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Cheng X, Zhou G, Chen W, Tan L, Long Q, Cui F, Tan L, Zou G, Tan Y. Current status of molecular rice breeding for durable and broad-spectrum resistance to major diseases and insect pests. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2024; 137:219. [PMID: 39254868 PMCID: PMC11387466 DOI: 10.1007/s00122-024-04729-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 08/24/2024] [Indexed: 09/11/2024]
Abstract
In the past century, there have been great achievements in identifying resistance (R) genes and quantitative trait loci (QTLs) as well as revealing the corresponding molecular mechanisms for resistance in rice to major diseases and insect pests. The introgression of R genes to develop resistant rice cultivars has become the most effective and eco-friendly method to control pathogens/insects at present. However, little attention has been paid to durable and broad-spectrum resistance, which determines the real applicability of R genes. Here, we summarize all the R genes and QTLs conferring durable and broad-spectrum resistance in rice to fungal blast, bacterial leaf blight (BLB), and the brown planthopper (BPH) in molecular breeding. We discuss the molecular mechanisms and feasible methods of improving durable and broad-spectrum resistance to blast, BLB, and BPH. We will particularly focus on pyramiding multiple R genes or QTLs as the most useful method to improve durability and broaden the disease/insect spectrum in practical breeding regardless of its uncertainty. We believe that this review provides useful information for scientists and breeders in rice breeding for multiple stress resistance in the future.
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Affiliation(s)
- Xiaoyan Cheng
- Jiangxi Tiandao Liangan Seed Industry Co., Ltd., 568 South Huancheng Rd., Yuanzhou Dist., Yichun, People's Republic of China
- National Engineering Research Center of Rice (Nanchang), Rice Research Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, People's Republic of China
- College of Life Sciences and Resources and Environment, Yichun University, Yichun, People's Republic of China
| | - Guohua Zhou
- College of Life Sciences and Resources and Environment, Yichun University, Yichun, People's Republic of China
| | - Wei Chen
- Jiangxi Super-Rice Research and Development Center, Jiangxi Provincial Key Laboratory of Rice Germplasm Innovation and Breeding, Jiangxi Academy of Agricultural Sciences, National Engineering Research Center for Rice, Nanchang, People's Republic of China
| | - Lin Tan
- Jiangxi Tiandao Liangan Seed Industry Co., Ltd., 568 South Huancheng Rd., Yuanzhou Dist., Yichun, People's Republic of China
| | - Qishi Long
- Jiangxi Tiandao Liangan Seed Industry Co., Ltd., 568 South Huancheng Rd., Yuanzhou Dist., Yichun, People's Republic of China
| | - Fusheng Cui
- Yichun Academy of Sciences (Jiangxi Selenium-Rich Industry Research Institute), Yichun, People's Republic of China
| | - Lei Tan
- Jiangxi Tiandao Liangan Seed Industry Co., Ltd., 568 South Huancheng Rd., Yuanzhou Dist., Yichun, People's Republic of China
| | - Guoxing Zou
- National Engineering Research Center of Rice (Nanchang), Rice Research Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, People's Republic of China.
| | - Yong Tan
- Jiangxi Tiandao Liangan Seed Industry Co., Ltd., 568 South Huancheng Rd., Yuanzhou Dist., Yichun, People's Republic of China.
- Jiangxi Super-Rice Research and Development Center, Jiangxi Provincial Key Laboratory of Rice Germplasm Innovation and Breeding, Jiangxi Academy of Agricultural Sciences, National Engineering Research Center for Rice, Nanchang, People's Republic of China.
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Taura S, Ichitani K. Chromosomal Location of xa19, a Broad-Spectrum Rice Bacterial Blight Resistant Gene from XM5, a Mutant Line from IR24. PLANTS (BASEL, SWITZERLAND) 2023; 12:602. [PMID: 36771686 PMCID: PMC9919685 DOI: 10.3390/plants12030602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 01/22/2023] [Accepted: 01/27/2023] [Indexed: 06/18/2023]
Abstract
Bacterial blight is an important rice disease caused by bacteria named Xanthomonas oryzae pv. oryzae (Xoo). XM5 is an Xoo resistant mutant line with the genetic background of IR24, an Indica Xoo susceptible cultivar, induced by a chemical mutagen N-methyl-N-nitrosourea (MNU). XM5 carries a recessive Xoo resistant gene, xa19. Trisomic analysis was conducted using the cross between XM5 and the trisomic series under the genetic background of IR24, showing that xa19 was located on chromosome 7. The approximate chromosomal location was found using 37 surely resistant plants in the F2 population from XM5 × Kinmaze, which was susceptible to most Japanese Xoo races. The IAS44 line carries a Japonica cultivar Asominori chromosomal segment covering the xa19 locus under the IR24 genetic background. Linkage analysis using the F2 population from the cross between XM5 and IAS44 revealed that xa19 was located within the 0.8 cM region between RM8262 and RM6728. xa19 is not allelic to the known Xoo resistant genes. However, its location suggests that it might be allelic to a lesion-mimic mutant gene spl5, some alleles of which are resistant to several Xoo races. Together with xa20 and xa42, three Xoo resistant genes were induced from IR24 by MNU. The significance of chemical mutagen as a source of Xoo resistance was discussed.
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Affiliation(s)
- Satoru Taura
- Institute of Gene Research, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
- The United Graduate School of Agricultural Sciences, Kagoshima University, Kagoshima 890-0065, Japan
| | - Katsuyuki Ichitani
- The United Graduate School of Agricultural Sciences, Kagoshima University, Kagoshima 890-0065, Japan
- Faculty of Agriculture, Kagoshima University, Kagoshima 890-0065, Japan
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The Chromosome-Scale Genomes of Exserohilum rostratum and Bipolaris zeicola Pathogenic Fungi Causing Rice Spikelet Rot Disease. J Fungi (Basel) 2023; 9:jof9020177. [PMID: 36836292 PMCID: PMC9961003 DOI: 10.3390/jof9020177] [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: 12/03/2022] [Revised: 01/12/2023] [Accepted: 01/19/2023] [Indexed: 01/31/2023] Open
Abstract
Rice spikelet rot disease occurs mainly in the late stages of rice growth. Pathogenicity and biological characteristics of the pathogenic fungus and the infestation site have been the primary focus of research on the disease. To learn more about the disease, we performed whole-genome sequencing of Exserohilum rostratum and Bipolaris zeicola for predicting potentially pathogenic genes. The fungus B. zeicola was only recently identified in rice.We obtained 16 and 15 scaffolds down to the chromosome level for E. rostratum LWI and B. zeicola LWII, respectively. The length of LWI strain was approximately 34.05 Mb, and the G + C content of the whole genome was 50.56%. The length of the LWII strain was approximately 32.21 Mb, and the G + C content of the whole genome was 50.66%. After the prediction and annotation of E. rostratum LWI and B. zeicola LWII, we predicted that the LWI strain and LWII strain contain 8 and 13 potential pathogenic genes, respectively, which may be related to rice infection. These results improve our understanding of the genomes of E. rostratum and B. zeicola and update the genomic databases of these two species. It benefits subsequent studies on the mechanisms of E. rostratum and B. zeicola interactions with rice and helps to develop efficient control measures against rice spikelet rot disease.
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Shah S, Tsuneyoshi H, Ichitani K, Taura S. QTL Analysis Revealed One Major Genetic Factor Inhibiting Lesion Elongation by Bacterial Blight (Xanthomonas oryzae pv. oryzae) from a japonica Cultivar Koshihikari in Rice. PLANTS 2022; 11:plants11070867. [PMID: 35406847 PMCID: PMC9003242 DOI: 10.3390/plants11070867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/15/2022] [Accepted: 03/22/2022] [Indexed: 11/19/2022]
Abstract
Xanthomonas oryzae pv. oryzae (Xoo) is a pathogen that has ravaged the rice industry as the causal agent of bacterial blight (BB) diseases in rice. Koshihikari (KO), an elite japonica cultivar, and ARC7013 (AR), an indica cultivar, are both susceptible to Xoo. Their phenotypic characteristics reveal that KO has shorter lesion length than that of AR. The F2 population from KO × AR results in continuous distribution of lesion length by inoculation of an Xoo race (T7147). Consequently, quantitative trait loci (QTL) mapping of the F2 population is conducted, covering 12 chromosomes with 107 simple sequence repeat (SSR) and insertion/deletion (InDel) genetic markers. Three QTLs are identified on chromosomes 2, 5, and 10. Of them, qXAR5 has the strongest resistance variance effect of 20.5%, whereas qXAR2 and qXAR10 have minor QTL effects on resistance variance, with 3.9% and 2.3%, respectively, for a total resistance variance of 26.7%. The QTLs we examine for this study differ from the loci of BB resistance genes from earlier studies. Our results can help to facilitate understanding of genetic and morphological fundamentals for use in rice breeding programs that are more durable against evolving Xoo pathogens and uncertain climatic temperature.
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Affiliation(s)
- Shameel Shah
- Graduate School of Agriculture Science Forestry and Fisheries, Kagoshima University, Kagoshima 890-0065, Japan; (S.S.); (K.I.)
| | - Hiroaki Tsuneyoshi
- Faculty of Agriculture, Kagoshima University, Kagoshima 890-0065, Japan;
| | - Katsuyuki Ichitani
- Graduate School of Agriculture Science Forestry and Fisheries, Kagoshima University, Kagoshima 890-0065, Japan; (S.S.); (K.I.)
- Faculty of Agriculture, Kagoshima University, Kagoshima 890-0065, Japan;
- The United Graduate School of Agriculture Sciences, Kagoshima University, Kagoshima 890-0065, Japan
| | - Satoru Taura
- Graduate School of Agriculture Science Forestry and Fisheries, Kagoshima University, Kagoshima 890-0065, Japan; (S.S.); (K.I.)
- Division of Gene Research, Kagoshima University, Kagoshima 890-0065, Japan
- Correspondence: ; Tel.: +81-0992853590
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Yang Y, Zhou Y, Sun J, Liang W, Chen X, Wang X, Zhou J, Yu C, Wang J, Wu S, Yao X, Zhou Y, Zhu J, Yan C, Zheng B, Chen J. Research Progress on Cloning and Function of Xa Genes Against Rice Bacterial Blight. FRONTIERS IN PLANT SCIENCE 2022; 13:847199. [PMID: 35386667 PMCID: PMC8978965 DOI: 10.3389/fpls.2022.847199] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 02/24/2022] [Indexed: 05/27/2023]
Abstract
Bacterial blight (BB) of rice caused by Xanthomonas oryzae pv. oryzae (Xoo) is one of the most serious bacterial diseases that hinder the normal growth and production of rice, which greatly reduces the quality and yield of rice. The effect of traditional methods such as chemical control is often not ideal. A series of production practices have shown that among the numerous methods for BB controlling, breeding and using resistant varieties are the most economical, effective, and environmentally friendly, and the important basis for BB resistance breeding is the exploration of resistance genes and their functional research. So far, 44 rice BB resistance genes have been identified and confirmed by international registration or reported in journals, of which 15 have been successfully cloned and characterized. In this paper, research progress in recent years is reviewed mainly on the identification, map-based cloning, molecular resistance mechanism, and application in rice breeding of these BB resistance genes, and the future influence and direction of the remained research for rice BB resistance breeding are also prospected.
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Affiliation(s)
- Yong Yang
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Yuhang Zhou
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
- State Key Laboratory of Subtropical Silviculture, Zhejiang A & F University, Hangzhou, China
| | - Jia Sun
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
- College of Plant Protection, Fujian A & F University, Fuzhou, China
| | - Weifang Liang
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
- College of Plant Protection, Yunnan Agricultural University, Kunming, China
| | - Xinyu Chen
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
- State Key Laboratory of Subtropical Silviculture, Zhejiang A & F University, Hangzhou, China
| | - Xuming Wang
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Jie Zhou
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Chulang Yu
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Plant Virology, Ningbo University, Ningbo, China
| | - Junmin Wang
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
| | - Shilu Wu
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
- College of Agronomy, Anhui Agricultural University, Hefei, China
| | - Xiaoming Yao
- Zhejiang Plant Protection, Quarantine and Pesticide Management Station, Hangzhou, China
| | - Yujie Zhou
- Zhuji Agricultural Technology Extension Center, Zhuji, China
| | - Jie Zhu
- Plant Protection and Soil Fertilizer Management Station of Wenzhou, Wenzhou, China
| | - Chengqi Yan
- Institute of Biotechnology, Ningbo Academy of Agricultural Science, Ningbo, China
| | - Bingsong Zheng
- State Key Laboratory of Subtropical Silviculture, Zhejiang A & F University, Hangzhou, China
| | - Jianping Chen
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Virology and Biotechnology, Zhejiang Academy of Agricultural Science, Hangzhou, China
- State Key Laboratory for Managing Biotic and Chemical Treats to the Quality and Safety of Agro-Products, Key Laboratory of Biotechnology for Plant Protection, Ministry of Agriculture, and Rural Affairs, Zhejiang Provincial Key Laboratory of Biotechnology for Plant Protection, Institute of Plant Virology, Ningbo University, Ningbo, China
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Msami JA, Kawaguchi Y, Ichitani K, Taura S. Linkage analysis of rice bacterial blight resistance gene xa20 in XM6, a mutant line from IR24. BREEDING SCIENCE 2021; 71:144-154. [PMID: 34377062 PMCID: PMC8329881 DOI: 10.1270/jsbbs.20104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 10/06/2020] [Indexed: 06/13/2023]
Abstract
Bacterial blight caused by Xanthomonas oryzae pv. oryzae (Xoo) is an important disease constraining rice (Oryza sativa L.) production worldwide. The XM6 line was induced by N-methyl-N-nitrosourea from IR24, an Indica cultivar that is susceptible to Philippine and Japanese Xoo races. XM6 was confirmed to carry a recessive gene named xa20, resistant to six Philippine and five Japanese Xoo races. The chromosomal gene location was found using 10 plants with the shortest lesion length in an F2 population consisting of 298 plants from a susceptible Japonica variety Koshihikari × XM6. Analysis using PCR-based DNA markers covering the whole rice genome indicated the gene as located on the distal region of the long arm of chromosome 3. The IKC3 line carries IR24 genetic background with Koshihikari fragment on chromosome 3 where a resistance gene was thought to be located. The F2 population from IKC3 × XM6 clearly showed a bimodal distribution separating resistant and susceptible plants. Further linkage analysis conducted using this F2 population revealed that xa20 is located within the 0.8 cM region flanked by DNA markers KIC3-33.88 (33.0 Mb) and KIC3-34.06 (33.2 Mb). This study yields important findings for resistance breeding and for the genetic mechanism of Xoo resistance.
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Affiliation(s)
- Jessey Anderson Msami
- Graduate School of Agriculture, Forestry and Fisheries, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
| | - Yoshiki Kawaguchi
- Faculty of Agriculture, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
| | - Katsuyuki Ichitani
- Graduate School of Agriculture, Forestry and Fisheries, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
- Faculty of Agriculture, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
- The United Graduate School of Agricultural Sciences, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
| | - Satoru Taura
- Graduate School of Agriculture, Forestry and Fisheries, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
- Division of Gene Research, Kagoshima University, 1-21-24 Korimoto, Kagoshima 890-0065, Japan
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Tekete C, Cunnac S, Doucouré H, Dembele M, Keita I, Sarra S, Dagno K, Koita O, Verdier V. Characterization of New Races of Xanthomonas oryzae pv. oryzae in Mali Informs Resistance Gene Deployment. PHYTOPATHOLOGY 2020; 110:267-277. [PMID: 31464159 DOI: 10.1094/phyto-02-19-0070-r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Bacterial leaf blight caused by Xanthomonas oryzae pv. oryzae represents a severe threat to rice cultivation in Mali. Characterizing the pathotypic diversity of bacterial populations is key to the management of pathogen-resistant varieties. Forty-one X. oryzae pv. oryzae isolates were collected between 2010 and 2013 in the major rice growing regions in Mali. All isolates were virulent on the susceptible rice variety Azucena; evaluation of the isolates on 12 near isogenic rice lines, each carrying a single resistance gene, identified six new races (A4 to A9) and confirmed race A3 that was previously reported in Mali. Races A5 and A6, isolated in Office du Niger and Sélingué, were the most prevalent races in Mali. Race A9 was the most virulent, circumventing all of the resistance genes tested. Xa3 controlled six of seven races (i.e., 89% of the isolates tested). The expansion of race A9 represents a major risk to rice cultivation and highlights the urgent need to identify a local source of resistance. We selected 14 isolates of X. oryzae pv. oryzae representative of the most prevalent races to evaluate 29 rice varieties grown by farmers in Mali. Six isolates showed a high level of resistance to X. oryzae pv. oryzae and were then screened with a larger collection of isolates. Based on the interactions among the six varieties and the X. oryzae pv. oryzae isolates, we characterized eight different pathotypes (P1 to P8). Two rice varieties, SK20-28 and Gigante, effectively controlled all of the isolates tested. The low association observed among races and pathotypes of X. oryzae pv. oryzae suggests that the resistance observed in the local rice varieties does not simply rely on single known Xa genes. X. oryzae pv. oryzae is pathogenically and geographically diverse. Both the races of X. oryzae pv. oryzae characterized in this study and the identification of sources of resistance in local rice varieties provide useful information to inform the design of effective breeding programs for resistance to bacterial leaf blight in Mali.
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Affiliation(s)
- C Tekete
- Applied Molecular Biology Laboratory, Faculty of Science and Technology, University of Sciences, Techniques and Technologies of Bamako, Bamako, Mali
| | - S Cunnac
- IRD, CIRAD, University of Montpellier, IPME, Montpellier, France
| | - H Doucouré
- Applied Molecular Biology Laboratory, Faculty of Science and Technology, University of Sciences, Techniques and Technologies of Bamako, Bamako, Mali
| | - M Dembele
- Institute of Rural Economy, Regional Center for Agronomic Research, Niono and Bamako, Mali
| | - I Keita
- Applied Molecular Biology Laboratory, Faculty of Science and Technology, University of Sciences, Techniques and Technologies of Bamako, Bamako, Mali
| | - S Sarra
- Institute of Rural Economy, Regional Center for Agronomic Research, Niono and Bamako, Mali
| | - K Dagno
- Institute of Rural Economy, Regional Center for Agronomic Research, Niono and Bamako, Mali
| | - O Koita
- Applied Molecular Biology Laboratory, Faculty of Science and Technology, University of Sciences, Techniques and Technologies of Bamako, Bamako, Mali
| | - V Verdier
- IRD, CIRAD, University of Montpellier, IPME, Montpellier, France
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