Application of CRISPR/Cas9 Genome Editing Technology for the Improvement of Crops Cultivated in Tropical Climates: Recent Progress, Prospects, and Challenges
- 1Department of Biotechnology, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, Bangladesh
- 2Institute of Genetics and Animal Breeding of the Polish Academy of Sciences, Jastrzębiec, Poland
- 3Division of Genetics, Genomics and Development School of Biosciences, The University of Melbourne, Melbourne, VIC, Australia
- 4Department of Genetics and Plant Breeding, Patuakhali Science and Technology University, Patuakhali, Bangladesh
- 5National Research Council of Canada, Saskatoon, SK, Canada
- 6Department of Biotechnology and Genetic Engineering Jahangirnagar University Savar, Dhaka, Bangladesh
- 7National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
- 8Extension Service, West Virginia University, Morgantown, WV, United States
The world population is expected to increase from 7.3 to 9.7 billion by 2050. Pest outbreak and increased abiotic stresses due to climate change pose a high risk to tropical crop production. Although conventional breeding techniques have significantly increased crop production and yield, new approaches are required to further improve crop production in order to meet the global growing demand for food. The Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/Cas9 (CRISPR-associated protein9) genome editing technology has shown great promise for quickly addressing emerging challenges in agriculture. It can be used to precisely modify genome sequence of any organism including plants to achieve the desired trait. Compared to other genome editing tools such as zinc finger nucleases (ZFNs) and transcriptional activator-like effector nucleases (TALENs), CRISPR/Cas9 is faster, cheaper, precise and highly efficient in editing genomes even at the multiplex level. Application of CRISPR/Cas9 technology in editing the plant genome is emerging rapidly. The CRISPR/Cas9 is becoming a user-friendly tool for development of non-transgenic genome edited crop plants to counteract harmful effects from climate change and ensure future food security of increasing population in tropical countries. This review updates current knowledge and potentials of CRISPR/Cas9 for improvement of crops cultivated in tropical climates to gain resiliency against emerging pests and abiotic stresses.
Population growth, climate change, and food shortage are some of the threatening current issues for the world community. World population is growing rapidly and is projected to reach 9.7 billion by 2050 (Clarke and Zhang, 2013). The rate of population growth is higher in the tropical countries than the countries in temperate regions. Seven among the nine countries where more than 50% population growth are expected between now and 2050 are in the tropical region. These countries are India, Nigeria, Democratic Republic of the Congo, Ethiopia, United Republic of Tanzania, Indonesia and Uganda. It has been estimated that Nigeria will be the largest country in terms of population after India and China by 2050 (Campos and Caligari, 2017). More than two third of the people who are in extreme poverty live in tropical countries. The ability to feed this rapidly growing population in the tropical region will soon become a critical issue that will need to be addressed by the society. This situation will be exacerbated due to decrease in available arable land coupled with reduced crop yields that are both predicted to arise from the climate change. For instance, the International Rice Research Institute (IRRI) has estimated that one hectare of cultivable land is lost every 7.7 s, and the rate of loss may accelerate with increased global temperatures (Stamm et al., 2011). Climate change not only affects crop production through altered weather patterns, but also via increased environmental stresses such as soil salinity, drought and emergence of new disease and insect-pests. To keep up with the pace of population growth, it has recently been estimated that food production will need to be increased by 50% by 2030 and by 70–100% by 2050 for a well-fed world population (Godfray et al., 2010; Jones et al., 2014). To meet this predicted demand, crop varieties with higher yield, better adaptability to the changing climate as well as more tolerant to biotic and abiotic stresses will need to be developed in the next decade on an urgent basis.
Unfortunately, crop research and development, particularly crop genetics which has been focused on only a few crops such as wheat and maize which are historically grown in the temperate regions of the world, mainly Europe, North America and Central Asia. Despite enhancement of crop yield potential via conventional breeding methods like hybridization and mutation breeding, the actual crop yield seems to be approaching a plateau in recent decades (Mann, 1999; Ansari et al., 2017). Moreover, yield stagnation has been reported in some of the world's most intensive cropping systems such as rice in East Asia, maize in South Europe and wheat in Northwest Europe. One way of overcoming the limitations of the conventional breeding technologies is the use of biotechnology in crop improvement.
In recent years, sequence-specific genome editing technologies were found to be useful tools for crop improvement (Georges and Ray, 2017). In particular, the clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein9 (Cas9) genome editing technology (CRISPR/Cas9)1 has so far shown the greatest promise for addressing emerging challenges in agriculture. The details of CRISPR/Cas9 technology are described and illustrated in some recent reviews (Sander and Joung, 2014; Westra et al., 2014; Bortesi and Fischer, 2015; Ma et al., 2016; Musunuru, 2017). This technology can be used to modify almost any genomic sequence to achieve desired traits in organisms including plants, with the only known limitation being the availability of the protospacer adjacent motif (PAM) sequence. Compared to other genome editing tools such as zinc finger nucleases (ZFNs) and transcriptional activator-like effector nucleases (TALENs), CRISPR/Cas9 is easier, more cost-effective, precise and is highly efficient even at multiplex genome editing (Wang M. et al., 2018). Applications of CRISPR/Cas9 in genome editing of plants is one of the most rapidly emerging technologies in biosciences. More importantly, the CRISPR/Cas9 is becoming a user-friendly tool for development of non-transgenic genome edited crop plants to cope up with changing climate and ensure future food security. This review updates our current knowledge and potentials of CRISPR/Cas9 for improvement of crops cultivated in tropical climates to gain resiliency against emerging pests and abiotic stresses. The purpose of this review is to provide updated information on the use of CRISPR/Cas9 in improvement of tropical crops as well as crops that are cultivated in tropical climate such as rice and wheat. In addition, we also focus on how CRISPR/Cas9 can be applied to improve crops that are better adapted to changing climate, emerging diseases, and improve product quality and address challenges pertaining to tropical crops.
Progress of CRISPR/Cas9 Technology in Improvement of Tropical Crops
Emerging evidences are showing rapid expansion of CRISPR/Cas9 in a variety of field including agriculture. This section updates and highlights the application of CRISPR/Cas9 technology in improvement of tropical crops. Genome editing at target sites by specific nucleases has shown great promise for improvement of crop plants to meet the growing global demands of food. This technology offers an opportunity for biotechnologists to develop a sustainable and prolific agricultural system in terms of improving yield, abiotic stress tolerance, enhancing resistance to diseases and pests, and modification of plants for product quality. In the past, crop plants have been modified by conventional and modified plant breeding methods. These techniques are falling out of favor due to the requirement of longer time, problems of compatibility among the species, and the ever diminishing genetic variation of plants (Chen and Gao, 2014). In this regard, crop improvement requires genome editing with CRISPR/Cas9 technology to modify plant traits or add novel characteristics within a short period of time (Zhang and Zhou, 2014). Currently, CRISPR/Cas9 is also being used to produce site specific mutagenesis or targeted transcriptional regulation in several tropical crops. Meanwhile, CRISPR/Cas9 technology have been used in many crop plants cultivated in the tropical regions. The trends of application of the CRISPR/Cas9 technology for improvement of crop plants in tropical climates within the last 5 years are phenomenal, and it indicates a rapid large-scale application of it in addressing emerging challenges in production of crops in tropical climates.
Improving Yields and Quality of Crops Cultivated in Tropical Regions Using CRISPR Technology
Crop yields are becoming increasingly vulnerable due to adverse climatic changes and deterioration of air quality and health of soils. To improve crop yield in the changing climate, scientists are looking for ways to engineer plants that can survive harsh and unpredictable environments and yield more. To achieve these targets, investigating the potential CRISPR/Cas9 to boost crop yields is becoming intense. By using CRISPR/Cas9 technology, a group of scientists at Cold Spring Harbor Laboratory (CSHL) precisely engineered the promoter sequence of quantitative genes in tomato (Rodríguez-Leal et al., 2017). By making small changes in the promoter regions in genes that control quantitative traits such as LOCULE NUMBER (control fruit shape and size), FASCINATED (responsible for large fruit size), COMPOUND INFLORESCENCE (control flower proliferation) and SELF PRUNING (control flowering time and hence growth habit) in tomato, researchers generated a wide range of new alleles that improved fruit shape, size as well as plant architecture (Rodríguez-Leal et al., 2017). This study demonstrates that CRISPR/Cas9 can be used to generate novel variations in plants where naturally existing variations are not available or has been greatly diminished. In rice, Xu et al. (2016) simultaneously mutated three genes (GW2, GW5, TGW6) that negatively regulate seed size. By mutating these genes in rice, they were able to increase seed size significantly (up to 30% in triple mutants). The CRISPR/Cas9-mediated mutation of CLVTA3 genes in Brassica napus has resulted in higher seed number per silique as well as increased grain weight. Wang W. et al. (2018) recently applied CRISPR/Cas9 to increase the seed size in wheat. They knocked out the function of all homeologs of TaGW2, a gene which is known as negative regulator of seed size. Similarly, transgene-free low-gluten wheat has recently been engineered with CRISPR/Cas9 by Sánchez-León et al. (2018). Previous studies have shown that functionally active TaGW2 gene of A genome negatively regulate grain weight and width (Su et al., 2011; Yang et al., 2012; Hong et al., 2014; Jaiswal et al., 2015; Simmonds et al., 2016) as well as grain length (Yang et al., 2012; Simmonds et al., 2016). When functionally active copies of TaGW2 were mutated from the A, B and D genomes, the total grain weight (27.7%), grain width (10.9%), and grain length (6.1%) were significantly increased (Wang W. et al., 2018). This result shows that CRISPR/Cas9 can successfully be applied to engineer plants for higher yields. It would be interesting to see whether mutation of orthologous copies of TaGW2 in rice or maize changes in the size and weight of seeds. These success stories indicate that CRISPR/Cas9 has high promise for the improvement of various traits of crop plants. It is expected that application of CRISPR/Cas9 in crops cultivated in tropical regions will significantly improve yield in near future and will be the key tool for plant biotechnologists to engineer crop plants for ensuring greatly demanding food security.
In addition to increase yield, CRISPR/Cas9 has also been used to improve quality of crops cultivated in tropical climates. Carotenoids play an important role in many physiological processes in plants and the phytoene desaturase genes encode important enzymes in the carotenoid biosynthesis pathway. Phytoene desaturase genes, RAS-PDS1 and RAS-PDS2 were recently mutated by the application of CRISPR/Cas9 with a 59% success rate in bananas (Kaur et al., 2018). This finding indicates that CRISPR/Cas9 can be used for the modification of quality of bananas, and a further improvement may just be on the horizon. Cassava is one of the most studied tropical crops and is an essential source of energy in tropical regions. Using CRISPR/Cas9 technology, MePDS mutants were generated in cassava, which exhibited albino or partial albino at cotyledonary-stage somatic embryos (Odipio et al., 2017). This phenotype was observed in over 95% of the mutant cassava. More importantly, the somatic embryo lines successfully produced plantlets with the mutations (22–47% success rate; Odipio et al., 2017). These findings suggest that CRISPR/Cas9 could be applied for the targeted improvement of this important tropical food crop. On the other hand, several groups were successful in generating mutations or deletions in one of the tropical cash crops, cotton with the target of MYB25, GFP, GhVP, GhCLA1, or GhARG genes (Chen X. et al., 2017; Janga et al., 2017; Li C. et al., 2017; Wang P. et al., 2017; Wang Y. et al., 2017). Gao and co-workers also demonstrated that GhPDS and GhEF1 are targeted easily by CRISPR-mediated multiple mutations (Gao et al., 2017), supporting the idea that modification of several functions of cotton (or other tropical crops) at a time is possible, and thus attain a greater variety of options for the quality management and resistance to external stresses. Therefore, CRISPR/Cas9 could be used as an effective tool for the improvement of tropical crops and more success stories are expected to come soon.
Development of Abiotic Stress Tolerant Crop Plants in the Tropics by CRISPR/Cas9
Abiotic stresses such as soil salinity, drought, heat stress etc. are now major threats to crop production that significantly limit yield of crops worldwide. The effect of these stresses is more severe in the tropical region than the temperate. One of the major abiotic stresses in tropical countries is high temperature. Global warming worsens the effect triggering several other types of abiotic stresses including drought. Drought is also another major abiotic stresses limiting crop production worldwide. The phytohormone ethylene is well-known to govern plant response to various abiotic stresses including drought (Kawakami et al., 2010) and heat (Hays et al., 2007).
Recently, it has been reported that 21 KUP genes in cassava are upregulated after exposure to several abiotic stresses including salt, osmosis, cold, drought, and H2O2. It was also found that differences in cassava genotypes influenced drought resistance through differential expression of KUP genes (Ou et al., 2018). A genome-wide study has revealed that MAPKKK genes play important roles in the tissue development of cassava and its resistance to drought stress (Ye et al., 2017). African oil palm is an important source of oil in tropical countries, which is highly sensitive to cold weather but has good resistance to salt and drought. It was found that EgWRKY genes of oil palm had showed tissue-specific expression patterns with higher levels under cold stress. It is now well recognized that almost all the EgWRKY genes are upregulated under abiotic stresses, and the authors suggest that the expression of EgWRKY genes in African oil palm play important roles in the responses to abiotic stresses (Xiao et al., 2017). Although CRISPR/Cas9 has not yet been applied for the improvement of most of the tropical crops, opportunity does exist to apply the technology for genetic modification of numerous tropical crops to increase yield and improve product quality, abiotic stress tolerance, and enhancing the resistance to destructive diseases and pests.
CRISPR/Cas9 Genome Editing for Addressing Emerging Diseases and Pests in Crops Cultivated in Tropical Regions
Crop diseases caused by fungi, bacteria, oomycetes, viruses, and other microorganisms have increased in frequency in recent years and are enduring threat to global food security (Fisher et al., 2012). Emerging plant diseases are increasingly recognized as an important component of worldwide threat to food security. Despite modern agricultural practices, diseases of major food crops are responsible up to 15% pre-harvest yield losses. Various insect pests also cause significant crop losses worldwide. The CRISPR/Cas9-mediated genome editing technology has opened a new opportunity for rapid development of disease resistant crop varieties by either stacking of disease resistant (R) gene(s) or disruption/deletion of susceptibility (S) genes. Some success stories of CRISPR/Cas9-mediated genome editing for fungal, bacterial and viral disease resistant crop plants are reviewed in this section with a brief discussion on further potential use of this technology (Table 1).
Table 1. Some examples of CRISPR/Cas9-mediated genome editing in crop plants cultivated in the tropical climates for development of tolerance to abiotic and biotic stresses.
Rice is one of the most cultivated cereal crops in the tropical climate and it suffers from various diseases such as blast which can cause significant yield losses worldwide. Blast disease, caused by the filamentous fungus Magnaporthe oryzae, is considered as one of the deadliest rice diseases that has recently expanded its host range to other cereal crops such as wheat, barley, oat and millet (Sakulkoo et al., 2018). This disease is destroying food supplies to the extent that the lost production could feed hundreds of millions of people. Increased global trade, climate change, and the propensity of this pathogen to occasionally jump from one grass host to another, have resulted in increased incidence of blast diseases (Inoue et al., 2017). Wang and colleagues have developed mutagenized rice lines possessing enhanced blast resistance using CRISPR/Cas9 technology (Wang et al., 2016). They engineered the CRISPR/Cas9 vector (pC-ERF922) to target the rice OsERF922 gene, which negatively regulates blast resistance of rice (Liu et al., 2012). In this process, pC-ERF922 was delivered into calli derived from seeds of blast susceptible rice variety Kuiku131 by Agrobacterium-mediated transformation with a mutagenic frequency of 42.0% in T0 transgenic plants. Edited plants that harbored the desired modification in the OsERF922 were identified in the T1 and T2 segregating populations. The edited lines showed significantly enhanced blast resistance compared with wild-type. This study provided a successful example of improving PTI to enhance rice blast resistance using CRISPR/Cas9. Similarly, disruption of rice bacterial blight susceptibility genes, OsSWEET11 and OsSWEET14 using CRISPR/Cas9 has been achieved (Jiang et al., 2013). Recently, Ma et al. (2017) used CRISPR/Cas9 to knockout the function of OsSEC3A gene in rice and demonstrated that rice plant that lacks a functional copy of OsSEC3A provide better defense response as well as enhanced resistance to the fungal pathogen Magnaporthe oryzae, which causes rice blast disease.
Wheat is another important crop which is also widely cultivated in tropical areas. Wheat is a critical staple food providing 20% of the calories and over 25% of the protein consumed by humans (FAOSTAT, 2017; http://faostat.fao.org). Like rice, the wheat crop is susceptible to various diseases including blast. Wheat blast is a fearsome fungal disease caused by the Triticum pathotype of M. oryzae (MoT), which has been posing serious threat to wheat production since its first emergence in Paraná State of Brazil in 1985 (Igarashi et al., 1986; Kohli et al., 2011). In February 2016, an outbreak of wheat blast occurred in eight districts of Bangladesh, for the first time outside of South America (Callaway, 2016; Islam et al., 2016). It devastated more than 15,000 hectares of wheat with yield loss up to 100%. Within a year, it spread to new areas in Bangladesh and also in West Bengal of India (Bhattacharya and Pal, 2017). The Mexico-headquartered International Maize and Wheat Improvement Centre (CIMMYT) has reported that the consequences of a wider outbreak of the disease in South Asia could be devastating to a region of 300 million undernourished people whose inhabitants consume over 100 million tons of wheat each year (Collis et al., 2016). Considering the existing favorable environments for MoT in many countries in Asia, Africa and some states in the USA and also due to climate change, we fear that this worrisome enemy of major food crops may introduce and spread to the new wheat growing areas in future.
The ability of this blast fungus to evolve into new races is responsible for the limited success in controlling through breeding for resistance (Valent et al., 1991; Strange and Scott, 2005). Resistant resources against MoT are limited. The spread of the pathogen to some of the world leading wheat growing Asian countries such as India, Pakistan, and China could be catastrophic (Index Islam et al., 2016; Mundi, 2016). Mutation of genes associated with blast disease susceptibility (S-genes) may lead to enhanced wheat blast resistance. This strategy is emerging as an alternative to the “standard” plant breeding approach of introgressing major disease resistance (R-genes) (van Schie and Takken, 2014). It seems a practical proposition because of the development of genome editing methods that can be applied to cereal crops and which can simultaneously mutate all copies of the gene in polyploid genomes (Shan et al., 2014; Wang et al., 2014; Zhang et al., 2016; Sánchez-León et al., 2018). Over the years of research, it has been apparent that there are genes associated with enhanced susceptibility to rice blast disease. These represent a variety of gene functions which appear to be negative regulators of plant immunity responses, or which encode host proteins that are required by pathogens to help facilitate their entry and spread within plant tissue. A classic example of a susceptibility factor acting in this way is the barley Mlo locus, which is widely deployed as a recessive disease resistance gene (Büschges et al., 1997). When these genes are mutated, they lead to increase resistance to the disease. More than twenty rice S-genes (e.g., OsRAC4/5/B, OsWAK112d, OsMAPK5, OsWRKY28/76, OsERF922, OsGF14b, SPL11, OB-fold gene, OsPLDbeta1, and OsSSI2) have been characterized (Xiong and Yang, 2003; Zeng et al., 2004; Jung et al., 2006; Vega-Sánchez et al., 2008; Yara et al., 2008; Jiang et al., 2009; Yamaguchi et al., 2009; Chen et al., 2010; Delteil et al., 2012, 2016; Grand et al., 2012; Liu et al., 2012, 2016; Chujo et al., 2013; Yokotani et al., 2013; Xie et al., 2014; Wang et al., 2016). An example of a blast S-gene function is provided by some members of the WRKY transcription factor family. In rice, WRKY proteins comprise a complex transcriptional regulatory cascade that is important for the host response to rice blast disease. This network of transcription factors can act either positively or negatively to modulate the host immunity response, including response to pathogen-associated molecular patterns (PAMP) elicitors, jasmonic acid (JA) signaling or other cellular functions that impact the outcome of the interaction. Among the WRKY proteins, OsWRKY28, is a PAMP-responsive repressor that negatively regulates innate immune responses in rice against the rice blast fungus (Chujo et al., 2013). Another example is OsMAPK5, a MAP kinase that mediates immune signaling and represses defense gene expression, thereby negatively regulating rice blast resistance. Remarkably, loss of function of mutations in OsMAPK5 lead to enhanced resistance to the blast disease in rice (Xiong and Yang, 2003; Xie et al., 2014). Wang et al. (2014) developed powdery mildew resistant wheat by disruption of TaMLO-A1, TaMLO-B1, and TaMLO-D1 genes in the wheat genome by the CRISPR/Cas9. Therefore, it may be possible to achieve resistance to wheat blast by mutation in wheat orthologs of several rice susceptibilities (S-) genes as means of mitigating emerging wheat blast problems in a short period of time. We foresee CRISPR/Cas9 edited non-transgenic homozygous S-genes mutants for durable blast resistant wheat varieties.
CRISPR/Cas9 Genome Editing for Addressing Some Diseases and Pests of Tropical Crops
Cassava is a staple food of African small-hold farmers. Several diseases such as brown streak, mosaic and bacterial blight cause significant yield losses in cassava. CRISPR/Cas9 can be used to develop resistant varieties against these diseases resulting in improving crop yield and livelihood of resource poor African farmers (Bart and Taylor, 2017). Editing of Phyteone desaturase gene in cassava using CRISPR/Cas9 showed that it could be an efficient genome editing tool for cassava (Odipio et al., 2017). Cassava brown streak disease is a major constraint on cassava yield in East and Central Africa. It is caused by the family Potyviridae which require the interaction of viral genome-linked protein (VPg) and host eukaryotic translation initiation factor 4E(elF4E) isoforms. Simultaneous CRISPR/Cas9-mediated editing of cassava elF4E isoforms nCBP-1 and nCBP-2 has shown elevated resistance to cassava brown streak disease (Gomez et al., 2017).
Papaya is a highly nutritious and medicinally important tropical fruit crop which is susceptible to viral pathogens. Transgenic papaya varieties such as “SunUp” and “Rainbow” developed against a major viral pathogen, Papaya ringspot virus (PRSV), has significantly promoted the papaya industry in Hawaii. However, more than two decades of Hawaiian experience of transgenic papaya cultivation did not replicate in other countries for various biotic and abiotic factors. Major factors include rapid emergence of recombinant strains, virus-encoded PTGS suppressors, sequence homology between transgene and infecting PRSV CP gene, transgene copy number, and emergence of new viruses (Hamim et al., 2018). These problems can largely be solved by the stacking of multiple virus resistant genes in papaya through CRISPR/Cas9. Alternatively, CRISPR/Cas9-mediated mutations of S-genes in the papaya plant could also confer resistance to PRSV (Green and Hu, 2017). Papaya plants contain high level of papain, a cysteine protease which mediate plant defense against pathogen and insect attack. However, Phytopthora palmivora, a fungal pathogen can infect all parts of papaya plant in spite of having high amount of papain in the infected parts. This suggests that P. palmivora contains cysteine inhibitors, which enable them overcoming papain mediated resistance. By using CRISPR/Cas9, researchers at the University of Hawaii Manoa have identified a cysteine protease inhibitor, cystatin (PpalEPIC8) which plays major role in suppressing the defense mediated by papain. Mutation of PpalEPIC8 in P. palmivora has resulted in increased sensitivity to papain suggesting that it plays a major role in P. palmivora virulence by inhibiting papain (Gumtow et al., 2018). These findings suggest that CRISPR/Cas9 technology in combination with Agrobacterum-mediated transformation could easily be applied for the development of homozygous mutants in most destructive pathogens, oomycetes, which is either impossible or difficult by conventional methods. The success in application of CRISPR/Cas9 in easy generation of mutants of P. palmovira opens a new window for understanding the molecular basis of plant- oomycete interactions that ultimately help to develop resistant crop plants against this (oomycete) extremely destructive class of phytopathogens. Theobroma cacao (T. cacao), the tropical tree which produces cocoa beans, is the centerpiece of the multi-billion-dollar chocolate industry and is a vital export for many developing countries. Fister and colleagues have targeted a universal defense suppressor gene TcNPR3NPR3 in T. cacao and obtained mutagenized tissues after transient incorporation of CRISPR/Cas9 components. The edited tissues demonstrated increased resistance as demonstrated by less infection and up-regulated expression of PR genes (Fister et al., 2018). A large-scale application of CRISPR/Cas9 technology based on these protocols might help to develop resistant crop plants against the major crop pests in the tropical regions.
Challenges Pertaining to Application of CRISPR/Cas9 in Tropical Crop Plant
Although genomes of many tropical crop plants have been sequenced, the function of the vast majority of genes remains unknown. In other words, we have not reached the level of complete understanding of the functions of the major genes in tropical plants. However, recent genome sequencing technology and genome-wide association studies (GWAS) allow us to predict the function of many genes, which confer resistance to diseases in tropical fruit and other crops. Using next generation sequencing (NGS) and GWAS datasets, Kayondo et al. (2018) has confirmed that the resistance of cassava to CBSD (cassava brown streak disease) is polygenic and environment-dependent. More importantly, they have identified the candidate resistance gene NBS-LRR on chromosome 11 (Kayondo et al., 2018). A systematic analysis has also identified 4 MeDELLAs as cassava bacterial blight resistant genes (Li et al., 2018). Moreover, 77 bZIP transcription factor has been identified in cassava using RNA-Seq (Hu et al., 2016), while MebZIP3 and MebZIP5 have been identified as resistance enhancing genes to cassava bacterial blight (Li X. et al., 2017). However, data regarding correlation between tropical disease and gene mutation or modification of gene expressions is still limited. To make CRISPR/Cas9 more useful in tropical plant breeding, further studies on plant gene function and their regulatory elements are needed. New discoveries unraveling the role of tropical plant genes and improvement of CRISPR/Cas9 in the near future should facilitate overcoming various plant breeding problems in tropical areas. A list of potential genes that can be targeted by the CRISPR/Cas system is given in the Table 2.
Table 2. Tropical plant genes that can be edited by the CRISPR/Cas9 technology to improve plant tolerance to the abiotic and biotic stresses.
As shown in Table 2, expression of MaAGPase and MaSWEETs genes are increased following exposure to abiotic stressors including salt, cold, and drought in bananas. A similar effect was noted when banana plants are infected with Fusarium oxysporum f.sp. Cubense (Foc) Tropical Race 4 (TR4) (Miao et al., 2017a,b). In grapes and citrus, P. viticola and Huanglongbing (HLB) infection both directly increase AGPase activity leading to enhanced starch biosynthesis (Kim et al., 2009; Gamm et al., 2011). Since transcriptional up-regulation of MaAGPase genes occurs in response to Foc TR4 infection, these genes may play a role in modulating the response to fungal infections in banana (Miao et al., 2017b). As such, CRISPR/Cas9-mediated knockout of these genes may lead to Foc TR4 infection resistance. Interestingly, MaSWEETs expression increases with exposure to cold, salt and osmotic stress. Most MaSWEETs genes are upregulated when plants are exposed to these stressors (Miao et al., 2017a). Accordingly, MaSWEETs genes play an important role in bananas' response to these stressors (Miao et al., 2017a). Bioengineered banana expressing sweet pepper Hrap and Pflp genes have demonstrated complete resistance to Xanthomonas campestris pv. musacearum (Tripathi et al., 2010, 2014; Namukwaya et al., 2012). Host-induced gene silencing (HIGS) has also been reported in bioengineered banana. HIGS of Fusarium oxysporum genes moderate Fusarium wilt in transgenic banana (Ghag et al., 2014). CRISPR/Cas9 could therefore modify banana gene expression to improve abiotic stress tolerance as well as enhance resistance to various diseases and pests. Ardi et al. (1998) showed that epicatechin is involved in the resistance of avocados to anthracnose disease. The up-regulation of phenylalanine ammonia-lyase gene expression and down-regulation of lipoxygenase gene expression enhances epicatechin biosynthesis (Bill et al., 2017). In fact, epicatechin directly governs the concentration of antifungal diene compound (AFD) by regulating lipoxygenase activity (Prusky et al., 1992). AFD is the most active antifungal compound found in avocado. It alters the dormancy of Colletotrichum gloeosporioides in unripe fruit. In the near future, CRISPR/Cas9 technology may modify genes involved in AFD biosynthesis to increase resistance of avocado to fungal infection. Additionally, Verma's group successfully generated transcriptomic databases of genes associated with root wilt disease (RWD) including the NBS-LRR domain, PR1, PR4, pathogenesis-related genes transcriptional activator PTI5-like gene, thaumatin-like protein, HSP70 and glutathione S-transferase. Accordingly, modifying these coconut genes with CRISPR/Cas9 may lead to improved quality management as well as increase resistance to external stressors.
A prerequisite for successful CRISPR/Cas9-mediated plant gene editing is the availability of efficient delivery methods for the gene editing components and a satisfactory plant regeneration system (Altpeter et al., 2016; Ran et al., 2017). Although many successful reports of CRISPR-mediated plant gene editing have now been published, there are a number of factors which affect efficiency. The frequency of gene editing in tropical plant species will depend on whether or not these conditions such as efficient gRNA designing, assembling multiple gRNA cassettes, efficient delivery of Cas9 and gRNA vectors or ribonucleoproteins (RNP), selection and regeneration of edited plantlets, and efficient detection of the gene editing event are optimal. All delivery systems have advantages and disadvantages. The PEG-mediated delivery of CRISPR reagents using transient protoplasts system is very useful for gRNA validation but only a very small number of plant species can be regenerated from protoplasts (Woo et al., 2015). On the other hand, haploid microspores, or immature pollen grains can be easily isolated from many different species in a relatively short period of time, and used as targets for transformation and early screening of gene editing events. Although a functional microspore-based gene editing system using electroporation, biolistic and Agrobacterium-mediated delivery has several advantages compared to conventional plant transformation-based systems, it has very low efficiency regarding regeneration of microspore edited plants (Brew-Appiah et al., 2013; Bhowmik et al., 2018).
The Agrobacterium and biolistic mediated delivery of the CRISPR reagents also have several drawbacks. It requires time, and labor for preparation of a large number of explants and regeneration of CRISPR edited plants through tissue culture may also take a long period (Liang et al., 2018). In addition, Agrobacterium-mediated transformation is typically genotype specific, and the efficiency of the biolistic gene transfer needs optimization of several parameters such as particle type, size, quantity and acceleration, DNA amount and structure during particle coating, tissue type, and pre-treatment (Altpeter et al., 2016). Therefore, the development of efficient and reproducible delivery systems for genome editing would be an important step in moving the powerful CRISPR/Cas9 for routine use in tropical crop species.
In order to improve plant transformation through CRISPR/Cas9, several approaches such as optimization of the promoters to drive and express Cas9 and utilization of different fluorescent reporters and selection markers (Wang et al., 2015; Yan et al., 2015; Kaur et al., 2018) have recently been evaluated. To test whether the CRISPR/Cas9 can be used to precisely edit an endogenous gene in banana, Kaur et al. (2018) designed a specific gRNA from the most conserved region (5th exon) of the RAS-PDS genes and inserted it into the binary vector pRGEB31 under rice snoRNA U3 promoter using a BsaI restriction site. This vector also contained a Cas9 endonuclease-encoding sequence driven by the dual CaMV 35S promoter and hygromycin phosphotransferase (HPTII) selection marker genes. Authors have reported 59% mutation efficiency in RAS-PDS in the banana cv. Rasthali genome using hygromycin for the selection of positive transformed plants. Another approach by overexpressing candidate genes such as Baby boom (Bbm) and Wuschel2 (Wus2) from maize (Zea mays) has increased transformation frequencies in maize, sorghum (Sorghum bicolor), sugarcane (Saccharum officinarum), and indica rice (Oryza sativa ssp. indica) (Lowe et al., 2016). Because of the advantage of being independent of genotype, this approach may be useful for advancing transformation efficiency and CRISPR editing in difficult to transfect tropical crop species. As CRISPR/Cas9-mediated plant genome editing still faces challenges, primarily not being able to establish a genotype-independent delivery method, extending and improving the transformation platform will help to deploy this technology for the improvement of tropical species.
Many success stories on application of CRISPR/Cas9 in genome editing of tropical crops and crops cultivated in tropical regions have not been reported yet as compared to temperate crops. To have a greater impact on agriculture in tropical areas, further efforts are needed to optimize the CRISPR/Cas9 protocols for making it more user-friendly and freely accessible for research and practical applications. Development of an efficient transformation system for major tropical crops and crops such as Indica rice (Ishizaki, 2016) in tropical climates would facilitate the development of crops resilient to emerging pests and abiotic stresses. International collaboration through open data sharing and practice of open science are needed to rapidly tackle any emerging challenges in agriculture such as recent emergence of wheat blast disease in tropical areas of Asia. CRISPR/Cas9 mediated genome edited (deleted or disruption of undesirable genes/sequences) crop plants should be considered as non-GMO for rapid application and acceptance of this technology at the field level. We foresee the application of CRISPR/Cas9 technology in various crops revolutionize agriculture in a second green revolution to ensure food and nutritional security of the ever-increasing population of tropical countries.
TI conceived, coordinated, wrote and edited the manuscript. EH, HT, and MH wrote, interpreted data and revised the manuscript. PB prepared surveyed literature, prepared graphs and wrote manuscript. RK, MS, KZ, and MR edited and revised the manuscript.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
This work was partly funded by the Krishi Gobeshona Foundation (KGF), Bangladesh Project No. TF 50-C/17 and by the World Bank through a HEQEP CP # 2071 to TI. TI is thankful to the US State Department for the Fulbright Visiting Fellowship to work at West Virginia University during the preparation of this manuscript.
1. ^CRISPR/Cas9 Technology In Rice And Wheat. Posted 8th March 2017 by Fabio Caligaris. http://www.global-engage.com/agricultural-biotechnology/crisprcas9-technology-rice-and-wheat/.
Altpeter, F., Springer, N. M., Bartley, L. E., Blechl, A. E., Brutnell, T. P., Citovsky, V., et al. (2016). Advancing crop transformation in the era of genome editing. Plant Cell 28, 1510–1520. doi: 10.1105/tpc.16.00196
Ansari, A., Wang, C., Wang, J., Wang, F., Liu, P., Gao, Y., et al. (2017). Engineered dwarf male-sterile rice: a promising genetic tool for facilitating recurrent selection in rice. Front. Plant Sci. 8:2132. doi: 10.3389/fpls.2017.02132
Ardi, R., Kobiler, I., Keen, N. T., and Prusky, D. (1998). Involvement of epicatechin biosynthesis in the resistance of avocado fruits to postharvest decay. Physiol. Mol. Plant Pathol. 53, 269–285. doi: 10.1006/pmpp.1998.0181
Arroyo-Herrera, A., Figueroa-Yanez, L., Castano, E., Santamari'a, J., Pereira-Santana, A., Espadas-Alcocer, J., et al. (2016). A novel Dreb2-type gene from Carica papaya confers tolerance under abiotic stress. Plant Cell Tissue Org. Cult. 125, 119–133. doi: 10.1007/s11240-015-0934-9
Backer, R., Mahomed, W., Reeksting, B. J., Engelbrecht, J., Ibarra–Laclette, E., and van den Berg, N. (2015). Phylogenetic and expression analysis of the NPR1-like gene family from Persea americana (Mill). Front. Plant Sci. 6:300. doi: 10.3389/fpls.2015.00300
Bart, R. S., and Taylor, N. J. (2017). New opportunities and challenges to engineer disease resistance in cassava, a staple food of African small-holder farmers. PLoS Pathogen. 13:1006287. doi: 10.1371/journal.ppat.1006287
Bhattacharya, R., and Pal, S. (2017). Deadly wheat blast symptoms enters India through the Bangladesh border, Bengal govt burning crops on war footing. Kolkata: Hindustan Times. Available online at: https://bit.ly/2HtIVcs (Accessed April 26, 2018).
Bhowmik, P., Ellison, E., Polley, B., Bollina, V., Kulkarni, M., Ghanbarnia, K., et al. (2018). Targeted mutagenesis in wheat microspores using CRISPR/Cas9. Sci. Rep. 8:6502. doi: 10.1038/s41598-018-24690-8
Bill, M., Korsten, L., Remize, F., Glowacz, M., and Sivakumar, D. (2017). Effect of thyme oil vapours on phenylalanine ammonia-lyase (PAL) and lipoxygenase (LOX) genes expression, and control of anthracnose in “Hass” and “Ryan” avocado fruit. Sci. Hort. 224, 232–237. doi: 10.1016/j.scienta.2017.06.026
Brew-Appiah, R. A., Ankrah, N., Liu, W., Konzak, C. F., von Wettstein, D., and Rustgi, S. (2013). Generation of doubled haploid transgenic wheat lines by microspore transformation. PLoS ONE 8:80155. doi: 10.1371/journal.pone.0080155
Büschges, R., Hollricher, K., Panstruga, R., Simons, G., Wolter, M., and Frijters, A. (1997). The barley mlo gene: a novel control element of plant pathogen resistance. Cell 88, 695–705. doi: 10.1016/S0092-8674(00)81912-1
Cacas, J. L., Pré, M., Pizot, M., Cissoko, M., Diedhiou, I., Jalloul, A., et al. (2017). GhERF-IIb3 regulates the accumulation of jasmonate and leads to enhanced cotton resistance to blight disease. Mol. Plant Pathol. 18, 825–836. doi: 10.1111/mpp.12445
Chaâbene, Z., Hakim, I. R., Rorat, A., Elleuch, A., Mejdoub, H., and Vandenbulcke, F. (2017). Copper toxicity and date palm (Phoenix dactylifera) seedling tolerance: monitoring of related biomarkers. Environ. Toxicol. Chem. 37, 797–806. doi: 10.1002/etc.4007
Chaâbene, Z., Rorat, A., Hakim, I., Bernard, F., Douglas, G. C., Elleuch, A., et al. (2018). Insight into the expression variation of metal-responsive genes in the seedling of date palm (Phoenix dactylifera). Chemosphere 197, 123–134. doi: 10.1016/j.chemosphere.2017.12.146
Chen, L., Shiotani, K., Togashi, T., Miki, D., Aoyama, M., Wong, H. L., et al. (2010). Analysis of the Rac/Rop small GTPase family in rice: expression, subcellular localization and role in disease resistance. Plant Cell Physiol. 51, 585–595. doi: 10.1093/pcp/pcq024
Chen, Y., Ma, J., Zhang, X., Yang, Y., Zhou, D., Yu, Q., et al. (2017). A novel non-specific lipid transfer protein gene from sugarcane (NsLTPs), obviously responded to abiotic stresses and signaling molecules of SA and MeJA. Sugar Tech. 19, 17–25. doi: 10.1007/s12355-016-0431-4
Chujo, T., Miyamoto, K., Shimogawa, T., Shimizu, T., Otake, Y., Yokotani, N., et al. (2013). OsWRKY28, a PAMP-responsive transrepressor, negatively regulates innate immune responses in rice against rice blast fungus. Plant Mol. Biol. 82, 23–37. doi: 10.1007/s11103-013-0032-5
Collis, B., Pandit, D. B., Gathala, M., Chakravarty, S., Tiwari, T. P., Krupnik, T., et al. (2016). Tackling Spread of Wheat Blast in Bangladesh. CIMMYT. Available online at: http://www.cimmyt.org/tackling-spread-of-wheat-blast-in-bangladesh/ (Accessed April 26, 2018).
Dass, A., Abdin, M. Z., Reddy, V. S., and Leelavathi, S. (2017). Isolation and characterization of the dehydration stress-inducible GhRDL1 promoter from the cultivated upland cotton (Gossypium hirsutum). J. Plant Biochem. Biotechnol. 26, 113–119. doi: 10.1007/s13562-016-0369-3
Delteil, A., Blein, M., Faivre-Rampant, O., Guellim, A., Estevan, J., Hirsch, J., et al. (2012). Building a mutant resource for the study of disease resistance in rice reveals the pivotal role of several genes involved in defence. Mol. Plant Pathol. 13, 72–82. doi: 10.1111/j.1364-3703.2011.00731.x
Delteil, A., Gobbato, E., Cayrol, B., Estevan, J., Michel-Romiti, C., Dievart, A., et al. (2016). Several wall-associated kinases participate positively and negatively in basal defense against rice blast fungus. BMC Plant Biol. 16:17. doi: 10.1186/s12870-016-0711-x
Díaz Tatis, P. A., Herrera Corzo, M., Ochoa Cabezas, J. C., Medina Cipagauta, A., Prías, M. A., Verdier, V., et al. (2018). The overexpression of RXam1, a cassava gene coding for an RLK, confers disease resistance to Xanthomonas axonopodis pv. Manihotis. Planta 247, 1031–1042. doi: 10.1007/s00425-018-2863-4
FAOSTAT (2017). The State of Food Security and Nutrition in the World 2017. Food and Agriculture Data. Available online at: http://www.fao.org/faostat/en/#home
Figueroa-Yañez, L., Pereira-Santana, A., Arroyo-Herrera, A., Rodriguez-Corona, U., Sanchez-Teyer, F., Espadas-Alcocer, J., et al. (2016). RAP2.4a is transported through the phloem to regulate cold and heat tolerance in papaya tree (Carica papaya cv. Maradol): implications for protection against abiotic stress. PLoS ONE 11:0165030. doi: 10.1371/journal.pone.0165030
Fisher, M. C., Henk, D. A., Briggs, C. J., Brownstein, J. S., Madoff, L. C., McCraw, S. L., et al. (2012). Emerging fungal threats to animal, plant and ecosystem health. Nature 484, 186–194. doi: 10.1038/nature10947
Fister, A. S., Landherr, L., Maximova, S. N., and Guiltinan, M. J. (2018). Transient expression of CRISPR/Cas9 machinery targeting TcNPR3 enhances defense response in Theobroma cacao. Front. Plant Sci. 9:268. doi: 10.3389/fpls.2018.00268
Gamm, M., Héloir, M. C., Bligny, R., Vaillant-Gaveau, N., Trouvelot, S., Alcaraz, G., et al. (2011). Changes in carbohydrate metabolism in Plasmopara viticola-infected grapevine leaves. Mol. Plant-Microbe Interact. 24, 1061–1073. doi: 10.1094/MPMI-02-11-0040
Ghag, S. B., Shekhawat, U. K. S., and Ganapathi, T. R. (2014). Host-induced post-transcriptional hairpin RNA-mediated gene silencing of vital fungal genes confers efficient resistance against Fusarium wilt in banana. Plant Biotechnol. J. 12, 541–553. doi: 10.1111/pbi.12158
Godfray, H. C., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., et al. (2010). Food security: the challenge of feeding 9 billion people. Science 327, 812–818. doi: 10.1126/science.1185383
Gomez, M. A., Lin, Z. D., Moll, T., Luebbert, C., Chauhan, R. D., Vijayaraghavan, A., et al. (2017). Simultaneous CRISPR/Cas9-mediated editing of cassava elF4E isoforms nCBP-1 and nCBP-2 confers elevated resistance to cassava brown streak disease. bioRxiv 209874. doi: 10.1101/209874
Grand, X., Espinoza, R., Michel, C., Cros, S., Chalvon, V., Jacobs, J., et al. (2012). Identification of positive and negative regulators of disease resistance to rice blast fungus using constitutive gene expression patterns. Plant Biotechnol. J. 10, 840–850. doi: 10.1111/j.1467-7652.2012.00703.x
Gumtow, R., Wu, D., Uchida, J., and Tian, M. (2018). A Phytophthora palmivora extracellular cystatin-like protease inhibitor targets papain to contribute to virulence on papaya. Mol Plant-Microbe Interact. 31, 363–373. doi: 10.1094/MPMI-06-17-0131-FI
Hamim, I., Broth, W. B., Marquez, J., Green, J. C., Melzer, M. J., and Hu, J. S. (2018). Transgene-mediated resistance to papaya ringspot virus: challenges and solutions. Phytoparasitica 46, 1–18. doi: 10.1007/s12600-017-0636-4
Hays, D. B., Do, J. H., Mason, R. E., Morgan, G., and Finlayson, S. A. (2007). Heat stress induced ethylene production in developing wheat grains induces kernel abortion and increased maturation in a susceptible cultivar. Plant Sci. 172, 1113–1123. doi: 10.1016/j.plantsci.2007.03.004
He, P., Zhao, P., Wang, L., Zhang, Y., Wang, X., Xiao, H., et al. (2017). The PIN gene family in cotton (Gossypium hirsutum): genome-wide identification and gene expression analyses during root development and abiotic stress responses. BMC Genomics 18:507. doi: 10.1186/s12864-017-3901-5
Hong, Y., Chen, L., Du, L. P., Su, Z., Wang, J., Ye, X., et al. (2014). Transcript suppression of TaGW2 increased grain width and weight in bread wheat. Funct. Integr. Genomics 14, 341–349. doi: 10.1007/s10142-014-0380-5
Hu, W., Yang, H., Yan, Y., Wei, Y., Tie, W., and Ding, Z. (2016). Genome-wide characterization and analysis of bZIP transcription factor gene family related to abiotic stress in cassava. Sci. Rep. 6:22783. doi: 10.1038/srep22783
Index Mundi (2016). Agricultural Production, Supply, and Distribution: Wheat Production by Country in 1000 MT. Available online at: http://www.indexmundi.com/agriculture/?commodity=wheat&graph=production
Inoue, Y., Vy, T. T. P., Yoshida, K., Asano, H., Mitsuoka, C., Asuke, S., et al. (2017). Evolution of the wheat blast fungus through functional losses in a host specificity determinant. Science 357, 80–83. doi: 10.1126/science.aam9654
Ishizaki, T. (2016). CRISPR/Cas9 in rice can induce new mutations in later generations, leading to chimerism and unpredicted segregation of the targeted mutation. Mol. Breed. 36:165. doi: 10.1007/s11032-016-0591-7
Islam, M. T., Croll, D., Gladieux, P., Soanes, D. M., Persoons, A., Bhattacharjee, P., et al. (2016). Emergence of wheat blast in Bangladesh was caused by a South American lineage of Magnaporthe oryzae. BMC Biol. 14:84. doi: 10.1186/s12915-016-0309-7
Jaiswal, V., Gahlaut, V., Mathur, S., Agarwal, P., Khandelwal, M. K., Khurana, J. P., et al. (2015). Identification of novel SNP in promoter sequence of TaGW2-6A associated with grain weight and other agronomic traits in wheat (Triticum aestivum L.). PLoS ONE 10:0129400. doi: 10.1371/journal.pone.0129400
Janga, M. R., Campbell, L. M., and Rathore, K. S. (2017). CRISPR/Cas9-mediated targeted mutagenesis in upland cotton (Gossypium hirsutum L.). Plant Mol. Biol. 94, 349–360. doi: 10.1007/s11103-017-0599-3
Jiang, C. J., Shimono, M., Maeda, S., Inoue, H., Mori, M., Hasegawa, M., et al. (2009). Suppression of the rice fatty-acid desaturase gene OsSSI2 enhances resistance to blast and leaf blight diseases in rice. Mol. Plant-Microbe Interact. 22, 820–829. doi: 10.1094/MPMI-22-7-0820
Jiang, W., Zhou, H., Bi, H., Fromm, M., Yang, B., and Weeks, D. P. (2013). Demonstration of CRISPR/Cas9/sgRNA-mediated targeted gene modification in Arabidopsis, tobacco, sorghum and rice. Nucleic Acids Res. 41:188. doi: 10.1093/nar/gkt780
Jones, J. D., Witek, K., Verweij, W., Jupe, F., Cooke, D., Dorling, S., et al. (2014). Elevating crop disease resistance with cloned genes. Philos. Trans. R. Soc. Lond. B Biol. Sci. 369:20130087. doi: 10.1098/rstb.2013.0087
Jung, Y. H., Agrawal, G. K., Rakwal, R., Kim, J. A., Li, M. O., Choi, P. G., et al. (2006). Functional characterization of OsRacB GTPase – a potentially negative regulator of basal disease resistance in rice. Plant Physiol. Biochem. 44, 68–77. doi: 10.1016/j.plaphy.2005.12.001
Kaur, N., Alok, A., Shivani, Kaur, N., Pandey, P., Awasthi, P., et al. (2018). CRISPR/Cas9-mediated efficient editing in phytoene desaturase (PDS) demonstrates precise manipulation in banana cv. rasthali genome. Funct. Integr. Genomics 18, 89–99. doi: 10.1007/s10142-017-0577-5
Kaur, N., Pandey, A., Shivani Kumar, P., Pandey, P., Kesarwani, A. K., et al. (2017). Regulation of banana phytoene synthase (MaPSY) expression, characterization and their modulation under various abiotic stress conditions. Front. Plant Sci. 8:462. doi: 10.3389/fpls.2017.00462
Kawakami, E. M., Oosterhuis, D. M., and Snider, J. L. (2010). Physiological effects of 1-methylcyclopropene on well-watered and water-stressed cotton plants. J. Plant Growth Regul. 29, 280–288. doi: 10.1007/s00344-009-9134-3
Kayondo, S. I., Pino Del Carpio, D., Lozano, R., Ozimati, A., Wolfe, M., Baguma, Y., et al. (2018). Genome-wide association mapping and genomic prediction for CBSD resistance in Manihot esculenta. Sci. Rep. 8:1549. doi: 10.1038/s41598-018-19696-1
Kim, J. S., Sagaram, U. S., Burns, J. K., Li, J. L., and Wang, N. (2009). Response of sweet orange (Citrus sinensis) to ‘Candidatus Liberibacter asiaticus’ infection: microscopy and microarray analyses. Phytopathology 99, 50–57. doi: 10.1094/PHYTO-99-1-0050
Li, X., Fan, S., Hu, W., Liu, W., Wei, Y., He, C., et al. (2017). Two cassava Basic Leucine Zipper (bZIP) transcription factors (MebZIP3 and MebZIP5) confer disease resistance against cassava bacterial blight. Front. Plant Sci. 8:2110. doi: 10.3389/fpls.2017.02110
Li, X., Liu, W., Li, B., Liu, G., Wei, Y., He, C., et al. (2018). Identification and functional analysis of cassava DELLA proteins in plant disease resistance against cassava bacterial blight. Plant Physiol. Biochem. 124, 70–76. doi: 10.1016/j.plaphy.2017.12.022
Liang, Z., Chen, K., Zhang, Y., Liu, J., Yin, K., Qiu, J., et al. (2018). Genome editing of bread wheat using biolistic delivery of CRISPR/Cas9 in vitro transcripts or ribonucleoproteins. Nat. Prot. 13, 413–430. doi: 10.1038/nprot.2017.145
Liu, D., Chen, X., Liu, J., Ye, J., and Guo, Z. (2012). The rice ERF transcription factor OsERF922 negatively regulates resistance to Magnaporthe oryzae and salt tolerance. J. Exp. Bot. 63, 3899–3911. doi: 10.1093/jxb/ers079
Liu, F., Huang, N., Wang, L., Ling, H., Sun, T., Ahmad, W., et al. (2017). A novel L-ascorbate Peroxidase 6 gene, ScAPX6, plays an important role in the regulation of response to biotic and abiotic stresses in sugarcane. Front. Plant Sci. 8:2262. doi: 10.3389/fpls.2017.02262
Liu, Q., Yang, J., Zhang, S., Zhao, J., Feng, A., Yang, T., et al. (2016). OsGF14b Positively regulates panicle blast resistance but negatively regulates leaf blast resistance in rice. Mol. Plant Microbe Interact. 29, 46–56. doi: 10.1094/MPMI-03-15-0047-R
Lowe, K., Wu, E., Wang, N., Hoerster, G., Hastings, C., Cho, M.-J., et al. (2016). Morphogenic regulators baby boom and wuschel improve monocot transformation. Plant Cell 28, 1998–2015. doi: 10.1105/tpc.16.00124
Ma, J., Chen, J., Wang, M., Ren, Y., Wang, S., Lei, C., et al. (2017). Disruption of OsSEC3A increases the content of salicylic acid and induces plant defense responses in rice. J. Exp. Bot. 69, 1051–1064. doi: 10.1093/jxb/erx458
Miao, H., Sun, P., Liu, Q., Miao, Y., Liu, J., Xu, B., et al. (2017b). The AGPase family proteins in banana: genome-wide identification, phylogeny, and expression analyses reveal their involvement in the development, ripening, and abiotic/biotic stress responses. Int. J. Mol. Sci. 18:1581. doi: 10.3390/ijms18081581
Miao, H., Sun, P., Liu, Q., Miao, Y., Liu, J., Zhang, K., et al. (2017a). Genome-wide analyses of SWEET family proteins reveal involvement in fruit development and abiotic/biotic stress responses in banana. Sci. Rep. 7:3536. doi: 10.1038/s41598-017-03872-w
Namukwaya, B., Tripathi, L., Tripathi, J. N., Arinaitwe, G., Mukasa, S. B., and Tushemereirwe, W. K. (2012). Transgenic banana expressing Pflp gene confers enhanced resistance to Xanthomonas wilt disease. Trans. Res. 4, 855–865. doi: 10.1007/s11248-011-9574-y
Odipio, J., Alieai, T., Ingelbrecht, I., Nusinow, D. A., Bart, R., and Taylor, N. J. (2017). Efficient CRISPR/Cas9 genome editing of phyteone desaturase in cassava. Front. Plant Sci. 8:1780. doi: 10.3389/fpls.2017.01780
Ou, W., Mao, X., Huang, C., Tie, W., Yan, Y., Ding, Z., et al. (2018). Genome-wide identification and expression analysis of the KUP family under abiotic stress in cassava (Manihot esculenta Crantz). Front. Physiol. 9:17. doi: 10.3389/fphys.2018.00017
Prusky, D., Kobiler, J., Plumbley, R., Keen, N. T., and Sims, J. J. (1992). “Regulation of natural resistance of avocado fruit for the control of postharvest disease,” in Proceeding of the Second World Avocado Congress (Orange, CA), 479–484.
Rajesh, M. K., Rachana, K. E., Naganeeswaran, S. A., Shafeeq, R., Thomas, R. J., Shareefa, M., et al. (2015). Identification of expressed resistance gene analog sequences in coconut leaf transcriptome and their evolutionary analysis. Turk. J. Agric. For. 39, 489–502. doi: 10.3906/tar-1409-75
Rodríguez-Leal, D., Lemmon, Z. H., Man, J., Bartlett, M. E., and Lippman, Z. B. (2017). Engineering quantitative trait variation for crop improvement by genome editing. Cell 171, 470–480.e8. doi: 10.1016/j.cell.2017.08.030
Sakulkoo, W., Osés-Ruiz, M., Garcia, E., Soanes, D. M., Littlejohn, G. R., Hacker, C., et al. (2018). A single fungal MAP kinase controls plant cell-to-cell invasion by the rice blast fungus. Science 359, 1399–1403. doi: 10.1126/science.aaq0892
Sánchez-León, S., Gil-Humanes, J., Ozuna, C. V., Giménez, M. J., Sousa, C., Voytas, D. F., et al. (2018). Low-gluten, nontransgenic wheat engineered with CRISPR/Cas9. Plant Biotechnol. J. 16, 902–910. doi: 10.1111/pbi.12837
Simmonds, J., Scott, P., Brinton, J., Mestre, T. C., Bush, M., Del Blanco, A., et al. (2016). A splice acceptor site mutation in TaGW2-A1 increases thousand grain weight in tetraploid and hexaploid wheat through wider and longer grains. Theor. Appl. Genet. 129, 1099–1112. doi: 10.1007/s00122-016-2686-2
Stamm, P., Ramamoorthy, R., and Kumar, P. P. (2011). Feeding the extra billions: strategies to improve crops and enhance future food security. Plant Biotechnol. Rep. 5, 107–120. doi: 10.1007/s11816-011-0169-0
Su, Y., Wang, Z., Liu, F., Li, Z., Peng, Q., Guo, J. L., et al. (2016). Isolation and characterization of ScGluD2, a new sugarcane beta-1,3-glucanase D family gene induced by Sporisorium scitamineum, ABA, H2O2, NaCl, and CdCl2 stresses. Front. Plant Sci. 7:1348. doi: 10.3389/fpls.2016.01348
Su, Y. C., Xu, L. P., Xue, B. T., Wu, Q. B., Guo, J. L., Wu, L. G., et al. (2013). Molecular cloning and characterization of two pathogenesis-related beta-1,3-glucanase genes ScGluA1 and ScGluD1 from sugarcane infected by Sporisorium scitamineum. Plant Cell Rep. 32, 1503–1519. doi: 10.1007/s00299-013-1463-9
Su, Y., Guo, J., Ling, H., Chen, S., Wang, S., Xu, L., et al. (2014). Isolation of a novel peroxisomal catalase gene from sugarcane, which is responsive to biotic and abiotic stresses. PLoS ONE 9:84426. doi: 10.1371/journal.pone.0084426
Su, Z., Hao, C., Wang, L., Dong, Y., and Zhang, X. (2011). Identification and development of a functional marker of TaGW2 associated with grain weight in bread wheat (Triticum aestivum L.). Theor. Appl. Genet. 122, 211–223. doi: 10.1007/s00122-010-1437-z
Tripathi, L., Mwaka, H., Tripathi, J. N., and Tushemereirwe, W. K. (2010). Expression of sweet pepper Hrap gene in banana enhances resistance to Xanthomonas campestris pv. musacearum. Mol. Plant Pathol. 11, 721–731. doi: 10.1111/j.1364-3703.2010.00639.x
Tripathi, L., Tripathi, J. N., Kiggundu, A., Korie, S., Shotkoski, F., and Tushemereirwe, W. K. (2014). Field trial of Xanthomonas wilt disease-resistant bananas in East Africa. Nat. Biotechnol. 32, 868–870. doi: 10.1038/nbt.3007
Vega-Sánchez, M. E., Zeng, L., Chen, S., Leung, H., and Wang, G. L. (2008). SPIN1, a K homology domain protein negatively regulated and ubiquitinated by the E3 ubiquitin ligase SPL11, is involved in flowering time control in rice. Plant Cell 20, 1456–1469. doi: 10.1105/tpc.108.058610
Verma, S. K., Jasrotia, R. S., Iquebal, M. A., Jaiswal, S., Angadi, U. B., Rai, A., et al. (2017). Deciphering genes associated with root wilt disease of coconut and development of its transcriptomic database (CnTDB). Physiol. Mol. Plant Pathol. 100, 255–263. doi: 10.1016/j.pmpp.2017.03.011
Wang, F., Wang, C., Liu, P., Lei, C., Hao, W., Gao, Y., et al. (2016). Enhanced rice blast resistance by CRISPR/Cas9-targeted mutagenesis of the ERF transcription factor gene OsERF922. PLoS ONE 11:0154027. doi: 10.1371/journal.pone.0154027
Wang, M., Wang, S., Liang, Z., Shi, W., Gao, C., and Xia, G. (2018). From genetic stock to genome editing: gene exploitation in wheat. Trends Biotechnol. 36, 160–172. doi: 10.1016/j.tibtech.2017.10.002
Wang, P., Zhang, J., Sun, L., Ma, Y., Xu, J., Liang, S., Deng, J., et al. (2017). High efficient multi-sites genome editing in allotetraploid cotton (Gossypium hirsutum) using CRISPR/Cas9 system. Plant Biotechnol. J. 16, 137–150. doi: 10.1111/pbi.12755
Wang, W., Pan, Q., He, F., Akhunova, A., Chao, S., Trick, H., et al. (2018). Transgenerational CRISPR-Cas9 activity facilitates multiplex gene editing in allopolyploid wheat. CRISPR J. 1, 65–74. doi: 10.1089/crispr.2017.0010
Wang, Y., Cheng, X., Shan, Q., Zhang, Y., Liu, J., Gao, C., et al. (2014). Simultaneous editing of three homoeoalleles in hexaploid bread wheat confers heritable resistance to powdery mildew. Nat. Biotechnol. 32, 947–951. doi: 10.1038/nbt.2969
Wang, Y., Meng, Z., Liang, C., Meng, Z., Wang, Y., Sun, G., et al. (2017). Increased lateral root formation by CRISPR/Cas9-mediated editing of arginase genes in cotton. Sci. China Life Sci. 60, 524–527. doi: 10.1007/s11427-017-9031-y
Wang, Z. P., Xing, H. L., Dong, L., Zhang, H. Y., Han, C. Y., Wang, X. C., et al. (2015). Egg cell-specific promoter-controlled CRISPR/Cas9 efficiently generates homozygous mutants for multiple target genes in Arabidopsis in a single generation. Genome Biol. 16:144. doi: 10.1186/s13059-015-0715-0
Wei, Y., Chang, Y., Zeng, H., Liu, G., He, C., and Shi, H. (2017a). RAV transcription factors are essential for disease resistance against cassava bacterial blight via activation of melatonin biosynthesis genes. J. Pineal Res. 64:12454. doi: 10.1111/jpi.12454
Wei, Y., Liu, W., Hu, W., Liu, G., Wu, C., Liu, W., et al. (2017b). Genome-wide analysis of autophagy-related genes in banana highlights MaATG8s in cell death and autophagy in immune response to Fusarium wilt. Plant Cell Rep. 36, 1237–1250. doi: 10.1007/s00299-017-2149-5
Woo, J., Kim, J., Soon, C., Claudia, C., Seung, W., Kim, H., et al. (2015). DNA-free genome editing in plants with preassembled CRISPR-Cas9 ribonucleoproteins. Nat. Biotechnol. 33, 1162–1164. doi: 10.1038/nbt.3389
Xiao, Y., Zhou, L., Lei, X., Cao, H., Wang, Y., Dou, Y., et al. (2017). Genome-wide identification of WRKY genes and their expression profiles under different abiotic stresses in Elaeis guineensis. PLoS ONE 12:0189224. doi: 10.1371/journal.pone.0189224
Xie, K., Chen, J., Wang, Q., and Yang, Y. (2014). Direct phosphorylation and activation of a mitogen-activated protein kinase by a calcium-dependent protein kinase in rice. Plant Cell. 26, 3077–3089. doi: 10.1105/tpc.114.126441
Xiong, L., and Yang, Y. (2003). Disease resistance and abiotic stress tolerance in rice are inversely modulated by an abscisic acid-inducible mitogen-activated protein kinase. Plant Cell. 15, 745–759. doi: 10.1105/tpc.008714
Xu, R., Yang, Y., Qin, R., Li, H., Qiu, C., Li, L., et al. (2016). Rapid improvement of grain weight via highly efficient CRISPR/Cas9-mediated multiplex genome editing in rice. J. Genet. Genomics 43, 529–532. doi: 10.1016/j.jgg.2016.07.003
Yamaguchi, T., Kuroda, M., Yamakawa, H., Ashizawa, T., Hirayae, K., Kurimoto, L., et al. (2009). Suppression of a phospholipase D gene, OsPLDbeta1, activates defense responses and increases disease resistance in rice. Plant Physiol. 150, 308–319. doi: 10.1104/pp.108.131979
Yan, L., Wei, S., Wu, Y., Hu, R., Li, H., Yang, W., et al. (2015). High-Efficiency genome editing in Arabidopsis using YAO promoter-driven CRISPR/Cas9 system. Mol. Plant 8, 1820–1823. doi: 10.1016/j.molp.2015.10.004
Yan, Y., Wang, P., He, C., and Shi, H. (2017). MeWRKY20 and its interacting and activating autophagy-related protein 8 (MeATG8) regulate plant disease resistance in cassava MeWRKY20 and its interacting and activating autophagy-related protein 8 (MeATG8) regulate plant disease resistance in cassava. Biochem. Biophysic. Res. Commun. 494, 20–26. doi: 10.1016/j.bbrc.2017.10.091
Yang, Z., Bai, Z., Li, X., Wang, P., Wu, Q., Yang, L., et al. (2012). SNP identification and allelic-specific PCR markers development for TaGW2, a gene linked to wheat kernel weight. Theor. Appl. Genet. 125, 1057–1068. doi: 10.1007/s00122-012-1895-6
Yara, A., Yaeno, T., Hasegawa, M., Seto, H., Seo, S., Kusumi, K., et al. (2008). Resistance to Magnaporthe grisea in transgenic rice with suppressed expression of genes encoding allene oxide cyclase and phytodienoic acid reductase. Biochem. Biophys. Res. Commun. 376, 460–465. doi: 10.1016/j.bbrc.2008.08.157
Ye, J., Yang, H., Shi, H., Wei, Y., Tie, W., Ding, Z., et al. (2017). The MAPKKK gene family in cassava: genome-wide identification and expression analysis against drought stress. Sci. Rep. 7:14939. doi: 10.1038/s41598-017-13988-8
Yokotani, N., Sato, Y., Tanabe, S., Chujo, T., Shimizu, T., Okada, K., et al. (2013). WRKY76 is a rice transcriptional repressor playing opposite roles in blast disease resistance and cold stress tolerance. J. Exp. Bot. 64, 5085–5097. doi: 10.1093/jxb/ert298
Zeng, L. R., Qu, S., Bordeos, A., Yang, C., Baraoidan, M., Yan, H., et al. (2004). Spotted leaf11, a negative regulator of plant cell death and defense, encodes a U-box/armadillo repeat protein endowed with E3 ubiquitin ligase activity. Plant Cell 16, 2795–2808. doi: 10.1105/tpc.104.025171
Keywords: CRISPR/Cas9, genome editing, tropical crops, climate change, blast, disease, genetic engineering, food security
Citation: Haque E, Taniguchi H, Hassan MM, Bhowmik P, Karim MR, Śmiech M, Zhao K, Rahman M and Islam T (2018) Application of CRISPR/Cas9 Genome Editing Technology for the Improvement of Crops Cultivated in Tropical Climates: Recent Progress, Prospects, and Challenges. Front. Plant Sci. 9:617. doi: 10.3389/fpls.2018.00617
Received: 21 December 2017; Accepted: 18 April 2018;
Published: 08 May 2018.
Edited by:Sean Mayes, University of Nottingham, United Kingdom
Reviewed by:Francisco Barro, Instituto de Agricultura Sostenible (IAS), Spain
Kazuo Nakashima, Japan International Research Center for Agricultural Sciences, Japan
Copyright © 2018 Haque, Taniguchi, Hassan, Bhowmik, Karim, Śmiech, Zhao, Rahman and Islam. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Tofazzal Islam, email@example.com
†These authors have contributed equally to this work.