The power of model-to-crop translation illustrated by reducing seed loss from pod shatter in oilseed rape
Elucidation of key regulators in Arabidopsis fruit patterning has facilitated knowledge-translation into crop species to address yield loss caused by premature seed dispersal (pod shatter).
In the 1980s, plant scientists descended on a small weed Arabidopsis thaliana (thale cress) and developed it into a powerful model system to study plant biology. The massive advances in genetics and genomics since then have allowed us to obtain incredibly detailed knowledge on specific biological processes of Arabidopsis growth and development, its genome sequence and the function of many of the individual genes. This wealth of information provides immense potential for translation into crops to improve their performance and address issues of global importance such as food security. Here, we describe how fundamental insight into the genetic mechanism by which seed dispersal occurs in members of the Brassicaceae family can be exploited to reduce seed loss in oilseed rape (Brassica napus). We demonstrate that by exploiting data on gene function in model species, it is possible to adjust the pod-opening process in oilseed rape, thereby significantly increasing yield. Specifically, we identified mutations in multiple paralogues of the INDEHISCENT and GA4 genes in B. napus and have overcome genetic redundancy by combining mutant alleles. Finally, we present novel software for the analysis of pod shatter data that is applicable to any crop for which seed dispersal is a serious problem. These findings highlight the tremendous potential of fundamental research in guiding strategies for crop improvement.
KeywordsArabidopsis thaliana Brassica species Model-to-crop translation Fruit development Pod shatter Oilseed rape
Food security is being challenged worldwide due to population increase and climate change (Tilman et al. 2011; Fisher et al. 2014; Hunter et al. 2017). It is therefore crucial that plant scientists explore every opportunity for enhancing the efficiency with which crops are grown. Advances in plant molecular biology, genetics and genomics have over the last 3 decades led to an explosion in our understanding of specific biological processes, the function of individual genes and genome dynamics during plant development. This wealth of information holds an incredible potential to be exploited for translation into improved and sustainable crop production (Boden and Østergaard 2019).
More research funds have been invested into understanding the biology of Arabidopsis than to any other plant species in the belief that many processes controlling all aspects of plant development are conserved across the plant kingdom. Attempts to transfer knowledge from Arabidopsis to crops seem a valid test of this assumption. Since members of the Brassica genus are the closest crop relatives to Arabidopsis, model-to-crop translation between the Arabidopsis and Brassica crops provides potentially huge opportunities. The aim of this paper is to provide an illustrative example of how understanding the molecular details of a specific process during plant development can be used to address a serious barrier to more efficient crop production.
Morphological conservation of fruit structures in Arabidopsis and Brassica species
Pod shatter is a term used for the preharvest fruit opening and seed dispersal of oilseed rape (B. napus) leading to yield loss. The similarities in fruit morphology between Arabidopsis and Brassica species (Fig. 1) suggest that the underlying patterning mechanism is conserved. It is therefore possible that knowledge on fruit opening in Arabidopsis can be exploited to address the problem of pod shatter in oilseed rape. After fertilisation at developmental stage 13 [stages defined for Arabidopsis flower development in Smyth et al. (1990) and conserved in Brassicas as described in Girin et al. (2010)], Brassicaceae fruits elongate and form a number of specialised tissues including valves (also known as pod walls), a central replum and valve margins that form at the valve/replum borders where fruit opening will take place (Fig. 1c, g). This process is the result of precise tissue- and cell-type specification allowing the separation of the valves from the replum and leading to the timely dispersal of mature seeds (Fig. 1d, h; Roberts et al. 2002). The valve margins are composed of two distinct cell types, a lignified layer and a separation layer (Fig. 1i). Upon fruit maturation, cells in the valve margins mediate fruit opening through degradation of the pectin-rich separation layer by secreting polygalacturonase enzymes (Ogawa et al. 2009; Petersen et al. 1996; Degan et al. 2001; Spence et al. 1996).
Although efficient seed dispersal is an advantage for plants growing in the wild, unsynchronised pod shatter of oilseed rape causes average annual losses above 10% of harvest (Price et al. 1996) which can exceed 70% under adverse weather conditions (de la Pasture 2018). Controlling pod shatter is in fact such an important trait for oilseed rape yield increase, and many other traits focused around plant architecture are aimed at reducing pod shatter-mediated seed loss in the field (Morgan et al. 2000).
Conservation of genetic and hormonal activities in Brassicaceae fruit development
Setting up the overall patterning process of the Brassicaceae fruit is a prerequisite for proper development. Several of the key genetic factors from Arabidopsis have been identified and the interactions between them established (Fig. 1i). For a comprehensive description of all known components, see Dinneny et al. (2005). Here, we focus on the INDEHISCENT (IND) gene, which encodes a basic helix-loop-helix (bHLH) transcription factor that is essential for valve margin formation (Liljegren et al. 2004). The highly specific expression of the IND gene in valve margin tissue is ensured by the repressing activities of the FRUITFULL (FUL) gene in the valves and the REPLUMLESS (RPL) gene in the replum (Ferrándiz et al. 2000; Roeder et al. 2003; Dinneny et al. 2005).
We previously found that this genetic network interacts with activities of the phytohormones auxin and gibberellin (GA) to ensure proper fruit patterning in Arabidopsis (Sorefan et al. 2009; Arnaud et al. 2010; Girin et al. 2011). In wild-type fruits, both local depletion of auxin and biosynthesis of GA are required at the valve margin for specification of the separation layer where fruit opening takes place. IND mediates these events by directly regulating genes involved in both processes. The GA4 gene in Arabidopsis encodes an enzyme (GA3OX1) that mediates the final step in the biosynthesis of active gibberellins (GA1 and GA4) (Talon et al. 1990), and our previous work revealed that IND binds to and directly induces expression of the GA4 gene (Arnaud et al. 2010). The production of gibberellin leads to derepression of another key regulator of valve margin formation, ALCATRAZ (Rajani and Sundaresan 2001) by promoting degradation of DELLA growth repressors (Arnaud et al. 2010).
In this study, we obtain and analyse mutant combinations of IND and GA4 paralogous genes of the allotetraploid B. napus (oilseed rape). Our results provide the final stage of a model-to-crop translation pipeline from fundamental discoveries in a model system via proof-of-concept in diploid Brassica species to validation in oilseed rape, thereby revealing the power of such strategies for crop improvement.
Materials and methods
Plant material and plant growth
B. napus var. Cabriolet wild type and mutants were sown in F9 pots containing F1 compost and then grown at long day (16 h light/8 h dark) at 18 °C day and 12 °C night temperature. After 6-week vernalisation at 5 °C, plants were potted on into 1-L pots containing John Innes Number 2 compost. They were then grown in a glasshouse with long-day conditions at 18 °C day and 12 °C night temperature.
Brassica IND and GA4 sequences were identified from EnsemblPlants by using BLAST with the Arabidopsis IND and GA4 protein sequences, respectively. Alignments were produced using the Clustal Omega software from EMBL-EBI, and phylogenies were produced using the phylogeny.fr software package (Dereeper et al. 2008).
Random impact test (RIT) assay
Pod shatter resistance was quantified by the RIT assay first described in Morgan et al. (1998). Fruits were harvested at stage 19 (stages defined in Smyth et al. 1990; Girin et al. 2010), when they were fully dry, but unopened and placed in portions of 20 into small perforated bags, which allow moisture exchange. Bags of fruits were placed in a dehumidification chamber and equilibrated to 50% humidity for > 48 h. Twenty undamaged fruits were used in each separate assay, and assays were performed in triplicates (i.e. 60 fruits required per data point). Fruits were placed together with six 8-mm steel balls in a 20-cm-diameter cylindrical container. The container was shaken in the Random Impact Test machine (produced at the John Innes Centre) at a frequency of 4.98 Hz and a stroke length of 51 mm for 8-s intervals until all the fruits were dehisced. After each interval, fruits were examined and the number of intact fruits remaining was counted. Fruits that had released any of their seeds were considered broken.
Tissues were fixed for 6 h in an FAA solution (3.7% formaldehyde, 5% acetic acid, 50% ethanol) and subsequently dehydrated through an ethanol series. The tissues were cleared with Histoclear (National Diagnostics) and embedded in paraffin. An RM2255 rotary microtome (Leica) was used to make 8 μm transversal stem sections.
After deparaffinisation, sections were stained with an Alcian Blue 8Gx/Safranin-O solution (0.05% Alcian Blue 8Gx and 0.01% Safranin-O in 0.1 M acetate buffer [pH 5.0]) as described in Østergaard et al. (2006). Sections were examined under light microscopy.
Results and discussion
Obtaining and characterising B. napus IND mutants
In order to obtain loss-of-function bnaA.ind.a and bnaC.ind.a mutants, we first designed paralogue-specific amplicons for the two B. napus IND genes (Online Resource 2a, b) and subsequently screened the B. napus TILLING resource available in the variety Cabriolet from the RevGenUK platform at the John Innes Centre (www.revgenuk.ac.uk). We did not identify any mutations that would generate premature stop codons; however, out of the allelic series that were obtained, we chose four mutant alleles for each paralogue for further studies (Fig. 3b). These alleles were chosen based on the nature of the amino acid change (e.g. charge, hydrophobicity, size) and conservation among IND from Arabidopsis (see alignment in Online Resource 1). For example, charge changes include the D16N and G53R mutations, the T146I mutation changes hydrophobicity and both G53R and R95H mutations involve changes in amino acid size.
In agreement with functional redundancy of the two B. napus IND genes, we did not observe any phenotypic defects in single mutants (Online Resource 2c, d). Crosses were therefore performed in order to obtain double mutants. We performed all combinations of crosses resulting in 16 different double-mutant lines (Online Resource 3a).
The mutant lines did not display the same dramatic effects on valve margin formation as the knock-out and overexpression lines shown in Fig. 2. However, given that complete indehiscence will not be desirable for oilseed rape farmers in terms of recovering seeds, fine-tuning IND and GA4 activities through pairing of mutant alleles may provide levels of dehiscence better suited for yield increase. To quantify pod shatter resistance of fruits from the B. napus mutant lines generated here, we used the Random Impact Test (RIT) assay first developed by Morgan et al. (1998). The RIT applies mechanical force to mature and dry Brassica fruits by shaking them in a container in the presence of metal ball bearings for a certain amount of time (Online Resource 4a–c). The time it takes for half of the fruits in the container to break open is taken as a measure of their level of pod shatter resistance (Morgan et al. 1998) and referred to here as the RIT50 value (Online Resource 4d). To better analyse these data, we developed the software package, podshatteR. Based within the free R software environment, it provides a simple GUI with a step-by-step process for improved data quality analysis, curve fitting and therefore a more precise quantification of the RIT50 value (Online Resource file).
For the bnaA.ind.a bnaC.ind.a double mutants, we obtained fruits suitable for the RIT assay for 13 out of the 16 combinations and tested them in comparison with the wild-type Cabriolet variety, which is the background for the TILLING population. For simplicity, we will refer to these double mutants by their amino acid substitution as in Fig. 3c where the first annotation refers to the substitution on the A genome and the second on the C genome. The graph in Fig. 3c shows a wide range of shatter resistance from lines such as G53R/T146I that exhibit less resistance than wild type to M70I/T146I and D16N/R95H that are significantly more resistant than wild type. Three combinations produced fruits that were largely infertile and therefore not included in the analysis (Online Resource 3a). This may be due to background mutations caused by EMS at other loci that affected the development of, for example, pollen or stigma or other tissues important for efficient fertilisation.
It is not clear which residue mutations provide the effect as combinations with each of the individual mutations in the resistant lines also found in combinations with less resistance (Fig. 3c). The significant increased shattering of G53R/T146I and G53R/G53R is intriguing, and it is possible that also this phenotype is due to complications caused by background mutations. On the other hand, Bra.IND proteins are members of the bHLH family of transcription factors who are known to function as dimers (Amoutzias et al. 2008). It is therefore possible that certain combinations lead to increased compatibility in heterodimer formation that may enhance the activity of the complex. To prove this will require further analysis.
Taken together, these data show that by obtaining an allelic series of mutations in the Bna.IND genes, it is possible to make combinations in order to fine-tune the level of pod shattering.
Obtaining B. napus GA4 mutants
We have previously described how knocking out two GA4 paralogues in B. oleracea by CRISPR/Cas9 led to the production of pod-shatter-resistant siliques (Lawrenson et al. 2015). Moreover, the plants displayed a dwarf architecture in agreement with the phenotype of ga4 mutants in Arabidopsis (Chiang et al. 1995).
We designed specific amplicons for each of the four paralogues as described for the B. napus IND alleles above. By screening the B. napus Cabriolet TILLING population, we obtained allelic series of all. For three of these GA4 genes, at least one allele gave rise to a premature stop codon in the 5’ half of the coding region (Fig. 5b, Online Resource 5) and we decided to focus on these for the subsequent analyses. As expected, due to redundancy among the paralogues, none of the single mutants led to any phenotypic defects (Online Resource 6). Hence, all three combinations of double mutants were produced by crossing and homozygous lines obtained.
The effect on valve margin development in ga4 mutants in Arabidopsis is specific to the separation layer, and the level of indehiscence of ga4 fruits is therefore not as pronounced as for fruits from the ind mutant that have lost both separation layer and lignified layer (Arnaud et al. 2010). Rather than developing a large allelic series using combinations of missense mutations, we focussed on the nonsense mutations, which gave rise to premature stop codons in three of the B. napus GA4 paralogues.
In a RIT analysis, we found that the combination of the bnaA9.ga4 bnaC5.ga4 double exhibited the largest effect with shatter resistance ~ 2.5-fold above wild type with significant increase in shatter resistance observed for both directions of crossing, i.e. when pollen from the C5 allele was applied to A9 stigma and vice versa (Fig. 5c). In agreement with the increased resistance, cross sections of stage-17C fruits from the C5xA9 double mutant exhibited reduced separation at the valve margin compared to wild type (Fig. 5d).
In both examples shown here, 2–3-fold higher shatter resistance was obtained. Interestingly, this is in the same range as the best performing bna.ind double mutant line obtained in the ‘Express’ variety (~ 3-fold increase compared to wild type) (Braatz et al. 2018). Also, a 2.5-fold improvement was obtained in the InVigor hybrid line developed by Bayer in which the two bna.ind mutants are heterozygous knockouts (European Patent Specification 2008).
In conclusion, the RIT50 data for certain of the mutant combinations obtained here revealed a significant increase in resistance compared to wild type. In particular, the bna.ind D16N/R95H and bnaA9.ga4 bnaC5.ga4 mutants led to resistance that is comparable to previous reports (Braatz et al. 2018; European Patent Specification 2008) and therefore hold promising potential for inclusion in future breeding programmes. We have recently demonstrated that higher temperature accelerates pod shatter in fruits from a range of Brassicaceae species including Arabidopsis and B. napus. Our experiments revealed this effect to be mediated at least partially by upregulation of the IND gene (Li et al. 2018). It is therefore plausible that the lines generated here will maintain their high shatter resistance independent of temperature increase, potentially leading to an even higher relative improvement compared to the Cabriolet wild type.
In the last 3 decades, investment in research to understand the growth and development of Arabidopsis thaliana has been second to none in the plant kingdom. The amount of knowledge on, for example, gene regulation, hormone dynamics, metabolism and disease resistance, emerging from this investment has been impressive. Nevertheless, politicians, funders and taxpayers have a right to question whether this enormous attention to a small weed is justified.
Scientifically, discoveries in Arabidopsis have no doubt led to a significantly increased basic understanding of plant biology and more widely biology in general. Whilst this may not have immediate societal impact, it contributes to a fundamental part of being human—i.e. a continued strive towards understanding the world we live in.
The model-to-crop project described here provides a reassuring example that, in terms of crop improvement, the focus on Arabidopsis has been a valuable investment. The results in the B. napus crop are based purely on a pipeline originating from fundamental discoveries in Arabidopsis going back > 20 years since the first gene was discovered (FUL; Gu et al. 1998). In fact, identification of the key regulators would almost certainly not have been achievable directly in a polyploid crop, such as B. napus. The forward screens involved and requirements to overcome redundancy of paralogues would simply make it unfeasible to identify the key regulators and elucidate the genetic and hormonal networks in B. napus, even with the advanced gene-editing and genomics technologies available today.
The strategy for addressing pod shatter in oilseed rape by the approach described here has depended entirely on a translational approach. This work therefore demonstrates how knowledge obtained in a model system can be successfully transferred for use in crop improvement programmes. It should therefore serve as an encouraging example for scientists, the industry and funding agencies to get involved and support such undertakings.
Vast amounts of genetics and genomics resources are becoming available directly in crop species such as wheat (Uauy 2017), rice (Wing et al. 2018), maize (Nannas and Dawe 2015) and also in Brassica species (Lawrenson et al. 2015; Chalhoub et al. 2014). Therefore, addressing fundamental questions is no longer restricted to Arabidopsis or other relatively simple genetic systems. Scientists can now test hypotheses directly in crops to an extent that has not previously been possible, which will lead to an acceleration in crop improvement. Nevertheless, the small size, simple genetics and short generation time will ensure that Arabidopsis thaliana and other model plants remain attractive and important model systems for future discoveries with the potential to save billions from starvation and this no doubt will expand our fundamental understanding of biology on the planet.
Author contribution statement
PS, NS and LØ designed the research. NP developed podshatteR software. PS, NS, MB, MI, CO and RW performed experiments. L.Ø. wrote the manuscript, and all authors commented on it.
We thank the following science support services at the John Innes Centre: RevGenUK TILLING platform, Bio-imaging, Photography and Horticulture for skilful assistance. This work was supported by Grants BB/J533055/1 (Follow-on Fund), BB/I017232/1 (Crop Improvement Research Club) and BB/P003095/1 (Strategic LoLa) to L.Ø. from the Biotechnological and Biological Sciences Research Council and by the Institute Strategic Programme Grants BB/J004553/1 and BB/P013511/1 to the John Innes Centre.
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