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Yang Y, Pu Q, Lv Y, Li J, Zhou J, Deng X, Song X, Zhang Y, Tao D. Identification and Genetic Analysis of Collinearity Loci for Interspecific Hybrid Sterility in Genus Oryza. RICE (NEW YORK, N.Y.) 2025; 18:43. [PMID: 40423911 PMCID: PMC12116409 DOI: 10.1186/s12284-025-00803-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Accepted: 05/20/2025] [Indexed: 05/28/2025]
Abstract
BACKGROUND Hybrid sterility is a common phenomenon in hybrids between the Asian cultivated rice (Oryza sativa L.) and its relatives with AA genome, which limits the utilization of interspecific heterosis and favorable gene introgression. Numerous loci for hybrid sterility have been identified between O. sativa and its relatives. However, it remains elusive whether hybrid sterility between different species is controlled by a set of conserved loci, and whether there are variations in the genetic mode of these loci. RESULTS In this study, six novel hybrid sterility loci for pollen sterility were identified from different cross combinations between O. sativa and its three wild relatives. S59 caused hybrid pollen sterility in hybrids between O. sativa and O. rufipogon. S60 and S61 controlled the hybrid pollen sterility between O. sativa and O. glumaepatula. S62, S63 and S64 governed the hybrid pollen sterility between O. sativa and O. barthii. Genetic and linkage analysis showed that S59, S60, and S62 were located in near the same region on the short arm of chromosome 5. S61 and S63 were mapped near RM27460 on the short arm of chromosome 12. S64 was restricted into the 60.27 kb region between RM4853 and RM3372 on the short arm of chromosome 3. The genetic behavior of six novel hybrid sterility loci follows one-locus allelic interaction model, the male gametes carrying the alleles of O. sativa in the heterozygotes were selectively aborted except for S62. CONCLUSIONS The findings from this research would provide a better understanding for the genetic nature of interspecific hybrid sterility in rice.
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Grants
- 31991221, U2002202, 32460503 National Natural Science Foundation of China
- 31991221, U2002202, 32460503 National Natural Science Foundation of China
- 31991221, U2002202, 32460503 National Natural Science Foundation of China
- 31991221, U2002202, 32460503 National Natural Science Foundation of China
- 31991221, U2002202, 32460503 National Natural Science Foundation of China
- 31991221, U2002202, 32460503 National Natural Science Foundation of China
- 202101AT070193, 202201AS070072, 202205AR070001-04 Yunnan Provincial Science and Technology Department, China
- 202101AT070193, 202201AS070072, 202205AR070001-04 Yunnan Provincial Science and Technology Department, China
- 202101AT070193, 202201AS070072, 202205AR070001-04 Yunnan Provincial Science and Technology Department, China
- 202101AT070193, 202201AS070072, 202205AR070001-04 Yunnan Provincial Science and Technology Department, China
- 202101AT070193, 202201AS070072, 202205AR070001-04 Yunnan Provincial Science and Technology Department, China
- 202101AT070193, 202201AS070072, 202205AR070001-04 Yunnan Provincial Science and Technology Department, China
- 530000210000000013809 Yunnan Provincial Government
- 530000210000000013809 Yunnan Provincial Government
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Affiliation(s)
- Ying Yang
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Qiuhong Pu
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Yonggang Lv
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Jing Li
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Jiawu Zhou
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Xianneng Deng
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Xuanchen Song
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Yu Zhang
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China.
| | - Dayun Tao
- Yunnan Seed Laboratory, Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China.
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Song X, Yang Y, Pu Q, Zhou J, Lv Y, Jiang X, Li J, Deng X, Tao D, Zhang Y. Molecular mapping of a novel locus S68 for intrasubspecific hybrid sterility in indica-indica hybrid. Sci Rep 2025; 15:13536. [PMID: 40253442 PMCID: PMC12009382 DOI: 10.1038/s41598-025-98008-w] [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: 02/08/2025] [Accepted: 04/08/2025] [Indexed: 04/21/2025] Open
Abstract
Oryza. sativa subsp. indica, a subspecies of Asian cultivated rice, plays a crucial role in global rice production, particularly in the utilization of hybrid vigor. However, the genetic basis of hybrid sterility among indica-indica intrasubspecific hybrids remains elusive, hindering the effective exploitation of heterosis in rice breeding programs. In this study, a near isogenic line (NIL) was developed using the indica variety Swarna as the donor parent and the indica variety IR64 as the recurrent parent. A novel locus, designated S68, responsible for intrasubspecific hybrid sterility was mapped to the region between RM14247 and RM3413 on the short arm of chromosome 3, spanning approximately 190 kb. S68 followed one-locus allelic interaction model. In IR64/NIL-S68 hybrids, the gametes from IR64 exhibit a transmission advantage, while those from Swarna are aborted in the heterozygote. This is the first hybrid sterile locus identified in indica-indica intrasubspecific hybrids, which enhances our understanding of the genetic mechanisms underlying intrasubspecific hybrid sterility and the genetic divergence within indica rice, thereby providing guidance for hybrid breeding programs within the indica subspecies.
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Affiliation(s)
- XuanChen Song
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
- College of Agriculture, Yunnan University, Kunming, 650504, China
| | - Ying Yang
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - QiuHong Pu
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - JiaWu Zhou
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - YongGang Lv
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Xiaohan Jiang
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - Jing Li
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - XianNeng Deng
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China
| | - DaYun Tao
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China.
| | - Yu Zhang
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, 650200, China.
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Zhou J, Li J, Zhang Y, Yang Y, Lv Y, Pu Q, Deng X, Tao D. Introgression among subgroups is an important driving force for genetic improvement and evolution of the Asian cultivated rice Oryza sativa L. FRONTIERS IN PLANT SCIENCE 2025; 16:1535880. [PMID: 40051880 PMCID: PMC11882543 DOI: 10.3389/fpls.2025.1535880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Accepted: 01/29/2025] [Indexed: 03/09/2025]
Abstract
Anagenesis accumulates favorable mutations that enable crops to adapt to continually improving artificial production environments, while cladogenesis results in the deposition of beneficial variations across diverse ecotypes. Integrating advantageous genetic variations from diverse evolutionary sources establishes the foundation for the continued genetic improvement of crops. For a long time, rice breeding practices have been guided by the established belief that the Asian cultivated rice consists of two subspecies: Oryza sativa subsp. indica and subsp. japonica. Integrating elite genetic variants from both subspecies has been a major strategy for genetic improvement. This approach has proven successful through the achievements of temperate japonica breeding programs in China, Japan, and Korea over the past decades. The genetic differentiation within the Asian cultivated rice has been successfully harnessed for heterosis breeding, thereby enhancing rice yield productivity. Genomic investigations have revealed more genetic divergences in the Asian cultivated rice, prompting the proposal of six subgroups within it. This indicates that there is greater potential for uncovering additional genetic divergences and diversity in future breeding practices. Genetic introgression and gene flow among subgroups have led to improvements in agronomic traits within the indica, temperate japonica, and tropical japonica subgroups during the modern rice breeding process. The introgression process has widened the genetic diversity within subgroups and reduced the genetic distance between them, resulting in the creation of new genetic blocks and subpopulations. Artificial introgression has accelerated the evolution process in rice breeding history. Advancements in the study of genetic divergence and diversity in rice offer valuable insights to guide breeding practices. The mini subgroups aus, basmatic, and rayada possess untapped genetic potential but have been poorly studied worldwide; more samples should be further investigated. This information will be invaluable for harnessing these advantageous variations through introgression breeding. Further studying the nature of reproductive barriers among subgroups will enhance our understanding of genetic differentiation, allow us to overcome these barriers and facilitate effective genetic exchange, and even enable us to harness heterosis among subgroups.
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Affiliation(s)
| | | | | | | | | | | | | | - Dayun Tao
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops
Research Institute, Yunnan Academy of Agricultural Sciences (YAAS), Kunming, China
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Lv Y, Li J, Yang Y, Pu Q, Zhou J, Deng X, Zhang Y, Tao D. Identification of a novel hybrid sterility locus S67 between temperate japonica subgroup and basmati subgroup in Oryza sativa L. Sci Rep 2024; 14:28619. [PMID: 39562654 PMCID: PMC11576850 DOI: 10.1038/s41598-024-80011-2] [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: 05/17/2024] [Accepted: 11/14/2024] [Indexed: 11/21/2024] Open
Abstract
Asian cultivated rice (Oryza sativa L.) is the most important cultivated species in the AA genome species of the genus Oryza. basmati is a special and famous subgroup in Asian cultivated rice, and temperate japonica is one of the most important cultivated subgroup, too. However, hybrid sterility hinders the introgression of favorable traits and the utilization of hybrid vigour between the two subgroups. The genetic basis of intraspecific hybrid sterility between temperate japonica and basmati remained elusive. In this study, a novel hybrid sterility locus S67 was identified, which caused hybrid male sterility in hybrids between the temperate japonica rice variety Dianjingyou 1 (DJY1) and the basmati rice variety Dom-sufid. Initial mapping with BC1F1, BC4F1, BC4F2 populations and DNA markers located S67 between RM5362 and K1-40.6 on the long arm of chromosome 1. Genetic analysis confirmed that S67 caused a transmission advantage for the temperate japonica rice S67-te allele in the hybrid offsprings. This result not only fills the gap in the research on hybrid sterility between basmati and temperate japonica, but also lays a good foundation for the systematic study of the genetic nature of hybrid sterility between basmati and other subgroups, as well as the full exploration and utilization of this subgroup through the creation of wide or specific compatibility lines to overcome hybrid sterility. In addition, this result can also help us broaden our understanding of genetic differentiation within Asian cultivated rice and hybrid sterility between inter-subgroups.
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Affiliation(s)
- Yonggang Lv
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China
| | - Jing Li
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China
| | - Ying Yang
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China
| | - Qiuhong Pu
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China
| | - Jiawu Zhou
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China
| | - Xianneng Deng
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China
| | - Yu Zhang
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China.
| | - Dayun Tao
- Yunnan Seed Laboratory/Yunnan Key Laboratory for Rice Genetic Improvement, Food Crops Research Institute, Yunnan Academy of Agricultural Sciences, Kunming, 650200, China.
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Yu T, Wang C, Fan J, Chen R, Liu G, Xu X, Ning J, Lu X. Single-cell RNA sequencing revealed the roles of macromolecule epidermal growth factor receptor (EGFR) in the hybrid sterility of hermaphroditic Argopecten scallops. Int J Biol Macromol 2024; 280:136062. [PMID: 39341320 DOI: 10.1016/j.ijbiomac.2024.136062] [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: 08/09/2024] [Revised: 09/24/2024] [Accepted: 09/25/2024] [Indexed: 10/01/2024]
Abstract
The macromolecule epidermal growth factor receptor (EGFR) is a transmembrane glycoprotein that belongs to the protein kinase superfamily, which plays versatile functions in cell proliferation, development and fertility regulation. Almost all F1 hybrids obtained from the hermaphroditic bay scallops and Peruvian scallops exhibit infertility, and the genetic mechanism remains unclear. In this study, the comprehensive scRNA-seq was first conducted in the gonads of hybrid scallops, deducing the developmental sequence of germ cells and identifying the critical regulators in hybrid sterility: epidermal growth factor receptor. During the development from oogenesis phase germ cells to oocytes, the expression of the EGFR gene gradually decreased in sterile hybrids but increased in fertile hybrids. The significantly lower EGFR expression and ATP content, but higher ROS production rate was detected in the gonad of sterile hybrids than that in fertile hybrids, which might cause slow development of oocytes, stagnation of cell cycle, insufficient energy supply, high level of apoptosis and final sterility. Specific knock-down of EGFR gene led to decreased ATP content, increased ROS production rate, and inhibited oocyte maturation and gonadal development. These findings provide new insights into the roles of EGFR in hybrid infertility of bivalves and the healthy development of scallop breeding.
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Affiliation(s)
- Tieying Yu
- Research and Development Center for Efficient Utilization of Coastal Bioresources, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, Shandong 264003, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Chunde Wang
- Research and Development Center for Efficient Utilization of Coastal Bioresources, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, Shandong 264003, China; College of Marine Science and Engineering, Qingdao Agricultural University, Qingdao, Shandong 266109, China
| | - Jiawei Fan
- Research and Development Center for Efficient Utilization of Coastal Bioresources, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, Shandong 264003, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Rongjie Chen
- Laizhou Marine Development and Fishery Service Center, Laizhou 261400, China
| | - Guilong Liu
- Yantai Spring-Sea AquaSeed, Ltd., Yantai 264006, China
| | - Xin Xu
- Yantai Spring-Sea AquaSeed, Ltd., Yantai 264006, China
| | - Junhao Ning
- Research and Development Center for Efficient Utilization of Coastal Bioresources, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, Shandong 264003, China.
| | - Xia Lu
- School of Ocean, Yantai University, Yantai, Shandong 264005, China.
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Wakabayashi T, Kato K. THB1, a putative transmembrane protein that causes hybrid breakdown in rice. BREEDING SCIENCE 2024; 74:193-203. [PMID: 39555009 PMCID: PMC11561410 DOI: 10.1270/jsbbs.23065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 01/22/2024] [Indexed: 11/19/2024]
Abstract
Hybrid breakdown is a post-zygotic reproductive isolation that hinders genetic exchange between species or populations in both animals and plants. Two complementary recessive genes, temperature sensitive hybrid breakdown1 (thb1) and thb2, cause hybrid breakdown in rice (Oryza sativa). The present study delimited the THB1 locus to a 9.1-kb sequence, containing a single gene encoding a putative transmembrane protein with unknown functions. Haplotype analysis of THB1 in the two core collections of 119 accessions revealed that these accessions were divided into 22 haplotypes. A test cross with thb2 carrier showed that haplotype2 (H2) was assigned to thb1 and was restricted to temperate japonica. A nonsynonymous nucleotide polymorphism (SNP) specific to H2 was identified as a causal mutation in thb1. A test cross with thb1 carrier indicated that six accessions, including temperate japonica, tropical japonica, and indica, carried thb2. These results suggest that thb1 has recently evolved in temperate japonica, whereas thb2 arose in an ancient japonica and introgressed into the present three subgroups. Furthermore, we developed a derived cleaved amplified polymorphic sequence (dCAPS) marker to detect causal SNP in THB1. Our findings provide new insights into reproductive isolation and may benefit rice breeding.
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Affiliation(s)
- Tae Wakabayashi
- Department of Agro-Environmental Science, Obihiro University of Agriculture and Veterinary Medicine, Nishi 2-11 Inada, Obihiro, Hokkaido 080-8555, Japan
| | - Kiyoaki Kato
- Department of Agro-Environmental Science, Obihiro University of Agriculture and Veterinary Medicine, Nishi 2-11 Inada, Obihiro, Hokkaido 080-8555, Japan
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Tomita R, Reyes VP, Fukuta Y, Gichuhi EW, Kikuta M, Menge DM, Doi K, Makihara D. Genetic Variation of Blast ( Pyricularia oryzae Cavara) Resistance in the Longistaminata Chromosome Segment Introgression Lines (LCSILs) and Potential for Breeding Use in Kenya. PLANTS (BASEL, SWITZERLAND) 2023; 12:863. [PMID: 36840212 PMCID: PMC9966461 DOI: 10.3390/plants12040863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 02/01/2023] [Accepted: 02/10/2023] [Indexed: 06/18/2023]
Abstract
In Kenya's rice-growing areas, Basmati varieties have been produced in monoculture since the late 1980s. This has resulted in the breakdown of the resistance (R) gene-mediated response of the local Basmati varieties to blast disease caused by Pyricularia oryzae. To improve blast resistance in Kenyan Basmati varieties, continuous identification of R genes and suitable breeding materials for Basmati are necessary. Longistaminata chromosome segment introgression lines (LCSILs) with the Kernel Basmati genetic background, developed using a rice line called potential low-input adaptable-1 (pLIA-1) derived from a cross between Taichung 65 (T65) (a rice variety in the Japonica Group) and O. longistaminata, are expected to contain useful blast R genes derived from O. longistaminata or T65. In this study, we investigated the genetic variation of blast R genes in LCSILs and their parents by using a new international differential system for designating blast races based on the gene-for-gene theory and molecular characterization using single nucleotide polymorphism (SNP) markers. LCSILs and their parents were classified into three groups-A, B1, and B2-based on reaction patterns to the standard differential blast isolates (SDBIs). Group A, including pLIA-1, showed the highest resistance in all groups, followed by groups B1 and B2. Kernel Basmati in group B1 was considered to possess Pik-p or Pi7(t), Pi19(t), and other unknown R genes. In addition to these R genes, LCSIL 6, 12, 27, 28, and 40, in group A, were determined to possess one of Pish, Piz-t, or both genes that confer resistance to the Kenyan blast races. These lines can be used for efficiently pyramiding blast R genes in the local Basmati varieties.
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Affiliation(s)
- Rena Tomita
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya 464-8601, Japan
| | - Vincent Pamugas Reyes
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya 464-8601, Japan
| | - Yoshimichi Fukuta
- Japan International Research Center for Agricultural Sciences, Tsukuba 305-8686, Japan
| | - Emily Waringa Gichuhi
- Kenya Agricultural and Livestock Research Organization, Kerugoya P.O. Box 298-10300, Kenya
| | - Mayumi Kikuta
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima 739-8528, Japan
| | - Daniel Makori Menge
- Kenya Agricultural and Livestock Research Organization, Kerugoya P.O. Box 298-10300, Kenya
| | - Kazuyuki Doi
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya 464-8601, Japan
| | - Daigo Makihara
- International Center for Research and Education in Agriculture, Nagoya University, Nagoya 464-8601, Japan
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