Molecular investigation of the genetic base of sugarcane cultivars

 Molecular diversity was analysed among 162 clones of sugarcane using DNA restriction fragment length polymorphism (RFLP). One hundred and nine of them were modern cultivars of interspecific origin; most of them were bred in Barbados or in Mauritius. Fifty three were from Saccharum officinarum species, which is the major source of genes in modern cultivars, prevailing over the part of the genome incorporated from the wild species Saccharum spontaneum. Twelve low-copy nuclear DNA probes scattered over the genome were used in combination with one or two restriction enzymes. A total of 399 fragments was identified, 386 of which were polymorphic. Each sugarcane clone displayed a high number of fragments per probe/enzyme combination, illustrating the polyploid constitution of the genome. Among the S. officinarum clones, those from New Guinea had the largest variability and encompassed that present among clones collected from the Indonesian Islands and those known to have been involved in the parentage of modern cultivars. This is in agreement with the hypothesis that New Guinea is the centre of origin of this species. The clones from New Caledonia formed a separate group and could correspond to S. officinarum clones modified through introgression with other members of the ‘Saccharum complex’. Despite the low number of S. officinarum clones used for breeding cultivars, more than 80% of the markers present in the whole S. officinarum sample were also found in modern cultivars due probably to a high heterozygosity related to polyploidy. Among the cultivars, the two main groups, originating from Barbados and Mauritius, were clearly separated. This appeared essentially due to S. spontaneum alleles present in Mauritian cultivars and absent in Barbadan ones, probably in relation to the regular use of early generation interspecific hybrids in the breeding program employed in Mauritius. Received: 9 November 1998 / Accepted: 19 November 1998     

A Survey Sequence Comparison of Saccharum Genotypes Reveals Allelic Diversity Differences

Sugarcane (Saccharum spp.) is a crop of substantial international significance for both food and fuel, however its highly polyploid nature challenges investigation of its genetic composition. Efforts to generate the full sugarcane genome sequence are underway, however in the meantime crop improvement efforts are somewhat limited by the lack of genome sequence resources available for physiological characterization. Low-coverage survey sequence data was generated and assembled for six sugarcane genotypes representing a range of significant S. spontaneum, S. officinarum, and S. hybrid cultivar accessions from around the world. These data were explored to investigate the composition of repetitive sequences and variations in chloroplast genome sequence, as well as assembled into a conglomerate monoploid genome sequence for polymorphism comparison between the genotypes. Almost half (47 %) of the inter-genomic polymorphisms analysed in these data represented poly-allelic variations which cannot be applied in traditional present/absent marker analysis, suggesting that new approaches are required to better understand and access genetic diversity within the Saccharum genus. These results support previous assertions that S. spontaneum is both less repetitive (62 % repetitive k-mers in Mandalay vs. 65 % in IJ76-514) and more highly polymorphic (17 % poly-alleles in Mandalay vs. 10 % poly-alleles in IJ76-514) than S. officinarum, with S. hybrids being intermediate between the two. However, contrary to previous analysis the monoploid genome size of S. spontaneum does not appear to differ significantly from that of S. officinarum as had been expected. This genomic survey assembly will be a very useful resource for sugarcane genomics in the absence of a monoploid or polyploid genome sequence, and will be made available upon request.     

Unraveling the genome structure of polyploids using FISH and GISH; examples of sugarcane and banana

We review here the progress that has been achieved using molecular cytogenetics to analyze the genome structure of sugarcane (Saccharum spp) and banana (Musa spp), two crops that are polyploid, of interspecific origin and with chromosomes not distinguishable by their gross morphology. In Saccharum, molecular cytogenetics enabled us to determine the basic chromosome number of two species, Saccharum officinarum and S. spontaneum, involved in the origin of modern cultivars, to quantify the proportion of chromosomes of these species in the genome of modern cultivars, to assess the extent of interspecific chromosome recombination and to clarify the origin of the related species S. barberi. These techniques are also used to monitor introgression with related genera. In Musa, GISH enabled us to differentiate the four genomes involved in banana cultivars and allowed us to determine the genome constitution of several cultivars. FISH was used to analyze the distribution of repeated sequences along the genome.     

Sugarcane biotechnology: The challenges and opportunities

Summary Commercial sugarcane, belonging to the genus Saccharum (Poaceae), is an important industrial crop accounting for nearly 70% of sugar produced worldwide. Compared to other major crops, efforts to improve sugarcane are limited and relatively recent, with the first introduction of interspecific hybrids about 80 yr ago. Progress in traditional breeding of sugareane, a highly polyploid and frequently aneuploid plant, is impeded by its narrow gene pool, complex genome, poor fertility, and the long breeding/selection cycle. These constraints, however, make sugarcane a good candidate for molecular breeding. In the past decade considerable progress has been made in understanding and manipulating the sugarcane genome using various biotechnological and cell biological approaches. Notable among them are the creation of transgenic plants with improved agronomic or other important traits, advances in genomics and molecular markers, and progress in understanding the molecular aspects of sucrose transport and accumulation. More recently, substantial effort has been directed towards developing sugarcane as a biofactory for high-value products. While these achievements are commendable, a greater understanding of the sugarcane genome, and cell and whole plant physiology, will accelerate the implementation of commercially significant biotechnology outcomes. We anticipate that the rapid advancements in molecular biology and emerging biotechnology innovations would play a significant role in the future sugarcane crop improvement programs and offer many new opportunities to develop it as a new-generation industrial crop.     

Single-Strand Conformational Polymorphism of EST-SSRs: A Potential Tool for Diversity Analysis and Varietal Identification in Sugarcane

Sugarcane (Saccharum spp.) has a large complex polyploid genome. Assay of molecular variation in the expressed component of its genome has relevance to the analysis of genetic diversity, variety identification and introgression of agronomically useful genes present in different members of the Saccharum complex. The present study was designed to evaluate single-strand conformational polymorphism (SSCP) as a potential tool to detect genetic variation in the expressed sequence tag (EST) derived microsatellites. Twenty primer pairs obtained from EST libraries and one designed from soluble acid invertase gene sequence were used to characterise 21 clones belonging to four different Saccharum species and 22 sugarcane varieties/genotypes. All the markers, including the two, which were reported monomorphic even at the interspecific level in an automated fragment analysis system in a previous study, could be successfully converted into polymorphic ones using SSCP analysis. A broad range of variation could be revealed by this technique. The Saccharum spp. clones could be grouped into distinct clusters, confirming the species relationships postulated earlier using morphological, biochemical and molecular methods. The polymorphic markers could also differentiate all the 22 sugarcane varieties from each other. This is a first report that demonstrates the usefulness of SSCP technique, in obtaining polymorphic microsatellite markers developed from EST sequences for various genetic and breeding applications, in this polyploid species.     

Meiotic abnormalities in sugarcane (Saccharum spp.) and parental species: Evidence for peri- and paracentric inversions

The modern cultivars of sugarcane (Saccharum spp.) are highly polyploid and accumulate aneuploidies due to their history of domestication, genetic improvement and interspecific hybrid origin involving the domesticated sweet species Saccharum officinarum (‘noble cane’) and the wild Saccharum spontaneum, both with an evolutionary history of polyploidy. The first hybrids were backcrossed with S. officinarum, and selection from progenies in subsequent generations established the genetic basis of modern cultivars. Saccharum genome complexity has inspired several molecular studies that have elucidated aspects of sugarcane genome constitution, architecture and cytogenetics. Herein, we conducted a comparative analysis of the meiotic behaviour of representatives of the parentals S. officinarum and S. spontaneum, and the commercial variety, SP80-3280. S. officinarum, an octoploid species, exhibited regular meiotic behaviour. In contrast, S. spontaneum and SP80-3280 exhibited several abnormalities from metaphase I to the end of division. We reported and typified, for the first time, the occurrence of peri- and paracentric inversions. Using in-situ hybridisation techniques, we were able to determine how pairing association occurred at diakinesis, the origin of lagging chromosomes and, in particular, the mitotic chromosome composition of SP80-3280. Interestingly, S. spontaneum and recombinant chromosomes showed the most marked tendency to produce laggards in both divisions. Future attempts to advance knowledge on sugarcane genetics and genomics should take meiotic chromosome behaviour information into account.     

Analysis of genome-wide linkage disequilibrium in the highly polyploid sugarcane

Linkage disequilibrium (LD) in crops, established by domestication and early breeding, can be a valuable basis for mapping the genome. We undertook an assessment of LD in sugarcane (Saccharum spp), characterized by one of the most complex crop genomes, with its high ploidy level (>or=8) and chromosome number (>100) as well as its interspecific origin. Using AFLP markers, we surveyed 1,537 polymorphisms among 72 modern sugarcane cultivars. We exploited information from available genetic maps to determine a relevant statistical threshold that discriminates marker associations due to linkage from other associations. LD is very common among closely linked markers and steadily decreases within a 0-30 cM window. Many instances of linked markers cannot be recognized due to the confounding effect of polyploidy. However, LD within a sample of cultivars appears as efficient as linkage analysis within a controlled progeny in terms of assigning markers to cosegregation groups. Saturating the genome coverage remains a challenge, but applying LD-based mapping within breeding programs will considerably speed up the localization of genes controlling important traits by making use of phenotypic information produced in the course of selection.     

Allopolyploidy-Induced Rapid Genome Evolution in the Wheat (Aegilops–Triticum) Group

To better understand genetic events that accompany allopolyploid formation, we studied the rate and time of elimination of eight DNA sequences in F1 hybrids and newly formed allopolyploids of Aegilops and Triticum. In total, 35 interspecific and intergeneric F1 hybrids and 22 derived allopolyploids were analyzed and compared with their direct parental plants. The studied sequences exist in all the diploid species of the Triticeae but occur in only one genome, either in one homologous pair (chromosome-specific sequences [CSSs]) or in several pairs of the same genome (genome-specific sequences [GSSs]), in the polyploid wheats. It was found that rapid elimination of CSSs and GSSs is a general phenomenon in newly synthesized allopolyploids. Elimination of GSSs was already initiated in F1 plants and was completed in the second or third allopolyploid generation, whereas elimination of CSSs started in the first allopolyploid generation and was completed in the second or third generation. Sequence elimination started earlier in allopolyploids whose genome constitution was analogous to natural polyploids compared with allopolyploids that do not occur in nature. Elimination is a nonrandom and reproducible event whose direction was determined by the genomic combination of the hybrid or the allopolyploid. It was not affected by the genotype of the parental plants, by their cytoplasm, or by the ploidy level, and it did not result from intergenomic recombination. Allopolyploidy-induced sequence elimination occurred in a sizable fraction of the genome and in sequences that were apparently noncoding. This finding suggests a role in augmenting the differentiation of homoeologous chromosomes at the polyploid level, thereby providing the physical basis for the diploid-like meiotic behavior of newly formed allopolyploids. In our view, this rapid genome adjustment may have contributed to the successful establishment of newly formed allopolyploids as new species.     

Comparative analysis of QTLs affecting plant height and flowering among closely-related diploid and polyploid genomes.

Quantitative trait loci (QTLs) affecting plant height and flowering were studied in the two Saccharum species from which modern sugarcane cultivars are derived. Two segregating populations derived from interspecific crosses between Saccharum officinarum and Saccharum spontaneum were genotyped with 735 DNA markers. Among the 65 significant associations found between these two traits and DNA markers, 35 of the loci were linked to sugarcane genetic maps and 30 were unlinked DNA markers. Twenty-one of the 35 mapped QTLs were clustered in eight genomic regions of six sugarcane homologous groups. Some of these could be divergent alleles at homologous loci, making the actual number of genes implicated in these traits much less than 35. Four QTL clusters controlling plant height in sugarcane corresponded closely to four of the six plant-height QTLs previously mapped in sorghum. One QTL controlling flowering in sugarcane corresponded to one of three flowering QTLs mapped in sorghum. The correspondence in locations of QTLs affecting plant height and flowering in sugarcane and sorghum reinforce the notion that the simple sorghum genome is a valuable "template" for molecular dissection of the much more complex sugarcane genome.     

RFLP Mapping in Cultivated Sugarcane (Saccharum Spp.): Genome Organization in a Highly Polyploid and Aneuploid Interspecific Hybrid

Sugarcane cultivars are polyploid, aneuploid, interspecific hybrids between the domesticated species Saccharum officinarum and the wild relative S. spontaneum. Cultivar chromosome numbers range from 100 to 130 with ~10% contributed by S. spontaneum. We have undertaken a mapping study on the progeny of a selfed cultivar, R570, to analyze this complex genome structure. A set of 128 restriction fragment length polymorphism probes and one isozyme was used. Four hundred and eight markers were placed onto 96 cosegregation groups, based on linkages in coupling only. These groups could tentatively be assembled into 10 basic linkage groups on the basis of common probes. Origin of markers was investigated for 61 probes and the isozyme, leading to the identification of 80 S. officinarum and 66 S. spontaneum derived markers, respectively. Their distribution in cosegregation groups showed better map coverage for the S. spontaneum than for the S. officinarum genome fraction and occasional recombination between the two genomes. The study of repulsions between markers suggested the prevalence of random pairing between chromosomes, typical of autopolyploids. However, cases of preferential pairing between S. spontaneum chromosomes were also detected. A tentative Saccharum map was constructed by pooling linkage information for each linkage group.     

Haplotype structure around Bru1 reveals a narrow genetic basis for brown rust resistance in modern sugarcane cultivars

Modern sugarcane cultivars (Saccharum spp., 2n?=?100-130) are high polyploid, aneuploid and of interspecific origin. A major gene (Bru1) conferring resistance to brown rust, caused by the fungus Puccinia melanocephala, has been identified in cultivar R570. We analyzed 380 modern cultivars and breeding materials covering the worldwide diversity with 22 molecular markers genetically linked to Bru1 in R570 within a 8.2?cM segment. Our results revealed a strong LD in the Bru1 region and strong associations between most of the markers and rust resistance. Two PCR markers, that flank the Bru1-bearing segment, were found completely associated with one another and only in resistant clones representing efficient molecular diagnostic for Bru1. On this basis, Bru1 was inferred in 86?% of the 194 resistant sugarcane accessions, revealing that it constitutes the main source of brown rust resistance in modern cultivars. Bru1 PCR diagnostic markers should be particularly useful to identify cultivars with potentially alternative sources of resistance to diversify the basis of brown rust resistance in breeding programs.     

Linkage disequilibrium among modern sugarcane cultivars

Modern sugarcane cultivars are derived from a few interspecific hybrids created early in this century. Linkage disequilibrium was investigated in a population of 59 cultivars representing the most important commercial clones bred in Mauritius as well as a few old cultivars involved in their genealogy. Thirty-eight probes scattered over the sugarcane genome map were used to reveal RFLPs. Forty-two cases of bilocus associations were observed involving a total of 33 loci. Most of them are separated by less than 10 cM. All the corresponding allele couples were found in at least 1 of the originally created cultivars, suggesting that they depict ancient associations. This global disequilibrium is interpreted as the result of the foundation bottleneck related to the first interspecific crosses; the preferential allele associations thus created have been maintained through subsequent crosses when the loci were closely linked. This phenomenon is likely also to apply to genes of agricultural interest. A practical consequence is that markers can be used to track known QTLs in modern breeding materials without the necessity to repeatedly study segregating progenies. This structure gives high value to the correlation between molecular markers and agricultural traits among cultivars. Received: 6 March 1999 / Accepted: 25 March 1999     

Experimental assessment of the accuracy of genomic selection in sugarcane

Sugarcane cultivars are interspecific hybrids with an aneuploid, highly heterozygous polyploid genome. The complexity of the sugarcane genome is the main obstacle to the use of marker-assisted selection in sugarcane breeding. Given the promising results of recent studies of plant genomic selection, we explored the feasibility of genomic selection in this complex polyploid crop. Genetic values were predicted in two independent panels, each composed of 167 accessions representing sugarcane genetic diversity worldwide. Accessions were genotyped with 1,499 DArT markers. One panel was phenotyped in Reunion Island and the other in Guadeloupe. Ten traits concerning sugar and bagasse contents, digestibility and composition of the bagasse, plant morphology, and disease resistance were used. We used four statistical predictive models: bayesian LASSO, ridge regression, reproducing kernel Hilbert space, and partial least square regression. The accuracy of the predictions was assessed through the correlation between observed and predicted genetic values by cross validation within each panel and between the two panels. We observed equivalent accuracy among the four predictive models for a given trait, and marked differences were observed among traits. Depending on the trait concerned, within-panel cross validation yielded median correlations ranging from 0.29 to 0.62 in the Reunion Island panel and from 0.11 to 0.5 in the Guadeloupe panel. Cross validation between panels yielded correlations ranging from 0.13 for smut resistance to 0.55 for brix. This level of correlations is promising for future implementations. Our results provide the first validation of genomic selection in sugarcane.     

Target enrichment sequencing of 307 germplasm accessions identified ancestry of ancient and modern hybrids and signatures of adaptation and selection in sugarcane (Saccharum spp.), a ‘sweet’ crop with ‘bitter’ genomes

Sugarcane (Saccharum spp.) is a highly energy‐efficient crop primarily for sugar and bio‐ethanol production. Sugarcane genetics and cultivar improvement have been extremely challenging largely due to its complex genomes with high polyploidy levels. In this study, we deeply sequenced the coding regions of 307 sugarcane germplasm accessions. Nearly five million sequence variations were catalogued. The average of 98× sequence depth enabled different allele dosages of sequence variation to be differentiated in this polyploid collection. With selected high‐quality genome‐wide SNPs, we performed population genomic studies and environmental association analysis. Results illustrated that the ancient sugarcane hybrids, S. barberi and S. sinense, and modern sugarcane hybrids are significantly different in terms of genomic compositions, hybridization processes and their potential ancestry contributors. Linkage disequilibrium (LD) analysis showed a large extent of LD in sugarcane, with 962.4 Kbp, 2739.2 Kbp and 3573.6 Kbp for S. spontaneum, S. officinarum and modern S. hybrids respectively. Candidate selective sweep regions and genes were identified during domestication and historical selection processes of sugarcane in addition to genes associated with environmental variables at the original locations of the collection. This research provided an extensive amount of genomic resources for sugarcane community and the in‐depth population genomic analyses shed light on the breeding and evolution history of sugarcane, a highly polyploid species.     

Molecular Diversity Among Members of the Saccharum Complex Assessed Using TRAP Markers Based on Lignin-Related Genes

In addition to the cultivation of sugarcane for sugar, the crop is considered seriously as an important bioenergy grass crop for its high biomass production ability. But, lignin is a serious bottleneck in the bioconversion of lignocellulosic biomass to ethanol. Hence, genetic relationships among 64 genotypes within the Saccharum complex were studied with respect to lignin-related genes using target region amplified polymorphic (TRAP) primers derived from caffeic acid O-methyltransferase (COMT), cinnamoyl alcohol dehydrogenase (CAD), cinnamoyl coA reductase (CCR), and ferrulate 5-hydroxylase (F5H) genes. While the average polymorphism detected by the TRAP markers was 43%, the markers derived from F5H gene (34%) were less polymorphic in comparison to those derived from COMT (46%), CCR (44%), and CAD (46%) genes. The lignin gene-based TRAP markers differentiated members of the Saccharum complex broadly according to previously established genetic relationships in the order of Miscanthus?>?Erianthus?>?Saccharum spontaneum?>?Saccharum robustum/Saccharum barberi/Saccharum sinense?>?Saccharum officinarum/cultivars. Principal coordinate analysis showed that 29% of the total variation was explained by the genotypes with respect to the lignin-related genes. The association of genetic variation revealed in this study with the biomass composition-related genes of the genotypes within a species will be helpful to design breeding strategies to develop superior energy cane cultivars with improved biomass quality of the sugarcane.     

Sugarcane Underground Organs: Going Deep for Sustainable Production

Sugarcane breeding has greatly advanced in recent decades, but many aspects of sugarcane physiology are still poorly understood, including the root-shoot relationships that ultimately affect yield. Traditional methods for studying root systems are imprecise due to methodological difficulties of in situ assessment and sampling; this seems especially true for the sugarcane root system. Studies on sugarcane roots lag well behind those on other crops, in part due to the large plant stature and long crop cycle. Commercial sugarcane cultivars are hybrids from crosses mostly between Saccharum officinarum and S. spontaneum made by breeders at the beginning of the last century. These hybrids have a genomic structure composed of 80% S. officinarum, 10% S. spontaneum and 10% recombinants of these two species. S. spontaneum is included in large part for the robustness of its underground organs (root and rhizome). The S. spontaneum genes controlling these characteristics may be lost during recurrent backcrosses with S. officinarum to increase sugar content and yield. Thus, ratooning ability is one of the most desired traits. Ratooning ability comes mainly from the rhizomatousness of S. spontaneum, but this trait has been diluted during the selection process so that the stubble of hybrids does not have rhizomes sensu stricto. In this review, we revisit some basic aspects of the sugarcane root system, mainly from an ecophysiological view, and point out considerations for breeders to consider in designing the architecture of a new sugarcane cultivar that can meet the need for sustainable agricultural production.     

Building the sugarcane genome for biotechnology and identifying evolutionary trends

Background

Sugarcane is the source of sugar in all tropical and subtropical countries and is becoming increasingly important for bio-based fuels. However, its large (10 Gb), polyploid, complex genome has hindered genome based breeding efforts. Here we release the largest and most diverse set of sugarcane genome sequences to date, as part of an on-going initiative to provide a sugarcane genomic information resource, with the ultimate goal of producing a gold standard genome.

Results

Three hundred and seventeen chiefly euchromatic BACs were sequenced. A reference set of one thousand four hundred manually-annotated protein-coding genes was generated. A small RNA collection and a RNA-seq library were used to explore expression patterns and the sRNA landscape. In the sucrose and starch metabolism pathway, 16 non-redundant enzyme-encoding genes were identified. One of the sucrose pathway genes, sucrose-6-phosphate phosphohydrolase, is duplicated in sugarcane and sorghum, but not in rice and maize. A diversity analysis of the s6pp duplication region revealed haplotype-structured sequence composition. Examination of hom(e)ologous loci indicate both sequence structural and sRNA landscape variation. A synteny analysis shows that the sugarcane genome has expanded relative to the sorghum genome, largely due to the presence of transposable elements and uncharacterized intergenic and intronic sequences.

Conclusion

This release of sugarcane genomic sequences will advance our understanding of sugarcane genetics and contribute to the development of molecular tools for breeding purposes and gene discovery.

Electronic supplementary material

The online version of this article (doi:10.1186/1471-2164-15-540) contains supplementary material, which is available to authorized users.     

Genetic dissection of a modern sugarcane cultivar (Saccharum spp.). I. Genome mapping with AFLP markers

Sugarcane cultivars are polyploid, aneuploid clones derived from interspecific hybridization between Saccharum officinarum and S. spontaneum. Their genome has recently started to be unravelled as a result of the development of molecular markers. We constructed an AFLP genetic map based on a selfing population of a specific cultivar, R570.Using 37 AFLP primer pairs, we detected 1,185 polymorphic markers of which 939 were simplex (segregated 3:1); these were used to construct the map. Of those 939, 887 were distributed on 120 cosegregation groups (CGs) based on linkages in coupling, while 52 remained unlinked. The cumulative length of all the groups was 5,849 cM, which is probably around one-third of the total genome length. Comparison with reference S. officinarum clones enabled us to assign 11 and 79 CGs to S. spontaneum and S. officinarum,respectively, whereas 11 CGs were probably derived from recombination between chromosomes of the two ancestral species. The patchy size of the groups, which ranges from 1 to 232 cM, illustrates the difficulty to access large portions of chromosomes, particularly those inherited from S. officinarum. Repulsion phase linkages suggested a high preferential pairing for 13 CG pairs. Out of the 120 CGs, 34 could be assigned to one of the 10 homo(eo)logy groups already defined in a previous RFLP map owing to the use of a small common marker set. The genome coverage was significantly increased in the map reported here. Implications for quantitative trait loci (QTL) research and marker-assisted breeding perspectives are discussed. Received: 31 August 2000 / Accepted: 16 October 2000