Key Points
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Century-old genetic models are limited in their ability to explain the molecular bases of heterosis.
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Transcriptomic, proteomic, metabolic and epigenomic studies provide new insights into parental genomic interactions, leading to regulatory and network changes and heterosis.
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Genetic and epigenetic reprogramming of individual genes, regulatory factors and their associated networks in hybrids promotes growth, stress tolerance and fitness.
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Key regulators can be manipulated using biochemical and transgenic approaches to alter biological networks and heterosis.
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Although heterosis is most extensively studied in plants, the principles uncovered in plants are likely to apply more broadly across organisms.
Abstract
Heterosis, also known as hybrid vigour, is widespread in plants and animals, but the molecular bases for this phenomenon remain elusive. Recent studies in hybrids and allopolyploids using transcriptomic, proteomic, metabolomic, epigenomic and systems biology approaches have provided new insights. Emerging genomic and epigenetic perspectives suggest that heterosis arises from allelic interactions between parental genomes, leading to altered programming of genes that promote the growth, stress tolerance and fitness of hybrids. For example, epigenetic modifications of key regulatory genes in hybrids and allopolyploids can alter complex regulatory networks of physiology and metabolism, thus modulating biomass and leading to heterosis. The conceptual advances could help to improve plant and animal productivity through the manipulation of heterosis.
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References
Reed, H. S. A Short History of the Plant Sciences 323 (Ronald Proess Co., 1942).
Darwin, C. R. The Effects of Cross- and Self-fertilisation in the Vegetable Kingdom, (John Murry, London, 1876).
Lippman, Z. B. & Zamir, D. Heterosis: revisiting the magic. Trends Genet. 23, 60–66 (2007).
Birchler, J. A., Auger, D. L. & Riddle, N. C. In search of the molecular basis of heterosis. Plant Cell 15, 2236–2239 (2003).
Chen, Z. J. Molecular mechanisms of polyploidy and hybrid vigor. Trends Plant Sci. 15, 57–71 (2010).
Hochholdinger, F. & Hoecker, N. Towards the molecular basis of heterosis. Trends Plant Sci. 12, 427–432 (2007).
Kaeppler, S. Heterosis: many genes, many mechanisms - end the search for an undiscovered unifying theory. ISRN Bot. 2012, 682824 (2012).
Goff, S. A. A unifying theory for general multigenic heterosis: energy efficiency, protein metabolism, and implications for molecular breeding. New Phytol. 189, 923–937 (2011).
Chen, Z. J. & Birchler, J. A. Polyploid and Hybrid Genomics, (Wiley-Blackwell, 2013).
Birchler, J. A., Yao, H., Chudalayandi, S., Vaiman, D. & Veitia, R. A. Heterosis. Plant Cell 22, 2105–2112 (2010).
Shull, G. H. What Is “heterosis”? Genetics 33, 439–446 (1948).
Crow, J. F. 90 years ago: the beginning of hybrid maize. Genetics 148, 923–928 (1998).
Duvick, D. N. Biotechnology in the 1930s: the development of hybrid maize. Nature Rev. Genet. 2, 69–74 (2001).
Charlesworth, D. & Willis, J. H. The genetics of inbreeding depression. Nature Rev. Genet. 10, 783–796 (2009).
Ng, D. W., Lu, J. & Chen, Z. J. Big roles for small RNAs in polyploidy, hybrid vigor, and hybrid incompatibility. Curr. Opin. Plant Biol. 15, 154–161 (2012).
Bomblies, K. & Weigel, D. Hybrid necrosis: autoimmunity as a potential gene-flow barrier in plant species. Nature Rev. Genet. 8, 382–393 (2007).
Schnable, P. S. & Springer, N. M. Progress toward understanding heterosis in crop plants. Ann. Rev. Plant Biol. 64, 71–88 (2013).
Mingroni, M. A. Resolving the IQ paradox: heterosis as a cause of the Flynn effect and other trends. Psychol. Rev. 114, 806–829 (2007).
Woodley, M. A. Heterosis doesn't cause the Flynn effect: a critical examination of Mingroni (2007). Psychol. Rev. 118, 689–693 (2011).
Koziel, S., Danel, D. P. & Zareba, M. Isolation by distance between spouses and its effects on children's growth in height. Am. J. Phys. Anthropol. 146, 14–19 (2011).
Lewis, M. B. Why are mixed-race people perceived as more attractive? Perception 39, 136–138 (2010).
Cassady, J. P., Young, L. D. & Leymaster, K. A. Heterosis and recombination effects on pig reproductive traits. J. Anim. Sci. 80, 2303–2315 (2002).
Sagebiel, J. A. et al. Effect of heterosis and maternal influence on gestation length and birth weight in reciprocal crosses among Angus, Charolais and Hereford cattle. J. Anim. Sci. 37, 1273–1278 (1973).
Ishikawa, A. Mapping an overdominant quantitative trait locus for heterosis of body weight in mice. J. Hered. 100, 501–504 (2009).
Steinmetz, L. M. et al. Dissecting the architecture of a quantitative trait locus in yeast. Nature 416, 326–330 (2002). A seminal study that mapped and cloned a QTL (containing three linked genes) that is associated with high-temperature growth vigour in hybrid yeast strains. However, neither the expression level nor the complementation of any gene within the locus could account for the growth phenotype.
Comai, L. The advantages and disadvantages of being polyploid. Nature Rev. Genet. 6, 836–846 (2005).
Chen, Z. J. Genetic and epigenetic mechanisms for gene expression and phenotypic variation in plant polyploids. Annu. Rev. Plant Biol. 58, 377–406 (2007).
Shen, H. et al. Genome-wide analysis of DNA methylation and gene expression changes in two Arabidopsis ecotypes and their reciprocal hybrids. Plant Cell 24, 875–892 (2012). A comprehensive study using genome-wide analyses of small RNA, mRNA and methylome data in hybrids relative to the parents. In the hybrids, the authors found increased levels of small RNAs and DNA methylation and the repression of some genes.
Groszmann, M. et al. Changes in 24-nt siRNA levels in Arabidopsis hybrids suggest an epigenetic contribution to hybrid vigor. Proc. Natl Acad. Sci. USA 108, 2617–2622 (2011).
Meyer, R. C. et al. Heterosis manifestation during early Arabidopsis seedling development is characterized by intermediate gene expression and enhanced metabolic activity in the hybrids. Plant J. 71, 669–683 (2012). An extensive study of gene expression, metabolites and biomass in the seedlings of hybrids during the early stages of development. It suggested that there are maternal effects on metabolites early in development.
Miller, M., Zhang, C. & Chen, Z. J. Ploidy and hybridity effects on growth vigor and gene expression in Arabidopsis thaliana hybrids and their parents. G3 2, 505–513 (2012).
Barth, S., Busimi, A. K., Friedrich Utz, H. & Melchinger, A. E. Heterosis for biomass yield and related traits in five hybrids of Arabidopsis thaliana L. Heynh. Heredity 91, 36–42 (2003).
Meyer, R. C., Torjek, O., Becher, M. & Altmann, T. Heterosis of biomass production in Arabidopsis. Establishment during early development. Plant Physiol. 134, 1813–1823 (2004).
Ozias-Akins, P. & van Dijk, P. J. Mendelian genetics of apomixis in plants. Annu. Rev. Genet. 41, 509–537 (2007).
Marimuthu, M. P. et al. Synthetic clonal reproduction through seeds. Science 331, 876 (2011).
Crow, J. F. Mid-century controversies in population genetics. Annu. Rev. Genet. 42, 1–16 (2008).
East, E. M. Heterosis. Genetics 21, 375–397 (1936).
Shull, G. H. The composition of a field of maize. Amer. Breeders Assoc. Rep. 4, 296–301 (1908).
Bruce, A. B. The Mendelian theory of heredity and the augmentation of vigor. Science 32, 627–628 (1910).
Jones, D. F. Dominance of linked factors as a means of accounting for heterosis. Genetics 2, 466–479 (1917).
Crow, J. F. Alternative hypothesis of hybrid vigor. Genetics 33, 477–487 (1948).
Li, L. et al. Dominance, overdominance and epistasis condition the heterosis in two heterotic rice hybrids. Genetics 180, 1725–1742 (2008).
Li, Z. K. et al. Overdominant epistatic loci are the primary genetic basis of inbreeding depression and heterosis in rice. I. Biomass and grain yield. Genetics 158, 1737–1753 (2001).
Xiao, J., Li, J., Yuan, L. & Tanksley, S. D. Dominance is the major genetic basis of heterosis in rice as revealed by QTL analysis using molecular markers. Genetics 140, 745–754 (1995).
Yu, S. B. et al. Importance of epistasis as the genetic basis of heterosis in an elite rice hybrid. Proc. Natl Acad. Sci. USA 94, 9226–9231 (1997).
Zhou, G. et al. Genetic composition of yield heterosis in an elite rice hybrid. Proc. Natl Acad. Sci. USA 109, 15847–15852 (2012).
Duvick, D. N. & Cassman, K. G. Post-green revolution trends in yield potential of temperate maize in the North-Central United States. Crop Sci. 39, 1622–1630 (1999).
Pauling, L. et al. Sickle cell anemia a molecular disease. Science 110, 543–548 (1949).
Ingram, V. M. Gene mutations in human haemoglobin: the chemical difference between normal and sickle cell haemoglobin. Nature 180, 326–328 (1957).
Redei, G. P. Single locus heterosis. Mol. Gen. Genet. 93, 164–170 (1962).
Shpak, E. D., Berthiaume, C. T., Hill, E. J. & Torii, K. U. Synergistic interaction of three ERECTA-family receptor-like kinases controls Arabidopsis organ growth and flower development by promoting cell proliferation. Development 131, 1491–1501 (2004).
Kim, G. T. et al. The ANGUSTIFOLIA gene of Arabidopsis, a plant CtBP gene, regulates leaf-cell expansion, the arrangement of cortical microtubules in leaf cells and expression of a gene involved in cell-wall formation. EMBO J. 21, 1267–1279 (2002).
Schwartz, E. Single gene heterosis for alcohol dehydrogenase in maize: the nature of the subunit interaction. Theor. Appl. Genet. 43, 117–120 (1973).
Krieger, U., Lippman, Z. B. & Zamir, D. The flowering gene SINGLE FLOWER TRUSS drives heterosis for yield in tomato. Nature Genet. 42, 459–463 (2010). A painstaking genetic study of tomato introgression lines that provided an example of single-locus heterosis. The basis of heterosis might be complicated by developmental changes and other factors that act in trans in the genetic background of these introgression lines.
Blackman, B. K., Strasburg, J. L., Raduski, A. R., Michaels, S. D. & Rieseberg, L. H. The role of recently derived FT paralogs in sunflower domestication. Curr. Biol. 20, 629–635 (2010).
Groose, R. W., Talbert, L. E., Kojis, W. P. & Bingham, E. T. Progressive eterosis in autotetraploid alfalfa - studies using 2 types of inbreds. Crop Sci. 29, 1173–1177 (1989).
Bingham, E. T., Groose, R. W., Woodfield, D. R. & Kidwell, K. K. Complementary gene interactions in alfalfa are greater in autotetraploids than diploids. Crop Sci. 34, 823–829 (1994).
Riddle, N. C., Jiang, H., An, L., Doerge, R. W. & Birchler, J. A. Gene expression analysis at the intersection of ploidy and hybridity in maize. Theor. Appl. Genet. 120, 341–353 (2010). A microarray-based study of gene expression that dissected the effects of ploidy and hybridity on gene expression in maize hybrids at different ploidy levels.
Yao, H., Dogra Gray, A., Auger, D. L. & Birchler, J. A. Genomic dosage effects on heterosis in triploid maize. Proc. Natl Acad. Sci. USA 110, 2665–2669 (2013).
Fujimoto, R., Taylor, J. M., Shirasawa, S., Peacock, W. J. & Dennis, E. S. Heterosis of Arabidopsis hybrids between C24 and Col is associated with increased photosynthesis capacity. Proc. Natl Acad. Sci. USA 109, 7109–7114 (2012).
Andorf, S. et al. Enriched partial correlations in genome-wide gene expression profiles of hybrids (A. thaliana): a systems biological approach towards the molecular basis of heterosis. Theor. Appl. Genet. 120, 249–259 (2010).
He, G. et al. Global epigenetic and transcriptional trends among two rice subspecies and their reciprocal hybrids. Plant Cell 22, 17–33 (2010).
Swanson-Wagner, R. A. et al. All possible modes of gene action are observed in a global comparison of gene expression in a maize F1 hybrid and its inbred parents. Proc. Natl Acad. Sci. USA 103, 6805–6810 (2006). A transcriptomic study that showed various possible modes of gene expression patterns in maize hybrids, including additivity, high- and low-parent dominance, underdominance and overdominance.
Guo, M. et al. Genome-wide transcript analysis of maize hybrids: allelic additive gene expression and yield heterosis. Theor. Appl. Genet. 113, 831–845 (2006).
Stupar, R. M. & Springer, N. M. Cis-transcriptional variation in maize inbred lines B73 and Mo17 leads to additive expression patterns in the F1 hybrid. Genetics 173, 2199–2210 (2006). A microarray-based study of allelic gene expression in reciprocal hybrids in maize that found minimal effects of the parent-of-origin and non-additive gene expression, thus suggesting a role for additive gene expression in maize heterosis.
Wang, Z., Ni, Z., Wu, H., Nie, X. & Sun, Q. Heterosis in root development and differential gene expression between hybrids and their parental inbreds in wheat (Triticum aestivum L.). Theor. Appl. Genet. 113, 1283–1294 (2006).
Shi, X. et al. Cis- and trans-regulatory divergence between progenitor species determines gene-expression novelty in Arabidopsis allopolyploids. Nature Commun. 3, 950 (2012). An RNA-sequencing study of allelic gene expression in Arabidopsis allotetraploids. Cis and trans effects were detected. Some of the changes were associated with DNA methylation and histone modifications.
Wang, J. et al. Genomewide nonadditive gene regulation in Arabidopsis allotetraploids. Genetics 172, 507–517 (2006). This first genome-wide study found non-additive gene expression and genomic dominance in resynthesized Arabidopsis allopolyploids. Altered gene expression was found in several biological pathways, including energy and metabolism, stress response and phytohormonal signalling.
Flagel, L., Udall, J., Nettleton, D. & Wendel, J. Duplicate gene expression in allopolyploid Gossypium reveals two temporally distinct phases of expression evolution. BMC Biol. 6, 16 (2008).
Pumphrey, M., Bai, J., Laudencia-Chingcuanco, D., Anderson, O. & Gill, B. S. Nonadditive expression of homoeologous genes is established upon polyploidization in hexaploid wheat. Genetics 181, 1147–1157 (2009).
Qi, B. et al. Global transgenerational gene expression dynamics in two newly synthesized allohexaploid wheat (Triticum aestivum) lines. BMC Biol. 10, 3 (2012).
Hegarty, M. J. et al. Transcriptome shock after interspecific hybridization in Senecio is ameliorated by genome duplication. Curr. Biol. 16, 1652–1659 (2006).
Buggs, R. J. et al. Transcriptomic shock generates evolutionary novelty in a newly formed, natural allopolyploid plant. Curr. Biol. 21, 551–556 (2011).
Jackson, S. & Chen, Z. J. Genomic and expression plasticity of polyploidy. Curr. Opin. Plant Biol. 13, 153–159 (2010).
Pikaard, C. S. The epigenetics of nucleolar dominance. Trends Genet. 16, 495–500 (2000).
Chen, Z. J., Comai, L. & Pikaard, C. S. Gene dosage and stochastic effects determine the severity and direction of uniparental ribosomal RNA gene silencing (nucleolar dominance) in Arabidopsis allopolyploids. Proc. Natl Acad. Sci. USA 95, 14891–14896 (1998).
Comai, L. et al. Phenotypic instability and rapid gene silencing in newly formed Arabidopsis allotetraploids. Plant Cell 12, 1551–1568 (2000).
Wang, J. et al. Stochastic and epigenetic changes of gene expression in Arabidopsis polyploids. Genetics 167, 1961–1973 (2004).
Chen, Z. J. & Pikaard, C. S. Epigenetic silencing of RNA polymerase I transcription: a role for DNA methylation and histone modification in nucleolar dominance. Genes Dev. 11, 2124–2136 (1997).
Preuss, S. B. et al. Multimegabase silencing in nucleolar dominance involves siRNA-directed DNA methylation and specific methylcytosine-binding proteins. Mol. Cell 32, 673–684 (2008).
Ni, Z. et al. Altered circadian rhythms regulate growth vigour in hybrids and allopolyploids. Nature 457, 327–331 (2009). A breakthrough finding that linked epigenetic alteration of circadian-mediated expression networks to increased levels of photosynthesis and starch metabolism in Arabidopsis hybrids and allopolyploids. Similar changes were subsequently found in references 29, 30 and 124.
Hovav, R. et al. The evolution of spinnable cotton fiber entailed prolonged development and a novel metabolism. PLoS Genet. 4, e25 (2008).
Guo, M. et al. Allelic variation of gene expression in maize hybrids. Plant Cell 16, 1707–1716 (2004).
Todesco, M. et al. Natural allelic variation underlying a major fitness trade-off in Arabidopsis thaliana. Nature 465, 632–636 (2010).
Tian, D., Traw, M. B., Chen, J. Q., Kreitman, M. & Bergelson, J. Fitness costs of R-gene-mediated resistance in Arabidopsis thaliana. Nature 423, 74–77 (2003).
Guo, H. & Ecker, J. R. The ethylene signaling pathway: new insights. Curr. Opin. Plant Biol. 7, 40–49 (2004).
Wittkopp, P. J., Haerum, B. K. & Clark, A. G. Evolutionary changes in cis and trans gene regulation. Nature 430, 85–88 (2004).
Tirosh, I., Reikhav, S., Levy, A. A. & Barkai, N. A yeast hybrid provides insight into the evolution of gene expression regulation. Science 324, 659–662 (2009).
Springer, N. M. & Stupar, R. M. Allelic variation and heterosis in maize: how do two halves make more than a whole? Genome Res. 17, 264–275 (2007).
Marcon, C. et al. Nonadditive protein accumulation patterns in maize (Zea mays L.) hybrids during embryo development. J. Proteome Res. 9, 6511–6522 (2010).
Hoecker, N. et al. Comparison of maize (Zea mays L.) F1-hybrid and parental inbred line primary root transcriptomes suggests organ-specific patterns of nonadditive gene expression and conserved expression trends. Genetics 179, 1275–1283 (2008).
Dahal, D., Mooney, B. P. & Newton, K. J. Specific changes in total and mitochondrial proteomes are associated with higher levels of heterosis in maize hybrids. Plant J. 72, 70–83 (2012). A comprehensive proteomic study in different tissues of maize hybrids compared with the parents. It found that altered protein abundance is involved in stress responses and in primary carbon and protein metabolism.
Wang, W. et al. Proteomic profiling of rice embryos from a hybrid rice cultivar and its parental lines. Proteomics 8, 4808–4821 (2008).
Ng, D. W. et al. Proteomic divergence in Arabidopsis autopolyploids and allopolyploids and their progenitors. Heredity 108, 419–430 (2012).
Meyer, R. C. et al. The metabolic signature related to high plant growth rate in Arabidopsis thaliana. Proc. Natl Acad. Sci. USA 104, 4759–4764 (2007).
Lisec, J. et al. Identification of heterotic metabolite QTL in Arabidopsis thaliana RIL and IL populations. Plant J. 59, 777–788 (2009).
Korn, M. et al. Predicting Arabidopsis freezing tolerance and heterosis in freezing tolerance from metabolite composition. Mol. Plant 3, 224–235 (2010).
Schauer, N. et al. Comprehensive metabolic profiling and phenotyping of interspecific introgression lines for tomato improvement. Nature Biotechnol. 24, 447–454 (2006).
Riedelsheimer, C. et al. Genomic and metabolic prediction of complex heterotic traits in hybrid maize. Nature Genet. 44, 217–220 (2012).
Riedelsheimer, C. et al. Genome-wide association mapping of leaf metabolic profiles for dissecting complex traits in maize. Proc. Natl Acad. Sci. USA 109, 8872–8877 (2012).
Fievet, J. B., Dillmann, C. & de Vienne, D. Systemic properties of metabolic networks lead to an epistasis-based model for heterosis. Theor. Appl. Genet. 120, 463–473 (2010).
Steinfath, M. et al. Prediction of hybrid biomass in Arabidopsis thaliana by selected parental SNP and metabolic markers. Theor. Appl. Genet. 120, 239–247 (2010).
Kacser, H. & Burns, J. A. The molecular basis of dominance. Genetics 97, 639–666 (1981).
Wijnen, H. & Young, M. W. Interplay of circadian clocks and metabolic rhythms. Annu. Rev. Genet. 40, 409–448 (2006).
McClung, C. R. Plant circadian rhythms. Plant Cell 18, 792–803 (2006).
Harmer, S. L. The circadian system in higher plants. Annu. Rev. Plant Biol. 60, 357–377 (2009).
Nagel, D. H. & Kay, S. A. Complexity in the wiring and regulation of plant circadian networks. Curr. Biol. 22, R648–R657 (2012).
McClung, C. R. & Gutierrez, R. A. Network news: prime time for systems biology of the plant circadian clock. Curr. Opin. Genet. Dev. 20, 588–598 (2010).
Dodd, A. N. et al. Plant circadian clocks increase photosynthesis, growth, survival, and competitive advantage. Science 309, 630–633 (2005).
Harmer, S. L. et al. Orchestrated transcription of key pathways in Arabidopsis by the circadian clock. Science 290, 2110–2113 (2000).
Michael, T. P. et al. Network discovery pipeline elucidates conserved time-of-day-specific cis-regulatory modules. PLoS Genet. 4, e14 (2008).
Michael, T. P. et al. A morning-specific phytohormone gene expression program underlying rhythmic plant growth. PLoS Biol. 6, e225 (2008).
Graf, A., Schlereth, A., Stitt, M. & Smith, A. M. Circadian control of carbohydrate availability for growth in Arabidopsis plants at night. Proc. Natl Acad. Sci. USA 107, 9458–9463 (2010).
Cross, J. M. et al. Variation of enzyme activities and metabolite levels in 24 Arabidopsis accessions growing in carbon-limited conditions. Plant Physiol. 142, 1574–1588 (2006).
Sulpice, R. et al. Starch as a major integrator in the regulation of plant growth. Proc. Natl Acad. Sci. USA 106, 10348–10353 (2009).
Song, G. S. et al. Comparative transcriptional profiling and preliminary study on heterosis mechanism of super-hybrid rice. Mol. Plant 3, 1012–1025 (2010).
Michael, T. P. et al. Enhanced fitness conferred by naturally occurring variation in the circadian clock. Science 302, 1049–1053 (2003).
Salathia, N., Edwards, K. & Millar, A. J. QTL for timing: a natural diversity of clock genes. Trends Genet. 18, 115–118 (2002).
Mikkelsen, M. D. & Thomashow, M. F. A role for circadian evening elements in cold-regulated gene expression in Arabidopsis. Plant J. 60, 328–339 (2009).
Nakamichi, N. et al. Transcript profiling of an Arabidopsis PSEUDO RESPONSE REGULATOR arrhythmic triple mutant reveals a role for the circadian clock in cold stress response. Plant Cell Physiol. 50, 447–462 (2009).
Dong, M. A., Farre, E. M. & Thomashow, M. F. CIRCADIAN CLOCK-ASSOCIATED 1 and LATE ELONGATED HYPOCOTYL regulate expression of the C-REPEAT BINDING FACTOR (CBF) pathway in Arabidopsis. Proc. Natl Acad. Sci. USA 108, 7241–7246 (2011).
Roden, L. C. & Ingle, R. A. Lights, rhythms, infection: the role of light and the circadian clock in determining the outcome of plant-pathogen interactions. Plant Cell 21, 2546–2552 (2009).
Goodspeed, D., Chehab, E. W., Min-Venditti, A., Braam, J. & Covington, M. F. Arabidopsis synchronizes jasmonate-mediated defense with insect circadian behavior. Proc. Natl Acad. Sci. USA 109, 4674–4677 (2012).
Wang, W. et al. Timing of plant immune responses by a central circadian regulator. Nature 470, 110–114 (2011).
Turck, F., Fornara, F. & Coupland, G. Regulation and identity of florigen: FLOWERING LOCUS T moves center stage. Annu. Rev. Plant Biol. 59, 573–594 (2008).
Xue, W. et al. Natural variation in Ghd7 is an important regulator of heading date and yield potential in rice. Nature Genet. 40, 761–767 (2008).
Hung, H. Y. et al. ZmCCT and the genetic basis of day-length adaptation underlying the postdomestication spread of maize. Proc. Natl Acad. Sci. USA 109, E1913–E1921 (2012).
Ma, Q., Hedden, P. & Zhang, Q. Heterosis in rice seedlings: its relationship to gibberellin content and expression of gibberellin metabolism and signaling genes. Plant Physiol. 156, 1905–1920 (2011).
Zhang, Y., Ni, Z., Yao, Y., Nie, X. & Sun, Q. Gibberellins and heterosis of plant height in wheat (Triticum aestivum L.). BMC Genet. 8, 40 (2007).
Lee, H. S. & Chen, Z. J. Protein-coding genes are epigenetically regulated in Arabidopsis polyploids. Proc. Natl Acad. Sci. USA 98, 6753–6758 (2001).
Chen, M., Ha, M., Lackey, E., Wang, J. & Chen, Z. J. RNAi of met1 reduces DNA methylation and induces genome-specific changes in gene expression and centromeric small RNA accumulation in Arabidopsis allopolyploids. Genetics 178, 1845–1858 (2008).
Kashkush, K., Feldman, M. & Levy, A. A. Transcriptional activation of retrotransposons alters the expression of adjacent genes in wheat. Nature Genet. 33, 102–106 (2003).
Chandler, V. L. Paramutation's properties and puzzles. Science 330, 628–629 (2010).
Malapeira, J., Khaitova, L. C. & Mas, P. Ordered changes in histone modifications at the core of the Arabidopsis circadian clock. Proc. Natl Acad. Sci. USA 109, 21540–21545 (2012).
Perales, M. & Mas, P. A functional link between rhythmic changes in chromatin structure and the Arabidopsis biological clock. Plant Cell 19, 2111–2123 (2007).
Asher, G. et al. SIRT1 regulates circadian clock gene expression through PER2 deacetylation. Cell 134, 317–328 (2008).
Nakahata, Y. et al. The NAD+-dependent deacetylase SIRT1 modulates CLOCK-mediated chromatin remodeling and circadian control. Cell 134, 329–340 (2008).
Nakahata, Y., Sahar, S., Astarita, G., Kaluzova, M. & Sassone-Corsi, P. Circadian control of the NAD+ salvage pathway by CLOCK-SIRT1. Science 324, 654–657 (2009).
James, A. B. et al. Alternative splicing mediates responses of the Arabidopsis circadian clock to temperature changes. Plant Cell 24, 961–981 (2012).
Filichkin, S. A. et al. Genome-wide mapping of alternative splicing in Arabidopsis thaliana. Genome Res. 20, 45–58 (2010).
Kim, E. D. & Chen, Z. J. Unstable transcripts in Arabidopsis allotetraploids are associated with nonadditive gene expression in response to abiotic and biotic stresses. PLoS ONE 6, e24251 (2011).
Wang, J., Tian, L., Lee, H. S. & Chen, Z. J. Nonadditive regulation of FRI and FLC loci mediates flowering-time variation in Arabidopsis allopolyploids. Genetics 173, 965–974 (2006).
Chapman, E. J. & Carrington, J. C. Specialization and evolution of endogenous small RNA pathways. Nature Rev. Genet. 8, 884–896 (2007).
Chen, X. Small RNAs and their roles in plant development. Annu. Rev. Cell Dev. Biol. 25, 21–44 (2009).
Molnar, A., Melnyk, C. & Baulcombe, D. C. Silencing signals in plants: a long journey for small RNAs. Genome Biol. 12, 215 (2011).
Herr, A. J., Jensen, M. B., Dalmay, T. & Baulcombe, D. C. RNA polymerase IV directs silencing of endogenous DNA. Science 308, 118–120 (2005).
Onodera, Y. et al. Plant nuclear RNA polymerase IV mediates siRNA and DNA methylation-dependent heterochromatin formation. Cell 120, 613–622 (2005).
Law, J. A. & Jacobsen, S. E. Establishing, maintaining and modifying DNA methylation patterns in plants and animals. Nature Rev. Genet. 11, 204–220 (2010).
Haag, J. R. & Pikaard, C. S. Multisubunit RNA polymerases IV and V: purveyors of non-coding RNA for plant gene silencing. Nature Rev. Mol. Cell Biol. 12, 483–492 (2011).
Wassenegger, M., Heimes, S., Riedel, L. & Sanger, H. L. RNA-directed de novo methylation of genomic sequences in plants. Cell 76, 567–576 (1994).
Ha, M. et al. Small RNAs serve as a genetic buffer against genomic shock in Arabidopsis interspecific hybrids and allopolyploids. Proc. Natl Acad. Sci. USA 106, 17835–17840 (2009).
Barber, W. T. et al. Repeat associated small RNAs vary among parents and following hybridization in maize. Proc. Natl Acad. Sci. USA 109, 10444–10449 (2012).
Kenan-Eichler, M. et al. Wheat hybridization and polyploidization results in deregulation of small RNAs. Genetics 188, 263–272 (2011).
Alleman, M. et al. An RNA-dependent RNA polymerase is required for paramutation in maize. Nature 442, 295–298 (2006).
Nobuta, K. et al. Distinct size distribution of endogeneous siRNAs in maize: Evidence from deep sequencing in the mop1-1 mutant. Proc. Natl Acad. Sci. USA 105, 14958–14963 (2008).
Lee, Y. et al. MicroRNA genes are transcribed by RNA polymerase II. EMBO J. 23, 4051–4060 (2004).
Park, W., Li, J., Song, R., Messing, J. & Chen, X. CARPEL FACTORY, a Dicer homolog, and HEN1, a novel protein, act in microRNA metabolism in Arabidopsis thaliana. Curr. Biol. 12, 1484 (2002).
Voinnet, O. Origin, biogenesis, and activity of plant microRNAs. Cell 136, 669–687 (2009).
Peragine, A., Yoshikawa, M., Wu, G., Albrecht, H. L. & Poethig, R. S. SGS3 and SGS2/SDE1/RDR6 are required for juvenile development and the production of trans-acting siRNAs in Arabidopsis. Genes Dev. 18, 2368–2379 (2004).
Ng, D. W. et al. cis- and trans-Regulation of miR163 and target genes confers natural variation of secondary metabolites in two Arabidopsis species and their allopolyploids. Plant Cell 23, 1729–1740 (2011).
Shivaprasad, P. V., Dunn, R. M., Santos, B. A., Bassett, A. & Baulcombe, D. C. Extraordinary transgressive phenotypes of hybrid tomato are influenced by epigenetics and small silencing RNAs. EMBO J. 31, 257–266 (2012).
Greaves, I. K. et al. Trans chromosomal methylation in Arabidopsis hybrids. Proc. Natl Acad. Sci. USA 109, 3570–3575 (2012).
Chodavarapu, R. K. et al. Transcriptome and methylome interactions in rice hybrids. Proc. Natl Acad. Sci. USA 109, 12040–12045 (2012).
Gore, M. A. et al. A first-generation haplotype map of maize. Science 326, 1115–1117 (2009).
Zilberman, D., Gehring, M., Tran, R. K., Ballinger, T. & Henikoff, S. Genome-wide analysis of Arabidopsis thaliana DNA methylation uncovers an interdependence between methylation and transcription. Nature Genet. 39, 61–69 (2007).
Zhang, X. et al. Genome-wide high-resolution mapping and functional analysis of DNA methylation in Arabidopsis. Cell 126, 1189–1201 (2006).
Kurihara, Y. et al. Identification of the candidate genes regulated by RNA-directed DNA methylation in Arabidopsis. Biochem. Biophys. Res. Commun. 376, 553–557 (2008).
Madlung, A. et al. Remodeling of DNA methylation and phenotypic and transcriptional changes in synthetic Arabidopsis allotetraploids. Plant Physiol. 129, 733–746 (2002).
Jenuwein, T. & Allis, C. D. Translating the histone code. Science 293, 1074–1080 (2001).
Li, B., Carey, M. & Workman, J. L. The role of chromatin during transcription. Cell 128, 707–719 (2007).
Banaei Moghaddam, A. M. et al. Additive inheritance of histone modifications in Arabidopsis thaliana intra-specific hybrids. Plant J. 67, 691–700 (2011).
Ha, M., Ng, D. W., Li, W. H. & Chen, Z. J. Coordinated histone modifications are associated with gene expression variation within and between species. Genome Res. 21, 590–598 (2011).
Ferguson-Smith, A. C. Genomic imprinting: the emergence of an epigenetic paradigm. Nature Rev. Genet. 12, 565–575 (2011).
Mosher, R. A. et al. Uniparental expression of PolIV-dependent siRNAs in developing endosperm of Arabidopsis. Nature 460, 283–286 (2009).
Lu, J., Zhang, C., Baulcombe, D. C. & Chen, Z. J. Maternal siRNAs as regulators of parental genome imbalance and gene expression in endosperm of Arabidopsis seeds. Proc. Natl Acad. Sci. USA 109, 5529–5534 (2012).
Somers, D. E., Devlin, P. F. & Kay, S. A. Phytochromes and cryptochromes in the entrainment of the Arabidopsis circadian clock. Science 282, 1488–1490 (1998).
Huang, W. et al. Mapping the core of the Arabidopsis circadian clock defines the network structure of the oscillator. Science 336, 75–79 (2012).
Gendron, J. M. et al. Arabidopsis circadian clock protein, TOC1, is a DNA-binding transcription factor. Proc. Natl Acad. Sci. USA 109, 3167–3172 (2012).
Kim, W. Y. et al. ZEITLUPE is a circadian photoreceptor stabilized by GIGANTEA in blue light. Nature 449, 356–360 (2007).
Jones, M. A. et al. Jumonji domain protein JMJD5 functions in both the plant and human circadian systems. Proc. Natl Acad. Sci. USA 107, 21623–21628 (2010).
Lu, S. X. et al. The Jumonji C domain-containing protein JMJ30 regulates period length in the Arabidopsis circadian clock. Plant Physiol. 155, 906–915 (2011).
Portoles, S. & Mas, P. The Functional Interplay between Protein Kinase CK2 and CCA1 transcriptional activity is essential for clock temperature compensation in Arabidopsis. PLoS Genet. 6, e1001201 (2010).
Daniel, X., Sugano, S. & Tobin, E. M. CK2 phosphorylation of CCA1 is necessary for its circadian oscillator function in Arabidopsis. Proc. Natl Acad. Sci. USA 101, 3292–3297 (2004).
Nusinow, D. A. et al. The ELF4-ELF3-LUX complex links the circadian clock to diurnal control of hypocotyl growth. Nature 475, 398–402 (2011).
Pruneda-Paz, J. L., Breton, G., Para, A. & Kay, S. A. A functional genomics approach reveals CHE as a component of the Arabidopsis circadian clock. Science 323, 1481–1485 (2009).
Acknowledgements
I am grateful to former and current members of the Laboratory of Polyploidy, Heterosis and Epigenetics for their contributions to this work. I apologize for omitting or glossing over some relevant studies owing to the space limitation. Funding for the research is provided by the US National Science Foundation (grants IOS1238048, IOS1025947 and MCB1110857), the US National Institutes of Health (grant GM067015), the Cotton Incorporated (grant 07161) and the National Natural Science Foundation of China (grant No. 31290213).
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FURTHER INFORMATION
Glossary
- Allopolyploid
-
An organism or individual that contains two or more sets of genetically distinct chromosomes, usually through hybridization between different species. A disomic allopolyploid (also known as amphidiploid) is a type of allopolyploid in which bivalents form within each chromosome set.
- Heterosis
-
(Also known as hybrid vigour). When hybrids display increased levels of growth, survival or fitness relative to their parents.
- Apomixis
-
A phenomenon that transmits genes and genomes from only one parent (usually the female) to the offspring.
- Dominance
-
A scenario in which the phenotype of alleles displays fully when they are present in the heterozygous or heterokaryotic state.
- Overdominance
-
(Also known as monohybrid heterosis). The phenomenon of heterozygotes having a more extreme phenotype than either homozygote.
- Heterozygote advantage
-
When the heterozygote genotype has a higher relative fitness than either the homozygote dominant or homozygote recessive genotype.
- Epistasis
-
Non-reciprocal interactions between non-allelic genes, which cannot be easily explained by quantitative genetic models.
- Pseudo-dominance
-
A phenomenon of overdominance that is associated with the complementation of two or more linked dominant and recessive alleles in repulsion, in which the dominant and recessive alleles are located on opposite homologues of the two genes, acting as overdominance.
- Quantitative trait locus
-
(QTL). A genetic locus that contributes to variation in quantitative phenotypes. The effects may also vary under certain environmental conditions.
- Autopolyploids
-
Polyploids created by the multiplication of one basic set of chromosomes (usually within the same species).
- Parent-of-origin effects
-
Phenomena whereby the expression of a gene is dependent on the parental origin. This is usually synonymous to imprinting but could be different from imprinting in cases in which the parent-of-origin effect can be caused by cytoplasmic–nuclear gene interactions (known as maternal effects) in plants, whereas imprinting occurs between two alleles in the nucleus with the same maternal parent.
- Homoeologous
-
Chromosomes or genes in the related species that are derived from the same ancestor and coexist in an allopolyploid.
- Circadian period
-
The time for the completion of an oscillation cycle from one peak to the next or from one trough to the next, which is usually 24 hours.
- Circadian amplitude
-
The difference between the level of a peak (or trough) and the mean value of a wave. For symmetrical waves, the amplitude is half the value of the range of oscillation.
- Photoperiod
-
A light–dark cycle in a given day. Long-day plants, such as Arabidopsis thaliana and wheat, respond to lengthening days and they flower in spring. Short-day plants, such as rice and maize, respond to shortening days and flower in late summer or autumn.
- Paramutation
-
An epigenetic phenomenon discovered in maize in which one allele influences the expression of another allele at the same locus when the two alleles are combined in a heterozygote.
- Small interfering RNAs
-
(siRNAs). A class of 20–25 nucleotide-long small RNAs that repress gene expression or induce epigenetic processes. They are normally derived from transposable elements and repetitive DNA.
- MicroRNAs
-
(miRNAs). A class of 21–23 nucleotide-long small RNAs that have functions in transcriptional and post-transcriptional regulation of gene expression, usually through mRNA degradation or translational repression through complementarity with the target transcripts.
- Trans-acting siRNAs
-
(ta-siRNAs). A class of small RNAs that are generated from target mRNAs, in a process triggered by specific microRNAs (miRNAs), thus leading to a series of consecutive 21-nucleotide small interfering RNAs (siRNAs), called 'phasing'. These secondary siRNAs can act in trans to regulate their target transcripts through mRNA degradation.
- RNA-directed DNA methylation
-
(RdDM). An epigenetic process to establish DNA methylation through the biogenesis of siRNAs that guide the methylation of homologous loci. The process is known as de novo DNA methylation and is predominately found in plants and fungi.
- Genome shock
-
The release of genome-wide chromatin constraints of gene expression, including the activation of transposons in response to environmental changes and genomic hybridization. The term was first used by Barbara McClintock in 1984.
- Imprinting
-
Expression of only the maternal or paternal allele of a gene in the offspring; it is an epigenetic phenomenon involving DNA methylation, chromatin modifications and non-coding RNAs.
- Genome-wide association studies
-
(GWASs). Examinations of many common genetic variants (usually SNPs in linkage disequilibrium) of different individuals to test if any variant is associated with a phenotypic trait.
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Chen, Z. Genomic and epigenetic insights into the molecular bases of heterosis. Nat Rev Genet 14, 471–482 (2013). https://doi.org/10.1038/nrg3503
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DOI: https://doi.org/10.1038/nrg3503
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