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Fujino K, Hirayama Y, Obara M, Ikegaya T. Colocalization of QTLs for hull-cracked rice and grain size in elite rice varieties in Japan. BREEDING SCIENCE 2018; 68:449-454. [PMID: 30369819 PMCID: PMC6198905 DOI: 10.1270/jsbbs.18024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 06/05/2018] [Indexed: 05/20/2023]
Abstract
The control of insects that consume cereal grains is important for the production and storage of grains. Hull-cracked rice, which has splits in the hull, becomes more susceptible to insects both in the paddy field and during storage. The development of varieties with a low frequency of hull-cracked rice is the most economical and effective strategy to avoid insect damage and the environmental risks from agricultural chemical entering rice grains. In this study, we identified that QTLs for the frequency of hull-cracked rice and for grain width are located on the same chromosome using recombinant inbred lines derived from a cross between the elite rice varieties in Hokkaido, Japan, which are from the same pedigree and are genetically closely related. These QTLs were detected close to different molecular markers, which were separated by 1,101,675 bp, on chromosome 5 in the reference Nipponbare genome. In addition, low coefficient values of the phenotype were found between hull-cracked rice and grain size. These results suggested that the ratio of hull-cracked rice is independent of grain size. Using these QTLs, new varieties with low hull-cracked rice could be developed regardless of grain size.
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Affiliation(s)
- Kenji Fujino
- Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
- Corresponding author (e-mail: )
| | - Yuji Hirayama
- Rice breeding group, Kamikawa Agricultural Experiment Station, Local Independent Administrative Agency Hokkaido Research Organization,
Pippu, Hokkaido 078-0397,
Japan
| | - Mari Obara
- Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
| | - Tomohito Ikegaya
- Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
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2
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Fukuda A, Hirose T, Aoki N, Kondo S, Yonekura M, Kataoka T, Ohto C, Nagano AJ. Selection of Transcripts Affecting Initial Growth Rate of Rice Backcrossed Inbred Lines Using RNA Sequencing Data. FRONTIERS IN PLANT SCIENCE 2018; 9:1880. [PMID: 30631334 PMCID: PMC6315124 DOI: 10.3389/fpls.2018.01880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 12/05/2018] [Indexed: 05/11/2023]
Abstract
Seedling growth is an important factor for direct seeding of rice. However, the genetic and transcriptomic factors involved in this process are largely unknown. In this study, transcripts affecting shoot weight were identified in rice (Oryza sativa L.) using RNA sequencing (RNA-Seq) data from 20 backcrossed inbred lines (BILs) and their parental cultivars. The selection frequency of the genes for the regression model was determined using repeated analysis of random subsets of the transcriptome. The qLTG3-1gene, controlling low-temperature germinability, and short grain 1 gene (SG1), known to decrease organ elongation, showed high frequency. The quantitative trait loci (QTLs) analysis performed for BILs revealed that qLTG3-1 was included in the QTLs for shoot weight but SG1 was not. No nucleotide polymorphisms were found in the coding region of SG1 in either of the parental cultivars. Quantitative real-time PCR showed that SG1 expression was negatively correlated with shoot weight for all 104 BILs analyzed in this study. Expression QTL (eQTLs) analysis showed an eQTL for SG1 expression located in the same region as the QTL for shoot weight. However, no eQTLs were detected on the same chromosome as SG1, suggesting that nucleotide polymorphisms around the gene do not affect its expression in analyzed growth stage. Overall, these results indicate that RNA-Seq is a useful tool for identifying transcripts that can be related to seedling growth rate.
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Affiliation(s)
- Akari Fukuda
- Central Region Agricultural Research Center, National Agriculture and Food Research Organization, Joetsu, Japan
- *Correspondence: Akari Fukuda,
| | - Tatsuro Hirose
- Central Region Agricultural Research Center, National Agriculture and Food Research Organization, Joetsu, Japan
| | - Naohiro Aoki
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Satoshi Kondo
- Agriculture and Biotechnology Business Division, Toyota Motor Corporation, Miyoshi, Japan
| | - Madoka Yonekura
- Agriculture and Biotechnology Business Division, Toyota Motor Corporation, Miyoshi, Japan
| | - Tomomori Kataoka
- Kyushu Okinawa Agricultural Research Center, National Agriculture and Food Research Organization, Fukuoka, Japan
| | - Chikara Ohto
- T-Frontier Division, Toyota Motor Corporation, Toyota, Japan
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Jha UC, Bohra A, Jha R. Breeding approaches and genomics technologies to increase crop yield under low-temperature stress. PLANT CELL REPORTS 2017; 36:1-35. [PMID: 27878342 DOI: 10.1007/s00299-016-2073-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Accepted: 11/04/2016] [Indexed: 05/11/2023]
Abstract
Improved knowledge about plant cold stress tolerance offered by modern omics technologies will greatly inform future crop improvement strategies that aim to breed cultivars yielding substantially high under low-temperature conditions. Alarmingly rising temperature extremities present a substantial impediment to the projected target of 70% more food production by 2050. Low-temperature (LT) stress severely constrains crop production worldwide, thereby demanding an urgent yet sustainable solution. Considerable research progress has been achieved on this front. Here, we review the crucial cellular and metabolic alterations in plants that follow LT stress along with the signal transduction and the regulatory network describing the plant cold tolerance. The significance of plant genetic resources to expand the genetic base of breeding programmes with regard to cold tolerance is highlighted. Also, the genetic architecture of cold tolerance trait as elucidated by conventional QTL mapping and genome-wide association mapping is described. Further, global expression profiling techniques including RNA-Seq along with diverse omics platforms are briefly discussed to better understand the underlying mechanism and prioritize the candidate gene (s) for downstream applications. These latest additions to breeders' toolbox hold immense potential to support plant breeding schemes that seek development of LT-tolerant cultivars. High-yielding cultivars endowed with greater cold tolerance are urgently required to sustain the crop yield under conditions severely challenged by low-temperature.
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Affiliation(s)
- Uday Chand Jha
- Indian Institute of Pulses Research, Kanpur, 208024, India.
| | - Abhishek Bohra
- Indian Institute of Pulses Research, Kanpur, 208024, India.
| | - Rintu Jha
- Indian Institute of Pulses Research, Kanpur, 208024, India
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Fujino K, Obara M, Shimizu T, Koyanagi KO, Ikegaya T. Genome-wide association mapping focusing on a rice population derived from rice breeding programs in a region. BREEDING SCIENCE 2015; 65:403-10. [PMID: 26719743 PMCID: PMC4671701 DOI: 10.1270/jsbbs.65.403] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 09/07/2015] [Indexed: 05/20/2023]
Abstract
Plant breeding programs in local regions may generate genetic variations that are desirable to local populations and shape adaptability during the establishment of local populations. To elucidate genetic bases for this process, we proposed a new approach for identifying the genetic bases for the traits improved during rice breeding programs; association mapping focusing on a local population. In the present study, we performed association mapping focusing on a local rice population, consisting of 63 varieties, in Hokkaido, the northernmost region of Japan and one of the northern limits of rice cultivation worldwide. Six and seventeen QTLs were identified for heading date and low temperature germinability, respectively. Of these, 13 were novel QTLs in this population and 10 corresponded to the QTLs previously reported based on QTL mapping. The identification of QTLs for traits in local populations including elite varieties may lead to a better understanding of the genetic bases of elite traits. This is of direct relevance for plant breeding programs in local regions.
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Affiliation(s)
- Kenji Fujino
- NARO Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
- Corresponding author (e-mail: )
| | - Mari Obara
- NARO Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
| | - Toshiaki Shimizu
- Laboratory of Genome Sciences, Graduate School of Information Science and Technology, Hokkaido University,
Sapporo, Hokkaido 060-0814,
Japan
| | - Kanako O. Koyanagi
- Laboratory of Genome Sciences, Graduate School of Information Science and Technology, Hokkaido University,
Sapporo, Hokkaido 060-0814,
Japan
| | - Tomohito Ikegaya
- NARO Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
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Shinada H, Yamamoto T, Sato H, Yamamoto E, Hori K, Yonemaru J, Sato T, Fujino K. Quantitative trait loci for rice blast resistance detected in a local rice breeding population by genome-wide association mapping. BREEDING SCIENCE 2015; 65:388-95. [PMID: 26719741 PMCID: PMC4671699 DOI: 10.1270/jsbbs.65.388] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 07/26/2015] [Indexed: 05/20/2023]
Abstract
Plant breeding programs aim to develop cultivars with high adaptability to the specific conditions in a local region. As a result, unique genes and gene combinations have been accumulated in local elite breeding populations during the long history of plant breeding. Genetic analyses on such genes and combinations may be useful for developing new cultivars with more-desirable agronomic traits. Here, we attempted to detect quantitative trait loci (QTL) for rice blast resistance (BR) using a local breeding rice population from Hokkaido, Japan. Using genotyping data on single nucleotide polymorphisms and simple sequence repeat markers distributed throughout the whole genomic region, we detected genetic regions associated with phenotypic variation in BR by a genome-wide association mapping study (GWAS). An additional association analysis using other breeding cultivars verified the effect and inheritance of the associated region. Furthermore, the existence of a gene for BR in the associated region was confirmed by QTL mapping. The results from these studies enabled us to estimate potential of the Hokkaido rice population as a gene pool for improving BR. The results of this study could be useful for developing novel cultivars with vigorous BR in rice breeding programs.
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Affiliation(s)
- Hiroshi Shinada
- Rice Breeding Group, Kamikawa Agricultural Experiment Station, Local Independent Administrative Agency Hokkaido Research Organization,
Minami 1-5, Pippu, Hokkaido 078-0397,
Japan
- Corresponding author (e-mail: )
| | - Toshio Yamamoto
- Rice Applied Genomics Research Unit, National Institute of Agrobiological Sciences,
Kannondai, Tsukuba, Ibaraki 305-8602,
Japan
| | - Hirokazu Sato
- Rice Breeding Group, Kamikawa Agricultural Experiment Station, Local Independent Administrative Agency Hokkaido Research Organization,
Minami 1-5, Pippu, Hokkaido 078-0397,
Japan
| | - Eiji Yamamoto
- Rice Applied Genomics Research Unit, National Institute of Agrobiological Sciences,
Kannondai, Tsukuba, Ibaraki 305-8602,
Japan
| | - Kiyosumi Hori
- Rice Applied Genomics Research Unit, National Institute of Agrobiological Sciences,
Kannondai, Tsukuba, Ibaraki 305-8602,
Japan
| | - Junichi Yonemaru
- Rice Applied Genomics Research Unit, National Institute of Agrobiological Sciences,
Kannondai, Tsukuba, Ibaraki 305-8602,
Japan
| | - Takashi Sato
- Rice Breeding Group, Kamikawa Agricultural Experiment Station, Local Independent Administrative Agency Hokkaido Research Organization,
Minami 1-5, Pippu, Hokkaido 078-0397,
Japan
| | - Kenji Fujino
- NARO Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
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Fujino K, Obara M, Ikegaya T, Tamura K. Genetic shift in local rice populations during rice breeding programs in the northern limit of rice cultivation in the world. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2015; 128:1739-1746. [PMID: 26021294 DOI: 10.1007/s00122-015-2543-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 05/18/2015] [Indexed: 06/04/2023]
Abstract
The rapid accumulation of pre-existing mutations may play major roles in the establishment and shaping of adaptability for local regions in current rice breeding programs. The cultivated rice, Oryza sativa L., which originated from tropical regions, is now grown worldwide due to the concerted efforts of breeding programs. However, the process of establishing local populations and their origins remain unclear. In the present study, we characterized DNA polymorphisms in the rice variety KITAAKE from Hokkaido, one of the northern limits of rice cultivation in the world. Indel polymorphisms were attributed to transposable element-like insertions, tandem duplications, and non-TE deletions as the original mutation events in the NIPPONBARE and KITAAKE genomes. The allele frequencies of the KITAAKE alleles markedly shifted to the current variety types among the local population from Hokkaido in the last two decades. The KITAAKE alleles widely distributed throughout wild rice and cultivated rice over the world. These have accumulated in the local population from Hokkaido via Japanese landraces as the ancestral population of Hokkaido. These results strongly suggested that combinations of pre-existing mutations played a role in the establishment of adaptability. This approach using the re-sequencing of local varieties in unique environmental conditions will be useful as a genetic resource in plant breeding programs in local regions.
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Affiliation(s)
- Kenji Fujino
- NARO Hokkaido Agricultural Research Center, National Agricultural Research Organization, Sapporo, Hokkaido, 062-8555, Japan,
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Shinada H, Iwata N, Sato T, Fujino K. QTL pyramiding for improving of cold tolerance at fertilization stage in rice. BREEDING SCIENCE 2014; 63:483-8. [PMID: 24757388 PMCID: PMC3949585 DOI: 10.1270/jsbbs.63.483] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2013] [Accepted: 12/19/2013] [Indexed: 05/20/2023]
Abstract
Vigorous cold tolerance at the fertilization stage (CTF) is a very important characteristic for stable rice production in cold temperature conditions. Because CTF is a quantitatively inherited trait, pyramiding quantitative trait loci (QTLs) using marker-assisted selection (MAS) is effective for improving CTF levels in rice breeding programs. We previously identified three QTLs controlling CTF, qCTF7, qCTF8 and qCTF12, using backcrossed inbred lines derived from a cross between rice cultivar Eikei88223 (vigorous CTF) and Suisei (very weak CTF). However, pyramiding of these QTLs for the application of MAS in practical rice breeding programs have not yet been elucidated. In this study, we examined the effect of pyramiding QTLs for improvement of CTF level using eight possible genotype classes from the 152 F3 population derived from a cross between Eikei88223 and Suisei. Increasing of CTF levels in combinations between qCTF7 and qCTF12 and between qCTF8 and qCTF12 were detected. Furthermore, we compared the haplotype pattern around the QTLs for CTF among the rice cultivars from Hokkaido. These results are useful for improvement of new cultivars with high CTF levels using MAS and identification of genetic resources with the novel QTL(s) for CTF.
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Affiliation(s)
- Hiroshi Shinada
- Rice Breeding Group, Kamikawa Agricultural Experiment Station, Local Independent Administrative Agency Hokkaido Research Organization,
Minami 1-5, Pippu, Hokkaido 078-0397,
Japan
- Present address: Beans Breeding Group, Tokachi Agricultural Experiment Station, Local Independent Administrative Agency Hokkaido Research Organization, Shinsei minami 9-2, Memuro, Hokkaido 082-0071, Japan
- Corresponding author (e-mail: )
| | - Natsuko Iwata
- Agricultural Research Institute, HOKUREN Federation of Agricultural Cooperatives,
Naganuma, Hokkaido 069-1317,
Japan
| | - Takashi Sato
- Rice Breeding Group, Kamikawa Agricultural Experiment Station, Local Independent Administrative Agency Hokkaido Research Organization,
Minami 1-5, Pippu, Hokkaido 078-0397,
Japan
| | - Kenji Fujino
- NARO Hokkaido Agricultural Research Center, National Agricultural Research Organization,
Sapporo, Hokkaido 062-8555,
Japan
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Fujino K, Obara M, Sato K. Diversification of the plant-specific hybrid glycine-rich protein (HyGRP) genes in cereals. FRONTIERS IN PLANT SCIENCE 2014; 5:489. [PMID: 25309566 PMCID: PMC4174136 DOI: 10.3389/fpls.2014.00489] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 09/03/2014] [Indexed: 05/20/2023]
Abstract
Plant-specific hybrid proline- or glycine-rich proteins (HyP/GRPs) are involved in diverse gene functions including plant development and responses to biotic and abiotic stresses. The quantitative trait locus, qLTG3-1, enhances seed germination in rice under low-temperature conditions and encodes a member with a glycine-rich motif of the HyP/GRP family. The function of this gene may be related to the weakening of tissue covering the embryo during seed germination. In the present study, the diversification of the HyP/GRP gene family was elucidated in rice based on phylogenetic relationships and gene expression levels. At least 21 members of the HyP/GRP family have been identified in the rice genome and clustered in five regions on four chromosomes by tandem and chromosomal duplications. Of these, OsHyPRP05 (qLTG3-1) and its paralogous gene, OsHyPRP21, had a glycine-rich motif. Furthermore, orthologous genes with a glycine-rich motif and the HyP/GRP gene family were detected in four genome-sequenced monocots: 12 in barley, 10 in Brachypodium, 20 in maize, and 28 in sorghum, using a BLAST search of qLTG3-1 as the query. All members of the HyP/GRP family in these five species were classified into seven main groups, which were clustered together in these species. These results suggested that the HyP/GRP gene family was formed in the ancestral genome before the divergence of these species. The collinearity of chromosomal regions around qLTG3-1 and its orthologous genes were conserved among rice, Brachypodium, sorghum, and maize, indicating that qLTG3-1 and orthologous genes conserve gene function during seed germination.
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Affiliation(s)
- Kenji Fujino
- *Correspondence: Kenji Fujino, NARO Hokkaido Agricultural Research Center, National Agricultural Research Organization, Hitsujigaoka 1, Sapporo 062-8555, Japan e-mail:
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