Genic SSRs for European and North American hop (Humulus lupulus L.)

Eight genic SSR loci were evaluated for genetic diversity assessment and genotype identification in Humulus lupulus L. from Europe and North America. Genetic diversity, as measured by three diversity indices, was significantly lower in European cultivars than in North American wild accessions. Neighbor Joining cluster analysis separated the hop genotypes into European and North American groups. These eight SSRs were useful in uniquely identifying each accession with the exception of two sets of European landraces and a pair of Japanese cultivars, ‘Shinshuwase’ and ‘Kirin II’. An accession from Manitoba grouped with the European (EU) cluster reflecting the group’s genetic similarity to older Manitoba germplasm used to develop ‘Brewer's Gold’ and the gene pool arising from this cultivar. Cultivars grouped closely with one of their immediate parents. ‘Perle’ grouped with its parent ‘Northern Brewer and ‘Willamette’ grouped with its parent ‘Fuggle H’. Wild American accessions were divided into two subgroups: a North Central group containing mostly H. lupulus var. lupuloides and a Southwestern group containing H. lupulus var. neomexicanus accessions. These eight SSRs will be valuable for genotype identification in European and wild American germplasm and may potentially prove useful for marker-assisted selection in hop. PCR products from four previously reported primer pairs that amplify the same intronic SSR regions as do the genic SSRs in this study were compared in eight common cultivars. Different primer pairs generated robust markers at the chs2 and chi loci. However, only the HLC-004B and HLC-006 primer pairs amplified successfully at the chs3 and chs4 loci. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

The influence of European and American wild germplasm in hop (<Emphasis Type="Italic">Humulus lupulus</Emphasis> L.) cultivars

Microsatellite variation at the nuclear and chloroplast genomes was evaluated for wild European and wild American hops, in order to assess the genetic diversity and origin of cultivated hops. Seven nuclear loci and 32 chloroplast loci were used in the analysis of 182 hop accessions including wild European (68), wild American (48), and cultivars (66). A total of 116 alleles were identified using 7 nuclear microsatellites showing different averages of polymorphism and distribution in the wild American and European accessions and cultivars. Two main groups were established as revealed by several statistical analyses; one including European wild accessions and cultivars and a second group consisting of American wild accessions. Three polymorphic chloroplast microsatellite loci were detected, six alleles were scored which defined a total of five haplotypes that were exclusive or presented different distribution between American and European wild accessions. A major influence of the wild European haplotypes was detected among hop cultivars. To the best of our knowledge, this is the first work reporting the use of chloroplast microsatellites in hops.     

Identification and genetic structure of wild Italian <Emphasis Type="Italic">Humulus lupulus</Emphasis> L. and comparison with European and American hop cultivars using nuclear microsatellite markers

Nine genic SSR loci were used to evaluate the genetic diversity and identify accessions in wild Italian Humulus lupulus L., in comparison with widely cultivated European and U.S. commercial cultivars. A collection of 80 wild hop samples from Italy and 43 hop cultivars from Europe and U.S., were characterized. Allelic frequency analysis revealed 65 distinct Italian genotypes and differentiated all the commercial cultivars; moreover, specific alleles were observed for wild and cultivated hops. The number of alleles identified in the wild population were 104 and 123 within all the accessions. The maximum polymorphic information content was evidenced for locus HlGA23 in the Italian wild population and in the whole set of accessions (0.905 and 0.902 respectively). The dendrogram constructed from Euclidean distance with the UPGMA method showed two main clusters, one including commercial American and European accessions and one mostly composed by wild Italian accessions. Model-based clustering (Bayesian method) placed the accessions into five germplasm groups, one of which was characterized by Italian genotypes only. The study showed for the first time the great biodiversity present in Italy, and the remarkable differences with European and American hops. It was also found that within the population of north-central Italy a large genetic variability is present, suited to be studied and exploited; this genetic wealth could be used in future breeding programs in order to develop new hop varieties carrying characteristics useful for brewers.     

Germplasm sources of protective glandular leaf trichomes of hop (<Emphasis Type="Italic">Humulus lupulus</Emphasis>)

We report here that small but numerous foliar glands are present near the base of the abaxial leaf blades of hop (Humulus lupulus L.) at about 2.6 times the density found in the more distal regions, and this concentration of glands appear to protect the basal region from damage by insects. Distinctive wild taxa of H. lupulus are native to distinctive regions of the north temperate world. The much higher presence of protective glands in the three native North American Humulus taxonomic varieties in comparison with the varieties native to Europe and Asia suggests specialized leaf feeders in North America have been responsible for the evolution of greater gland density. Commercial domesticated hop cultivars trace most of their germplasm to the European hop (H. lupulus var. lupulus), which possesses a much lower concentration of leaf glands than the native hops of all other regions of the world, and therefore is likely relatively susceptible to damage. We suggest that breeding for increased density of protective foliage glands may be a non-chemical way of alleviating foliar feeding damage in cultivated hops.     

Geographical variation of nuclear genome RFLPs and genetic differentiation in foxtail millet, Setaria italica (L.) P. Beauv.

Sixteen RFLP loci in 62 landraces were assayed to study geneticdifferentiation in foxtail millet, Setariaitalica (L.) P. Beauv. Among 52 bands, 47 werepolymorphic among foxtail millet landraces. A dendrogram constructedbased on RFLPs was divided into five major clusters (clusterI–V). Clusters I and II contained strains mainly from EastAsia. Cluster III consisted of strains from subtropical and tropicalregions in Asia such as Nansei Islands of Japan, Taiwan and thePhilippines and India and cluster IV consisted of some strains fromEast Asia, a strain from Nepal and a strain from Myanmar. Cluster Vcontained strains from central and western regions of Eurasia such asAfghanstan, Central Asia and Europe. Chinese landraces wereclassified into four clusters. These results indicate that foxtailmillet landraces have differentiated genetically between differentregions and that Chinese landraces were highly variable.     

Identification of artichoke SSR markers: molecular variation and patterns of diversity in genetically cohesive taxa and wild allies

A set of 24 microsatellite markers was identified in the artichoke genome, using various approaches. A genomic library allowed the development of 14 SSR markers, whereas the other 10 were obtained from gene intron/UTR regions or from other species. Allelic variation was scored in C. cardunculus (artichoke, cultivated cardoon, and wild cardoon) samples, and in other wild Cynara allies. For the 23 polymorphic loci, a total of 165 alleles were scored, 135 of which in the artichoke primary genepool, and the remaining ones in the other Cynara species. Some allele combinations were able to identify artichoke varietal types, and some alleles were unique to specific groups. This makes these markers potentially useful in product traceability and in contributing to the saturation of genetic maps. The percentage of shared alleles between C. cardunculus taxonomic groups, and Nei’s genetic distances indicated that wild cardoons from the Eastern Mediterranean were more closely related to artichoke and less to cultivated cardoon in comparison to wild cardoons from the Western Mediterranean, and the genetic distance between the two wild cardoon genepools was rather high. The UPGMA dendrogram based on Nei’s genetic distances revealed that artichokes formed a fairly defined cluster, whereas Eastern wild cardoons occupied another branch, and Western wild cardoons were clustered together with cultivated cardoons. The transferability of microsatellite markers to other Cynara wild species was quite good. Sequencing alleles at three loci showed that, apart from microsatellite length variation, point mutations and insertion/deletions were quite abundant especially when comparing C. cardunculus to the other Cynara species. In the sequenced regions, some SNPs were identified which distinguished artichoke on one side, and cultivated and wild cardoon on the other, while other SNPs were apportioned according to the geographic distribution of Cynara wild species.     

Close Genetic Proximity Between Cultivated and Wild Bactris gasipaes Kunth Revealed by Microsatellite Markers in Western Ecuador

Bactris gasipaes Kunth (peach palm or Pejibaye) is the only domesticated palm of the Neotropics. The genetic relationships between the crop and its wild relatives are still unclear. We undertook field and laboratory work in order to describe differentiation and relationships between the wild and cultivated populations of the species in Western Ecuador, and their possible interactions. A volumetric study was undertaken on the fruits of both populations, as well as a population genetic analysis in order to clarify these relationships. Fruits from cultivated plants collected in the region of sympatry of wild and cultivated plants in North-West Ecuador showed intermediate volumes between those of reference samples for the wild and cultivated plants in allopatry. Using 8 microsatellite loci, we assessed 83 wild and cultivated individuals from Western Ecuador and cultivated plants from Amazonia and Central America as a reference for the cultivated form. We detected high polymorphism in the wild and cultivated samples and low, but significant level of genetic differentiation between wild and cultivated populations. The cultivated population in North-Western Ecuador showed close genetic proximity with the sympatric wild population, consistent with the volumetric study. These results have implications for hypotheses on evolution of this crop and for strategies of genetic conservation of the wild forms.     

Genetic diversity in sweetpotato [Ipomoea batatas (L.) Lam.] in relationship to geographic sources as assessed with RAPD markers

Available evidence shows that sweetpotato originated from either Central or South American lowlands with subsequent dispersal to North America, Europe, Africa, Asia and the pacific islands. A total of 71 polymorphic RAPD molecular markers were used to assess the genetic relationships amongst 74 sweetpotato varieties originating from a total of 23 sweetpotato producing countries within six geographical regions, namely, South America, Central America/Caribbean, United States of America (USA), East Africa, Asia and Oceania. An Analysis of Molecular Variance (AMOVA) indicated that 93.4% of the total variance was due to the differences between genotypes within regions. The difference between regions was significant (P < 0.001) but only contributed 6.6% to the variance. Genetic distance (PhiST) calculated with AMOVA and multidimensional scaling (MDS) revealed that the South American and the Central American/Caribbean genotypes formed two separate clusters. East African varieties, which have unique characteristics from other traditional varieties, were distinct from other traditional varieties from South America and Oceania. These results support the reported hypothesis of the origin and dispersal of the sweetpotato and indicate that the primary centre of diversity probably has two distinct genepools. It is proposed that the dispersal of the sweetpotato from its origin may have mainly involved varieties from Central America/Caribbean as opposed to varieties from South America. There is an indication that new genepools may be evolving in Africa and Asia due to hybridisation and adaptation to the local environments.     

Genetic diversity in grasspea (Lathyrus sativus L.)

Genetic diversity was investigated in 348 accessions and subaccessions of grasspea (Lathyrus sativus L.) from 10 geographical regions. Polymorphism for 20 isozymes of 13 enzyme systems was studied to estimate the genetic diversity. The Near East and North Africa regions included the most variability for these isozyme systems, suggesting that the center of diversity (center of origin) for grasspea is in this general area. The lowest variability was found in accessions and subaccessions from South America, followed by those from Sudan–Ethiopia. Diversity was measured for individual loci over regions and EST-1 and SKDH had the highest genetic diversity. The closest genetic diversity was observed for LAP-2, followed by AAT-1 and PGM. The closest genetic distance existed between populations from the Near East and North Africa. Populations from South Asia and Sudan–Ethiopia, though geographically widely separated, exhibited a closer genetic distance from each other than from other regions.     

Genetic Survey of Chinese and Swedish Oilseed Rape (Brassica napus L.) by Simple Sequence Repeats (SSRs)

Eleven Chinese and twelve Swedish rapeseed (Brassica napus) genotypes were analysed by PCR with 41 microsatellite primers, generating a total of 50 loci. For these 50 loci, the number of alleles ranged from 1 to 14, and the average number of alleles per loci was 2.7. As an example of simple sequence repeat (SSR) scoring in Metaphor agarose gel, a single marker could distinguish 14 different DNA profiles. Based on cluster analysis (UPGMA), the dendrogram clearly distinguished three clusters, a cluster with exclusively Swedish genotypes, and two clusters with Chinese genotypes. The genetic diversity within the Chinese genotypes was broad compared to the genetic diversity within the Swedish material. The genetic similarity within the Swedish breeding lines ranged from 69.5 to 95.6%, while that of Chinese genotypes ranged from 57.1 to 81.6%. The results in this report will permit to establish a set of microsatellite primers that can be used for selecting appropriate parents for Brassica napus hybrids and for monitoring hybridity level.     

Genetic identity and relationships of Iranian apple (Malus?×?domestica Borkh.) cultivars and landraces, wild Malus species and representative old apple cultivars based on simple sequence repeat (SSR) marker analysis

In order to shed light on the role of Iran in apple evolution and domestication, we chose to investigate the relationships of a collection of 159 accessions of wild and domesticated apples including Iranian indigenous apple cultivars and landraces, selected wild species, and old apple scion and rootstock cultivars from different parts of the world. The majority of the wild species belonged to M. sieversii, which is widely believed to be the main maternal wild ancestor of domestic apples, from Kazakhstan and M. orientalis, which is one of the probable minor ancestors of domestic apples, from Turkey and Russia located on the east and west of Iran, respectively. The accessions were assigned into six arbitrary populations for the purpose of generating information on genetic parameters. Nine simple sequence repeat (SSR) loci selected from previous studies in apple were screened over DNA extracted from all the accessions. Results showed that all SSR loci displayed a very high degree of polymorphism with 11–25 alleles per locus. In total, there were 153 alleles across all loci with an average of 17 alleles per locus. The SSR allelic data were then used for estimation of population genetic parameters, including genetic variation statistics, F-statistics, gene flow, genetic identity, genetic distance and then cluster analysis using POPGENE 1.32 software. The F-statistics and gene flow in particular, showed that there was more intra-population than between population variation. The genetic identity and genetic distance estimates, and the dendrogram generated from the un-weighted pair group arithmetic average (UPGMA) method of cluster analysis showed that the Iranian cultivars and landraces were more closely related to M. sieversii from Central Asia (east of Iran) and M. orientalis native to Turkey and Russia than to other accessions of Malus species. Also, the old apple cultivars from different parts of the world have a closer genetic relationship to M. sieversii, M. orientalis and the Iranian apples, than to other wild species. Based on these results, we suggest that the Iranian apples may occupy an intermediate position between the domesticated varieties and wild species. We propose that Iran could be one of the major players in apples’ domestication and transfer from Central Asia to the western countries.     

Genetic Structure of Wild and Domesticated Populations of Capsicum annuum (Solanaceae) from Northwestern Mexico Analyzed by RAPDs

Levels of genetic variation and genetic structure of 15 wild populations and three domesticated populations of Capsicum annuum were studied by RAPD markers. A total of 166 bands (all of them polymorphic) and 126 bands (125 of them polymorphic) were amplified in wild and domesticated populations, respectively. Mean percentage of polymorphism was 34.2% in wild populations and 34.7% in domesticated populations. Mean and total genetic diversity were 0.069 and 0.165 for wild populations and 0.081 and 0.131 for domesticated populations. Parameters of genetic diversity estimated from 54 bands with frequencies ≥1 − (3/n) (n = sample size) showed that 56.7% of the total variation was within and 43.3% among wild populations, whereas 67.8% of the variation was within and 32.2% among domesticated populations. AMOVA indicated that total genetic diversity was equally distributed within (48.9 and 50.0%) and among (50.0 and 51.1%) populations in both wild and domesticated samples. Wild and domesticated populations were clearly resolved in a UPGMA dendrogram constructed from Jaccard’s distances (average GD = 0.197), as well as by AMOVA (17.2% of variance among populations types, p = 0.001) and by multidimensional scaling analysis. Such differentiation can be associated with domestication as well as different origin of gene pools of the wild (Northwestern Mexico) and cultivated (more probably Central Mexico) samples analyzed. The considerable genetic distances among cultivars (average GD = 0.254) as well as the high number of diagnostic bands per cultivar (33 out of 126 bands), suggest that genetic changes associated with domestication could have resulted from artificial selection intervening in different directions, but the inclusion of more domesticated samples might clarify the nature of distinctions detected here.     

Representation of wild Lactuca spp. (Asteraceae, Lactuceae) in world genebank collections

The spread of the genus Lactuca worldwide includes 16 species in Europe, 51 in Asia, 43 in Africa and 12 in America (mostly North American subcontinent). Natural distributions of Lactuca spp. are compared with the representation of wild Lactuca spp. in world genebank collections as recently summarized in the International Lactuca database (ILDB). A total of 27 wild Lactuca species are reported in world genebank collections in the ILDB, however, due to incorrect taxonomic determination the real number of species is lower. The substantial part (92%) of the collections is represented only by three species (L. serriola, L. saligna, L. virosa) and from a geographic viewpoint they are mostly European in origin. The autochthonous species originating from other continents (Asia, Africa, America), which form c. 83% of known Lactuca spp. richness, are very poorly represented in collections (only c. 3%). The majority of accessions originate from Europe (59%) and Asia (37%), nevertheless the whole area of natural distribution is not well covered. An extremely low number of accessions is available from Africa and America (2% each). Thus, the global biodiversity of Lactuca spp. germplasm is represented very poorly and is biased in genebank collections. For future studies of taxonomy, phytogeography, ecology, phylogenetic relationships, genetic diversity, inter- and intra-population structure, resistance research and practical breeding exploitation of wild Lactuca spp. germplasm, plant material from a wider ecogeographic distribution must be collected and introduced into genebank collections more intensively.     

Genetic diversity of cowpea [<Emphasis Type="Italic">Vigna unguiculata</Emphasis> (L.) Walp.] in four West African and USA breeding programs as determined by AFLP analysis

Cowpea is an important grain legume and hay crop of many tropical and subtropical regions, especially in the dry savanna region of West Africa. The cowpea gene pool may be narrow because of a genetic bottleneck during domestication. Genetic variation within specific breeding programs may be further restricted due to breeding methods, ‘founder effects’ and limited exchange of germplasm between breeding programs. Genetic relationships among 60 advanced breeding lines from six breeding programs in West Africa and USA, and 27 landrace accessions from Africa, Asia, and South America were examined using amplified fragment length polymorphism (AFLP) markers with six near infrared fluorescence labeled EcoRI + 3/1bases/MseI + 3/1bases primer sets. A total of 382 bands were scored among the accessions with 207 polymorphic bands (54.2%). Despite a diverse origin, the 87 cowpea accessions shared a minimum 86% genetic similarity. Principal coordinates analysis showed clustering of breeding lines by program origin, indicating lack of genetic diversity compared to potential diversity. Accessions from Asia and the Americas overlapped and were distinct from West African breeding lines, indicating that germplasm from Asia and the Americas have common origins outside West Africa. US and Asian breeding programs could increase genetic variability in their programs substantially by incorporating germplasm from West Africa, while national programs in West Africa should consider introgression of Asian germplasm and germplasm from other parts of Africa into their programs to ensure long-term gains from selection.     

Diversity analysis of Central Asia and Caucasian lentil (<Emphasis Type="Italic">Lens</Emphasis><Emphasis Type="Italic">culinaris</Emphasis> Medik.) germplasm using SSR fingerprinting

Diversity analysis was performed among 39 cultivated lentil (Lens culinaris Medik.) accessions of Central Asia and Caucasian origin using five highly polymorphic microsatellite markers. A total of 33 alleles determined ranging from 3 to 8 per locus. Estimated gene diversity value for 33 loci was 0.66. Genetic similarity indices among 39 accessions ranged from 0.24 to 1.0. Cluster analysis using the unweighted pair group method with arithmetic mean method classified accessions into six major groups at 0.5 similarity coefficient. More than half accessions from Tajikistan formed large cluster. On the other hand, a few accessions from each country showed unique genotypes. Overall, most of the accessions, except ones with closely related origin, were distinguished by the present high quality DNA fingerprinting. This molecular diversity information gives important basis for conservation strategy in gene bank and exotic germplasm introduction in breeding programs in Central Asia and Caucasian countries.     

Low genetic variation for Dendrobaena octaedra from Greenland compared to populations from Europe and North America: Refuge or selection?

The genetic relationship of 345 specimens of the parthenogenetic lumbricid Dendrobaena octaedra from Greenland, Canada and Europe were analysed by means of isozymes. The results showed that populations from Greenland were markedly different from Canadian and European populations, suggesting that dispersal between Greenland and the continents has been much more restricted in the past than dispersal between North America and Europe. This observation supports to the notion that Greenland populations have persisted for a long period and perhaps have survived the last glacial period in ice-free refugia. A highly significant positive correlation was seen between diversity measured either as mean haploid diversity or clonal diversity and mean temperature of the annual coldest month. These results indicate that temperature might cause selection in colder climates or that sexual processes in D. dendrobaena could have been active recently on an evolutionary time scale.     

On the use of SSR markers for the genetic characterization of the <Emphasis Type="Italic">Agropyron cristatum</Emphasis> (L.) Gaertn. in Northern China

Genetic diversity of 69 populations of Agropyron cristatum (L.) Gaertn. originated from various regions of northern China was analyzed using 29 polymorphic microsatellite primers that were mapped on the wheat genome. The number of polymorphic bands ranged from 2 (Xgwm285, Xgwm43, Xgwm291, and Xgwm257) to 27 (Xgwm314) with an average of 10.480. The highest genetic diversity value was detected in the populations from Xinjiang Province (0.735), and the lowest was observed in populations from Qinghai Province (0.553). The proportion of diversity among and within regions was 16.9% and 83.1% of the total variation, respectively. According to the dendrogram generated by UPGMA cluster analysis based on Nei’s genetic distance matrix, all the populations of A. cristatum were distinctly clarified. At the Nei’s distance of 0.62, the populations were divided into 6 groups. The phenogram indicated that populations from similar ecogeographical regions were clustered together. The principal coordinate analysis showed that the populations from Inner Mongolia were more closely related to each other, and were less variable than the populations from Xinjiang Province.     

A Preliminary Comparative Evaluation of Genetic Diversity between Chinese and Japanese Wild Soybean (<Emphasis Type="Italic">Glycine soja</Emphasis>) Germplasm Pools using SSR markers

The wild soybean, an annual self-pollinating plant, is the progenitor of soybeans and is extensively distributed in the Far East of Russia, the Korea peninsula, China and Japan. Geographically, Japan is surrounded by sea and insulated from China. We preliminarily evaluate whether the Japanese and Chinese wild soybean germplasm pools are genetically differentiated from each other using SSR markers. The results showed that the two pools have great genetic differentiation. Some loci presented obvious differences in mean genetic divergence (G_ST) value between the two pools. The G_ST among the geographic regions in China was higher than that in Japan. The average within-geographic region gene diversity values (H_S) in the two pools were completely identical and thus the genetic difference between the two pools was mostly attributed to the relatively high level of between-geographic region gene diversity (D_ST) in China. We suggest that Japanese and Chinese wild soybeans should be comparatively independently evolving in phylogeny.     

Genetic diversity and relationships among safflower (<Emphasis Type="Italic">Carthamus tinctorius</Emphasis> L.) analyzed by inter-simple sequence repeats (ISSRs)

Genetic diversity and relationships among 48 safflower accessions were evaluated using 22 inter-simple sequence repeats (ISSR) primers. A total of 429 bands were amplified, and 355 bands (about 82.7%) were polymorphic. Five to forty-one polymorphic bands could be amplified by each primer, with an average of 16.1 polymorphic bands per primer. The results showed that the polymorphism of the safflower germplasm was higher at the DNA level. All the 48 accessions could be distinguished by ISSR markers and were divided into 9 groups based on ISSR GS by using UPGMA method. The genetic relationships among the accessions from different continents were closer. Comparatively, the genetic diversity of the accessions originated from Asia was higher, from Europe assembled. The results also showed that the genetic variation of accessions from Indian and Middle Eastern safflower diversity centers were relatively higher. ISSR is an effective and promising marker system for detecting genetic diversity among safflower and give some useful information on its phylogenic relationships.     

Resistance gene analog polymorphisms (RGAPs) in wild emmer wheat (<Emphasis Type="Italic">Triticum dicoccoides</Emphasis>) and their ecological associations

Using the 8 specific primer pairs based on the conserved motifs of plant resistance genes, the plant disease resistance gene analog polymorphisms (RGAPs) in 15 wild emmer wheat (Triticum dicoccoides) populations from Israel had been detected. High genetic variations at the RGAP loci were observed in T. dicoccoides populations. A total of 254 discernible bands were obtained among 115 accessions, and 192 bands (75.6%) were polymorphic. Each genotype had a unique banding profile, and the genetic similarity coefficient ranged from 0.094 to 0.862. In T. dicoccoides, the proportion of polymorphic loci (P), the genetic diversity (He) and Shannon’s information index were 0.756, 0.362 and 0.541, respectively. The proportion of polymorphic loci (P) per population averaged 0.732 (range: 0.515–0.932); genetic diversity (He) averaged 0.271 (range: 0.212–0.338); and Shannon’s information index averaged 0.404 (range: 0.310–0.493). The coefficients of genetic distance (D) among populations averaged 0.107 (range: 0.043–0.178), and the results of Mantel test (r = 0.168, P = 0.091) showed that the estimates of genetic distance were geographically independent. Neighbor-joining cluster analysis suggested that the genetic relationships of T. dicoccoides populations were associated with their ecogeographic distribution. The hierarchical analysis of molecular variance (AMOVA) and the coefficient of gene differentiation (G _ST ) values revealed that most of the variations were presented within populations, although significant differences among populations and regions were also detected. The values of P and Shannon’s information index were negatively correlated with the two factors: Tdd (day–night temperature difference) and Ev (mean annual evaporation), whereas they were positively correlated with one water factor: Rn (mean annual rainfall). The correlation matrix between He in the RGAPs and geographic variables contained 20 significant (P < 0.05) correlations. The present study established that T. dicoccoides in Israel had a considerable amount of genetic variations at RGAP loci at least partly correlated with ecological factors.