Abstract
Maize (Zea mays L.) is a globally important crop species that feeds much of the world’s population and possesses morphology and phenotypic diversity that allow it to be manipulated to produce more productive varieties. Breeding programs have progressively optimized the structural feature of maize plant and organ to increase yield and to improve its adaptability to global climates and environments. Maize plant and organ ideotype development, and the innovative experience of traditional breeders allow us to suggest novel structural features worthy of selection in future breeding programs, including plant type, yield organ traits, architecture of nutrient transfer and epigenetics. And important environmental factors affecting development and epigenetic memory throughout maize life history are analyzed. Comprehensive understanding of maize structural features by means of phenotypic trait panorama provides the initial theoretical foundations for breeding programs based on advanced biotechnology.
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References
Bedecarrats A, Chen S, Pearce K, Cai D, Glanzman DL (2018) RNA from trained aplysia can induce an epigenetic engram for long term sensitization in untrained aplysia. eNeuro. https://doi.org/10.1523/ENEURO.0038-18.2018
Bennetzen JL, Hake SC (2009) Handbook of Maize: Its Biology. Springer, New York
Brown WL, Zuber MS, Darrah LL, Glover DV (1986) Origin, adaptation, and types of corn. EC - cooperative extension service, university of Nebraska (USA) NCH10:2–5
Canas RA, Yesbergenova-Cuny Z, Simons M, Chardon F, Armengaud P, Quillere I, Cukier C, Gibon Y, Limami AM, Nicolas S, Brule L, Lea PJ, Maranas CD, Hirel B (2017) Exploiting the genetic diversity of maize using a combined metabolomic, enzyme activity profiling, and metabolic modeling approach to link leaf physiology to kernel yield. Plant Cell 29(5):919–943. https://doi.org/10.1105/tpc.16.00613
Candela H, Hake S (2008) The art and design of genetic screens: maize. Nat Rev Genet 9(3):192–203. https://doi.org/10.1038/nrg2291
Chai Z, Wang K, Guo Y, Xie R, Li S (2017) Current status of maize mechanical grain harvesting and its relationship with grain moisture content. Scientia Agricultura Sinica 50(11):2036–2043. https://doi.org/10.3864/j.issn.0578-1752.2017.11.009
Coe EHJ (2001) The origins of maize genetics. Nat Rev Genet 2(11):898–905
Donald CM (1968) The breeding of crop ideotypes. Euphytica 17(3):385–403
Duvick DN (2005) The contribution of breeding to yield advances in maize (Zea mays L.). Adv Agron 86(5):83–145.https://doi.org/10.1016/s0065-2113(05)86002-x
Elhakeem A, Markovic D, Broberg A, Anten NPR, Ninkovic V (2018) Aboveground mechanical stimuli affect belowground plant-plant communication. PLoS ONE 13(5):e0195646. https://doi.org/10.1371/journal.pone.0195646
Fox T, DeBruin J, Haug Collet K, Trimnell M, Clapp J, Leonard A, Li B, Scolaro E, Collinson S, Glassman K, Miller M, Schussler J, Dolan D, Liu L, Gho C, Albertsen M, Loussaert D, Shen B (2017) A single point mutation in Ms44 results in dominant male sterility and improves nitrogen use efficiency in maize. Plant Biotechnol J 15(8):942–952. https://doi.org/10.1111/pbi.12689
Guan JH, Liu KL, Guo XY (2006) Advances of research on maize root system architecture. J Maize Sci 14(6):162–166
Halpin CK, Chojecki J, Oliver D, Chabbert B, Monties B, Edwards K, Barakate A, Foxon GA (2010) Brown-midrib maize (bm1) - a mutation affecting the cinnamyl alcohol dehydrogenase gene. Plant J 14(5):545–553
Hirsch CN, Foerster JM, Johnson JM, Sekhon RS, Muttoni G, Vaillancourt B, Penagaricano F, Lindquist E, Pedraza MA, Barry K, de Leon N, Kaeppler SM, Buell CR (2014) Insights into the maize pan-genome and pan-transcriptome. Plant Cell 26(1):121–135. https://doi.org/10.1105/tpc.113.119982
Hollick JB (2017) Paramutation and related phenomena in diverse species. Nat Rev Genet 18(1):5–23. https://doi.org/10.1038/nrg.2016.115
Iwasaki M, Paszkowski J (2014) Epigenetic memory in plants. EMBO J 33(18):1987–1998. https://doi.org/10.15252/embj.201488883
Jiao Y, Peluso P, Shi J, Liang T, Stitzer MC, Wang B, Campbell MS, Stein JC, Wei X, Chin CS, Guill K, Regulski M, Kumari S, Olson A, Gent J, Schneider KL, Wolfgruber TK, May MR, Springer NM, Antoniou E, McCombie WR, Presting GG, McMullen M, Ross-Ibarra J, Dawe RK, Hastie A, Rank DR, Ware D (2017) Improved maize reference genome with single-molecule technologies. Nature 546(7659):524–527. https://doi.org/10.1038/nature22971
Johnston R, Wang M, Sun Q, Sylvester AW, Hake S, Scanlon MJ (2014) Transcriptomic analyses indicate that maize ligule development recapitulates gene expression patterns that occur during lateral organ initiation. Plant Cell 26(12):4718–4732. https://doi.org/10.1105/tpc.114.132688
Kinoshita T, Seki M (2014) Epigenetic memory for stress response and adaptation in plants. Plant Cell Physiol 55(11):1859–1863. https://doi.org/10.1093/pcp/pcu125
Kong F, Zhang T, Liu J, Heng S, Shi Q, Zhang H, Wang Z, Ge L, Li P, Lu X, Li G (2017) Regulation of Leaf Angle by Auricle Development in Maize. Mol Plant 10(3):516–519. https://doi.org/10.1016/j.molp.2017.02.001
Kremling KAG, Chen SY, Su MH, Lepak NK, Romay MC, Swarts KL, Lu F, Lorant A, Bradbury PJ, Buckler ES (2018) Dysregulation of expression correlates with rare-allele burden and fitness loss in maize. Nature 555(7697):520–523. https://doi.org/10.1038/nature25966
Li C, Liu C, Qi X, Wu Y, Fei X, Mao L, Cheng B, Li X, Xie C (2017a) RNA-guided Cas9 as an in vivo desired-target mutator in maize. Plant Biotechnol J 15(12):1566–1576. https://doi.org/10.1111/pbi.12739
Li C, Zhao M, Liu P, Zhang J, Yang J, Yang J, Wang K, Dong S (2013) Responses of main traits of maize hybrids and their parents to density in different Eras of China. Scientia Agricultura Sinica 46(12):2421–2429
Li H, Wang L, Liu M, Dong Z, Li Q, Fei S, Xiang H, Liu B, Jin W (2020) Maize plant architecture is regulated by the ethylene biosynthetic gene ZmACS7. Plant Physiol. https://doi.org/10.1104/pp.19.01421
Li L, Lei X, Xie R, Wang K, Li S (2017b) Analysis of Influential Factors on Mechanical Grain Harvest Quality of Summer Maize. Scientia Agricultura Sinica 50(11):2044–2051. https://doi.org/10.3864/j.issn.0578-1752.2017.11.010
Li L, Ming B, Xie R, Wang K, Li S (2018) Differences of ear characters in maize and their effects on grain dehydration. Scientia Agricultura Sinica 51(10):1855–1867. https://doi.org/10.3864/j.issn.0578-1752.2018.10.005
Li Q, Eichten SR, Hermanson PJ, Zaunbrecher VM, Song J, Wendt J, Rosenbaum H, Madzima TF, Sloan AE, Huang J, Burgess DL, Richmond TA, McGinnis KM, Meeley RB, Danilevskaya ON, Vaughn MW, Kaeppler SM, Jeddeloh JA, Springer NM (2014) Genetic perturbation of the maize methylome. Plant Cell 26(12):4602–4616. https://doi.org/10.1105/tpc.114.133140
Lipiec J, Medvedev VV, Birkas M, Dumitru E (2003) Effect of soil compaction on root growth and crop yield in Central and Eastern Europe. International Agrophysics 17(2):61–69
Liu J, Huang J, Guo H, Lan L, Wang H, Xu Y, Yang X, Li W, Tong H, Xiao Y, Pan Q, Qiao F, Raihan MS, Liu H, Zhang X, Yang N, Wang X, Deng M, Jin M, Zhao L, Luo X, Zhou Y, Li X, Zhan W, Liu N, Wang H, Chen G, Li Q, Yan J (2017) The conserved and unique genetic architecture of kernel size and weight in maize and rice. Plant Physiol 175(2):774–785. https://doi.org/10.1104/pp.17.00708
Liu X, Yang W, Mu B, Li S, Li Y, Zhou X, Zhang C, Fan Y, Chen R (2018) Engineering of ‘Purple Embryo Maize’ with a multigene expression system derived from a bidirectional promoter and self-cleaving 2A peptides. Plant Biotechnol J 16(6):1107–1109
López PM, Sadras VO, Batista W, Casal JJ, Hall AJ (2017) Light-mediated self-organization of sunflower stands increases oil yield in the field. Proc Natl Acad Sci USA 114(30):7975–7980
Mantilla-Perez MB, Salas Fernandez MG (2017) Differential manipulation of leaf angle throughout the canopy: current status and prospects. J Exp Bot 68(21–22):5699–5717. https://doi.org/10.1093/jxb/erx378
Mock JJ, Pearce RB (1975) An Ideotype of Maize. Euphytica 24(3):613–623
Moreno MA, Harper LC, Krueger RW, Dellaporta SL, Freeling M (1997) liguleless1 encodes a nuclear-localized protein required for induction of ligules and auricles during maize leaf organogenesis. Genes Dev 11(5):616–628
Morrell PL, Buckler ES, Ross-Ibarra J (2011) Crop genomics: advances and applications. Nat Rev Genet 13(2):85–96. https://doi.org/10.1038/nrg3097
Oba M, Allen MS (1999) Effects of brown midrib 3 mutation in corn silage on dry matter intake and productivity of high yielding dairy cows. J Dairy Sci 82(1):135–142
Opitz N, Marcon C, Paschold A, Malik WA, Lithio A, Brandt R, Piepho HP, Nettleton D, Hochholdinger F (2016) Extensive tissue-specific transcriptomic plasticity in maize primary roots upon water deficit. J Exp Bot 67(4):1095–1107. https://doi.org/10.1093/jxb/erv453
Pan Q, Xu Y, Li K, Peng Y, Zhan W, Li W, Li L, Yan J (2017) The genetic basis of plant architecture in 10 maize recombinant inbred line populations. Plant Physiol 175(2):858–873. https://doi.org/10.1104/pp.17.00709
Pepper GE, Pearce RB, Mock JJ (1977) Leaf orientation and yield of maize. Crop Sci 17(6):883–886
Ren B, Li L, Dong S, Liu P, Zhao B, Yang J, Wang D, Zhang J (2016) Effects of plant density on stem traits and lodging resistance of summer maize hybrids with different plant heights. Acta Agronomica Sinica 42(12):1864–1872
Rhoades MM (1984) The early years of maize genetics. Annu Rev Genet 18(18):1–29
Rosa M, Abraham-Juarez MJ, Lewis MW, Fonseca JP, Tian W, Ramirez V, Luan S, Pauly M, Hake S (2017) The maize mid-complementing activity homolog cell number regulator13/narrow odd dwarf coordinates organ growth and tissue patterning. Plant Cell 29(3):474–490. https://doi.org/10.1105/tpc.16.00878
Ross AJ (2002) Genetic analysis of ear length and correlated traits in maize. Retrosp Teses Diss. https://doi.org/10.31274/rtd-180813-9883
Sang YL, Cheng ZJ, Zhang XS (2018) iPSCs: a comparison between animals and plants. Trends Plant Sci. 23(8):660–666. https://doi.org/10.1016/j.tplants.2018.05.008
Slotkin RK, Martienssen R (2007) Transposable elements and the epigenetic regulation of the genome. Nat Rev Genet 8(4):272–285. https://doi.org/10.1038/nrg2072
Smart MD, Pettis JS, Euliss N, Spivak MS (2016) Land use in the Northern Great plains region of the U.S. influences the survival and productivity of honey bee colonies. Agr Ecosyst Environ 230:139–149. https://doi.org/10.1016/j.agee.2016.05.030
Somaratne Y, Tian Y, Zhang H, Wang M, Huo Y, Cao F, Zhao L, Chen H (2017) Abnormal pollen vacuolation1 (apv1) is required for male fertility by contributing to anther cuticle and pollen exine formation in maize. Plant J 90(1):96–110. https://doi.org/10.1111/tpj.13476
Strable J, Wallace JG, Unger-Wallace E, Briggs S, Bradbury PJ, Buckler ES, Vollbrecht E (2017) Maize yabby genes drooping leaf1 and drooping leaf2 regulate plant architecture. Plant Cell 29(7):1622–1641. https://doi.org/10.1105/tpc.16.00477
Sun L-x, Liu S-x, Wang J-x, Wu C-l, Li Y, Zhang C-q (2016) The effects of grain texture and phenotypic traits on the thin-layer drying rate in maize (Zea mays L.) inbred lines. J Integr Agric 15(2):317–325. https://doi.org/10.1016/s2095-3119(15)61052-8
Tang Q, Su Y, Rong T (2009) Maize and the taxonomy of its wild relatives materials. J Maize Sci 17(1):1–5
Tardieu F, Cabrera-Bosquet L, Pridmore T, Bennett M (2017) Plant phenomics, from sensors to knowledge. Curr Biol 27(15):R770–R783. https://doi.org/10.1016/j.cub.2017.05.055
Tian J, Wang C, Xia J, Wu L, Xu G, Wu W, Li D, Qin W, Han X, Chen Q, Jin W, Tian F (2019) Teosinte lingual allele narrows plant architecture and enhances high-density maize yields. Science 365(6454):658–664. https://doi.org/10.1126/science.aax5482
Van Deynze A, Zamora P, Delaux PM, Heitmann C, Jayaraman D, Rajasekar S, Graham D, Maeda J, Gibson D, Schwartz KD, Berry AM, Bhatnagar S, Jospin G, Darling A, Jeannotte R, Lopez J, Weimer BC, Eisen JA, Shapiro HY, Ane JM, Bennett AB (2018) Nitrogen fixation in a landrace of maize is supported by a mucilage-associated diazotrophic microbiota. PLoS Biol 16(8):e2006352. https://doi.org/10.1371/journal.pbio.2006352
Walsh J, Waters CA, Freeling M (1998) The maize gene liguleless2 encodes a basic leucine zipper protein involved in the establishment of the leaf blade-sheath boundary. Genes Dev 12(2):208–218
Wang A-y, Li Y, Zhang C-q (2012) QTL mapping for stay-green in maize (Zea mays). Can J Plant Sci 92(2):249–256. https://doi.org/10.4141/cjps2011-108
Wang B, Lin Z, Li X, Zhao Y, Zhao B, Wu G, Ma X, Wang H, Xie Y, Li Q, Song G, Kong D, Zheng Z, Wei H, Shen R, Wu H, Chen C, Meng Z, Wang T, Li Y, Li X, Chen Y, Lai J, Hufford MB, Ross-Ibarra J, He H, Wang H (2020) Genome-wide selection and genetic improvement during modern maize breeding. Nat Genet 52(6):565–571. https://doi.org/10.1038/s41588-020-0616-3
Wang JH, Cheng ZX, Xiu WW, Jiang Q, Xie RZ, Zhang FL (2015) Study on the Correlation Between Maize Leaf Angle and Root Penetration Angle. Acta Agriculturae Boreali-Sinica 30:173–178
Wang K, Li S (2017a) Analysis of influencing factors on kernel dehydration rate of maize hybrids. entia Agricultura Sinica
Wang K, Li S (2017b) Progresses in research on grain broken rate by mechanical grain harvesting. Scientia Agricultura Sinica
Wang Y, Duan M, Xing J, Wang J, Zhang C, Zhang X, Zhao J (2008) Progress and prospect in ideal plant type breeding in maize. J Maize Sci 16(3):47–50
Weaver IC, Cervoni N, Champagne FA, D’Alessio AC, Sharma S, Seckl JR, Dymov S, Szyf M, Meaney MJ (2004) Epigenetic programming by maternal behavior. Nat Neurosci 7(8):847–854. https://doi.org/10.1038/nn1276
Wei L, Zhang X, Zhang Z, Liu H, Lin Z (2018) A new allele of the Brachytic2 gene in maize can efficiently modify plant architecture. Heredity (Edinb) 121(1):75–86. https://doi.org/10.1038/s41437-018-0056-3
Wen W, Li D, Li X, Gao Y, Li W, Li H, Liu J, Liu H, Chen W, Luo J, Yan J (2014) Metabolome-based genome-wide association study of maize kernel leads to novel biochemical insights. Nat Commun 5:3438. https://doi.org/10.1038/ncomms4438
White JW, Andrade-Sanchez P, Gore MA, Bronson KF, Coffelt TA, Conley MM, Feldmann KA, French AN, Heun JT, Hunsaker DJ, Jenks MA, Kimball BA, Roth RL, Strand RJ, Thorp KR, Wall GW, Wang G (2012) Field-based phenomics for plant genetics research. Field Crops Res 133:101–112. https://doi.org/10.1016/j.fcr.2012.04.003
Xiao Y, Tong H, Yang X, Xu S, Pan Q, Qiao F, Raihan MS, Luo Y, Liu H, Zhang X, Yang N, Wang X, Deng M, Jin M, Zhao L, Luo X, Zhou Y, Li X, Liu J, Zhan W, Liu N, Wang H, Chen G, Cai Y, Xu G, Wang W, Zheng D, Yan J (2016) Genome-wide dissection of the maize ear genetic architecture using multiple populations. New Phytol 210(3):1095–1106. https://doi.org/10.1111/nph.13814
Xu Y (2016) Envirotyping for deciphering environmental impacts on crop plants. Theor Appl Genet 129(4):653–673. https://doi.org/10.1007/s00122-016-2691-5
Xue J, Li L, Zhang W, Wang Q, Li S (2018) Maize cob mechanical strength and its influence on kernel broken rate. Scientia Agricultura Sinica 51(10):1868–1877. https://doi.org/10.3864/j.issn.0578-1752.2018.10.006
Xue J, Wang K, Xie R, Gou L, Zhang W, Ming B, Hou P, LI S (2018b) Research Progress of Maize Lodging During Late Stage. entia Agricultura Sinica
Yang L, Tao H, Wang P (2012) Effect of planting density on plant growth and root morphology of maize. Chinese J Apppl Environ Biol 18(6):1009–1013. https://doi.org/10.3724/sp.j.1145.2012.01009
Zenk F, Loeser E, Schiavo R, Kilpert F, Bogdanović O, Iovino N (2017) Germ line-inherited H3K27me3 restricts enhancer function during maternal-to-zygotic transition. Science 357(6347):212–216
Zhang D, Sun W, Singh R, Zheng Y, Cao Z, Li M, Lunde C, Hake S, Zhang Z (2018) GRF-interacting factor1 regulates shoot architecture and meristem determinacy in maize. Plant Cell 30(2):360–374. https://doi.org/10.1105/tpc.17.00791
Zhang L (1991) On Breeding for Ideotype in maize. Jiangsu Agric Sci 1:45–48
Zhang L, Chen J (1991) Classification standard of maize plant type and its analysis. Jiangsu Agric Sci 5:30–31
Zhang X, Wang Z, Dong J, Dong F, Su J, Pang H, Zhang X (2010) Theoretical discussion on the related traits of maize hybrid Xianyu335. Chin Agric Sci Bull 26(16):95–98
Zhang X, Wang Z, Xie H, He G, Si S (2010) Progress in research on maize plant-type breeding. Seed 29(2):52–55
Zhu G, Wang S, Huang Z, Zhang S, Liao Q, Zhang C, Lin T, Qin M, Peng M, Yang C, Cao X, Han X, Wang X, van der Knaap E, Zhang Z, Cui X, Klee H, Fernie AR, Luo J, Huang S (2018) Rewiring of the fruit metabolome in tomato breeding. Cell 172(1–2):249–261. https://doi.org/10.1016/j.cell.2017.12.019
Acknowledgements
This study was supported financially by the Special Fund for Agro-scientific Research in the Public Interest (200903008-15) and the DUS Testing of New Varieties of Plants and Breeding of standard Varieties (201802). We thank anonymous Chinese breeders for granting opportunities to take photos of their hybrid materials and their significant comments on the manuscript. We thank editors and anonymous reviewers for comments and advices on the manuscript.
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QL. designed the work, performed the field observations and analysis of the morphology of maize plant and organs; LG. supported the research through project funds, LG., LX., DL., XZ. and CZ. contributed comments on the conception of the research and revised the manuscript. QL. wrote and edited the manuscript. All authors read and approved the final manuscript.
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Li, Q., Gao, L., Liu, D. et al. Novel insights of maize structural feature in China. Euphytica 217, 7 (2021). https://doi.org/10.1007/s10681-020-02742-3
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DOI: https://doi.org/10.1007/s10681-020-02742-3