Diversity and Species Relationship in Pearl Millet (Pennisetum typhoides) and Related Species

Thirteen accessions of pearl millet (Pennisetum typhoides (L) Leeke) collected from different states of India and eight wild species of the genus Pennisetum across the world were analyzed for genetic diversity using AFLP markers. A combined analysis of eight primer combinations showed 35% polymorphism among P. typhoides accessions while analysis with five primer combinations showed 99% polymorphism among the wild species. The dendrogram constructed for the P. typhoides accessions based on the UPGMA method revealed two major clusters with samples from Gujarat forming a separate cluster from the rest of the samples. Principal component analysis of the same data set revealed similar results with the first principal component accounting for 65% of the total variation. The percentage of rare and common alleles contributing to the diversity in the sample was analyzed using the Shannon Weiner diversity index. The SW index revealed that the samples from Gujarat contributed significantly to the overall diversity among the accessions. Among accessions of each geographical region, considerable variation was revealed by SW index with samples from Tamil Nadu being most polymorphic. The genetic diversity in the accessions could be utilized for future breeding work. The dendrogram constructed for the wild species revealed the extent of genetic diversity among them. Analysis with one primer combination showed P. typhoides being closer to P. mollissimum than to the other analyzed species.     

Comparison of SSR and cytochrome P-450 markers for estimating genetic diversity in Picrorhiza kurrooa L.

Picrorhiza kurrooa L., a high altitude medicinal plant, is known for its drug content called Kutkin. In the present study, DNA-based molecular marker techniques, viz. simple sequence repeats (SSR) and cytochrome P-450 markers were used to estimate genetic diversity in Picrorhiza kurrooa. Twenty five accessions of Picrorhiza kurrooa, collected from ten different eco-geographical locations were subjected to 22 SSR and eight cytochrome P-450 primer pairs, out of which 13 SSR markers detected mean 5.037 alleles with a mean polymorphic information content (PIC) of 0.7718, whereas eight cytochrome P-450 markers detected mean 5.0 alleles with a mean PIC of 0.7596. Genetic relationship among the accessions was estimated by constructing the dendrograms using SSR and cytochrome P-450 data. There was a clear consistency between SSR and cytochrome P-450 trees in terms of positioning of most Picrorhiza accessions. SSR markers could cluster various Picrorhiza kurrooa accessions based on their geographical locations whereas cytochrome P-450 markers could cluster few accessions as per their geographical locations. The Mantel test between SSR and cytochrome P-450 markers revealed a good fit correlation (r = 0.6405). The dendrogram constructed using the combined data of SSR and cytochrome P-450s depicted two clusters of accessions based on its eco-geographical locations whereas two clusters contained the accessions from mixed eco-geographical locations. Overall, the results of the present study point towards quiet high degree of genetic variation among the accessions of each eco-geographic region.     

Molecular and chemical characterization of the most widespread Ocimum species

DNA fingerprinting (AFLP) and chemical analyses of essential oils were utilized to define the extent of variation existing in the genus Ocimum. Research was carried out on 22 Ocimum accessions representing seven species. Concerning the essential oil composition of all investigated accessions, 115 compounds were identified. UPGMA cluster analysis, based on Euclidian distances of essential oil constituents between all pairs of accessions, showed four well-supported clusters (O. tenuiflorum, O. basilicum/O. africanum, O. basilicum, and O. americanum/O. africanum). Relating to the essential oil composition of all of the investigated accessions, 17 compounds were identified as the main ones, and according to them 13 chemotypes were determined. AFLP relationships were determined by neighbor-joining (NJ) cluster analysis based on Dice??s distance matrix and by maximum parsimony (MP) analysis. O. basilicum, O. americanum/O. africanum, O. tenuiflorum, and O. gratissimum represented four clusters supported with high bootstrap values. A neighbor-net diagram allowed the visualization of apparently conflicting data by revealing relationships between genotypes and chemotypes. Concerning the O. africanum species, two distinct chemotypes, geranial/neral (accession 11) and estragol (accession 10), have been established, while all the studied O. americanum accessions belong to the geranial/neral chemotype. This could be additional evidence that O. americanum is one of the parents of O. africanum. Furthermore, the fact that the O. africanum accession (10) as well as O. basilicum ??Purpurascens?? and O. basilicum ??Erevanskii?? accessions belong to the estragol chemotype supports the theory that O. africanum is one of the parents of these two O. basilicum accessions.     

Assessment of genetic diversity in Colletotrichum falcatum Went accessions based on RAPD and ISSR markers

Sugarcane is susceptible to red rot disease caused by phytopathogenic fungus Colletotrichum falcatum Went which ultimately affect the economy of farmers as well as sugar based industry. One of the various ways to control this devastating disease is to develop disease resistance sugarcane cultivar and this requires the complete understanding of genetic makeup of pathogen. Although South Gujarat is well known sugarcane cultivating area, less published data can be found about PCR-based genetic diversity in prevalent C. falcatum accessions. So, present investigation aims at finding molecular variation among the ten accessions of C. falcatum using RAPD and ISSR molecular markers. A total of 35 RAPD and 39 ISSR primers were screened across 10 C. falcatum accessions, of which 15 RAPD and 21 ISSR primers have showed consistent amplification. Statistics related to genetic variation were estimated using NTSYS-PC by means of Dice’s coefficient. The results revealed 80.6% and 68.07% polymorphism and similarity coefficient ranged from 0.43 to 0.91 and 0.73 to 0.93 in RPAD and ISSR analysis respectively. The dendrogram generated using RAPD, ISSR and combined RAPD-ISSR grouped accessions into different clusters which reveal considerable level molecular variation among the C. falcatum accessions. It is also evident from PCA plots that accessions are rather dispersed with tested marker systems indicating good genetic base. So, in nut shell, we found considerable genetic variation and relatedness within C. falcatum accessions collected from different areas of south Gujarat, India using RAPD and ISSR markers.     

Effects of meteorological factors and global warming on rice insect pests in Korea

We examined the occurrence patterns of insect pests in paddy fields using a self-organizing map (SOM) and the influence of meteorological factors on these patterns. Data for nine insect pests and three meteorological factors were collected on the Korean nationwide scale from 1992 to 2008. The SOM analysis was based on annual mean densities of each pest species in eight regions. We classified the samples into five clusters (I–V) to display the spatial and temporal changes in the insect pests' occurrences. Clusters I and II included samples collected before 2000; clusters III and IV included samples collected after 2000. The density of Scotinophara lurida was in the lowest range in clusters I and II, and Lissorhoptrus oryzophilus exhibited higher densities in clusters III and IV. Seasonal temperature, humidity, and precipitation were significantly different among clusters, indicating that these factors play a key role in population dynamics and the occurrence of insect pests. The occurrence area of the insect pests was expected to increase with elevated air temperature influenced by global warming based on the IPCC (Intergovernmental Panel on Climate Change) A1B scenario. This study suggests that gathering data on temporal and spatial variations in pest populations and changes in occurrence rate under the effects of global warming can provide insight into the factors governing the population-environment relationships, as well as the information needed for future pest management.     

Morphological and molecular diversity reveal wide variability among sorghum Maldandi landraces from India

Maldandi is a popular sorghum variety for post-rainy or rabi cultivation in southern and central states of India, which is predominantly used for food purpose. Over time many landraces have been collected from these states which have vernacular connection with Maldandi. Genetic diversity among 82 Maldandi landraces, collected from such geographical regions was evaluated using both morphological (quantitative and qualitative) and SSR markers. In general, both morphological and SSR diversity revealed wide variability among the accessions studied. Euclidean distances based on 17 quantitative traits classified the accessions into two major clusters with two out groups, while the 19 qualitative traits clustered the accessions in one major cluster with six out groups. Sixteen out of 20 (80%) SSR markers detected polymorphism among the accessions with average PIC value of 0.36. Un-weighted neighbor joining clustering grouped the accessions into three clusters with 46, 16 and 17 accessions, respectively throwing three outliers. Average similarity coefficients of 0.62 and 0.34 based on morphological (qualitative) and SSR data indicated presence of wide variability among the Maldandi landraces. The standard check, M 35?C1 (a selection from the original Maldandi) could not be differentiated from EP 98, LG 2, LG 10, IS 4509 and IS 40791 based on qualitative data alone, while EP 54 and IS 33839 were indistinguishable from M 35?C1 solely using SSR markers. Either of the dendrogram threw unique grouping patterns with some identity. Thirteen promising Maldandi accessions selected based on field performance as well as morphological and molecular diversity could be used in the rabi improvement programme. SSR markers combined with morphological traits may effectively be used for designing breeding strategy and management of biodiversity and conservation of Maldandi genetic resources.     

Potential of SNP markers for the characterization of Brazilian cassava germplasm

Key message

High-throughput markers, such as SNPs, along with different methodologies were used to evaluate the applicability of the Bayesian approach and the multivariate analysis in structuring the genetic diversity in cassavas.

Abstract

The objective of the present work was to evaluate the diversity and genetic structure of the largest cassava germplasm bank in Brazil. Complementary methodological approaches such as discriminant analysis of principal components (DAPC), Bayesian analysis and molecular analysis of variance (AMOVA) were used to understand the structure and diversity of 1,280 accessions genotyped using 402 single nucleotide polymorphism markers. The genetic diversity (0.327) and the average observed heterozygosity (0.322) were high considering the bi-allelic markers. In terms of population, the presence of a complex genetic structure was observed indicating the formation of 30 clusters by DAPC and 34 clusters by Bayesian analysis. Both methodologies presented difficulties and controversies in terms of the allocation of some accessions to specific clusters. However, the clusters suggested by the DAPC analysis seemed to be more consistent for presenting higher probability of allocation of the accessions within the clusters. Prior information related to breeding patterns and geographic origins of the accessions were not sufficient for providing clear differentiation between the clusters according to the AMOVA analysis. In contrast, the F _ST was maximized when considering the clusters suggested by the Bayesian and DAPC analyses. The high frequency of germplasm exchange between producers and the subsequent alteration of the name of the same material may be one of the causes of the low association between genetic diversity and geographic origin. The results of this study may benefit cassava germplasm conservation programs, and contribute to the maximization of genetic gains in breeding programs.     

SSR and RAPID Profile Based Grouping of Selected Jute Germplasm with Respect to Fibre Fineness Trait

With an aim to develop mapping population on fibre fineness trait, grouping of 16 selected jute accessions, eight each from Corchorus olitorius and Corchorus capsularis which showed promising agronomic characteristics, was carried out using fibre fineness data and DNA fingerprinting using SSR and RAPID primers. Based on fibre fineness trait two subgroups depicting the fine and coarse fibre yielding accessions were obtained in each species. A total of 26 RAPID primers and 22 pairs of SSR primers yielded 277 and 41 scorable bands, respectively. High level of polymorphism was detected between fine and coarse fibre yielding jute accessions. Dendrogram showed that all the accessions formed two main clusters between C. olitorius and C. capsularis and each main cluster subdivided in two clusters containing fine and coarse fibre jute accessions. RAPID and SSR marker data-sets showed high levels of positive correlation (Mantel test, r = 0.97). Grouping of jute accessions based on morphological and molecular data was highly correlated. This study will be useful in future jute breeding programs.     

AFLP assessment of genetic diversity among Indian Mucuna accessions

Amplified fragment length polymorphism (AFLP) marker was used to assess diversity in germplasm collection of Mucuna species which has gained tremendous attention in the recent past due to its promising nutritional, agronomic and medicinal attributes. Twenty five accessions comprising five species, collected from seven states of India were evaluated with twelve AFLP primer combinations that generated a total of 1,612 fragments with an average of 134 fragments per primer combination. The values of polymorphic information content (PIC), marker index (MI) and the resolving power (Rp) demonstrated the utility of the primer combinations used in the present study for discriminating the Mucuna accessions. UPGMA and Principal coordinate analysis (PCoA) of the genotypic data revealed clustering of accessions as per phenetic and genetic relationships. The Jaccard’s similarity coefficient values suggested good variability among the M. pruriens accessions indicating their utility in breeding programs. Molecular diversity presented in this study combined with the datasets on other morphological/agronomic traits will be highly useful for selecting appropriate accessions for plant improvement through conventional as well as molecular breeding approaches and for evolving suitable conservation strategies.     

The geometric approach to explore the Bactrocera tau complex (Diptera: Tephritidae) in Thailand

Specimens of the genus Bactrocera were collected from several host plants in northern and western Thailand. They were morphologically recognized as Bactrocera tau and were subdivided into eleven samples according to host plant, geographic origin and time of collection. Twelve landmarks of the right wing were described in a total of 264 males and 276 females. An exploratory analysis using kernel density estimates was performed on the multivariate morphometric space. Non-parametric classification highlighted the existence of two non-overlapping clusters within both males and females. The clusters were not congruent with geography. One cluster (cluster I) contained only one plant, Momordica cochinchinensis, the other one (cluster II) contained five different plants including M. cochinchinensis. Further morphometric analyses on selected samples indicated that the influence of the plants on the shape of the wing could not explain satisfactorily the presence of two clusters. Genetic techniques identified the presence of B. tau cryptic species C in M. cochinchinensis from cluster I, and of B. tau cryptic species A in Coccinia grandis from cluster II. Our working hypothesis is that the two clusters identified by geometric morphometrics were species A and C, respectively.     

Analysis of genetic diversity and population structure in <Emphasis Type="Italic">Capsicum</Emphasis> landraces from North Eastern India using TE-AFLP markers

North eastern (NE) India harbours a precious germplasm repository of Capsicum in the form of various landraces. The present study was undertaken to characterise the extent of genetic variation present in different Capsicum landraces from north eastern India. A set of 171 Capsicum accessions were characterised using three-endonuclease amplified fragment length polymorphism (AFLP) markers. Out of 416 bands obtained from six primer combinations, 254 (61 %) were polymorphic. The pairwise genetic dissimilarity among accessions ranged from 0.03 to 0.97. Cluster analysis based on neighbour joining showed two major clusters. Cluster I contained most of the bhut jolokia accessions whereas cluster II contained all of the Capsicum annuum genotypes. Similar grouping was observed with population STRUCTURE analysis as well as principle coordinate analysis. Analysis of molecular variance (AMOVA) revealed 45 and 54 % variation among and within populations, respectively. This information on population structure analysis and molecular characterisation will be helpful for effective utilisation of this germplasm in Capsicum improvement programs.     

Genetic Divergence between Camellia sinensis and Its Wild Relatives Revealed via Genome-Wide SNPs from RAD Sequencing

Tea is one of the most popular beverages across the world and is made exclusively from cultivars of Camellia sinensis. Many wild relatives of the genus Camellia that are closely related to C. sinensis are native to Southwest China. In this study, we first identified the distinct genetic divergence between C. sinensis and its wild relatives and provided a glimpse into the artificial selection of tea plants at a genome-wide level by analyzing 15,444 genomic SNPs that were identified from 18 cultivated and wild tea accessions using a high-throughput genome-wide restriction site-associated DNA sequencing (RAD-Seq) approach. Six distinct clusters were detected by phylogeny inferrence and principal component and genetic structural analyses, and these clusters corresponded to six Camellia species/varieties. Genetic divergence apparently indicated that C. taliensis var. bangwei is a semi-wild or transient landrace occupying a phylogenetic position between those wild and cultivated tea plants. Cultivated accessions exhibited greater heterozygosity than wild accessions, with the exception of C. taliensis var. bangwei. Thirteen genes with non-synonymous SNPs exhibited strong selective signals that were suggestive of putative artificial selective footprints for tea plants during domestication. The genome-wide SNPs provide a fundamental data resource for assessing genetic relationships, characterizing complex traits, comparing heterozygosity and analyzing putatitve artificial selection in tea plants.     

Population genetic analysis of safflower (Carthamus tinctorius; Asteraceae) reveals a Near Eastern origin and five centers of diversity

Analyses of genetic variation in crop gene pools are a powerful tool for investigating the origin and early evolution of crop lineages. Such analyses also have the potential to identify unique genetic resources for continued crop improvement. The oilseed crop safflower (Carthamus tinctorius) is believed to have been domesticated in the Fertile Crescent region, but up to 10 geographic centers of similarity throughout the world have been proposed based on morphology. Nuclear microsatellite analysis of accessions from each of the 10 proposed centers of similarity, as well as individuals of the progenitor species, suggested the presence of five genetic clusters (1, Europe; 2, Turkey-Iran-Iraq-Afghanistan; 3, Israel-Jordan-Syria; 4, Egypt-Ethiopia; and 5, the Far East-India-Pakistan). North American accessions, products of a secondary introduction from the native range, suggest that a subset of the native accessions harbor unique genetic diversity that could be useful in future breeding efforts. Overall, a Near Eastern origin of safflower was confirmed based on the genetic similarity between the progenitor and the Near Eastern safflower accessions, as well as previous archaeological finds. Genetic differentiation between geographical clusters of accessions is evident, although not to the degree proposed based on morphology.     

RAPD analysis of genome polymorphism in the family Lemnaceae

The multilocus RAPD analysis of intergeneric, inter-and intraspecific nuclear genome polymorphism was used for the first time to assess intergeneric, interspecific, and intraspecific polymorphism in Lemnaceae growing on the territory of Russia. The origin of the chosen accessions overlapped with the natural range of duckweeds in Russia. Seventy-five Lemnaceae accessions representing eight species (L. minor, L. gibba, L. turionifera, L. japonica, L. trisulca, L. aequinoctialis, S. polyrhiza, and L. punctata) from three genera (Lemna, Spirodela, and Landoltia), were analyzed. The highest variability levels were revealed in L. minor accessions (0.03–0.20). Species L. trisulca and S. polyrhiza were characterized by values of genetic distance 0.01–0.18 and 0.03–0.16, respectively. The lowest polymorphism levels were detected for L. turionifera (0.01–0.11). The dendrogram based on RAPD data showed that L. aequinoctialis was the most genetically distant species of the genus Lemna. Accessions of species L. turionifera and L. japonica, as well as L. minor and L. gibba, did not form separate species-specific subclusters; rather, they fell into clusters with L. japonica/L. turionifera and L. minor/L. gibba. Accessions of the genera Spirodela and Landoltia formed two separate clusters combined into one group.     

Groupwise sampling: a strategy to sample core entries from RAPD marker data with application to mulberry

Key message

A strategy for effective utilization of RAPD marker data for sampling diverse entries was suggested and utilized for the development of mulberry core collection.

Abstract

Mulberry (Morus spp.) is a perennial tree cultivated mainly for its foliage in sericulture industry and also known for its edible fruits, fodder, and valued timber. In recent years, mulberry cultivation is confronted with several abiotic and biotic stresses due to inimical climatic factors and this has necessitated the genetic improvement of the crop. Core collection is an efficient way of harnessing the trait variation and novel genes available in a natural gene pool for the development of improved elite lines. In this study, we analyzed 850 mulberry accessions assembled from 23 countries with separate sets of polymorphic RAPD markers along with a limited number of ISSR, SSR, and phenotypic markers. A total of 75 accessions were duplicated in 20 clusters among five natural groups. The limitations of the RAPD marker system like problem in cross gel comparison were tackled by adopting a novel “Groupwise sampling” approach. A mulberry core collection with 100 diverse entries was selected using maximization method implemented in MSTRAT software. The mean Dice dissimilarity coefficient computed from marker data was 0.308 among core entries. Indigenous and exotic entries were not discriminated in cluster and principal component analysis supporting the spread of mulberry far from the place of origin. Accessions belonging to two wild mulberry species from Andaman Islands and Himalayan region formed separate clusters indicating the geographical, reproductive, and taxonomic distinction. The identified core collection will be available for researchers for intensive mining of desirable alleles in mulberry improvement as well as in genome resequencing program.     

Genetic diversity in traditional Ethiopian highland maize accessions assessed by AFLP markers and morphological traits

In the highland regions of Ethiopia the heterogeneity of the land, the climate, and soil favors the presence of a large number of landraces. We analyzed a representative sample of 62 traditional Ethiopian highland maize accessions, using amplified fragment length polymorphism (AFLP^®) markers and morphological traits with the aim to group the accessions based on the their genetic profiles and morphological traits, to study agroecological variation and to assess the level of correlation between phenotypic and genetic distances. Eight EcoRI/MseI primer combinations and 15 morphological traits were used. The accessions varied significantly for all of the measured morphological traits. Of a total of 650 AFLP markers that were scored, 89.5% were polymorphic. Pair-wise genetic distance estimates based on AFLP data revealed dissimilarity coefficients ranging from 0.32 to 0.69 (mean of 0.57). Cluster analysis of the AFLP data grouped most accessions collected from the Northern highlands into one major cluster. It, however, failed to separate the Western and Southern accessions into different clusters. Regardless of the large variation in environmental conditions between agroecologies, only 9% of the total genetic variation was found between agroecologies, whereas 91% was found within agroecologies in Ethiopia. This finding may be explained by long distance seed exchange, continuous seed introduction and gene flow between agroecologies. The relationship between morphological and AFLP-based distances was significant and positive. Based on this study, three groups of highland accessions, with distinctive genetic profiles and morphological traits were identified. This information will be useful for further collections and conservation of the unique diversity included in the highland maize landraces of Ethiopia.     

Nucleotide Sequence Diversity and Linkage Disequilibrium of Four Nuclear Loci in Foxtail Millet (Setaria italica)

Foxtail millet (Setaria italica (L.) Beauv) is one of the earliest domesticated grains, which has been cultivated in northern China by 8,700 years before present (YBP) and across Eurasia by 4,000 YBP. Owing to a small genome and diploid nature, foxtail millet is a tractable model crop for studying functional genomics of millets and bioenergy grasses. In this study, we examined nucleotide sequence diversity, geographic structure, and levels of linkage disequilibrium at four nuclear loci (ADH1, G3PDH, IGS1 and TPI1) in representative samples of 311 landrace accessions across its cultivated range. Higher levels of nucleotide sequence and haplotype diversity were observed in samples from China relative to other sampled regions. Genetic assignment analysis classified the accessions into seven clusters based on nucleotide sequence polymorphisms. Intralocus LD decayed rapidly to half the initial value within ~1.2 kb or less.