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Fan Y, Ma L, Pan X, Tian P, Wang W, Liu K, Xiong Z, Li C, Wang Z, Wang J, Zhang H, Bao Y. Genome-Wide Association Study Identifies Rice Panicle Blast-Resistant Gene Pb4 Encoding a Wall-Associated Kinase. Int J Mol Sci 2024; 25:830. [PMID: 38255904 PMCID: PMC10815793 DOI: 10.3390/ijms25020830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 12/27/2023] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
Rice blast is one of the most devastating diseases, causing a significant reduction in global rice production. Developing and utilizing resistant varieties has proven to be the most efficient and cost-effective approach to control blasts. However, due to environmental pressure and intense pathogenic selection, resistance has rapidly broken down, and more durable resistance genes are being discovered. In this paper, a novel wall-associated kinase (WAK) gene, Pb4, which confers resistance to rice blast, was identified through a genome-wide association study (GWAS) utilizing 249 rice accessions. Pb4 comprises an N-terminal signal peptide, extracellular GUB domain, EGF domain, EGF-Ca2+ domain, and intracellular Ser/Thr protein kinase domain. The extracellular domain (GUB domain, EGF domain, and EGF-Ca2+ domain) of Pb4 can interact with the extracellular domain of CEBiP. Additionally, its expression is induced by chitin and polygalacturonic acid. Furthermore, transgenic plants overexpressing Pb4 enhance resistance to rice blast. In summary, this study identified a novel rice blast-resistant gene, Pb4, and provides a theoretical basis for understanding the role of WAKs in mediating rice resistance against rice blast disease.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Yongmei Bao
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing 210095, China (X.P.); (P.T.); (C.L.); (H.Z.)
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2
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Xiao N, Wu Y, Zhang X, Hao Z, Chen Z, Yang Z, Cai Y, Wang R, Yu L, Wang Z, Lu Y, Shi W, Pan C, Li Y, Zhou C, Liu J, Huang N, Liu G, Ji H, Zhu S, Fang S, Ning Y, Li A. Pijx confers broad-spectrum seedling and panicle blast resistance by promoting the degradation of ATP β subunit and OsRbohC-mediated ROS burst in rice. MOLECULAR PLANT 2023; 16:1832-1846. [PMID: 37798878 DOI: 10.1016/j.molp.2023.10.001] [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: 09/14/2022] [Revised: 04/11/2023] [Accepted: 10/01/2023] [Indexed: 10/07/2023]
Abstract
Rice blast, caused by the fungal pathogen Magnaporthe oryzae, is one of the most important diseases of rice. Utilization of blast-resistance genes is the most economical, effective, and environmentally friendly way to control the disease. However, genetic resources with broad-spectrum resistance (BSR) that is effective throughout the rice growth period are rare. In this work, using a genome-wide association study, we identify a new blast-resistance gene, Pijx, which encodes a typical CC-NBS-LRR protein. Pijx is derived from a wild rice species and confers BSR to M. oryzae at both the seedling and panicle stages. The functions of the resistant haplotypes of Pijx are confirmed by gene knockout and overexpression experiments. Mechanistically, the LRR domain in Pijx interacts with and promotes the degradation of the ATP synthase β subunit (ATPb) via the 26S proteasome pathway. ATPb acts as a negative regulator of Pijx-mediated panicle blast resistance, and interacts with OsRbohC to promote its degradation. Consistently, loss of ATPb function causes an increase in NAPDH content and ROS burst. Remarkably, when Pijx is introgressed into two japonica rice varieties, the introgression lines show BSR and increased yields that are approximately 51.59% and 79.31% higher compared with those of their parents in a natural blast disease nursery. In addition, we generate PPLPijx Pigm and PPLPijx Piz-t pyramided lines and these lines also have higher BSR to panicle blast compared with Pigm- or Piz-t-containing rice plants. Collectively, this study demonstrates that Pijx not only confers BSR to M. oryzae but also maintains high and stable rice yield, providing new genetic resources and molecular targets for breeding rice varieties with broad-spectrum blast resistance.
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Affiliation(s)
- Ning Xiao
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Yunyu Wu
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Xiaoxiang Zhang
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Zeyun Hao
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Zichun Chen
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Zefeng Yang
- Key Laboratory of Plant Functional Genomics, Ministry of Education, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Agricultural College of Yangzhou University, Yangzhou 225009, China
| | - Yue Cai
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Ruyi Wang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Ling Yu
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Zhiping Wang
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Yue Lu
- Key Laboratory of Plant Functional Genomics, Ministry of Education, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Agricultural College of Yangzhou University, Yangzhou 225009, China
| | - Wei Shi
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Cunhong Pan
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Yuhong Li
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Changhai Zhou
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Jianju Liu
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Niansheng Huang
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Guangqing Liu
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Hongjuan Ji
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Shuhao Zhu
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Shuai Fang
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China
| | - Yuese Ning
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Aihong Li
- Institute of Agricultural Sciences for Lixiahe Region in Jiangsu, Yangzhou Rice Experiment Station of the China Agricultural Research System, Jiangsu Key Laboratory of Crop Genomics and Molecular Breeding, Yangzhou 225009, China.
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Alsantely A, Gutaker R, Navarrete Rodríguez ME, Arrieta-Espinoza G, Fuchs EJ, Costa de Oliveira A, Tohme J, Zuccolo A, Wing RA, Fornasiero A. The International Oryza Map Alignment Project (IOMAP): the Americas-past achievements and future directions. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:1331-1342. [PMID: 36527431 PMCID: PMC10010607 DOI: 10.1093/jxb/erac490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
Abstract
The wild relatives of rice hold unexplored genetic diversity that can be employed to feed an estimated population of 10 billion by 2050. The Oryza Map Alignment Project (OMAP) initiated in 2003 has provided comprehensive genomic resources for comparative, evolutionary, and functional characterization of the wild relatives of rice, facilitating the cloning of >600 rice genes, including those for grain width (GW5) and submergence tolerance (SUB1A). Following in the footsteps of the original project, the goal of 'IOMAP: the Americas' is to investigate the present and historic genetic diversity of wild Oryza species endemic to the Americas through the sequencing of herbaria and in situ specimens. The generation of a large diversity panel describing past and current genetic status and potential erosion of genetic variation in the populations will provide useful knowledge for the conservation of the biodiversity in these species. The wild relatives of rice in the Americas present a wide range of resistance traits useful for crop improvement and neodomestication approaches. In the race against time for a sustainable food future, the neodomestication of the first cereal species recently accomplished in O. alta opens the door to the potential neodomestication of the other wild Oryza species in Americas.
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Affiliation(s)
- Aseel Alsantely
- Center for Desert Agriculture, Biological and Environmental Sciences & Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
| | - Rafal Gutaker
- Royal Botanic Gardens, Kew, Kew Green, Richmond, Surrey TW9 3AE, UK
| | - María E Navarrete Rodríguez
- Center for Desert Agriculture, Biological and Environmental Sciences & Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
| | - Griselda Arrieta-Espinoza
- Centro de Investigación en Biología Celular y Molecular, Universidad de Costa Rica, Ciudad de la Investigación-C.P., San José 11501-2050, Costa Rica
| | - Eric J Fuchs
- Escuela de Biología, Universidad de Costa Rica, San José 11501-2060, Costa Rica
| | - Antonio Costa de Oliveira
- Plant Genomics and Breeding Center, Eliseu Maciel School of Agronomy, Federal University of Pelotas, Pelotas-RS, Brazil
| | - Joe Tohme
- International Center for Tropical Agriculture (CIAT), Cali 763537, Colombia
| | - Andrea Zuccolo
- Center for Desert Agriculture, Biological and Environmental Sciences & Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
- Crop Science Research Center, Sant’Anna School of Advanced Studies, Pisa 56127, Italy
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Zhao N, Yuan R, Usman B, Qin J, Yang J, Peng L, Mackon E, Liu F, Qin B, Li R. Detection of QTLs Regulating Six Agronomic Traits of Rice Based on Chromosome Segment Substitution Lines of Common Wild Rice ( Oryza rufipogon Griff.) and Mapping of qPH1.1 and qLMC6.1. Biomolecules 2022; 12:biom12121850. [PMID: 36551278 PMCID: PMC9775987 DOI: 10.3390/biom12121850] [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: 11/16/2022] [Revised: 12/06/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Wild rice is a primary source of genes that can be utilized to generate rice cultivars with advantageous traits. Chromosome segment substitution lines (CSSLs) are consisting of a set of consecutive and overlapping donor chromosome segments in a recipient's genetic background. CSSLs are an ideal genetic population for mapping quantitative traits loci (QTLs). In this study, 59 CSSLs from the common wild rice (Oryza rufipogon Griff.) accession DP15 under the indica rice cultivar (O. sativa L. ssp. indica) variety 93-11 background were constructed through multiple backcrosses and marker-assisted selection (MAS). Through high-throughput whole genome re-sequencing (WGRS) of parental lines, 12,565 mapped InDels were identified and designed for polymorphic molecular markers. The 59 CSSLs library covered 91.72% of the genome of common wild rice accession DP15. The DP15-CSSLs displayed variation in six economic traits including grain length (GL), grain width (GW), thousand-grain weight (TGW), grain length-width ratio (GLWR), plant height (PH), and leaf margin color (LMC), which were finally attributed to 22 QTLs. A homozygous CSSL line and a purple leave margin CSSL line were selected to construct two secondary genetic populations for the QTLs mapping. Thus, the PH-controlling QTL qPH1.1 was mapped to a region of 4.31-Mb on chromosome 1, and the LMC-controlling QTL qLMC6.1 was mapped to a region of 370-kb on chromosome 6. Taken together, these identified novel QTLs/genes from common wild rice can potentially promote theoretical knowledge and genetic applications to rice breeders worldwide.
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Affiliation(s)
- Neng Zhao
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Ruizhi Yuan
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Babar Usman
- Graduate School of Green-Bio Science and Crop Biotech Institute, Kyung Hee University, Yongin 17104, Republic of Korea
| | - Jiaming Qin
- Maize Research Institute, Guangxi Academy of Agricultural Science, Nanning 530007, China
| | - Jinlian Yang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Liyun Peng
- State Key Laboratory of Conservation and Utilization of Subtropical Agro-Bioresources, College of Life Science and Technology, Guangxi University, Nanning 530005, China
| | - Enerand Mackon
- State Key Laboratory of Conservation and Utilization of Subtropical Agro-Bioresources, College of Life Science and Technology, Guangxi University, Nanning 530005, 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
- Correspondence:
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Kumar R, Bahuguna RN, Tiwari M, Pal M, Chinnusamy V, Sreeman S, Muthurajan R, Krishna Jagadish SV. Walking through crossroads-rice responses to heat and biotic stress interactions. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:4065-4081. [PMID: 35713657 DOI: 10.1007/s00122-022-04131-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 05/17/2022] [Indexed: 06/15/2023]
Abstract
Rice, the most important source of calories for humans is prone to severe yield loss due to changing climate including heat stress. Additionally, rice encounters biotic stresses in conjunction with heat stress, which exacerbates the adverse effects, and exponentially increase such losses. Several investigations have identified biotic and heat stress-related quantitative trait loci (QTLs) that may contribute to improved tolerance to these stresses. However, a significant knowledge gap exists in identifying the genomic regions imparting tolerance against combined biotic and heat stress. Hereby, we are presenting a conceptual meta-analysis identifying genomic regions that may be promising candidates for enhancing combined biotic and heat stress tolerance in rice. Fourteen common genomic regions were identified along chromosomes 1, 2, 3, 4, 6, 10 and 12, which harbored 1265 genes related to heat stress and defense responses in rice. Further, the meta expression analysis revealed 24 differentially expressed genes (DEGs) involved in calcium-mediated stress signaling including transcription factors Myb, bHLH, ROS signaling, molecular chaperones HSP110 and pathogenesis related proteins. Additionally, we also proposed a hypothetical model based on GO and MapMan analysis representing the pathways intersecting heat and biotic stresses. These DEGs can be potential candidate genes for improving tolerance to combined biotic and heat stress in rice. We present a framework highlighting plausible connecting links (QTLs/genes) between rice response to heat stress and different biotic factors associated with yield, that can be extended to other crops.
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Affiliation(s)
- Ritesh Kumar
- Department of Agronomy, Kansas State University, Manhattan, KS, 66506, USA
| | - Rajeev N Bahuguna
- Center for Advanced Studies on Climate Change, Dr. Rajendra Prasad Central Agricultural University, Pusa, Samastipur, India
| | - Manish Tiwari
- Department of Agronomy, Kansas State University, Manhattan, KS, 66506, USA
| | - Madan Pal
- Division of Plant Physiology, Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Viswanathan Chinnusamy
- Division of Plant Physiology, Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Sheshshayee Sreeman
- Department of Crop Physiology, University of Agricultural Sciences, Bengaluru, India
| | - Raveendran Muthurajan
- Department of Plant Biotechnology, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, Tamil Nadu, 641003, India.
| | - S V Krishna Jagadish
- Department of Agronomy, Kansas State University, Manhattan, KS, 66506, USA.
- Department of Crop Physiology, University of Agricultural Sciences, Bengaluru, India.
- Department of Plant Biotechnology, Centre for Plant Molecular Biology and Biotechnology, Tamil Nadu Agricultural University, Coimbatore, Tamil Nadu, 641003, India.
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, USA.
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Sahu PK, Sao R, Choudhary DK, Thada A, Kumar V, Mondal S, Das BK, Jankuloski L, Sharma D. Advancement in the Breeding, Biotechnological and Genomic Tools towards Development of Durable Genetic Resistance against the Rice Blast Disease. PLANTS 2022; 11:plants11182386. [PMID: 36145787 PMCID: PMC9504543 DOI: 10.3390/plants11182386] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/31/2022] [Accepted: 09/03/2022] [Indexed: 01/02/2023]
Abstract
Rice production needs to be sustained in the coming decades, as the changeable climatic conditions are becoming more conducive to disease outbreaks. The majority of rice diseases cause enormous economic damage and yield instability. Among them, rice blast caused by Magnaportheoryzae is a serious fungal disease and is considered one of the major threats to world rice production. This pathogen can infect the above-ground tissues of rice plants at any growth stage and causes complete crop failure under favorable conditions. Therefore, management of blast disease is essentially required to sustain global food production. When looking at the drawback of chemical management strategy, the development of durable, resistant varieties is one of the most sustainable, economic, and environment-friendly approaches to counter the outbreaks of rice blasts. Interestingly, several blast-resistant rice cultivars have been developed with the help of breeding and biotechnological methods. In addition, 146 R genes have been identified, and 37 among them have been molecularly characterized to date. Further, more than 500 loci have been identified for blast resistance which enhances the resources for developing blast resistance through marker-assisted selection (MAS), marker-assisted backcross breeding (MABB), and genome editing tools. Apart from these, a better understanding of rice blast pathogens, the infection process of the pathogen, and the genetics of the immune response of the host plant are very important for the effective management of the blast disease. Further, high throughput phenotyping and disease screening protocols have played significant roles in easy comprehension of the mechanism of disease spread. The present review critically emphasizes the pathogenesis, pathogenomics, screening techniques, traditional and molecular breeding approaches, and transgenic and genome editing tools to develop a broad spectrum and durable resistance against blast disease in rice. The updated and comprehensive information presented in this review would be definitely helpful for the researchers, breeders, and students in the planning and execution of a resistance breeding program in rice against this pathogen.
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Affiliation(s)
- Parmeshwar K. Sahu
- Department of Genetics and Plant Breeding, Indira Gandhi Krishi Vishwavidyalaya, Raipur 492012, Chhattisgarh, India
| | - Richa Sao
- Department of Genetics and Plant Breeding, Indira Gandhi Krishi Vishwavidyalaya, Raipur 492012, Chhattisgarh, India
| | | | - Antra Thada
- Department of Genetics and Plant Breeding, Indira Gandhi Krishi Vishwavidyalaya, Raipur 492012, Chhattisgarh, India
| | - Vinay Kumar
- ICAR-National Institute of Biotic Stress Management, Baronda, Raipur 493225, Chhattisgarh, India
| | - Suvendu Mondal
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Mumbai 400085, Maharashtra, India
| | - Bikram K. Das
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Mumbai 400085, Maharashtra, India
| | - Ljupcho Jankuloski
- Plant Breeding and Genetics Section, Joint FAO/IAEA Centre, International Atomic Energy Agency, 1400 Vienna, Austria
- Correspondence: (L.J.); (D.S.); Tel.: +91-7000591137 (D.S.)
| | - Deepak Sharma
- Department of Genetics and Plant Breeding, Indira Gandhi Krishi Vishwavidyalaya, Raipur 492012, Chhattisgarh, India
- Correspondence: (L.J.); (D.S.); Tel.: +91-7000591137 (D.S.)
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Alam MS, Maina AW, Feng Y, Wu LB, Frei M. Interactive effects of tropospheric ozone and blast disease (Magnaporthe oryzae) on different rice genotypes. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:48893-48907. [PMID: 35201578 PMCID: PMC9252976 DOI: 10.1007/s11356-022-19282-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 02/14/2022] [Indexed: 05/06/2023]
Abstract
Rising tropospheric ozone concentrations can cause rice yield losses and necessitate the breeding of ozone-tolerant rice varieties. However, ozone tolerance should not compromise the resistance to important biotic stresses such as the rice blast disease. Therefore, we investigated the interactive effects of ozone and rice blast disease on nine different rice varieties in an experiment testing an ozone treatment, blast inoculation, and their interaction. Plants were exposed to an ozone concentration of 100 ppb for 7 h per day or ambient air throughout the growth period. Half of the plants were simultaneously infected with rice blast inoculum. Grain yield was significantly reduced in the blast treatment (17%) and ozone treatment (37%), while the combination of both stresses did not further decrease grain yields compared to ozone alone. Similar trends occurred for physiological traits such as vegetation indices, normalized difference vegetation index (NDVI), photochemical reflectance index (PRI), Lichtenthaler index 2 (Lic2), and anthocyanin reflectance index 1 (ARI1), as well as stomatal conductance and lipid peroxidation. Ozone exposure mitigated the formation of visible blast symptoms, while blast inoculation did not significantly affect visible ozone symptoms. Although different genotypes showed contrasting responses to the two types of stresses, no systematic pattern was observed regarding synergies or trade-offs under the two types of stresses. Therefore, we conclude that despite the similarities in physiological stress responses to ozone and blast, the tolerance to these stresses does not appear to be genetically linked in rice.
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Affiliation(s)
- Muhammad Shahedul Alam
- Department of Agronomy and Crop Physiology, Institute for Agronomy and Plant Breeding, Justus-Liebig University Giessen, 35390, Giessen, Germany
| | | | - Yanru Feng
- Department of Agronomy and Crop Physiology, Institute for Agronomy and Plant Breeding, Justus-Liebig University Giessen, 35390, Giessen, Germany
- Institute for Crop Science and Resource Conservation (INRES), Crop Science, University of Bonn, 53115, Bonn, Germany
| | - Lin-Bo Wu
- Department of Agronomy and Crop Physiology, Institute for Agronomy and Plant Breeding, Justus-Liebig University Giessen, 35390, Giessen, Germany
| | - Michael Frei
- Department of Agronomy and Crop Physiology, Institute for Agronomy and Plant Breeding, Justus-Liebig University Giessen, 35390, Giessen, Germany.
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8
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Zhou J, Yang Y, Lv Y, Pu Q, Li J, Zhang Y, Deng X, Wang M, Wang J, Tao D. Interspecific Hybridization Is an Important Driving Force for Origin and Diversification of Asian Cultivated Rice Oryza sativa L. FRONTIERS IN PLANT SCIENCE 2022; 13:932737. [PMID: 35845644 PMCID: PMC9280345 DOI: 10.3389/fpls.2022.932737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 05/25/2022] [Indexed: 06/15/2023]
Abstract
As one of the most important crops, Asian cultivated rice has evolved into a complex group including several subgroups adapting various eco-climate-systems around the globe. Here, we pictured a comprehensive view of its original domestication, divergences, and the origin of different subgroups by integrating agriculture, archeology, genetics, nuclear, and cytoplasm genome results. Then, it was highlighted that interspecific hybridization-introgression has played important role in improving the genetic diversity and adaptation of Oryza sativa during its evolution process. Natural hybridization-introgression led to the origin of indica, aus, and basmatic subgroups, which adapted to changing cultivated environments, and produced feral weedy rice coexisting and competing with cultivars under production management. Artificial interspecific hybridization-introgression gained several breakthroughs in rice breeding, such as developing three-line hybrid rice, new rice for Africa (NERICA), and some important pest and disease resistance genes in rice genetic improvement, contributing to the stable increase of rice production to meet the expanding human population. We proposed a series to exploit the virtues of hybridization-introgression in the genetic improvement of Asian cultivated rice. But some key issues such as reproductive barriers especially hybrid sterility should be investigated further, which are conducive to gene exchange between cultivated rice and its relatives, and even is beneficial to exploiting interspecific hybrid vigor. New technologies help introduce favorable genes from distant wild species to Asian cultivated rice, such as transgenic and genome editing systems. Rising introgression lines in a wider range with multi-donor benefits allele mining, understanding genetic network of rice growth and development, yield formation, and environmental adaptation. Then, integration of new tools and interspecific hybridization can be a future direction to develop more usable breeding populations which can make Asian cultivated rice more resilient to the changing climate and world.
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Affiliation(s)
- Jiawu Zhou
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Ying Yang
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Yonggang Lv
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Qiuhong Pu
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Jing Li
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Yu Zhang
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Xianneng Deng
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Min Wang
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Institute of Plant Resources, Yunnan University, Kunming, China
| | - Jie Wang
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
- Institute of Plant Resources, Yunnan University, Kunming, China
| | - Dayun Tao
- Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, China
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9
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Understanding the Dynamics of Blast Resistance in Rice-Magnaporthe oryzae Interactions. J Fungi (Basel) 2022; 8:jof8060584. [PMID: 35736067 PMCID: PMC9224618 DOI: 10.3390/jof8060584] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 05/03/2022] [Accepted: 05/10/2022] [Indexed: 01/09/2023] Open
Abstract
Rice is a global food grain crop for more than one-third of the human population and a source for food and nutritional security. Rice production is subjected to various stresses; blast disease caused by Magnaporthe oryzae is one of the major biotic stresses that has the potential to destroy total crop under severe conditions. In the present review, we discuss the importance of rice and blast disease in the present and future global context, genomics and molecular biology of blast pathogen and rice, and the molecular interplay between rice–M. oryzae interaction governed by different gene interaction models. We also elaborated in detail on M. oryzae effector and Avr genes, and the role of noncoding RNAs in disease development. Further, rice blast resistance QTLs; resistance (R) genes; and alleles identified, cloned, and characterized are discussed. We also discuss the utilization of QTLs and R genes for blast resistance through conventional breeding and transgenic approaches. Finally, we review the demonstrated examples and potential applications of the latest genome-editing tools in understanding and managing blast disease in rice.
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10
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Abdullah M, Okemo P, Furtado A, Henry R. Potential of Genome Editing to Capture Diversity From Australian Wild Rice Relatives. Front Genome Ed 2022; 4:875243. [PMID: 35572739 PMCID: PMC9091330 DOI: 10.3389/fgeed.2022.875243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 03/25/2022] [Indexed: 11/13/2022] Open
Abstract
Rice, a staple food worldwide and a model crop, could benefit from the introduction of novel genetics from wild relatives. Wild rice in the AA genome group closely related to domesticated rice is found across the tropical world. Due to their locality outside the range of domesticated rice, Australian wild rice populations are a potential source of unique traits for rice breeding. These rice species provide a diverse gene pool for improvement that could be utilized for desirable traits such as stress resistance, disease tolerance, and nutritional qualities. However, they remain poorly characterized. The CRISPR/Cas system has revolutionized gene editing and has improved our understanding of gene functions. Coupled with the increasing availability of genomic information on the species, genes in Australian wild rice could be modified through genome editing technologies to produce new domesticates. Alternatively, beneficial alleles from these rice species could be incorporated into cultivated rice to improve critical traits. Here, we summarize the beneficial traits in Australian wild rice, the available genomic information and the potential of gene editing to discover and understand the functions of novel alleles. Moreover, we discuss the potential domestication of these wild rice species for health and economic benefits to rice production globally.
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Affiliation(s)
- Muhammad Abdullah
- Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, QLD, Australia
- ARC Centre for Plant Success in Nature and Agriculture, University of Queensland, Brisbane, QLD, Australia
| | - Pauline Okemo
- Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, QLD, Australia
- ARC Centre for Plant Success in Nature and Agriculture, University of Queensland, Brisbane, QLD, Australia
| | - Agnelo Furtado
- Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, QLD, Australia
| | - Robert Henry
- Queensland Alliance for Agriculture and Food Innovation, University of Queensland, Brisbane, QLD, Australia
- ARC Centre for Plant Success in Nature and Agriculture, University of Queensland, Brisbane, QLD, Australia
- *Correspondence: Robert Henry,
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11
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Wu Y, Xiao N, Li Y, Gao Q, Ning Y, Yu L, Cai Y, Pan C, Zhang X, Huang N, Zhou C, Ji H, Liu J, Shi W, Chen Z, Liang C, Li A. Identification and fine mapping of qPBR10-1, a novel locus controlling panicle blast resistance in Pigm-containing P/TGMS line. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2021; 41:75. [PMID: 37309514 PMCID: PMC10236096 DOI: 10.1007/s11032-021-01268-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 11/15/2021] [Indexed: 06/14/2023]
Abstract
Rice blast is one of the most widespread and devastating diseases in rice production. Tremendous success has been achieved in the identification and characterization of genes and quantitative trait loci (QTLs) conferring seedling blast resistance, however, genetic studies on panicle blast resistance have lagged far behind. In this study, two advanced backcross inbred sister lines (MSJ13 and MSJ18) were obtained in the process of introducing Pigm into C134S and showed significant differences in the panicle blast resistance. One F2 population derived from the crossing MSJ13/MSJ18 was used to QTL mapping for panicle blast resistance using genotyping by sequencing (GBS) method. A total of seven QTLs were identified, including a major QTL qPBR10-1 on chromosome 10 that explains 24.21% of phenotypic variance with LOD scores of 6.62. Furthermore, qPBR10-1 was verified using the BC1F2 and BC1F3 population and narrowed to a 60.6-kb region with six candidate genes predicted, including two genes encoding exonuclease family protein, two genes encoding hypothetical protein, and two genes encoding transposon protein. The nucleotide variations and the expression patterns of the candidate genes were identified and analyzed between MSJ13 and MSJ18 through sequence comparison and RT-PCR approach, and results indicated that ORF1 and ORF2 encoding exonuclease family protein might be the causal candidate genes for panicle blast resistance in the qPBR10-1 locus. Supplementary Information The online version contains supplementary material available at 10.1007/s11032-021-01268-3.
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Affiliation(s)
- Yunyu Wu
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Ning Xiao
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Yuhong Li
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Qiang Gao
- Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101 China
| | - Yuese Ning
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193 China
| | - Ling Yu
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Yue Cai
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Cunhong Pan
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Xiaoxiang Zhang
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Niansheng Huang
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Changhai Zhou
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Hongjuan Ji
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Jianju Liu
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Wei Shi
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Zichun Chen
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
| | - Chengzhi Liang
- Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101 China
| | - Aihong Li
- Lixiahe Agricultural Research Institute of Jiangsu Province, Jiangsu Collaborative Innovation Center for Modern Crop Production, Yangzhou, 225009 China
- Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing, 210095 China
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12
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Iqbal Z, Iqbal MS, Khan MIR, Ansari MI. Toward Integrated Multi-Omics Intervention: Rice Trait Improvement and Stress Management. FRONTIERS IN PLANT SCIENCE 2021; 12:741419. [PMID: 34721467 PMCID: PMC8554098 DOI: 10.3389/fpls.2021.741419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/20/2021] [Indexed: 05/04/2023]
Abstract
Rice (Oryza sativa) is an imperative staple crop for nearly half of the world's population. Challenging environmental conditions encompassing abiotic and biotic stresses negatively impact the quality and yield of rice. To assure food supply for the unprecedented ever-growing world population, the improvement of rice as a crop is of utmost importance. In this era, "omics" techniques have been comprehensively utilized to decipher the regulatory mechanisms and cellular intricacies in rice. Advancements in omics technologies have provided a strong platform for the reliable exploration of genetic resources involved in rice trait development. Omics disciplines like genomics, transcriptomics, proteomics, and metabolomics have significantly contributed toward the achievement of desired improvements in rice under optimal and stressful environments. The present review recapitulates the basic and applied multi-omics technologies in providing new orchestration toward the improvement of rice desirable traits. The article also provides a catalog of current scenario of omics applications in comprehending this imperative crop in relation to yield enhancement and various environmental stresses. Further, the appropriate databases in the field of data science to analyze big data, and retrieve relevant information vis-à-vis rice trait improvement and stress management are described.
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Affiliation(s)
- Zahra Iqbal
- Molecular Crop Research Unit, Department of Biochemistry, Chulalongkorn University, Bangkok, Thailand
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13
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Jamaloddin M, Durga Rani CV, Swathi G, Anuradha C, Vanisri S, Rajan CPD, Krishnam Raju S, Bhuvaneshwari V, Jagadeeswar R, Laha GS, Prasad MS, Satyanarayana PV, Cheralu C, Rajani G, Ramprasad E, Sravanthi P, Arun Prem Kumar N, Aruna Kumari K, Yamini KN, Mahesh D, Sanjeev Rao D, Sundaram RM, Madhav MS. Marker Assisted Gene Pyramiding (MAGP) for bacterial blight and blast resistance into mega rice variety "Tellahamsa". PLoS One 2020; 15:e0234088. [PMID: 32559183 PMCID: PMC7304612 DOI: 10.1371/journal.pone.0234088] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 05/18/2020] [Indexed: 11/19/2022] Open
Abstract
Bacterial blight (BB) and fungal blast diseases are the major biotic constraints that limit rice productivity. To sustain yield improvement in rice, it is necessary to developed yield potential of the rice varieties by incorporation of biotic stress resistance genes. Tellahamsa is a well-adapted popular high yielding rice variety in Telangana state, India. However, the variety is highly susceptible to BB and blast. In this study, simultaneous stepwise transfer of genes through marker-assisted backcross breeding (MABB) strategy was used to introgress two major BB (Xa21 and xa13) and two major blast resistance genes (Pi54 and Pi1) into Tellahamsa. In each generation (from F1 to ICF3) foreground selection was done using gene-specific markers viz., pTA248 (Xa21), xa13prom (xa13), Pi54MAS (Pi54) and RM224 (Pi1). Two independent BC2F1 lines of Tellahamsa/ISM (Cross-I) and Tellahamsa/NLR145 (Cross-II) possessing 92% and 94% recurrent parent genome (RPG) respectively were intercrossed to develop ICF1—ICF3 generations. These gene pyramided lines were evaluated for key agro-morphological traits, quality, and resistance against blast at three different hotspot locations as well as BB at two locations. Two ICF3 gene pyramided lines viz., TH-625-159 and TH-625-491 possessing four genes exhibited a high level of resistance to BB and blast. In the future, these improved Tellahamsa lines could be developed as mega varieties for different agro-climatic zones and also as potential donors for different pre-breeding rice research.
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Affiliation(s)
- Md. Jamaloddin
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
- International Rice Research Institute (IRRI), Los Banos, Philippines
| | - Ch. V. Durga Rani
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
- * E-mail: (SM); (DR)
| | - G. Swathi
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - Ch. Anuradha
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - S. Vanisri
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - C. P. D. Rajan
- Agricultural Research Station (ARS), ANGRAU, Nellore, India
| | - S. Krishnam Raju
- Andhra Pradesh Rice Research Institute (APRRI), ANGRAU, West Godavari, India
| | - V. Bhuvaneshwari
- Andhra Pradesh Rice Research Institute (APRRI), ANGRAU, West Godavari, India
| | - R. Jagadeeswar
- Agricultural Research Institute (ARI), PJTSAU, Hyderabad, India
| | - G. S. Laha
- Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India
| | - M. S. Prasad
- Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India
| | - P. V. Satyanarayana
- Andhra Pradesh Rice Research Institute (APRRI), ANGRAU, West Godavari, India
| | - C. Cheralu
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - G. Rajani
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - E. Ramprasad
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - P. Sravanthi
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | | | | | - K. N. Yamini
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - D. Mahesh
- Institute of Biotechnology (IBT), PJTSAU, Hyderabad, India
| | - D. Sanjeev Rao
- Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India
| | - R. M. Sundaram
- Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India
| | - M. Sheshu Madhav
- Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India
- * E-mail: (SM); (DR)
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