Abstract
Woody perennial plants, including trees that produce fruits and nuts of horticultural value, typically have long breeding cycles, and development and introduction of improved cultivars by plant breeders may require many breeding cycles and dozens of years. However, recent advances in biotechnologies and genomics have the potential to accelerate cultivar development greatly in all crops. This mini-review summarizes approaches to reduce the number and the duration of breeding cycles for horticultural tree crops, and outlines the challenges that remain to implement these into efficient breeding pipelines.
Similar content being viewed by others
Introduction
A survey of the produce section of a typical supermarket will reveal a stunning diversity of shapes, sizes and colors of myriads of vegetables, fruits and nuts. Almost all of today’s commercial produce reflects the results of continuing breeding programs, most focused on longstanding goals such as quality, storage potential, yield, color and size. However, although such efforts have been successful in generating commercial cultivars that bear high quality produce under the best current production regimes, breeders generally lack the capacity to generate new cultivars quickly in response to evolving consumer preferences and crisis situations.
This limitation is especially evident for tree fruits and nuts, products of breeding cycles that can extend to a dozen years or more. Like other sectors of horticulture, the fruit and nut industries face highly dynamic situations arising from such factors as decreasing labor availability, increasing environmental concerns, cost of energy, climate change and epidemics of new and invasive insects and diseases. In addition, the inability to re-program tree form and phenology quickly limits deployment of highly efficient production technologies. The generally reactive, rather than proactive, nature of response to these factors translates to the release of new cultivars only after such pressures have accumulated significant impact on production.
An excellent example is the devastating citrus greening (Huanglongbing), a bacterial disease of citrus crops vectored by sap-sucking psyllid insects. The disease has a broad target range, including the economically important grapefruit (Citrus × paradisi), orange (C. × sinensis) and tangerine (C. tangerina).1 There is no effective management strategy for this disease once trees are infected, and trees must be destroyed to prevent further spread.2 Citrus greening has affected production worldwide, and although detected in Florida only in 2005, has already cost industries in that state well over US$4 billion.3 Although natural resistance might exist, for example in some genotypes of the related pomelo (C. maxima syn. C. grandis),4, 5 such a simple genetic patch for elite cultivars necessitates a series of backcrosses to recover the original traits of the elite cultivar. Since the breeding cycle in citrus ranges from 5 to 10 years, this may preclude any rescue of the Florida industries through rapid introduction of resistant cultivars.
For citrus and other woody perennial tree fruit crops, the main factor driving the term of the breeding cycle is the length of the juvenile phase. Juvenility is defined as the extended period of post-germination, vegetative development in which flowering is repressed even under otherwise favorable environmental conditions.6 The length of the juvenile phase for tree fruit crops has been variously reported to extend from at least three years (peach) to 15 or more years (avocado) (Table 1). In nature, juvenility ensures that flowering is not initiated before the plant has the photosynthetic capacity to produce fruit and viable seed, or that resources are not diverted to flowering before a plant has reached a competitive size in its environment.16 However, this natural safeguard can be subverted by breeders, who are able to maintain plants under optimal growth conditions, and often need only to obtain pollen to advance to the next generation.
To be fully effective for rapid cultivar development, shortening the breeding cycle must be linked to a reduction in the number of breeding cycles. For tree fruits and nuts, the past 10 years have witnessed the initiation of a transition from traditional breeding techniques, based largely on phenotype, to genome-assisted breeding approaches, based on previously cataloged trait-locus associations, resulting in fewer breeding cycles. In addition, efficient genotype selection is most advantageous where a reduction in the length of breeding cycle is possible. This interdependence is leading to a groundswell of interest in promoting rapid-cycle breeding as an integrative study, as evidenced by the recent International Rapid Cycle Crop Breeding Conference, held in January 2014 in the Washington, DC area.17–23
Reducing the length of the breeding cycle: manipulating cultural conditions
In woody perennial plants, the length of the juvenile period is influenced by environment16 and is inversely correlated with vigor.24 Accordingly, environmental conditions that reduce vigorous growth, such as mineral deficiency, low light, water stress, defoliation or cold stress, tend to delay the transition from the juvenile to adult phase, whereas the conditions that allow for vigorous growth can shorten the period of juvenility.25, 26 In apple (Malus × domestica), where field-grown seedlings typically do not flower until they are at least 5 years old, plants can be promoted to the adult reproductive phase after as little as 10 months under optimal growth conditions.26 The apical portion of the plant, having attained the adult state, can be grafted to a rootstock for further growth and maintenance (Figure 1). A drawback of such an approach is that plants can grow very tall and become difficult to manage in a controlled environment or greenhouse setting.27
Growth can often be managed with plant growth regulators (PGRs), once any potential adverse effects on accelerating the phase transition have been assessed. The activity of PGRs, including phytohormones, on flowering in seedlings of woody perennials has been fertile ground for research, and many striking effects have been reported.27 However, effectiveness and consistency of PGR treatments have generally shown high variability among genotypes, species and experiments.27 In addition, such studies are often obfuscated by lack of distinction between effects on phase change and effects on flowering. Accordingly, the use of PGRs as a method for shortening juvenility and/or promoting flowering has not been widely adopted as a general tool for reducing the length of the breeding cycle; however, it is being applied to reduce extension growth where space is at a premium (R Volz, pers. commun.).
Woody plants ‘forced’ to the adult phase by optimal growth may still need to undergo a period of up to 10 weeks of chilling and/or defoliation for effective floral development26 (Figure 1). Interestingly, transgenic plants ectopically expressing the flowering gene FT largely escape the chilling requirement for normal floral development (see below), suggesting that chilling influences events relatively early in flowering pathways. The endogenous genetic mechanism of chill requirement is a fascinating area for further research and potentially an additional target for reducing the length of the breeding cycle.
Overcoming seed dormancy is another potential shortcut. Most flowering plants produce seed that is initially dormant, requiring time and/or specialized environmental conditions including specific moisture, temperature, and light quantity and quality for germination. In nature, this phenomenon minimizes the possibility of germination until conditions optimal for seedling growth are encountered. For most temperate-zone tree fruits and nuts, dormancy is naturally overcome by extended periods of low winter temperatures under high moisture conditions. In vitro, up to 12 weeks of low-temperature stratification may be required to break dormancy. For rapid-breeding protocols under controlled-environment conditions, this can add significantly to the length of the breeding cycle. Consequently, approaches to bypass seed dormancy are increasingly employed (Figure 1). One of these consists of dissecting the embryo from the seed at a stage of development before dormancy is imposed, and culturing the embryo under conditions that promote direct seedling development. This technique is also used in rescue of embryos, typically derived from wide crosses, which otherwise may not produce viable seedlings.28, 29 Another approach, which is more compatible with large numbers of seeds, is to promote germination through treatment with phytohormones. Because germination is generally mediated by the balance of (repressive) abscisic acid (ABA) and (promotive) gibberellins (GAs) within the seed, dormancy can often be largely bypassed by application of bioactive GAs. Nitric oxide is increasingly known as a strong dormancy-releasing agent in many species30 and shows new potential for promotion of germination in horticultural crops, especially where GA effects might be detrimental to seedling growth, or might repress early flowering.
Promoting flowering through biotechnology
Possibly the most exciting potential for reducing the length of the breeding cycle is the biotechnological manipulation of endogenous, genetic flowering pathways. Nearly 20 years ago, Detlef Weigel and Ove Nilsson showed that flowering could be triggered in aspen by transgenic expression of a gene from Arabidopsis called LEAFY (LFY).31 In the past two decades, there has been appreciable refinement of this pioneering technology, including the employment of additional flowering genes, use of inducible promoters to drive transgene expression, and recently, approaches to transmit the transgenic stimulus through grafting.
To appreciate this potential, it is necessary to understand those genetic mechanisms of flowering that seem to have been widely conserved among flowering plants. Such studies have originated, mostly, in Arabidopsis. In this plant, flowering is determined by a complex genetic regulatory network consisting of a set of ‘flowering-time’ genes, which mediate endogenous and environmental inputs and together regulate a common subset of ‘flowering integrator’ genes, which in turn regulate the ‘meristem identity’ genes, responsible for converting a vegetative shoot to an inflorescence. Floral meristem identity genes activate or repress those downstream ‘floral organ identity’ genes that determine the type of organ formed from the lateral primordia (e.g., leaf versus sepal, petal, stamen or carpel), as well as genes involved in patterning the flower.32 Among the dozens of genes that have been implicated in these pathways, a few deserve mention based on their potential as tools for studies of flowering and biotechnological manipulation of flowering in woody perennials. Photoperiodic induction culminates in the production of a small protein, called FT, which is exported from leaf cells and transported through the phloem to the shoot apex.33 Arabidopsis is also promoted to flower by GAs, and the photoperiod and GA pathways converge on LFY and on the MADS-box gene, SOC1. FT, LFY and SOC1 together regulate expression of the additional meristem identity genes APETALA1 (AP1) and TERMINAL FLOWER 1 (TFL1), which encodes an FT-like protein. The ability of FT to activate AP1 in the incipient floral primordia depends on the bZIP transcription factor gene FD.34, 35 LFY and AP1 collaborate within lateral meristems to promote floral development, whereas TFL1 acts antagonistically to LFY and AP1 in the primarily inflorescence meristem to maintain indeterminate growth.36 LFY expression is observed at a low level before flowering, in the lateral primordia that develop into leaves, and increases in successive lateral primordia during the floral transition, and the level of LFY expression in lateral organs is a major determinant in the transition from shoot to floral fate.37–40
An immense body of literature suggests that, for the most part, these genes and mechanisms have been widely conserved among flowering plants.41, 42 Thus, they serve as a rudimentary toolbox for transgenic manipulation of flowering across a range of economically important tree fruit and nut crops, and since the work of Weigel and Nilsson in aspen, most of the remaining flowering genes from Arabidopsis mentioned above (or their counterparts from crop plants), have been employed in some manner. Probably the most promising of these are the FT-like genes, which have shown potential application in such diverse woody perennial as citrus,43, 22 apple,44 plum45 and olive.17
Importantly, because transgene effects tend to be dominant, plants hemizygous for flowering transgenes should flower early. The requirement for early flowering in only one parent allows breeding cycles where early flowering progeny can be recurrently selected with the desired genotype and used for the next cycle.20, 23, 46 Since the transgene is no longer needed or desired in the ultimate amended cultivar, it can be eliminated by segregation in the final population. Such an approach is currently being used in combination with marker-assisted selection to incorporate resistance to several fungal and bacterial pathogens into commercial apple,20, 21, 46, 47 and resistance to Plum Pox Virus into plum.23 An attractive feature of approaches that segregate transgenes is that the final genotype itself need not be transgenic. Thus, the produce might escape regulatory hurdles typically imposed on transgenics and may be more acceptable to the public.18 On the other hand, plant transformation can lead to loss of genome integrity, associated either with somaclonal variation during tissue culture, or, where Agrobacterium is used, with aborted integration of the exogenous transferred DNA.48 Such mutations might not be linked with the early flowering driver gene, and contribute an unintended trait defect to the final cultivar that is not immediately obvious. Whole-genome sequencing provides a feasible means to demonstrate that the genome of the final cultivar is intact and transgene-free.18
One of the most exciting potential applications for breeding involves the use of a transgenic, early-flowering genotype as a donor to promote flowering in a selected genotype through graft transmission. This strategy would exploit the potential of the FT protein to translocate, probably within the phloem stream, across a graft union. In this scenario (Figure 2), a stable transgenic line constitutively expressing FT could be used as a rootstock to drive flowering in a grafted scion, typically derived from a seedling and to be used as a pollen parent. The advantage of such an approach is that a stable, highly expressing transgenic line could potentially be used as a universal FT/florigen donor for an unrelated genotype, as long as grafts could be established. This would eliminate the need to genetically modify genotypes on a case-by-case basis.
Application of genomic technologies in horticultural crop breeding
The past two decades have seen a striking decrease in the cost and effort needed to read a plant’s DNA sequence, and qualitative improvements in the infrastructure needed to store and analyze these data. These advances have provided a means both to reduce the number of cycles in horticultural breeding programs and to increase the precision and efficiency of new cultivar development. Among the most rapidly developing approaches is genome-wide selection (GWS). GWS makes use of genomic estimated breeding values (GEBVs) as selection parameters, rather than the estimated breeding values (EBVs) traditionally used by fruit breeders.49, 50 GEBVs are derived for individuals in a phenotyped training population using dense genome-wide single-nucleotide polymorphism (SNP) markers, to establish marker effects on complex phenotypes controlled by a large number of genetic loci. Individuals in breeders’ selection populations are then screened and GEBVs of individuals calculated based on genetic marker information, in order to identify outstanding ‘elite’ individuals (Figure 3). These may then be used to advance generations, or evaluated in the field as potential cultivars.
Marker-assisted selection (MAS) for traits controlled by major genes or quantitative trait loci is now commonly employed in out-breeding woody perennial fruit crops.51 However, MAS is now coming into its own as the key tool that renders GWS cost-effective, by enabling elimination of undesired genotypes from the original breeding population (selection population) following a relatively cheap MAS pre-screen with a few (less than 10) markers. Only those seedlings passing this filter are subjected to the much more expensive screen with the several thousand genetic markers required to enable application of GWS (Figure 3).
GWS was first established in cattle breeding programs,52, 53 then in forest trees54, 55 and field crop plants.56, 57 A recent study highlights the usefulness of GWS as a tool for tree fruit breeders, who are faced with long time intervals from seed to identification of a tree as a potential parent, as long as 7 years in apple.50, 58 This study focused on complex fruit quality traits that are commonly selected for by apple breeders, using a training population of 1120 seedlings (seven full sib families in a factorial mating design) within an ongoing scion breeding program, to ensure relevance. They found that although the majority of the 2500 SNPs individually called in the training population explained only a small proportion of trait variation, fitting all the markers simultaneously captured most of the trait heritability for a range of fruit characters. In stage II of that study, seedlings in the training population with high GEBVs provided the pollen parents for a second generation (‘Selection Validation Population’), comprising 10 full-sib families. Two thousand seedlings were subjected to MAS and GWS, followed by an environmental regime developed to promote early flowering. This resulted in initial flowering of a proportion of the seedlings 27 months from seed, with full flowering expected after 36 months. Fruit phenotyping will be completed in the selection population after 56 months (two assessment seasons) and fruit trait phenotypic EBVs compared with GEBVs, to analyze the observed genetic gain against the predicted gain (Volz, pers. comm.). In addition, 150 GEBV-predicted elites were clonally propagated and orchard planted for replicate testing as potential commercial cultivars 24 months from seed, 168 months (7 years) earlier than would have been achieved by conventional breeding! Based on the high accuracy of GWS in the initial study,50 pollen from several of these elites will be used to advance to the next generation, prior to phenotyping, thus reducing the length of each cycle of breeding (Figure 3).
Many tree fruit breeding programs require thousands of seedlings to be developed and evaluated in order to make significant genetic gain across a number of important selection traits and to produce the rare individual that can be exploited as a breeding parent and/or a commercial cultivar. This poses a limitation on the application of GWS because of the relatively high cost of genotyping all individuals in such populations, currently performed with a SNP array in apple.50, 59 Continuing the practice of foreground MAS in a breeding population for simple ‘must-have traits’, such as pest and disease resistances, as well as flesh or skin color, and rootstock dwarfing ability in apple, or gender in dioecious crops such as kiwifruit and hops, will enable a substantial reduction in the number of seedlings to be genotyped with dense markers for GWS into the future.19 Another issue associated with genotyping using SNP arrays is the constraint posed by the number of SNPs on the array, which limits the application of genome-wide association studies for association of candidate markers with trait-specific alleles that can be used for screening. This limitation is being addressed by the development of arrays with higher numbers of SNPs;60 however, this also increases the expense of screening. A step change in throughput is offered by genotyping by sequencing (GBS).61 Its adoption in horticultural crops is rapid, with a report of its use for genetic map construction in Rubus,62 as well as several conference reports on its development and application in apple,63–65 grape66 as well as pear and kiwifruit.67
In kiwifruit, Actinidia chinensis, GBS was employed to construct a genetic map (Hilario, pers. comm.) that was used to anchor a draft genome assembly and also trialed as speedy means of identifying genetic markers for resistance to Pseudomonas syringae pv. actinidiae in A. chinensis.19 It was concluded that use of this pipeline could at least halve the time taken for future genetic marker development in kiwifruit, by enabling the simultaneous screening of several thousand markers over population phenotype extremes, compared with the previous requirement to screen genome-wide markers individually.68 However, improvements need to be made in the area of genomic data analysis, as reduced-representation sequencing has a degree of technical uncertainty that can result in uneven sequencing of samples and consequently missing data issues in GBS analysis. A phenotyped training population developed for GWS is currently being genotyped for kiwifruit (Datson, pers. comm.).
Subsequent to the development of a draft genome assembly for European pear (Pyrus communis) (Chagné et al., in prep.), a training population was developed for the establishment of GWS in pear, using germplasm from an interspecific breeding program. This will be genotyped by the end of 2014 using GBS (Kumar et al., pers. comm.). A population of 1000 plants from a raspberry (Rubus idaeus) breeding population already phenotyped for yield and quality components is a candidate for development of GWS in raspberry (Buck, pers. comm.)
It is clear that genomic technologies will speed the development of new cultivars of a range of fruit crops, affecting the process of selecting genetically elite progeny, both for development as potential new commercial cultivars and for use as parents in the next stage of breeding. Next-generation sequencing has enabled GBS, an increasingly cost-effective means of screening individuals with large number of SNP markers densely distributed over the genome, for the application of GWS. In addition, the same technologies can be employed to identify allele-specific markers for application of foreground MAS prior to GWS.58 Such endeavors require close collaboration by researchers from a range of disciplines, as the prime prerequisite both for training of a GWS model and for genome-wide association studies is reliable phenotyping.
Perspectives
Breeding of woody perennial tree fruit crops is transitioning from lengthy, brute-force approaches, where large populations are generated, maintained for many years under field conditions, and finally evaluated purely by phenotype, to highly intensive and selective approaches involving the genomics-assisted identification of valuable germplasm, and cycling through generations as quickly as possible. To be most effective in rapid breeding, further advancement of genomics technologies and genetic maps should be accompanied by further reduction in generation time, and vice versa. The interdependence justifies prioritizing rapid-cycle breeding as an integrative study drawing not only on breeding, genomics and biotechnology, but also on development, physiology and molecular genetics.
An area with exceptional promise is the transgenic manipulation of juvenility and phase change. In woody perennial plants, seasonal flowering is superimposed on phase, such that flowering occurs at the appropriate time of the season only once the plant has transitioned to the adult phase. Current efforts to drive flowering in transgenic plants exploit genes that act relatively late in the flowering pathway, and thus, bypass the juvenile phase. Studies in Arabidopsis, maize, and a collection of woody perennial plants69–74 (van Nocker, 2014, unpublished data) have suggested an evolutionarily conserved mechanism, where seedling growth is accompanied by increasing expression of transcription factor genes of the SPL class, driven by developmental downregulation of miR156, a microRNA that targets specific SPL genes for degradation. A universal method for biotechnological promotion of flowering through minimizing the juvenile phase, rather than bypassing it, might allow endogenous flowering pathways to be initiated across a broad range of species, without the potential deleterious side effects associated with expression of exogenous floral transgenes.17
Another remaining challenge is to refine and improve approaches for biotechnological manipulation of horticultural crops. Currently, most transformation is based on Agrobacterium, and this technology has evolved only slowly over the past 30 years. This approach suffers from the inability to control where transgenes are integrated, leading to positional effect variation in transgene expression, as well as potential disruption of beneficial genes or chromosomal structure elements.48 Targeted genome engineering approaches, such as the CRISPR/Cas system,75 offer a solution, especially if implemented independently of Agrobacterium-based transformation. Additional hurdles include avoiding the pleiotropy that often accompanies ectopic expression of endogenous or exogenous transgenes, due to neomorphic activity of the transgene. To overcome this, it will be essential to develop simple, genus-level crop models for molecular genetic studies. The ability to modify gene expression precisely in plants will be increasingly enabled by higher resolution mapping and annotation of genomes. This in turn will be facilitated by understanding the dynamic interaction between information encoded by DNA sequence and the ‘epigenetic’ information content inherent in chromatin.
References
Wang N, Trivedi P . Citrus huanglongbing: a newly relevant disease presents unprecedented challenges. Phytopathology 2013; 103: 652–665.
United States Department of Agriculture, Animal and Plant Health Inspection Service. New Pest Response Guidelines: Citrus Greening Disease. Washington, DC: United States Department of Agriculture, 2008. Available at http://www.aphis.usda.gov/plant_health/plant_pest_info/citrus_greening/downloads/pdf_files/cg-nprg.pdf. Accessed 2-1-2014.
Hodges AW, Spreen TH . Economic impacts of citrus greening (HLB) in Florida, 2006/07–2010/11. University of Florida, Institute of Food and Agricultural Science: Gainesville, FL, USA, 2012. EDIS document FE903.
Shokrollah H, Abdullah TL, Sijam K, Abdullah SNA, Abdullah NAP . Differential reaction of citrus species in Malaysia to huanglongbing (HLB) disease using grafting method. Am J Agric Biol Sci 2009; 4: 32–38.
Ramadugu C, Keremane M, Stover E et al. Screening of citrus and its close relatives for tolerance to huanglongbing. In: Proceedings of the 3rd International Research Conference on Huanglongbing—IRCHLB III; 4–7 February 2013; Orlando, FL, USA. United States Department of Agriculture: Washington, DC, USA, 2013. pp4–8.
Bernier G, Kinet JM, Sachs RM . The Physiology of Flowering. Boca Raton, FL: CRC Press, 1981.
GarcÃa-Gusano M, MartÃnez-Garcia PJ, Dicenta F . Seed germination time as a criterion for the early selection of late-flowering almonds. Plant Breed 2010; 129: 578–580.
Besford RT, Hand P, Peppitt SD, Richardson CM, Thomas B . Phase change in Prunus avium: Differences between juvenile and mature shoots identified by 2-dimensional protein separation and in vitro translation of mRNA. J Plant Physiol 1996; 147: 534–538.
Hansche PE . Heritability of juvenility in peach. HortScience 1986; 21: 1197–1198.
Chao CT, Parfitt DE . Genetic analysis of phenological traits of pistachio (Pistacia vera L.). Euphytica 2003; 129: 345–349.
Rezaee R, Vahdati K, Valizadeh M . Variability of seedling vigour in Persian walnut as influenced by the vigour and bearing habit of the mother tree. J Hort Sci Biotechnol 2009; 84: 228–232.
Furr JR, Cooper WC, Reece PC . An investigation of flower formation in adult and juvenile citrus trees. Am J Bot 1947; 34: 1–8.
Romberg LD . Some characteristics of the juvenile and bearing pecan tree. Proc Am Soc Hort Sci 1944; 44: 255–259.
Visser T . Juvenile phase and growth of apple and pear seedlings. Euphytica 1964; 13: 119–129.
Lavi U, Lahav E, Degani C, Gazit S . The genetics of the juvenile phase in avocado and its application for breeding. J Am Soc Hort Sci 1992; 117: 981–984.
Hackett WP . Juvenility, maturation, and rejuvenation in woody plants. In: Janick J (ed.) Horticultural Reviews. Vol. 7. Hoboken, NJ: John Wiley & Sons, Inc., 1985: 109–154.
Cerezo S, Barceló A, Samach A, Mercado JA, Pliego-Alfaro F . Over-expression of an FT-homologous gene of Medicago truncatula induces early flowering and a modified branching habit in olive plants. In: Proceedings of the 1st International Rapid Cycle Crop Breeding Conference; 7–9 January 2014; Leesburg, VA, USA.
Flachowsky H, Wenzel S, Keilwagen J, Altschmied L, Hanke MV . State-of-the-art report on legalization of the Fast-Breeding Technology according to European biosafety regulations. In: Proceedings of the 1st International Rapid Cycle Crop Breeding Conference; 7– 9 January 2014; Leesburg, VA, USA.
Gardiner SE, Volz RK, Chagné D et al. Tools to breed better cultivars faster at Plant & Food Research. In: Proceedings of the 1st International Rapid Cycle Crop Breeding Conference; 7–9 January 2014; Leesburg, VA, USA.
Hanke M-V, Flachowsky H, Wenzel S, Barthel K, Peil A . The fast track breeding system in apple based on transgenic early flowering plants and marker assisted selection: an update. In: Proceedings of the 1st International Rapid Cycle Crop Breeding Conference; 7–9 January2014; Leesburg, VA, USA.
Norelli JL, Flachowsky H, Wisniewski ME, Hanke MV . Rapid cycle breeding of apple under orchard conditions using early flowering transgenic apple as a male (pollen) parent. In: Proceedings of the 1st International Rapid Cycle Crop Breeding Conference; 7–9 January 2014; Leesburg, VA, USA.
RodrÃguez A, Cervera M, Pérez R, Peña L . Biotechnological possibilities of rapid cycling citrus. Proceedings of the 1st International Rapid Cycle Crop Breeding Conference; 7–9 January 2014; Leesburg, VA, USA.
Scorza R, Dardick C, Callahan AM et al. ‘FasTrack’: a revolutionary approach to long-generation cycle tree fruit breeding. In: Proceedings of the 1st International Rapid Cycle Crop Breeding Conference; 7–9 January 2014; Leesburg, VA, USA.
Visser T . The relation between growth, juvenile period and fruiting of apple seedlings and its use to improve breeding efficiency. Euphytica 1970; 19: 293–302.
Zimmerman RH . Juvenility and flowering in woody plants: a review. HortScience 1972; 7: 447–455.
Aldwinckle HS . Flowering of apple seedlings 16–20 months after germination. HortScience 1975; 10: 124–126.
Zimmerman RH, Hackett WP, Pharis RP . Hormonal aspect of phase change and precocious flowering. Encycl Plant Physiol 1985; 11: 79–115.
Bridgen MP . A review of plant embryo culture. HortScience 1994; 29: 1243–1246.
Shen X, Gmitter FG Jr, Grosser JW . Immature embryo rescue and culture. Methods Mol Biol 2011; 710: 75–92.
Bethke PC, Libourel IG, Jones RL . Nitric oxide in seed dormancy and germination. In: Annual Plant Reviews. Seed Development, Dormancy and Germination. Vol. 27. Hoboken, NJ: Blackwell Publishing Ltd, 2007: 153–175.
Weigel D, Nilsson O . A developmental switch sufficient for flower initiation in diverse plants. Nature 1995; 377: 495–500.
van Nocker S, Ek-Ramos J . Control of flowering time. In: Grasser KD (ed.) Regulation of Transcription in Plants. Plant Reviews. Hoboken, NJ: Blackwell Publishing Ltd, 2007. 225–252.
Turck F, Fornara F, Coupland G . Regulation and identity of florigen: FLOWERING LOCUS T moves center stage. Annu Rev Plant Biol 2008; 59: 573–594.
Abe M, Kobayashi Y, Yamamoto S et al. FD, a bZIP protein mediating signals from the floral pathway integrator FT at the shoot apex. Science 2005; 309: 1052–1056.
Wigge PA, Kim MC, Jaegger KE et al. Integration of spatial and temporal information during floral induction in Arabidopsis. Science 2005; 309: 1056–1059.
Alvarez J, Guli CL, Yu XH, Smyth DR . Terminal flower: a gene affecting development in Arabidopsis thaliana. Plant J 1992; 2: 103–116.
Weigel D, Alvarez J, Smyth DR, Yanofsky MF, Meyerowitz EM . LEAFY controls floral meristem identity in Arabidopsis. Cell 1992; 69: 834–859.
Blázquez MA, Soowal LN, Lee I, Weigel D . LEAFY expression and flower initiation in Arabidopsis. Development 1997; 124: 3835–3844.
Molinero-Rosales N, Jamilena M, Zurita S et al. FALSIFLORA, the tomato orthologue of FLORICAULA and LEAFY, controls flowering time and floral meristem identity. Plant J 1999; 20: 685–693.
Jaeger KE, Graf A, Wigge PA . The control of flowering in time and space. J Exp Bot 2006; 57: 3415–3418.
Albani MC, Coupland G . Comparative analysis of flowering in annual and perennial plants. Curr Top Dev Biol 2010; 91: 323–348.
Amasino R . Seasonal and developmental timing of flowering. Plant J 2010; 61: 1001–1013.
Endo T, Shimada T, Fuji H et al. Ectopic expression of an FT homolog from citrus confers an early flowering phenotype on trifoliate orange (Poncirus trifoliata L. Raf.). Transgenic Res 2005; 14: 703–712.
Kotoda N, Hayashi H, Suzuki M et al. Molecular characterization of FLOWERING LOCUS T-like genes of Apple (Malus × domestica Borkh.). Plant Cell Physiol 2010; 51: 561–575.
Srinivasan C, Dardick C, Callahan A, Scorza R . Plum (Prunus domestica) trees transformed with Poplar FT1 result in altered architecture, dormancy requirement, and continuous flowering. PLoS ONE 2012; 7: e40715.
Flachowsky H, Le Roux PM, Peil A et al. Application of a high-speed breeding technology to apple (Malus × domestica) based on transgenic early flowering plants and marker-assisted selection. New Phytol 2011; 192: 364–377.
Le Roux P-M, Flachowsky H, Hanke MV, Gessler C, Patocchi A . Use of a transgenic early flowering approach in apple (Malus × domestica Borkh.) to introgress fire blight resistance from ‘Evereste’. Mol Breed 2012; 30: 857–874.
Tzfira T, Li J, Lacroix B, Citovsky V . Agrobacterium T-DNA integration: molecules and models. Trends Genet 2004; 20: 375–383.
Kumar S, Bink MCAM, Volz RK et al. Toward genomic selection in apple (Malus × domestica Borkh.) breeding programmes: prospects, challenges and strategies. Tree Genet Genom 2012; 8: 1–14.
Kumar S, Chagné D, Bink MC et al. Genomic selection for fruit quality traits in apple (Malus × domestica Borkh.). PLoS ONE 2012; 7: e36674.
Bus VGM, Esmenjaud D, Buck E, Laurens F . Application of genetic markers in rosaceous crops. In: Genetics and Genomics of the Rosaceae. Plant Genetics and Genomics: Crops and Models. Vol. 6. New York: Springer, 2009: 563–599.
Meuwissen TH, Hayes BJ, Goddard ME . Prediction of total genetic value using genome-wide dense marker maps. Genetics 2001; 157: 1819–1829.
Calus MPL . Genomic breeding value prediction: methods and procedures. Animal 2010; 4: 157–164.
Kirst M, Resende M, Munoz P, Neves L . Capturing and genotyping the genome-wide genetic diversity of trees for association mapping and genomic selection. BMC Proc 2011; 5: I7.
Resende MD, Resende MF Jr, Sansaloni CP et al. Genomic selection for growth and wood quality in Eucalyptus: capturing the missing heritability and accelerating breeding for complex traits in forest trees. New Phytol 2012; 194: 116–128.
Chia JM, Ware D . Sequencing for the cream of the crop. Nat Biotechnol 2011; 29: 138–139.
Wurschürm T, Reif JC, Kraft T et al. Genomic selection in sugar beet breeding populations. BMC Genet 2013; 14: 85.
Kumar S, Garrick DJ, Bink MC et al. Novel genomic approaches unravel genetic architecture of complex traits in apple. BMC Genomics 2013; 14: 393.
Chagné D, Crowhurst RN, Troggio M et al. Genome-wide SNP detection, validation, and development of an 8K SNP array for apple. PLoS ONE 2012; 7: e31745.
Troggio M, Bianco L, Banchi E et al. Development of Applied genomic tools for markers assisted breeding in apple. In: Proceedings of Plant & Animal Genome XXII Conference; 10–15 January 2014; San Diego, CA, USA. Poster abstract 246. Web published at http://www.intlpag.org/ (all accessed 2-1-2014).
Elshire RJ, Glaubitz JC, Sun Q et al. A robust, simple genotyping-by-sequencing (GBS) approach for high diversity species. Plos ONE 2011; 6: e19379.
Ward JA, Bhangoo J, Fernandez-Fernandez F et al. Saturated linkage map construction in Rubus idaeus using genotyping by sequencing and genome-independent imputation. BMC Genomics 2013; 14: 2.
Gardner KM, Brown P, Cooke T et al. Creating a saturated genetic linkage map on a budget: capturing genome wide polymorphisms in an apple (Malus × domestica) mapping population using genotyping by sequencing (GBS). In: Proceedings of the 9th Canadian Plant Genomics Workshop; 12–13 August 2013; Halifax, Canada. 12–15. Web published at http://cpgw2013.org/ (accessed 2-1-2014).
Gardner HS, Scott C, Baldo AM et al. Genome-wide survey of genetic diversity in apple using genotyping-by-sequencing. In: Proceedings of Plant & Animal Genome XXII Conference; 10–15 January 2014; San Diego, CA, USA. Workshop abstract 248. Web published at http://www.intlpag.org/ (all accessed 2-1-2014).
Somers DJ, Amyotte B, Banks T et al. Comparing apples to apples: A genome-wide association study of sensory and physical attributes in apple. In: Proceedings of Plant & Animal Genome XXII Conference; 10–15 January 2014; San Diego, CA, USA. Poster abstract 245. Web published at http://www.intlpag.org/ (all accessed 2-1-2014).
Barba P, Takacs EM, Hyma K et al. Application of genotyping-by-sequencing in crosses of heterozygous grapevines: tools for map construction and marker-trait association testing. In: Proceedings of Plant & Animal Genome XXII Conference; 10–15 January 2014; San Diego, CA, USA. Poster abstract 419. Web published at http://www.intlpag.org/ (all accessed 2-1-2014).
Deng CH, Hilario E, Datson P et al. Genotyping by sequencing in fruit tree species. In: Proceedings of Plant & Animal Genome XXII Conference; 10–15 January 2014; San Diego, CA, USA. Poster abstract 760. Web published at http://www.intlpag.org/ (all accessed 2-1-2014).
Patocchi A, Walser M, Tartarini S et al. Identification by genome scanning approach (GSA) of a microsatellite tightly associated with the apple scab resistance gene Vm. Genome 2005; 48: 630–636.
Cardon G, Höhmann S, Klein J et al. Molecular characterization of the Arabidopsis SBP-box genes. Gene 1999; 237: 91–104.
Cardon GH, Höhmann S, Nettesheim K, Saedler H, Huijser P . Functional analysis of the Arabidopsis thaliana SBP-box gene SPL3: a novel gene involved in the floral transition. Plant J 1997; 12: 367–377.
Wu G, Poethig RS . Temporal regulation of shoot development in Arabidopsis thaliana by miR156 and its target SPL3. Development 2006; 133: 3539–3547.
Chuck G, Cigan AM, Saeteurn K, Hake S . The heterochronic maize mutant Corngrass1 results from overexpression of a tandem microRNA. Nat Genet 2007; 39: 544–549.
Gandikota M, Birkenbihl RP, Höhmann S et al. The miRNA156/157 recognition element in the 3′ UTR of the Arabidopsis SBP box gene SPL3 prevents early flowering by translational inhibition in seedlings. Plant J 2007; 49: 683–693.
Wang JW, Park MY, Wang LJ et al. miRNA control of vegetative phase change in trees. PLoS Genet 2011; 7: e1002012.
Terns RM, Terns MP . CRISPR-based technologies: prokaryotic defense weapons repurposed. Trends Genet 2014; 30: 111–118.
Acknowledgements
This work was supported by a grant from the National Science Foundation (IOS-0922447) to SVN.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no conflict of interest.
Rights and permissions
This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/
About this article
Cite this article
van Nocker, S., Gardiner, S. Breeding better cultivars, faster: applications of new technologies for the rapid deployment of superior horticultural tree crops. Hortic Res 1, 14022 (2014). https://doi.org/10.1038/hortres.2014.22
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/hortres.2014.22
This article is cited by
-
Understanding the Concept of Speed Breeding in Crop Improvement: Opportunities and Challenges Towards Global Food Security
Tropical Plant Biology (2024)
-
Analysis of genetic variability and agronomic performance of Indian lettuce (Lactuca indica L.)
Genetic Resources and Crop Evolution (2022)
-
SNP markers reveal relationships between fruit paternity, fruit quality and distance from a cross-pollen source in avocado orchards
Scientific Reports (2021)
-
Exploring low-chill genotypes of Persian walnut (Juglans regia L.) in west of Iran
Genetic Resources and Crop Evolution (2021)
-
Fast-track breeding system to introduce CTV resistance of trifoliate orange into citrus germplasm, by integrating early flowering transgenic plants with marker-assisted selection
BMC Plant Biology (2020)