Abstract
Achieving food sufficiency for the increasing population is a global concern in contemporary times. According to the latest world summit on food security, it is important to increase food production by more than 70% by 2050 to meet the demands of the growing population. Besides population increase, extreme weather events like floods, droughts, untimely rains and pest outbreaks due to climate change negatively affect agricultural productivity. Moreover, expanding human settlements have led to the shrinkage of available farmland. Under this scenario, newly emerging technologies in crop breeding like gene editing provide a tremendous potential for sustainable agriculture and food security. Different gene-editing techniques, including zinc finger, TALEN and the widely used CRISPR/Cas system, are worthy to note. These techniques are used both in plant and animal systems to breed for desirable agronomic traits, leading to increased crop yields, reduced use of chemical fertilisers and pesticides and increased resistance of crops to climatic stress, with decreased post-harvest losses.
Furthermore, understanding genetic diversity with the help of genome sequencing technology has led to identifying agronomically important traits for breeding purposes. The key catalysts for the current genomic revolution are developing next-generation DNA sequencing technology that recently crossed a $1000 human genome barrier. This technology revolutionises crop production as quickly as it revolutionised medicine. This enables the sequencing of several crop genomes and facilitates the association of genomic variation and agronomic characteristics, laying the groundwork for genomic-assisted breeding. Thus, genomics and precision breeding could act as a game-changer in achieving food security by improving traits of agriculturally important organisms.
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References
Ahmar, S., Gill, R. A., Jung, K. H., Faheem, A., Qasim, M. U., Mubeen, M., & Zhou, W. (2020). Conventional and molecular techniques from simple breeding to speed breeding in crop plants: Recent advances and future outlook. International Journal of Molecular Sciences, 21(7), 2590. https://doi.org/10.3390/ijms21072590.
Andersson, M., Turesson, H., Nicolia, A., Fält, A. S., Samuelsson, M., & Hofvander, P. (2017). Efficient targeted multiallelic mutagenesis in tetraploid potato (Solanum tuberosum) by transient CRISPR-Cas9 expression in protoplasts. Plant Cell Reports, 36(1), 117–128. https://doi.org/10.1007/s00299-016-2062-3.
Bailey-Serres, J., Parker, J. E., Ainsworth, E. A., Oldroyd, G. E. D., & Schroeder, J. I. (2019). Genetic strategies for improving crop yields. Nature, 575(7781), 109–118. https://doi.org/10.1038/s41586-019-1679-0.
Bevan, M. W., & Uauy, C. (2013). Genomics reveals new landscapes for crop improvement. Genome Biology, 14(6), 206. https://doi.org/10.1186/gb-2013-14-6-206.
Bitinaite, J., Wah, D. A., Aggarwal, A. K., & Schildkraut, I. (1998). FokI dimerisation is required for DNA cleavage. Proceedings of the National Academy of Sciences, 95(18), 10570–10575. https://doi.org/10.1073/pnas.95.18.10570.
Boch, J., & Bonas, U. (2010). Xanthomonas AvrBs3 family-type III effectors: Discovery and function. Annual Review of Phytopathology, 48, 419–436. https://doi.org/10.1146/annurev-phyto-080508-081936.
Boch, J., Scholze, H., Schornack, S., Landgraf, A., Hahn, S., Kay, S., … Bonas, U. (2009). Breaking the code of DNA binding specificity of TAL-type III effectors. Science, 326(5959), 1509–1512. https://doi.org/10.1126/science.1178811.
Carroll, D. (2011). Genome engineering with zinc-finger nucleases. Genetics, 188(4), 773–782. https://doi.org/10.1534/genetics.111.131433.
Chandrasekaran, J., Brumin, M., Wolf, D., Leibman, D., Klap, C., Pearlsman, M., … Gal-On, A. (2016). Development of broad virus resistance in non-transgenic cucumber using CRISPR/Cas9 technology. Molecular Plant Pathology, 17(7), 1140–1153. https://doi.org/10.1111/mpp.12375.
Chen, W., Qian, Y., Wu, X., Sun, Y., Wu, X., & Cheng, X. (2014). Inhibiting replication of begomoviruses using artificial zinc finger nucleases that target viral-conserved nucleotide motif. Virus Genes, 48(3), 494–501. https://doi.org/10.1007/s11262-014-1041-4.
Christian, M., Qi, Y., Zhang, Y., & Voytas, D. F. (2013). Targeted mutagenesis of Arabidopsis thaliana using engineered TAL effector nucleases. G3, 3(10), 1697–1705. https://doi.org/10.1534/g3.113.007104.
Cong, L., Ran, F. A., Cox, D., Lin, S., Barretto, R., Habib, N., … Zhang, F. (2013). Multiplex genome engineering using CRISPR/Cas systems. Science, 339(6121), 819–823. https://doi.org/10.1126/science.1231143.
Curtin, S. J., Zhang, F., Sander, J. D., Haun, W. J., Starker, C., Baltes, N. J., … Stupar, R. M. (2011). Targeted mutagenesis of duplicated genes in soybean with zinc-finger nucleases. Plant Physiology, 156(2), 466–473. https://doi.org/10.1104/pp.111.172981.
Curtin, S. J., Voytas, D. F., & Stupar, R. M. (2012). Genome engineering of crops with designer nucleases. Plant Genome, 5(2), 42–50. https://doi.org/10.3835/plantgenome2012.06.0008.
Eshed, Y., & Lippman, Z. B. (2019). Revolutions in agriculture chart a course for targeted breeding of old and new crops. Science, 366(6466). https://doi.org/10.1126/science.aax0025
Food and Agriculture Organization. (2019). The state of food security and nutrition in the world. Rome: Food and Agriculture Organization of the United Nations.
Friedrichs, S., Takasu, Y., Kearns, P., Dagallier, B., Oshima, R., Schofield, J., & Moreddu, C. (2019). Meeting report of the OECD conference on “Genome Editing: Applications in Agriculture-Implications for Health, Environment and Regulation”. Transgenic Research. Meeting report of the OECD conference on “genome editing: applications in agriculture—implications for health, environment and regulation”,, 28(3–4), 419–463. https://doi.org/10.1007/s11248-019-00154-1.
Galindo-González, L., Pinzón-Latorre, D., Bergen, E. A., Jensen, D. C., & Deyholos, M. K. (2015). Ion Torrent sequencing as a tool for mutation discovery in the flax (Linum usitatissimum L.) genome. Plant Methods, 11(1), 19. https://doi.org/10.1186/s13007-015-0062-x.
Gao, C. (2018). The future of CRISPR technologies in agriculture. Nature Reviews Molecular Cell Biology, 19(5), 275–276. https://doi.org/10.1038/nrm.2018.2.
Garcia Ruiz, M. T., Knapp, A. N., & Garcia-Ruiz, H. (2018). Profile of genetically modified plants authorised in Mexico. GM Crops and Food, 9(3), 152–168. https://doi.org/10.1080/21645698.2018.1507601.
Gilles, A. F., & Averof, M. (2014). Functional genetics for all: Engineered nucleases, CRISPR and the gene editing revolution. EvoDevo, 5(1), 43. https://doi.org/10.1186/2041-9139-5-43.
Graham, D. B., & Root, D. E. (2015). Resources for the design of CRISPR gene editing experiments. Genome Biology, 16(1), 260. https://doi.org/10.1186/s13059-015-0823-x.
Grohmann, L., Keilwagen, J., Duensing, N., Dagand, E., Hartung, F., Wilhelm, R., … Sprink, T. (2019). Detection and identification of genome editing in plants: Challenges and opportunities. Frontiers in Plant Science, 10, 236. https://doi.org/10.3389/fpls.2019.00236.
Gupta, M., DeKelver, R. C., Palta, A., Clifford, C., Gopalan, S., Miller, J. C., … Petolino, J. F. (2012). Transcriptional activation of Brassica napus beta-ketoacyl-ACP synthase II with an engineered zinc finger protein transcription factor. Plant Biotechnology Journal, 10(7), 783–791. https://doi.org/10.1111/j.1467-7652.2012.00695.x.
Haft, D. H., Selengut, J., Mongodin, E. F., & Nelson, K. E. (2005). A guild of 45 CRISPR-associated (Cas) protein families and multiple CRISPR/Cas subtypes exist in prokaryotic genomes. PLoS Computational Biology, 1(6), e60. https://doi.org/10.1371/journal.pcbi.0010060.
Haun, W., Coffman, A., Clasen, B. M., Demorest, Z. L., Lowy, A., & Ray, E. (2014). Improved soybean oil quality by targeted mutagenesis of the fatty acid desaturase 2 gene family. Plant Biotechnology Journal, 12(7), 934–940. https://doi.org/10.1111/pbi.12201.
Hickey, L. T., Hafeez, A. N., Robinson, H., Jackson, S. A., Leal-Bertioli, S. C. M., Tester, M., … Wulff, B. B. H. (2019). Breeding crops to feed 10 billion. Nature Biotechnology, 37(7), 744–754. https://doi.org/10.1038/s41587-019-0152-9.
Holme, I. B., Gregersen, P. L., & Brinch-Pedersen, H. (2019). Induced genetic variation in crop plants by random or targeted mutagenesis: Convergence and differences. Frontiers in Plant Science, 10, 1468. https://doi.org/10.3389/fpls.2019.01468.
Hribova, E., Neumann, P., Macas, J., & Dolezel, J. (2009). Analysis of genome structure and organisation in banana (Musa acuminata) using. In Plant and animal genomes XVII. San Diego, CA, 454 sequencing.
Hsu, P. D., Scott, D. A., Weinstein, J. A., Ran, F. A., Konermann, S., & Agarwala, V. (2013). DNA targeting specificity of RNA-guided Cas9 nucleases. Nature Biotechnology, 31(9), 827–832. https://doi.org/10.1038/nbt.2647.
Hsu, P. D., Lander, E. S., & Zhang, F. (2014). Development and applications of CRISPR-Cas9 for genome engineering. Cell, 157(6), 1262–1278. https://doi.org/10.1016/j.cell.2014.05.010.
Jia, H., Zhang, Y., Orbović, V., Xu, J., White, F. F., Jones, J. B., & Wang, N. (2017). Genome editing of the disease susceptibility gene CsLOB1 in citrus confers resistance to citrus canker. Plant Biotechnology Journal, 15(7), 817–823. https://doi.org/10.1111/pbi.12677.
Jiang, W. Z., Henry, I. M., Lynagh, P. G., Comai, L., Cahoon, E. B., & Weeks, D. P. (2017). Significant enhancement of fatty acid composition in seeds of the allohexaploid, Camelina sativa, using CRISPR/Cas9 gene editing. Plant Biotechnology Journal, 15(5), 648–657. https://doi.org/10.1111/pbi.12663.
Kc, S., & Lutz, W. (2017). The human core of the shared socioeconomic pathways: Population scenarios by age, sex and level of education for all countries to 2100. Global Environmental Change: Human and Policy Dimensions, 42, 181–192. https://doi.org/10.1016/j.gloenvcha.2014.06.004.
Li, J. F., Norville, J. E., Aach, J., McCormack, M., Zhang, D., Bush, J., … Sheen, J. (2013). Multiplex and homologous recombination–mediated genome editing in Arabidopsis and Nicotiana benthamiana using guide RNA and Cas9. Nature Biotechnology, 31(8), 688–691. https://doi.org/10.1038/nbt.2654.
Liang, Z., Zhang, K., Chen, K., & Gao, C. (2014). Targeted mutagenesis in Zea mays using TALENs and the CRISPR/Cas system. Journal of Genetics and Genomics, 41(2), 63–68. https://doi.org/10.1016/j.jgg.2013.12.001.
Lor, V. S., Starker, C. G., Voytas, D. F., Weiss, D., & Olszewski, N. E. (2014). Targeted mutagenesis of the tomato PROCERA gene using transcription activator-like effector nucleases. Plant Physiology, 166(3), 1288–1291. https://doi.org/10.1104/pp.114.247593.
Mali, P., Yang, L., Esvelt, K. M., Aach, J., Guell, M., DiCarlo, J. E., … Church, G. M. (2013). RNA-guided human genome engineering via Cas9. Science, 339(6121), 823–826. https://doi.org/10.1126/science.1232033.
Metzker, M. L. (2010). Sequencing technologies—The next generation. Nature Reviews. Genetics, 11(1), 31–46. https://doi.org/10.1038/nrg2626.
Miao, J., Guo, D., Zhang, J., Huang, Q., Qin, G., Zhang, X., … Qu, L. J. (2013). Targeted mutagenesis in rice using CRISPR-Cas system. Cell Research, 23(10), 1233–1236. https://doi.org/10.1038/cr.2013.123.
Morgante, M., & Salamini, F. (2003). From plant genomics to breeding practice. Current Opinion in Biotechnology, 14(2), 214–219. https://doi.org/10.1016/s0958-1669(03)00028-4.
Nekrasov, V., Staskawicz, B., Weigel, D., Jones, J. D., & Kamoun, S. (2013). Targeted mutagenesis in the model plant Nicotiana benthamiana using Cas9 RNA-guided endonuclease. Nature Biotechnology, 31(8), 691–693. https://doi.org/10.1038/nbt.2655.
Nekrasov, V., Wang, C., Win, J., Lanz, C., Weigel, D., & Kamoun, S. (2017). Rapid generation of a transgene-free powdery mildew resistant tomato by genome deletion. Scientific Reports, 7(1), 482. https://doi.org/10.1038/s41598-017-00578-x.
Ortigosa, A., Gimenez-Ibanez, S., Leonhardt, N., & Solano, R. (2018). Design of a bacterial speck resistant tomato by CRISPR/Cas9-mediated editing of s.l. JAZ 2. Plant Biotechnology Journal, 17(3), 665–673. https://doi.org/10.1111/pbi.13006.
Osakabe, K., Osakabe, Y., & Toki, S. (2010). Site-directed mutagenesis in Arabidopsis using custom-designed zinc finger nucleases. Proceedings of the National Academy of Sciences of the United States of America, 107(26), 12034–12039. https://doi.org/10.1073/pnas.1000234107.
Pérez-de-Castro, A. M., Vilanova, S., Cañizares, J., Pascual, L., Blanca, J. M., … Picó, B. (2012). Application of genomic tools in plant breeding. Current Genomics, 13(3), 179–195. https://doi.org/10.2174/138920212800543084.
Puchta, H., & Fauser, F. (2013). Gene targeting in plants: 25 years later. International Journal of Developmental Biology, 57(6–8), 629–637. https://doi.org/10.1387/ijdb.130194hp.
Qi, Y., Li, X., Zhang, Y., Starker, C. G., Baltes, N. J., Zhang, F., … Voytas, D. F. (2013a). Targeted deletion and inversion of tandemly arrayed genes in Arabidopsis thaliana using zinc finger nucleases. G3, 3(10), 1707–1715. https://doi.org/10.1534/g3.113.006270.
Qi, Y., Zhang, Y., Zhang, F., Baller, J. A., Cleland, S. C., Ryu, Y., … Voytas, D. F. (2013b). Increasing frequencies of site-specific mutagenesis and gene targeting in Arabidopsis by manipulating DNA repair pathways. Genome Research, 23(3), 547–554. https://doi.org/10.1101/gr.145557.112.
Ronaghi, M., Karamohamed, S., Pettersson, B., Uhlén, M., & Nyrén, P. (1996). Real-time DNA sequencing using detection of pyrophosphate release. Analytical Biochemistry, 242(1), 84–89. https://doi.org/10.1006/abio.1996.0432.
Rothberg, J. M., Hinz, W., Rearick, T. M., Schultz, J., Mileski, W., Davey, M., … Bustillo, J. (2011). An integrated semiconductor device enabling non-optical genome sequencing. Nature, 475(7356), 348–352. https://doi.org/10.1038/nature10242.
Scheffler, B. E., Kuhn, D. N., Motamayor, J. C., & Schnell, R. J. (2009). Efforts towards sequencing the Cacao genome (Theobroma cacao). In Plant and animal genomes XVII. San Diego, CA.
Schindele, A., Dorn, A., & Puchta, H. (2020). CRISPR/Cas brings plant biology and breeding into the fast lane. Current Opinion in Biotechnology, 61, 7–14. https://doi.org/10.1016/j.copbio.2019.08.006.
Sera, T. (2005). Inhibition of virus DNA replication by artificial zinc finger proteins. Journal of Virology, 79(4), 2614–2619. https://doi.org/10.1128/JVI.79.4.2614-2619.2005.
Shan, Q., Wang, Y., Li, J., Zhang, Y., Chen, K., Liang, Z., … Gao, C. (2013a). Targeted genome modification of crop plants using a CRISPR-Cas system. Nature Biotechnology, 31(8), 686–688. https://doi.org/10.1038/nbt.2650.
Shan, Q., Wang, Y., Chen, K., Liang, Z., Li, J., Zhang, Y., … Gao, C. (2013b). Rapid and efficient gene modification in rice and Brachypodium using TALENs. Molecular Plant, 6(4), 1365–1368. https://doi.org/10.1093/mp/sss162.
Shimatani, Z., Kashojiya, S., Takayama, M., Terada, R., Arazoe, T., Ishii, H., … Kondo, A. (2017). Targeted base editing in rice and tomato using a CRISPR-Cas9 cytidine deaminase fusion. Nature Biotechnology, 35(5), 441–443. https://doi.org/10.1038/nbt.3833.
Shukla, V. K., Doyon, Y., Miller, J. C., DeKelver, R. C., Moehle, E. A., Worden, S. E., … Urnov, F. D. (2009). Precise genome modification in the crop species Zea mays using zinc-finger nucleases. Nature, 459(7245), 437–441. https://doi.org/10.1038/nature07992.
Smith, J., Bibikova, M., Whitby, F. G., Reddy, A. R., Chandrasegaran, S., & Carroll, D. (2000). Requirements for double-strand cleavage by chimeric restriction enzymes with zinc finger DNA-recognition domains. Nucleic Acids Research, 28(17), 3361–3369. https://doi.org/10.1093/nar/28.17.3361.
Smyth, S. J. (2017). Canadian regulatory perspectives on genome engineered crops. GM Crops and Food, 8(1), 35–43. https://doi.org/10.1080/21645698.2016.1257468.
Stein, N. (2009). Barley genome sequencing: First steps. In Plant and animal genomes XVII. San Diego, CA.
Swaminathan, K., Varala, K., Moose, S. P., Rokhsar, D., Ming, R., & Hudson, M. E. (2009). A genome survey of Miscanthus Giganteus. In Plant and animal genomes XVII. San Diego, CA.
Takenaka, K., Koshino-Kimura, Y., Aoyama, Y., & Sera, T. (2007). Inhibition of tomato yellow leaf curl virus replication by artificial zinc-finger proteins. Nucleic Acids Symposium Series, 51(51), 429–430. https://doi.org/10.1093/nass/nrm215.
Tester, M., & Langridge, P. (2010). Breeding technologies to increase crop production in a changing world. Science, 327(5967), 818–822. https://doi.org/10.1126/science.1183700.
Townsend, J. A., Wright, D. A., Winfrey, R. J., Fu, F., Maeder, M. L., Joung, J. K., & Voytas, D. F. (2009). High-frequency modification of plant genes using engineered zinc-finger nucleases. Nature, 459(7245), 442–445. https://doi.org/10.1038/nature07845.
Tuberosa, R., Graner, A., & Varshney, R. K. (2011). Genomics of plant genetic resources: An introduction. Plant Genetic Resources, 9(2), 151–154. https://doi.org/10.1017/S1479262111000700.
Velasco, R. (2009). The golden delicious apple genome: An international whole genome sequencing initiative. In Plant and animal genomes XVII. San Diego, CA.
Velasco, R., Zharkikh, A., Troggio, M., Salvi, S., & Pindo, M. (2009). Apple genome sequencing and post-genomic program at IASMA research center. In Plant and animal genomes, XVII. San Diego, CA.
Waltz, E. (2016a). Gene-edited CRISPR mushroom escapes US regulation. Nature, 532(7599), 293. https://doi.org/10.1038/nature.2016.19754.
Waltz, E. (2016b). CRISPR-edited crops free to enter market, skip regulation. Nature Biotechnology, 34(6), 582. https://doi.org/10.1038/nbt0616-582.
Wang, Y., Cheng, X., Shan, Q., Zhang, Y., Liu, J., Gao, C., & Qiu, J. L. (2014). Simultaneous editing of three homoeoalleles in hexaploid bread wheat confers heritable resistance to powdery mildew. Nature Biotechnology, 32(9), 947–951. https://doi.org/10.1038/nbt.2969.
Wang, F., Wang, C., Liu, P., Lei, C., Hao, W., Gao, Y., … Zhao, K. (2016). Enhanced rice blast resistance by CRISPR/Cas9-targeted mutagenesis of the ERF transcription factor gene OsERF922. PLoS One, 11(4), e0154027. https://doi.org/10.1371/journal.pone.0154027.
Wendt, T., Holm, P. B., Starker, C. G., Christian, M., Voytas, D. F., Brinch-Pedersen, H., & Holme, I. B. (2013). TAL effector nucleases induce mutations at a pre-selected location in the genome of primary barley transformants. Plant Molecular Biology, 83(3), 279–285. https://doi.org/10.1007/s11103-013-0078-4.
Whelan, A. I., & Lema, M. A. (2015). Regulatory framework for gene editing and other new breeding techniques (NBTs) in Argentina. GM Crops and Food, 6(4), 253–265. https://doi.org/10.1080/21645698.2015.1114698.
Wicker, T., Schlagenhauf, E., Graner, A., Close, T. J., Keller, B., & Stein, N. (2006). 454 Sequencing put to the test using the complex genome of barley. BMC Genomics, 7, 275. https://doi.org/10.1186/1471-2164-7-275.
Wilkins, T. A., Mudge, J., Abidi, N., Allen, R., & Auld, D. (2009). The sequencing and resequencing of cotton. In Plant and animal genomes XVII. San Diego, CA.
Zaidi, S. S. E. A., Vanderschuren, H., Qaim, M., Mahfouz, M. M., Kohli, A., Mansoor, S., & Tester, M. (2019). New plant breeding technologies for food security. Science, 363(6434), 1390–1391. https://doi.org/10.1126/science.aav6316.
Zhang, F., Maeder, M. L., Unger-Wallace, E., Hoshaw, J. P., Reyon, D., Christian, M., … Voytas, D. F. (2010). High frequency targeted mutagenesis in Arabidopsis thaliana using zinc finger nucleases. Proceedings of the National Academy of Sciences of the United States of America, 107(26), 12028–12033. https://doi.org/10.1073/pnas.0914991107.
Zhang, Y., Zhang, F., Li, X., Baller, J. A., Qi, Y., Starker, C. G., … Voytas, D. F. (2013). Transcription activator-like effector nucleases enable efficient plant genome engineering. Plant Physiology, 161(1), 20–27. https://doi.org/10.1104/pp.112.205179.
Zhang, H., Gou, F., Zhang, J., Liu, W., Li, Q., Mao, Y., … Zhu, J. K. (2016). TALEN-mediated targeted mutagenesis produces a large variety of heritable mutations in rice. Plant Biotechnology Journal, 14(1), 186–194. https://doi.org/10.1111/pbi.12372.
Zhang, Y., Bai, Y., Wu, G., Zou, S., Chen, Y., Gao, C., & Tang, D. (2017). Simultaneous modification of three homoeologs of Ta EDR 1 by genome editing enhances powdery mildew resistance in wheat. Plant Journal: For Cell and Molecular Biology, 91(4), 714–724. https://doi.org/10.1111/tpj.13599.
Zhang, Y., Li, D., Zhang, D., Zhao, X., Cao, X., Dong, L., … Wang, D. (2018). Analysis of the functions of Ta GW 2 homoeologs in wheat grain weight and protein content traits. Plant Journal: For Cell and Molecular Biology, 94(5), 857–866. https://doi.org/10.1111/tpj.13903.
Zhou, J., Peng, Z., Long, J., Sosso, D., Liu, B., Eom, J. S., … Yang, B. (2015). Gene targeting by the TAL effector PthXo2 reveals cryptic resistance gene for bacterial blight of rice. Plant Journal: For Cell and Molecular Biology, 82(4), 632–643. https://doi.org/10.1111/tpj.12838.
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Haq, A.U., Lone, M.L., Farooq, S., Parveen, S., Altaf, F., Tahir, I. (2022). The Use of Genomics and Precise Breeding to Genetically Improve the Traits of Agriculturally Important Organisms. In: Bandh, S.A. (eds) Sustainable Agriculture. Springer, Cham. https://doi.org/10.1007/978-3-030-83066-3_10
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