Multicopy transposons could disseminate potentially lethal/unfit genes in weed populations, especially when coupled with positive selection to facilitate rapid dissemination.
Abstract
We speculate that multicopy transposons, carrying both fitness and unfitness genes, can provide new positive and negative selection options to intractable weed problems. Multicopy transposons rapidly disseminate through populations, appearing in approximately 100% of progeny, unlike nuclear transgenes, which appear in a proportion of segregating populations. Different unfitness transgenes and modes of propagation will be appropriate for different cases: (1) outcrossing Amaranthus spp. (that evolved resistances to major herbicides); (2) Lolium spp., important pasture grasses, yet herbicide-resistant weeds in crops; (3) rice (Oryza sativa), often infested with feral weedy rice, which interbreeds with the crop; and (4) self-compatible sorghum (Sorghum bicolor), which readily crosses with conspecific shattercane and with allotetraploid johnsongrass (Sorghum halepense). The speculated outcome of these scenarios is to generate weed populations that contain the unfitness gene and thus are easily controllable. Unfitness genes can be under chemically or environmentally inducible promoters, activated after gene dissemination, or under constitutive promoters where the gene function is utilized only at special times (e.g. sensitivity to an herbicide). The transposons can be vectored to the weeds by introgression from the crop (in rice, sorghum, and Lolium spp.) or from planted engineered weed (Amaranthus spp.) using a gene conferring the degradation of a no longer widely used herbicide, especially in tandem with an herbicide-resistant gene that kills all nonhybrids, facilitating the rapid dissemination of the multicopy transposons in a weedy population.
INTRACTABLE WEED PROBLEMS AND THE PROPOSED USE OF MULTICOPY TRANSPOSONS IN PEST CONTROL
Most of the intractable weed problems at present can be classified into two general groups: weeds that are closely related to crops, for which there are no selective herbicides, and weeds that are rapidly evolving multiple resistances to herbicides and/or to new habitats. New solutions must be found for these problems, as the chemical solutions, if even available, are not sustainable in the long term. This includes such unsustainable solutions as using transgenic herbicide resistance. The transgene in the first case can rapidly introgress into the related weed, and in the second case resistance evolves quickly. Solutions have been proposed and tested on how to mitigate gene flow from crop to weed by tandemly attaching to the herbicide resistance transgenes a second gene that is neutral to the crop but confers unfitness to the weeds (Gressel, 1999; Al-Ahmad et al., 2005; Rose et al., 2009). Nonchemical solutions that can either partially replace or augment the chemical solutions are desirable to ensure the sustainability of all solutions in the longer term. It may be hard to find solutions if we incorrectly consider (as some do) weeds as wild species whose biodiversity must be protected. The typically intractable weed species are (inadvertently) human domesticated species and thrive only in human disturbed habitats. They codomesticated and coevolved with crops, such that they are typically poor at competing in the wild, just as major crops cannot compete outside of coddled agroecosystems. When one compares the traits of weeds with those of closely related wild species, one sees that there is a syndrome of traits that relates to weeds and another for wild species, of course with some overlap (Warwick and Stewart, 2005).
The use of transposons to disseminate unfitness genes has been proposed for insect control. Here, we describe modifications of the insect paradigm that might be used in controlling weeds, discussing four disparate weed/crop systems where transposons might be used. We previously discussed in a very preliminary manner how such a technology might be used to deal with the parasitic Striga hermonthica (Gressel and Levy, 2000) but did not extrapolate to other weed systems, and we thought that the utility would be limited solely to obligately outcrossing species. This may not necessarily be the case in some instances, as will be discussed in the case of rice (Oryza sativa).
The original transposons with armed cassette-targeted insect control strategy (TAC-TICS) concept was to engineer a lethal gene under the control of an inducible promoter into a transposon and then engineer the transposon in multiple copies into the insect pest (Pfeifer and Grigliatti, 1996; Grigliatti et al., 2001) or Striga hermonthica (Gressel and Levy, 2000) and release individuals into the field. These transposons introgress into multiple loci on many chromosomes, which results in their dispersal in all progeny. The advantage of multicopy transposons is that all or almost all progeny of matings and their further backcrosses as well as selfed progeny contain the transposon and not just a fraction of the population, 75% by selfing and only 50% by outcrossing, as with single-copy Mendelian genes. In one laboratory experiment, 90% of the insect population contained the inactive, potentially lethal transposon-carried gene, six generations after introduction of a few multicopy transposon-carrying insects into the population (Grigliatti et al., 2001). The gene can be chemically activated at some point after dissemination, decimating the pest population. Sadly, the initial proponents of TAC-TICS and the entomology community have not gone beyond the laboratory experiments cited, due to lack of support.
A typical example of spread through a population is the Drosophila spp. P element (Houck et al., 1991). Genetic stocks from multiple collections, together with sequencing data, indicate that the P element is a recent arrival to the Drosophila spp. genome. It appeared approximately 40 years ago, and since has invaded most if not all the wild populations of Drosophila spp. There are many examples in plants of active transposons that can proliferate while jumping. These include DNA transposons that jump preferentially during DNA replication, such as Activator/Dissociation (Ac/Ds; Greenblatt, 1984) and Mutator (Walbot and Warren, 1988), and as a result can increase in copy number. This also includes retroelements that transpose via a copy-paste mechanism through reverse transcription of an RNA intermediate, such as for the rice active retroelements (Hirochika et al., 1996; Naito et al., 2009). Transposons have also been engineered to carry genes, such as antibiotic or herbicide resistance for positive selection, or reporter genes for monitoring and use in promoter and enhancer trapping (Meissner et al., 1997). Usually, the engineered transposon is nonautonomous (i.e. it does not catalyze its own transposition but is dependent on a transposase-encoding gene provided in trans). Positive selection for the presence of transposons has been used in tagging experiments, where the goal is to promote transposition in order to mutate genes and then to monitor the presence of the transposon (Sundaresan, 1996).
USE OF HERBICIDE SENSITIVITIES AS A KEVORKIAN GENE
A novel addition to the TAC-TICS concept is to use herbicide susceptibility in the transposon as the kev (for Kevorkian [chemically induced suicide]) gene in crop varieties or to directly disseminate it separately in weedy rice or shattercane (Sorghum bicolor). Genes have been pinpointed that naturally degrade herbicides in specific plant species, providing the herbicide selectivity in those species (Table I). Silencing such genes provides a high level of sensitivity to the herbicide, often greater than that in typically sensitive species, because the sensitive species often have some basal ability to degrade herbicides but not enough to remain alive. Assuming that the genes of choice for crop resistance are to glyphosate, glufosinate, or a protoporphyrinogen oxidase inhibitor that controls grasses as well as broadleaf weeds, the herbicide susceptibility on the transposon should be to a commonly used inexpensive herbicide such as 2,4-dichlorophenoxyacetic acid (2,4-D) that has been supplanted by the latter herbicides (Table I). This is because 2,4-D is no longer needed in rotations when the above are used, as they control the same weeds. Nuclear introgression of 2,4-D susceptibility would pass resistance to a fraction of the progeny of any hybrids and their backcrosses, but 2,4-D sensitivity in transposons will be conferred upon most progeny. Thus, at any stage of the rotation when it is necessary to use 2,4-D (because weeds have introgressed or evolved incipient resistant populations to the transgenic resistances in rice), 2,4-D can be used. 2,4-D will not only control the crop × weed hybrids that introgressed herbicide resistance, it will control almost all of the weedy backcrosses in the population, due to multicopy transposon spread to all progeny.
Table I. Potential kev genes that could be used in transposon constructs and dispersed in weeds: They can be engineered under constitutive or inducible promoters, depending on the context.
Gene | Trait | System Appropriate | Reference |
---|---|---|---|
Enhanced herbicide susceptibility: genes in antisense, or as RNAi, or as microRNA | |||
CYP72A31 | Bispyribac detoxification | indica rice/weedy rice | Saika et al. (2014) |
Many unknown | Detoxification in rice | Rice/weedy rice | Usui (2001) |
CYP81A6 | Bentazon and some sulfonylurea detoxification | Rice/weedy rice | Pan et al. (2006) |
Carboxylesterase | 2,4-D detoxification | Rice/weedy rice | Gershater et al. (2006) |
2,4-D and clodinafop detoxification | |||
Unknown CYP | Prosulfuron detoxification | Sorghum/weedy sorghums | Moreland et al. (1996) |
Unknown CYP | Metolachlor detoxification | Sorghum/weedy sorghums | Moreland and Corbin (1991) |
Unknown CYP | Bentazon detoxification | Sorghum/weedy sorghums | Burton and Maness (1992); Hinz et al. (1997) |
GST | Atrazine detoxification | Sorghum/weedy sorghums | Frear and Swanson (1970) |
GST(s) | Propachlor detoxification | Sorghum/weedy sorghums | Lamoureux et al. (1971) |
GST B1/B2 | Metolachlor | Sorghum/weedy sorghums | Gronwald and Plaisance (1998) |
GST(s) | Alachlor/atrazine | Sorghum/weedy sorghums | Hatton et al. (1996) |
Unknown | Mesotrione detoxification | Sorghum/weedy sorghums | Joy et al. (2009) |
Unknown CYP | Thiazopyr | Sorghum/weedy sorghums | Feng et al. (1995) |
Amaranthus/Amaranthus spp. | |||
Unknown CYP | Simazine detoxification | Lolium/Lolium spp. | Burnet et al. (1993) |
Unknown CYP | Mesotrione detoxification | Amaranthus/Amaranthus spp. | Ma et al. (2013) |
Unknown GST | Atrazine detoxification | Amaranthus/Amaranthus spp. | Ma et al. (2013) |
Unfit mitigating genes | |||
Δgai | Dwarfing | Rice, sorghum, Lolium, Amaranthus spp. | Al-Ahmad et al. (2006) |
SH1 | (Anti)shattering | Sorghum, rice (?) | Lin et al. (2012) |
RNA silencing (many) | Male and female sterility | Inducible | Liu and Singer (2013) |
Many | Male sterility | Inducible | Kausch et al. (2013) |
FOUR EXAMPLES OF INTRACTABLE WEEDS NEEDING POTENTIALLY DIFFERENT SOLUTIONS
Four case studies are presented below depicting how the transposon technology might be utilized in four different weed/crop systems. The differences in crops and weeds necessitate a separate discussion of each.
Major Outcrossing Weeds (e.g. Amaranthus spp.)
Two Amaranthus spp. appeared among the top 15 of the World’s Worst Weeds (Holm et al., 1977) when that iconic book appeared 37 years ago. Even though the Amaranthaceae are all New World species, they are distributed worldwide, and they have great genetic diversity far from their origin (Ray and Roy, 2009). Amaranthus spp. would now rank much higher in such ratings in much of the world, but especially in the U.S. corn belt. Their huge seed output, which provides evolution with many choices, has facilitated their rapid evolution of herbicide resistance to many different modes of action (Legleiter and Bradley, 2008; McMullan and Green, 2011; Nandula et al., 2012; Bell et al., 2013; Heap, 2014). This rapid evolution is further exacerbated by the facts that Amaranthus spp. are wind pollinated, many of the species are obligate outcrossers, and many species hybridize intragenerically, thus often resulting in their being allotetraploids (Greizerstein and Poggio, 1995). This polyploidy facilitates rapid evolution, because gene duplication through whole-genome duplication leads to the buffering of mutations due to the redundancy of each gene. Slightly unfit mutations such as those conferring herbicide resistance are not eliminated from the population because of competition when the particular herbicide is not used, due to the presence of the duplicate unmutated gene. This, in turn, allows the accumulation of genes with new functions (Byrne and Wolfe, 2007; Doyle et al., 2008), as they are not deleted by intraspecific competition. Allotetraploids such as Amaranthus spp., therefore, have more chances to evolve herbicide resistance than diploids. One species, the wetlands Amaranthus rudis = Amaranthus tuberculatus, was hardly known in agricultural settings when World’s Worst Weeds was written but has since emerged from the swamp to become a major weed with multiple herbicide resistances, some possibly due to hybrids with other Amaranthus spp. (Trucco et al., 2009). This species is the first known to agriculture and medicine in which a resistance has evolved due to the loss of a whole codon (Patzoldt et al., 2006).
Species That Readily Introgress with Crops (e.g. Weedy and Wild Sorghum spp.)
Cultivated grain sorghum (Sorghum bicolor subsp. bicolor) is conspecific with the pasture-grass sudangrass as well as with the major weed shattercane, which is a feral form of the crop that shatters its seed and has secondary dormancy. Shattercane is naturally resistant to selective herbicides used in maize (Zea mays) and sorghum and has evolved resistance to most other herbicides used for its control (Heap, 2014).
While the various Sorghum spp. predominantly self-pollinate, the crop naturally 10% to 20% outcrosses with its (crop) self (Riccelli-Mattei, 1968) and with shattercane (4%–16% in close proximity and as much as 2.6% in a single panicle 200 m downwind; Schmidt et al., 2013). Sorghum 0.1% to 13% outcrosses with sudangrass when cultivated in its proximity (Pedersen et al., 1998). Stratified population structures increase the rate of outcrossing (Ellstrand and Foster, 1983). Many biotypes of wild S. bicolor are indigenous to Africa, the center of origin of cultivated sorghum. These wild species have a 7% to 80% outcrossing rate with cultivated sorghum (Muraya et al., 2011). Thus, transgenes introduced to sorghum would readily introgress into these wild species, which often occur sympatrically with cultivated sorghum in Africa (Mutegi et al., 2010). The possibility of interbreeding with weedy species is increased in hybrid seed production fields, where male sterility is used to obtain hybrids, as the male-sterile plants must receive pollen from whomever is nearby, including from wild or weedy relatives. The initial crop × weed hybrids can continually backcross with the weedy or wild species within breeding distance, transferring any gene that has value to the weedy population.
Sorghum halepense (johnsongrass), which reproduces by both seed and underground rhizomes, was considered to be the sixth worst weed in the world (Holm et al., 1977). It might now be considered even worse, as this weed has evolved resistance to all the major selective herbicides that had controlled it in vast areas of transgenic herbicide-resistant soybean (Glycine max). This allotetraploid weed shares one of its genomes with seed sorghum, and the other genome is closely related. A breeder was able to obtain one viable seed from pollination of 36,000 florets of a male-sterile seed sorghum with S. halepense pollen (Dweikat, 2005). Such crosses by breeders to obtain S. halepense genes in sorghum are much easier when special tetraploid strains of seed sorghum are used (Piper and Kulakow, 1994). There seems to be much greater success when seed sorghum is used as the pollen parent. Crop-specific alleles occurred in more that 30% of S. halepense growing in close proximity to long-term seed sorghum cultivation, suggesting introgression and retention (Morrell et al., 2005). As there is ample evidence that seed sorghum genes enter the genome of its weedy relatives, there is a good chance that the crop can be used as a vector to introduce weed-specific unfitness genes into the weeds. Such a technology would require special regulatory scrutiny in Africa, where wild sorghums grow in close proximity to the crop as well as among the crop (where they would act as weeds). Genes that directly confer unfitness may be contraindicated if dispersed into truly wild situations, but probably are not. When a rare pollen grain from a transgenic crop or weed bearing an unfitness trait crosses into the wild (where it is close enough to do so), it must compete with fresher wild-type nearby pollen for fertilization. If the pollen survives and a seed is produced, most of its progeny will be eliminated by the vaster numbers of its more fit siblings, by competition during germination and self-thinning, for many generations to come. Genes that must be chemically activated or that cause herbicide sensitivity probably would be of little consequence even if they possessed neutral fitness, should they disseminate into wild African populations, where they would not come into contact with such chemicals.
Weeds That Poorly Introgress with Crops (e.g. Weedy [Red, Feral] Rice with Rice)
Weedy (often termed feral or red) rice is a bane to rice production (Valverde, 2005; Gressel and Valverde, 2009a; Sun et al., 2013). It had been kept under a modicum of control by transplanting selected, 1-month-old rice seedlings into a just-cultivated, then flooded, weed-free field. This gives rice a head start to close the canopy, and the flooding delays the germination of weedy rice and other weeds. Transplanting is being supplanted by direct seeding, as labor is becoming unavailable to perform this backbreaking task (Kumar and Ladha, 2011). Direct-seeded cultivated rice does not have the head start over weedy rice and other weeds. The other weeds can be controlled by rice-selective herbicides, but not weedy rice. Weedy rice became the major weed throughout the world soon after going from transplanting to direct seeding, first in Europe (Busconi et al., 2012), then the Americas, then Thailand as it industrialized, followed by other Asian countries (Gressel and Valverde, 2009a), including China (Sun et al., 2013). This follows the order of massive labor movement from field to factory, leaving no choice but to direct seed rice. Direct-seeded rice and weedy rice germinate together, and the more vigorous and taller feral rice outcompetes the semidwarf or dwarf Green Revolution rice varieties. It had been nearly impossible to chemically control weedy rice with a selective herbicide because weedy rice and cultivated rice are usually conspecific rice.
The first selective chemical solution was to cultivate rice having a mutation in the ACETOLACTATE SYNTHASE (ALS) gene conferring target-site resistance to the imidazolinone group of herbicides (Clearfield rice). This gave excellent control of weedy rice, and there was little fear that the gene would cross into weedy rice because rice is cleistagomous, the anthers self-pollinate the stigma before the flowers even open. Cleistogamy is not complete, and there is typically less than 0.1% outcrossing (Gealy, 2005). That small amount of outcrossing proved sufficient to allow rapid dissemination of the resistance gene in weedy rice. This is due to the subsequent selection pressure exerted by the herbicide, which facilitates the dispersal of resistant hybrid populations and their progeny by destroying plants that did not introgress the gene. The rate of resistance appearing by outcrossing from rice to weedy rice was much higher than the mutation to resistance in weedy rice (Goulart et al., 2012), despite the many possible mutations in the ALS gene responsible for this resistance. The Clearfield technology was lost in a few seasons in Italy (Busconi et al., 2012), Brazil (Marchesan et al., 2011), and Central America and some other areas, sometimes exacerbated by using low-quality (often contaminated with weedy rice) seed for planting (Gressel and Valverde, 2009a).
The major weedy rice management strategy suggested by the herbicide manufacturer is to rotate the imidazolinone-resistant rice with other varieties or other crops so that any weedy rice hybrids or backcrosses will be depleted. This strategy allows weedy rice to emerge and backcross during the nonimidazolinone seasons. Growers could use expensive cultural practices such as deep plowing (Chauhan, 2012) or rotate rice with a crop that has an herbicide available that will selectively control weedy rice, but farmers are loathe to grow other crops in expensive rice paddies. But let us assume they would. Can crop rotation fulfill the function? By analogy, crop rotation had been thought to be the solution to corn rootworm (Diabrotica barberi), but rootworm evolved an extended diapause that correlated with the length of the rotation (Levine et al., 1992). Weed scientists know that seed dormancy (the weed equivalent of diapause) can vary, and different populations of the same species have different levels of dormancy as a function of selection pressure favoring short- or long-dormancy strains.
Based on the above, it is a foregone conclusion that any mutated or engineered herbicide resistance introduced into rice will rather rapidly introgress into weedy rice, as it has with the imidazolinone resistance. Gene flow from hybrid rice may be even quicker to weedy rice, as the anthers and stigma protrude from hybrid rice, shedding far more pollen than conventional rice. This would increase the chance of pollen from rice fertilizing weedy rice and pollen from the taller weedy rice pollinating male-sterile rice inbreds. Must we go back to backbreaking and expensive hand transplanting or just expensive machine planting?
Mitigation strategies were proposed to prevent the spread of introgressed genes (Gressel, 1999; Lin et al., 2008; Gressel and Valverde, 2009b; Liu et al., 2012). They rely on tandemly coupling a gene that confers unfitness in the weed (but not in the crop) with the herbicide resistance gene. Thus, whenever the weed introgresses the herbicide resistance gene, it also introgresses the unfitness gene. Two types of unfitness gene have been proposed: genes for biological traits (Gressel, 1999; Gressel and Valverde, 2009b) and genes for biochemical traits (Lin et al., 2008; Gressel and Valverde, 2009b; Liu et al., 2012). The biological traits proposed are genes such as dwarfing genes, which will not affect already dwarfed cultivars but will render the weedy rice less competitive with its weedy cohorts and lower it to the same playing field as the cultivars. Dwarfing has already been utilized in a model system (tobacco [Nicotiana tabacum]; Al-Ahmad et al., 2004, 2005) as well as with oilseed rape (Brassica napus) in confinement (Al-Ahmad et al., 2006; Al-Ahmad and Gressel, 2006) and in the field (Rose et al., 2009). An even more striking mitigation gene to use would be the various antiseed shatter genes (Thurber et al., 2010; Akasaka et al., 2011; Zhu et al., 2012), which would prevent the weed from reseeding itself. A crop-related weed with an antiseed shatter gene growing in the crop will be harvested with the crop, and will not reseed itself, if the farmer uses weed-free certified seed in the next season. The gene that confers a feral trait may not be the same gene that was selected for during domestication; dedomestication shattering is not controlled by the same gene that mutated to nonshattering during domestication (Zhu et al., 2012). Transgenically suppressing the yet unknown gene(s) controlling secondary dormancy also could be used as mitigation. If secondary dormancy is abolished, the weedy rice can be eliminated prior to planting rice.
Biochemical mitigation is based on introducing a gene that prevents the degradation of an herbicide occasionally used in rice (Gressel and Valverde, 2009b; Liu et al., 2012). The antisense or RNA interference (RNAi) construct is engineered in tandem with a gene for resistance to a previously nonselective herbicide (Lin et al., 2008). Transgenic rice containing the tandem construct is rotated with wild-type rice, where the herbicide that controls only the weedy rice is used. This concept was further refined into having a series of rice varieties, each having transgenic metabolic resistance to one herbicide and sensitivity to two others. By using the appropriate herbicide with each variety, native weedy rice and weedy rice that introgressed the previous varieties’ transgenes are controlled (Gressel and Valverde, 2009b). We discuss in a later section how this could be made more effective by using multicopy transposons
Weeds That Are Also Crops (Lolium spp.)
Lolium spp. are important pasture grasses in part of a pasture/crop rotation, typically with a grain such as wheat (Triticum aestivum) in dryland agriculture. The various perennial and annual Lolium spp. are considered to be a single botanical species, as they interbreed among themselves, despite the different phenologies, and also cross with Festuca spp. (Charmet et al., 1996). The annual Lolium rigidum germinates quickly after the first rains, supplying fresh fodder to livestock just when needed in many subtropical areas, especially Australia and Spain. The seedbank remaining after pasture is rotated into wheat results in L. rigidum’s becoming a pernicious weed that has evolved resistance to virtually all herbicides used in the wheat phase of a rotation, often with multiple resistances within the same individuals in field populations. Widespread multiple-herbicide-resistant L. rigidum is ubiquitous in Australian wheat (Yu et al., 2009; Broster et al., 2011; Boutsalis et al., 2012).
The only adequate control measure at present works where multiple resistance is not rampant and requires early-season herbicide use coupled with harvesting weed seed. A trailer-mounted cage mill having a separate diesel engine grinds weed seeds, chaff, and straw coming from the combine harvester (Walsh et al., 2013). Their data show excellent reduction of the weed Lolium spp. seedbank and very low reinfestation rates with the coupled system. No data were presented for fields where there is multiple-herbicide-resistant Lolium spp., where the herbicide would not lower the infestation, resulting in a much larger seed output to grind. It can be predicted from models that the seed-grinding system, which has a 95% efficiency of killing Lolium spp. seeds where there is little or no herbicide resistance, will not be effective when there is not an initial herbicide lowering of the infestation. A 95% reduction of seeds returned to the seedbank would only reduce the weed density by 50% in 3 years with a weed having very high fecundity (such as multiple-herbicide-resistant Lolium spp.), where it would remain at a steady state, based on models for another fecund weed (Smith et al., 1993), nor is it clear that the cage mill would be as efficient with such a high infestation as it was with the infestation levels reported by Walsh et al. (2013).
It is thus imperative to find a way to control the multiple-herbicide-resistant weeds such as Lolium spp. by lowering their fitness and rendering them susceptible to an herbicide. This is where the transgenic pasturegrass Lolium spp. is speculated to be useful. Transgenic efforts are being made to improve the pasture value of Lolium spp. by modifying lignin to increase digestibility as well as to increase cellulose and sugars (Spangenberg et al., 2008), along with delaying the growth-stopping flowering that toughens the tissues (Ong et al., 2012). The transgenes, if inserted with others in multicopy transposons, might be a way to deal with multiple-herbicide-resistant Lolium spp.
DIFFERENT TRANSPOSON SOLUTIONS FOR DIFFERENT WEED TYPES
In general, we suggest that the concept proposed previously (Pfeifer and Grigliatti, 1996; Grigliatti et al., 2001) be seriously considered for controlling weeds (i.e. to insert and disseminate transposons containing potentially deleterious genes), but how this will be done is a different question. The British expression “horses for courses” explains that different types of horses are appropriate for different racecourses and is appropriate here, as different solutions are needed for different intractable weed problems. This is due to the very different biologies of the systems. Thus, the disparate possible solutions are discussed separately, but the reader is encouraged to mix and extrapolate potential solutions to other weed species, as appropriate.
Amaranthus spp., a Case Where Modified Traditional TAC-TICS May Work
In the case of Amaranthus spp., there is no concern of the escape of genes from the crop to the weed but of gain of resistance in the weed. In such a case, we propose using transgenic Amaranthus spp. that would contain, on a transposon, herbicide resistance (to be able to exist among resistant cohorts) in tandem with a negative selection kev gene and a transposase gene to catalyze transposition (Fig. 1A). The rapid spread of the kev gene will be ensured by the positive herbicide resistance, if the herbicide is used in the cropping cycle together with the proliferation via transposition. If such herbicides provide 90% to 95% control, the remaining 5% to 10% can cross with the transposon-bearing weeds, facilitating more rapid transposon dispersal. Such a weed population would then be easy to control, as it contains also the Trojan horse, namely the negative selection kev gene. Despite the evolution of multiple resistances in the same field biotypes, there are herbicides that still provide a modicum of control, albeit often expensively. The initial Amaranthus spp. plants carrying the transposon should multiply, due to the presence of the transposase, thus effectively spreading herbicide resistance throughout the field. Crop combine harvesters are very effective at uniformly spreading weed seeds from isolated foci when they separate crop from weed seed and blow the weed seed in the trash as they pass through fields. Thus, a kev-bearing transposon can rapidly disperse through the population. The kev can be classical and encode an antisense or RNAi to a gene of primary metabolism, and it can be under the control of an inducible promoter to be used after dispersal is nearly complete (Table I). It can also be neoclassical and constitutively encode an antisense or RNAi that suppresses the expression of a gene conferring herbicide resistance, resulting in hypersensitivity to that herbicide. Thus, after dispersal, this other herbicide can be used without an inducer. It is also possible to introduce the debilitating transposon into the background of an herbicide-resistant weed, in which case there is no need for the herbicide resistance inside the transposon to promote the spread of the kev gene (Fig. 1B). Transposon jumping might result in genetic defects in some individuals but would have little impact on a population of amaranths, as thousands of seeds are produced that replace a single individual, and the small proportion of defective plants will be removed from the population due to competition. The introduction of the transposons into the weedy Amaranthus spp. should be relatively straightforward, as four cultivated Amaranthus spp. have already been transformed (Pal et al., 2013).
A science fiction scenario can be considered that will enhance the rate of transposon dispersal while (possibly) lowering the seed output of the weed. This would require at least two more genes in tandem with the kev gene. One gene, under the control of a pollen-specific promoter, will encode the secretion of an allelochemical from the pollen, which weakens or kills other pollen, and a second gene conferring resistance to the allelochemicals. If this could be done, pollen not containing the transposon would be weakened or killed, resulting in a higher proportion of the seeds bearing the kev-bearing transposons.
Dispersing Transposons to Weed Species That Introgress with Crops (e.g. Rice and Sorghum)
It is not necessary to seed a field with kev transposon-bearing weed seeds, as outlined for Amaranthus spp., if crop-weed hybrids are formed. The Amaranthus spp.-type preemptive transposon-based insurance strategy to deal with transgene-introgressed herbicide-resistant weedy rice or sorghum is biologically feasible. One would directly engineer weedy rice or shattercane with transposons containing an herbicide sensitivity gene, as shown in Figure 1A, and release it in a field population. This may be inconceivable in the present regulatory climate, and the biosafety would have to be carefully evaluated.
It should be an easier and more efficient strategy to introduce the kev-bearing transposons directly into the crop, along with crop-favorable genes such as herbicide resistance (Fig. 2). This strategy combines both classical mitigation, where the crop is transformed with a construct bearing a gene of choice along with a gene that renders the weed but not the crop unfit, together with the debilitating transposons. This, as in the TAC-TICS described for Amaranthus spp., promotes the spread of the kev gene. In this case, the herbicide resistance need not be inside the transposon. Upon hybridization with a related weed, the F1 plant would become herbicide resistant and would also contain a jumping debilitating transposon. The transposon would proliferate through activation of the transposase in the weed.
We propose here to express the transposase under the control of a promoter (natural or synthetic) that would be inactive in the crop but activated in the weed. This could be achieved either by identifying a promoter that is the target of a weed-specific transcription factor (as shown in Fig. 2) or through the use of an inducible promoter. Several domestication genes are transcription factors that were mutated or deleted in the crop. Such loss of transcription factors or having different transcription factors has been seen in the domestication of wheat (Sakuma et al., 2011), rice (Li et al., 2006), sorghum (Tang et al., 2013), soybean (Dong et al., 2014), and Brassica spp. (Lenser and Theissen, 2013), suggesting that this is indeed a feasible approach to differentiate between crops and their related weeds.
The kev gene inside the transposon can be expressed under the control of an inducible promoter. It can also be an herbicide-susceptible gene, as discussed earlier. This strategy may sound contraindicated, but by doing so, most of the weeds without the transposon are killed, increasing the rate of dissemination of the transposon into the small minority of weeds that did not succumb to the herbicide treatment. Thus, the time will be shortened to when the kev gene can be activated. The scenarios of activation will be different for rice, which is typically a monoculture crop, and sorghum, which is a rotational crop.
kev genes that confer herbicide hypersensitivity would be appropriate, for example, where the nontransgenic imidazolinone-resistant rice is cultivated or where selective acetolactate synthase- or protoporphyrinogen oxidase-inhibiting herbicides have supplanted 2,4-D (as an example) in rice or sorghum weed control. In such cases, it would be justified to release weedy rice or sorghum with sensitivity to 2,4-D into the population of weedy rice or sorghum and let the transposon disperse in the population. Other possible herbicide sensitivity genes that might be considered are described in Table I.
Under this scenario, when weedy rice or sorghum is no longer readily controllable by other means, 2,4-D is introduced into the rotation, killing the weedy rice or sorghum bearing the transposon, along with the broadleaf weeds that it normally controls.
Dispersing Transposons Where the Crop Is Also a Weed Later in Rotation (e.g. Lolium spp.)
As described above, transgenic Lolium spp. strains are being generated that enhance its value as a pasture grass: maximum tillering to increase the proportion of edible leaves, lower lignin rendering more cellulose available to ruminant livestock, and later flowering and senescence prolonging the grazing season. These genes of interest can also be considered as kev genes, rendering the pasture Lolium spp. that may remain in the field as seed, unfit to compete with a rotating wheat crop or with the indigenous weedy Lolium spp. These genes of interest/kev genes will have little effect on the weed, as the wild-type weeds will outcompete the transgenic material, which will eventually remain at a low proportion in the field. When it was just known that such efforts were being pursued, it was proposed to insert such genes on transposons, instead of by standard nuclear transformation (Gressel, 2002), as a method of dealing with this pernicious weed.
A scheme of how such constructs might be composed is presented in Figure 3. If used, any sown pasture Lolium spp. plant that remains as a volunteer in the wheat phase, or that has crossed with weedy Lolium spp., is a highly tillering wimp that is cut before it sets seed, when the wheat is harvested due to late Lolium spp. flowering. If needed, the debilitating transposon can be activated (in the wheat or the pasture field) through an inducible transposase gene (Fig. 3). The residual pasture Lolium spp. and pasture × weed Lolium spp. hybrids will then proliferate as less-fit weeds. They would be in much larger numbers than the small residue of weedy Lolium spp. remaining in the seedbank after the pasture phase of a few years, as Lolium spp. have a short seedbank half-life. Thus, the multicopy transposons can disseminate as a Trojan horse, because they leave much more residual seed in the field than weedy Lolium spp., spreading unfitness genes, against a fitness gradient. This could be even more effective if a gene or genes for herbicide sensitivity are included in the same transposon (Fig. 3). Again, a gene preventing 2,4-D degradation would be useful. 2,4-D had been the original modern herbicide used in wheat over half a century ago. It has mainly been supplanted by herbicides that control both broadleaf and graminaceous weeds, which are also prone to the evolution of resistance. If 2,4-D could control Lolium spp. and broadleaf weeds, it would become a useful tool in rotation.
CAN TRANSPOSON TRANSFORMATION WORK?
Endogenous transposons are typically silenced by cytosine methylation-mediated small interfering RNAs derived from the transposon itself through a complex machinery of RNA polymerases, proteins involved in RNA processing, and methyltransferases (Zemach et al., 2013). However, in transgenic systems, a newly introduced transposon that did not yet proliferate abundantly in the genome, or that is not native to the genome, can pass under the radar, remaining active for a few generations in a way that enables it to accumulate between two and 10 transposable element copies (Yoder, 1990; Meissner et al., 1997). This number is sufficient to ensure that the vast majority of the progeny of such multicopy transposons will transmit one or several copies to the next generation, as required for the TAC-TICS approach. Note also that transposon systems such as the Ac/Ds system are widely distributed. For example, the Ac/Ds transposon system was active in all (more than 15) of the plant species where it had been tested (Kunze, 1996) as well as in species from other kingdoms, such as yeast (Weil and Kunze, 2000) and zebrafish (Emelyanov et al., 2006). This is taken as an indication that the system is fully autonomous and does not rely on plant-specific host factors. Therefore, it is most likely that the Ac/Ds system will also be active in all weeds.
FINDING THE NEEDED GENES FOR HERBICIDE SENSITIVITY
2,4-D was introduced over 50 years ago, when there were no regulatory requirements to know the mode of degradation and degradation products in crops. The few published studies date back more than three decades (Feung et al., 1976; Scheel and Sandermann, 1981), years before the modern metabolomic procedures were invented. The primary degradation products of 2,4-D in situ were consistent with products expected of cytochrome P450 monooxygenases in all the grasses that were then studied (Frear, 1995), but peculiarly, there have been no publications that could be located via major databases on the in situ metabolism of 2,4-D in rice, despite the widespread use of this inexpensive herbicide in rice. Many other possible genes/herbicides that might be effective are summarized in Table I. There is an endogenous cytochrome P450, CYP72A21, whose expression in rice seedlings increases following treatment with 2,4-D (Hirose et al., 2007), but no evidence was presented that this enzyme can actually oxidize 2,4-D. The situation for rice is indeed murky, as there is information published that callus cultures derived from rice roots primarily catabolize the herbicide to carboxylic glycoside esters of 2,4-D and not P450-hydroxylated metabolites (Feung et al., 1976). The relevance of root-derived calli to what occurs in rice stems and leaves to foliar-sprayed 2,4-D in the field is unclear. Still, if transgenic suppression of CYP72A21 results in sensitivity to 2,4-D, it could be used. If it does not, a considerable amount of preliminary basic research on 2,4-D metabolism in rice must be performed to elucidate the gene(s) that would have to be suppressed.
The situation is far clearer for the more expensive and thus less used broadleaf weed-controlling herbicide bentazon. A cytochrome P450 monooxgenase, CYP81A6, is responsible for degrading bentazon (and some sulfonylurea herbicides) in rice, and when transformed in antisense it renders rice sensitive to bentazon (Pan et al., 2006). This antisense construct was used as the biochemical mitigator in a tandem construct with a 5-enolpyruvylshikimate-3-phosphate synthase conferring resistance to the herbicide glyphosate (Lin et al., 2008).
ECOLOGICAL BIOSAFETY CONSIDERATIONS
The most widely distributed and pernicious weed species evolved as a result of human activity, exist only in agricultural and ruderal ecosystems, and often are quite distinct from their progenitors that exist in wild (pristine) ecosystems. Such weeds can often be considered as introduced species, and there would be few regrets should they be rendered extinct. That possibility is exceedingly unlikely with the weeds that are conspecific with crops, as they continuously evolve by back mutations to dedomesticated feral forms. Thus, the best that can be hoped for is to keep crop-related weeds at a very low frequency in the population such that they do little economic damage to the cultivated crop. We speculate that continuously dispersing transposons and the occasional use of the relevant herbicide should perform this function.
There is an issue, though, that must be addressed, which is the possibility that the transposon will disperse to the fully interbreeding progenitors where they still exist near the cultivated crop. This could happen between rice and the perennial Oryza rufipogon and the annual Oryza nivara in parts of Asia, with sorghum and its relatives in Africa, and with sunflower (Helianthus annuus) with its weedy progenitor in North America. The first question to be asked is whether the transposon and the gene it carries would have any effect on wild populations. There is the possibility that suppressing the specific cytochrome P450 that degrades 2,4-D (or whatever gene is used) will have untoward secondary effects on these wild species, which would render them unfit to compete with the majority of wild-type individuals. This unfitness may be inconsequential if, as discussed above, it would only introgress rarely and would be competed away. It is clear that the sensitivity to 2,4-D itself should be inconsequential, as 2,4-D is not used in natural ecosystems where the wild progenitors are found. An additional mitigating kev gene can be introduced in tandem, encoding such traits as dwarfing, high tillering, or reduced lignin, should there be ecological or regulatory issues with having herbicide sensitivity as the sole kev gene. These would prevent the transposon-containing weeds from establishing outside of cultivated areas.
If there is some untoward effect of the transposon on the wild progenitors, and they are found within pollination distance from the cultivated crop, the next question would be whether these populations are or are not near the center of origin. One might consider the ecological risk too great near the center of origin. In other parts of the world, the progenitors are introduced species: either escapes from breeding programs, where they were used to access disease resistances and other traits, or contaminants from when the crop was introduced into a new region. In the case of rice, some O. nivara may even be weedy rice that dedomesticated to a point where it is hard to distinguish it from its progenitor. Where the progenitors were introduced and have been naturalized, there is justification, at least for those who are xenophobic to introduced species, to have their proportion of natural populations decrease.
CONCLUSION
In this article, we have speculatively extended the TAC-TICS to the control of weeds that might have become herbicide resistant as a result of natural mutations or of transgene escape. We take the counterintuitive approach of promoting the dispersion of the herbicide resistance into the weed population to achieve rapid dispersal of kev genes that can be used later to control the weeds. This is achieved through the combined use of herbicide resistance together with proliferating transposons bearing genes that confer unfitness on weeds. This unconventional tool could indeed be useful to deal with pernicious, intractable weeds. Dissemination of the transposons will always be faster if resistance to the most commonly used herbicides for the particular crop is part of the construct, as this will hasten dissemination by limiting transposon dispersal to a smaller subpopulation of weeds that have already evolved resistance to the herbicide. While we have only solved the problem on paper, we believe that we have provided some guidelines and accentuated the missing information/genes/constructs needed to test whether the speculated concept works. Disseminating genes encoding sensitivity to crop-selective herbicides in populations of crop-related weeds, or in weeds in general, might well be a successful method of augmenting present (and failing) weed-control methods. By having such transposons bearing sensitivity disperse through the populations, there will be another way to control weeds in the future.
The initial dispersal of the transposon can be performed by introducing it into the crop where there are introgressing weeds or directly into the weeds. In most cases, except possibly in the center of origin of the crop, at present there seem to be no perceived biosafety risks from this methodology.
We are currently developing simulation models to predict how quickly the transposons will disseminate under different agronomic scenarios, while considering the reproductive biology of each crop, as well as other parameters, such as fitness, dormancy, weed seedbank size, and longevity.
Acknowledgments
We thank Steven Duke, Norman Ellstrand, Christopher Preston, and Bernal Valverde, as well as two anonymous referees, for encouragement and/or useful comments on the initial article.
Glossary
- TAC-TICS
transposons with armed cassette-targeted insect control strategy
- 2,4-D
2,4-dichlorophenoxyacetic acid
- RNAi
RNA interference
References
- Akasaka M, Konishi S, Izawa T, Ushiki J. (2011) Histological and genetic characteristics associated with the seed-shattering habit of weedy rice (Oryza sativa L.) from Okayama, Japan. Breed Sci 61: 168–173 [Google Scholar]
- Al-Ahmad H, Dwyer J, Moloney M, Gressel J. (2006) Mitigation of establishment of Brassica napus transgenes in volunteers using a tandem construct containing a selectively unfit gene. Plant Biotechnol J 4: 7–21 [DOI] [PubMed] [Google Scholar]
- Al-Ahmad H, Galili S, Gressel J. (2005) Poor competitive fitness of transgenically mitigated tobacco in competition with the wild type in a replacement series. Planta 222: 372–385 [DOI] [PubMed] [Google Scholar]
- Al-Ahmad H, Gressel J. (2006) Mitigation using a tandem construct containing a selectively unfit gene precludes establishment of Brassica napus transgenes in hybrids and backcrosses with weedy Brassica rapa. Plant Biotechnol J 4: 23–33 [DOI] [PubMed] [Google Scholar]
- Al-Ahmad HI, Galili S, Gressel J. (2004) Tandem constructs mitigate risks of transgene flow from crops: tobacco as a model. Mol Ecol 13: 687–710 [DOI] [PubMed] [Google Scholar]
- Bell MS, Hager AG, Tranel PJ. (2013) Multiple resistance to herbicides from four site-of-action groups in waterhemp (Amaranthus tuberculatus). Weed Sci 61: 460–468 [Google Scholar]
- Boutsalis P, Gill GS, Preston C. (2012) Incidence of herbicide resistance in rigid ryegrass (Lolium rigidum) across southeastern Australia. Weed Technol 26: 391–398 [Google Scholar]
- Broster JC, Koetz EA, Wu H. (2011) Herbicide resistance levels in annual ryegrass (Lolium rigidum Gaud.) in southern New South Wales. Plant Prot Q 26: 22–28 [Google Scholar]
- Burnet MWM, Loveys BR, Holtum JAM, Powles SB. (1993) Increased detoxification is a mechanism of simazine resistance in Lolium rigidum. Pestic Biochem Physiol 46: 207–218 [Google Scholar]
- Burton JD, Maness EP. (1992) Constitutive and inducible bentazon hydroxylation in shattercane (Sorghum bicolor) and johnsongrass (S. halepense). Pestic Biochem Physiol 44: 40–49 [Google Scholar]
- Busconi M, Rossi D, Lorenzoni C, Baldi G, Fogher C. (2012) Spread of herbicide-resistant weedy rice (red rice, Oryza sativa L.) after 5 years of Clearfield rice cultivation in Italy. Plant Biol (Stuttg) 14: 751–759 [DOI] [PubMed] [Google Scholar]
- Byrne KP, Wolfe KH. (2007) Consistent patterns of rate asymmetry and gene loss indicate widespread neofunctionalization of yeast genes after whole-genome duplication. Genetics 175: 1341–1350 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Charmet G, Balfourier F, Chatard V. (1996) Taxonomic relationships and interspecific hybridization in the genus Lolium (grasses). Genet Resour Crop Evol 43: 319–327 [Google Scholar]
- Chauhan BS. (2012) Weedy rice (Oryza sativa): II. Response of weedy rice to seed burial and flooding depth. Weed Sci 60: 385–388 [Google Scholar]
- Dong Y, Yang X, Liu J, Wang BH, Liu BL, Wang YZ. (2014) Pod shattering resistance associated with domestication is mediated by a NAC gene in soybean. Nat Commun 5: 3352. [DOI] [PubMed] [Google Scholar]
- Doyle JJ, Flagel LE, Paterson AH, Rapp RA, Soltis DE, Soltis PS, Wendel JF. (2008) Evolutionary genetics of genome merger and doubling in plants. Annu Rev Genet 42: 443–461 [DOI] [PubMed] [Google Scholar]
- Dweikat I. (2005) A diploid, interspecific, fertile hybrid from cultivated sorghum, Sorghum bicolor, and the common johnsongrass weed Sorghum halepense. Mol Breed 16: 93–101 [Google Scholar]
- Ellstrand NC, Foster KW. (1983) Impact of population structure on the apparent outcrossing rate of grain sorghum (Sorghum bicolor). Theor Appl Genet 66: 323–327 [DOI] [PubMed] [Google Scholar]
- Emelyanov A, Gao Y, Naqvi NI, Parinov S. (2006) Trans-kingdom transposition of the maize dissociation element. Genetics 174: 1095–1104 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Feng PCC, Rao SR, Schafer DE. (1995) Inhibition of thiazopyr metabolism in plant seedlings by inhibitors of monooxygenases. Pestic Sci 45: 203–207 [Google Scholar]
- Feung C, Hamilton RH, Mumma RO. (1976) Metabolism of 2,4-dichlorophenoxyacetic acid. 10. Identification of metabolites in rice root callus tissue cultures. J Agric Food Chem 24: 1013–1015 [DOI] [PubMed] [Google Scholar]
- Frear DS. (1995) Wheat microsomal cytochrome P450 monooxygenases: characterization and importance in the metabolic detoxification and selectivity of wheat herbicides. Drug Metabol Drug Interact 12: 329–357 [DOI] [PubMed] [Google Scholar]
- Frear DS, Swanson HR. (1970) Biosynthesis of S-(4-ethylamino-6-isopropylamino-2-S-triazino) glutathione: partial purification and properties of a glutathione S-transferase from corn. Phytochemistry 9: 2123–2132 [Google Scholar]
- Gealy DR (2005) Gene movement between rice (Oryza sativa) and weedy rice (Oryza sativa): a U.S. temperate rice perspective. In J Gressel, ed, Crop Ferality and Volunteerism. CRC Press, Boca Raton, FL, pp 323–354 [Google Scholar]
- Gershater M, Sharples K, Edwards R. (2006) Carboxylesterase activities toward pesticide esters in crops and weeds. Phytochemistry 67: 2561–2567 [DOI] [PubMed] [Google Scholar]
- Goulart ICGB, Pacheco MT, Nunes AL, Merotto A. (2012) Identification of origin and analysis of population structure of field-selected imidazolinone-herbicide resistant red rice (Oryza sativa). Euphytica 187: 437–447 [Google Scholar]
- Greenblatt IM. (1984) A chromosome replication pattern deduced from pericarp phenotypes resulting from movements of the transposable element, modulator, in maize. Genetics 108: 471–485 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Greizerstein EJ, Poggio L. (1995) Meiotic studies of spontaneous hybrids of Amaranthus: genome analysis. Plant Breed 114: 448–450 [Google Scholar]
- Gressel J. (1999) Tandem constructs: preventing the rise of superweeds. Trends Biotechnol 17: 361–366 [DOI] [PubMed] [Google Scholar]
- Gressel J (2002) Molecular Biology of Weed Control. Taylor & Francis, London [Google Scholar]
- Gressel J, Levy A (2000) Giving Striga hermonthica the DT’s. In BIG Haussmann, DE Hess, ML Koyama, L Grivet, HFW Rattunde, HH Geiger, eds, Breeding for Striga Resistance in Cereals. Margraf Verlag, Weikersheim, Germany, pp 207–224 [Google Scholar]
- Gressel J, Valverde BE. (2009a) The other, ignored HIV: highly invasive vegetation. Food Security 1: 463–478 [Google Scholar]
- Gressel J, Valverde BE. (2009b) A strategy to provide long-term control of weedy rice while mitigating herbicide resistance transgene flow, and its potential use for other crops with related weeds. Pest Manag Sci 65: 723–731 [DOI] [PubMed] [Google Scholar]
- Grigliatti TA, Pfeifer TA, Meister GA (2001) TAC-TICS: transposon-based insect control systems. In M Vurro, J Gressel, T Butts, G Harman, A Pilgeram, R St-Leger, D Nuss, eds, Enhancing Biocontrol Agents and Handling Risks. IOS Press, Amsterdam, pp 201–216 [Google Scholar]
- Gronwald JW, Plaisance KL. (1998) Isolation and characterization of glutathione S-transferase isozymes from sorghum. Plant Physiol 117: 877–892 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hatton PJ, Dixon D, Cole DJ, Edwards R. (1996) Glutathione transferase activities and herbicide selectivity in maize and associated weed species. Pestic Sci 46: 267–275 [Google Scholar]
- Heap IM (2014) International survey of herbicide-resistant weeds. http://www.weedscience.org (June 27, 2014)
- Hinz JRR, Owen MDK, Barrett M. (1997) Nicosulfuron, primisulfuron, and bentazon hydroxylation by corn (Zea mays), woolly cupgrass (Eriochloa villosa), and shattercane (Sorghum bicolor) cytochrome P-450. Weed Sci 45: 474–480 [Google Scholar]
- Hirochika H, Sugimoto K, Otsuki Y, Tsugawa H, Kanda M. (1996) Retrotransposons of rice involved in mutations induced by tissue culture. Proc Natl Acad Sci USA 93: 7783–7788 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hirose S, Kawahigashi H, Tagiri A, Imaishi H, Ohkawa H, Ohkawa Y. (2007) Tissue-specific expression of rice CYP72A21 induced by auxins and herbicides. Plant Biotech Rep 1: 27–36 [Google Scholar]
- Holm LG, Plucknett JD, Pancho LV, Herberger JP (1977) The World’s Worst Weeds: Distribution and Biology. University Press of Hawaii, Honolulu [Google Scholar]
- Houck MA, Clark JB, Peterson KR, Kidwell MG. (1991) Possible horizontal transfer of Drosophila genes by the mite Proctolaelaps regalis. Science 253: 1125–1128 [DOI] [PubMed] [Google Scholar]
- Joy M, Abit M, Al-Khatib K. (2009) Absorption, translocation, and metabolism of mesotrione in grain sorghum. Weed Sci 57: 563–566 [Google Scholar]
- Kausch AP, Hague J, Deresienski A, Tilelli M, Nelson K (2013) Male sterility and hybrid plant systems for gene confinement. In MJ Oliver, Y Li, eds, Plant Gene Containment. Wiley, Ames, IA, pp 85–100 [Google Scholar]
- Kumar V, Ladha JK. (2011) Direct seeding of rice: recent developments and future research needs. Adv Agron 111: 297–413 [Google Scholar]
- Kunze R (1996) The maize transposable element Activator (Ac). In H Saedler, A Gierl, eds, Current Topics in Microbiology and Immunology: Transposable Elements, Vol 24. Springer-Verlag, Berlin, pp 162–187 [DOI] [PubMed] [Google Scholar]
- Lamoureux GL, Stafford LE, Tanaka FS. (1971) Metabolism of 2-chloro-N-isopropylacetanilide (propachlor) in the leaves of corn, sorghum, sugarcane, and barley. J Agric Food Chem 19: 346–350 [DOI] [PubMed] [Google Scholar]
- Legleiter TR, Bradley KW. (2008) Glyphosate and multiple herbicide resistance in common waterhemp (Amaranthus rudis) populations from Missouri. Weed Sci 56: 582–587 [Google Scholar]
- Lenser T, Theissen G. (2013) Conservation of fruit dehiscence pathways between Lepidium campestre and Arabidopsis thaliana sheds light on the regulation of INDEHISCENT. Plant J 76: 545–556 [DOI] [PubMed] [Google Scholar]
- Levine E, Oloumisadeghi H, Fisher JR. (1992) Discovery of multiyear diapause in Illinois and South Dakota northern corn-rootworm (Coleoptera, Chrysomelidae) eggs and incidence of the prolonged diapause trait in Illinois. J Econ Entomol 85: 262–267 [Google Scholar]
- Li C, Zhou A, Sang T. (2006) Rice domestication by reducing shattering. Science 311: 1936–1939 [DOI] [PubMed] [Google Scholar]
- Lin C, Fang J, Xu X, Zhao T, Cheng J, Tu J, Ye G, Shen Z. (2008) A built-in strategy for containment of transgenic plants: creation of selectively terminable transgenic rice. PLoS ONE 3: e1818. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lin Z, Li X, Shannon LM, Yeh CT, Wang ML, Bai G, Peng Z, Li J, Trick HN, Clemente TE, et al. (2012) Parallel domestication of the Shattering1 genes in cereals. Nat Genet 44: 720–724 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu C, Li J, Gao J, Shen Z, Lu BR, Lin C. (2012) A built-in mechanism to mitigate the spread of insect-resistance and herbicide-tolerance transgenes into weedy rice populations. PLoS ONE 7: e31625. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu Z, Singer SD (2013) Tapping RNA silencing for transgene containment through the engineering of sterility in plants In MJ Oliver, Y Li, eds, Plant Gene Containment. Wiley, Ames, IA, pp 146–174 [Google Scholar]
- Ma R, Kaundun SS, Tranel PJ, Riggins CW, McGinness DL, Hager AG, Hawkes T, McIndoe E, Riechers DE. (2013) Distinct detoxification mechanisms confer resistance to mesotrione and atrazine in a population of waterhemp. Plant Physiol 163: 363–377 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marchesan E, Massoni PFS, Grohs M, Villa SCC, Avila LA, Roso R. (2011) Imidazolinone-tolerant rice: Red rice seed bank and gene flow. In Portuguese. Planta Daninha 29: 1099–1105 [Google Scholar]
- McMullan PM, Green JM. (2011) Identification of a tall waterhemp (Amaranthus tuberculatus) biotype resistant to HPPD-inhibiting herbicides, atrazine, and thifensulfuron in Iowa. Weed Technol 25: 514–518 [Google Scholar]
- Meissner R, Jacobson Y, Melamed S, Levyatuv S, Shalev G, Ashri A, Elkind Y, Levy AA. (1997) A new model system for tomato genetics. Plant J 12: 1465–1472 [Google Scholar]
- Moreland DE, Corbin FT. (1991) Influence of safeners on the in vivo and in vitro metabolism of bentazon and metolachlor by grain-sorghum shoots: a preliminary report. Z Naturforsch C 46: 906–914 [Google Scholar]
- Moreland DE, Fleischmann TJ, Corbin FT, McFarland JE. (1996) Differential metabolism of the sulfonylurea herbicide prosulfuron (CGA-152005) by plant microsomes. Z Naturforsch C 51: 698–710 [Google Scholar]
- Morrell PL, Williams-Coplin TD, Lattu AL, Bowers JE, Chandler JM, Paterson AH. (2005) Crop-to-weed introgression has impacted allelic composition of johnsongrass populations with and without recent exposure to cultivated sorghum. Mol Ecol 14: 2143–2154 [DOI] [PubMed] [Google Scholar]
- Muraya MM, Mutegi E, Geiger HH, de Villiers SM, Sagnard F, Kanyenji BM, Kiambi D, Parzies HK. (2011) Wild sorghum from different eco-geographic regions of Kenya display a mixed mating system. Theor Appl Genet 122: 1631–1639 [DOI] [PubMed] [Google Scholar]
- Mutegi E, Sagnard F, Muraya M, Kanyenji B, Rono B, Mwongera C, Marangu C, Kamau J, Parzies H, de Villiers S, et al. (2010) Ecogeographical distribution of wild, weedy and cultivated Sorghum bicolor in Kenya: implications for conservation and crop-to-wild gene flow. Genet Resour Crop Evol 57: 243–253 [Google Scholar]
- Naito K, Zhang F, Tsukiyama T, Saito H, Hancock CN, Richardson AO, Okumoto Y, Tanisaka T, Wessler SR. (2009) Unexpected consequences of a sudden and massive transposon amplification on rice gene expression. Nature 461: 1130–1134 [DOI] [PubMed] [Google Scholar]
- Nandula VK, Reddy KN, Koger CH, Poston DH, Rimando AM, Duke SO, Bond JA, Ribeiro DN. (2012) Multiple resistance to glyphosate and pyrithiobac in Palmer amaranth (Amaranthus palmeri) from Mississippi and response to flumiclorac. Weed Sci 60: 179–188 [Google Scholar]
- Ong EK, Sawbridge TI, Emmerling M, Spangenberg G, inventors. (February 3, 2012) Manipulation of flowering and plant architecture. Australian Patent Application No. 2012200604
- Pal A, Swain SS, Das AB, Mukherjee AK, Chand PK. (2013) Stable germ line transformation of a leafy vegetable crop amaranth (Amaranthus tricolor L.) mediated by Agrobacterium tumefaciens. In Vitro Cell Dev Biol Plant 49: 114–128 [Google Scholar]
- Pan G, Zhang X, Liu K, Zhang J, Wu X, Zhu J, Tu J. (2006) Map-based cloning of a novel rice cytochrome P450 gene CYP81A6 that confers resistance to two different classes of herbicides. Plant Mol Biol 61: 933–943 [DOI] [PubMed] [Google Scholar]
- Patzoldt WL, Hager AG, McCormick JS, Tranel PJ. (2006) A codon deletion confers resistance to herbicides inhibiting protoporphyrinogen oxidase. Proc Natl Acad Sci USA 103: 12329–12334 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pedersen JF, Toy JJ, Johnson B. (1998) Natural outcrossing of sorghum and sudangrass in the central great plains. Crop Sci 38: 937–939 [Google Scholar]
- Pfeifer TA, Grigliatti TA. (1996) Future perspectives on insect pest management: engineering the pest. J Invertebr Pathol 67: 109–119 [DOI] [PubMed] [Google Scholar]
- Piper JK, Kulakow PA. (1994) Seed yield and biomass allocation in Sorghum bicolor and F1 and backcross generations of Sorghum bicolor × Sorghum halepense hybrids. Can J Bot 72: 468–474 [Google Scholar]
- Ray T, Roy SC. (2009) Genetic diversity of Amaranthus species from the Indo-Gangetic plains revealed by RAPD analysis leading to the development of ecotype-specific SCAR marker. J Hered 100: 338–347 [DOI] [PubMed] [Google Scholar]
- Riccelli-Mattei M (1968) Estimation of genetic parameters related to mating system in populations of sorghum (Sorghum bicolor (L.) Moench). PhD thesis. University of California, Davis [Google Scholar]
- Rose CW, Millwood RJ, Moon HS, Rao MR, Halfhill MD, Raymer PL, Warwick SI, Al-Ahmad H, Gressel J, Stewart CN., Jr (2009) Genetic load and transgenic mitigating genes in transgenic Brassica rapa (field mustard) × Brassica napus (oilseed rape) hybrid populations. BMC Biotechnol 9: 93. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saika H, Horita J, Taguchi-Shiobara F, Nonaka S, Nishizawa-Yokoi A, Iwakami S, Hori K, Matsumoto T, Tanaka T, Itoh T, et al. (January 9, 2014) A novel rice cytochrome P450 gene, CYP72A31, confers tolerance to acetolactate synthase-inhibiting herbicides in rice and Arabidopsis. Plant Physiol 166: 1232–1240 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sakuma S, Salomon B, Komatsuda T. (2011) The domestication syndrome genes responsible for the major changes in plant form in the Triticeae crops. Plant Cell Physiol 52: 738–749 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Scheel D, Sandermann H., Jr (1981) Metabolism of 2,4-dichlorophenoxyacetic acid in cell suspension cultures of soybean (Glycine max L.) and wheat (Triticum aestivum L.). I. General results. Planta 152: 248–252 [DOI] [PubMed] [Google Scholar]
- Schmidt JJ, Pedersen JF, Bernards ML, Lindquist JL. (2013) Rate of shattercane × sorghum hybridization in situ. Crop Sci 53: 1677–1685 [Google Scholar]
- Smith MC, Holt J, Webb M. (1993) Population-model of the parasitic weed Striga hermonthica (Scrophulariaceae) to investigate the potential of Smicronyx umbrinus (Coleoptera, Curculionidae) for biological-control in Mali. Crop Prot 12: 470–476 [Google Scholar]
- Spangenberg G, Lidgett A, Heath RL, McInnes RL, Lynch DP, inventors (September 30, 2008) Modification of lignin biosynthesis. US Patent No. 7,429,649
- Sun J, Qian Q, Ma DR, Xu ZJ, Liu D, Du HB, Chen WF. (2013) Introgression and selection shaping the genome and adaptive loci of weedy rice in northern China. New Phytol 197: 290–299 [DOI] [PubMed] [Google Scholar]
- Sundaresan V. (1996) Horizontal spread of transposon mutagenesis: new uses for old elements. Trends Plant Sci 1: 184–190 [Google Scholar]
- Tang H, Cuevas HE, Das S, Sezen UU, Zhou C, Guo H, Goff VH, Ge Z, Clemente TE, Paterson AH. (2013) Seed shattering in a wild sorghum is conferred by a locus unrelated to domestication. Proc Natl Acad Sci USA 110: 15824–15829 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Thurber CS, Reagon M, Gross BL, Olsen KM, Jia Y, Caicedo AL. (2010) Molecular evolution of shattering loci in U.S. weedy rice. Mol Ecol 19: 3271–3284 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Trucco F, Tatum T, Rayburn AL, Tranel PJ. (2009) Out of the swamp: unidirectional hybridization with weedy species may explain the prevalence of Amaranthus tuberculatus as a weed. New Phytol 184: 819–827 [DOI] [PubMed] [Google Scholar]
- Usui K. (2001) Metabolism and selectivity of rice herbicides in plants. Weed Biol Mngt 1: 137–146 [Google Scholar]
- Valverde BE (2005) The damage by weedy rice: can feral rice remain undetected? In J Gressel, ed, Crop Ferality and Volunteerism. CRC Press, Boca Raton, FL, pp 279–294 [Google Scholar]
- Walbot V, Warren C. (1988) Regulation of Mu element copy number in maize lines with an active or inactive Mutator transposable element system. Mol Gen Genet 211: 27–34 [DOI] [PubMed] [Google Scholar]
- Walsh M, Newman P, Powles S. (2013) Targeting weed seeds in-crop: a new weed control paradigm for global agriculture. Weed Technol 27: 431–436 [Google Scholar]
- Warwick SI, Stewart CN Jr (2005) Crops come from wild plants: how domestication, transgenes, and linkage together shape ferality. In J Gressel, ed, Crop Ferality and Volunteerism. CRC Press, Boca Raton, FL, pp 9–30 [Google Scholar]
- Weil CF, Kunze R. (2000) Transposition of maize Ac/Ds transposable elements in the yeast Saccharomyces cerevisiae. Nat Genet 26: 187–190 [DOI] [PubMed] [Google Scholar]
- Yoder JI. (1990) Rapid proliferation of the maize transposable element Activator in transgenic tomato. Plant Cell 2: 723–730 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu Q, Abdallah I, Han H, Owen M, Powles S. (2009) Distinct non-target site mechanisms endow resistance to glyphosate, ACCase and ALS-inhibiting herbicides in multiple herbicide-resistant Lolium rigidum. Planta 230: 713–723 [DOI] [PubMed] [Google Scholar]
- Zemach A, Kim MY, Hsieh PH, Coleman-Derr D, Eshed-Williams L, Thao K, Harmer SL, Zilberman D. (2013) The Arabidopsis nucleosome remodeler DDM1 allows DNA methyltransferases to access H1-containing heterochromatin. Cell 153: 193–205 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu Y, Ellstrand NC, Lu BR. (2012) Sequence polymorphisms in wild, weedy, and cultivated rice suggest seed-shattering locus sh4 played a minor role in Asian rice domestication. Ecol Evol 2: 2106–2113 [DOI] [PMC free article] [PubMed] [Google Scholar]