- About this Journal ·
- Abstracting and Indexing ·
- Advance Access ·
- Aims and Scope ·
- Article Processing Charges ·
- Articles in Press ·
- Author Guidelines ·
- Bibliographic Information ·
- Citations to this Journal ·
- Contact Information ·
- Editorial Board ·
- Editorial Workflow ·
- Free eTOC Alerts ·
- Publication Ethics ·
- Reviewers Acknowledgment ·
- Submit a Manuscript ·
- Subscription Information ·
- Table of Contents
International Journal of Plant Genomics
Volume 2013 (2013), Article ID 572784, 14 pages
Plant Domestication and Resistance to Herbivory
School of Biotechnology, Gautam Buddha University, Greater Noida 201 308, India
Received 29 November 2012; Revised 6 February 2013; Accepted 24 February 2013
Academic Editor: Peter Langridge
Copyright © 2013 Bhupendra Chaudhary. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Transformation of wild species into elite cultivars through “domestication” entails evolutionary responses in which plant populations adapt to selection. Domestication is a process characterized by the occurrence of key mutations in morphological, phenological, or utility genes, which leads to the increased adaptation and use of the plant; however, this process followed by modern plant breeding practices has presumably narrowed the genetic diversity in crop plants. The reduction of genetic diversity could result in “broad susceptibility” to newly emerging herbivores and pathogens, thereby threatening long-term crop retention. Different QTLs influencing herbivore resistance have also been identified, which overlap with other genes of small effect regulating resistance indicating the presence of pleiotropism or linkage between such genes. However, this reduction in genetic variability could be remunerated by introgression of novel traits from wild perhaps with antifeedant and antinutritional toxic components. Thus it is strongly believed that transgenic technologies may provide a radical and promising solution to combat herbivory as these avoid linkage drag and also the antifeedant angle. Here, important questions related to the temporal dynamics of resistance to herbivory and intricate genetic phenomenon with their impact on crop evolution are addressed and at times hypothesized for future validation.
During speciation in crop plants, many morphological changes evolved in response to continuous selection pressure. Such characters are largely governed by genetic and epigenetic changes or are modulated according to ecological adaptations. The transition of wild progenitor species into modern elite cultivars through “domestication” entails evolutionary responses in which plant populations adapt to human selection. In response to this selection most plant species exhibit marked changes in a variety of phenotypes, most noticeably in traits consciously under selection (e.g., fruit size, yield, and evenness of maturation) . As Darwin  profoundly recognized long ago, the study of the phenotypic variation between wild and domesticated plants presents an opportunity to generate insight into general principles of evolution, using the morphologically variable antecedent and descendant taxa.
An example of how this concept has transformed our understanding is the realization that natural selection pressure, as well as adaptation under human selection, often led to unexpected and unexplained departures from predicted phenotypes. This mainly includes traits such as enhanced yield, enhanced apical dominance, reduced seed dormancy, perennial to annual habit, and relative susceptibility to pathogens, disease, and insect pests [3, 4]. However, the latter received the least attention during the process of “agricultural evolution.” The term “agricultural evolution” here, in fact, summarizes all of the changes accumulated in any wild plant form under natural selection, human-mediated artificial selection (=domestication), and modern breeding practices (Figure 1). From an evolutionary standpoint, these phenomena may be viewed as novel generators of variation in the tertiary gene pool comprised of domesticated and wild germplasms (Figure 1). Such variations occurred mostly at genetic level and provide the ability for a given species to evolve in response to the changing environmental conditions and stress factors [5, 6]. Notwithstanding the striking discoveries of the genetic basis of evolved morphological traits in crop plants [7–11], relatively little is understood about the manner in which gene networks and biological processes are associated with the more susceptible phenotypes of the elite forms.
Regardless of these rapidly accumulating insights, important questions remain about every stage of agricultural development. How did individual crop plants evolve from wild species and acquire agriculturally important traits? How do contemporary plant forms achieve diverse evolutionary trajectories separate from those of their progenitor(s)? How do recently formed elite accessions of crop plants become compromised of different resistance traits? To what degree has crop evolution via the process of domestication and concurrent breeding practices provided a stimulus for sustainable agriculture? Despite the domestication events followed by breeding practices across plant taxa, we do not know why agricultural evolution is so prevalent or conversely, why crop evolution is not universal if it confers some adaptive advantages and promotes species diversification. Nor do we understand the dynamics that underlie the transformation of wild forms to domesticated forms in cryptic crops such as cotton and corn.
It has been assumed that several agriculturally important traits such as resistance to abiotic and biotic stress conditions decreased significantly during evolution. For example, in domesticated accessions of the genus Cajanus, reduced levels of resistance have been reported against herbivores [12, 13], bacterial blight , and fungal diseases . Among stress conditions, a reduction in drought tolerance, resistance to herbivory and pathogens, is the major threat to crop plants. It is difficult to understand what are the precise genetic underpinnings are that make a plant species vulnerable to drought, herbivores, and pathogens after passing through the evolutionary important mechanism of crop domestication? Surprisingly, what is the extent of reduction in resistance traits across crop plants, if the reduction in any particular resistance trait is proportional to another resistance trait? The answer to these questions may not be consistent across plant taxa but may only hold true for a particular plant lineage. Generally, domestication promotes heterozygosity leading to the more successful variants under selection pressure either through fixed hybridity or by polysomic inheritance. Could it be assumed that domesticated accessions are in general more “successful” than their wild progenitors? This is an exceedingly difficult question to answer, in large part because “success” is an ill-defined term that can refer to anything from short-term proliferation of individuals to long-term effects on lineage diversification. The susceptible nature of modern crop plant varieties in comparison to their wild progenitors could be one of the most apparent consequences of such a megaevent. Or accelerated mutational activity in coresident genomes (in case of polyploid crops) in early generations led to a downgrade in the pathogenic and herbivore resistance of domesticated plant species. Answering these and other questions will require comparisons of wild and domesticated forms by researchers from diverse disciplines such as ecology, population biology, and physiology. Unfortunately, these important areas of biology have received far less attention than the genetics and genomics of selection [7, 16–18]. Nevertheless, even in these better-studied areas much remains to be learned, and it is only by moving beyond the idiosyncrasies of a handful of model crop systems that emergent properties of selection can be detected. Though crop plants are threatened by many stress conditions, most of the previous research has been focused on the study of genetic end of resistance to herbivory at the gene expression level, during the process of selection, and at the phenotypic level. The aim of this paper is to provide a broad, updated entry to the literature as well as to highlight the major unanswered questions in the field of crop evolutionary genetics.
2. Evolution of Crop Plants
A primary concern of agricultural evolution biology is to investigate where, when, and how crop plants originated. Vavilov’s center of domestication  has been a valuable hypothesis as to where crops originated and where our sessile, agrarian cultures began. Since then, we have made great strides in pinpointing where contemporary domesticated forms have arisen and from which wild species they are derived (Figure 2). It has been believed that modern elite plant varieties with useful characters (mostly hybrids) for sustainable agriculture have been developed through (i) domestication and (ii) following research and breeding activities that were implemented by scientists and breeders worldwide (Table 1) (reviewed by [20, 21]). However, it is essential to understand which has been the foremost drive largely in the phenomenon of “agricultural evolution.”
The term “domestication” is often used to describe the process by which wild becomes stabilized. From the standpoint of morphological transformation, domesticated forms are by definition wild species with certain traits highlighted under human selection (Figure 1), showing character modifications including novel trait formation and subsequent segregation, for example, a reduction in grain shattering and seed dormancy in rice [10, 22, 23]; an increase in seed and pod size in Vigna ; an increase in fiber length and quality in cotton [16, 25]; changes in fruit size and shape in tomato ; increased apical dominance in maize [7, 8]; and more. As Darwin recognized , the study of the phenotypic variation between wild and domesticated plants presents an opportunity to generate insight into general principles of evolution, using morphologically variable antecedent and descendant in a comparative framework. This approach provides an intriguing perspective on the molecular genetics of human-mediated artificial selection. It is thus assumed that strong artificial selection coupled with introgression (=crossing with the respective wild relative) could drive the fixation of the most beneficial genes and their expression regulation in the process of crop domestication.
The domestication process and introgression under modern breeding programs must have served as effective means to increase the genetic diversity of elite cultivars especially following the initial domestication bottleneck, and to produce cultivars adaptive to climatic conditions . But is it true for all domesticated crop plants? Can it be assumed that cereals with divergent genomic backgrounds experienced one or more domestication events in their evolutionary history? To test this hypothesis, metagenome studies of population genetic structures of cereals, other important modern taxa and their wild progenitors of known origin, are required. Instances of multiple independent domestications in cereals do not provide evidence for their clear ancestry (e.g., Oryza, Hordeum), and even if their respective wild progenitors were identified, the multiple origins of domesticated forms and their formation would mostly remain unknown. It has also been assumed that almost all crop plants have experienced repeated polyploidization of genomes in their evolutionary history with multiple-fold duplication of ancestral angiosperm (flowering plant) genes . Polyploidy has influenced flowering plant diversification and provides raw material for the evolution of novelty by relaxing purifying selection on duplicated genes. However, following polyploidization, is the formation of multiple and independent domesticated forms a synchronized event across taxa? It still remains unclear whether genetic polyploids such as wheat, unlike rice and barley, must necessarily undergo mutation in orthologous loci simultaneously [38, 39]. In fact, many domesticated plant forms appear to undergo one or more mutations in a single gene, and thus the probability of parallel and independent selection of orthologous chromosomal regions responsible for the key domestication transition is expected to be weak.
Domestication could, therefore, include all responses to plant evolution, including genetic and epigenetic effects, as reviewed recently [1, 26]. What is the postdomestication impact on the genomic architecture of a plant? The domesticated forms are expected to undergo many of the genome-level megachanges both at structural and functional levels, such as sequence loss, structural rearrangements, and changes in the regulatory sequences, respectively [40, 41]. Recent large-scale microarray studies on the comparison of wild and domesticated forms of selective plant species confirmed that global gene expression had been radically altered by domestication [16, 25]. Such changes have certainly played an important role at the evolutionary scale as domesticated plant forms are not always achieved immediately, even in relatively simpler genomes, as reviewed by [17, 36]; and inheritable changes can only occur often through mutations at genic and/or regulatory levels. For example, a QTL (sh4) is responsible for the reduction of grain shattering in the wild rice  and a loss of function mutation of Vrs1 in six-rowed barley ; and a QTL is responsible for free-thrashing character in wheat . Accordingly, what is the preference for such target genes to undergo mutations during selection process? It is now evident that the genes involved in important domestication transitions are preferably regulatory sequences whose mutations can generate substantial phenotypic modifications serving as suitable targets for strong artificial selection in the key steps of crop evolution [42, 43].
Regarding the magnitude of the changes that occurred throughout crop formation, it appears that breeding activities of crop plants are relatively of less radical change than the conversion of wild forms to the domesticated forms. If so, will the modern elite varieties derived through hybridization of two similar domesticated varieties/forms have less evolutionary resolution than those derived through hybridization with their wild progenitor species? This is definitely an affirmative assertion and has also been validated across plant taxa with reduced genetic diversity in the breeding programs. Thus, what may be the potential risks involved with such radical loss in the genetic diversity among elite cultivars? It may also develop the weedy competitors of crop plants as well as their susceptibility to the diseases, pathogens, and herbivores leading to severe crop losses. But is there any correlation between operative stress condition and the niche of any plant population? Are there sufficient pieces of evidence for relatively less epidemic of any particular pathogen or pest population? The bewildering possibility of such prevalence may destabilize the crop productivity as well as subsequent evolution. For example, despite low crop diversity among cereals initially, successful introgression of resistance to abiotic stress conditions, pathogens, and herbivores was deployed to maintain yield. In this scenario, what is the deadline for such incorporation of resistance traits in crops for sustainable agriculture? The answer is still unclear but it may only be possible if (i) domestication, (ii) change from traditional landraces to modern breeding varieties, and (iii) their over and above decade field adaptation can work indefinitely; for example, maize hybrids in the United States now have a useful lifetime of about 4 years, half of what it was 30 years ago .
The advent of genomics has brought a bonafide improvement to the study of such regulatory regions and generation of molecular and expression data, knowledge, and tools which could be applied in modern breeding programs for exploitation of genes from tertiary gene pool (Figure 1). To further understand the genetic basis of domestication, tremendous variations have been revealed using molecular markers. For example, in tomato, the genetic variation present in wild species has been investigated intensively for specific traits and is being exploited for tomato breeding [45–48]. Using DNA technologies, the diversity of domesticated tomato is estimated to comprise <5% of the genetic variation as compared to the rich reservoir in wild relatives . So far, even using sensitive molecular markers, very low polymorphism within the domesticated tomato gene pool has been identified, [50, 51]. A loss of genetic diversity revealed through sequence repeat markers was also observed from wild Triticum tauschii to the landraces and subsequently to the elite germplasm . Though the successful application of breeding programs has produced high-yielding crop varieties, ironically the plant breeding processes have threatened the genetic basis upon which the breeding depends. If assumed so, is the redundancy in the loss of diversity across taxa deleterious, or neutral? What is the spectrum of consequences of having genes and mutations underlying domestication transitions (colloquially called “domestication syndrome”)? Are the answers to these questions consistent among plant lineages or between parallel domestication events? Nevertheless, intensive artificial selection does not inevitably lead to a loss of genetic diversity, and diversity can be compensated by the introgression of novel germplasm. One example of this is the development of novel rice variety , with the introgression of major QTL, sh4, responsible for the reduction of grain shattering.
3. Resistance to Herbivory
3.1. Resistance Variations Arising by Domestication
Herbivores (insect pests) are the major factor responsible for destabilizing crop productivity in agricultural ecosystems. Herbivores have been recognized as a major constraint to crop production causing significant yield loss and quality degradation. In response to herbivory, plants have acquired inherent resistance against such pests; however, the intensity of this resistance varies enormously between wild and domesticated forms. So, what could be the rationale for such large variations in the resistance levels? It is believed that the alterations in herbivory resistance are a prominent outcome of genetic reduction within and between crop species. Several studies have shown that massive expression changes accompany crop evolution (under domestication and breeding practices). The magnitude of expression changes varied greatly between species influencing genetic diversity and resistance levels tremendously. However, do enough data exist at present to reveal general trends of reduced resistance to herbivory among domesticated forms across taxa? It is evident in three wild relatives of chickpeas that are, Cicer microphyllum, C. canariense, and C. macracanthus exhibiting significant reduction in leaf feeding, larval survival, and larval weight of neonate larvae of Helicoverpa armigera in comparison to domesticated perennial accessions. The extent of suppression of damage is impressive in wild accessions as compared to the domesticated chickpeas.
Also, a comparison of global gene expression profiles in the wild and domesticated allotetraploid cotton Gossypium barbadense has specifically addressed the transcriptional effects of domestication during development. Several important genes and their functional categories related to resistance genes have been identified as downregulated in the domesticated form than its counterpart wild form supporting the assumption of reduced resistance properties of a plant species . Furthermore, a comparison of wild and domesticated accessions of allopolyploid G. barbadense with their diploid progenitors (G. arboreum and G. raimondii; B. Chaudhary & J. F. Wendel, unpublished) revealed significant transcriptional downregulation of resistance-related genes in the expression phenotype of the domesticated form. This is a clear indication of reduction in herbivore resistance traits during the domestication of an allopolyploid crop. Since cotton allopolyploid species carry “A” and “D” genomes, derived from their diploid progenitors , it may also be argued that such a reduction in herbivory resistance may be the cumulative reduction occurred during both polyploid formation and domestication. However, following polyploid formation, many duplicated genes undergo transcriptional biases and do not behave as simple additive combinations of the parental genomes , but instead are maintained at the ancestral resistance levels at least in the wild forms. Thus, the possibility of reduction in resistance levels during polyploid formation appears to be minimal and major reductions in resistance levels may have occurred during the domestication process.
This lack of additivity in gene expression levels in most polyploid crop plants raises several fundamental questions on the consequences of the evolutionary dynamics of resistance gene expression following domestication. From a mechanistic standpoint, what is responsible for nonadditivity in gene expression, and why does this vary so much among resistance genes and between different genomic combinations? Why do such important genes from two diploid genomes demonstrate such a large disparity in the degree of suppression of the gene expression phenotype? Also from an evolutionary point of view, how does genomic evolution impact resistance gene expression variation during agricultural evolution (domestication followed by the breeding practices), and what are the potential phenotypic effects of each of these sources of variation?
3.2. Genetics of Resistance to Herbivory
One of the most recent and spectacular revelations in crop plants is the identification of a number of molecular markers, and how these markers could be applied to identify and track target genes in a marker-assisted breeding program [54–56]. Molecular markers have also been applied to increase understanding of the mechanistic and biochemical basis of herbivore resistance, as shown thoroughly in maize , mungbean , potato , and in soybean . What are the putative regulatory genomic components and pathways providing resistance against herbivores, and at incredibly varied levels? Five QTLs have been identified in Arabidopsis known to regulate the glucosinolate-myrosinase system controlling the generalist herbivore Trichoplusia ni than specialist feeding insect Plutella xylostella  identified five QTLs in Arabidopsis known to regulate the glucosinolate-myrosinase system controlling the generalist herbivore Trichoplusia ni than specialist feeding insect Plutella xylostella. This demonstration of the higher levels of genetic variation for resistance to the generalist and specialist herbivores has been further verified and expanded in several subsequent studies, including one in which several QTLs from consistent resistance sources for leaf feeding insects SWCB and FAW were mapped on and observed to be located on chromosomes 6, 7, and 9 in corn. Given the resistance to both of these insects, candidate genes were identified as mir cysteine proteinase gene family  and the Glossly15 gene controlling adult to juvenile transition . Also in soybean, 81 QTLs related to herbivory resistance were identified through meta-analysis, and the locations of true QTLs were deduced with a confidence interval of 95% [64, 65]. Thus, could it be determined whether a genetic variant having a particular QTL or haplotype of a polymorphism is associated with the resistant traits? To understand this contention, a number of herbivory-resistance QTLs have been tested for nonrandom associations in the populations derived from a cross between resistant and susceptible parents determining their proportional contribution to the phenotype in wide array of crop species [59, 66]. RFLP-based identification of herbivory-resistance QTLs in maize revealed their strong association with antixenosis (=a resistance mechanism employed by a plant to deter or prevent pest colonisation) and antibiosis (=an association of two organisms in which one is harmed or killed by the other) resistance to corn earworm [57, 67], and also in soybean . The herbivory resistance QTLs discovered by Rector et al.  accounted for most of the genotypic variance for corn earworm resistance in the susceptible resistant hybrids; however, with some exceptions those could probably be addressed later with the help of soybean insect resistance QTL database. Will the contemporary catalogues of genome-sequencing projects across plant systems support the identification of important herbivory resistance loci? In result, it may definitely be assumed that future analyses based on whole-genome sequencing data will emphasize insect resistant (IR) QTLs/IR genes identified earlier through marker-assisted selection. This will substantially reduce the time utilized for their adaptive inheritance through classical or precision breeding. Until relatively recently, family-based QTL mapping and association mapping were the primary means of searching genes involved in crop evolution . Considering these studies, different chromosomal regions were identified harboring corresponding QTLs involved in the herbivory resistance phenotype. Because there is a complex correlation among different cellular traits considered important for a resistant phenotype, it becomes enormously difficult to identify such specific biochemical constituents. This observation suggests that variation in resistance traits is controlled by intricate genetic mechanisms, a suggestion further bolstered by demonstrations of resistance variation in maize synthetic hybrids, whose genomes have not undergone any subsequent selection [7, 17, 69]. The mode of resistance is of great evolutionary interest, as it may often sporadically disappear under domestication and following breeding practices [7, 17, 69]. So, what are such vital target genes, their chromosomal positions, and putative structural changes those cumulatively have influenced the loss of resistance potential? Will any type of stochastic mutations in the coding or noncoding regions lead to the differential loss of resistance potential among elite cultivars? From an evolutionary perspective, it could be hypothesized that divergence in resistance potential at the genomic level may also preserve an extensive polymorphism, thus retaining additional raw material for subsequent evolutionary tinkering if exploited under breeding programmes.
4. Susceptibility to Herbivory and Acquired Resistance
4.1. Resistance Genes: Are There Patterns?
The domestication process increased a number of important traits required for agricultural innovations, though with few subsides. For example, the nascent “crop-form” (representative from independent domestication events) is more susceptible to herbivores as a result of having few important resistance loci, of which most were identified from their wild progenitor species. Is such phenotypic transformation under domestication universally advantageous or has accompanied with the loss of an “additional” benefit? What is the spectrum of consequences of having a set of important genomic loci selected under human selection? Are the answers to these questions consistent among plant lineages and/or between independent and parallel domestication events within a single species?
Traditional views maintain that domestication followed by breeding promoted the fixation of resistance loci, referred to as fixed heterozygosity [70–72]. It was thus suggested that inherited heterozygosity at resistance loci is beneficial. Modern views also support that introgression of resistance loci can be advantageous and provide a primary source of genes/alleles with new functions [73–75]. However, the identification of novel germplasm from the tertiary gene-pool is an enormously difficult task and it takes time for characterization. However, an inventive alternative is to carry out comprehensive genomic exploration of improved cultivars, primitive domesticated forms, and their wild progenitor species for the identification of candidate genes underlying resistance traits that show evidence of selection during domestication. With the latter approach, could the relationship between identified candidate genes with their phenotypic effects be envisaged? What are the confidence limits to forbid the possibility of the identified genes as false positives? The use of multiple statistical tests can certainly reduce such misreadings .
Analysis of a large number of loci underlying resistance to herbivory in soybean showed that resistance is an outcome of a mixture of major and minor gene effects and is not random. Some loci responsible for acquiring resistance to herbivory were underlying within regions having loci for the resistance against cyst nematode . Classification of different soybean genotypes showing broad resistance has suggested important loci contributing to active synthesis and accumulation of products to stop (=antixenosis), deter (=antibiosis), and/or administer (for which mechanism is not readily established) herbivory [55, 67]. Three QTLs influencing resistance to corn borer species in maize have also been identified as overlapping with other genes of small effect in regulating the resistance phenotype, indicating the presence of pleiotropism or linkage between genes affecting resistance and other agronomic traits . Recently, one major and three minor QTLs in rice have been identified as showing resistance against green rice leafhopper along with defined microsatellites for marker-assisted selection . However, at present, relatively little is understood about the temporal dynamics of resistance to herbivory in different crop plants, and this requires the study of multiple genomes with the empirical reality of long-term resistance to herbivory.
4.2. Modern Cultivars Are More Susceptible Than Their Wild Progenitor Species
Under classical models, plant resistance to herbivory and pathogens is proposed to be a primary phenotype mostly available in the wild ancestors. For instance, plant introductions (PIs) in soybean with low agronomic quality have been demonstrated to be resistant against number of defoliating insects [12, 13]. Such models agree with the theory predicting that domestication occurred by human-mediated exertion through artificial selection on a wild species, both positive and negative, over hundreds of generations resulting in the development of cultivable species. In general, wild plant forms resist attack by herbivores and pathogens mainly through constitutive and inducible defense mechanisms . The evolution and maintenance of the latter are now firmly accepted as an integral component of the plant defense mechanism against herbivores. However, the question remains when, where, and how induced resistance is deployed? Based on differences in the signaling pathways and spectra of effectiveness, the induced resistance could be categorized into (i) systemic acquired resistance (SAR) occurring in the distal plant parts following localized infections and (ii) induced systemic resistance (ISR) stimulated by nonpathogenic organisms and is regulated by jasmonic acid and ethylene . During crop evolution (domestication followed by breeding practices), besides all evolutionarily relevant “internal” costs (genetic or allocation) of induced resistance, what are the other costs that may also be influencing the resistance phenotypes? There has been rapid progress in the detection of other important components, such as ecological costs, which are the result of a plant's interaction with its environment. Therefore, the conceptual separation of genetic and environmental contributions throughout crop formation would help in our understanding of induced resistance [82, 83].
If artificial selection prevails all through generations at the genomic level, is the operation of such selection global or localized? It may be argued that the evolutionary event such as domestication can affect the sequence variation at wide-reaching loci within a crop plant. In that scenario, what could be the limiting factors responsible for such proposed “genetic erosion” in an elite germplasm? One explanation could be that selection in modern breeding programs instead acts on selected important loci controlling a variety of traits, concluding that selection in either case would significantly reduce species-wide polymorphism and make it more vulnerable to the stressful conditions . Besides intensive selection in modern breeding programs, the narrow genetic base is often cited as a contributing factor to low diversity, at least in soybean. Analysis of 111 fragments from 102 genes in four soybean populations showed evidence of a reduction in genetic diversity within and around the selected loci creating genetic bottlenecks . The reduction of genetic diversity at different loci could result in “broad susceptibility” to newly emerging diseases and herbivores, thereby threatening long-term food and feed security . One or multiple domestication events in the evolutionary history of soybean provide a discernible degree of diversity compensation that is up to a 50% reduction, eliminating almost 81% rare alleles present in the wild soybean (G. soja), and even appear to undergo significant change in the allele frequency . Could it be assumed that the most significant loss of diversity in modern cultivars occurred during domestication, or due to an unusually low level of initial genetic variability in the wild progenitor, or both? It seems that the major loss of diversity occurred during domestication leading to the bottleneck where there was a loss of rare alleles present in the wild form and landraces. Contrary to classical predictions that loci under selection pressure may be relatively free to acquire heritable changes, it has been shown among subspecies of maize and rice that single nucleotide polymorphisms encode radical changes in the regulatory regions preferentially preserved in the domesticated forms and evolve conservatively [7, 17, 57]. Any such change can lead to divergence in subgenomic expression components, for example, in allopolyploid crop plants . Those in result may influence the quantitatively inherited traits such as resistance to herbivory. Since wild plant forms have large genetic diversity that could be exploited for introgression of important traits in the modern varieties, it may be assumed that some sources of resistance have been left behind during plant domestication. However, it would be relatively difficult or even unsuccessful to introgress such traits into modern cultivars because this may increase the potential of inferior yield through linkage drag as also shown earlier [84, 85]. Moreover, it will also be difficult because crops with antifeedants from wild may have toxicity and anti-nutritional angle. Here the author has a strong opinion that transgenic technologies may provide a radical solution to the herbivory as these avoid linkage drag and also the antifeedant angle.
5. Transgenic Resistance Mediated by the Expression of Foreign Proteins
5.1. Transgenic Crops and Resistance to Herbivory
Introduction of novel foreign genes into crop plants helps breeders to extend their germplasm with novel phenotypic traits. Such required traits are often related to the control of abiotic and biotic stresses, increasing the crop yield and improving the product quality, which were hitherto difficult or not possible to breed using a conventional approach [86, 87]. Given the toxicity of chemical pesticides, for the past two decades, a major emphasis has been on the control of herbivory through more rational strategies such as Integrated Pest Management (IPM). A component of IPM is the use of naturally available pesticides such as plant secondary metabolites and expression of heterologous proteins. Transgenic crops with a “modified” single gene developed for herbivore resistance are immensely beneficial in economic, environmental, and health concerns, as recently reviewed [88, 89], and understood to be “second generation” resistant crops (detailed in next section). A number of genes have been discovered which are toxic or antifeedant to herbivores and could be of plant or bacterial origin. A major contribution of herbivory-proof crops is in the reduction in application of harmful insecticides sprays and subsequent increase in crop yield [90, 91]. For example, transgenic maize event MON863 developed using a wild type gene from bacterium Bacillus thuringiensis (Bt), resistant to corn rootworm, was first commercialized in the USA in 2003  and successfully grown until recently. In such a scenario, how do we provide a global perspective of the status of biotech crops? The easiest way is to calculate the global adoption rates as a percentage of the global areas of principal crops (i.e., soybean, cotton, maize, and canola) in which biotechnology is utilized. Though, during last one decade, herbicide tolerance has consistently been the dominant trait, deployment of multiple genes for other traits such as resistance to herbivores is becoming increasingly important and most prevalent for sustainable agriculture. The best example of the dynamics of this very rapid adoption is the contemporary biotech maize for stacked traits . However, at the field level evaluation, the best-studied resistance to the herbivory phenomenon in the crops is the Bt cotton , which has a documented reduction in pesticide application of more than 70% in the developing countries, utmost domesticated in India , though results have been very variable. In 2009, 5.6 million small and marginal resource farmers planted and benefited from ~8.4 mHa of Bt cotton, equivalent to 8.7% of the total area under cotton cultivation in India. The corresponding adoption rate of biotech cotton has also been increased globally from 15.5 mHa to 16.1 mHa in the year 2009 . For soybean, the global hectarage of herbicide tolerant transgenics was 69.2 mHa, (up by 3.4 mHa in 2009), which leads this crop to be the largest GM crop grown worldwide . These examples illustrate two major contributions of the biotech approach to plant breeding: (i) enlarging the gene pool by including novel genes that breeders could not access by crossing techniques and (ii) modifying the genes by recombinant DNA technologies to fine-tune transgene expression . The latter needs more emphasis and attention to achieve success in transgenic technologies for improved traits in the crop plants.
What controls the level of a foreign gene expression in genetically modified plants? Any or all of the molecular mechanisms associated with cellular gene expression machinery could be involved. Such a definition encompasses an array of molecular mechanisms at the transcriptional level including DNA methylation, mRNA decay, and small RNA-mediated gene silencing or at translational level having protein misfolding, degradation or other modification, and nuclear/chromosomal context with respect to genomic location of transgene often referred to as “position effect.” It is generally assumed that because genes of prokaryotic origin are expressed poorly in higher organisms, such as plants [96, 97], certain modifications in such genes are required in order to achieve optimal expression. This may include modification in the GC content (as plants are comparatively GC rich than bacteria particularly Bacillus spp.), and in codon usage , after the introduction of regulatory sequences and polyadenylation signals. This fact is well supported with a significant increase in the expression of a codon-modified Bt cry1Ac gene in comparison to the wild-type gene from bacterial origin. Subsequently, by modifying codon usage, removing polyadenylation sequences , and other modifications in Bt genes, a number of plants have been transformed against their target pests [98, 99]. But is this true only for bacterial genes? Can it be assumed that plant-derived genes with insecticidal potential [100, 101] such as protease-inhibitors, alpha-amylase inhibitor, lectins, and hemilectins do not require any modification for their optimal efficiency prior to the delivery into other crop systems?
Under field conditions, reverse effects of transgenics were also recorded with (i) harmful effect on nontarget insects and (ii) target insect to develop resistance against insecticidal genes used. The first risk could be addressed by designing the synthetic genes to target the hypervariable regions of target insect genes, thereby avoiding their lethal effects on nontarget insect population. However, in the latter case, the potential hazard could only be equilibrated through achieving very high transgene expression in the transgenics through the system-specific codon usage modification of a gene, use of high strength constitutive promoters, “position effect-” based screening of large transgenic population, and following refuge strategy to delay the acquired resistance in the pest population. If transgenic technologies are so promising and successful over conventional breeding, what are the major constraints that delayed the worldwide cultivation of genetically modified (GM) crops? Here, one of the likely explanations may be the inappropriate resistance management strategies deployed so far for the commercially important crop plants. For rice, assessment of agricultural fields for productivity and health effects in China emphasized such issues and highlighted key concerns on policy implementation and resolution of trade barriers , which may also be true globally. Clearly, much remains to be learned about such issues, as how should GM crops for herbivory resistance be synchronized for sustainable agriculture?
5.2. Next Generation Herbivory-Resistant Crop Plants
Transgenic technologies are undoubtedly important for plant defense against stresses, and it has also been argued that they are useful for the incorporation of novel phenotypes into crop plants. Existing single gene biotech crop studies may be extrapolated to a hypothetical case where full coverage of all target herbivores and plant diseases would be available in a genetic stock. As mentioned previously, biotech maize in USA is the best example of the deployment of stacked multiple traits including Bt genes (one to control the European corn borer complex and the other to control rootworm) and herbicide tolerance (first commercialized in 2005) and continued to grow in 2009 . However, hints regarding gene pyramiding, exclusively for herbivory resistance, have also been emerging rapidly in last decade. In rice (Oryza indica), incorporation of two Bt genes and one lectin gene showed the control of three major herbivores: rice leaf folder (Cnaphalocrocis medinalis), yellow stemborer (Scirpophaga incertulas), and the brown planthopper (Nilaparvata lugens), respectively . This indicates that, in rice, the long-term effect of multiple gene expression is an apparent enhancement of the resistance phenotype established by the synergistic effects of transgenes. Also, two Bt gene-transgenic cotton showed enhanced protection against Helicoverpa zea in comparison to the single gene transgenics with any of the two genes studied . Evidence from our research laboratory on cotton indicates that transgenic stock with two Bt genes targeting two different lepidopteran insects shows significant improvement in the resistance trait against individual insects than do the respective single gene transgenics (B. Chaudhary and D. Pental, unpublished data). This indicates that the gene combinations may have played a strong role in reserving a durable resistance phenotype. Even without knowing the comprehensive specific mechanism(s) involved, there is clearly some association between the observation of high levels of protection against herbivores and the presence of multiple genes.
However, for any particular trait such as resistance to herbivores, can only genes from similar origin be tagged for synergistic activity? Can it be assumed that genes from distant origin be grouped together for increased resistance phenotype? The answer lies with the gut anatomy of phytophagous herbivore, which has different binding sites for toxic proteins that determine the spectrum of different lethal protein(s) activity and severity and provide clues for the use of diverse toxic genes to introgress herbivory resistance phenotype. The use of lectins, for example, Galanthus nivalis agglutinin (GNA), with Bt genes is very promising for increased insect resistance, with the ability of GNA to serve as carrier protein for the delivery of insecticidal proteins (in most cases Bt toxins).
What should be the major selection criteria for insecticidal proteins when used for gene pyramiding? This may entail (i) toxic activity against wide spectrum of herbivores and (ii) nonhomology between or among concurrent toxins used. A well-studied example in second-generation insect-resistant transgenic plants is the use of novel vegetative insecticidal proteins (VIPs), which are produced by Bacillus thuringiensis during its vegetative growth along with Bt crystal proteins. Unlike Bt crystal proteins known as δ-endotoxins, VIPs are not parasporal and are secreted from the bacterial cell during vegetative growth. The full-length toxin gets activated proteolytically to a core toxin by proteases in the lepidopteran gut juice [106, 107]. Since the mode of action, structure, and binding sites of VIPs are different from Bt toxins in the insect gut epithelium, their use as potential insecticidal proteins for gene staking is very promising. Transgenic cotton expressing two insecticidal proteins Vip3A and Cry1Ab is estimated to be highly effective against two cotton herbivores, Helicoverpa armigera and Heliothis virescens . Hence, it is assumed that enhanced resistance could be achieved by using two or more effective analogous insecticidal proteins. Gene combination Bt cry1Ac and snowdrop lectin GNA were also tested in cotton and showed resistance against insect pests Heliothis armigera and Aphis gossypii . Also, the results from a comparison between single Bt toxin tobacco transgenics and two gene transgenics having the Bt gene and the cowpea trypsin inhibitor (CpTi) gene showed the dominance of two gene products with enhanced insecticidal efficacy against cotton bollworm (Helicoverpa armigera) . Further, an evaluation of Bt-CpTi fusion protein was performed in Brassica oleracea to study the insecticidal effect of this fusion protein on cabbage worm, which showed high activity of trypsin inhibitor, and the overall strong resistance to the common cabbage worm . The synergistic activity between unrelated genes seems very promising. Having distinct binding sites of different Bt genes in the mid-gut of herbivores, novel combinations of such genes have been considered good to be deployed in delaying the evolution of resistant herbivores . Since most of the activated Bt toxins share a common three-domain structure with a similar mode of action [113, 114], it is possible to develop a hybrid toxin through domain swapping [115, 116]. Transgenic cotton and tobacco with a hybrid Cry1EC toxin developed against polyphagus insect Spodoptera litura resulted in extreme toxicity to all developmental stages of larval development . Naimov et al.  constructed a hybrid Bt gene using truncated cry1Ba gene as a scaffold and inserted part of the second domain of cryIIa gene conferring resistance to both coleopteran and lepidopteran pests. These studies support the assumption that such a novel strategy may provide new avenues for resistance management studies involving multiple transgenes in crop plants .
The pyramiding technology has been noted to provide excellent control of a broad range of herbivores and reinforces the argument that developed resistance in selected herbivores against one toxin will still be fully susceptible to other toxin molecules present in the plants (reviewed by ). If so, is gene pyramiding an enduring strategy for sustainable resistance? Given the insecticidal activity, it appears very clear that single gene transgenics in the field cannot be sustained without an integrated approach . Such approach will definitely delay or, with other components of IPM strategies, preclude the possible adaptation of herbivore-populations to resistant transgenic plants.
5.3. Endogenous Resistance to Herbivores is Prolonged by Transgene Stacking
As mentioned above, one strategy to delay the evolution of resistant herbivores is the stacking of multiple Bt genes [120, 121]. However, major concerns with this approach are (i) limited insecticidal properties of Bt genes to the target herbivores due to high specificity of Bt toxins, (ii) the potential cross-resistance leading to the evolution of resistant herbivores and (iii) the restricted use of possible novel combinations of Bt genes. A possible solution to the aforementioned problems may be either pyramiding of Bt genes with another transgene having a different mode of action, as also discussed earlier [108–110], or by pyramiding the native herbivory resistance genes with selected Bt transgenes (reviewed in ). In reference to the latter, Walker et al.  identified that when the SSR-based IR-QTL conditioning corn earworm resistance in soybean was combined with Btcry1Ac gene, it resulted in detrimental effects on the larval weights, and with the least foliage consumption. With these results, can it be assumed that the combined effects of endogenous resistance and transgene-based resistance are additive while having independent mode of action(s)? Genetic modification of cotton with the Btcry1Ab transgene with high terpenoid levels showed more resistance to tobacco budworm than transgenics with low terpenoid levels . However, transgenics developed in susceptible potato with Btcry3A gene against Colorado potato beetle larvae exhibit higher or at least similar mortality in the target herbivores as in the resistant potato line with leptine glycoalkaloids . In the latter scenario, a better strategy may be the identification of IR-QTLs with the help of molecular markers, rather than with specific traits or compounds known to be associated with the resistance phenotype, as was earlier exampled in soybean, cotton, and potato [55, 122, 123]. The native plant resistance is suggested to be advantageous also in the controlling of the resistant herbivore populations, as demonstrated in the case of tobacco budworm, providing the “lethal dose” required for resistance management strategy . Thus, staking multiple Bt genes along with the exploitation of native resistance through marker-assisted breeding will comprise complementary additive effects ameliorating the deployment of resistance management practices in the field.
What are the key evolutionary attributes that make the conversion of wild germplasm to “crop” such a prevalent phenomenon? Are the most important evolutionary properties of modern crop plants due to contemporary breeding efforts per se, or is domestication, artificial selection, just as important? In the opinion of a crop breeder, the end product is warranted by both. Plant breeding of independently selected domesticated forms began almost ten thousand years ago. Gene mutations occurred during selection, polyploidy, or artificial or natural hybridization and brought remarkable genetic variations. For management of stress conditions in crops, do parallel breeding efforts share similar genomic modifications or is it system/event specific, given the likelihood that different features of human-mediated selection may predominate among various lineages?
Very important successes during domestication in terms of crop yield and quality with other agronomic aspects have been achieved, but with compromised resistance to the herbivores and diseases. All modern crop plants are protected against herbivores by using synthetic toxic chemicals, as has been the case for many years, and this often leads to the development of resistance in herbivores against such frequently used chemicals. To circumvent this problem, introgression of important traits from the wild gene pool has been performed through classical breeding, but has met limited success due to incompatibility and numerous genetic and genomic differences among plant forms. Such principal distinctions may be critical, in that the interactions established by the initial conditions propagate from the time of initial origin through periods of stabilization and long-term evolutionary outcome.
Based on the limited number of available examples, when gene transfer occurred in the nascent interspecific crosses, genetic engineering techniques had proven useful to overcome such problems. Two potential benefits of genetic modification are precise transfer of foreign gene sequences and the evolution of adaptive transgressive traits. Two potential benefits of genetic modification are precise transfer of foreign gene sequences and the evolution of adaptive transgressive traits. Classic plant breeding programs are reinstated for heterozygosity and therefore may be more likely to experience locus-specific linkage with its evolutionary consequences. In contrast, a transgenic crop plant possesses a greater insertion of multiple alien genic sequences with immediate phenotypic effect and genetic novelty. Indeed, experimental analysis of genetically modified crops for multiple traits suggests that pyramiding of favorable genes for individual trait may yield a “super-crop” with high returns. Thus, the breadth of recurrently selected traits in the domesticated plants and the genetic transformation system together has a major effect on the creation and retention of evolutionary novelty in the crop system.
The author is thankful to Professor Jonathan F. Wendel and Kara Grupp, Iowa State University, USA, for their suggestions in the preparation of this paper. The author also thanks the Department of Science and Technology (DST), Council of Scientific and Industrial Research (CSIR), and the Department of Biotechnology (DBT), Government of India, for the financial support to carry out cotton research work in the laboratory.
- J. C. Burger, M. A. Chapman, and J. M. Burke, “Molecular insights into the evolution of crop plants,” American Journal of Botany, vol. 95, pp. 113–122, 2008.
- C. Darwin, On the Origin of Species by Means of Natural Selection, or the Preservation of Favoured Races in the Struggle for Life, W. Clowes and Sons and Charing Cross, London, UK, 1859.
- D. L. Hyten, Q. Song, Y. Zhu et al., “Impacts of genetic bottlenecks on soybean genome diversity,” Proceedings of the National Academy of Sciences of the United States of America, vol. 103, no. 45, pp. 16666–16671, 2006.
- S. D. Tanksley and S. R. McCouch, “Seed banks and molecular maps: unlocking genetic potential from the wild,” Science, vol. 277, no. 5329, pp. 1063–1066, 1997.
- J. J. Bull and H. A. Wichmann, “Applied evolution,” Annual Review of Ecology, Evolution, and Systematics, vol. 32, pp. 183–217, 2001.
- T. D. Clarkson, “Stress physiology in crop plants,” Plant, Cell & Environment, vol. 4, p. 184, 1981.
- J. Doebley, “The genetics of maize evolution,” Annual Review of Genetics, vol. 38, pp. 37–59, 2004.
- J. Doebley, A. Stec, and L. Hubbard, “The evolution of apical dominance in maize,” Nature, vol. 386, no. 6624, pp. 485–488, 1997.
- T. Komatsuda, M. Pourkheirandish, C. He et al., “Six-rowed barley originated from a mutation in a homeodomain-leucine zipper I-class homeobox gene,” Proceedings of the National Academy of Sciences of the United States of America, vol. 104, no. 4, pp. 1424–1429, 2007.
- C. Li, A. Zhou, and T. Sang, “Rice domestication by reducing shattering,” Science, vol. 311, no. 5769, pp. 1936–1939, 2006.
- M. T. Sweeney, M. J. Thomson, B. E. Pfeil, and S. McCouch, “Caught red-handed: Rc encodes a basic helix-loop-helix protein conditioning red pericarp in rice,” Plant Cell, vol. 18, no. 2, pp. 283–294, 2006.
- J. N. All, H. R. Boerma, and J. W. Todd, “Screening soybean genotypes in the greenhouse for resistance to insects,” Crop Science, vol. 29, pp. 1156–1159, 1989.
- V. D. Luedders and W. A. Dickerson, “Resistance of selected soybean genotypes and segregating populations to cabbage looper feeding,” Crop Science, vol. 17, pp. 395–396, 1977.
- T. Ashfield, J. R. Danzer, D. Held et al., “Rpg1, a soybean gene effective against races of bacterial blight, maps to a cluster of previously identified disease resistance genes,” Theoretical and Applied Genetics, vol. 96, no. 8, pp. 1013–1021, 1998.
- A. Garcia, É. S. Calvo, R. A. De Souza Kiihl, A. Harada, D. M. Hiromoto, and L. G. E. Vieira, “Molecular mapping of soybean rust (Phakopsora pachyrhizi) resistance genes: discovery of a novel locus and alleles,” Theoretical and Applied Genetics, vol. 117, no. 4, pp. 545–553, 2008.
- B. Chaudhary, R. Hovav, R. Rapp, N. Verma, J. A. Udall, and J. F. Wendel, “Global analysis of gene expression in cotton fibers from wild and domesticated Gossypium barbadense,” Evolution and Development, vol. 10, no. 5, pp. 567–582, 2008.
- J. Doebley, “Unfallen grains: how ancient farmers turned weeds into crops,” Science, vol. 312, no. 5778, pp. 1318–1319, 2006.
- M. Sweeney and S. McCouch, “The complex history of the domestication of rice,” Annals Botany, vol. 100, pp. 951–957, 2007.
- N. I. Vavilov, “The origin, variation, immunity and breeding of cultivated plants,” Chronica Botanica, vol. 13, no. 1–6, pp. 1–366, 1951.
- P. Gepts, “A comparison between crop domestication, classical plant breeding, and genetic engineering,” Crop Science, vol. 42, no. 6, pp. 1780–1790, 2002.
- H. Ulukan, “The evolution of cultivated plant species: classical plant breeding versus genetic engineering,” Plant Systematics and Evolution, vol. 280, no. 3-4, pp. 133–142, 2009.
- H. W. Cai and H. Morishima, “QTL clusters reflect character associations in wild and cultivated rice,” Theoretical and Applied Genetics, vol. 104, no. 8, pp. 1217–1228, 2002.
- L. Z. Xiong, K. D. Liu, X. K. Dai, C. G. Xu, and Q. Zhang, “Identification of genetic factors controlling domestication-related traits of rice using an F2 population of a cross between Oryza sativa and O. rufipogon,” Theoretical and Applied Genetics, vol. 98, no. 2, pp. 243–251, 1999.
- T. Isemura, A. Kaga, S. Konishi et al., “Genome dissection of traits related to domestication in azuki bean (Vigna angularis) and comparison with other warm-season legumes,” Annals of Botany, vol. 100, no. 5, pp. 1053–1071, 2007.
- R. A. Rapp, C. H. Haigler, L. Flagel, R. H. Hovav, J. A. Udall, and J. F. Wendel, “Gene expression in developing fibres of Upland cotton (Gossypium hirsutum L.) was massively altered by domestication,” BMC Biology, vol. 8, article 139, 2010.
- Y. Bai and P. Lindhout, “Domestication and breeding of tomatoes: what have we gained and what can we gain in the future?” Annals of Botany, vol. 100, no. 5, pp. 1085–1094, 2007.
- M. C. Simonetti, M. P. Bellomo, G. Laghetti, P. Perrino, R. Simeone, and A. Blanco, “Quantitative trait loci influencing free-threshing habit in tetraploid wheats,” Genetic Resources and Crop Evolution, vol. 46, no. 3, pp. 267–271, 1999.
- V. J. Nalam, M. I. Vales, C. J. W. Watson, E. B. Johnson, and O. Riera-Lizarazu, “Map-based analysis of genetic loci on chromosome 2D that affect glume tenacity and threshability, components of the free-threshing habit in common wheat (Triticum aestivum L.),” Theoretical and Applied Genetics, vol. 116, no. 1, pp. 135–145, 2007.
- N. Watanabe, Y. Fujii, N. Kato, T. Ban, and P. Martinek, “Microsatellite mapping of the genes for brittle rachis on homoeologous group 3 chromosomes in tetraploid and hexaploid wheats,” Journal of Applied Genetics, vol. 47, no. 2, pp. 93–98, 2006.
- D. Zohary and M. Hopf, Domestication of Plants in the Old World, Oxford University Press, Oxford, UK, 3rd edition, 2000.
- S. A. Kempin, B. Savidge, and M. F. Yanofsky, “Molecular basis of the cauliflower phenotype in arabidopsis,” Science, vol. 267, no. 5197, pp. 522–525, 1995.
- G. Ladizinsky, “Lentil domestication: on the quality of evidence and arguments,” Economic Botany, vol. 47, no. 1, pp. 60–64, 1993.
- N. F. Weeden, “Genetic changes accompanying the domestication of Pisum sativum: is there a common genetic basis to the “domestication syndrome” for legumes?” Annals of Botany, vol. 100, no. 5, pp. 1017–1025, 2007.
- D. Ugent, “The potato,” Science, vol. 170, no. 3963, pp. 1161–1166, 1970.
- B. D. Smith, “The initial domestication of Cucurbita pepo in the Americas 10,000 years ago,” Science, vol. 276, no. 5314, pp. 932–934, 1997.
- T. Sang, “Genes and mutations underlying domestication transitions in grasses,” Plant Physiology, vol. 149, no. 1, pp. 63–70, 2009.
- A. H. Paterson, J. F. Wendel, H. Gundlach et al., “Repeated polyploidization of Gossypium genomes and the evolution of spinnable cotton fibres,” Nature, vol. 492, pp. 423–427, 2012.
- J. Dubcovsky and J. Dvorak, “Genome plasticity a key factor in the success of polyploid wheat under domestication,” Science, vol. 316, no. 5833, pp. 1862–1866, 2007.
- W. Li and B. S. Gill, “Multiple genetic pathways for seed shattering in the grasses,” Functional and Integrative Genomics, vol. 6, no. 4, pp. 300–309, 2006.
- J. C. Reif, P. Zhang, S. Dreisigacker et al., “Wheat genetic diversity trends during domestication and breeding,” Theoretical and Applied Genetics, vol. 110, no. 5, pp. 859–864, 2005.
- S. I. Wright, I. V. Bi, S. C. Schroeder et al., “Evolution: the effects of artificial selection on the maize genome,” Science, vol. 308, no. 5726, pp. 1310–1314, 2005.
- J. Doebley and L. Lukens, “Transcriptional regulators and the evolution of plant form,” Plant Cell, vol. 10, no. 7, pp. 1075–1082, 1998.
- J. F. Doebley, B. S. Gaut, and B. D. Smith, “The molecular genetics of crop domestication,” Cell, vol. 127, no. 7, pp. 1309–1321, 2006.
- S. R. Palumbi, “Humans as the world’s greatest evolutionary force,” Science, vol. 293, pp. 1786–1790, 2001.
- M. P. Bretó, M. J. Asins, and E. A. Carbonell, “Genetic variability in Lycopersicon species and their genetic relationships,” Theoretical and Applied Genetics, vol. 86, no. 1, pp. 113–120, 1993.
- H. Egashira, H. Ishihara, T. Takashina, and S. Imanishi, “Genetic diversity of the “peruvianum-complex” (Lycopersicon peruvianum (L.) Mill. and L. chilense Dun.) revealed by RAPD analysis,” Euphytica, vol. 116, no. 1, pp. 23–31, 2000.
- J. Villand, P. W. Skroch, T. Lai, P. Hanson, C. G. Kuo, and J. Nienhuis, “Genetic variation among tomato accessions from primary and secondary centers of diversity,” Crop Science, vol. 38, no. 5, pp. 1339–1347, 1998.
- C. M. Rick and R. T. Chetelat, “Utilization of related wild species for tomato improvement,” Acta Horticulturae, vol. 412, pp. 21–38, 1995.
- J. C. Miller and S. D. Tanksley, “RFLP analysis of phylogenetic relationships and genetic variation in the genus Lycopersicon,” Theoretical and Applied Genetics, vol. 80, no. 4, pp. 437–448, 1990.
- S. García-Martínez, L. Andreani, M. Garcia-Gusano, F. Geuna, and J. J. Ruiz, “Evaluation of amplified fragment length polymorphism and simple sequence repeats for tomato germplasm fingerprinting: utility for grouping closely related traditional cultivars,” Genome, vol. 49, no. 6, pp. 648–656, 2006.
- S. M. Tam, C. Mhiri, A. Vogelaar, M. Kerkveld, S. R. Pearce, and M. A. Grandbastien, “Comparative analyses of genetic diversities within tomato and pepper collections detected by retrotransposon-based SSAP, AFLP and SSR,” Theoretical and Applied Genetics, vol. 110, no. 5, pp. 819–831, 2005.
- J. F. Wendel and R. C. Cronn, “Polyploidy and the evolutionary history of cotton,” Advances in Agronomy, vol. 78, pp. 139–186, 2003.
- B. Chaudhary, L. Flagel, R. M. Stupar et al., “Reciprocal silencing, transcriptional bias and functional divergence of homeologs in polyploid cotton (Gossypium),” Genetics, vol. 182, no. 2, pp. 503–517, 2009.
- S. J. O’Brien, Genetic Maps, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, USA, 6th edition, 1993.
- D. R. Walker, J. M. Narvel, H. R. Boerma, J. N. All, and W. A. Parrott, “A QTL that enhances and broadens Bt insect resistance in soybean,” Theoretical and Applied Genetics, vol. 109, no. 5, pp. 1051–1057, 2004.
- J. G. K. Williams, A. R. Kubelik, K. J. Livak, J. A. Rafalski, and S. V. Tingey, “DNA polymorphisms amplified by arbitrary primers are useful as genetic markers,” Nucleic Acids Research, vol. 18, no. 22, pp. 6531–6535, 1990.
- P. F. Byrne, M. D. McMullen, B. R. Wiseman et al., “Identification of maize chromosome regions associated with antibiosis to corn earworm (Lepidoptera: Noctuidae) larvae,” Journal of Economic Entomology, vol. 90, no. 4, pp. 1039–1045, 1997.
- N. D. Young, L. Kumar, D. Menancio-Hautea et al., “RFLP mapping of a major bruchid resistance gene in mungbean (Vigna radiata, L. Wilczek),” Theoretical and Applied Genetics, vol. 84, no. 7-8, pp. 839–844, 1992.
- G. C. Yencho, M. W. Bonierbale, W. M. Tingey, R. L. Plaisted, and S. D. Tanksley, “Molecular markers locate genes for resistance to the Colorado potato beetle, Leptinotarsa decemlineata, in hybrid Solanum tuberosum × S. berthaultii potato progenies,” Entomologia Experimentalis et Applicata, vol. 81, no. 2, pp. 141–154, 1996.
- J. M. Narvel, D. R. Walker, B. G. Rector, J. N. All, W. A. Parrott, and H. R. Boerma, “A retrospective DNA marker assessment of the development of insect resistant soybean,” Crop Science, vol. 41, no. 6, pp. 1931–1939, 2001.
- D. Kliebenstein, D. Pedersen, B. Barker, and T. Mitchell-Olds, “Comparative analysis of quantitative trait loci controlling glucosinolates, myrosinase and insect resistance in Arabidopsis thaliana,” Genetics, vol. 161, no. 1, pp. 325–332, 2002.
- T. D. Brooks, B. S. Bushman, W. P. Williams, M. D. McMullen, and P. M. Buckley, “Genetic basis of resistance to fall armyworm (Lepidoptera: Noctuidae) and southwestern corn borer (Lepidoptera: Crambidae) leaf-feeding damage in maize,” Journal of Economic Entomology, vol. 100, no. 4, pp. 1470–1475, 2007.
- W. P. Williams, F. M. Davis, P. M. Buckley, P. A. Hedin, G. T. Baker, and D. S. Luthe, “Factors associated with resistance to fall armyworm (Lepidoptera: Noctuidae) and Southwestern corn borer (Lepidoptera: Crambidae) in corn at different vegetative stages,” Journal of Economic Entomology, vol. 91, no. 6, pp. 1471–1480, 1998.
- H. R. Boerma and D. R. Walker, “Discovery and utilization of QTLs for insect resistance in soybean,” Genetica, vol. 123, no. 1-2, pp. 181–189, 2005.
- J. Wang, W. K. Song, W. B. Zhang, C. Y. Liu, G. H. Hu, and Q. S. Chen, “Meta-analysis of insect-resistance QTLs in soybean,” Yi Chuan, vol. 31, no. 9, pp. 953–961, 2009.
- S. D. Tanksley, N. D. Young, A. H. Paterson, and M. W. Bonierbale, “RFLP mapping in plant breeding: new tools for an old science,” BioTechnology, vol. 7, pp. 257–264, 1989.
- B. G. Rector, J. N. All, W. A. Parrott, and H. R. Boerma, “Quantitative trait loci for antibiosis resistance to corn earworm in soybean,” Crop Science, vol. 40, no. 1, pp. 233–238, 2000.
- A. H. Paterson, “What has QTL mapping taught us about plant domestication?” New Phytologist, vol. 154, no. 3, pp. 591–608, 2002.
- M. Guo, S. Yang, M. Rupe et al., “Genome-wide allele-specific expression analysis using Massively Parallel Signature Sequencing (MPSS) Reveals cis- and trans-effects on gene expression in maize hybrid meristem tissue,” Plant Molecular Biology, vol. 66, no. 5, pp. 551–563, 2008.
- A. L. Kahler, M. I. Morris, and R. W. Allard, “Gene triplication and fixed heterozygosity in diploid wild barley,” Journal of Heredity, vol. 72, no. 6, pp. 374–376, 1981.
- A. B. Schooler, “Wild barley hybrids,” Journal of Heredity, vol. 54, no. 3, pp. 130–132, 1963.
- C. A. Suneson, “Genetic diversity—a protection against plant diseases and insects,” Agronomy Journal, vol. 52, pp. 319–321, 1960.
- R. W. Michelmore and B. C. Meyers, “Clusters of resistance genes in plants evolve by divergent selection and a birth-and-death process,” Genome Research, vol. 8, no. 11, pp. 1113–1130, 1998.
- D. P. Singh and A. Singh, Disease and Insect Resistance in Plants, Science Publisher, Enfield, NH, USA, 2005.
- K. Zhao, M. Wright, J. Kimball et al., “Genomic diversity and introgression in O. sativa reveal the impact of domestication and breeding on the rice genome,” PloS ONE, vol. 5, no. 5, Article ID e10780, 2010.
- A. Bonin, P. Taberlet, C. Miaud, and F. Pompanon, “Explorative genome scan to detect candidate loci for adaptation along a gradient of altitude in the common frog (Rana temporaria),” Molecular Biology and Evolution, vol. 23, no. 4, pp. 773–783, 2006.
- C. R. Yesudas, H. Sharma, and D. A. Lightfoot, “Identification of QTL in soybean underlying resistance to herbivory by Japanese beetles (Popillia japonica, Newman),” Theoretical and Applied Genetics, vol. 121, no. 2, pp. 353–362, 2010.
- B. Ordas, R. A. Malvar, R. Santiago, and A. Butron, “QTL mapping for Mediterranean corn borer resistance in European flint germplasm using recombinant inbred lines,” BMC Genomics, vol. 11, no. 1, article 174, 2010.
- D. Fujita, K. Doi, A. Yoshimura, and H. Yasui, “A major QTL for resistance to green rice leafhopper (Nephotettix cincticeps Uhler) derived from African rice (Oryza glaberrima Steud.),” Breeding Science, vol. 60, no. 4, pp. 336–341, 2010.
- D. Cipollini and M. Heil, “Costs and benefits of induced resistance to herbivores and pathogens in plants,” in CAB Reviews: Perspectives in Agriculture, Veterinary Science, Nutrition and Natural Resources, p. 10, 2010.
- D. Walters and M. Heil, “Costs and trade-offs associated with induced resistance,” Physiological and Molecular Plant Pathology, vol. 71, no. 1–3, pp. 3–17, 2007.
- M. Heil, “Ecological costs of induced resistance,” Current Opinion in Plant Biology, vol. 5, no. 4, pp. 345–350, 2002.
- M. Heil and I. T. Baldwin, “Fitness costs of induced resistance: emerging experimental support for a slippery concept,” Trends in Plant Science, vol. 7, no. 2, pp. 61–67, 2002.
- N. D. Young and S. D. Tanksley, “RFLP analysis of the size of chromosomal segments retained around the Tm-2 locus of tomato during backcross breeding,” Theoretical and Applied Genetics, vol. 77, no. 3, pp. 353–359, 1989.
- A. C. Zeven, D. R. Knott, and R. Johnson, “Investigation of linkage drag in near isogenic lines of wheat by testing for seedling reaction to races of stem rust, leaf rust and yellow rust,” Euphytica, vol. 32, no. 2, pp. 319–327, 1983.
- W. Schuch, J. M. Kanczler, D. Robertson et al., “Fruit quality characteristics of transgenic tomato fruit with altered polygalacturonase activity,” HortScience, vol. 26, pp. 1517–1520, 1991.
- S. H. Strauss, “Genomics, genetic engineering, and domestication of crops,” Science, vol. 300, no. 5616, pp. 61–62, 2003.
- P. Christou, T. Capell, A. Kohli, J. A. Gatehouse, and A. M. R. Gatehouse, “Recent developments and future prospects in insect pest control in transgenic crops,” Trends in Plant Science, vol. 11, no. 6, pp. 302–308, 2006.
- N. Ferry, M. G. Edwards, J. Gatehouse, T. Capell, P. Christou, and A. M. R. Gatehouse, “Transgenic plants for insect pest control: a forward looking scientific perspective,” Transgenic Research, vol. 15, no. 1, pp. 13–19, 2006.
- S. M. High, M. B. Cohen, Q. Y. Shu, and I. Altosaar, “Achieving successful deployment of Bt rice,” Trends in Plant Science, vol. 9, no. 6, pp. 286–292, 2004.
- M. Qaim and D. Zilberman, “Yield effects of genetically modified crops in developing countries,” Science, vol. 299, no. 5608, pp. 900–902, 2003.
- T. Vaughn, T. Cavato, G. Brar et al., “A method of controlling corn rootworm feeding using a Bacillus thuringiensis protein expressed in transgenic maize,” Crop Science, vol. 45, no. 3, pp. 931–938, 2005.
- C. James, “Global status of commercialized biotech/GM crops: 2009,” ISAAA Brief 41 ISAAA, http://www.isaaa.org.
- F. J. Perlak, R. W. Deaton, T. A. Armstrong et al., “Insect resistant cotton plants,” Bio/Technology, vol. 8, no. 10, pp. 939–943, 1990.
- C. N. Stewart, M. J. Adang, J. N. All et al., “Genetic transformation, recovery, and characterization of fertile soybean transgenic for a synthetic Bacillus thuringiensis cryIAc gene,” Plant Physiology, vol. 112, no. 1, pp. 121–129, 1996.
- S. H. Diehn, W. L. Chiu, E. Jay De Rocher, and P. J. Green, “Premature polyadenylation at multiple sites within a Bacillus thuringiensis toxin gene-coding region,” Plant Physiology, vol. 117, no. 4, pp. 1433–1443, 1998.
- F. J. Perlak, R. L. Fuchs, D. A. Dean, S. L. McPherson, and D. A. Fischhoff, “Modification of the coding sequence enhances plant expression of insect control protein genes,” Proceedings of the National Academy of Sciences of the United States of America, vol. 88, no. 8, pp. 3324–3328, 1991.
- B. Chaudhary, Development of transgenic lines in cotton (Gossypium hirsutum L. cv. Coker 310FR) for insect resistance and marker gene removal [Ph.D. thesis], Department of Genetics, University of Delhi South Campus, New Delhi, India, 2006.
- B. Chaudhary, S. Kumar, K. V. S. K. Prasad, G. S. Oinam, P. K. Burma, and D. Pental, “Slow desiccation leads to high-frequency shoot recovery from transformed somatic embryos of cotton (Gossypium hirsutum L. cv. Coker 310 FR),” Plant Cell Reports, vol. 21, no. 10, pp. 955–960, 2003.
- Y. E. Dunaevsky, E. N. Elpidina, K. S. Vinokurov, and M. A. Belozersky, “Protease inhibitors in improvement of plant resistance to pathogens and insects,” Molecular Biology, vol. 39, no. 4, pp. 608–613, 2005.
- L. L. Murdock and R. E. Shade, “Lectins and protease inhibitors as plant defenses against insects,” Journal of Agricultural and Food Chemistry, vol. 50, no. 22, pp. 6605–6611, 2002.
- J. Huang, R. Hu, S. Rozelle, and C. Pray, “Plant science: insect-resistant GM rice in farmers' fields: assessing productivity and health effects in China,” Science, vol. 308, no. 5722, pp. 688–690, 2005.
- S. B. Maqbool, S. Riazuddin, N. T. Loc, A. M. R. Gatehouse, J. A. Gatehouse, and P. Christou, “Expression of multiple insecticidal genes confers broad resistance against a range of different rice pests,” Molecular Breeding, vol. 7, no. 1, pp. 85–93, 2001.
- R. E. Jackson, J. R. Bradley, and J. W. Van Duyn, “Performance of feral and Cry1Ac-selected Helicoverpa zea (Lepidoptera: Noctuidae) strains on transgenic cottons expressing one or two Bacillus thuringiensis ssp. kurstaki proteins under greenhouse conditions,” Journal of Entomological Science, vol. 39, no. 1, pp. 46–55, 2004.
- E. Fitches, M. G. Edwards, C. Mee et al., “Fusion proteins containing insect-specific toxins as pest control agents: snowdrop lectin delivers fused insecticidal spider venom toxin to insect haemolymph following oral ingestion,” Journal of Insect Physiology, vol. 50, no. 1, pp. 61–71, 2004.
- R. A. De Maagd, A. Bravo, C. Berry, N. Crickmore, and H. E. Schnepf, “Structure, diversity, and evolution of protein toxins from spore-forming entomopathogenic bacteria,” Annual Review of Genetics, vol. 37, pp. 409–433, 2003.
- C. G. Yu, M. A. Mullins, G. W. Warren, M. G. Koziel, and J. J. Estruch, “The Bacillus thuringiensis vegetative insecticidal protein Vip3A lyses midgut epithelium cells of susceptible insects,” Applied and Environmental Microbiology, vol. 63, no. 2, pp. 532–536, 1997.
- R. W. Kurtz, A. McCaffery, and D. O'Reilly, “Insect resistance management for Syngenta's VipCot transgenic cotton,” Journal of Invertebrate Pathology, vol. 95, no. 3, pp. 227–230, 2007.
- S. H. Syed, Genetic transformation of cotton with galanthus nivalis agglutinin (GNA) gene [Ph.D. thesis], University of the Punjab, Lahore, Pakistan, 2002.
- X. Fan, X. Shi, J. Zhao, R. Zhao, and Y. Fan, “Insecticidal activity of transgenic tobacco plants expressing both Bt and CpTI genes on cotton bollworm (Helicoverpa armigera),” Chinese Journal of Biotechnology, vol. 15, no. 1, pp. 1–5, 1999.
- G. D. Yang, Z. Zhu, Y. O. Li, and Z. J. Zhu, “Transformation of Bt-CpTi fusion protein gene to cabbage (Brassica oleracea var. capitata) mediated by Agrobacterium tumefaciens and particle bombardment,” Shi Yan Sheng Wu Xue Bao, vol. 35, no. 2, pp. 117–122, 2002.
- R. E. Jackson, J. R. Bradley, and J. W. Van Duyn, “Field performance of transgenic cottons expressing one or two Bacillus thuringiensis endotoxins against bollworm, Helicoverpa zea (Boddie),” Journal of Cotton Science, vol. 7, no. 3, pp. 57–64, 2003.
- R. A. De Maagd, A. Bravo, and N. Crickmore, “How Bacillus thuringiensis has evolved specific toxins to colonize the insect world,” Trends in Genetics, vol. 17, no. 4, pp. 193–199, 2001.
- E. Schnepf, N. Crickmore, J. Van Rie et al., “Bacillus thuringiensis and its pesticidal crystal proteins,” Microbiology and Molecular Biology Reviews, vol. 62, no. 3, pp. 775–806, 1998.
- R. Karlova, M. Weemen-Hendriks, S. Naimov, J. Ceron, S. Dukiandjiev, and R. A. De Maagd, “Bacillus thuringiensisδ-endotoxin Cry1Ac domain III enhances activity against Heliothis virescens in some, but not all Cry1-Cry1Ac hybrids,” Journal of Invertebrate Pathology, vol. 88, no. 2, pp. 169–172, 2005.
- P. Singh, M. Kumar, C. Chaturvedi, D. Yadav, and R. Tuli, “Development of a hybrid δ-endotoxin and its expression in tobacco and cotton for control of a polyphagous pest Spodoptera litura,” Transgenic Research, vol. 13, no. 5, pp. 397–410, 2004.
- S. Naimov, S. Dukiandjiev, and R. de Maagd, “A hybrid Bacillus thuringiensis delta-endotoxin gives resistance against a coleopteran and a lepidopteran pest in transgenic potato,” Plant Biotechnology, vol. 1, pp. 51–57, 2003.
- W. Manyangarirwa, M. Turnbull, G. S. McCutcheon, and J. P. Smith, “Gene pyramiding as a Bt resistance management strategy: how sustainable is this strategy?” African Journal of Biotechnology, vol. 5, no. 10, pp. 781–785, 2006.
- S. L. Bates, J. Z. Zhao, R. T. Roush, and A. M. Shelton, “Insect resistance management in GM crops: past, present and future,” Nature Biotechnology, vol. 23, no. 1, pp. 57–62, 2005.
- R. T. Roush, “Two-toxin strategies for management of insecticidal transgenic crops: can pyramiding succeed where pesticide mixtures have not?” Philosophical Transactions of the Royal Society B, vol. 353, no. 1376, pp. 1777–1786, 1998.
- B. E. Tabashnik, “Evolution of resistance to Bacillus thuringiensis,” Annual Review of Entomology, vol. 39, pp. 47–79, 1994.
- E. S. Sachs, J. H. Benedict, J. F. Taylor, D. M. Stelly, S. K. Davis, and D. W. Altman, “Pyramiding CryIA(b) insecticidal protein and terpenoids in cotton to resist tobacco budworm (Lepidoptera: Noctuidae),” Environmental Entomology, vol. 25, no. 6, pp. 1257–1266, 1996.
- J. J. Coombs, D. S. Douches, W. Li, E. J. Grafius, and W. L. Pett, “Combining engineered (Bt-cry3A) and natural resistance mechanisms in potato for control of Colorado potato beetle,” Journal of the American Society for Horticultural Science, vol. 127, no. 1, pp. 62–68, 2002.
- D. Walker, H. Roger Boerma, J. All, and W. Parrott, “Combining Cry1Ac with QTL alleles from PI 229358 to improve soybean resistance to lepidopteran pests,” Molecular Breeding, vol. 9, no. 1, pp. 43–51, 2002.