cultivars of Vitis vinifera and its hybrids. We report here that three mybA-related genes, VvmybA1a, VvmybA2 and VvmybA3, were only detected in cultivars of V. vinifera and its hybrids, but not in V. riparia, V. rupestris or Chinese wild Vitis species, indicating that these genes could be used to test the genetic relationship to V. vinifera. On the other hand, the genes were not detected in the dioecious varieties of V. davidii, but were in the hermaphrodites. In particular, the white-fruited varieties were homozygous for VvmybA1a and showed a low expression of mybA-related genes and UFGT during the entire maturation period. Simple sequence repeat analysis showed that the hermaphrodite varieties of V. davidii, including the white-fruited varieties, were more closely related to V. vinifera cv. Pinot Noir and V. labruscana cv. Kyoho. These results suggested that the white-fruited and hermaphrodite varieties of V. davidii could be the result of its crossing with V. vinifera. It provides a new approach to identify truly Chinese wild varieties and to search for possible hybridization events.     

Variation in recombination rates across Vitis species

Recombination rate data are presented for three populations of grape based on framework genetic linkage maps developed with simple-sequence repeat markers. These linkage maps were constructed from different Vitis species and represent three genetic backgrounds. The first population is pure Vitis vinifera, derived from a cross of the European cultivars Riesling and Cabernet Sauvignon. The second is an interspecific cross between two commercially used rootstock cultivars of different North American Vitis species parentage, Ramsey (Vitis champinii) and Riparia Gloire (Vitis riparia). The third population, D8909-15 (Vitis rupestris × (Vitis arizonica/Vitis girdiana form)) × F8909-17 (V. rupestris × (V. arizonica/Vitis candicans form)), is an F1 from two half-sibs. Genome-wide and chromosome-wide recombination rates varied across the three populations and among the six Vitis parents. Global recombination rates in the parents of the third F1 population, with a complex Vitis background, were significantly reduced. In the first and third populations, the recombination rate was significantly greater in the male parent. Specific genome locations with frequent heterogeneity in recombination were identified, suggesting that recombination rates are not equal across the Vitis genome. The identification of regions with suppressed or high recombination will aid grape breeders and geneticists who rely on recombination events to introgress disease resistance genes from the genomes of wild Vitis species, develop fine-scale genetic maps, and clone disease resistance genes. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

Linkage Mapping and Molecular Diversity at the Flower Sex Locus in Wild and Cultivated Grapevine Reveal a Prominent SSR Haplotype in Hermaphrodite Plants

Cultivars used for wine and table grape have self-fertile hermaphrodite flowers whereas wild European vines and American and Asian species are dioecious, having either male or female flowers. Consistent with previous studies, the flower sex trait was mapped as a single major locus on chromosome 2 based on a pure Vitis vinifera population segregating for hermaphrodite and female progeny, and a hybrid population producing all three flower sex types. The sex locus was placed between the same SSR and SNP markers on both genetic maps, although abnormal segregation hampered to fine map the genomic region. From a total of 55 possible haplotypes inferred for three SSR markers around the sex locus, in a population of 132 V. sylvestris accessions and 171 V. vinifera cultivars, one of them accounted for 66 % of the hermaphrodite individuals and may be the result of domestication. Specific size variants of the VVIB23 microsatellite sequence within the 3′-UTR of a putative YABBY1 gene were found to be statistically significantly associated with the sex alleles M, H and f; these markers can provide assistance in defining the status of wild grapevine germplasm.     

The timing and the mode of evolution of wild grapes (Vitis)

Wild grapes are woody climbers, found mostly in temperate regions of the northern hemisphere, comprising the genus Vitis. Despite its importance, the evolutionary history of Vitis is still contentious. Past studies have led to conflicting hypotheses about the phylogeny, speciation events, and biogeographic history of the genus. Here we investigate the evolutionary history of Vitis using data from four chloroplast spacers (trnH-psbA, trnK-rps16, trnF-nahJ, and rpl32-trnL) and the nuclear gene RPB2-I, and we explore mechanisms that could have shaped the observed distribution of current species. Maximum likelihood and Bayesian analyses provided similar results, strongly supporting the presence of two subgenera and suggesting a species clustering within subgenus Vitis that mainly mirrors the disjunction between the Old and New World. Vitis vinifera subsp. sylvestris was found to be sister to the Asian species while three major clades were found in the American species. A network approach confirmed the main geographic groups and highlighted different chloroplast haplotype patterns between Asian and American species. Molecular dating analysis provided the time boundaries to discuss our results. Our study shows wild grape diversification to be a continuous and complex process that concerned the Tertiary as well as the Quaternary, most likely involving both geographical and climatic forces. Local variations in extent and timing of these forces were discussed based on observed differences between groups. In the context of the Tertiary–Quaternary debate, we provide evidence in favor of the “continuous hypothesis” to explain present diversity. Finally, two directions for future research are highlighted: (i) was the earliest grape American or Asian? and (ii) are all modern grape species real?     

Characterization of sequence polymorphisms from microsatellite flanking regions in <Emphasis Type="Italic">Vitis</Emphasis> spp

Single nucleotide polymorphisms or SNPs are the most abundant form of genetic variation in the genome of plants and animals. Microsatellites are hypervariable regions of genome, while their flanking regions are assumed to be as conserved as the average of the genome. In the present study, flanking sequences of 10 microsatellite loci were compared in different cultivars of Vitis to determine the existing polymorphism. For every microsatellite, about 8 homozygous cultivars (regarding the microsatellite genotype) were chosen for sequencing. A total of 45 different varieties of Vitis and 91 sequences were analysed. Sequence polymorphisms were detected for all the microsatellite flanking regions studied, including single nucleotide polymorphisms (SNPs), insertions and deletions. The number of identified changes varied considerably among the loci with a frequency of one polymorphism every 41 nucleotides, being VVMD5 the most polymorphic one. A number of SNPs were used to design SNP markers, which were scored by dideoxy single base primer extension and capillary electrophoresis methodology. These SNP markers were employed to genotype 21 cultivars of Vitis vinifera and 4 varieties of other Vitis species. The utility of the markers developed as well as their utility for varietal identification and pedigree studies is discussed, using a similar study carried out with the 10 microsatellites as a reference.     

Characterization of new microsatellite loci from Vitis vinifera and their conservation in some Vitis species and hybrids

We present here characterization data for seven new microsatellite markers designed from new microsatellite loci isolated from a microsatellite‐enriched DNA library from Vitis vinifera. The observed heterozygosity varied from 0.73 up to 0.93 and the number of alleles per locus ranged from 12 to 26. This high polymorphism makes these new markers interesting for use in genotyping studies and completing the set of microsatellite markers already available for V. vinifera. Additionally these seven new markers appear to be conserved in four other Vitis species and 15 Vitis hybrids used as rootstocks for V. vinifera cultivation.     

AFLP analysis of genetic relationships among aromatic grapevines (<Emphasis Type="Italic">Vitis vinifera</Emphasis>)

Genotypic diversity has been detected among aromatic grapevines (Vitis vinifera) by molecular markers (AFLPs). The 22 primer-pairs generated a total of 1,331 bands of which 564 (40%) were polymorphic over all the genotypes. The bootstrap analysis pointed out that a large number of polymorphic bands (200–400) has to be used for a better estimation of the genetic distances among genotypes; 383 polymorphic AFLP bands were used for the cluster and the principal coordinate analyses because they did not present missing data across all the genotypes. The cluster analysis (UPGMA), based on polymorphic AFLP markers, revealed no relationship between the Moscato and Malvasia grapevines. The Malvasias, unlike the Moscatos distinguished by their distinct muscat aroma, have to be considered a more complex group because it includes muscat and non-muscat grapevines. The principal coordinate analysis (PCO) confirmed the pattern of the cluster analysis only for those varieties which presented a low coefficient of dissimilarity, while for the other varieties there was no correspondence between the two analyses. The pattern of aggregation among aromatic grapevines in the cluster and principal coordinate analyses does not support any classification that might include an aromatic grapevine group in V. vinifera. Even though some synonyms and homonyms are present among aromatic grapevines (V. vinifera), genetic diversity exists among genotypes in AFLP markers.Communicated by H.F. Linskens     

An improved embryo-rescue protocol for hybrid progeny from seedless Vitis vinifera grapes × wild Chinese Vitis species

A highly efficient technique of embryo rescue is critical when using stenospermocarpic Vitis vinifera cultivars (female parents) to breed novel, disease-resistant, seedless grape cultivars by hybridizing with wild Chinese Vitis species (male parents) having many disease-resistance alleles. The effects of various factors on the improvement of embryo formation, germination, and plantlet development for seven hybrid combinations were studied. The results indicated that Beichun and Shuangyou were the best male parents. The best sampling time for ovule inoculation differed among the female parents. When hybrid ovules were cultured on a double-phase medium with five different solid medium types, percent embryo formation was highest (11.3–28.3%) on a modified MM3 medium. Percentages of embryo germination (15.4–55.4%) and plantlet development (11.15–44.6%) were all highest when embryos were cultured on Woody Plant Medium?+?5.7 μM indole-3-acetic acid?+?4.4 μM 6-benzylaminopurine?+?1.4 μM gibberellic acid?+?2% sucrose?+?0.05% casein hydrolysate?+?0.3% activated charcoal?+?0.7% agar. In the absence of other amino acids, the addition of proline significantly increased embryo formation (36.1%), embryo germination (64.6%), and plantlet development (90.5%). A highly efficient protocol has been developed for hybrid embryo rescue from seedless V. vinifera grapes?×?wild Chinese Vitis species that results in a significant improvement in breeding efficiency for new disease-resistant seedless grapes.     

Multiple loss-of-function 5-O-glucosyltransferase alleles revealed in Vitis vinifera,but not in other Vitis species

Key message

Wild and loss-of-function alleles of the 5 - O - glucosyltransferase gene responsible for synthesis of diglucoside anthocyanins in Vitis were characterized. The information aids marker development for tracking this gene in grape breeding.

Abstract

Anthocyanins in red grapes are present in two glycosylation states: monoglucoside (3-O-glucoside) and diglucoside (3, 5-di-O-glucoside). While monoglucoside anthocyanins are present in all pigmented grapes, diglucoside anthocyanins are rarely found in the cultivated grape species Vitis vinifera. Biochemically 3-O-glucoside anthocyanins can be converted into 3,5-di-O-glucoside anthocyanins by a 5-O-glucosyltransferase. In this study, we surveyed allelic variation of the 5-O-glucosyltransferase gene (5GT) in 70 V. vinifera ssp. vinifera cultivars, 52 V. vinifera ssp. sylvestris accessions, 23 Vitis hybrid grapes, and 22 accessions of seven other Vitis species. Eighteen 5GT alleles with apparent loss-of-function mutations, including seven premature stop codon mutations and six frameshift indel mutations, were discovered in V. vinifera, but not in the other Vitis species. A total of 36 5GT alleles without apparent loss-of-function mutations (W-type) were identified. These W-type alleles were predominantly present in wild Vitis species, although a few of them were also found in some V. vinifera accessions. We further evaluated some of these 5GT alleles in producing diglucoside anthocyanins by analyzing the content of diglucoside anthocyanins in a set of representative V. vinifera cultivars. Through haplotype network analysis we revealed that V. vinifera ssp. vinifera and its wild progenitor V. vinifera ssp. sylvestris shared many loss-of-function 5GT alleles and extensive divergence of the 5GT alleles was evident within V. vinifera. This work advances our understanding of the genetic diversity of 5GT and provides a molecular basis for future marker-assisted selection for improving this important wine quality trait.     

High throughput analysis of grape genetic diversity as a tool for germplasm collection management

Using 20 SSR markers well scattered across the 19 grape chromosomes, we analyzed 4,370 accessions of the INRA grape repository at Vassal, mostly cultivars of Vitis vinifera subsp. sativa (3,727), but also accessions of V. vinifera subsp. sylvestris (80), interspecific hybrids (364), and rootstocks (199). The analysis revealed 2,836 SSR single profiles: 2,323 sativa cultivars, 72 wild individuals (sylvestris), 306 interspecific hybrids, and 135 rootstocks, corresponding to 2,739 different cultivars in all. A total of 524 alleles were detected, with a mean of 26.20 alleles per locus. For the 2,323 cultivars of V. vinifera, 338 alleles were detected with a mean of 16.9 alleles per locus. The mean genetic diversity (GDI) was 0.797 and the level of heterozygosity was 0.76, with broad variation from 0.20 to 1. Interspecific hybrids and rootstocks were more heterozygous and more diverse (GDI?=?0.839 and 0.865, respectively) than V. vinifera cultivars (GDI?=?0.769), Vitis vinifera subsp. sylvestris being the least divergent with GDI?=?0.708. Principal coordinates analysis distinguished the four groups. Slight clonal polymorphism was detected. The limit between clonal variation and cultivar polymorphism was set at four allelic differences out of 40. SSR markers were useful as a complementary tool to traditional ampelography for cultivar identification. Finally, a set of nine SSR markers was defined that was sufficient to distinguish 99.8% of the analyzed accessions. This set is suitable for routine characterization and will be valuable for germplasm management.     

Musa Genetic Diversity Revealed by SRAP and AFLP

The sequence-related amplified polymorphism (SRAP) technique, aimed for the amplification of open reading frames (ORFs), vis-â-vis that of the amplified fragment length polymorphisms (AFLP) were used to analyze the genetic variation and relationships among forty Musa accessions; which include commercial cultivars and wild species of interest for the genetic enhancement of Musa. A total of 403 SRAP and 837 AFLP amplicons were generated by 10 SRAP and 15 AFLP primer combinations, of which 353 and 787 bands were polymorphic, respectively. Both cluster analysis of unweighted pair-grouping method with arithmetic averages (UPGMA) and principal coordinate (PCO) analysis separated the forty accessions into their recognized sections (Eumusa, Australimusa, Callimusa and Rhodochlamys) and species. The percentage of polymorphism amongst sections and species and the relationships within Eumusa species and subspecies varied between the two marker systems. In addition to its practical simplicity, SRAP exhibited approximately threefold more specific and unique bands than AFLP, 37 and 13%, respectively. SRAP markers are demonstrated here to be proficient tools for discriminating amongst M. acuminata, M. balbisiana and M. schizocarpa in the Eumusa section, as well as between plantains and cooking bananas within triploid cultivars.     

Genetic diversity assessment of a germplasm collection of Salvia miltiorrhiza Bunge. based on morphology,ISSR and SRAP markers

Salvia miltiorrhiza is one of the most important traditional Chinese medicinal plants for its therapeutic effects. In the present study, morphological traits, ISSR (inter-simple sequence related) and SRAP (sequence-related amplified polymorphism) markers were used to analyze the genetic diversity of 59 S. miltiorrhiza phenotypes. Out of the 100 ISSR primers and 100 SRAP primer combinations screened, 13 ISSRs and 7 SRAPs were exploited to evaluate the level of polymorphism and discriminating capacity. The results showed that the 13 ISSRs generated 190 repeatable amplified bands, of which 177 (93.2%) were polymorphic, with an average of 13.6 polymorphic fragments per primer. The 7 SRAPs produced 286 repeatable amplified bands, of which 266 (93.4%) were polymorphic, with an average of 38.1 polymorphic fragments per primer. Cluster analysis readily separated different morphological accessions, wild and cultivated controls based on morphological traits, ISSR and SRAP markers. The study indicated that morphological traits, ISSR and SRAP markers were reliable and effective for assessing the genetic diversity of phenotypic S. miltiorrhiza accessions. The overall results suggested that the introduction of genetic variation from morphology-based germplasms enlarged the genetic base for the collection, conservation and further breeding program of S. miltiorrhiza germplasm.     

Retrotransposon-based molecular markers for grapevine species and cultivars identification

Insertional polymorphisms of two copia-like (Vine-1, Tvv1) and one gypsy-like (Gret1) retrotransposon found in the grapevine genome were studied in 29 Vitis genotypes (Vitis arizonica, Vitis cinerea, Vitis labrusca, Vitis rupestis, Vitis rotundifolia, Vitis vinifera subsp. sylvestris and 23 V. vinifera subsp. sativa) using inter-retrotransposon amplified polymorphism (IRAP), retrotransposon-microsatellite amplified polymorphism (REMAP) and sequence-specific amplified polymorphism (SSAP) techniques. IRAP, REMAP and SSAP polymorphisms were compared with amplified fragment length polymorphism (AFLP), Inter-single sequence repeats (ISSR) and SSR polymorphisms by evaluating the information content, the number of loci simultaneously analysed per experiment, the effectiveness of the analyses in assessing the relationship between accessions and the number of loci needed to obtain a coefficient of variation of 10%. The UPGMA dendrograms of each molecular marker system were compared and the Mantel matrix correspondence test was applied. Furthermore, the corresponding insertion ages of the transposable elements were estimated for each retrotransposon subfamily analysed. The presence of Gret1, Tvv1 and Vine-1 retrotransposons in all analysed genotypes suggests that copia-like and gypsy-like retrotransposons are widespread in Vitis genus. The results indicate that these retrotransposons were active before Vitis speciation and contributed to Vitis genus evolution. IRAP, REMAP and SSAP markers allow the discrimination of Vitis species and V. vinifera subsp. sativa cultivars with certainty as has been shown with AFLP, ISSR and SSR analyses, but phylogenetic trees obtained by retrotransposon-based molecular markers polymorphisms show some significant differences in the allocation of the analysed accessions compare to those obtained by ISSR, AFLP and SSR molecular markers. The phylogenetic tree resulting from REMAP polymorphism appeared the most representative of the effective relationship between all analysed accessions.