Reciprocal Recurrent Genomic Selection Is Impacted by Genotype-by-Environment Interactions.

Reciprocal recurrent genomic selection is a breeding strategy aimed at improving the hybrid performance of two base populations. It promises to significantly advance hybrid breeding in wheat. Against this backdrop, the main objective of this study was to empirically investigate the potential and limitations of reciprocal recurrent genomic selection. Genome-wide predictive equations were developed using genomic and phenotypic data from a comprehensive population of 1,604 single crosses between 120 female and 15 male wheat lines. Twenty superior female lines were selected for initiation of the reciprocal recurrent genomic selection program. Focusing on the female pool, one cycle was performed with genomic selection steps at the F2 (60 out of 629 plants) and the F5 stage (49 out of 382 plants). Selection gain for grain yield was evaluated at six locations. Analyses of the phenotypic data showed pronounced genotype-by-environment interactions with two environments that formed an outgroup compared to the environments used for the genome-wide prediction equations. Removing these two environments for further analysis resulted in a selection gain of 1.0 dt ha-1 compared to the hybrids of the original 20 parental lines. This underscores the potential of reciprocal recurrent genomic selection to promote hybrid wheat breeding, but also highlights the need to develop robust genome-wide predictive equations.

Unlocking big data doubled the accuracy in predicting the grain yield in hybrid wheat.

The potential of big data to support businesses has been demonstrated in financial services, manufacturing, and telecommunications. Here, we report on efforts to enter a new data era in plant breeding by collecting genomic and phenotypic information from 12,858 wheat genotypes representing 6575 single-cross hybrids and 6283 inbred lines that were evaluated in six experimental series for yield in field trials encompassing ~125,000 plots. Integrating data resulted in twofold higher prediction ability compared with cases in which hybrid performance was predicted across individual experimental series. Our results suggest that combining data across breeding programs is a particularly appropriate strategy to exploit the potential of big data for predictive plant breeding. This paradigm shift can contribute to increasing yield and resilience, which is needed to feed the growing world population.

Negative dominance and dominance-by-dominance epistatic effects reduce grain-yield heterosis in wide crosses in wheat.

The genetics underlying heterosis, the difference in performance of crosses compared with midparents, is hypothesized to vary with relatedness between parents. We established a unique germplasm comprising three hybrid wheat sets differing in the degree of divergence between parents and devised a genetic distance measure giving weight to heterotic loci. Heterosis increased steadily with heterotic genetic distance for all 1903 hybrids. Midparent heterosis, however, was significantly lower in the hybrids including crosses between elite and exotic lines than in crosses among elite lines. The analysis of the genetic architecture of heterosis revealed this to be caused by a higher portion of negative dominance and dominance-by-dominance epistatic effects. Collectively, these results expand our understanding of heterosis in crops, an important pillar toward global food security.

A Recessive Pollination Control System for Wheat Based on Intein-Mediated Protein Splicing.

A transgene-expression system for wheat that relies on the complementation of inactive precursor protein fragments through a split-intein system is described. The N- and C-terminal fragments of a barnase gene from Bacillus amyloliquifaciens were fused to intein sequences from Synechocystis sp. and transformed into wheat plants. Upon translation, both barnase fragments are assembled by an autocatalytic intein-mediated trans-splicing reaction, thus forming a cytotoxic enzyme. This chapter focuses on the use of introns and flexible polypeptide linkers to foster the expression of a split-barnase expression system in plants. The methods and protocols that were employed with the objective to test the effects of such genetic elements on transgene expression and to find the optimal design of expression vectors for use in wheat are provided. Split-inteins can be used to form an agriculturally important trait (male sterility) in wheat plants. The use of this principle for the production of hybrid wheat seed is described. The suggested toolbox will hopefully be a valuable contribution to future optimization strategies in this commercially important crop.

Split-gene system for hybrid wheat seed production.

Hybrid wheat plants are superior in yield and growth characteristics compared with their homozygous parents. The commercial production of wheat hybrids is difficult because of the inbreeding nature of wheat and the lack of a practical fertility control that enforces outcrossing. We describe a hybrid wheat system that relies on the expression of a phytotoxic barnase and provides for male sterility. The barnase coding information is divided and distributed at two loci that are located on allelic positions of the host chromosome and are therefore "linked in repulsion." Functional complementation of the loci is achieved through coexpression of the barnase fragments and intein-mediated ligation of the barnase protein fragments. This system allows for growth and maintenance of male-sterile female crossing partners, whereas the hybrids are fertile. The technology does not require fertility restorers and is based solely on the genetic modification of the female crossing partner.

The production of male-sterile wheat plants through split barnase expression is promoted by the insertion of introns and flexible peptide linkers.

The successful use of transgenic plants depends on the strong and stable expression of the heterologous genes. In this study, three introns (PSK7-i1 and PSK7-i3 from Petunia and UBQ10-i1 from Arabidopsis) were tested for their ability to enhance the tapetum-specific expression of a split barnase transgene. We also analyzed the effects of introducing multiple copies of flexible peptide linkers that bridged the fusion domains of the assembled protein. The barnase fragments were assembled into a functional cytotoxin via intein-mediated trans-splicing, thus leading to male sterility through pollen ablation. A total of 14 constructs carrying different combinations of introns and peptide linkers were transformed into wheat plants. The resulting populations (between 41 and 301 independent plants for each construct) were assayed for trait formation. Depending on which construct was used, there was an increase of up to fivefold in the proportion of plants exhibiting male sterility compared to the populations harboring unmodified constructs. Furthermore, the average barnase copy number in the plants displaying male sterility could be reduced. The metabolic profiles of male-sterile transgenic plants and non-transgenic plants were compared using gas chromatography-mass spectrometry. The profiles generated from leaf tissues displayed no differences, thus corroborating the anther specificity of barnase expression. The technical advances achieved in this study may be a valuable contribution for future improvement of transgenic crop systems.

Native-sized spider silk proteins synthesized in planta via intein-based multimerization.

The synthesis of native-sized proteins is a pre-requisite for exploiting the potential of spider silk as a bio-based material. The unique properties of spider silk, such as extraordinary tensile strength and elasticity, result from the highly repetitive nature of spider silk protein motifs. The present report describes the combination of spider silk flagelliform protein (FLAG) production in the endoplasmic reticulum of tobacco plant leaf cells with an intein-based posttranslational protein fusion technology. The repeated ligation of FLAG monomers resulted in the formation of large multimers. This method avoids the need for highly repetitive transgenes, which may result in a higher genetic and transcriptional stability. Here we show, for the first time, the production of synthetic, high molecular weight spider silk proteins larger than 250 kDa based on the assembly of protein monomers via intein-mediated trans-splicing in planta. The resulting multimeric structures form microfibers, thereby demonstrating their great potential as a biomaterial.

phiC31 integrase-mediated site-specific recombination in barley.

The Streptomyces phage phiC31 integrase was tested for its feasibility in excising transgenes from the barley genome through site-specific recombination. We produced transgenic barley plants expressing an active phiC31 integrase and crossed them with transgenic barley plants carrying a target locus for recombination. The target sequence involves a reporter gene encoding green fluorescent protein (GFP), which is flanked by the attB and attP recognition sites for the phiC31 integrase. This sequence disruptively separates a gusA coding sequence from an upstream rice actin promoter. We succeeded in producing site-specific recombination events in the hybrid progeny of 11 independent barley plants carrying the above target sequence after crossing with plants carrying a phiC31 expression cassette. Some of the hybrids displayed fully executed recombination. Excision of the GFP gene fostered activation of the gusA gene, as visualized in tissue of hybrid plants by histochemical staining. The recombinant loci were detected in progeny of selfed F(1), even in individuals lacking the phiC31 transgene, which provides evidence of stability and generative transmission of the recombination events. In several plants that displayed incomplete recombination, extrachromosomal excision circles were identified. Besides the technical advance achieved in this study, the generated phiC31 integrase-expressing barley plants provide foundational stock material for use in future approaches to barley genetic improvement, such as the production of marker-free transgenic plants or switching transgene activity.

Split-transgene expression in wheat.

The establishment of traits that result from the concerted expression of complementing transgene fragments is a feasible tool for trait control or gene flow control in plants. This chapter describes the methodology for producing herbicide-resistant and pollen-sterile wheat plants by the intein-mediated assembly of inactive precursor protein fragments (protein trans-splicing). We suggest the design of intein-containing vectors for split-transgene expression. We describe transient plant assays that can be used to analyse the functionality of the system and describe the transformation of wheat plants using a split selection marker.We hope that this chapter will be a helpful guideline for researchers who are interested in applying similar split-gene approaches in wheat or other monocotyledonous crops.

Transgene excision from wheat chromosomes by phage phiC31 integrase.

The Streptomyces phage phiC31 integrase was tested for its ability to excise transgenic DNA from the wheat genome by site-specific recombination. Plants that stably express phiC31 integrase were crossed to plants carrying a target construct bearing the phiC31 recognition sites, attP and attB. In the progeny, phiC31 recombinase mediates recombination between the att sites of the target locus, which results in excision of the intervening DNA. Recombination events could be identified in 34 independent wheat lines by PCR and Southern blot analysis and by sequencing of the excision footprints. Recombinant loci were inherited to the subsequent generation. The results presented here establish the integrase-att system as a tool for catalysing the precise elimination of DNA sequences from wheat chromosomes.

Intein-mediated protein assembly in transgenic wheat: production of active barnase and acetolactate synthase from split genes.

Engineering traits by the assembly of non-functional gene products is a promising tool for modern plant biotechnology. In this article, we describe the establishment of male sterility and herbicide resistance in wheat (Triticum aestivum) by complementing inactive precursor protein fragments through a split intein system. N- and C-terminal fragments of a barnase gene from Bacillus amyloliquifaciens were fused to intein sequences from the Synechocystis sp. gene DnaB and delivered into the wheat genome via biolistic particle bombardment. Both barnase fragments were expressed under the control of a tapetum-specific promoter. High efficiency of the split barnase system was achieved by introducing GGGGS linkers between the fusion domains of the assembled protein. Depending on the vector version that was transformed, up to 51% of primary transformed plants produced sterile pollen. In the F(1) progeny, the male-sterile phenotype segregated with both barnase gene fragments. Expression of the cytotoxic barnase in the tapetum did not apparently affect the vegetative phenotype and remained stable under increased temperatures. In addition, the reconstitution of sulphonylurea resistance was achieved by DnaE intein-mediated assembly of a mutated acetolactate synthase (ALS) protein from rice. The impacts of the technical advances revealed in this study on the concepts for trait control, transgene containment and hybrid breeding are discussed.

Expression of active Streptomyces phage phiC31 integrase in transgenic wheat plants.

Site-specific recombination systems are becoming an important tool for the genetic modification of crop plants. Here we report the functional expression of the Streptomyces phage-derived phiC31 recombinase (integrase) in wheat. T-DNA constructs containing a phiC31 integrase transgene were stably transformed into wheat plants via particle gun bombardment. A plant-virus-based assay system was used to monitor the site-specific recombination activity of the recombinant integrase protein in vivo. We established several independent doubled haploid (DH) inbred lines that constitutively express an active integrase enzyme without any apparent detrimental effects on plant growth and development. The potential of phiC31 integrase expression in crop plants related to transgene control technologies or hybrid breeding systems is discussed.

A novel hybrid seed system for plants.

A two-component hybrid seed system has been developed that is broadly applicable and provides for effective generation and maintenance of the male-sterile parent, hybrid seed production and full restoration of fertility in the hybrid seed. The technology is based on the functional interaction of two loci that are inserted in the same position on two homologous chromosomes, and thus are 'linked in repulsion', and that jointly code for male sterility and herbicide resistance, both traits being expressed in heterozygous plants only. The localization to the same locus on a chromosome is achieved by the genetic transformation of plants with a construct containing both genetic elements (loci), and subsequent derivatization from the primary pro-locus of the two precursor lines using site-specific deletions. The functional interaction of the two loci is achieved through intein-based trans-splicing of two pairs of complementary protein fragments that provide for male sterility and herbicide resistance. Unlike the hybrid seed systems that are currently in use, the technology relies on the genetic modification of just one parent, and is therefore much simpler to develop and use. Arabidopsis has been used for the proof of principle presented here, but the essential elements of the technology are generic and have been shown to work in many crop species.

High-yield production of authentic human growth hormone using a plant virus-based expression system.

We describe here a high-yield transient expression system for the production of human growth hormone (hGH, or somatotropin) in transfected Nicotiana benthamiana leaves. The system is based on a recently described plant virus-based modular expression vector [Gleba, Y., Marillonnet, S. and Klimyuk, V. (2004) Engineering viral expression vectors for plants: the 'full virus' and the 'deconstructed virus' strategies. Curr. Opin. Plant Biol. 7, 182-188; Marillonnet, S., Giritch, A., Gils, M., Kandzia, R., Klimyuk, V. and Gleba, Y. (2004) In planta engineering of viral RNA replicons: efficient assembly by recombination of DNA modules delivered by Agrobacterium. Proc. Natl. Acad. Sci. USA, 101, 6852-6857], and represents a simple and fast alternative to stable transformation. By using various combinations of provector modules, hGH was produced in three compartments of the cell: the apoplast, the chloroplast and the cytosol. We found that targeting to the apoplast provided the highest amount of correctly processed and biologically active hGH, with a yield of up to 10% of total soluble protein or 1 mg per gram of fresh weight leaf biomass. These results indicate that the use of viral vectors for high-yield production of human therapeutic proteins in plants by transient expression provides an attractive alternative to production protocols using standard expression vectors in transgenic or transplastomic plants.

Silencing in Arabidopsis T-DNA transformants: the predominant role of a gene-specific RNA sensing mechanism versus position effects.

Pronounced variability of transgene expression and transgene silencing are commonly observed among independent plant lines transformed with the same construct. Single-copy T-DNA lines harboring reporter genes of various kind and number under the control of a strong promoter were established in Arabidopsis thaliana for a comprehensive analysis of transgene expression. Characterization of 132 independent transgenic lines revealed no case of silencing as a result of site of T-DNA integration. Below a certain number of identical transgenes in the genome, gene copy number and expression were positively correlated. Expression was high, stable over all generations analyzed, and of a comparable level among independent lines harboring the same copy number of a particular transgene. Conversely, RNA silencing was triggered if the transcript level of a transgene surpassed a gene-specific threshold. Transcript level-mediated silencing effectively accounts for the pronounced transgene expression variability seen among transformants. It is proposed that the RNA sensing mechanism described is a genome surveillance system that eliminates RNA corresponding to excessively transcribed genes, including transgenes, and so plays an important role in genome defense.

In planta engineering of viral RNA replicons: efficient assembly by recombination of DNA modules delivered by Agrobacterium.

We have developed an efficient, versatile, and user-friendly viral engineering and expression system that is based on in planta assembly of functional viral vectors from separate pro-vector modules. With this new system, instead of supplying a plant cell with a complete viral vector as a mature viral particle, an RNA or a linear DNA molecule, we use agrobacteria to deliver various modules that are assembled inside the cell with the help of a site-specific recombinase. The resulting DNA is transcribed, and undesired elements such as recombination sites are spliced out, generating a fully functional RNA replicon. The proposed protocol allows us, by simply treating a plant with a mixture of two or more agrobacteria carrying specific prefabricated modules, to rapidly and inexpensively assemble and test multiple vector/gene combinations, without the need to perform the various engineering steps normally required with alternative protocols. The process described here is very fast (expression requires 3-4 days); it provides very high protein yield (up to 80% of total soluble protein); more than before, it is carried out using in vivo manipulations; it is based on prefabricated genetic modules that can be developed/upgraded independently; and it is inherently scalable.

A comprehensive characterization of single-copy T-DNA insertions in the Arabidopsis thaliana genome.

T-DNA flanking sequences were isolated from 112 Arabidopsis thaliana single-copy T-DNA lines and sequence mapped to the chromosomes. Even though two T-DNA insertions mapped to a heterochromatic domain located in the pericentromeric region of chromosome I, expression of reporter genes was detected in these transgenic lines. T-DNA insertion did not seem to be biased toward any of Arabidopsis' five chromosomes. The observed distribution of T-DNA copies in intergenic sequence versus gene sequence (i.e. 5'-upstream regions, coding sequences and 3'-downstream regions) appeared randomly. An evaluation of T-DNA insertion frequencies within gene sequence revealed that integration into 5'-upstream regions occurred more frequently than expected, whereas insertions in coding sequences (exons and introns) were found less frequently than expected based on random distribution predictions. In the majority of cases, single-copy T-DNA insertions were associated with small or large rearrangements such as deletions and/or duplications of target site sequences, deletions and/or duplications of T-DNA sequences, and gross chromosomal rearrangements such as translocations. The accuracy of integration was similarly high for both left- and right-border sequences. These results may be called upon when making detailed molecular analyses of transgenic plants or T-DNA induced mutants.

Neither inverted repeat T-DNA configurations nor arrangements of tandemly repeated transgenes are sufficient to trigger transgene silencing.

Transgene expression was analysed in Arabidopsis T-DNA transformants carrying defined numbers and arrangement of different reporter genes. All transgenes were placed under the control of the strong constitutive CaMV 35S promoter. High, stable transgene expression was observed in plants containing two copies of the beta-glucuronidase (GUS) gene, two or four copies of the green fluorescent protein (GFP) gene and two, four or six copies of the streptomycin phosphotransferase (SPT) gene. Thus, the mere presence of multiple promoter and/or transgene sequences did not result in gene silencing. In none of the cases analysed were tandem repeat arrangements of transgenes and/or inverted repeat (IR) T-DNA structures sufficient to trigger silencing of the different reporter genes. Instead, post-transcriptional gene silencing (PTGS) correlated with the copy number of the highly expressed transgenes. Twelve copies of the SPT and four copies of the GUS gene triggered silencing. Silencing is frequently associated with repetitive T-DNA structures. We favour the idea that in many cases this may be attributed to the high transgene doses rather than the repeat arrangements themselves.