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Dan Y, Huang F, Xu J, He Y, Peng R, Li C, Song J, Hao Y, Tian Z. A Novel Allelic Variant of OsAGPL2 Influences Rice Eating and Cooking Quality. Cells 2025; 14:634. [PMID: 40358158 PMCID: PMC12071516 DOI: 10.3390/cells14090634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2025] [Revised: 04/18/2025] [Accepted: 04/22/2025] [Indexed: 05/15/2025] Open
Abstract
Starch biosynthesis is crucial in determining rice quality during rice endosperm development. This study obtained a stable inheritable white-core endosperm mutant, h5, by treating the japonica rice variety Nipponbare with MNU (N-methyl-N-nitro-sourea). The mutated gene is an allele of OsAGPL2, which encodes the large subunit of ADP-glucose pyrophosphorylase (AGPase), a key and rate-limiting enzyme in the rice starch biosynthesis pathway. A G-C mutation in the third exon of OsAGPL2 led to impaired starch synthesis, significantly reduced amylose content (AC) and gel consistency (GC), and a marked decrease in AGPase activity. The haplotype analysis revealed that an SNP in the 3'UTR and two SNPs in the 5'UTR of OsAGPL2 were associated with significant differences in AC and GC among rice resources. These SNPs can be utilized to design molecular markers for breeding programs to improve rice quality. This study elucidates the impact of OsAGPL2 on the eating and cooking quality of rice. It identifies superior haplotypes, providing a theoretical foundation and molecular markers for accumulating minor-effect genes to enhance rice quality.
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Affiliation(s)
- Yuqing Dan
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, College of Life Science, Yangtze University, Jingzhou 434025, China; (Y.D.); (Y.H.); (R.P.)
| | - Fudeng Huang
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (F.H.); (C.L.); (J.S.)
| | - Junfeng Xu
- State Key Laboratory for Quality and Safety of Agro-Products, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China;
- Key Laboratory of Traceability for Agricultural Genetically Modified Organisms, Ministry of Agriculture and Rural Affairs, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China
| | - Yong He
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, College of Life Science, Yangtze University, Jingzhou 434025, China; (Y.D.); (Y.H.); (R.P.)
| | - Ruixiao Peng
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, College of Life Science, Yangtze University, Jingzhou 434025, China; (Y.D.); (Y.H.); (R.P.)
| | - Chunshou Li
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (F.H.); (C.L.); (J.S.)
| | - Jiayu Song
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (F.H.); (C.L.); (J.S.)
| | - Yuanyuan Hao
- Institute of Crop and Nuclear Technology Utilization, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China; (F.H.); (C.L.); (J.S.)
| | - Zhihong Tian
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, College of Life Science, Yangtze University, Jingzhou 434025, China; (Y.D.); (Y.H.); (R.P.)
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Yan J, Yu J, Shen H, Zhou L, Chen Z, Fan X, Li Q, Zhang C, Liu Q, Huang L, Liu Q. Creating a Superior Wx Allele with Temperature-Responsive Amylose Regulation and a Novel Transcriptional Pattern in Rice via CRISPR/Cas9-Mediated Promoter Editing. Foods 2025; 14:1330. [PMID: 40282732 PMCID: PMC12026567 DOI: 10.3390/foods14081330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Revised: 04/09/2025] [Accepted: 04/10/2025] [Indexed: 04/29/2025] Open
Abstract
High quality stands as a pivotal competitive edge in the rice industry. Optimizing amylose content (AC) and the physicochemical properties of endosperm starch by regulating the Wx gene is crucial for enhancing rice grain quality. In this study, we created a novel Wxb-d25 allele by deleting a 25 bp segment (-26 to -2) within the Wx core promoter using CRISPR/Cas9. Compared with the wild type and the previously reported Wxb-i1, Wxb-d25 exhibited no significant changes in agronomic traits. However, its grains displayed temperature-dependent variations in AC and altered transparency and viscosity characteristics, holding the potential to synergistically improve both the eating and cooking quality (ECQ) and appearance quality (AQ) of rice. Further studies demonstrated that this promoter modification, by partially disrupting the transcription initiator, significantly downregulated the original Wx-01 transcript and generated a novel Wx transcript (ONT.7395.1) in Wxb-d25 grains. Despite its low expression abundance, the ONT.7395.1 transcript could be completely processed into mature Wx mRNA. The combined effects of the dual transcripts resulted in significantly increased Wx gene expression and AC in Wxb-d25 grains under conventional cultivation conditions. These findings provide a genetic resource and a theoretical foundation for utilizing the Wxb-d25 allele to improve rice grain quality.
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Affiliation(s)
- Jiali Yan
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Jiawen Yu
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Huimin Shen
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Lihui Zhou
- Jiangsu High Quality Rice Research and Development Center, Jiangsu Key Laboratory for Agro-Biology, Institute of Food Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China
| | - Zhuanzhuan Chen
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
- Yangzhou Modern Seed Innovation Institute, Gaoyou 225600, China
| | - Xiaolei Fan
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
- Yangzhou Modern Seed Innovation Institute, Gaoyou 225600, China
| | - Qianfeng Li
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
- Yangzhou Modern Seed Innovation Institute, Gaoyou 225600, China
| | - Changquan Zhang
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
- Yangzhou Modern Seed Innovation Institute, Gaoyou 225600, China
| | - Qing Liu
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
| | - Lichun Huang
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
- Yangzhou Modern Seed Innovation Institute, Gaoyou 225600, China
| | - Qiaoquan Liu
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Zhongshan Biological Breeding Laboratory, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
- Yangzhou Modern Seed Innovation Institute, Gaoyou 225600, China
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Kaur N, Qadir M, Francis DV, Alok A, Tiwari S, Ahmed ZFR. CRISPR/Cas9: a sustainable technology to enhance climate resilience in major Staple Crops. Front Genome Ed 2025; 7:1533197. [PMID: 40171546 PMCID: PMC11958969 DOI: 10.3389/fgeed.2025.1533197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Accepted: 02/27/2025] [Indexed: 04/03/2025] Open
Abstract
Climate change is a global concern for agriculture, food security, and human health. It affects several crops and causes drastic losses in yield, leading to severe disturbances in the global economy, environment, and community. The consequences on important staple crops, such as rice, maize, and wheat, will worsen and create food insecurity across the globe. Although various methods of trait improvements in crops are available and are being used, clustered regularly interspaced short palindromic repeats and CRISPR-associated protein 9 (CRISPR/Cas9) mediated genome manipulation have opened a new avenue for functional genomics and crop improvement. This review will discuss the progression in crop improvement from conventional breeding methods to advanced genome editing techniques and how the CRISPR/Cas9 technology can be applied to enhance the tolerance of the main cereal crops (wheat, rice, and maize) against any harsh climates. CRISPR/Cas endonucleases and their derived genetic engineering tools possess high accuracy, versatile, more specific, and easy to design, leading to climate-smart or resilient crops to combat food insecurity and survive harsh environments. The CRISPR/Cas9-mediated genome editing approach has been applied to various crops to make them climate resilient. This review, supported by a bibliometric analysis of recent literature, highlights the potential target genes/traits and addresses the significance of gene editing technologies in tackling the vulnerable effects of climate change on major staple crops staple such as wheat, rice, and maize.
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Affiliation(s)
- Navjot Kaur
- Department of Integrative Agriculture, College of Agriculture and Veterinary Medicine, United Arab Emirates University, Al-Ain, United Arab Emirates
| | - Muslim Qadir
- Department of Integrative Agriculture, College of Agriculture and Veterinary Medicine, United Arab Emirates University, Al-Ain, United Arab Emirates
- College of Agriculture, South China Agricultural University (SCAU), Guangzhou, Guangdong, China
| | - Dali V. Francis
- Department of Integrative Agriculture, College of Agriculture and Veterinary Medicine, United Arab Emirates University, Al-Ain, United Arab Emirates
| | - Anshu Alok
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN, United States
| | - Siddharth Tiwari
- Plant Tissue Culture and Genetic Engineering Lab, BRIC-National Agri-Food and Biomanufacturing Institute (BRIC-NABI) (Formerly National Agri-Food Biotechnology Institute), Department of Biotechnology, Ministry of Science and Technology (Government of India), Mohali, Punjab, India
| | - Zienab F. R. Ahmed
- Department of Integrative Agriculture, College of Agriculture and Veterinary Medicine, United Arab Emirates University, Al-Ain, United Arab Emirates
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Wu W, Miao R, Li Z, Fang Z. CRISPR/Cas9-mediated editing of BADH2 and Wx genes for the development of novel aromatic and soft-textured black and red rice. PHYSIOLOGIA PLANTARUM 2025; 177:e70194. [PMID: 40171918 DOI: 10.1111/ppl.70194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 03/07/2025] [Accepted: 03/18/2025] [Indexed: 04/04/2025]
Abstract
Black and red rice are known for their rich nutritional content, yet most varieties suffer from a firm texture and insufficient fragrance. In this study, we aimed to develop a fragrant and soft-textured black and red rice variety using the CRISPR/Cas9 technology to knock out the OsWx gene, which is associated with amylose content (AC), and the OsBADH2 gene, responsible for rice aroma. Our results showed that, compared to wild-type, CRISPR lines of XHZ, HM, NWZ, and PGZ targeting OsWx and OsBADH2 exhibited a reduction in AC content, altered gel consistency, and a more than 50% increase in gel consistency. Headspace solid-phase microextraction gas chromatography-mass spectrometry (HS-SPME-GC-MS) analysis revealed that the 2-acetyl-1-pyrroline (2-AP) content in the grains of xhz-cBADH2 Wx and hm-cBADH2 Wx reached 189.04 μg kg-1 and 309.03 μg kg-1, respectively. Furthermore, we observed a slight increase in anthocyanins and proanthocyanidins in these co-edited lines, without significant effects on their agronomic traits. Furthermore, to investigate the genes involved in the quality formation of black and red rice for the knockout of OsBADH2 and OsWx, we conducted RNA-seq analysis. The results indicated that knockout of OsBADH2 and OsWx affected the expression of genes involved in carotenoid biosynthesis, multiple amino acid metabolism genes, and endosperm starch and sucrose metabolic pathways. These findings suggest that the CRISPR/Cas9 technology can effectively target OsBADH2 and OsWx to develop high-quality black and red rice varieties with enhanced aroma and softer texture, providing a new strategy for the improvement of colored rice.
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Affiliation(s)
- Wenhao Wu
- Institute of Rice Industry Technology Research, Key Laboratory of Functional Agriculture of Guizhou Provincial Department of Education, Key Laboratory of Molecular Breeding for Grain and Oil Crops in Guizhou Province, College of Agricultural Sciences, Guizhou University, Guiyang, Guizhou, China
| | - Rui Miao
- Institute of Rice Industry Technology Research, Key Laboratory of Functional Agriculture of Guizhou Provincial Department of Education, Key Laboratory of Molecular Breeding for Grain and Oil Crops in Guizhou Province, College of Agricultural Sciences, Guizhou University, Guiyang, Guizhou, China
| | - Zhenghan Li
- Institute of Rice Industry Technology Research, Key Laboratory of Functional Agriculture of Guizhou Provincial Department of Education, Key Laboratory of Molecular Breeding for Grain and Oil Crops in Guizhou Province, College of Agricultural Sciences, Guizhou University, Guiyang, Guizhou, China
| | - Zhongming Fang
- Institute of Rice Industry Technology Research, Key Laboratory of Functional Agriculture of Guizhou Provincial Department of Education, Key Laboratory of Molecular Breeding for Grain and Oil Crops in Guizhou Province, College of Agricultural Sciences, Guizhou University, Guiyang, Guizhou, China
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou University, Guiyang, Guizhou, China
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Vázquez-Domínguez I, Öktem M, Winkelaar FA, Nguyen TH, Hoogendoorn AD, Roschi E, Astuti GD, Timmermans R, Suárez-Herrera N, Bruno I, Ruiz-Llombart A, Brealey J, de Jong OG, Collin RW, Mastrobattista E, Garanto A. Lipopeptide-mediated Cas9 RNP delivery: A promising broad therapeutic strategy for safely removing deep-intronic variants in ABCA4. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102345. [PMID: 39494150 PMCID: PMC11531624 DOI: 10.1016/j.omtn.2024.102345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 09/24/2024] [Indexed: 11/05/2024]
Abstract
Deep-intronic (DI) variants represent approximately 10%-12% of disease-causing genetic defects in ABCA4-associated Stargardt disease (STGD1). Although many of these DI variants are amenable to antisense oligonucleotide-based splicing-modulation therapy, no treatment is currently available. These molecules are mostly variant specific, limiting their applicability to a broader patient population. In this study, we investigated the therapeutic potential of the CRISPR-Cas9 system combined with the amphipathic lipopeptide C18:1-LAH5 for intracellular delivery to correct splicing defects caused by different DI variants within the same intron. The combination of these components facilitated efficient editing of two target introns (introns 30 and 36) of ABCA4 in which several recurrent DI variants are found. The partial removal of these introns did not affect ABCA4 splicing or its expression levels when assessed in two different human cellular models: fibroblasts and induced pluripotent stem cell-derived photoreceptor precursor cells (PPCs). Furthermore, the DNA editing in STGD1 patient-derived PPCs led to a ∼50% reduction of the pseudoexon-containing transcripts resulting from the c.4539+2001G>A variant in intron 30. Overall, we provide proof-of-concept evidence of the use of C18:1-LAH5 as a delivery system for therapeutic genome editing for ABCA4-associated DI variants, offering new opportunities for clinical translation.
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Affiliation(s)
- Irene Vázquez-Domínguez
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Mert Öktem
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, 3584 CG Utrecht, the Netherlands
| | - Florian A. Winkelaar
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Thai Hoang Nguyen
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, 3584 CG Utrecht, the Netherlands
| | - Anita D.M. Hoogendoorn
- Radboud University Medical Center, Amalia Children’s Hospital, Department of Pediatrics, 6525 GA Nijmegen, the Netherlands
| | - Eleonora Roschi
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Galuh D.N. Astuti
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
- Center for Biomedical Research, Faculty of Medicine, Diponegoro University, Semarang 50275, Indonesia
| | - Raoul Timmermans
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Nuria Suárez-Herrera
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Ilaria Bruno
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Albert Ruiz-Llombart
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Joseph Brealey
- NanoFCM Co Ltd. MediCity, D6 Thane Road, Nottingham NG90 6BH, UK
| | - Olivier G. de Jong
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, 3584 CG Utrecht, the Netherlands
| | - Rob W.J. Collin
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
| | - Enrico Mastrobattista
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, 3584 CG Utrecht, the Netherlands
| | - Alejandro Garanto
- Radboud University Medical Center, Department of Human Genetics, 6525 GA Nijmegen, the Netherlands
- Radboud University Medical Center, Amalia Children’s Hospital, Department of Pediatrics, 6525 GA Nijmegen, the Netherlands
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Tiozon RN, Lenaerts B, Kor S, Demont M, Fernie AR, Sreenivasulu N. Low glycemic index rice: a healthier diet for countering diabetes epidemic in Asia. TRENDS IN PLANT SCIENCE 2024. [DOI: 10.1016/j.tplants.2024.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Sun S, Guan B, Xing Y, Li X, Liu L, Li Y, Jia L, Ye S, Dossa K, Zheng L, Luan Y. Genome-wide association analysis and transgenic characterization for amylose content regulating gene in tuber of Dioscorea zingiberensis. BMC PLANT BIOLOGY 2024; 24:524. [PMID: 38853253 PMCID: PMC11163818 DOI: 10.1186/s12870-024-05122-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 05/09/2024] [Indexed: 06/11/2024]
Abstract
BACKGROUND Amylose, a prebiotic found in yams is known to be beneficial for the gut microflora and is particularly advantageous for diabetic patients' diet. However, the genetic machinery underlying amylose production remains elusive. A comprehensive characterization of the genetic basis of amylose content in yam tubers is a prerequisite for accelerating the genetic engineering of yams with respect to amylose content variation. RESULTS To uncover the genetic variants underlying variation in amylose content, we evaluated amylose content in freshly harvested tubers from 150 accessions of Dioscorea zingibensis. With 30,000 high-quality single nucleotide polymorphisms (SNP), we performed a genome-wide association analysis (GWAS). The population structure analysis classified the D. zingiberensis accessions into three groups. A total of 115 significant loci were detected on four chromosomes. Of these, 112 significant SNPs (log10(p) = 5, q-value < 0.004) were clustered in a narrow window on the chromosome 6 (chr6). The peak SNP at the position 75,609,202 on chr6 could explain 63.15% of amylose variation in the population and fell into the first exon of the ADP-glucose pyrophosphorylase (AGPase) small subunit gene, causing a non-synonymous modification of the resulting protein sequence. Allele segregation analysis showed that accessions with the rare G allele had a higher amylose content than those harboring the common A allele. However, AGPase, a key enzyme precursor of amylose biosynthesis, was not expressed differentially between accessions with A and G alleles. Overexpression of the two variants of AGPase in Arabidopsis thaliana resulted in a significantly higher amylose content in lines transformed with the AGPase-G allele. CONCLUSIONS Overall, this study showed that a major genetic variant in AGPase probably enhances the enzyme activity leading to high amylose content in D. zingiberensis tuber. The results provide valuable insights for the development of amylose-enriched genotypes.
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Affiliation(s)
- Shixian Sun
- Yunnan Key Laboratory of Plateau Wetland Conservation, Restoration and Ecological Services, Southwest Forestry University, Kunming, 650224, China
| | - Binbin Guan
- College of Landscape Architecture and Horticulture Sciences, Southwest Forestry University, Kunming, 650224, China
| | - Yue Xing
- Department of Life Science, Southwest Forestry University, Kunming, 650224, China
| | - Xiang Li
- The First Affiliated Hospital of Yunnan University of Traditional Chinese Medicine, Kunming, 650021, China
| | - Lanlan Liu
- Key Laboratory for Forest Resources Conservation and Utilization in the Southwest Mountains of China, Ministry of Education, Southwest Forestry University, Kunming, 650224, China
| | - Yanmei Li
- Department of Life Technology Teaching and Research, School of Life Science, Southwest Forestry University, Kunming, 650224, China
| | - Lu Jia
- Department of Life Technology Teaching and Research, School of Life Science, Southwest Forestry University, Kunming, 650224, China
| | - Shili Ye
- Faculty of Mathematics and Physics, Southwest Forestry University, Kunming, 650224, China
| | - Komivi Dossa
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, 34398, France
| | - Li Zheng
- Eco-development Academy, Southwest Forestry University, Kunming, 650224, China.
| | - Yunpeng Luan
- The First Affiliated Hospital of Yunnan University of Traditional Chinese Medicine, Kunming, 650021, China.
- Key Laboratory for Forest Resources Conservation and Utilization in the Southwest Mountains of China, Ministry of Education, Southwest Forestry University, Kunming, 650224, China.
- Engineering Research Center for inheritance and innovation of Traditional Chinese Medicine, Kunming, 650034, China.
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Yang Y, Zhou L, Feng L, Jiang J, Huang L, Liu Q, Zhang Y, Zhang C, Liu Q. Deciphering the Role of Waxy Gene Mutations in Enhancing Rice Grain Quality. Foods 2024; 13:1624. [PMID: 38890853 PMCID: PMC11171567 DOI: 10.3390/foods13111624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 05/16/2024] [Accepted: 05/20/2024] [Indexed: 06/20/2024] Open
Abstract
Amylose content (AC) stands as a pivotal determinant of rice grain quality, primarily governed by the Waxy gene (Wx). The allelic variation within this gene, particularly the presence of the Wxmp allele derived from the ancestral Wxmq allele, significantly influences AC and is prevalent among soft japonica rice varieties in southern China. Although both alleles are associated with lower AC, there remains a paucity of detailed understanding regarding the interplay between specific functional single nucleotide polymorphisms (SNPs) within these alleles and the overarching rice grain quality. To investigate this, we engineered three distinct transgenic rice lines, each harboring the Wxmp, Wxmq, or Wxb-5c alleles in the background of the glutinous rice cultivar Nip(wx). This suite of transgenic rice lines showcased varying degrees of grain transparency inversely correlated to AC, which in turn influenced other physicochemical properties of the rice grains, such as taste value of cooked rice, gel consistency, and starch pasting properties. Additionally, analyses of gene expression and enzyme activity revealed that the functional SNPs, Ex4-53G to A and Ex5-53T to C, lead to a decline in the activity of granule-bound starch synthase I (GBSSI) without altering expression levels.
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Affiliation(s)
- Yong Yang
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Lihui Zhou
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Jiangsu High Quality Rice Research and Development Center, Jiangsu Key Laboratory for Agro-Biology, Institute of Food Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China;
| | - Linhao Feng
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Jianying Jiang
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Lichun Huang
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Qing Liu
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Commonwealth Scientific and Industrial Research Organisation Agriculture and Food, GPO Box 1700, Canberra, ACT 2601, Australia
| | - Yadong Zhang
- Jiangsu High Quality Rice Research and Development Center, Jiangsu Key Laboratory for Agro-Biology, Institute of Food Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China;
| | - Changquan Zhang
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
| | - Qiaoquan Liu
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, Zhongshan Biological Breeding Laboratory, Yangzhou University, Yangzhou 225009, China; (Y.Y.); (L.Z.); (L.F.); (J.J.); (L.H.); (Q.L.); (Q.L.)
- Jiangsu Key Laboratory of Crop Genetics and Physiology, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, China
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9
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Durbha SR, Siromani N, Jaldhani V, Krishnakanth T, Thuraga V, Neeraja CN, Subrahmanyam D, Sundaram RM. Dynamics of starch formation and gene expression during grain filling and its possible influence on grain quality. Sci Rep 2024; 14:6743. [PMID: 38509120 PMCID: PMC10954615 DOI: 10.1038/s41598-024-57010-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 03/13/2024] [Indexed: 03/22/2024] Open
Abstract
In rice, grain filling is a crucial stage where asynchronous filling of the pollinated spikelet's of the panicle occurs. It can influence both grain quality and yield. In rice grain, starch is the dominant component and contains amylose and amylopectin. Amylose content is the chief cooking quality parameter, however, rice varieties having similar amylose content varied in other parameters. Hence, in this study, a set of varieties varying in yield (04) and another set (12) of varieties that are similar in amylose content with variation in gel consistency and alkali spreading value were used. Panicles were collected at various intervals and analysed for individual grain weight and quantities of amylose and amylopectin. Gas exchange parameters were measured in varieties varying in yield. Upper branches of the panicles were collected from rice varieties having similar amylose content and were subjected to gene expression analysis with fourteen gene specific primers of starch synthesis. Results indicate that grain filling was initiated simultaneously in multiple branches. Amylose and amylopectin quantities increased with the increase in individual grain weight. However, the pattern of regression lines of amylose and amylopectin percentages with increase in individual grain weight varied among the varieties. Gas exchange parameters like photosynthetic rate, stomatal conductance, intercellular CO2 and transpiration rate decreased with the increase in grain filling period in both good and poor yielding varieties. However, they decreased more in poor yielders. Expression of fourteen genes varied among the varieties and absence of SBE2b can be responsible for medium or soft gel consistency.
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Affiliation(s)
- Sanjeeva Rao Durbha
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India.
| | - N Siromani
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - V Jaldhani
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - T Krishnakanth
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - Vishnukiran Thuraga
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - C N Neeraja
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - D Subrahmanyam
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
| | - R M Sundaram
- ICAR-Indian Institute of Rice Research, Rajendranagar, Hyderabad, 500030, India
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10
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Cao S, Liu B, Wang D, Rasheed A, Xie L, Xia X, He Z. Orchestrating seed storage protein and starch accumulation toward overcoming yield-quality trade-off in cereal crops. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2024; 66:468-483. [PMID: 38409921 DOI: 10.1111/jipb.13633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 01/22/2024] [Accepted: 02/07/2024] [Indexed: 02/28/2024]
Abstract
Achieving high yield and good quality in crops is essential for human food security and health. However, there is usually disharmony between yield and quality. Seed storage protein (SSP) and starch, the predominant components in cereal grains, determine yield and quality, and their coupled synthesis causes a yield-quality trade-off. Therefore, dissection of the underlying regulatory mechanism facilitates simultaneous improvement of yield and quality. Here, we summarize current findings about the synergistic molecular machinery underpinning SSP and starch synthesis in the leading staple cereal crops, including maize, rice and wheat. We further evaluate the functional conservation and differentiation of key regulators and specify feasible research approaches to identify additional regulators and expand insights. We also present major strategies to leverage resultant information for simultaneous improvement of yield and quality by molecular breeding. Finally, future perspectives on major challenges are proposed.
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Affiliation(s)
- Shuanghe Cao
- State Key Laboratory of Crop Gene Resources and Breeding/National Wheat Improvement Center, Institute of Crop Sciences, Beijing, 100081, China
| | - Bingyan Liu
- State Key Laboratory of Crop Gene Resources and Breeding/National Wheat Improvement Center, Institute of Crop Sciences, Beijing, 100081, China
| | - Daowen Wang
- College of Agronomy, Henan Agricultural University, Zhengzhou, 450002, China
| | - Awais Rasheed
- State Key Laboratory of Crop Gene Resources and Breeding/National Wheat Improvement Center, Institute of Crop Sciences, Beijing, 100081, China
- International Maize and Wheat Improvement Center (CIMMYT) China Office, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Lina Xie
- State Key Laboratory of Crop Gene Resources and Breeding/National Wheat Improvement Center, Institute of Crop Sciences, Beijing, 100081, China
| | - Xianchun Xia
- State Key Laboratory of Crop Gene Resources and Breeding/National Wheat Improvement Center, Institute of Crop Sciences, Beijing, 100081, China
| | - Zhonghu He
- State Key Laboratory of Crop Gene Resources and Breeding/National Wheat Improvement Center, Institute of Crop Sciences, Beijing, 100081, China
- International Maize and Wheat Improvement Center (CIMMYT) China Office, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
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11
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Mishra A, Pandey VP. CRISPR/Cas system: A revolutionary tool for crop improvement. Biotechnol J 2024; 19:e2300298. [PMID: 38403466 DOI: 10.1002/biot.202300298] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 12/01/2023] [Accepted: 12/22/2023] [Indexed: 02/27/2024]
Abstract
World's population is elevating at an alarming rate thus, the rising demands of producing crops with better adaptability to biotic and abiotic stresses, superior nutritional as well as morphological qualities, and generation of high-yielding varieties have led to encourage the development of new plant breeding technologies. The availability and easy accessibility of genome sequences for a number of crop plants as well as the development of various genome editing technologies such as zinc finger nucleases (ZFNs), transcription activator-like effector nucleases (TALENs) has opened up possibilities to develop new varieties of crop plants with superior desirable traits. However, these approaches has limitation of being more expensive as well as having complex steps and time-consuming. The CRISPR/Cas genome editing system has been intensively studied for allowing versatile target-specific modifications of crop genome that fruitfully aid in the generation of novel varieties. It is an advanced and promising technology with the potential to meet hunger needs and contribute to food production for the ever-growing human population. This review summarizes the usage of novel CRISPR/Cas genome editing tool for targeted crop improvement in stress resistance, yield, quality and nutritional traits in the desired crop plants.
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Affiliation(s)
- Ayushi Mishra
- Department of Biochemistry, University of Lucknow, Lucknow, India
| | - Veda P Pandey
- Department of Biochemistry, University of Lucknow, Lucknow, India
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12
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Pang Y, Cao L, Ye F, Ma C, Liang X, Song Y, Lu X. Identification of the Maize PP2C Gene Family and Functional Studies on the Role of ZmPP2C15 in Drought Tolerance. PLANTS (BASEL, SWITZERLAND) 2024; 13:340. [PMID: 38337873 PMCID: PMC10856965 DOI: 10.3390/plants13030340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 01/13/2024] [Accepted: 01/17/2024] [Indexed: 02/12/2024]
Abstract
The protein phosphatase PP2C plays an important role in plant responses to stress. Therefore, the identification of maize PP2C genes that respond to drought stress is particularly important for the improvement and creation of new drought-resistant assortments of maize. In this study, we identified 102 ZmPP2C genes in maize at the genome-wide level. We analyzed the physicochemical properties of 102 ZmPP2Cs and constructed a phylogenetic tree with Arabidopsis. By analyzing the gene structure, conserved protein motifs, and synteny, the ZmPP2Cs were found to be strongly conserved during evolution. Sixteen core genes involved in drought stress and rewatering were screened using gene co-expression network mapping and expression profiling. The qRT-PCR results showed 16 genes were induced by abscisic acid (ABA), drought, and NaCl treatments. Notably, ZmPP2C15 exhibited a substantial expression difference. Through genetic transformation, we overexpressed ZmPP2C15 and generated the CRISPR/Cas9 knockout maize mutant zmpp2c15. Overexpressing ZmPP2C15 in Arabidopsis under drought stress enhanced growth and survival compared with WT plants. The leaves exhibited heightened superoxide dismutase (SOD), peroxidase (POD), ascorbate peroxidase (APX), and catalase (CAT) activities, elevated proline (Pro) content, and reduced malondialdehyde (MDA) content. Conversely, zmpp2c15 mutant plants displayed severe leaf dryness, curling, and wilting under drought stress. Their leaf activities of SOD, POD, APX, and CAT were lower than those in B104, while MDA was higher. This suggests that ZmPP2C15 positively regulates drought tolerance in maize by affecting the antioxidant enzyme activity and osmoregulatory substance content. Subcellular localization revealed that ZmPP2C15 was localized in the nucleus and cytoplasm. Yeast two-hybrid (Y2H) and bimolecular fluorescence complementation (BiFC) experiments demonstrated ZmPP2C15's interaction with ZmWIN1, ZmADT2, ZmsodC, Zmcab, and ZmLHC2. These findings establish a foundation for understanding maize PP2C gene functions, offering genetic resources and insights for molecular design breeding for drought tolerance.
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Affiliation(s)
- Yunyun Pang
- Grain Crops Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China; (Y.P.); (L.C.); (F.Y.); (C.M.); (X.L.); (Y.S.)
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450002, China
| | - Liru Cao
- Grain Crops Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China; (Y.P.); (L.C.); (F.Y.); (C.M.); (X.L.); (Y.S.)
- The Shennong Laboratory, Zhengzhou 450002, China
| | - Feiyu Ye
- Grain Crops Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China; (Y.P.); (L.C.); (F.Y.); (C.M.); (X.L.); (Y.S.)
- The Shennong Laboratory, Zhengzhou 450002, China
| | - Chenchen Ma
- Grain Crops Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China; (Y.P.); (L.C.); (F.Y.); (C.M.); (X.L.); (Y.S.)
- The Shennong Laboratory, Zhengzhou 450002, China
| | - Xiaohan Liang
- Grain Crops Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China; (Y.P.); (L.C.); (F.Y.); (C.M.); (X.L.); (Y.S.)
- The Shennong Laboratory, Zhengzhou 450002, China
| | - Yinghui Song
- Grain Crops Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China; (Y.P.); (L.C.); (F.Y.); (C.M.); (X.L.); (Y.S.)
| | - Xiaomin Lu
- Grain Crops Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou 450002, China; (Y.P.); (L.C.); (F.Y.); (C.M.); (X.L.); (Y.S.)
- The Shennong Laboratory, Zhengzhou 450002, China
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13
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Kharbikar L, Konwarh R, Chakraborty M, Nandanwar S, Marathe A, Yele Y, Ghosh PK, Sanan-Mishra N, Singh AP. 3Bs of CRISPR-Cas mediated genome editing in plants: exploring the basics, bioinformatics and biosafety landscape. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2023; 29:1825-1850. [PMID: 38222286 PMCID: PMC10784264 DOI: 10.1007/s12298-023-01397-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 11/21/2023] [Accepted: 11/22/2023] [Indexed: 01/16/2024]
Abstract
The recent thrust in research has projected the type II clustered regularly interspaced short palindromic repeats and associated protein 9 (CRISPR-Cas9) system as an avant-garde plant genome editing tool. It facilitates the induction of site-specific double-stranded DNA cleavage by the RNA-guided DNA endonuclease (RGEN), Cas9. Elimination, addition, or alteration of sections in DNA sequence besides the creation of a knockout genotype (CRISPRko) is aided by the CRISPR-Cas9 system in its wild form (wtCas9). The inactivation of the nuclease domain generates a dead Cas9 (dCas9), which is capable of targeting genomic DNA without scissoring it. The dCas9 system can be engineered by fusing it with different effectors to facilitate transcriptional activation (CRISPRa) and transcriptional interference (CRISPRi). CRISPR-Cas thus holds tremendous prospects as a genome-manipulating stratagem for a wide gamut of crops. In this article, we present a brief on the fundamentals and the general workflow of the CRISPR-Cas system followed by an overview of the prospects of bioinformatics in propelling CRISPR-Cas research with a special thrust on the available databases and algorithms/web-accessible applications that have aided in increasing the usage and efficiency of editing. The article also provides an update on the current regulatory landscape in different countries on the CRISPR-Cas edited plants to emphasize the far-reaching impact of the genomic editing technology. Supplementary Information The online version contains supplementary material available at 10.1007/s12298-023-01397-3.
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Affiliation(s)
- Lalit Kharbikar
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
- International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
| | - Rocktotpal Konwarh
- Department of Biotechnology, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
- Baba Kinaram Research Foundation (BKRF), Bramsthan, Mau, Uttar Pradesh India
| | - Monoswi Chakraborty
- Institute of Bioinformatics and Applied Biotechnology, Biotech Park, Bengaluru, Karnataka India
- International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
| | - Shweta Nandanwar
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Ashish Marathe
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Yogesh Yele
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Probir Kumar Ghosh
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Neeti Sanan-Mishra
- International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
| | - Anand Pratap Singh
- Baba Kinaram Research Foundation (BKRF), Bramsthan, Mau, Uttar Pradesh India
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14
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Ahmar S, Hensel G, Gruszka D. CRISPR/Cas9-mediated genome editing techniques and new breeding strategies in cereals - current status, improvements, and perspectives. Biotechnol Adv 2023; 69:108248. [PMID: 37666372 DOI: 10.1016/j.biotechadv.2023.108248] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 08/29/2023] [Accepted: 08/31/2023] [Indexed: 09/06/2023]
Abstract
Cereal crops, including triticeae species (barley, wheat, rye), as well as edible cereals (wheat, corn, rice, oat, rye, sorghum), are significant suppliers for human consumption, livestock feed, and breweries. Over the past half-century, modern varieties of cereal crops with increased yields have contributed to global food security. However, presently cultivated elite crop varieties were developed mainly for optimal environmental conditions. Thus, it has become evident that taking into account the ongoing climate changes, currently a priority should be given to developing new stress-tolerant cereal cultivars. It is necessary to enhance the accuracy of methods and time required to generate new cereal cultivars with the desired features to adapt to climate change and keep up with the world population expansion. The CRISPR/Cas9 system has been developed as a powerful and versatile genome editing tool to achieve desirable traits, such as developing high-yielding, stress-tolerant, and disease-resistant transgene-free lines in major cereals. Despite recent advances, the CRISPR/Cas9 application in cereals faces several challenges, including a significant amount of time required to develop transgene-free lines, laboriousness, and a limited number of genotypes that may be used for the transformation and in vitro regeneration. Additionally, developing elite lines through genome editing has been restricted in many countries, especially Europe and New Zealand, due to a lack of flexibility in GMO regulations. This review provides a comprehensive update to researchers interested in improving cereals using gene-editing technologies, such as CRISPR/Cas9. We will review some critical and recent studies on crop improvements and their contributing factors to superior cereals through gene-editing technologies.
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Affiliation(s)
- Sunny Ahmar
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia, Katowice, Poland
| | - Goetz Hensel
- Centre for Plant Genome Engineering, Institute of Plant Biochemistry, Heinrich-Heine-University, Duesseldorf, Germany; Centre of Region Haná for Biotechnological and Agricultural Research, Czech Advanced Technology and Research Institute, Palacký University Olomouc, Olomouc, Czech Republic
| | - Damian Gruszka
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia, Katowice, Poland.
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15
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Chen YH, Lu J, Yang X, Huang LC, Zhang CQ, Liu QQ, Li QF. Gene editing of non-coding regulatory DNA and its application in crop improvement. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:6158-6175. [PMID: 37549968 DOI: 10.1093/jxb/erad313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 08/04/2023] [Indexed: 08/09/2023]
Abstract
The development of the clustered regularly interspaced short palindromic repeats/CRISPR-associated protein (CRISPR/Cas) system has provided precise and efficient strategies to edit target genes and generate transgene-free crops. Significant progress has been made in the editing of protein-coding genes; however, studies on the editing of non-coding DNA with regulatory roles lags far behind. Non-coding regulatory DNAs, including those which can be transcribed into long non-coding RNAs (lncRNAs), and miRNAs, together with cis-regulatory elements (CREs), play crucial roles in regulating plant growth and development. Therefore, the combination of CRISPR/Cas technology and non-coding regulatory DNA has great potential to generate novel alleles that affect various agronomic traits of crops, thus providing valuable genetic resources for crop breeding. Herein, we review recent advances in the roles of non-coding regulatory DNA, attempts to edit non-coding regulatory DNA for crop improvement, and potential application of novel editing tools in modulating non-coding regulatory DNA. Finally, the existing problems, possible solutions, and future applications of gene editing of non-coding regulatory DNA in modern crop breeding practice are also discussed.
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Affiliation(s)
- Yu-Hao Chen
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Key Laboratory of Plant Functional Genomics of the Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Jun Lu
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Key Laboratory of Plant Functional Genomics of the Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Xia Yang
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Key Laboratory of Plant Functional Genomics of the Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Li-Chun Huang
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Key Laboratory of Plant Functional Genomics of the Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Chang-Quan Zhang
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Key Laboratory of Plant Functional Genomics of the Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Qiao-Quan Liu
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Key Laboratory of Plant Functional Genomics of the Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu, China
- Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, Jiangsu, China
| | - Qian-Feng Li
- Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding/Key Laboratory of Plant Functional Genomics of the Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, Jiangsu, China
- Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu Province, Yangzhou University, Yangzhou 225009, Jiangsu, China
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16
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Han Y, Yang J, Wu H, Liu F, Qin B, Li R. Improving Rice Leaf Shape Using CRISPR/Cas9-Mediated Genome Editing of SRL1 and Characterizing Its Regulatory Network Involved in Leaf Rolling through Transcriptome Analysis. Int J Mol Sci 2023; 24:11087. [PMID: 37446265 DOI: 10.3390/ijms241311087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 06/29/2023] [Accepted: 07/03/2023] [Indexed: 07/15/2023] Open
Abstract
Leaf rolling is a crucial agronomic trait to consider in rice (Oryza sativa L.) breeding as it keeps the leaves upright, reducing interleaf shading and improving photosynthetic efficiency. The SEMI-ROLLED LEAF 1 (SRL1) gene plays a key role in regulating leaf rolling, as it encodes a glycosylphosphatidylinositol-anchored protein located on the plasma membrane. In this study, we used CRISPR/Cas9 to target the second and third exons of the SRL1 gene in the indica rice line GXU103, which resulted in the generation of 14 T0 transgenic plants with a double-target mutation rate of 21.4%. After screening 120 T1 generation plants, we identified 26 T-DNA-free homozygous double-target mutation plants. We designated the resulting SRL1 homozygous double-target knockout as srl1-103. This line exhibited defects in leaf development, leaf rolling in the mature upright leaves, and a compact nature of the fully grown plants. Compared with the wild type (WT), the T2 generation of srl1-103 varied in two key aspects: the width of flag leaf (12.6% reduction compared with WT) and the leaf rolling index (48.77% increase compared with WT). In order to gain a deeper understanding of the involvement of SRL1 in the regulatory network associated with rice leaf development, we performed a transcriptome analysis for the T2 generation of srl1-103. A comparison of srl1-103 with WT revealed 459 differentially expressed genes (DEGs), including 388 upregulated genes and 71 downregulated genes. In terms of the function of the DEGs, there seemed to be a significant enrichment of genes associated with cell wall synthesis (LOC_Os08g01670, LOC_Os05g46510, LOC_Os04g51450, LOC_Os10g28080, LOC_Os04g39814, LOC_Os01g71474, LOC_Os01g71350, and LOC_Os11g47600) and vacuole-related genes (LOC_Os09g23300), which may partially explain the increased leaf rolling in srl1-103. Furthermore, the significant downregulation of BAHD acyltransferase-like protein gene (LOC_Os08g44840) could be the main reason for the decreased leaf angle and the compact nature of the mutant plants. In summary, this study successfully elucidated the gene regulatory network in which SRL1 participates, providing theoretical support for targeting this gene in rice breeding programs to promote variety improvement.
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Affiliation(s)
- Yue Han
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Jinlian Yang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Hu Wu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Fang Liu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Baoxiang Qin
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Rongbai Li
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
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17
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Li J, Zhang C, Luo X, Zhang T, Zhang X, Liu P, Yang W, Lei Y, Tang S, Kang L, Huang L, Li T, Wang Y, Chen W, Yuan H, Qin P, Li S, Ma B, Tu B. Fine mapping of the grain chalkiness quantitative trait locus qCGP6 reveals the involvement of Wx in grain chalkiness formation. JOURNAL OF EXPERIMENTAL BOTANY 2023:erad112. [PMID: 36964899 DOI: 10.1093/jxb/erad112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Indexed: 06/18/2023]
Abstract
Grain chalkiness is an important index of rice appearance quality and is negatively associated with rice processing and eating qualities. However, the genetic mechanism underlying chalkiness formation is largely unknown. To identify the genetic basis of chalkiness, 410 recombinant inbred lines (RILs) derived from two representative indica rice varieties, Shuhui498 (R498) and Yihui3551 (R3551), were used to discover quantitative trait loci (QTL). The two parental lines and RILs were grown in three locations in China under three controlled fertilizer application level. Analyses indicated that chalkiness was significantly affected by genotype, the environment, and the interaction between the two, and that heritability was high. Several QTLs were isolated, including the two stable QTLs, i.e., qCGP6 and qCGP8. Fine mapping and candidate gene verification of qCGP6 showed that Wx may play a key role in chalkiness formation. Chromosomal segment substitution lines (CSSLs) and near-isogenic lines (NILs) carrying the Wxa or Wxin allele produced more chalky grain than the R498 parent. A similar result was also observed in the 3611 background. Notably, the effect of the Wx genotype on rice chalkiness was shown to be dependent on environmental conditions and Wx alleles exhibited different sensitivities to shading treatment. Using CRISPR/Cas9, the Wxa promoter region was successfully edited, down-regulating Wx alleviates chalkiness formation in NILR498-Wxa. This study developed a new strategy for synergistic improvement of eating and appearance qualities in rice, and created a novel Wx allele with great potential in breeding applications.
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Affiliation(s)
- Jialian Li
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Cheng Zhang
- Liaoning Rice Research Institute, Shenyang, Liaoning 110101, China
| | - Xia Luo
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Tao Zhang
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Xiaoyu Zhang
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Pin Liu
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Wen Yang
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Yuekun Lei
- Chengdu Juannong Intelligent Agriculture Technology Development Co., Ltd
| | - Siwen Tang
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
| | - Liangzhu Kang
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Lin Huang
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
| | - Ting Li
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
| | - Yuping Wang
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
| | - Weilan Chen
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Hua Yuan
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
| | - Peng Qin
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Shigui Li
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Bingtian Ma
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
| | - Bin Tu
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Chengdu 611130, China
- Rice Research Institute of Sichuan Agricultural University, Chengdu 611130, China
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Ravikiran KT, Thribhuvan R, Sheoran S, Kumar S, Kushwaha AK, Vineeth TV, Saini M. Tailoring crops with superior product quality through genome editing: an update. PLANTA 2023; 257:86. [PMID: 36949234 DOI: 10.1007/s00425-023-04112-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 02/28/2023] [Indexed: 06/18/2023]
Abstract
In this review, using genome editing, the quality trait alterations in important crops have been discussed, along with the challenges encountered to maintain the crop products' quality. The delivery of economic produce with superior quality is as important as high yield since it dictates consumer's acceptance and end use. Improving product quality of various agricultural and horticultural crops is one of the important targets of plant breeders across the globe. Significant achievements have been made in various crops using conventional plant breeding approaches, albeit, at a slower rate. To keep pace with ever-changing consumer tastes and preferences and industry demands, such efforts must be supplemented with biotechnological tools. Fortunately, many of the quality attributes are resultant of well-understood biochemical pathways with characterized genes encoding enzymes at each step. Targeted mutagenesis and transgene transfer have been instrumental in bringing out desired qualitative changes in crops but have suffered from various pitfalls. Genome editing, a technique for methodical and site-specific modification of genes, has revolutionized trait manipulation. With the evolution of versatile and cost effective CRISPR/Cas9 system, genome editing has gained significant traction and is being applied in several crops. The availability of whole genome sequences with the advent of next generation sequencing (NGS) technologies further enhanced the precision of these techniques. CRISPR/Cas9 system has also been utilized for desirable modifications in quality attributes of various crops such as rice, wheat, maize, barley, potato, tomato, etc. The present review summarizes salient findings and achievements of application of genome editing for improving product quality in various crops coupled with pointers for future research endeavors.
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Affiliation(s)
- K T Ravikiran
- ICAR-Central Soil Salinity Research Institute, Regional Research Station, Lucknow, Uttar Pradesh, India
| | - R Thribhuvan
- ICAR-Central Research Institute for Jute and Allied Fibres, Barrackpore, West Bengal, India
| | - Seema Sheoran
- ICAR-Indian Agricultural Research Institute, Regional Station, Karnal, Haryana, India.
| | - Sandeep Kumar
- ICAR-Indian Institute of Natural Resins and Gums, Ranchi, Jharkhand, India
| | - Amar Kant Kushwaha
- ICAR-Central Institute for Subtropical Horticulture, Lucknow, Uttar Pradesh, India
| | - T V Vineeth
- ICAR-Central Soil Salinity Research Institute, Regional Research Station, Bharuch, Gujarat, India
- Department of Plant Physiology, College of Agriculture, Kerala Agricultural University, Vellanikkara, Thrissur, Kerala, India
| | - Manisha Saini
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
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Adeyinka OS, Tabassum B, Koloko BL, Ogungbe IV. Enhancing the quality of staple food crops through CRISPR/Cas-mediated site-directed mutagenesis. PLANTA 2023; 257:78. [PMID: 36913066 DOI: 10.1007/s00425-023-04110-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 02/28/2023] [Indexed: 06/18/2023]
Abstract
The enhancement of CRISPR-Cas gene editing with robust nuclease activity promotes genetic modification of desirable agronomic traits, such as resistance to pathogens, drought tolerance, nutritional value, and yield-related traits in crops. The genetic diversity of food crops has reduced tremendously over the past twelve millennia due to plant domestication. This reduction presents significant challenges for the future especially considering the risks posed by global climate change to food production. While crops with improved phenotypes have been generated through crossbreeding, mutation breeding, and transgenic breeding over the years, improving phenotypic traits through precise genetic diversification has been challenging. The challenges are broadly associated with the randomness of genetic recombination and conventional mutagenesis. This review highlights how emerging gene-editing technologies reduce the burden and time necessary for developing desired traits in plants. Our focus is to provide readers with an overview of the advances in CRISPR-Cas-based genome editing for crop improvement. The use of CRISPR-Cas systems in generating genetic diversity to enhance the quality and nutritional value of staple food crops is discussed. We also outlined recent applications of CRISPR-Cas in developing pest-resistant crops and removing unwanted traits, such as allergenicity from crops. Genome editing tools continue to evolve and present unprecedented opportunities to enhance crop germplasm via precise mutations at the desired loci of the plant genome.
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Affiliation(s)
- Olawale Samuel Adeyinka
- Department of Chemistry, Physics and Atmospheric Sciences Jackson State University, Jackson, MS, 39217, USA.
| | - Bushra Tabassum
- School of Biological Sciences, University of the Punjab, Lahore, Pakistan
| | | | - Ifedayo Victor Ogungbe
- Department of Chemistry, Physics and Atmospheric Sciences Jackson State University, Jackson, MS, 39217, USA
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20
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Dietary Fibre Impacts the Texture of Cooked Whole Grain Rice. Foods 2023; 12:foods12040899. [PMID: 36832977 PMCID: PMC9957187 DOI: 10.3390/foods12040899] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 02/12/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
Consumers' general preference for white rice over whole grain rice stems from the hardness and low palatability of cooked whole grain rice; however, strong links have been found between consuming a large amount of white rice, leading a sedentary lifestyle, and acquiring type 2 diabetes. This led us to formulate a new breeding goal to improve the softness and palatability of whole grain rice while promoting its nutritional value. In this study, the association between dietary fibre profiles (using an enzymatic method combined with high-performance liquid chromatography) and textural properties of whole grain rice (using a texture analyser) was observed. The results showed that a variation in the ratio of soluble dietary fibre (SDF) and insoluble dietary fibre (IDF) influenced the textural characteristics of cooked whole grain rice; found a strong association between SDF to IDF ratio and hardness (r = -0.74, p < 0.01) or gumminess (r = -0.69, p < 0.01) of cooked whole grain rice, and demonstrated that the SDF to IDF ratio was also moderately correlated with cohesiveness (r = -0.45, p < 0.05), chewiness (r = -0.55, p < 0.01), and adhesiveness (r = 0.45, p < 0.05) of cooked whole grain rice. It is suggested that the SDF to IDF ratio can be used as a biomarker for breeding soft and highly palatable whole grain rice of cultivated tropical indica rice to achieve consumer well-being. Lastly, a simple modified method from the alkaline disintegration test was developed for high-throughput screening of dietary fibre profiles in the whole grain indica rice samples.
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21
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Zafar K, Khan MZ, Amin I, Mukhtar Z, Zafar M, Mansoor S. Employing template-directed CRISPR-based editing of the OsALS gene to create herbicide tolerance in Basmati rice. AOB PLANTS 2023; 15:plac059. [PMID: 36873055 PMCID: PMC9977225 DOI: 10.1093/aobpla/plac059] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 01/06/2023] [Indexed: 06/18/2023]
Abstract
Rice (Oryza sativa) is one of the primary food crops which contributes major portion of daily calorie intake. It is used as model crop for various genome editing studies. Basmati rice was also explored for establishing non-homologous end joining-based genome editing. But it was not clear whether homology-directed repair (HDR)-based genome editing can be done in Basmati rice. The current study was designed to establish HDR-based genome editing in Basmati rice to develop herbicide tolerance. There is severe weed spread when rice is grown via direct planted rice method in various countries to save labour and water resources. Therefore, the use of herbicides is necessary to control weeds. These herbicides can also affect cultivated rice which creates the need to develop herbicide-tolerant rice. In current study, we introduced a point mutation in Acetolactate Synthase gene to convert tryptophan to leucine at position 548. For this purpose, different constructs for HDR were tested with different RNA scaffold and orientation of repair templates. Out of four different architectures, the one having repair template identical to the target DNA strand precisely edited the target site. We successfully established template-directed CRISPR-Cas9 system in Super Basmati rice by detecting desired substitutions at the target site in Acetolactate Synthase locus. Moreover, this editing of Acetolactate Synthase gene resulted in the production of herbicide tolerance in Super Basmati rice. This study suggests that such type of HDR system can be used to precisely edit other genes for crop improvement.
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Affiliation(s)
| | - Muhammad Zuhaib Khan
- Agricultural Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), Constituent College of Pakistan Institute of Engineering and Applied Sciences, Jhang Road, Faisalabad 37000, Pakistan
| | - Imran Amin
- Agricultural Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), Constituent College of Pakistan Institute of Engineering and Applied Sciences, Jhang Road, Faisalabad 37000, Pakistan
| | - Zahid Mukhtar
- Agricultural Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), Constituent College of Pakistan Institute of Engineering and Applied Sciences, Jhang Road, Faisalabad 37000, Pakistan
| | - Mehak Zafar
- Agricultural Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), Constituent College of Pakistan Institute of Engineering and Applied Sciences, Jhang Road, Faisalabad 37000, Pakistan
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22
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Bibliometric Analysis of Functional Crops and Nutritional Quality: Identification of Gene Resources to Improve Crop Nutritional Quality through Gene Editing Technology. Nutrients 2023; 15:nu15020373. [PMID: 36678244 PMCID: PMC9865409 DOI: 10.3390/nu15020373] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 12/25/2022] [Accepted: 01/07/2023] [Indexed: 01/15/2023] Open
Abstract
Food security and hidden hunger are two worldwide serious and complex challenges nowadays. As one of the newly emerged technologies, gene editing technology and its application to crop improvement offers the possibility to relieve the pressure of food security and nutrient needs. In this paper, we analyzed the research status of quality improvement based on gene editing using four major crops, including rice, soybean, maize, and wheat, through a bibliometric analysis. The research hotspots now focus on the regulatory network of related traits, quite different from the technical improvements to gene editing in the early stage, while the trends in deregulation in gene-edited crops have accelerated related research. Then, we mined quality-related genes that can be edited to develop functional crops, including 16 genes related to starch, 15 to lipids, 14 to proteins, and 15 to other functional components. These findings will provide useful reference information and gene resources for the improvement of functional crops and nutritional quality based on gene editing technology.
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Basu U, Riaz Ahmed S, Bhat BA, Anwar Z, Ali A, Ijaz A, Gulzar A, Bibi A, Tyagi A, Nebapure SM, Goud CA, Ahanger SA, Ali S, Mushtaq M. A CRISPR way for accelerating cereal crop improvement: Progress and challenges. Front Genet 2023; 13:866976. [PMID: 36685816 PMCID: PMC9852743 DOI: 10.3389/fgene.2022.866976] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 11/21/2022] [Indexed: 01/09/2023] Open
Abstract
Humans rely heavily on cereal grains as a key source of nutrients, hence regular improvement of cereal crops is essential for ensuring food security. The current food crisis at the global level is due to the rising population and harsh climatic conditions which prompts scientists to develop smart resilient cereal crops to attain food security. Cereal crop improvement in the past generally depended on imprecise methods like random mutagenesis and conventional genetic recombination which results in high off targeting risks. In this context, we have witnessed the application of targeted mutagenesis using versatile CRISPR-Cas systems for cereal crop improvement in sustainable agriculture. Accelerated crop improvement using molecular breeding methods based on CRISPR-Cas genome editing (GE) is an unprecedented tool for plant biotechnology and agriculture. The last decade has shown the fidelity, accuracy, low levels of off-target effects, and the high efficacy of CRISPR technology to induce targeted mutagenesis for the improvement of cereal crops such as wheat, rice, maize, barley, and millets. Since the genomic databases of these cereal crops are available, several modifications using GE technologies have been performed to attain desirable results. This review provides a brief overview of GE technologies and includes an elaborate account of the mechanisms and applications of CRISPR-Cas editing systems to induce targeted mutagenesis in cereal crops for improving the desired traits. Further, we describe recent developments in CRISPR-Cas-based targeted mutagenesis through base editing and prime editing to develop resilient cereal crop plants, possibly providing new dimensions in the field of cereal crop genome editing.
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Affiliation(s)
- Umer Basu
- Division of Entomology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Syed Riaz Ahmed
- Nuclear Institute for Agriculture and Biology College, Pakistan Institute of Engineering and Applied Sciences (NIAB-C, PIEAS), Faisalabad, Pakistan
| | | | - Zunaira Anwar
- Nuclear Institute for Agriculture and Biology College, Pakistan Institute of Engineering and Applied Sciences (NIAB-C, PIEAS), Faisalabad, Pakistan
| | - Ahmad Ali
- National Key Laboratory of Crop Genetic Improvement, College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Aqsa Ijaz
- Nuclear Institute for Agriculture and Biology College, Pakistan Institute of Engineering and Applied Sciences (NIAB-C, PIEAS), Faisalabad, Pakistan
| | - Addafar Gulzar
- Division of Plant Pathology, Faculty of Agriculture, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Wadura Sopore, India
| | - Amir Bibi
- Department of Plant Breeding and Genetics, Faculty of Agriculture Sciences, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Anshika Tyagi
- Department of Biotechnology, Yeungnam University, Gyeongsan, South Korea
| | - Suresh M. Nebapure
- Division of Entomology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Chengeshpur Anjali Goud
- Institute of Biotechnology, Professor Jayashanker Telangana State Agriculture University, Hyderabad, India
| | - Shafat Ahmad Ahanger
- Division of Plant Pathology, Faculty of Agriculture, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Wadura Sopore, India,*Correspondence: Shafat Ahmad Ahanger, ; Sajad Ali, ; Muntazir Mushtaq,
| | - Sajad Ali
- Department of Biotechnology, Yeungnam University, Gyeongsan, South Korea,*Correspondence: Shafat Ahmad Ahanger, ; Sajad Ali, ; Muntazir Mushtaq,
| | - Muntazir Mushtaq
- ICAR-National Bureau of Plant Genetic Resources, Division of Germplasm Evaluation, Pusa Campus, New Delhi, India,*Correspondence: Shafat Ahmad Ahanger, ; Sajad Ali, ; Muntazir Mushtaq,
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24
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Tian Y, Zhou Y, Gao G, Zhang Q, Li Y, Lou G, He Y. Creation of Two-Line Fragrant Glutinous Hybrid Rice by Editing the Wx and OsBADH2 Genes via the CRISPR/Cas9 System. Int J Mol Sci 2023; 24:ijms24010849. [PMID: 36614293 PMCID: PMC9820973 DOI: 10.3390/ijms24010849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/15/2022] [Accepted: 12/16/2022] [Indexed: 01/05/2023] Open
Abstract
Global food security has benefited from the development and promotion of the two-line hybrid rice system. Excellent eating quality determines the market competitiveness of hybrid rice varieties based on achieving the fundamental requirements of high yield and good adaptability. Developing sterile and restorer lines with improved quality for two-line hybrid breeding by editing quality genes with clustered regularly interspaced short palindromic repeat (CRISPR)/Cas9 is an efficient and practical alternative to the lengthy and laborious process of conventional breeding to improve rice quality. We edited Wx and OsBADH2 using CRISPR/Cas9 technology to produce both homozygous male sterile mutant lines and homozygous restorer mutant lines with Cas9-free. These mutants have a much lower amylose content while having a significantly higher 2-acetyl-1-pyrroline aroma content. Based on this, a fragrant glutinous hybrid rice was developed without too much effect on most agronomic traits. This study demonstrates the use of CRISPR/Cas9 in creating two-line fragrant glutinous hybrid rice by editing the components of the male sterile and the restorative lines.
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25
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Renard T, Gueydan C, Aron S. DNA methylation and expression of the egfr gene are associated with worker size in monomorphic ants. Sci Rep 2022; 12:21228. [PMID: 36481802 PMCID: PMC9732050 DOI: 10.1038/s41598-022-25675-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022] Open
Abstract
The reproductive division of labour is a hallmark of eusocial Hymenoptera. Females are either reproductive queens or non-reproductive workers. In ants, workers often display further task specialisation that is associated with variation in size and/or morphology. Because female polyphenism is typically under environmental control, it is thought epigenetic mechanisms (such as DNA methylation) play a central role since they mediate gene-by-environment interactions. Methylation of the growth-promoting gene epidermal growth factor receptor (egfr) was indeed shown to control worker size in a highly polymorphic ant. However, it remains unknown if egfr methylation could also regulate worker size in monomorphic species. By combining experimental pharmacology and molecular biology, we show that worker size is associated with egfr methylation in two monomorphic ants. Furthermore, we functionally demonstrate that EGFR signalling affects worker size. These results indicate that worker size regulation by egfr methylation has been mechanistically conserved in ants but remains unexploited in monomorphic species.
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Affiliation(s)
- Thibaut Renard
- grid.4989.c0000 0001 2348 0746Evolutionary Biology and Ecology, Université Libre de Bruxelles, Avenue F.D. Roosevelt, 50, 1050 Brussels, Belgium
| | - Cyril Gueydan
- grid.4989.c0000 0001 2348 0746Molecular Biology of the Gene, Université Libre de Bruxelles, Rue Prof. Jeener et Brachet, 12, 6041 Gosselies, Belgium
| | - Serge Aron
- grid.4989.c0000 0001 2348 0746Evolutionary Biology and Ecology, Université Libre de Bruxelles, Avenue F.D. Roosevelt, 50, 1050 Brussels, Belgium
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26
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Salvi P, Varshney V, Majee M. Raffinose family oligosaccharides (RFOs): role in seed vigor and longevity. Biosci Rep 2022; 42:BSR20220198. [PMID: 36149314 PMCID: PMC9547172 DOI: 10.1042/bsr20220198] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 11/17/2022] Open
Abstract
Seed vigor and longevity are important agronomic attributes, as they are essentially associated with crop yield and thus the global economy. Seed longevity is a measure of seed viability and the most essential property in gene bank management since it affects regeneration of seed recycling. Reduced seed life or storability is a serious issue in seed storage since germplasm conservation and agricultural enhancement initiatives rely on it. The irreversible and ongoing process of seed deterioration comprises a complex gene regulatory network and altered metabolism that results in membrane damage, DNA integrity loss, mitochondrial dysregulation, protein damage, and disrupted antioxidative machinery. Carbohydrates and/or sugars, primarily raffinose family oligosaccharides (RFOs), have emerged as feasible components for boosting or increasing seed vigor and longevity in recent years. RFOs are known to perform diverse functions in plants, including abiotic and biotic stress tolerance, besides being involved in regulating seed germination, desiccation tolerance, vigor, and longevity. We emphasized and analyzed the potential impact of RFOs on seed vigor and longevity in this review. Here, we comprehensively reviewed the molecular mechanisms involved in seed longevity, RFO metabolism, and how RFO content is critical and linked with seed vigor and longevity. Further molecular basis, biotechnological approaches, and CRISPR/Cas applications have been discussed briefly for the improvement of seed attributes and ultimately crop production. Likewise, we suggest advancements, challenges, and future possibilities in this area.
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Affiliation(s)
- Prafull Salvi
- National Agri-Food Biotechnology Institute, Punjab 140308, India
| | - Vishal Varshney
- Govt. Shaheed Gend Singh College, Charama, Chhattisgarh 494337, India
| | - Manoj Majee
- National Institute of Plant Genome Research (NIPGR), Aruna Asaf Ali Marg, New Delhi 110067, India
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27
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Gasiński A, Kawa-Rygielska J, Mikulski D, Kłosowski G. Changes in the raffinose family oligosaccharides content in the lentil and common bean seeds during malting and mashing processes. Sci Rep 2022; 12:17911. [PMID: 36289395 PMCID: PMC9606247 DOI: 10.1038/s41598-022-22943-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/21/2022] [Indexed: 01/20/2023] Open
Abstract
Raffinose family oligosaccharides (RFOs) are sugars, which are considered anti-nutritional substances, which are not digestible by human gastric enzymes and can lead to flatulence. Legume seeds are often rich in these compounds, which can be cumbersome for many people, such as vegetarians or the population of developing countries, whose diets consists of large amounts of these food products. In this study, simple procedures used around the world in the brewing industry (malting and mashing) were used to determine, whether these processes could be applied to popular legume seeds (lentil and bean) to reduce the RFOs content. Acquired malts and worts were characterised by radically decreased concentration (up to 90%) of most ubiquitous RFOs, such as raffinose and stachyose.
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Affiliation(s)
- Alan Gasiński
- grid.411200.60000 0001 0694 6014Department of Fermentation and Cereals Technology, Faculty of Biotechnology and Food Science, Wrocław University of Environmental and Life Science, Chełmońskiego 37 Street, 51-630 Wrocław, Poland
| | - Joanna Kawa-Rygielska
- grid.411200.60000 0001 0694 6014Department of Fermentation and Cereals Technology, Faculty of Biotechnology and Food Science, Wrocław University of Environmental and Life Science, Chełmońskiego 37 Street, 51-630 Wrocław, Poland
| | - Dawid Mikulski
- grid.412085.a0000 0001 1013 6065Department of Biotechnology, Kazimierz Wielki University, K. J. Poniatowskiego 12 Street, 85-671 Bydgoszcz, Poland
| | - Grzegorz Kłosowski
- grid.412085.a0000 0001 1013 6065Department of Biotechnology, Kazimierz Wielki University, K. J. Poniatowskiego 12 Street, 85-671 Bydgoszcz, Poland
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28
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Development of Soft Rice Lines by Regulating Amylose Content via Editing the 5'UTR of the Wx Gene. Int J Mol Sci 2022; 23:ijms231810517. [PMID: 36142438 PMCID: PMC9504814 DOI: 10.3390/ijms231810517] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/06/2022] [Accepted: 09/06/2022] [Indexed: 11/29/2022] Open
Abstract
The type of soft rice with low amylose content (AC) is more and more favored by consumers for its better eating and cooking quality, as people’s quality of life continuously improves in China. The Wx gene regulates the AC of rice grains, thus affecting the degree of softness of the rice. Mei Meng B (MMB), Tian Kang B (TKB), and DR462 are three indica rice maintained lines with good morphological characters, but also with undesirably high AC. Therefore, CRISPR/Cas9 technology was used to edit the Wx gene of these lines to create a batch of soft rice breeding materials. New gene-edited lines MMB-10-2, TKB-21-12, and DR462-9-9, derived from the above parental lines, respectively, were selected in the T2 generations, with an AC of 17.2%, 16.8%, and 17.8%, and gel consistency (GC) of 78.6 mm, 77.4 mm, and 79.6 mm, respectively. The rapid viscosity analysis (RVA) spectrum showed that the three edited lines had a better eating quality as compared to the corresponding wild type, and showing new characteristics, different from the high-quality soft rice popular in the market. There was no significant difference in the main agronomic traits in the three edited lines compared to the corresponding wild types. Moreover, the chalkiness of DR462-9-9 was reduced, resulting in an improved appearance of its polished rice. The present study created soft rice germplasms for breeding improved quality hybrid rice, without changing the excellent traits of their corresponding wild type varieties.
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29
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Zhao D, Zhang C, Li Q, Liu Q. Genetic control of grain appearance quality in rice. Biotechnol Adv 2022; 60:108014. [PMID: 35777622 DOI: 10.1016/j.biotechadv.2022.108014] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 05/27/2022] [Accepted: 06/23/2022] [Indexed: 02/08/2023]
Abstract
Grain appearance, one of the key determinants of rice quality, reflects the ability to attract consumers, and is characterized by four major properties: grain shape, chalkiness, transparency, and color. Mining of valuable genes, genetic mechanisms, and breeding cultivars with improved grain appearance are essential research areas in rice biology. However, grain appearance is a complex and comprehensive trait, making it challenging to understand the molecular details, and therefore, achieve precise improvement. This review highlights the current findings of grain appearance control, including a detailed description of the key genes involved in the formation of grain appearance, and the major environmental factors affecting chalkiness. We also discuss the integration of current knowledge on valuable genes to enable accurate breeding strategies for generation of rice grains with superior appearance quality.
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Affiliation(s)
- Dongsheng Zhao
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, State Key Laboratory of Hybrid Rice, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Yangzhou University, Yangzhou 225009, China; Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Genetics and Physiology, Yangzhou University, Yangzhou 225009, China
| | - Changquan Zhang
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, State Key Laboratory of Hybrid Rice, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Yangzhou University, Yangzhou 225009, China
| | - Qianfeng Li
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, State Key Laboratory of Hybrid Rice, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Yangzhou University, Yangzhou 225009, China
| | - Qiaoquan Liu
- Key Laboratory of Crop Genomics and Molecular Breeding of Jiangsu Province, State Key Laboratory of Hybrid Rice, Key Laboratory of Plant Functional Genomics of the Ministry of Education, Yangzhou University, Yangzhou 225009, China; Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Jiangsu Key Laboratory of Crop Genetics and Physiology, Yangzhou University, Yangzhou 225009, China.
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Hori K, Okunishi T, Nakamura K, Iijima K, Hagimoto M, Hayakawa K, Shu K, Ikka T, Yamashita H, Yamasaki M, Takeuchi Y, Koyama S, Tsujii Y, Kayano T, Ishii T, Kumamaru T, Kawagoe Y, Yamamoto T. Genetic Background Negates Improvements in Rice Flour Characteristics and Food Processing Properties Caused by a Mutant Allele of the PDIL1-1 Seed Storage Protein Gene. RICE (NEW YORK, N.Y.) 2022; 15:13. [PMID: 35247122 PMCID: PMC8898210 DOI: 10.1186/s12284-022-00560-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/08/2022] [Indexed: 05/18/2023]
Abstract
Phenotypic differences among breeding lines that introduce the same superior gene allele can be a barrier to effective development of cultivars with desirable traits in some crop species. For example, a deficient mutation of the Protein Disulfide Isomerase Like 1-1 (PDIL1-1) gene can cause accumulation of glutelin seed storage protein precursors in rice endosperm, and improves rice flour characteristics and food processing properties. However, the gene must be expressed to be useful. A deficient mutant allele of PDIL1-1 was introduced into two rice cultivars with different genetic backgrounds (Koshihikari and Oonari). The grain components, agronomic traits, and rice flour and food processing properties of the resulting lines were evaluated. The two breeding lines had similar seed storage protein accumulation, amylose content, and low-molecular-weight metabolites. However, only the Koshihikari breeding line had high flour quality and was highly suitable for rice bread, noodles, and sponge cake, evidence of the formation of high-molecular-weight protein complexes in the endosperm. Transcriptome analysis revealed that mRNA levels of fourteen PDI, Ero1, and BiP genes were increased in the Koshihikari breeding line, whereas this change was not observed in the Oonari breeding line. We elucidated part of the molecular basis of the phenotypic differences between two breeding lines possessing the same mutant allele in different genetic backgrounds. The results suggest that certain genetic backgrounds can negate the beneficial effect of the PDIL1-1 mutant allele. Better understanding of the molecular basis for such interactions may accelerate future breeding of novel rice cultivars to meet the strong demand for gluten-free foods.
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Affiliation(s)
- Kiyosumi Hori
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan.
- National Institute of Agrobiological Sciences, Tsukuba, 305-8602, Japan.
| | - Tomoya Okunishi
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
| | - Kenji Nakamura
- Cereal Science Research Center of Tsukuba, Nisshin Flour Milling Inc, Tsukuba, 300-2611, Japan
| | - Ken Iijima
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
- National Institute of Agrobiological Sciences, Tsukuba, 305-8602, Japan
| | - Masahiro Hagimoto
- Cereal Science Research Center of Tsukuba, Nisshin Flour Milling Inc, Tsukuba, 300-2611, Japan
| | - Katsuyuki Hayakawa
- Cereal Science Research Center of Tsukuba, Nisshin Flour Milling Inc, Tsukuba, 300-2611, Japan
| | - Koka Shu
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
- National Institute of Agrobiological Sciences, Tsukuba, 305-8602, Japan
| | - Takashi Ikka
- National Institute of Agrobiological Sciences, Tsukuba, 305-8602, Japan
- Faculty of Agriculture, Shizuoka University, Shizuoka, 422-8529, Japan
| | - Hiroto Yamashita
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
- Faculty of Agriculture, Shizuoka University, Shizuoka, 422-8529, Japan
| | - Masanori Yamasaki
- Food Resources Education and Research Center, Kobe University, Kasai, 675-2103, Japan
| | - Yoshinobu Takeuchi
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
| | - Shota Koyama
- Department of Agricultural Chemistry, Tokyo University of Agriculture, Tokyo, 156-8502, Japan
| | - Yoshimasa Tsujii
- Department of Agricultural Chemistry, Tokyo University of Agriculture, Tokyo, 156-8502, Japan
| | - Toshiaki Kayano
- National Institute of Agrobiological Sciences, Tsukuba, 305-8602, Japan
| | - Takuro Ishii
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
| | | | - Yasushi Kawagoe
- National Institute of Agrobiological Sciences, Tsukuba, 305-8602, Japan
| | - Toshio Yamamoto
- National Agricultural and Food Research Organization (NARO), Tsukuba, 305-8518, Japan
- National Institute of Agrobiological Sciences, Tsukuba, 305-8602, Japan
- Institute of Plant Science and Resources, Okayama University, Kurashiki, 710-0046, Japan
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