Abstract
The CRISPR-Cas system's applications in biotechnology offer a promising avenue for addressing pressing global challenges, such as climate change, environmental pollution, the energy crisis, and the food crisis, thereby advancing sustainability. The ever-growing demand for food due to the projected population of around 9.6 billion by 2050 requires innovation in agriculture. CRISPR-Cas technology emerges as a powerful solution, enhancing crop varieties, optimizing yields, and improving resilience to stressors. It offers multiple gene editing, base editing, and prime editing, surpassing conventional methods. CRISPR-Cas introduces disease and herbicide resistance, high-yielding, drought-tolerant, and water-efficient crops to address rising water utilization and to improve the efficiency of agricultural practices which promise food sustainability and revolutionize agriculture for the benefit of future generations. The application of CRISPR-Cas technology extends beyond agriculture to address environmental challenges. With the adverse impacts of climate change and pollution endangering ecosystems, there is a growing need for sustainable solutions. The technology's potential in carbon capture and reduction through bio-sequestration is a pivotal strategy for combating climate change. Genomic advancements allow for the development of genetically modified organisms, optimizing biofuel and biomaterial production, and contributing to a renewable and sustainable energy future. This study reviews the multifaceted applications of CRISPR-Cas technology in the agricultural and environmental fields and emphasizes its potential to secure a sustainable future.
Keywords: Environmental sustainability, Sustainable agriculture, Climate change, Gene editing, Bio-sequestration
Introduction
Genes determine all of an organism's traits and characteristics and provide both an individual organism and a species with its unique identity. Nearly everything that has an impact on our lives, from our health to the food we consume is influenced by genes. So, to sum up a long narrative, genes create life. Many scientists believe that genome editing holds the secret to solving every issue that man has ever faced. A meticulous gene editing method seemed too ambitious and difficult a short while ago, but today, thanks to significant advancements in molecular biology, gene editing not only does not seem ambitious and sophisticated but also quite simple and approachable.
Nowadays, a sound molecular tool that is widely known as a defensive tactic in archaea and bacteria, broadly uses for genome editing and cell engineering. that is to say, CRISPR-Cas9 system which stands for “clustered regularly interspaced short palindromic repeat—CRISPR associated protein9”. The very first clue of the existence of this repetitious DNA sequence was announced by a group of researchers at Osaka University over 1987 during a genome analyzation of Escherichia coli. Later, in the next researches similar patterns of the genome were found in other bacteria and archaea (Ishino et al. 2018; Shivram et al. 2021). Back then, the true functionality of these DNA sequences was still unrevealed due to the lack of sufficient knowledge about DNA sequences, mainly mobile elements. For the revelation of the CRISPR-Cas system’s function the key question that had to be answered was the identification of the linkage between the Cas proteins and CRISPRs. Many researchers initially suggested that these two are engaged in DNA repair mechanism. Great headways in molecular biology, structural biology, bioinformatics, and generally biology disclosed that the CRISPR system is a crucial component of prokaryotic adaptive immunity which protects them from the attack of foreign DNA and invaders like bacteriophages, viral DNA, and plasmids. Over a viral infection, bacteria attain a small piece of the foreign DNA using enzymes such as Cas1-Cas2 and integrate it in between the palindromic repeated sequences to form CRISPR arrays. The acquired sequence of foreign DNA or spacer originated from Mobile Genetic Elements (MGEs) like bacteriophages, plasmid or transposons. By developing CRISPR arrays, bacteria will retain a memory to speak of former infections and trigger adaptive immunity in the cell (van der Oost et al. 2009; Ishino et al. 2018).
Studies show that this system exists in 40% and 90% of bacterial and archaeal genome respectively (Li et al. 2016). CRISPR-Cas9 systems are ubiquitous among prokaryotes based on a genomic analyze in the CRISPRdb online database which demonstrates that 1302 out of 2762 archaeal and bacterial strains have CRISPR arrays (Grissa et al. 2007). Cas9 protein which is one of the major parts of this system, as an RNA-reliant DNA-endonuclease, has the potential to cleaving any targeted sequence in the double-stranded DNA (dsDNA) with the help of two bacterial molecules named CRISPR RNA (crRNA) and trans-activating crRNA (tracrRNA). Cas9 portion of the Streptococcus pyogenes CRISPR-Cas9 system, include 2 domains named histidine-asparagine-histidine (HNH) and RuvC, which are in charge of dsDNA cleavage (Li et al. 2016).
In bacteria, the crRNA and tracrRNA are distinct molecule entities. The first step toward exploiting CRISPR-Cas9 system as a programmable tool for genome editing in eukaryotic cells had taken when scientists realized that a linker can link crRNA and tracrRNA to form a specific molecule called single guide RNA (sgRNA). sgRNA, which offers target specificity, also can be described as a chimeric and synthetized fusion of a CRISPR RNA with a bacterial origin (crRNA) and a trans-activating crRNA (tracrRNA) (Shanmugam et al. 2020). If the sgRNA complexes with a cas9 protein, it can cleave DNA just as a three-component system in bacteria (Cas9, crRNA, tracrRNA). Cas9 protein will cut any intended dsDNAs matched with the designed sgRNAs and together, it cuts 3–4 nucleotides upstream of the PAM. Cas9 recognizes the PAM sequence 5′-NGG, cleaves at situated close to the PAM and introduces a blunt-ended double-stranded break (DSB) (Cong and Zhang 2015; Puchta 2017; Li and Xia 2020). PAM sequence helps the Cas9 protein to interact with the DNA. Then, the DSBs may be repaired by the homology-directed repair (HDR) pathway and/or non-homologous end joining (NHEJ) pathway. These two repair pathways of DNA break both induced by CRISPR/Cas9. HDR pathway mostly used for precise allele or gene replacement or in other word “knock-in”, meanwhile, the NHEJ pathway is used for knock-out mutagenesis by making accidental indels (Mao et al. 2019; Li and Xia 2020). Commonly, a viral vector or a plasmid is used to transfect the projected cells with CRISPR-Cas9 machinery. This system could easily be engineered by some methods to precise gene edition in prokaryotes and eukaryotes including plant, animal, and microbial cells. It is easily possible to determine any sequence of about 20bp as a target for editing and all that has to be done is synthesizing the appropriate sgRNA complemented to the desired in inserting it into the cell along with the Cas9 (Cong and Zhang 2015).
The CRISPR system was initially identified as a genetic component of prokaryotes, but in recent years, scientists have shown a strong interest in the system, leading to the creation of multiple cost-effective applications, such as genome editing, that can be applied to a variety of eukaryotic cells. The edition of the genome can play a crucial part in solving numerous issues in a variety of fields, such as issues in the medical, agricultural, and environmental fields (Kozovska et al. 2021). Formerly, the most famous genome editing tools included transcription activator-like effector nucleases (TALENs) and zinc finger nucleases (ZFNs), but the emerging of CRISPR-Cas9 system as an easy-to-use, accurate, fast, and cost-efficient tool changed the game and started a revolution not only in genome edition but also for imaging, gene regulation and expression, DNA repair, chromatin engineering, and epigenetic editing (Doudna and Charpentier 2014; Adli 2018; Javed et al. 2018; Zaychikova et al. 2020). In addition, the CRISPR system enables genome manipulation at multiple sites (Wolter et al. 2019). Because of these properties, CRISPR-Cas9 systems can be exploited for genome engineering in any intended cells which shows the vital role of CRISPR-Cas systems in modern biotechnology (Manghwar et al. 2020).
For the purpose of genome editing, some new CRISPR systems have been developed and emerged in recent years like Cas12a/Cpf1 nuclease, Cas12b/C2c1 nuclease, Cas13/C2c2 nuclease, Cas14/Cas12f nucleases, and CasMINI to overcome the limits that CRISPR-Cas9 machinery may has (Biswas et al. 2021). All the different CRISPR-Cas systems have their own properties and differences for instance differences in size, PAM regions, and cleavage sites (Liu et al. 2020b). For instance, Cas12a improves the efficacy of NHEJ-based gene insertion and offers further benefits in knock-in strategies rather than Cas9. Cas12b is smaller than both Cas9 and Cas12a and offers more adaptability in versatile gRNA engineering (Liu et al. 2020b). In 2021, Stanford’s researchers by applying RNA and protein engineering techniques to the 529 amino acids Cas12f, generated a compact and efficient protein as functional as Cas12a but in reduced size and called it CasMINI. This system accelerates the various applications that CRISPR-Cas systems offer in different fields of biotechnology including gene editing and therapy (Xu et al. 2021).
Although there are many different perspectives on what biotechnology is, it is commonly recognized to be the utilization of organisms and biological systems to create new goods and efficient industrial, medical, and technical processes. Since advanced biotechnology mostly relies on the technology of recombinant DNA and genetic manipulation, the CRISPR-Cas technology has the potential of major impacts on biotechnological processes and is a chief tool for synthetic biology (Amin et al. 2011; Sampson and Weiss 2014; Zhang et al. 2020a). Biotechnology as a multidisciplinary major is divided into various subdivisions and each subdivision represents a specific area of biotechnology activities. Each area denotes a specific color, for instance, red for medical biotechnology, green for environmental and agricultural biotechnology, black or dark for malevolent affairs such as bioterrorism, anti-crop warfare, bio-warfare and bio-crime, blue for marine biotechnology, etc. (DaSilva 2004).
Green biotechnology refers to the application of biotechnological techniques for agricultural and environmental concerns to address those difficulties (DaSilva 2004; Bauer 2005). It is undeniably necessary to use effective and readily available biotechnology tools, such as CRISPR-Cas technology, to mitigate our environmental and agricultural problems to meet the growing demand for food, achieve sustainable agriculture, and combat the negative effects of climate change on our agriculture and environment (Fig. 1) (Karavolias et al. 2021; Tripathi et al. 2022a). The objective of this study is to review the CRISPR-Cas system's applications in green biotechnology and explain how this novel molecular technology might help us address pressing issues like climate change, environmental pollution, the energy crisis, the food crisis, etc., ultimately leading us in the direction of sustainability.
Fig. 1.
Applications of CRISPR-Cas technology positively impact agriculture and environment and mitigate the impacts of climate change
CRISPR-Cas leads us through sustainable agriculture
Sustainable agriculture is described as long-term, sustainable methods that provide the population with high-quality food and fiber to meet their needs and make efficient use of resources to improve people's quality of life. There are many challenges along the road to sustainable agriculture such as climate change, environmental pollution, shortage of water resources, salinization, land degradation, etc. (Harwood 2020). While accessible water and farmlands are being depleted, studies predict that the global population will reach 9.6 billion by 2050, increasing demand for crops and agricultural products by 60%. Population growth, climate change-induced disasters, and environmental pollution are just a few examples of negative events that might affect plant and crop output (Ricroch et al. 2017; Zhu et al. 2020; Wada et al. 2020). To revolutionize agriculture for the benefit of future generations, the technology that applies to genetic modification must speed up the domestication process and provide genetic diversity because of the aforementioned ever-increasing demand for food and the fact that only 15 of a total of 30,000 edible plants provide approximately 70% of the calories needed by humans. For this purpose, CRISPR-Cas technology offers quick crop varieties improvement (Khan et al. 2019). Research into CRISPR-Cas reveals that this technology possesses the potential to revolutionize existing agricultural methods, enhancing our capacity to ensure food security and effectively tackle various challenges (Zhu et al. 2020).
Increasing agricultural production and crop yield is beneficial and can be crucial in some countries, so using cutting-edge, affordable, innovative, and precise tools like CRISPR-Cas9 as a genome editing device that allows most crops and plants to be modified and improved is promising to overcome such concerns by optimizing and ameliorating crop yield, metabolic pathways, and biotic and abiotic resistance (Chen et al. 2019; Capdeville et al. 2023). CRISPR-Cas systems can optimize crops’ qualitative and/or quantitative traits so as to meet their growing worldwide demand (Scheben and Edwards 2018). All the mutations and genome editions introduced by CRISPR-Cas systems are hereditary. CRISPR-Cas9 which applied in many plants over the past years has the potential for simultaneous gene editions of multiple targets. Gene targeting (GT), is another approach for this system by which plants’ genomes can be engineered precisely (Wada et al. 2020). GT in plant and agricultural biotechnology mostly relies on HDR. However, CRISPR-Cas-based technologies like base-editing and prime editing are alternative methods to HDR as they do not require DSB and donor DNA and are more efficient methods (Zhu et al. 2020).
Today, a potent alternative method for conducting plant functional genomics studies is made possible by the ability to create targeted knockout lines using CRISPR technology. Due to the high efficiency of CRIPSR-mediated mutagenesis in plants, true-breeding mutant lines can be established for later characterization or employed in high-throughput functional screening (Jacobs et al. 2017). For instance, Pooled CRISPR libraries were transferred into a tomato to generate collections of mutant lines with minimum transformation attempts and in a reasonably short amount of time. The benefit of such a method would be the ability to produce a large number of mutants from a single transformation experiment, boosting the efficiency of creating knockout lines that could be applied to functional research (Jacobs et al. 2017).
The CRISPR-Cas9 system already has been successfully employed for the genome edition of various model plants like Arabidopsis, ornamental flowers, and crops such as apple, grape, potato, tomato, banana, peanut, maize, rice, soybean, sorghum, wheat, and tobacco, etc. for valuable plants production and plant studies. Although the use of this system has the potential of leading to sustainable agriculture, broad use of this system for agricultural plants and food production is still under debate like other gene editing technologies due to the unknown challenges and ethical risks it may pose to human, livestock and environment from the viewpoint of social science and some concerns like off-target effects (Bartkowski et al. 2018; Shu et al. 2020).
Crop improvement
Improvement is required to make crops more resistant to the deleterious and unprecedented impacts of climate change and related environmental stresses. Due to the dire need for enhanced food security, genes involved in crop improvement are the main target of gene editing in the field of agricultural biotechnology. For example, the CRISPR/Cas9 system edits the genome using single-sgRNAs, making it a simple, fast, and powerful tool for targeted gene mutagenesis, knock-in and knockout replacement, and transcriptional regulation (Hussain et al. 2018; Young et al. 2019; Zhang et al. 2021a). The use of a CRISPR-Cas9 system in crop editing has enabled advancements in plant breeding, providing precision and ease of editing, as well as lower costs (Chen et al. 2019; Gleim et al. 2020). Recently, bacterial type II CRISPR/Cas systems have been extensively used and have accomplished numerous goals in the field of agricultural research such as improving biotic and abiotic stress in crops, yield enhancement, herbicide resistance, disease resistance, and nutritional enrichment (Fig. 2). This system has significant properties that allow modification of a specific genome sequence, and researchers are interested in using this system for genome editing. The site specificity for complementary base pairing is provided by crRNA. Following base attachment to a tracrRNA, the target DNA sequence is cut by Cas9 endonuclease, which is guided by crRNA. The CRISPR/Cas9 technique has been used in model plants such as Arabidopsis and Nicotiana benthamiana for genome editing, as well as crops (such as wheat, rice, and sorghum) through temporary or constant transformation. The CRISPR/Cas9 system will be used to create epigenetic changes in plants, which may ameliorate crop yield and resistance to various diseases (Khan et al. 2018; Jaganathan et al. 2018; Rasheed et al. 2021).
Fig. 2.
Many experiments have been conducted on different crops genome using CRISPR-Cas9 technology for the aim of crop improvement. This promising technique introduces high-yield and resistance products against biotic and abiotic stresses that accelerates the pathway to meet the sustainable agriculture goals
Disease resistance
Many food crop species, including rice, tomato, wheat, barley, soybean, etc., have undergone several successful genetic modification trials using the CRISPR-Cas9 technology to create resistance plants against biotic stresses and diseases. Many plant diseases can significantly reduce the crop yield. For instance, Bacterial blight in rice is a biotic stress factor caused by Xanthomonas oryzae pv. Oryzae and can decrease the production of rice by 20%-50%. The fungus Magnaporthe oryzae is also another pathogen of rice which causes another biotic stress called rice blast and decreases rice production by 10–35% (Li et al. 2019; Zhang et al. 2021b).
Pseudomonas syringae pv. tomato DC 3000, which generates coronatine and interacts with the co-receptor JAZ2 to stimulate stomata opening and promote bacterial leaf colonization, causes bacterial speck disease in tomatoes (Solanum lycopersicum). A dominant allele of JAZ2 lacking the C-terminal Jas domain was created by editing SlJAZ2 using CRISPR-Cas9. This variant of JAZ2 limits stomatal reopening and offers resistance against bacterial speck disease (Ortigosa et al. 2019). An Arabidopsis gene called DMR6 (DOWNY MILDEW RESISTANT 6) has a strong association with salicylic acid regulation and, consequently, plant pathogen infection. Targeting SlDmr6-1, its tomato ortholog, with CRISPR has given the plant broad-spectrum resistance against numerous diseases, including Xanthomonas spp., P. syringae, and Phytophthora capsica (Tripathi et al. 2021).
One of the most significant bacterial infections in terms of economic impact is citrus canker caused by Xanthomonas citri subsp, for which CRISPR offers a resistance option. One of the most destructive citrus diseases, citri, reduces yields in citrus-growing regions all over the world. PthA4, the primary TALE (transcription activator-like effector nuclease) of the bacterium, attaches to the effector-binding site in the promoter of the LATERAL ORGAN BOUNDARIES 1 (CsLOB1) susceptibility gene and promotes the gene's expression to aid in the development of citrus canker. Two separate studies found that CRISPR-mediated editing of CsLOB1 considerably lessens the symptoms of citrus canker in two citrus species, grapefruit, and Wanjincheng orange (Wang et al. 2019a; Jeong et al. 2019).
Many more genes have been targeted related to disease resistance in plants via CRISPR-Cas technology which shows the application of this spectacular molecular system to improve crops resistance against pathogens (Table 1). This application of CRISPR-Cas brings us food security and leads us toward sustainable agriculture.
Table 1.
CRISPR-Cas and disease resistance. disease resistance was achieved through the genetic modification of several plant species using the CRISPR-Cas system
| Crop Species | Disease name | Target | Type of manipulation | Type of CRISPR-Cas | Result | References |
|---|---|---|---|---|---|---|
| Musa acuminata | Banana Xanthomonas wilt (BXW) | MusaDMR6 | Knockout | CRISPR-Cas9 | enhanced resistance to BXW | Tripathi et al. (2022b) |
| Hordeum vulgare | Bipolaris leaf blight | HvMORC1, HvMORC6a | Knockout | CRISPR/Cas9 | higher immunity attained against the disease | Galli et al. (2022) |
| Oryza sativa L | Bacterial blight | Os8N3 | Knockout | CRISPR-Cas9 | enhanced resistance to Xanthomonas oryzae pv. oryzae | Kim et al. (2019) |
| Solanum lycopersicum cv. Money Maker | Tomato yellow leaf curl (TYLC) | rgsCaM | Overexpression | CRISPR-Cas9 |
reducing TYLCV titer in tomato plants |
Ghorbani Faal et al. 2(020) |
| Gossypium hirsutum | verticillium wilt | Gh14-3-3d | Knock-in | CRISPR/Cas9 | Enhanced resistance to verticillium wilt | Zhang et al. (2018) |
| Vitis vinifera | Powdery mildew | VvMLO3 | Knockout | CRISPR/Cas9 | Enhanced resistance to Powdery mildew | Wan et al. (2020) |
| Ocimum basilicum L | Downy Mildew | ObHSK | Knockout | CRISPR/Cas9 | Enhanced resistance to Downy Mildew | (Zhang et al. 2021c) |
| Oryza sativa L | Bacterial blight | Adding EBEAvrXa23 in the promoter region of xa23 allele | Knock-in | CRISPR/Cas9 | enhanced resistance to Xanthomonas oryzae pv. oryzae | Wei et al. (2021) |
| Capsicum annuum L | Anthracnose | CaERF28 | Multiple indels at the target site | Single Transcript Unit – CRISPR/Cas9 | Enhanced resistance to anthracnose | Mishra et al. (2021) |
| Oryza sativa L | Rice blast | Pi21, OsERF922 | Frame-shift gene mutations | CRISPR/Cas9 | Resistant to rice blast | Chattopadhyay et al. (2022) |
| Gossypium hirsutum | Fusarium wilt | GhGLR4.8 | Single nucleotide mutation | CRISPR/Cas9 | Resistant to Fusarium wilt | Liu et al. (2021c) |
| Theobroma cacao | black pod disease | TcNPR3 | Knock-out | CRISPR/Cas9 | Resistant to black pod disease | Etaware (2021) |
| Oryza sativa L | rice dwarf disease | double strand RNA genome of Southern rice black‐streaked dwarf virus (SRBSDV) | Induction of RNases activity to cleave viral RNA | CRISPR/Cas13a | plant develops strong resistance to SRBSDV | Zhang et al. (2019) |
| Zea mays L | rough dwarf disease | Zm00001d010255 | Knock-out | CRISPR/Cas9 | Resistant to rough dwarf disease | Wang et al. (2022b) |
| Citrus sinensis | citrus canker | CsPDS | the ninth exon of CsPDS edited | CRISPR/LbCas12a | Resistant to citrus canker | Jia et al. (2019) |
| Solanum lycopersicum | bacterial canker | SlPR-1 | transcriptional activation of the intended gene | CRISPRa | Enhanced resistance to bacterial canker of tomato | García-Murillo et al. (2023) |
| Citrullus lanatus | Fusarium wilt | Clpsk1 | Knock-out | CRISPR/Cas9 | Resistance against Fusarium oxysporum f.sp. niveum | Zhang et al. (2020b) |
| Vitis vinifera | grey mould | VvWRKY52 | Knock-out | CRISPR/Cas9 | Resistance of the plant to Botrytis cinerea | Wang et al. (2018) |
Herbicide resistance
To improve agricultural efficiency, herbicide resistance is one of the most vital traits to induce in a plant (Gherekhloo et al. 2017). CRISPR-Cas systems suggest an innovative solution to introduce herbicide-resistant plants. Much research on many plant species has been conducted by CRISPR-Cas9 to induce herbicide-resistant traits like in maize, soybean, rice, etc. (Table 2) (Tian et al. 2018; Wu et al. 2020). The primary resistance mechanism is target site mutation, which has been successfully used to create herbicide-resistant germplasm in many crop species. Choosing target genes associated with important resistance traits is vital for creating plants that are herbicide-resistant. Notably, the ALS, ACCase, and EPSPS genes have made a significant number of candidate genes for creating herbicide-resistant crops (Dong et al. 2021). Through the NHEJ pathway, the CRISPR/Cas9 system can also produce effective intron-mediated site-specific gene substitution and insertion. Glyphosate resistance in goosegrass is caused by double amino acid substitution (T102I and P106S) in the conserved motif of the endogenous EPSPS gene (Gherekhloo et al. 2017). Also, new rice germplasms with resistance to bispyribac-sodium were generated by inserting point mutations at the 548th and 627th amino acid positions of the rice ALS gene (Butt et al. 2017). To improve HDR performance in plants, a chimeric Cas9-VirD2 protein was developed. VirD2 is a Viral protein that cleaves the bottom strands of the Ti plasmid on the left and right border (Wang et al. 2021b). Additionally, the precise OsALS allele alteration that leads to herbicide-resistant rice was accomplished using this approach (Zafar et al. 2023). Likewise, by introducing a donor template and a geminiviral replicon into plant cells, the glyphosate-resistance trait in rapeseed was improved (Wu et al. 2020).
Table 2.
CRISPR-Cas and herbicide resistance. Through the genetic alteration of various plant species utilizing the CRISPR-Cas system, herbicide resistance has been attained
| Crop species/ plant models | Target | Transfer method | Type of manipulation | Type of CRISPR-Cas | Result | References |
|---|---|---|---|---|---|---|
| Setaria italica | SiFMBP, SiBADH2, SiALS, SiIPK1, SiACC, SiDof4, SiGBSS1 | Agrobacterium-mediated transformation | Single and multi-gene knockout | CRISPR/Cas9 + base editors (CBE and ABE) | Mutant plant resistant to herbicides introduced | Liang et al. (2022) |
| Arabidopsis | OXP1 | - | indel mutations | CRISPR/Cas9 | Tolerance to heavy metals observed, and sensitivity to sulfamethoxazole decreased | Baeg et al. (2021) |
| Oryza sativa L | OsPUT1, OsPUT2, OsPUT3 | Agrobacterium-mediated transformation | Knockout | CRISPR/Cas9 | Sensitivity to paraquat decreased | Lyu et al. (2022) |
| Zea mays L | ALS1, ALS2 | - | base editing | CRISPR/Cas9 | resistance to sulfonylurea herbicides increased | Wang et al. (2022b) |
| Citrus sinensis | CsALS | Agrobacterium-mediated transformation | base editing | CBE fused to nSpCas9 | Resistance to imazapyr increased | Alquézar et al. (2022) |
| Citrullus lanatus | ClALS | Agrobacterium-mediated transformation | base editing | CRISPR/Cas9-mediated base-editing | Resistance to sulfonylurea herbicides increased | Tian et al. (2018) |
| Oryza sativa | OsALS | Agrobacterium-mediated transformation | base editing | CRISPR-Cas9 | Resistance to Bispyribac Sodium increased | Zafar et al. (2023) |
| Marchantia polymorpha | MpPAM16 | Agrobacterium-mediated transformation | Loss of function | CRISPR-Cas9 | Resistance to thaxtomin A increased | Casey et al. (2023) |
| Arabidopsis thaliana | ALS, AT3G48560 | Agrobacterium-mediated transformation | introducing point mutation by GT | CRISPR/Cas12a | Resistanceto sulfonylurea and imidazoline increased | Wolter and Puchta (2019) |
| Citrus paradise | CpALS | Agrobacterium-mediated transformation | base editing | CRISPR/ nCas9 + CBE | Resistance to chlorsulfuron increased | Huang et al. (2022b) |
Crop yield, quality, shape, and nutritional value enhancement
CRISPR-Cas technology has been used extensively in studies on a wide range of plant species to improve crop output, quality, shape, and nutritional value (Table 3). Yield is a multi-factor and complex trait and results in various phenotypic traits such as crops size, weight, and tiller number. After 2013, CRISPR-Cas9 system has extensively been utilized to optimize the traits related to the size and shape of the crop. For instance, in rice, GS3, Gn1a, GW2, GW5, TGW6, OsGS3, OsGW2, OsIPA, and OsGn1a are responsible for Grain length and width and also have targeted by CRISPR-Cas9 system in different experiments to increase the grain yield and were effective or in tomato several gene responsible for fruit size have been targeted via CRISPR-Cas9 (Chen et al. 2019; Chattopadhyay et al. 2022; Li et al. 2022a).
Table 3.
CRISPR-Cas mediated genetic modification to improve crop output, quality, shape, and nutritional value
| Crop species/ plant models | Target | Transfer method | Type of manipulation | Type of CRISPR-Cas | Result | References | |
|---|---|---|---|---|---|---|---|
| Yield | Brassica napus | BnaMAX1 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | semi-dwarf and improved branching phenotypes observed. Compared to the wild type, yield per plant increased | Zheng et al. (2020) |
| Oryza sativa | Os03g0603100, Os03g0568400, GL3.2, OsBADH2 | Agrobacterium-mediated transformation | GT | CRISPR/Cas9 | Grain yield and quality ameliorated | Usman et al. (2020a) | |
| Oryza sativa | OsPYL9 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Grain yield enhanced under both well-watered and drought conditions | Usman et al. (2020b) | |
| Triticum aestivum | TaGW2, TaGLW7 TaGW8, TaCKX2-1 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Grain size and weight increased | Hamdan et al. (2022) | |
| Triticum aestivum | TaGASR7 | Vector inserted into protoplasts | Knock-out | CRISPR/Cas9 | Grain wight increased | Zhang et al. (2016) | |
| Triticum aestivum | TaGW7-B1 | Vector inserted into protoplasts | Deletion | CRISPR/Cas12a | Grain weight increased | Wang et al. (2021a) | |
| Oryza sativa | OsAAP3 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Tiller number increased | Lu et al. (2018) | |
| Oryza sativa | OsHXK1 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Chlorophyll content increased; photosynthesis improved. Hence, the grain number per panicle increased | Zheng et al. (2021) | |
| Oryza sativa | GS3 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Grain yield and quality improved | Huang et al. (2022a) | |
| Oryza sativa | OsSPL16 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Grain yield improved | Usman et al. (2020c) | |
| Oryza sativa | GS2 | Agrobacterium-mediated transformation | Gain of function | CRISPR/Cas9 | Grain yield, size, and length/width ratio increased | Wang et al. (2022a) | |
| Oryza sativa | OsGA20ox2 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | semi-dwarf phenotype observed. Compared to the wild type, yield per plant increased | Han et al. (2019) | |
| Oryza glumaepatula | GL9 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | The experiment demonstrated that the targeted gene positively regulates the wight and size and negatively regulates the chalkiness of the grain | Lin et al. (2023) | |
| Size and shape | Cucumis sativus | CsTRM5: exons number 2 and 3 targeted | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Decreased length and increased diameter observed | Xie et al. (2023) |
| Solanum lycopersicum | SlMYB3R3 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | elongated fruit shape observed | Zheng et al. (2022) | |
| Brassica rapa ssp. pekinensis | AGL19, AGL24 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Late-Bolting phenotype induced | Shin et al. (2022) | |
| Musa acuminate | MaGA20ox2 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | semi‐dwarf phenotype observed | Shao et al. (2020) | |
| Oryza sativa | OsPUB3 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | width and weight of the grain increased | Li et al. (2022b) | |
| Nutritional components | Triticum aestivum L | TaSBEIIa | Vectors transferred into immature embryos of the plant using particle bombardment | Insertions and deletions | CRISPR/Cas9 | The contents of amylose, protein, soluble pentosan, and resistant starch increased | Li et al. (2021a) |
| Oryza sativa | OsGW2 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 |
Grain with higher protein content induced; accumulation of important dietary minerals observed in the endosperm of grain |
Achary and Reddy (2021) | |
| Oryza sativa | SBE genes | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Resistant starch content increased | Biswas et al. (2023) | |
| Solanum lycopersicum | 5 genes in GABA shunt targeted | Agrobacterium-mediated transformation | Multi-site knock-outs | CRISPR/Cas9 | The γ-aminobutyric acid content significantly increased | Li et al. (2018) | |
| Oryza sativa | OsVIT2 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Fe content in grain increased | Che et al. (2021) |
Strigolactones (SLs) are classified as plant hormones that are known for impeding the process of tillering (shoot branching). CCD7 which stands for CAROTENOID CLEAVAGE DIOXYGENASE 7, is a gene responsible for the biosynthesis of SL in some plants like rice (Oryza sativa). In 2018, a group of scientists used the CRISPR-Cas9 system in Oryza sativa for selected mutagenesis of CCD7. OsCCD7 includes 7 exons by an ultimate production of a 609 amino acids protein. For the aim of targeting the intended gene to increase our knowledge of multiple functions of produced protein, they engineered two sgRNAs and named them sgRNA-1 and sgRNA-2 matched with the first and seventh exons respectively. After the regeneration of T0 plants, they found 22 transgenic plants with the formation of indels which shows the efficiency of the applied CRISPR-Cas9 system in the crops. The results of the experiment showed the phenotype changes in the studied plant like height reduction and tillering increase which could be a desired trait in agricultural biotechnology (Butt et al. 2018).
SPLs which stand for SQUAMOSA PROMOTER BINDING PROTEIN-LIKE is a transcription factor family that plays an essential role in the development and growth of crops and plants (Preston and Hileman 2013). In 2019, Bao et al. employed assembled CRISPR-Cas9 with four sgRNAs in soybean (Glycine max) to induce mutation in four genes (GmSPL9, GmSPL9a, GmSPL9b, GmSPL9c) which encode SPL9 family in the intended plant to find out the genes function. The study’s results based on the examination of phenotypic traits of the studied plant indicate that the four mutated genes function as unessential transcription factors in the formation of Glycine max architecture (Bao et al. 2019).
Since food quality is directly engaged with human health, crop quality and its nutritional value have always been the major concern of consumers. Thus, for this application, a precise and easy-to-use gene editing technology like CRISPR-Cas to improve vitamins, fiber, proteins, bioactive compounds, and minerals in the food is needed. It also includes the modification of various crops' appearance, nutritional components, and other desired traits. CRISPR/Cas9 technology was used to optimize crop shape and size based on consumer preferences. Several genes/quantitative trait loci (QTLs) have been proposed as being responsible for crop appearance quality. Rice and tomatoes revealed the most information about crops and fruit shape and size regulation. The first QTL identified in regulating grain length, GS3 (GRAIN SIZE 3), has been successfully knocked out in five japonica rice varieties (Das et al. 2023). Many nutrient elements in vegetables and fruits have anti-inflammatory, anti-cancer, and antioxidant properties. Biofortification programs using CRISPR-Cas for diverse nutrients such as carotenoid, γ-aminobutyric acid, iron, and zinc content in various crops have been implemented.
Pigmentation
Most of the pigments that define plants colors are composed of chlorophylls, polyphenols, carotenoids, Betalains, and anthocyanin. The edible plants color has a strong influence on consumer’s choice. For example, in western countries, people usually prefer to consume red-colored tomatoes, while consumers in Asia, normally choose pink tomatoes to consume. Genes control color in plants, therefore, a precise and cost-effective gene editing tool guides agriculturists through targeted marketing and leads to sustainable agriculture (Liu et al. 2021a). Manipulation of fruit color can thus be accomplished by interrupting genes involved in the pigment production pathway using CRISPR/Cas9 (Table 4). MYB12, as a flavonoid biosynthesis pathway transcription factor, regulates flavonoid accumulation and the pink skin phenotype. Pink-fruited tomatoes have been successfully grown by knocking down SlMYB12. furthermore, by targeting PSY1 and ANT1, researchers were capable of producing yellow and purple tomatoes. DcMYB7, an R2R3-MYB, was knocked out in the solid purple carrot using CRISPR/Cas9, resulting in yellow roots (Negi et al. 2022).
Table 4.
Research studies using the CRISPR-Cas system focused on pigmentation
| Plant species | Target | Type of manipulation | Type of CRISPR-Cas | Result | References |
|---|---|---|---|---|---|
| Gentiana scabra | Gt5GT, Gt3′GT | Knock-out | CRISPR-Cas9 | The accumulation of delphinidin observed | Tasaki et al. (2019) |
| Brassica oleracea | MYBL2 | Base editing | CRISPR-iSpyMacCas9 | purple varieties developed from green varieties | Khusnutdinov et al. (2022) |
| Torenia fournieri | F3H | Gene suppression | CRISPR-Cas9 | Pale blue flowers generated | Nishihara et al. (2018) |
| C. sinensis L. Osbeck | β-LCY2 | Knock-out | CRISPR-Cas9 | Lycopene and anthocyanin accumulated in the fruit | Salonia et al. (2022) |
| Daucus carota | F3H | Knock-out | CRISPR-Cas9 | anthocyanin accumulation stopped | Klimek-Chodacka et al. (2018) |
| Gentiana scabra | GST1 | Loss of function | CRISPR-Cas9 | anthocyanin accumulation decreased and resulted in the generation of white and pale blue flowers | Tasaki et al. (2020) |
| Brassica oleracea var. alboglabra | BoaCRTISO | Loss of function | CRISPR-Cas9 | Chlorophyll and Carotenoid concentration decreases and yellow color is resulted | Sun et al. (2020) |
| Solanum lycopersicum | SlSGR1 | Knock-out | CRISPR-Cas9 | More Carotenoid were obtained compare with wild type | Ma et al. (2022) |
| Solanum lycopersicum | PSY1, SGR1, MYB12 | simultaneous knockouts | CRISPR-Cas9 | The red-colored fruit was altered to green-colored fruit. Backcrossing the mutant generation with the wild generation can result in various colored fruit from brown to light-green | Yang et al. (2023) |
| Brassica napus | BnaC09.ZEP, BnaA09.ZEP | Knock-out | CRISPR-Cas9 | Carotenoid profile changed and the color of the plant changed to orange from yellow | Liu et al. (2020a) |
Former studies on the modification of ornamental flower color imply that the CRISPR/Cas systems can be used for research on plants’ functional analyses and pigmentation. For example, Masahiro and his colleagues tried to induce mutations using the CRISPR-Cas9 system in the F3H gene which stands for flavanone 3-hydroxylase in the torenia fournieri that has a chief responsibility in the biosynthesis of flavonoid. Mutation in the F3H gene was in charge of the white color in torenia Fournieri. Modification of flower color using CRISPR/Cas9 successfully achieved 80% in the studied plants which shows CRISPR-Cas9’s great potential using for intended gene mutation (Nishihara et al. 2018).
Introducing crops with less water demand and drought tolerance
Water demand is growing briskly more than two times of the human population. Additionally, agriculture is in fact the main water consumer on the planet and estimations say about 70% of the water use goes to this activity worldwide (Leonel and Tonetti 2021). Therefore, it is crucial to introduce new crops requiring less water and/or resistance against drought (Table 5). CRISPR-Cas technology can offer these characteristics to crops and plants. With the rapid advancement of CRISPR/Cas technology, The creation of a C4 plant model will speed up our understanding of the molecular processes underlying the Hatch-Slack pathway's ability to fix CO2, and it may also make it possible to introduce C4 pathway genes into C3 plants, leading to the development of new crops with higher biomass yields and reduced nitrogen and water requirements to satisfy the world's increasing demand for bioenergy and food production (Bandyopadhyay et al. 2020; Peng and Zhang 2021).
Table 5.
CRISPR-Cas technology has been used in some experiments to introduce crops with lower water demands and drought tolerance, aiming to cut down on the amount of water used in agriculture
| Crop species/ plant models | Target | Transfer method | Type of manipulation | Type of CRISPR-Cas | Result | References |
|---|---|---|---|---|---|---|
| Vitis vinifera | VvEPFL9-1 | Agrobacterium-mediated transformation | Loss of function | CRISPR/Cas9 | Intrinsic water-use efficiency enhanced | Clemens et al. (2022) |
| Solanum lycopersicum | SlARF4 | Agrobacterium-mediated transformation | Loss of function | CRISPR/Cas9 | Resistance of plant to water stress enhanced | Chen et al. (2021) |
| Triticum aestivum | TaSal1: exons 4,5, and 7 targeted | Transfer of vector by gene gun | Knock-out | multiplex sgRNA-CRISPR/Cas9 | Water loss reduced | Abdallah et al. (2022) |
| Zea mays | ARGOS8 | Agrobacterium-mediated transformation | Knock-in | CRISPR/Cas9 | Higher yield under drought stress | Shi et al. (2017) |
| Oryza sativa | OsDST | Agrobacterium-mediated transformation | Loss of function | CRISPR/Cas9 | Drought and salt tolerance increased | Santosh Kumar et al. (2020) |
| Glycine max | GmHdz4 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Drought tolerance increased | Zhong et al. (2022) |
| Oryza sativa | IPA1 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | The experiment demonstrates that the IPA1 gene plays a positive role in drought tolerance by activating SNAC1 gene | Chen et al. (2023) |
| Brachypodium distachyon | BdRFS | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Mutated plants showed decreased drought tolerance. Hence, the findings approve the positive role of BdRFS in drought stress | Ying et al. (2023) |
| Oryza sativa | OsLKP2 | - | Knock-out | CRISPR/Cas9 | Drought tolerance increased | Shim et al. (2023) |
| Oryza sativa | OsSAPK3 | Vector inserted into protoplasts | Loss of function | CRISPR/Cas9 | Mutated plants showed decreased drought tolerance. Hence, the findings approve the positive role of OsSAPK3 in drought stress | Lou et al. (2023) |
| Oryza sativa | OsDSR2 | - | Knock-out | CRISPR/Cas9 | Drought and salt tolerance increased | Luo et al. (2023) |
| Oryza sativa | OsNPF8.1 | Agrobacterium-mediated transformation | Knock-out | CRISPR/Cas9 | Mutated plants showed decreased drought and salt tolerance. Hence, the findings approve the positive role of OsSAPK3 in drought and salt stress | Diyang et al. (2023) |
Most of the previous and recent studies on CRISPR applications trigger single genes knock-out and knock-in or create single base changes, but the progression of this technology enables and develops more applications such as rearrangement of chromosomes, say translocation, crossover, or inversion which can lead to amelioration of plant productivity or any other favorite traits. Altogether, we can comprehend that the CRISPR-Cas9 system, can give rise to our knowledge of various plants and crops genes related to beneficial traits and we can employ the data obtained by CRISPR in green biotechnology to reach sustainability (Rönspies et al. 2021).
CRISPR-Cas technology leads us through sustainable environment
The deleterious effects of climate change and pollution largely endanger our planet and all the different ecosystems on it. Climate change can lead to dramatic changes in temperature, rainfall patterns, distribution, etc. The concentration of Greenhouse gases (GHGs), mostly CO2 has unfathomable effects on climate change, therefore, sustainable methods to capture and reduce CO2 and reduce our carbon footprint are the most effective ways to confront with climate change crisis. Based on various research, the most sustainable approaches in terms of long-term environmental safety and economy are bio-based tactics. Accordingly, CO2 bio-sequestration via organisms has arisen as a potential method of fixing CO2 into biomass via the process of photosynthesis which in turn is an effective approach to producing value-added products and bioenergy (Singh and Dhar 2019). New genomic methodologies capable of producing genetically modified organisms using gene-splicing biotechnology techniques and recombinant DNA technology can lead to improvements in sustainable and renewable biofuel and biomaterial production from microorganisms (Lin et al. 2018; Shahcheraghi et al. 2022). Among molecular biology techniques, CRISPR-Cas technology offers an exceptional capacity for targeted genome editing, displaying a more accurate gene knock-out/knock-in system. The most recent advancements in CRISPR-Cas technology may open the door for the advancement of microbial biorefineries capable of producing potentially enhanced biofuel (Lin et al. 2018). By analyzing genetic processes to better microbial strains, this technology can help in the fight against greenhouse gas production (Asadian et al. 2022). Due to the short lifetime and fast-growing time of agricultural crops such as rice, a research group named Innovative Genomics Institute (IGI) founded by Jennifer Doudna, the co-inventor of CRISPR technology, proposed a novel method for bio-sequestration by optimizing traits of crops to capture and storage of CO2 from the environment. Thus, this process slows down the harmful effects of climate change. Via this strategy, the photosynthesis and root systems of crops can be improved and a large amount of biochar and bio-oil could be produced. This project is funded by an 11-million-dollar grant by foundations that demonstrate the promising future of this technology and its parts in assuring the future of our blue planet (Crownhart 2022). CRISPR technology also can be exploited to mitigate carbon-based pollutants as the major origin of environmental pollution and has the ability to accelerate bio-based approaches for environmental remediation such as bioremediation. To sum it up, CRISPR technology offers us sustainable methods and approaches that guide us toward a sustainable environment (Yong et al. 2021).
CRISPR-Cas applications in biofuel production
Biofuel can be defined as a renewable source of energy and classified among cost-efficient and carbon–neutral technologies such as biogas, biohydrogen, biodiesel, biobutanol, syngas, and bioethanol (Zahed et al. 2021). Biofuels fall into four generations. from first to fourth, biofuels respectively derived from edible biomass, non-edible biomass, algal biomass, and genetically engineered organisms (Ganguly et al. 2021). Microorganisms, including microalgae and bacteria, represent a promising and sustainable avenue for biofuel production, offering a green alternative to conventional fossil fuels. This potential stems from their intricate metabolic pathways, encompassing processes such as fatty acid metabolism, the mevalonate pathway, and sugar catabolism. These pathways provide a foundation for efficient biofuel synthesis. The process of biofuel production driven by microorganisms comprises three essential phases: pretreatment, hydrolysis, and fermentation (Rodionova et al. 2017; Javed et al. 2019). Progressions in the process of biofuel production, are advantageous and beneficial due to its characteristics such as reduction in emission of greenhouse gases, cost-effective features and its part in the ongoing and future of the energy market; Thus, makes it an interesting field to study. Additionally, the application of forward-looking technologies for the improvement of biofuel production is vital, therefore, CRISPR-Cas systems as a sound molecular metabolic and genetic engineering tool can be applied for biofuel generation (Shanmugam et al. 2020).
There are several genes related to biofuel tolerance and production, inhibitor tolerance, thermostability, and enzymes associated with the process of biofuel (Table 6). All of those genes and proteins can be engineered via CRISPR-Cas machinery (Otoupal and Chatterjee 2018; Javed et al. 2019). For instance, modification in cAMP Receptor Protein increases oxidative stress and biofuel tolerance in Escherichia coli (Basak and Jiang 2012; Chong et al. 2013; Javed et al. 2019). Microbes’ metabolic pathways of biofuel production can be affected by some dosage of the end product in their culture because of the antimicrobial activities of the final products. by genome engineering of genes related to the biofuel tolerance, their tolerance against the end product can be induced (Otoupal and Chatterjee 2018; Javed et al. 2019) Modifications in RMD6, MSN2, and SSK2 in the Saccharomyces cerevisiae can increase the bacterial toleration against ethanol and furfural. Additionally, modifications in the gene of SSK2 via CRISPR-Cas9 can ameliorate the production of biofuels. Studies report that gene Cel7A in the Trichoderma reesei deteriorates product inhibition of enzymes related to biofuel production processes (Cho et al. 2011; Park et al. 2012). based on former studies, CRISPR-Cas systems can promote microorganisms’ applications say, biofuel production which may lead to a greener environment (Feng et al. 2020).
Table 6.
genes related to biofuel production in bacteria, plant, algae, and fungus which have been targeted via CRISPR-Cas technology to produce biofuels
| Strain | Target(s) | CRISPR-Cas System | Type of manipulation | Type of fermentation | Medium | Result | References |
|---|---|---|---|---|---|---|---|
| Bacillus subtilis (bacteria) | nprB, vpr | CRISPR-Cas9 | nprB and vpr deleted via NHEJ | Shake Flask Fermentation | LB medium | 2.4 times more isobutanol produced than in the wild type | Tian et al. (2022) |
| E. coli SSK42 (bacteria) | adhE | CRISPR/Cas9 | adhE knocked-out and synthetic butanol pathway construct combined into the genome | fed-batch cultivation | xylose in minimal media | The butanol and ethanol titer respectively reached up to 4.32 g/L, and 8.5 g/L of total solvent | Abdelaal et al. (2019) |
| Nicotiana tabacum L. (plant) | NtFAD2-2 | CRISPR/Cas9 | Knock-out | - | - | Oleic acid content was increased up to 67% which makes it more capable of biodiesel production | Tian et al. (2020) |
| S. cerevisiae SCGFA (Fungus) | GPD2, FPS1, ADH2 | CRISPR/Cas9 | Multiple gene knock-outs | batch fermentation | YPD medium | 1.18 times more bioethanol produced than in the wild type | Yang et al. (2022) |
| Clostridium acetobutylicum DSM 792 (bacteria) | bdhA, bdhB, bdhC | CRISPR/Cas9 | Knock-out | batch fermentation | Modified Gapes medium | ethanol and butanol production decreased which demonstrated the role of targeted genes | Wasels et al. (2020) |
| Tetraselmis sp. (green microalga) | AGP | CRISPR/Cas9 | Knock-out | bubble column photobioreactor | artificial seawater | 3.1 times more lipid content was produced than in the wild type | Chang et al. (2020) |
| Bacillus licheniformis (bacteria) | pgsBCAE operon, sacB | CRISPR/Cas9 | Knock-out | fed-batch fermentation | corn steep liquor | mucus synthesis blocked and 2, 3-butanediol bioproduction enhanced | Song et al. (2021) |
| Camelina sativa (plant) | CsFAD2 | CRISPR/Cas9 | Knock-out | - | - | The content of Monounsaturated Fatty Acid increased up to 57.8% | Lee et al. (2021a) |
| Kluyveromyces marxianus (fungus) | KmARO10 combined into URA3 locus | CRISPR/Cas9 | knock-in | fed-batch fermentation | YPD medium | 2-phenylethanol and 2-phenylethyl acetate production, respectively, improved up to 10% and 146% | Li et al. (2021b) |
| Chlamydomonas reinhardtii (algae) | PLA2 | CRISPR/Cas9 | Knock-out |
rotary shaking incubator under continuous white light |
Tris–acetate phosphate | Lipid production improved up to 64.25% | Shin et al. (2019) |
CRISPR-Cas in bioremediation
Bioremediation is a cost-effective, non-toxic, and eco-friendly biotechnology process in which environmental pollution is remediated via microbial pathways like enzymatic pathways in different environments such as terrestrial or aquatic (Dangi et al. 2019; Sharma and Shukla 2022). Disposal of substances containing hydrocarbons like pesticides, plastics, fertilizers, etc., or any other detrimental chemical compounds is vital for the environment because these compounds may lead to bioaccumulation or bio-magnification which endanger ecosystems’ safety (Azubuike et al. 2016; Sharma et al. 2018). Bioremediation mostly relies on the enzymatic activities of microorganisms besides some effective environmental factors such as pH, salinity, nutrient, or temperature of the studied environment. There are many microorganisms that produce enzymes that are beneficial for environmental bioremediation such as Phosphotriesterases, Peroxidases, Oxygenases, Lipases, Laccases, Carboxylesterases, Haloalkane dehalogenases, Cellulases, and many other enzymes (Zahed et al. 2022). Genetic engineering methods such as CRISPR-Cas9 technology give experts in synthetic biology an appropriate approach to upsurge the enzymes production or other microbial production with assistance the hazardous compounds degradation via transferring the coded genes of enzymes into another microbial host with anticipated characteristics to overproduce recombinant strains with more bioremediation capability (Kumari and Chaudhary 2020; Jaiswal and Shukla 2020). The organisms engineered via the CRISPR-Cas system also can be implied as more efficient than before for water and wastewater treatment to reuse the water and wastewater for crop irrigation and/or other activities that require water consumption (Leonel and Tonetti 2021).
Two approaches after identifying the target genes can be used to improve microorganisms' capacity for bioremediation through genetic engineering: 1- enhancing the degradability and strain tolerance of contaminant, such as hydrocarbons, heavy metals, etc., or 2- expressing and synthesizing compounds that assist in degradation, like biosurfactants or antifouling components (Panigrahi et al. 2019; Zahed et al. 2022).
Phytoremediation
The phrase phytoremediation refers to the cleanup of contaminants using plants (Sarma et al. 2021). It is essentially a strategy for restoring soil fertility and cleansing the soil. With the use of CRISPR technology, it is possible to modify DNA, which may subsequently be used to alter the gene sequencing of plants and lessen the negative impacts of heavy metals and other contaminants in the soil. Many model phytoremediators have had their genomes entirely or partly sequenced, including Noccaea caerulescens (a hyperaccumulator of Cd, Zn, and Ni), Arabidopsis halleri (hyperaccumulator of Cd and Zn), Hirschfeldia incana (capable of withstanding Pb), Pteris vittata, and Brassica juncea, as well as several other species (Saxena et al. 2020; Agarwal and Rani 2022).
The NAS1 gene, which codes for the enzyme Nicotianamine synthase, has been added to Arabidopsis and tobacco plants. These plants have demonstrated enhanced tolerance to metals like Cd, Cu, Fe, Mn, Ni, and Zn as well as higher Mn and Ni uptake. In poplar, tobacco, and Arabidopsis plants, overexpression of metallothionein-encoding genes (MTA1, MT1, and MT2) enhanced Cd, Cu, and Zn resistance and accumulation (Basharat et al. 2018; Patel et al. 2022). It is known that the expression of the metallothionein gene, MT2b, together with the up- and down-regulation of genes involved in the generation and catalysis of abscisic acid, increases Hirschfeldia incana’s capacity to tolerate and accumulate Pb (Auguy et al. 2016). In Brassica juncea plants, Se tolerance and accumulation were enhanced by the transfer of the genes APS and SMT, which are in charge of producing ATP sulfurylase and selenocysteine methyltransferase, respectively (Basharat et al. 2018; Patel et al. 2022).
CRISPR-Cas applications in biosurfactant production
Biosurfactants (BS) as secondary and surface-active metabolites are eco-friendly, biodegradable, and non-noxious amphiphilic molecules synthesized by some microorganisms and plants with various applications in bioremediation, food, agriculture, medicine, pharmaceutics, biofilm, wastewater treatment, cosmetics, etc. (Fig. 3) (Hajfarajollah et al. 2018; Markande et al. 2021). Also, some types of BSs show antimicrobial activities, therefore, these biological compounds also can be used for the biocontrol of pathogenic microbes in plants and crops. The BS producers can thrive on many cheap substrates say biochar, agricultural waste, carbohydrates, plant oils, etc. (John et al. 2021). The most common types of BSs include glycolipids, lipopeptides, fatty acids, polymeric surfactants, phospholipids, and neutral lipids (Jimoh and Lin 2019). BSs are biological equivalents of chemical surfactants. they are more environmentally friendly and greener than chemical surfactants but are not economically reasonable to be widely used in different industries. Despite BSs’ advantages, their production cost is still around twelve times higher than chemical surfactants (de Oliveira Schmidt et al. 2021). For overcoming this problem, one of the best and most effective solutions is the genetic engineering of BS producer microorganisms with effective molecular tools such as the CRISPR-Cas9 system (Jimoh et al. 2021; Zahed et al. 2022).
Fig. 3.
Biosurfactant has various applications in many fields that help the planet and individuals to become more sustainable and healthier. CRISPR-Cas9 genome editing technology can introduce microbial strains with the production ability of cost-effective biosurfactants
There are many genes involved in the production of BSs in microorganisms, for example, rhlA, rhlB, rhlR, and rhll in Pseudomonas aeruginosa are responsible for the production of rhamnolipid BS or gene ituD in Bacillus subtilis RB14 has a chief role in production of lipopeptide BS or LuxR-type transcriptional regulators in strain SBW25 of Pseudomonas fluorescens have a significant part in the production of a lipopeptide BS (Markande et al. 2021).
Studies demonstrate that BS production by genetically engineered microorganisms, increases the bioremediation rate of various environmental contaminants say, petroleum hydrocarbons. In the case of bioremediation of contaminants with the help of BS, the more genetically engineered microbes produce BS, the surface tension reduces more rapidly and after reaching the Critical Micelle Concentration (CMC), the BS’s monomers start to form micelles. This phenomenon increases the bioavailability of contaminants and ameliorates the degradation rate of pollutants from the environment (Ali Khan et al. 2017). Furthermore, statistics say that approximately 70 to 75% of prevailing chemical surfactants are produced from petroleum, therefore broad use of BS reduces carbon footprint (Lee et al. 2018). Hence, the use of CRISPR-Cas9 in BS-producing microorganisms with the purpose of producing genetically engineered microbes with higher potential of BS production leads to phenomena like carbon footprint reduction, biocontrol of crops, and more effective bioremediation methods which result in a cleaner and more sustainable environment and agriculture (Nikolova and Gutierrez 2021; Goswami and Deka 2021; Zahed et al. 2021).
Conclusion
As a biotechnological tool, CRISPR-Cas technology can be utilized to combat a number of the crises we are currently facing, including environmental pollution, climate change, etc. The current review, which is based on more than 200 scientific articles and studies, concludes that CRISPR-Cas can hasten the transition to a sustainable world via the available applications in green biotechnology. In the agricultural field, this technology via genetic engineering and amelioration of crops’ traits such as disease resistance, herbicide resistance, yield, nutritional value, pigmentation, and water demand, takes us a step forward to sustainability in agriculture. Additionally, this technique enables us to extend the domestication of plants, advancing the cause of sustainable agriculture. Using CRISPR-Cas technology, it is also possible to modify plants and microbes to enhance carbon capture and reduction through bio-sequestration, bioremediation, phytoremediation, and production of value-added products such as biochar, biosurfactant, and biofuel. Enhancing carbon capture and reduction techniques expedites GHG emissions reduction and aids in our fight against a destructive phenomenon like climate change. The aforementioned technology can speed up bio-based remediation of contaminants, which is effective and environmentally benign. Bio-based products can also lessen carbon footprint. As a result, CRISPR-Cas technology holds out hope for a path toward sustainable agriculture and environment as well as for helping us combat environmental disasters.
Funding
There is no source of funding to declare.
Data availability
All of the datasets generated and/or analyzed during the current review study listed in the “References” section of this article.
Declarations
Conflict of interest
The authors declare that they have no competing interests. There is no human participants and/or animals involved in this research.
References
- Abdallah NA, Elsharawy H, Abulela HA, et al (2022) Multiplex CRISPR/Cas9-mediated genome editing to address drought tolerance in wheat. GM Crops Food 1–17. 10.1080/21645698.2022.2120313 [DOI] [PMC free article] [PubMed]
- Abdelaal AS, Jawed K, Yazdani SS. CRISPR/Cas9-mediated engineering of Escherichia coli for n -butanol production from xylose in defined medium. J Ind Microbiol Biotechnol. 2019;46:965–975. doi: 10.1007/s10295-019-02180-8. [DOI] [PubMed] [Google Scholar]
- Achary VMM, Reddy MK. CRISPR-Cas9 mediated mutation in GRAIN WIDTH and WEIGHT2 (GW2) locus improves aleurone layer and grain nutritional quality in rice. Sci Rep. 2021;11:21941. doi: 10.1038/s41598-021-00828-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Adli M. The CRISPR tool kit for genome editing and beyond. Nat Commun. 2018;9:1911. doi: 10.1038/s41467-018-04252-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Agarwal P, Rani R. Strategic management of contaminated water bodies: Omics, genome-editing and other recent advances in phytoremediation. Environ Technol Innov. 2022;27:102463. doi: 10.1016/j.eti.2022.102463. [DOI] [Google Scholar]
- Ali Khan AH, Tanveer S, Alia S, et al. Role of nutrients in bacterial biosurfactant production and effect of biosurfactant production on petroleum hydrocarbon biodegradation. Ecol Eng. 2017;104:158–164. doi: 10.1016/j.ecoleng.2017.04.023. [DOI] [Google Scholar]
- Alquézar B, Bennici S, Carmona L, et al (2022) Generation of Transfer-DNA-Free Base-Edited Citrus Plants. Front Plant Sci 13:. 10.3389/fpls.2022.835282 [DOI] [PMC free article] [PubMed]
- Amin L, Hashim H, Sidik N, et al (2011) Public attitude towards modern biotechnology. Afr J Biotechnol 10:
- Ansari WA, Chandanshive SU, Bhatt V, et al. Genome editing in cereals: approaches, applications and challenges. Int J Mol Sci. 2020;21:4040. doi: 10.3390/ijms21114040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Asadian M, Saadati M, Bajestani FB, et al (2022) Knockout of Cia5 gene using CRISPR/Cas9 technique in Chlamydomonas reinhardtii and evaluating CO2 sequestration in control and mutant isolates. J Genet 101:6. 10.1007/s12041-021-01350-x [PubMed]
- Auguy F, Fahr M, Moulin P, et al (2016) Transcriptome Changes in Hirschfeldia incana in Response to Lead Exposure. Front Plant Sci 6:. 10.3389/fpls.2015.01231 [DOI] [PMC free article] [PubMed]
- Azubuike CC, Chikere CB, Okpokwasili GC. Bioremediation techniques–classification based on site of application: principles, advantages, limitations and prospects. World J Microbiol Biotechnol. 2016;32:180. doi: 10.1007/s11274-016-2137-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Badhan S, Ball AS, Mantri N. First Report of CRISPR/Cas9 Mediated DNA-Free Editing of 4CL and RVE7 Genes in Chickpea Protoplasts. Int J Mol Sci. 2021;22:396. doi: 10.3390/ijms22010396. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baeg G-J, Kim S-H, Choi D-M, et al. CRISPR/Cas9-mediated mutation of 5-oxoprolinase gene confers resistance to sulfonamide compounds in Arabidopsis. Plant Biotechnol Rep. 2021;15:753–764. doi: 10.1007/s11816-021-00718-w. [DOI] [Google Scholar]
- Bandyopadhyay A, Kancharla N, Javalkote VS, et al (2020) CRISPR-Cas12a (Cpf1): A Versatile Tool in the Plant Genome Editing Tool Box for Agricultural Advancement. Front Plant Sci 11:. 10.3389/fpls.2020.584151 [DOI] [PMC free article] [PubMed]
- Bao A, Chen H, Chen L, et al. CRISPR/Cas9-mediated targeted mutagenesis of GmSPL9 genes alters plant architecture in soybean. BMC Plant Biol. 2019;19:131. doi: 10.1186/s12870-019-1746-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bartkowski B, Theesfeld I, Pirscher F, Timaeus J. Snipping around for food: Economic, ethical and policy implications of CRISPR/Cas genome editing. Geoforum. 2018;96:172–180. doi: 10.1016/j.geoforum.2018.07.017. [DOI] [Google Scholar]
- Basak S, Jiang R (2012) Enhancing E. coli Tolerance towards Oxidative Stress via Engineering Its Global Regulator cAMP Receptor Protein (CRP). PLoS One 7:e51179. 10.1371/journal.pone.0051179 [DOI] [PMC free article] [PubMed]
- Basharat Z, Novo L, Yasmin A. Genome editing weds CRISPR: What is in it for phytoremediation? Plants. 2018;7:51. doi: 10.3390/plants7030051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bauer MW. Distinguishing red and green biotechnology: cultivation effects of the elite press. Int J Public Opin Res. 2005;17:63–89. doi: 10.1093/ijpor/edh057. [DOI] [Google Scholar]
- Biswas S, Zhang D, Shi J. CRISPR/Cas systems: opportunities and challenges for crop breeding. Plant Cell Rep. 2021;40:979–998. doi: 10.1007/s00299-021-02708-2. [DOI] [PubMed] [Google Scholar]
- Biswas S, Ibarra O, Shaphek M, et al (2023) Increasing the level of resistant starch in ‘Presidio’ rice through multiplex CRISPR–Cas9 gene editing of starch branching enzyme genes. Plant Genome 16:. 10.1002/tpg2.20225 [DOI] [PubMed]
- Bollinedi H, Singh AK, Singh N, et al. Genetic and genomic approaches to address rapid rancidity of rice bran. Crit Rev Food Sci Nutr. 2021;61:75–84. doi: 10.1080/10408398.2020.1718598. [DOI] [PubMed] [Google Scholar]
- Butt H, Jamil M, Wang JY, et al. Engineering plant architecture via CRISPR/Cas9-mediated alteration of strigolactone biosynthesis. BMC Plant Biol. 2018;18:174. doi: 10.1186/s12870-018-1387-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Butt H, Eid A, Ali Z, et al (2017) Efficient CRISPR/Cas9-Mediated Genome Editing Using a Chimeric Single-Guide RNA Molecule. Front Plant Sci 8:. 10.3389/fpls.2017.01441 [DOI] [PMC free article] [PubMed]
- Cai Y, Wang M, Chen B, et al. Effects of external Mn2+ activities on OsNRAMP5 expression level and Cd accumulation in indica rice. Environ Pollut. 2020;260:113941. doi: 10.1016/j.envpol.2020.113941. [DOI] [PubMed] [Google Scholar]
- Capdeville N, Schindele P, Puchta H. Getting better all the time—recent progress in the development of CRISPR/Cas-based tools for plant genome engineering. Curr Opin Biotechnol. 2023;79:102854. doi: 10.1016/j.copbio.2022.102854. [DOI] [PubMed] [Google Scholar]
- Casey C, Köcher T, Champion C, et al. Reduced coenzyme Q synthesis confers non-target site resistance to the herbicide thaxtomin A. PLoS Genet. 2023;19:e1010423. doi: 10.1371/journal.pgen.1010423. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chang KS, Kim J, Park H, et al (2020) Enhanced lipid productivity in AGP knockout marine microalga Tetraselmis sp. using a DNA-free CRISPR-Cas9 RNP method. Bioresour Technol 303:122932. 10.1016/j.biortech.2020.122932 [DOI] [PubMed]
- Chattopadhyay A, Purohit J, Mehta S, et al. Precision Genome Editing Toolbox: Applications and Approaches for Improving Rice’s Genetic Resistance to Pathogens. Agronomy. 2022;12:565. doi: 10.3390/agronomy12030565. [DOI] [Google Scholar]
- Che J, Yamaji N, Ma JF. Role of a vacuolar iron transporter OsVIT2 in the distribution of iron to rice grains. New Phytol. 2021;230:1049–1062. doi: 10.1111/nph.17219. [DOI] [PubMed] [Google Scholar]
- Chen K, Wang Y, Zhang R, et al. CRISPR/Cas genome editing and precision plant breeding in agriculture. Annu Rev Plant Biol. 2019;70:667–697. doi: 10.1146/annurev-arplant-050718-100049. [DOI] [PubMed] [Google Scholar]
- Chen M, Zhu X, Liu X, et al. Knockout of auxin response factor SlARF4 improves tomato resistance to water deficit. Int J Mol Sci. 2021;22:3347. doi: 10.3390/ijms22073347. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen F, Zhang H, Li H, et al. IPA1 improves drought tolerance by activating SNAC1 in rice. BMC Plant Biol. 2023;23:55. doi: 10.1186/s12870-023-04062-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cho HS, Moon HS, Kim M, et al. Biodegradability and biodegradation rate of poly(caprolactone)-starch blend and poly(butylene succinate) biodegradable polymer under aerobic and anaerobic environment. Waste Manage. 2011;31:475–480. doi: 10.1016/j.wasman.2010.10.029. [DOI] [PubMed] [Google Scholar]
- Chong H, Huang L, Yeow J, et al. Improving ethanol tolerance of escherichia coli by rewiring its global regulator cAMP receptor protein (CRP) PLoS ONE. 2013;8:e57628. doi: 10.1371/journal.pone.0057628. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Clemens M, Faralli M, Lagreze J, et al (2022) VvEPFL9–1 Knock-Out via CRISPR/Cas9 Reduces Stomatal Density in Grapevine. Front Plant Sci 13:. 10.3389/fpls.2022.878001 [DOI] [PMC free article] [PubMed]
- Cong L, Zhang F (2015) Genome Engineering Using CRISPR-Cas9 System. pp 197–217 [DOI] [PubMed]
- Crownhart C (2022) This CRISPR pioneer wants to capture more carbon with crops. MIT Technology Review . https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/. Accessed 30 Aug 2023
- Dangi AK, Sharma B, Hill RT, Shukla P. Bioremediation through microbes: systems biology and metabolic engineering approach. Crit Rev Biotechnol. 2019;39:79–98. doi: 10.1080/07388551.2018.1500997. [DOI] [PubMed] [Google Scholar]
- Das T, Anand U, Pal T, et al. Exploring the potential of CRISPR/Cas genome editing for vegetable crop improvement: an overview of challenges and approaches. Biotechnol Bioeng. 2023;120:1215–1228. doi: 10.1002/bit.28344. [DOI] [PubMed] [Google Scholar]
- DaSilva EJ (2004) The colours of biotechnology: science, development and humankind. Electronic journal of biotechnology 7:
- de Oliveira Schmidt VK, de Souza CJ, de Oliveira D, de Andrade CJ. Biosurfactant inducers for enhanced production of surfactin and rhamnolipids: an overview. World J Microbiol Biotechnol. 2021;37:21. doi: 10.1007/s11274-020-02970-8. [DOI] [PubMed] [Google Scholar]
- Diyang Q, Rui H, Ji L, et al. Peptide transporter OsNPF8.1 contributes to sustainable growth under salt and drought stresses, and grain yield under nitrogen deficiency in rice. Rice Sci. 2023;30:113–126. doi: 10.1016/j.rsci.2023.01.004. [DOI] [Google Scholar]
- Dong L, Qi X, Zhu J, et al. Supersweet and waxy: meeting the diverse demands for specialty maize by genome editing. Plant Biotechnol J. 2019;17:1853–1855. doi: 10.1111/pbi.13144. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dong H, Huang Y, Wang K. The development of herbicide resistance crop plants using CRISPR/Cas9-mediated gene editing. Genes (basel) 2021;12:912. doi: 10.3390/genes12060912. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Doudna JA, Charpentier E (2014) The new frontier of genome engineering with CRISPR-Cas9. Science (1979) 346:. 10.1126/science.1258096 [DOI] [PubMed]
- Du Y, Liu L, Zhang X, et al. Regulation of OsPIL15 on rice quality. Mol Breeding. 2022;42:39. doi: 10.1007/s11032-022-01311-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Etaware PM. The effects of the phytochemistry of cocoa on the food chemistry of chocolate(s) and how disease resistance in cocoa can be improved using CRISPR/Cas9 technology. Food Chem. 2021;3:100043. doi: 10.1016/j.fochms.2021.100043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Feng S, Hu L, Zhang Q, et al. CRISPR/Cas technology promotes the various application of Dunaliella salina system. Appl Microbiol Biotechnol. 2020;104:8621–8630. doi: 10.1007/s00253-020-10892-6. [DOI] [PubMed] [Google Scholar]
- Galli M, Hochstein S, Iqbal D, et al. CRISPR/SpCas9-mediated KO of epigenetically active MORC proteins increases barley resistance to Bipolaris spot blotch and Fusarium root rot. J Plant Dis Prot. 2022;129:1005–1011. doi: 10.1007/s41348-022-00574-y. [DOI] [Google Scholar]
- Ganguly P, Sarkhel R, Das P (2021) The second- and third-generation biofuel technologies: comparative perspectives. In: Sustainable Fuel Technologies Handbook. Elsevier, pp 29–50
- García-Murillo L, Valencia-Lozano E, Priego-Ranero NA, et al. CRISPRa-mediated transcriptional activation of the SlPR-1 gene in edited tomato plants. Plant Sci. 2023;329:111617. doi: 10.1016/j.plantsci.2023.111617. [DOI] [PubMed] [Google Scholar]
- Gherekhloo J, Fernández-Moreno PT, Alcántara-de la Cruz R, et al. Pro-106-Ser mutation and EPSPS overexpression acting together simultaneously in glyphosate-resistant goosegrass (Eleusine indica) Sci Rep. 2017;7:6702. doi: 10.1038/s41598-017-06772-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ghorbani Faal P, Farsi M, Seifi A, Mirshamsi Kakhki A. Virus-induced CRISPR-Cas9 system improved resistance against tomato yellow leaf curl virus. Mol Biol Rep. 2020;47:3369–3376. doi: 10.1007/s11033-020-05409-3. [DOI] [PubMed] [Google Scholar]
- Gleim S, Lubieniechi S, Smyth SJ. CRISPR-Cas9 Application in Canadian Public and Private Plant Breeding. CRISPR J. 2020;3:44–51. doi: 10.1089/crispr.2019.0061. [DOI] [PubMed] [Google Scholar]
- Goswami M, Deka S (2021) Biosurfactant‐Mediated Biocontrol of Pathogenic Microbes of Crop Plants. In: Biosurfactants for a Sustainable Future. Wiley, pp 491–509
- Grissa I, Vergnaud G, Pourcel C. The CRISPRdb database and tools to display CRISPRs and to generate dictionaries of spacers and repeats. BMC Bioinform. 2007;8:172. doi: 10.1186/1471-2105-8-172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hajfarajollah H, Eslami P, Mokhtarani B, Akbari Noghabi K. Biosurfactants from probiotic bacteria: a review. Biotechnol Appl Biochem. 2018;65:768–783. doi: 10.1002/bab.1686. [DOI] [PubMed] [Google Scholar]
- Hamdan MF, Karlson CKS, Teoh EY, et al. Genome editing for sustainable crop improvement and mitigation of biotic and abiotic stresses. Plants. 2022;11:2625. doi: 10.3390/plants11192625. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Han Y, Teng K, Nawaz G, et al (2019) Generation of semi-dwarf rice (Oryza sativa L.) lines by CRISPR/Cas9-directed mutagenesis of OsGA20ox2 and proteomic analysis of unveiled changes caused by mutations. 3 Biotech 9:387. 10.1007/s13205-019-1919-x [DOI] [PMC free article] [PubMed]
- Harwood RR (2020) A History of Sustainable Agriculture. In: Sustainable Agricultural Systems. CRC Press, pp 3–19
- Huang J, Gao L, Luo S, et al. The genetic editing of GS3 via CRISPR/Cas9 accelerates the breeding of three-line hybrid rice with superior yield and grain quality. Mol Breeding. 2022;42:22. doi: 10.1007/s11032-022-01290-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang X, Wang Y, Wang N (2022b) Base Editors for Citrus Gene Editing. Front Genome Ed 4:. 10.3389/fgeed.2022.852867 [DOI] [PMC free article] [PubMed]
- Hussain B, Lucas SJ, Budak H. CRISPR/Cas9 in plants: at play in the genome and at work for crop improvement. Brief Funct Genomics. 2018 doi: 10.1093/bfgp/ely016. [DOI] [PubMed] [Google Scholar]
- Ishino Y, Krupovic M, Forterre P (2018) History of CRISPR-Cas from Encounter with a Mysterious Repeated Sequence to Genome Editing Technology. J Bacteriol 200:. 10.1128/JB.00580-17 [DOI] [PMC free article] [PubMed]
- Jacobs TB, Zhang N, Patel D, Martin GB. Generation of a collection of mutant tomato lines using pooled CRISPR libraries. Plant Physiol. 2017;174:2023–2037. doi: 10.1104/pp.17.00489. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jaganathan D, Ramasamy K, Sellamuthu G, et al. CRISPR for crop improvement: an update review. Front Plant Sci. 2018 doi: 10.3389/fpls.2018.00985. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jaiswal S, Shukla P. Alternative strategies for microbial remediation of pollutants via synthetic biology. Front Microbiol. 2020 doi: 10.3389/fmicb.2020.00808. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Javed MR, Sadaf M, Ahmed T, et al. CRISPR-cas system: history and prospects as a genome editing tool in microorganisms. Curr Microbiol. 2018;75:1675–1683. doi: 10.1007/s00284-018-1547-4. [DOI] [PubMed] [Google Scholar]
- Javed MR, Noman M, Shahid M, et al. Current situation of biofuel production and its enhancement by CRISPR/Cas9-mediated genome engineering of microbial cells. Microbiol Res. 2019;219:1–11. doi: 10.1016/j.micres.2018.10.010. [DOI] [PubMed] [Google Scholar]
- Jeong K, Muñoz-Bodnar A, Arias Rojas N, et al (2019) CRISPR elements provide a new framework for the genealogy of the citrus canker pathogen Xanthomonas citri pv. citri. BMC Genomics 20:917. 10.1186/s12864-019-6267-z [DOI] [PMC free article] [PubMed]
- Jia H, Orbović V, Wang N. <scp>CRISPR</scp> -LbCas12a-mediated modification of citrus. Plant Biotechnol J. 2019;17:1928–1937. doi: 10.1111/pbi.13109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jimoh AA, Lin J. Biosurfactant: a new frontier for greener technology and environmental sustainability. Ecotoxicol Environ Saf. 2019;184:109607. doi: 10.1016/j.ecoenv.2019.109607. [DOI] [PubMed] [Google Scholar]
- Jimoh AA, Senbadejo TY, Adeleke R, Lin J. Development and genetic engineering of hyper-producing microbial strains for improved synthesis of biosurfactants. Mol Biotechnol. 2021;63:267–288. doi: 10.1007/s12033-021-00302-1. [DOI] [PubMed] [Google Scholar]
- John WC, Ogbonna IO, Gberikon GM, Iheukwumere CC. Evaluation of biosurfactant production potential of Lysinibacillus fusiformis MK559526 isolated from automobile-mechanic-workshop soil. Braz J Microbiol. 2021;52:663–674. doi: 10.1007/s42770-021-00432-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jouanin A, Gilissen LJWJ, Schaart JG, et al. CRISPR/Cas9 gene editing of gluten in wheat to reduce gluten content and exposure—reviewing methods to screen for coeliac safety. Front Nutr. 2020 doi: 10.3389/fnut.2020.00051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Karavolias NG, Horner W, Abugu MN, Evanega SN. Application of gene editing for climate change in agriculture. Front Sustain Food Syst. 2021 doi: 10.3389/fsufs.2021.685801. [DOI] [Google Scholar]
- Ke G, Pao X, Xiaoxia W, et al (2021) Distribution of grain shape related genes in rice big grain Germplasm BG1 and elite restorer line Huazhan and development of relevant functional markers. Chinese Journal OF Rice Science 6:
- Khan MHU, Khan SU, Muhammad A, et al. Induced mutation and epigenetics modification in plants for crop improvement by targeting CRISPR/Cas9 technology. J Cell Physiol. 2018;233:4578–4594. doi: 10.1002/jcp.26299. [DOI] [PubMed] [Google Scholar]
- Khan MZ, Zaidi SS-A, Amin I, Mansoor S. A CRISPR Way for Fast-Forward Crop Domestication. Trends Plant Sci. 2019;24:293–296. doi: 10.1016/j.tplants.2019.01.011. [DOI] [PubMed] [Google Scholar]
- Khusnutdinov E, Sukhareva A, Panfilova M, Mikhaylova E. Anthocyanin biosynthesis genes as model genes for genome editing in plants. Int J Mol Sci. 2021;22:8752. doi: 10.3390/ijms22168752. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Khusnutdinov E, Artyukhin A, Sharifyanova Y, Mikhaylova EV. A mutation in the MYBL2-1 gene is associated with purple pigmentation in brassica oleracea. Int J Mol Sci. 2022;23:11865. doi: 10.3390/ijms231911865. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim Y-A, Moon H, Park C-J (2019) CRISPR/Cas9-targeted mutagenesis of Os8N3 in rice to confer resistance to Xanthomonas oryzae pv. oryzae. Rice 12:67. 10.1186/s12284-019-0325-7 [DOI] [PMC free article] [PubMed]
- Klimek-Chodacka M, Oleszkiewicz T, Lowder LG, et al. Efficient CRISPR/Cas9-based genome editing in carrot cells. Plant Cell Rep. 2018;37:575–586. doi: 10.1007/s00299-018-2252-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kozovska Z, Rajcaniova S, Munteanu P, et al. CRISPR: history and perspectives to the future. Biomed Pharmacother. 2021;141:111917. doi: 10.1016/j.biopha.2021.111917. [DOI] [PubMed] [Google Scholar]
- Kumari A, Chaudhary DR (2020) Engineered microbes and evolving plastic bioremediation technology. In: Bioremediation of Pollutants. Elsevier, pp 417–443
- Lee DW, Lee H, Kwon B-O, et al. Biosurfactant-assisted bioremediation of crude oil by indigenous bacteria isolated from Taean beach sediment. Environ Pollut. 2018;241:254–264. doi: 10.1016/j.envpol.2018.05.070. [DOI] [PubMed] [Google Scholar]
- Lee K-R, Jeon I, Yu H, et al (2021a) Increasing Monounsaturated Fatty Acid Contents in Hexaploid Camelina sativa Seed Oil by FAD2 Gene Knockout Using CRISPR-Cas9. Front Plant Sci 12:. 10.3389/fpls.2021.702930 [DOI] [PMC free article] [PubMed]
- Lee SH, Choi CW, Park KM, et al (2021b) Diversification in Functions and Expressions of Soybean FLOWERING LOCUS T Genes Fine-Tunes Seasonal Flowering. Front Plant Sci 12:. 10.3389/fpls.2021.613675 [DOI] [PMC free article] [PubMed]
- Leonel LP, Tonetti AL. Wastewater reuse for crop irrigation: crop yield, soil and human health implications based on giardiasis epidemiology. Sci Total Environ. 2021;775:145833. doi: 10.1016/j.scitotenv.2021.145833. [DOI] [Google Scholar]
- Li Y, Pan S, Zhang Y, et al. Harnessing Type I and Type III CRISPR-Cas systems for genome editing. Nucleic Acids Res. 2016;44:e34–e34. doi: 10.1093/nar/gkv1044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li R, Li R, Li X, et al. Multiplexed CRISPR/Cas9-mediated metabolic engineering of γ-aminobutyric acid levels in Solanum lycopersicum. Plant Biotechnol J. 2018;16:415–427. doi: 10.1111/pbi.12781. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li W, Chern M, Yin J, et al. Recent advances in broad-spectrum resistance to the rice blast disease. Curr Opin Plant Biol. 2019;50:114–120. doi: 10.1016/j.pbi.2019.03.015. [DOI] [PubMed] [Google Scholar]
- Li J, Jiao G, Sun Y, et al. Modification of starch composition, structure and properties through editing of TaSBEIIa in both winter and spring wheat varieties by CRISPR/Cas9. Plant Biotechnol J. 2021;19:937–951. doi: 10.1111/pbi.13519. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li M, Lang X, Moran Cabrera M, et al. CRISPR-mediated multigene integration enables Shikimate pathway refactoring for enhanced 2-phenylethanol biosynthesis in Kluyveromyces marxianus. Biotechnol Biofuels. 2021;14:3. doi: 10.1186/s13068-020-01852-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li M, Pan X, Li H. Pyramiding of gn1a, gs3, and ipa1 exhibits complementary and additive effects on rice yield. Int J Mol Sci. 2022;23:12478. doi: 10.3390/ijms232012478. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li Z-H, Wang S-L, Zhu Y-J, et al. Control of grain shape and size in rice by two functional alleles of OsPUB3 in varied genetic background. Plants. 2022;11:2530. doi: 10.3390/plants11192530. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li S, Xia L (2020) Precise gene replacement in plants through CRISPR/Cas genome editing technology: current status and future perspectives. aBIOTECH 1:58–73. 10.1007/s42994-019-00009-7 [DOI] [PMC free article] [PubMed]
- Li J, Li Y, Ma L (2021b) Recent advances in CRISPR/Cas9 and applications for wheat functional genomics and breeding. aBIOTECH 2:375–385. 10.1007/s42994-021-00042-5 [DOI] [PMC free article] [PubMed]
- Liang Z, Wu Y, Ma L, et al (2022) Efficient Genome Editing in Setaria italica Using CRISPR/Cas9 and Base Editors. Front Plant Sci 12:. 10.3389/fpls.2021.815946 [DOI] [PMC free article] [PubMed]
- Lin W-R, Lai Y-C, Sung P-K, et al. Enhancing carbon capture and lipid accumulation by genetic carbonic anhydrase in microalgae. J Taiwan Inst Chem Eng. 2018;93:131–141. doi: 10.1016/j.jtice.2018.10.010. [DOI] [Google Scholar]
- Lin S, Liu Z, Zhang K, et al. GL9 from Oryza glumaepatula controls grain size and chalkiness in rice. Crop J. 2023;11:198–207. doi: 10.1016/j.cj.2022.06.006. [DOI] [Google Scholar]
- Liu Y, Ye S, Yuan G, et al. Gene silencing of BnaA09.ZEP and BnaC09.ZEP confers orange color in Brassica napus flowers. Plant J. 2020;104:932–949. doi: 10.1111/tpj.14970. [DOI] [PubMed] [Google Scholar]
- Liu Z, Dong H, Cui Y, et al. Application of different types of CRISPR/Cas-based systems in bacteria. Microb Cell Fact. 2020;19:172. doi: 10.1186/s12934-020-01431-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu Q, Yang F, Zhang J, et al. Application of CRISPR/Cas9 in crop quality improvement. Int J Mol Sci. 2021;22:4206. doi: 10.3390/ijms22084206. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu S, Zhang J, Hu C, et al. Physiological and transcriptome analysis of γ-aminobutyric acid (GABA) in improving Gracilariopsis lemaneiformis stress tolerance at high temperatures. Algal Res. 2021;60:102532. doi: 10.1016/j.algal.2021.102532. [DOI] [Google Scholar]
- Liu S, Zhang X, Xiao S, et al. A single-nucleotide mutation in a GLUTAMATE RECEPTOR-LIKE gene confers resistance to fusarium wilt in gossypium hirsutum. Advanced Science. 2021;8:2002723. doi: 10.1002/advs.202002723. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lou D, Lu S, Chen Z, et al. Molecular characterization reveals that OsSAPK3 improves drought tolerance and grain yield in rice. BMC Plant Biol. 2023;23:53. doi: 10.1186/s12870-023-04071-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu K, Wu B, Wang J, et al. Blocking amino acid transporter Os <scp>AAP</scp> 3 improves grain yield by promoting outgrowth buds and increasing tiller number in rice. Plant Biotechnol J. 2018;16:1710–1722. doi: 10.1111/pbi.12907. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Luo C, Akhtar M, Min W, et al. The suppressed expression of a stress responsive gene “OsDSR2” enhances rice tolerance in drought and salt stress. J Plant Physiol. 2023;282:153927. doi: 10.1016/j.jplph.2023.153927. [DOI] [PubMed] [Google Scholar]
- Lyu Y-S, Cao L-M, Huang W-Q, et al (2022) Disruption of three polyamine uptake transporter genes in rice by CRISPR/Cas9 gene editing confers tolerance to herbicide paraquat. aBIOTECH 3:140–145. 10.1007/s42994-022-00075-4 [DOI] [PMC free article] [PubMed]
- Ma J, Sun S, Whelan J, Shou H. CRISPR/Cas9-mediated knockout of GmFATB1 significantly reduced the amount of saturated fatty acids in soybean seeds. Int J Mol Sci. 2021;22:3877. doi: 10.3390/ijms22083877. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ma L, Zeng N, Cheng K, et al (2022) Changes in fruit pigment accumulation, chloroplast development, and transcriptome analysis in the CRISPR/Cas9-mediated knockout of Stay-green 1 ( slsgr1 ) mutant. Food Quality and Safety 6:. 10.1093/fqsafe/fyab029
- Mallikarjuna MG, Veeraya P, Tomar R, et al (2022) Next-Generation Breeding Approaches for Stress Resilience in Cereals: Current Status and Future Prospects. In: Next-Generation Plant Breeding Approaches for Stress Resilience in Cereal Crops. Springer Nature Singapore, Singapore, pp 1–43
- Manghwar H, Li B, Ding X, et al. CRISPR/Cas systems in genome editing: methodologies and tools for sgRNA design, off-target evaluation, and strategies to mitigate off-target effects. Advanced Science. 2020;7:1902312. doi: 10.1002/advs.201902312. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mao X, Zheng Y, Xiao K, et al. OsPRX2 contributes to stomatal closure and improves potassium deficiency tolerance in rice. Biochem Biophys Res Commun. 2018;495:461–467. doi: 10.1016/j.bbrc.2017.11.045. [DOI] [PubMed] [Google Scholar]
- Mao Y, Botella JR, Liu Y, Zhu J-K. Gene editing in plants: progress and challenges. Natl Sci Rev. 2019;6:421–437. doi: 10.1093/nsr/nwz005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Markande AR, Patel D, Varjani S. A review on biosurfactants: properties, applications and current developments. Bioresour Technol. 2021;330:124963. doi: 10.1016/j.biortech.2021.124963. [DOI] [PubMed] [Google Scholar]
- Maximiano MR, Franco OL. CRISPR/Cas: the new frontier in plant improvement. ACS Agricultural Science & Technology. 2022;2:202–214. doi: 10.1021/acsagscitech.1c00279. [DOI] [Google Scholar]
- Meng H, Sun M, Jiang Z, et al. Comparative transcriptome analysis reveals resistant and susceptible genes in tobacco cultivars in response to infection by Phytophthora nicotianae. Sci Rep. 2021;11:809. doi: 10.1038/s41598-020-80280-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mishra N, Tiwari NP, Sahu VK, Singh Y (2020) Chapter-9 Genome Editing in Plants using CRISPR for Crop Improvement. In: Recent trends in molecular biology and biotechnology. p 153
- Mishra R, Mohanty JN, Mahanty B, Joshi RK (2021) A single transcript CRISPR/Cas9 mediated mutagenesis of CaERF28 confers anthracnose resistance in chilli pepper (Capsicum annuum L.). Planta 254:5. 10.1007/s00425-021-03660-x [DOI] [PubMed]
- Negi C, Vasistha NK, Singh D, et al. Application of CRISPR-mediated gene editing for crop improvement. Mol Biotechnol. 2022;64:1198–1217. doi: 10.1007/s12033-022-00507-y. [DOI] [PubMed] [Google Scholar]
- Nikolova C, Gutierrez T (2021) Biosurfactants and Their Applications in the Oil and Gas Industry: Current State of Knowledge and Future Perspectives. Front Bioeng Biotechnol 9:. 10.3389/fbioe.2021.626639 [DOI] [PMC free article] [PubMed]
- Nishihara M, Higuchi A, Watanabe A, Tasaki K. Application of the CRISPR/Cas9 system for modification of flower color in Torenia fournieri. BMC Plant Biol. 2018;18:331. doi: 10.1186/s12870-018-1539-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ortigosa A, Gimenez-Ibanez S, Leonhardt N, Solano R. Design of a bacterial speck resistant tomato by CRISPR/Cas9-mediated editing of SlJAZ2. Plant Biotechnol J. 2019;17:665–673. doi: 10.1111/pbi.13006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Otoupal PB, Chatterjee A (2018) CRISPR Gene Perturbations Provide Insights for Improving Bacterial Biofuel Tolerance. Front Bioeng Biotechnol 6:. 10.3389/fbioe.2018.00122 [DOI] [PMC free article] [PubMed]
- Panigrahi S, Velraj P, Subba Rao T (2019) Functional Microbial Diversity in Contaminated Environment and Application in Bioremediation. In: Microbial Diversity in the Genomic Era. Elsevier, pp 359–385
- Park S-H, Bang SW, Jeong JS, et al. Analysis of the APX, PGD1 and R1G1B constitutive gene promoters in various organs over three homozygous generations of transgenic rice plants. Planta. 2012;235:1397–1408. doi: 10.1007/s00425-011-1582-x. [DOI] [PubMed] [Google Scholar]
- Patel H, Shakhreliya S, Maurya R, et al (2022) CRISPR-assisted strategies for futuristic phytoremediation. In: Assisted Phytoremediation. Elsevier, pp 203–220
- Peng R, Zhang B. Foxtail millet: a new model for C4 plants. Trends Plant Sci. 2021;26:199–201. doi: 10.1016/j.tplants.2020.12.003. [DOI] [PubMed] [Google Scholar]
- Preston JC, Hileman LC (2013) Functional Evolution in the Plant SQUAMOSA-PROMOTER BINDING PROTEIN-LIKE (SPL) Gene Family. Front Plant Sci 4:. 10.3389/fpls.2013.00080 [DOI] [PMC free article] [PubMed]
- Puchta H. Applying CRISPR/Cas for genome engineering in plants: the best is yet to come. Curr Opin Plant Biol. 2017;36:1–8. doi: 10.1016/j.pbi.2016.11.011. [DOI] [PubMed] [Google Scholar]
- Ramos RN, Zhang N, Lauff DB, et al. Loss-of-function mutations in WRKY22 and WRKY25 impair stomatal-mediated immunity and PTI and ETI responses against Pseudomonas syringae pv. tomato. Plant Mol Biol. 2023;112:161–177. doi: 10.1007/s11103-023-01358-0. [DOI] [PubMed] [Google Scholar]
- Rasheed A, Gill RA, Hassan MU, et al. A critical review: recent advancements in the use of CRISPR/Cas9 technology to enhance crops and alleviate global food crises. Curr Issues Mol Biol. 2021;43:1950–1976. doi: 10.3390/cimb43030135. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ricroch A, Clairand P, Harwood W. Use of CRISPR systems in plant genome editing: toward new opportunities in agriculture. Emerg Top Life Sci. 2017;1:169–182. doi: 10.1042/ETLS20170085. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rodionova MV, Poudyal RS, Tiwari I, et al. Biofuel production: challenges and opportunities. Int J Hydrogen Energy. 2017;42:8450–8461. doi: 10.1016/j.ijhydene.2016.11.125. [DOI] [Google Scholar]
- Rönspies M, Schindele P, Puchta H. CRISPR/Cas-mediated chromosome engineering: opening up a new avenue for plant breeding. J Exp Bot. 2021;72:177–183. doi: 10.1093/jxb/eraa463. [DOI] [PubMed] [Google Scholar]
- Rosa-Martínez E, Adalid AM, Alvarado LE, et al (2021) Variation for Composition and Quality in a Collection of the Resilient Mediterranean ‘de penjar’ Long Shelf-Life Tomato Under High and Low N Fertilization Levels. Front Plant Sci 12:. 10.3389/fpls.2021.633957 [DOI] [PMC free article] [PubMed]
- Ruyi R, Qiang Z, Futai N, et al (2021) Breeding for PVY resistance in tobacco LJ911 using CRISPR/Cas9 technology. Crop Breeding and Applied Biotechnology 21:. 10.1590/1984-70332021v21n1a6
- Salonia F, Ciacciulli A, Pappalardo HD, et al (2022) A dual sgRNA-directed CRISPR/Cas9 construct for editing the fruit-specific β-cyclase 2 gene in pigmented citrus fruits. Front Plant Sci 13:. 10.3389/fpls.2022.975917 [DOI] [PMC free article] [PubMed]
- Sampson TR, Weiss DS. Exploiting CRISPR/Cas systems for biotechnology. BioEssays. 2014;36:34–38. doi: 10.1002/bies.201300135. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Santosh Kumar VV, Verma RK, Yadav SK, et al. CRISPR-Cas9 mediated genome editing of drought and salt tolerance (OsDST) gene in indica mega rice cultivar MTU1010. Physiol Mol Biol Plants. 2020;26:1099–1110. doi: 10.1007/s12298-020-00819-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sarma H, Islam NF, Prasad R, et al. Enhancing phytoremediation of hazardous metal(loid)s using genome engineering CRISPR–Cas9 technology. J Hazard Mater. 2021;414:125493. doi: 10.1016/j.jhazmat.2021.125493. [DOI] [PubMed] [Google Scholar]
- Saxena P, Singh NK, Harish, et al (2020) Recent advances in phytoremediation using genome engineering CRISPR–Cas9 technology. In: Bioremediation of Pollutants. Elsevier, pp 125–141
- Scheben A, Edwards D. Towards a more predictable plant breeding pipeline with CRISPR/Cas-induced allelic series to optimize quantitative and qualitative traits. Curr Opin Plant Biol. 2018;45:218–225. doi: 10.1016/j.pbi.2018.04.013. [DOI] [PubMed] [Google Scholar]
- Shahcheraghi N, Golchin H, Sadri Z, et al (2022) Nano-biotechnology, an applicable approach for sustainable future. 3 Biotech 12:65. 10.1007/s13205-021-03108-9 [DOI] [PMC free article] [PubMed]
- Shanmugam S, Ngo H-H, Wu Y-R. Advanced CRISPR/Cas-based genome editing tools for microbial biofuels production: a review. Renew Energy. 2020;149:1107–1119. doi: 10.1016/j.renene.2019.10.107. [DOI] [Google Scholar]
- Shao X, Wu S, Dou T, et al. Using CRISPR/Cas9 genome editing system to create MaGA20ox2 gene-modified semi-dwarf banana. Plant Biotechnol J. 2020;18:17–19. doi: 10.1111/pbi.13216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sharma B, Shukla P. Futuristic avenues of metabolic engineering techniques in bioremediation. Biotechnol Appl Biochem. 2022;69:51–60. doi: 10.1002/bab.2080. [DOI] [PubMed] [Google Scholar]
- Sharma B, Dangi AK, Shukla P. Contemporary enzyme based technologies for bioremediation: a review. J Environ Manage. 2018;210:10–22. doi: 10.1016/j.jenvman.2017.12.075. [DOI] [PubMed] [Google Scholar]
- Shi J, Gao H, Wang H, et al. ARGOS8 variants generated by CRISPR-Cas9 improve maize grain yield under field drought stress conditions. Plant Biotechnol J. 2017;15:207–216. doi: 10.1111/pbi.12603. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shim Y, Seong G, Choi Y, et al. Suppression of cuticular wax biosynthesis mediated by rice LOV KELCH REPEAT PROTEIN 2 supports a negative role in drought stress tolerance. Plant Cell Environ. 2023;46:1504–1520. doi: 10.1111/pce.14549. [DOI] [PubMed] [Google Scholar]
- Shin YS, Jeong J, Nguyen THT, et al. Targeted knockout of phospholipase A2 to increase lipid productivity in Chlamydomonas reinhardtii for biodiesel production. Bioresour Technol. 2019;271:368–374. doi: 10.1016/j.biortech.2018.09.121. [DOI] [PubMed] [Google Scholar]
- Shin Y-H, Lee H-M, Park Y-D (2022) CRISPR/Cas9-Mediated Editing of AGAMOUS-like Genes Results in a Late-Bolting Phenotype in Chinese Cabbage (Brassica rapa ssp. pekinensis). Int J Mol Sci 23:15009. 10.3390/ijms232315009 [DOI] [PMC free article] [PubMed]
- Shivram H, Cress BF, Knott GJ, Doudna JA. Controlling and enhancing CRISPR systems. Nat Chem Biol. 2021;17:10–19. doi: 10.1038/s41589-020-00700-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shu H, Luo Z, Peng Z, Wang J. The application of CRISPR/Cas9 in hairy roots to explore the functions of AhNFR1 and AhNFR5 genes during peanut nodulation. BMC Plant Biol. 2020;20:417. doi: 10.1186/s12870-020-02614-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Singh J, Dhar DW (2019) Overview of Carbon Capture Technology: Microalgal Biorefinery Concept and State-of-the-Art. Front Mar Sci 6:. 10.3389/fmars.2019.00029
- Singroha G, Sharma P, Sunkur R. Current status of <scp>microRNA</scp> -mediated regulation of drought stress responses in cereals. Physiol Plant. 2021;172:1808–1821. doi: 10.1111/ppl.13451. [DOI] [PubMed] [Google Scholar]
- Song CW, Rathnasingh C, Song H. CRISPR-Cas9 mediated metabolic engineering of a mucoid Bacillus licheniformis isolate for mass production of 2,3-butanediol. Biochem Eng J. 2021;175:108141. doi: 10.1016/j.bej.2021.108141. [DOI] [Google Scholar]
- Sun B, Jiang M, Zheng H, et al. Color-related chlorophyll and carotenoid concentrations of Chinese kale can be altered through CRISPR/Cas9 targeted editing of the carotenoid isomerase gene BoaCRTISO. Hortic Res. 2020;7:161. doi: 10.1038/s41438-020-00379-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tasaki K, Higuchi A, Watanabe A, et al. Effects of knocking out three anthocyanin modification genes on the blue pigmentation of gentian flowers. Sci Rep. 2019;9:15831. doi: 10.1038/s41598-019-51808-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tasaki K, Yoshida M, Nakajima M, et al. Molecular characterization of an anthocyanin-related glutathione S-transferase gene in Japanese gentian with the CRISPR/Cas9 system. BMC Plant Biol. 2020;20:370. doi: 10.1186/s12870-020-02565-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tian S, Jiang L, Cui X, et al. Engineering herbicide-resistant watermelon variety through CRISPR/Cas9-mediated base-editing. Plant Cell Rep. 2018;37:1353–1356. doi: 10.1007/s00299-018-2299-0. [DOI] [PubMed] [Google Scholar]
- Tian J, Xing B, Li M, et al. Efficient large-scale and scarless genome engineering enables the construction and screening of bacillus subtilis biofuel overproducers. Int J Mol Sci. 2022;23:4853. doi: 10.3390/ijms23094853. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tian Y, Chen K, Li X, et al (2020) Design of high-oleic tobacco (Nicotiana tabacum L.) seed oil by CRISPR-Cas9-mediated knockout of NtFAD2–2. BMC Plant Biol 20:233. 10.1186/s12870-020-02441-0 [DOI] [PMC free article] [PubMed]
- Tripathi JN, Ntui VO, Shah T, Tripathi L. CRISPR/Cas9-mediated editing of DMR6 orthologue in banana (Musa spp.) confers enhanced resistance to bacterial disease. Plant Biotechnol J. 2021;19:1291–1293. doi: 10.1111/pbi.13614. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tripathi L, Ntui VO, Tripathi JN. Control of bacterial diseases of banana using CRISPR/Cas-based gene editing. Int J Mol Sci. 2022;23:3619. doi: 10.3390/ijms23073619. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tripathi L, Dhugga KS, Ntui VO, et al (2022a) Genome Editing for Sustainable Agriculture in Africa. Front Genome Ed 4:. 10.3389/fgeed.2022.876697 [DOI] [PMC free article] [PubMed]
- Usman B, Nawaz G, Zhao N, et al (2020a) Generation of High Yielding and Fragrant Rice (Oryza sativa L.) Lines by CRISPR/Cas9 Targeted Mutagenesis of Three Homoeologs of Cytochrome P450 Gene Family and OsBADH2 and Transcriptome and Proteome Profiling of Revealed Changes Triggered by Mutations. Plants 9:788. 10.3390/plants9060788 [DOI] [PMC free article] [PubMed]
- Usman B, Nawaz G, Zhao N, et al (2020b) Precise Editing of the OsPYL9 Gene by RNA-Guided Cas9 Nuclease Confers Enhanced Drought Tolerance and Grain Yield in Rice (Oryza sativa L.) by Regulating Circadian Rhythm and Abiotic Stress Responsive Proteins. Int J Mol Sci 21:7854. 10.3390/ijms21217854 [DOI] [PMC free article] [PubMed]
- Usman B, Nawaz G, Zhao N, et al (2020c) Programmed Editing of Rice (Oryza sativa L.) OsSPL16 Gene Using CRISPR/Cas9 Improves Grain Yield by Modulating the Expression of Pyruvate Enzymes and Cell Cycle Proteins. Int J Mol Sci 22:249. 10.3390/ijms22010249 [DOI] [PMC free article] [PubMed]
- van der Oost J, Jore MM, Westra ER, et al. CRISPR-based adaptive and heritable immunity in prokaryotes. Trends Biochem Sci. 2009;34:401–407. doi: 10.1016/j.tibs.2009.05.002. [DOI] [PubMed] [Google Scholar]
- Wada N, Ueta R, Osakabe Y, Osakabe K. Precision genome editing in plants: state-of-the-art in CRISPR/Cas9-based genome engineering. BMC Plant Biol. 2020;20:234. doi: 10.1186/s12870-020-02385-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wan D-Y, Guo Y, Cheng Y, et al. CRISPR/Cas9-mediated mutagenesis of VvMLO3 results in enhanced resistance to powdery mildew in grapevine (Vitis vinifera) Hortic Res. 2020;7:116. doi: 10.1038/s41438-020-0339-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang X, Tu M, Wang D, et al. CRISPR/Cas9-mediated efficient targeted mutagenesis in grape in the first generation. Plant Biotechnol J. 2018;16:844–855. doi: 10.1111/pbi.12832. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang L, Chen S, Peng A, et al. CRISPR/Cas9-mediated editing of CsWRKY22 reduces susceptibility to Xanthomonas citri subsp. citri in Wanjincheng orange (Citrus sinensis (L.) Osbeck) Plant Biotechnol Rep. 2019;13:501–510. doi: 10.1007/s11816-019-00556-x. [DOI] [Google Scholar]
- Wang W, Pan Q, Tian B, et al. Gene editing of the wheat homologs of <scp>TONNEAU</scp> 1-recruiting motif encoding gene affects grain shape and weight in wheat. Plant J. 2019;100:251–264. doi: 10.1111/tpj.14440. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang F, Han T, Song Q, et al. The rice circadian clock regulates tiller growth and panicle development through strigolactone signaling and sugar sensing. Plant Cell. 2020;32:3124–3138. doi: 10.1105/tpc.20.00289. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang W, Tian B, Pan Q, et al. Expanding the range of editable targets in the wheat genome using the variants of the Cas12a and Cas9 nucleases. Plant Biotechnol J. 2021;19:2428–2441. doi: 10.1111/pbi.13669. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Z, Wan L, Xin Q, et al. Optimizing glyphosate tolerance in rapeseed by CRISPR/Cas9-based geminiviral donor DNA replicon system with Csy4-based single-guide RNA processing. J Exp Bot. 2021;72:4796–4808. doi: 10.1093/jxb/erab167. [DOI] [PubMed] [Google Scholar]
- Wang W, Wang W, Pan Y, et al. A new gain-of-function OsGS2/GRF4 allele generated by CRISPR/Cas9 genome editing increases rice grain size and yield. Crop J. 2022;10:1207–1212. doi: 10.1016/j.cj.2022.01.004. [DOI] [Google Scholar]
- Wang Y, Tang Q, Kang Y, et al. Analysis of the utilization and prospects of CRISPR-Cas technology in the annotation of gene function and creation new germplasm in maize based on patent data. Cells. 2022;11:3471. doi: 10.3390/cells11213471. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Y, Zafar N, Ali Q, et al. CRISPR/Cas genome editing technologies for plant improvement against biotic and abiotic stresses: advances, limitations, and future perspectives. Cells. 2022;11:3928. doi: 10.3390/cells11233928. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wasels F, Chartier G, Hocq R, Lopes Ferreira N (2020) A CRISPR/Anti-CRISPR Genome Editing Approach Underlines the Synergy of Butanol Dehydrogenases in Clostridium acetobutylicum DSM 792. Appl Environ Microbiol 86:. 10.1128/AEM.00408-20 [DOI] [PMC free article] [PubMed]
- Wei Z, Abdelrahman M, Gao Y, et al. Engineering broad-spectrum resistance to bacterial blight by CRISPR-Cas9-mediated precise homology directed repair in rice. Mol Plant. 2021;14:1215–1218. doi: 10.1016/j.molp.2021.05.012. [DOI] [PubMed] [Google Scholar]
- Wolter F, Puchta H. In planta gene targeting can be enhanced by the use of CRISPR/Cas12a. Plant J. 2019;100:1083–1094. doi: 10.1111/tpj.14488. [DOI] [PubMed] [Google Scholar]
- Wolter F, Schindele P, Puchta H. Plant breeding at the speed of light: the power of CRISPR/Cas to generate directed genetic diversity at multiple sites. BMC Plant Biol. 2019;19:176. doi: 10.1186/s12870-019-1775-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu J, Chen C, Xian G, et al. Engineering herbicide-resistant oilseed rape by CRISPR/Cas9-mediated cytosine base-editing. Plant Biotechnol J. 2020;18:1857–1859. doi: 10.1111/pbi.13368. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xie Y, Liu X, Sun C, et al (2023) CsTRM5 regulates fruit shape via mediating cell division direction and cell expansion in cucumber. Hortic Res 10:. 10.1093/hr/uhad007 [DOI] [PMC free article] [PubMed]
- Xu J, Kang B, Naing AH, et al. <scp>CRISPR</scp> /Cas9-mediated editing of 1-aminocyclopropane-1-carboxylate oxidase1 enhances Petunia flower longevity. Plant Biotechnol J. 2020;18:287–297. doi: 10.1111/pbi.13197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu X, Chemparathy A, Zeng L, et al. Engineered miniature CRISPR-Cas system for mammalian genome regulation and editing. Mol Cell. 2021;81:4333–4345.e4. doi: 10.1016/j.molcel.2021.08.008. [DOI] [PubMed] [Google Scholar]
- Yang P, Jiang S, Jiang S, et al. CRISPR-Cas9 approach constructed engineered saccharomyces cerevisiae with the deletion of GPD2, FPS1, and ADH2 to enhance the production of ethanol. Journal of Fungi. 2022;8:703. doi: 10.3390/jof8070703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang T, Ali M, Lin L, et al (2023) Recoloring tomato fruit by CRISPR/Cas9-mediated multiplex gene editing. Hortic Res 10:. 10.1093/hr/uhac214 [DOI] [PMC free article] [PubMed]
- Ying S, Scheible W-R, Lundquist PK. A stress-inducible protein regulates drought tolerance and flowering time in Brachypodium and Arabidopsis. Plant Physiol. 2023;191:643–659. doi: 10.1093/plphys/kiac486. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yong JJJY, Chew KW, Khoo KS, et al. Prospects and development of algal-bacterial biotechnology in environmental management and protection. Biotechnol Adv. 2021;47:107684. doi: 10.1016/j.biotechadv.2020.107684. [DOI] [PubMed] [Google Scholar]
- Young J, Zastrow-Hayes G, Deschamps S, et al. CRISPR-Cas9 editing in maize: systematic evaluation of off-target activity and its relevance in crop improvement. Sci Rep. 2019;9:6729. doi: 10.1038/s41598-019-43141-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zafar K, Khan MZ, Amin I, et al (2023) Employing template-directed CRISPR-based editing of the OsALS gene to create herbicide tolerance in Basmati rice. AoB Plants 15:. 10.1093/aobpla/plac059 [DOI] [PMC free article] [PubMed]
- Zahed MA, Movahed E, Khodayari A, et al. Biotechnology for carbon capture and fixation: Critical review and future directions. J Environ Manage. 2021;293:112830. doi: 10.1016/j.jenvman.2021.112830. [DOI] [PubMed] [Google Scholar]
- Zahed MA, Matinvafa MA, Azari A, Mohajeri L. Biosurfactant, a green and effective solution for bioremediation of petroleum hydrocarbons in the aquatic environment. Discover Water. 2022;2:5. doi: 10.1007/s43832-022-00013-x. [DOI] [Google Scholar]
- Zaychikova MV, Danilenko VN, Maslov DA. CRISPR-cas systems: prospects for use in medicine. Appl Sci. 2020;10:9001. doi: 10.3390/app10249001. [DOI] [Google Scholar]
- Zhai Y, Yu K, Cai S, et al. Targeted mutagenesis of BnTT8 homologs controls yellow seed coat development for effective oil production in Brassica napus L. Plant Biotechnol J. 2020;18:1153–1168. doi: 10.1111/pbi.13281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y, Liang Z, Zong Y, et al. Efficient and transgene-free genome editing in wheat through transient expression of CRISPR/Cas9 DNA or RNA. Nat Commun. 2016;7:12617. doi: 10.1038/ncomms12617. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang T, Zhao Y, Ye J, et al. Establishing CRISPR/Cas13a immune system conferring RNA virus resistance in both dicot and monocot plants. Plant Biotechnol J. 2019;17:1185–1187. doi: 10.1111/pbi.13095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang L, Zhang H, Liu Y, et al. A CRISPR–Cas9 system for multiple genome editing and pathway assembly in Candida tropicalis. Biotechnol Bioeng. 2020;117:531–542. doi: 10.1002/bit.27207. [DOI] [PubMed] [Google Scholar]
- Zhang M, Liu Q, Yang X, et al. CRISPR/Cas9-mediated mutagenesis of Clpsk1 in watermelon to confer resistance to Fusarium oxysporum f.sp. niveum. Plant Cell Rep. 2020;39:589–595. doi: 10.1007/s00299-020-02516-0. [DOI] [PubMed] [Google Scholar]
- Zhang D, Zhang Z, Unver T, Zhang B. CRISPR/Cas: a powerful tool for gene function study and crop improvement. J Adv Res. 2021;29:207–221. doi: 10.1016/j.jare.2020.10.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Z, Ge X, Luo X, et al (2018) Simultaneous Editing of Two Copies of Gh14-3-3d Confers Enhanced Transgene-Clean Plant Defense Against Verticillium dahliae in Allotetraploid Upland Cotton. Front Plant Sci 9:. 10.3389/fpls.2018.00842 [DOI] [PMC free article] [PubMed]
- Zhang X, Low YC, Lawton MA, et al (2021c) CRISPR-Editing of Sweet Basil (Ocimum basilicum L.) Homoserine Kinase Gene for Improved Downy Mildew Disease Resistance. Front Genome Ed 3:. 10.3389/fgeed.2021.629769 [DOI] [PMC free article] [PubMed]
- Zheng M, Zhang L, Tang M, et al. Knockout of two Bna <scp>MAX</scp> 1 homologs by <scp>CRISPR</scp> /Cas9-targeted mutagenesis improves plant architecture and increases yield in rapeseed (Brassica napus L.) Plant Biotechnol J. 2020;18:644–654. doi: 10.1111/pbi.13228. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zheng S, Ye C, Lu J, et al. Improving the rice photosynthetic efficiency and yield by editing OsHXK1 via CRISPR/Cas9 System. Int J Mol Sci. 2021;22:9554. doi: 10.3390/ijms22179554. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zheng Q, Takei-Hoshi R, Okumura H, et al. Genome editing of SlMYB3R3, a cell cycle transcription factor gene of tomato, induces elongated fruit shape. J Exp Bot. 2022;73:7312–7325. doi: 10.1093/jxb/erac352. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhong X, Hong W, Shu Y, et al (2022) CRISPR/Cas9 mediated gene-editing of GmHdz4 transcription factor enhances drought tolerance in soybean (Glycine max [L.] Merr.). Front Plant Sci 13:. 10.3389/fpls.2022.988505 [DOI] [PMC free article] [PubMed]
- Zhu H, Li C, Gao C. Applications of CRISPR–Cas in agriculture and plant biotechnology. Nat Rev Mol Cell Biol. 2020;21:661–677. doi: 10.1038/s41580-020-00288-9. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
All of the datasets generated and/or analyzed during the current review study listed in the “References” section of this article.



