Skip to main content

Advertisement

Development of Tos17 insertion mutants from Korean cultivars ‘Ilmibyeo’ and ‘Baegjinju1ho’ (Oryza sativa L.)

Article metrics

  • 547 Accesses

Abstract

Rice is one of the most important crops globally and a model plant for genomic studies of monocots. With the release of complete genome sequences, the next challenge is to develop various resources based on functional analyses of genes. In this study, we generated mutants via the insertion of Tos17, a mobile endogenous retrotransposon active during tissue culture. Two rice cultivars, Oryza sativa L. japonica Ilmibyeo (IM) and Baegjinju1ho (BJJ1), which represent white and brown rice in the Korean domestic market, respectively, were selected for this study. We analyzed 7608 flanking sequences of newly transposed Tos17 insertions by the flanking adaptor-ligation polymerase chain reaction method and identified 1672 and 843 mutants (M2 generation) in IM and BJJ1, respectively. An analysis of these Tos17 insertions showed the preferential insertion of Tos17 into rice chromosome genic regions (approximately 70%). We found new insertional mutants in 830 genes among the 1533 genes representing 2515 IM and BJJ1 mutants that did not overlap with the 3280 genes affected in the ‘Nipponbare’ (NP) mutants from the National Institute of Agrobiological Sciences database. Of the 1000 lines of Tos17 insertion mutants, we observed semi-dwarf and various leaf-type mutants, including those with narrow, pale-green, and striped leaves at the vegetative stage. At the reproductive stage, 10 lines showed a 17–56% increase in 100-grain weight compared with the wild type. This study demonstrates the potential utility of Tos17 mutants via an efficient tissue culture method in various rice cultivars for improving agronomic traits, including seed weight.

Introduction

Rice is one of the world’s most important staple crops. Because rice has the smallest genome size (420 Mb) among major cereal crops, it is the most popular model plant for agronomic, genetic, and physiological studies. Therefore, rice is important for deciphering the molecular control of agronomical traits and improving seed production and quality.

Since the 1970s, rice production has more than doubled (130%) due to the green revolution in cultivation technology and breeding. Breeding programs are large in scale and tend to require several years; as a consequence, data collection can be time-consuming and tedious. Although breeding has played a crucial role in the past, future challenges, such as climate change, natural resource depletion, and increasing population, will create an even higher demand for improved rice varieties.

Recently, various genetic resources for the functional analysis of the rice genome have been rapidly established, including T-DNA and transposon-tagged rice mutant populations. Among the most important outcomes is that large numbers of genes have been functionally characterized, many of which are directly related to rice traits. Most of these advances have been achieved through T-DNA insertional mutagenesis [1, 2]. In total, 154,391 insertional flanking sequence tags (FSTs) have been identified in the rice genome using T-DNA [3, 4]. POSTECH RISD has produced approximately 100,000 T-DNA-transformed lines and 20,889 genes disrupted by T-DNA insertion [3, 5]. In addition, RMD (Rice Mutant Database) and CIRAD-INRA have applied the Agrobacterium-mediated T-DNA insertion method to generate 31,892 and 27,870 FSTs harboring 6641 and 3602 genes, respectively [2]. Although T-DNA insertion has been used in the functional analysis of rice genes, it has several limitations. One disadvantage of this method is the potential deletion or chromosomal rearrangement of surrounding genomic DNA [6]. Additionally, the use of T-DNA causes social concerns because of the potential adverse effects of GM foods on human health and environmental safety [7].

Transposon insertion is another major strategy to obtain a large number of insertional mutants. [8, 9]. Transposable elements are divided into two groups: DNA-type (class II elements) elements that catalyze excision and reinsertion, i.e., the cut-and-paste mode, and retrotransposons (class I elements) that function in copy-and-paste mode via an RNA intermediate. In the rice genome, 32 families of retrotransposons have been identified [10], and Tos17 is the most active among active elements. Tissue culture-induced activation of Tos17 has been a useful tool for insertional mutagenesis and the functional analysis of genes.

Only one to five copies of Tos17 are present in various cultivars of rice; moreover, it is inherited stably, with heavy DNA methylation occurring under normal growth conditions and transposition only occurring during prolonged tissue culture [11]. Nipponbare (NP) has two almost identical copies of Tos17 on chromosomes 7 (chr.07) and 10 (chr.10), and the only differences are a 90-bp insertion and 6 point mutations on chr.10 (Fig. 1a). Only Tos17 on chr.07 is transpositionally active, whereas the other copy is inactive [12]. Tos17 tends to insert into genic regions [13], although little is known about the occurrence and diversity of Tos17 within Korean rice cultivars.

Fig. 1
figure1

Comparison of Tos17 in various Korean domestic rice cultivars to Tos17 in Nipponbare, a structure of Tos17 on chromosomes 7 (chr.07) and 10 (chr.10). Long terminal repeats (LTRs) are symbolized by open arrows, and open reading frames (ORFs) are indicated by black bars. Six red dots and one box indicate the point mutations and 90-bp insertion in chr.10. b Amplified Tos17 from various Korean domestic rice cultivars

In addition to facilitating functional analyses of rice, the development of endogenous mutants can not only overcome social concerns but also contribute to the development of useful agronomic traits that suit the cultural and geological environments of selected cultivar lines. In a previous study, Miyao et al. [8] analyzed approximately 42,292 flanking sequences from 4316 mutant lines produced from 5-month tissue cultures of NP. Of these 42,292 flanking sequences, 3536 genes were aligned by BLASTX searches. A total of 53 types of abnormal phenotypes were observed from the seedling to harvest stages of these mutants [14]. However, this number of mutants is not sufficient to provide reasonable coverage of the total predicted 33,239 genes to develop rice varieties. Until now, the production of Tos17 mutants has been limited to the study of NP.

In this study, we generated Tos17 mutants using the Korean domestic rice cultivars O. sativa L. japonica Ilmibyeo (IM) and Baegjinju1ho (BJJ1) through a 1-month tissue culture. IM, which is representative of white rice in the Korean market, was developed from the three-way cross of Milyang `96//Milyang `95/Seomjinbyeo. BJJ1, which represents brown rice, was developed from a cross of Ilpum (MNU)-10-2-GH1-3 and ‘Seoanbyeo’. We analyzed 7608 flanking sequences of the newly transposed Tos17 mutants and produced 1672 and 843 mutants (M2 generation) from IM and BJJ1, respectively. In addition, we collected phenotypic data for the discovery of agronomically important varieties and genes, including mutants with a higher seed yield.

Materials and methods

Generation of Tos17 mutants

Peeled rice (IM and BJJ1) seeds were sterilized in 70% alcohol for 2 min, shaken in 50% Clorox for 15 min and washed with distilled H2O four times. Calli derived from embryos were grown in 2N6 media containing 4 g of Chu media (Duchefa Biochemie B.V.), 2 g of casamino acids, 0.5 g of proline, 0.5 g of glutamine, 30 g of sucrose, 2 mg of 2,4-D, and 2.5 g of Gelrite per liter, pH 5.8, at 28 °C for 1 month in the dark. Each round, hard, light-yellow callus with a diameter of 1–3 mm was chosen and transferred into fresh 2N6 medium. After growing at 28 °C for 4 days in the dark, the calli were transferred to fresh MSR media containing 4.4 g of MS salt (Duchefa Biochemie B.V.), 0.5 g of MSE, 5 mg of kinetin, 1 mg of NAA, 30 g of sucrose, and 4 g of Gelrite per liter, pH 5.8, and grown at 28 °C for 1 month under 12 h light/12 h dark conditions until greening. Then, the greening calli were grown into whole plants on MS0 media containing 4.4 g of MS salt (Duchefa Biochemie B.V.), 30 g of sucrose, 2.5 g of Gelrite per liter, pH 5.8, at 28 °C for 1 month under continuous light. In total, approximately 15,000 M0 plants were regenerated on MS0 media and sampled for genomic DNA extraction.

Amplification of flanking regions of Tos17 by adaptor-ligation PCR

Plant genomic DNA was extracted and purified from young leaves using NucleoSpin Plant II (Macherey–Nagel GmbH & Co. KG) according to the manufacturer’s protocol. Genomic DNA (500 ng) was digested with 2 U of restriction enzyme at 37 °C for 1 h and ligated with adaptors (50 pmol) by 5 U T4 DNA ligase (Takara, Japan) at 16 °C for 1 h in a 20-µl reaction volume. The first PCR was conducted with 5 µl of digested and ligated mixture, 0.5 pmol A1 (5′-GCGTAATACGACTCACTATAGCAATTAACC-3′) and T1 (5′-TGCTCTCCACTATGTGCCCTCCGAGCTA-3′) primers, and PCR premixture (Solgent, Korea) in a 20-µl reaction mixture with the following protocol: initial denaturation step at 95 °C for 5 min, 20 cycles at 94 °C for 30 s and at 72 °C for 1 min, and a final elongation step at 72 °C for 10 min. Then, the second PCR was conducted with 5 µl of the first PCR product using the A2 (5′-GACTCACTATAGCAATTAAC-3′) and T2 (5′-ACAAGTCGCTGATTTCTTCAC-3′) primers with the following conditions: an initial denaturation step at 94 °C for 5 min; 40 cycles of 94 °C for 30 s, 60 °C for 30 s, and 72 °C for one minute; and a final elongation step at 72 °C for 10 min. Amplified products were loaded on a 1% agarose gel, and the PCR products were purified using a HiYield Gel/PCR DNA Extraction Kit (RBC, Taiwan) and sequenced using an ABI3730XL system and the T2 primer.

Analysis of the FSTs of Tos17

The FSTs of Tos17 mutants were analyzed with the FSTVAL web tool [13]. We considered only alignments with an E-value of 1e−5 using the IRGSP-1.0 Rice Genome Annotation Database (http://rapdb.dna.affrc.go.jp/).

M2 generation in a paddy field

M1 seeds of the Tos17 mutants were obtained in the greenhouse from 2010 to 2015, and twelve lines of M1 seeds were planted in a paddy field located in Jeonju (35°N, 127°E), Korea, from 2016 to 2017. The M2 seeds were harvested and weighed.

Results and discussion

Determination of endogenous Tos17 position

To confirm the position of endogenous Tos17 on chr.07 and chr.10 in various Korean domestic rice cultivars, we used a Tos17-flanking primer in either chr.07 (PF07) or chr.10 (PF10) and a Tos17-common primer (PR1) and a Tos17-specific primer (PR10) in chr.10 based on the NP genome sequence (Fig. 1a). We isolated each genomic DNA from leaves of IM, BJJ1, Nakdong, Dongin 1 ho, Sindongjin, Samkwang, Chucheongbyeo and Hwayeongbyeo.

Subsequently, 712-bp and 912-bp fragments were isolated using the PF10 primer and either the PR10 or PR1 primer, respectively, from the genomic DNA of the Korean domestic rice cultivars examined. In addition, an 873-bp fragment of the genomic DNA was amplified with the PF07 and PR1 primers but not with the PF07 and PR10 primers (Fig. 1b). The results of this sequencing showed that many Korean cultivars, including IM and BJJ1, harbor at least 2 copies of Tos17 on chr.07 and chr.10.

Generation of Tos17 mutant lines

To produce Tos17 mutant lines from calli, we chose IM and BJJ1 as representatives of white and brown rice in the Korean market, respectively. Each callus was induced from seed for 1 month on 2N6 media and regenerated on MS0 media (Additional file 1: Fig. S1). To determine the fraction of these putative newly transposed Tos17 copies, we extracted genomic DNA from the leaves of the M0 generation. In addition, we amplified the Tos17 flanking region from genomic DNA digested with the restriction enzyme MspI using the 3′ primer of Tos17 (T1 and T2 primers) and an adaptor-specific primer (A1 and A2 primers) (Additional file 1: Fig. S1). All of the PCR products exhibited two common fragments at 513 and 588 bp, which were derived from chr.07 and chr.10, respectively (Additional file 1: Fig. S2). The PCR products amplified from newly inserted Tos17 sequences were isolated from the gels and sequenced with the T2 primer (Additional file 1: Fig. S2). In this study, Tos17 was newly transposed as a low-copy-number region in the genome of IM and BJJ1 (0 ~ 3 copies).

Furthermore, we isolated 7608 FSTs. When we sequenced the newly transposed FSTs, the long terminal repeat (LTR) region of Tos17 was found to be identical to that of chr.07. As shown in a previous report, we confirmed that Tos17 in chr.07 is active only in tissue culture [12].

By analyzing the flanking sequences of Tos17, we found that all 4.2-kb fragments of Tos17 with the LTR region at both ends were cleanly inserted into the rice genome. In contrast, T-DNA tagging, another method used for insertional mutagenesis, involves incomplete insertion. The border sequence of the T-DNA is often broken before insertion, and in some cases, the T-DNA backbone is inserted into the genome without cleavage [15].

Analysis of Tos17 flanking sequences

To analyze the 7608 FSTs, we used FSTVAL, which was previously developed as a web tool to manage bulk flanking sequence tags [13]. Among the analyzed FSTs, 6959 were aligned to the rice genome of IRGSP1.0, and 279 FSTs (4%) exclusively matched the repeat region (Table 1). The frequencies of Tos17 insertions in genic and intergenic regions were 70% and 26%, respectively (Table 1), which indicates that the insertion of Tos17 was more frequent in genic than in intergenic regions.

Table 1 Insertion frequencies of Tos17 in genic and intergenic regions

The distribution of the Tos17 insertions on the 12 rice chromosomes is shown in Additional file 1: Fig. S3 and Additional file 2: Table S1. Overall, three chromosomes (chr.01, chr.02, and chr.03) had high densities of Tos17 insertions, and chr.10 and chr.12 had relatively low densities of Tos17 insertions (Additional file 2: Table S1). Tos17 preferentially inserted into the distal ends of chromosomes rather than the centers, whereas Tos17 rarely inserted into centromeric regions (Additional file 1: Fig. S3).

To regenerate Tos17 mutants from the calli of IM and BJJ1, we independently harvested M1 seeds in a greenhouse and cultivated 1672 IM and 843 BJJ1 mutants (M2 generation) (Additional file 2: Table S2). The frequencies of Tos17 insertions in genic regions were 76% (1562 FSTs) and 74% (730 FSTs) in IM and BJJ1, respectively (Table 1). Among 1495 genes with FSTs in their genic regions, 1147 (76.7%) and 199 (13.3%) genes contained one site and two sites of Tos17 insertion, respectively (Additional file 2: Table S3).

Burr et al. [16] have reported that gene densities are generally highest at the distal ends of the chromosome arms and that fewer ESTs are found in centromeric regions. Rice has an average gene density of one gene per 9.9 kb, especially on chr.01, chr.02, and chr.03, which have high gene densities of one gene per 8.9, 9.1, and 8.7 kb, respectively [17]. These results support our observation that Tos17 predominantly inserted into genic regions (Table 1), which is one of the advantages of using Tos17 for insertional mutagenesis.

We found that 1533 genes were tagged by Tos17 insertion from 2515 mutants of the IM and BJJ1 cultivars. In a previous study, Miyao et al. [8] analyzed 3536 genes representing 42,292 NP mutants. A comparison of the differences among the mutant groups revealed that 830 genes among the Tos17 mutants (54%) were found only in the IM and BJJ1 mutants and not in the NP mutants.

Until now, a total of 65 Tos17 mutants from NP have been studied in 42 published papers, among which 29 domestic mutants with 13 mutated genes were obtained as IM and BJJ1 mutants. We produced 6 independent lines in which the Phosphate2 (PHO2, Os05g0557700) gene was knocked out. Among these lines, Y17MJ353 mutants showed the lesion mimic phenotype, which was similar to the phenotype of pho2 mutants reported by Lorieux et al. [18]. We also produced a BJJ002B07 mutant in which Tos17 is inserted into a SULTR-like phosphorus distribution transporter (SPDT, Os06g0143700). A previous study [19] reported that the concentration of phytate in brown rice was 25–32% lower in spdt mutants than in wild-type rice. In addition, by observing the phenotypes of the Tos17 mutants under biotic or abiotic stress conditions, such as pathogen, drought, cold, or salt stress, it will be possible to develop new rice lines with tolerance to various stresses.

Functional classification of Tos17 mutants via MapMan analysis

To functionally characterize genes with genic-region FSTs, we categorized 1533 genes from the IM and BJJ1 mutants with MapMan [20], excluding repeated genes. We also obtained 3280 genes from NP mutants and analyzed them with MapMan [3]. After mapping, 953 and 2269 genes were assigned to different MapMan terms (bin) in the IM/BJJ1 and the NP mutants, respectively (Additional file 2: Table S4). We subsequently compared the patterns of the categorized genes in the IM/BJJ1 and NP mutants (Additional file 1: Fig. S4B and C). Overall, 159 genes in the IM and BJJ1 mutants were mapped to the metabolism overview, with 16 bins (Additional file 1: Fig. S4B, Additional file 2: Table S4). As shown in Additional file 1: Fig. S4, the genes presented similar patterns in the overview of both metabolism and cell functions. In addition, we showed that Tos17 insertions were distributed throughout the genes of the rice genome without bias based on the assigned gene ontology (GO) terms by AgriGO analysis (Additional file 1: Fig. S5). To identify Tos17 mutants that could be useful for new variety development, it is important to examine whether Tos17 insertions were maintained over successive generations.

To confirm the accuracy and stability of the next generation of Tos17 insertion lines, 22 lines were selected from the various groups categorized by MapMan and then evaluated by tissue-direct PCR conducted on leaves from each line. We selected three genes each from the signaling and transport categories. Four genes from each of the stress, RNA, DNA and protein groups were also selected and examined (Additional file 1: Fig. S6). PCR fragments were amplified with gene-specific primers within a 1-kb region from the Tos17 insertion site and a Tos17 primer targeted to 239 bp from the 3′ end of Tos17. The PCR product size from IM (wild type) was approximately 1 kb, which was approximately 240 bp larger than that from the Tos17 insertion lines (+/+) (Additional file 1: Fig. S6). The insertion position of Tos17 confirmed by adaptor-ligation PCR in the M0 generation was identical to the genotyping PCR results from the M2 generation. We found that the Tos17 insertions were maintained through the M2 generations and did not appear in new positions without tissue culture (Additional file 1: Fig. S6).

Classification of phenotypes in 1000 lines of Tos17 insertion mutants at the vegetative stage

Plant heights are classified into two types: “semi-dwarf” and “long culm”. The “semi-dwarf” condition is characterized by plant heights that are 70 ~ 80% of the wild-type heights [14]. Y17MJ030 and Y17MJ818 showed phenotypes with heights of 75 and 50 cm, respectively (Fig. 2a). In the Y17MJ030 and Y17MJ818 lines, Tos17 was inserted into the introns of Os02g0131800 (Trivalent AI influx transporter) and Os06g0725100 (Lipase), respectively, as confirmed by the adaptor-ligation PCR method (Additional file 1: Fig. S7). In addition, Y17MJ223, which was 65 cm tall, also showed the semi-dwarf phenotype and had Tos17 inserted into Os02g0823000, peptidase A22B (Fig. 2a and Additional file 1: Fig. S7). The Y17MJ1016 line showed the long culm phenotype (Fig. 2b) and a Tos17 insertion that was not found in the IRGSP1.0 database but matched the Oryza sativa IM scaffold 750_cov161 (unpublished).

Fig. 2
figure2

Representative phenotypes of Tos17 insertional mutants, a semi-dwarf, b long culms, c narrow leaves, d pale green leaves, e striped leaves, f lesion mimic, g weak growth, h low tillering, i high tillering, j dense panicles, k early heading, l long awns

We observed a narrow leaf shape (Y17MJ166), in which Tos17 was inserted 14.326 kb upstream from Os04g0441600 (Fig. 2c), which encodes a protein similar to Androgen-induced 1; a pale green leaf (Y17MJ391), in which Tos17 was inserted in an exon of Os02g0828100 (Fig. 2d), which encodes a BRO1 domain containing protein; a striped leaf (Y17MJ660), in which Tos17 was inserted 12-bp downstream of Os06g0111300, which encodes a hypothetical conserved gene (Fig. 2e and Additional file 1: Fig. S7); and a lesion mimic phenotype (Y17MJ070), in which Tos17 was inserted 3.525 kb upstream of Os11g0187150 (hypothetical protein) (Fig. 2f and Additional file 1: Fig. S7).

A weak growth phenotype with slim seedlings presenting retarded growth (Y17MJ917), in which Tos17 was inserted into an exon of Os06g0705350 (pentatricopeptide repeat-containing protein) (Fig. 2g). We also observed low (Y17MJ911) and high (Y17MJ677) tillering mutants that contained new Tos17 insertions in an exon of Os11g0617700 (DUF594 domain-containing protein) and 264 bp downstream of Os06g0115300 (Acyl-CoA-binding protein), respectively (Fig. 2h and i).

Classification of phenotypes at the reproductive stage

Dense panicles (Y17MJ040) were observed in mutants in which Tos17 was inserted into an intron of Os02g0673500, which encodes a bHLH domain protein (Fig. 2j). Early heading phenotype and flowering occurred approximately 20 days earlier than the wild type (Y17MJ377) (Fig. 2k). In the long seed awn phenotype (Y17MJ192) (Fig. 2l), Tos17 was inserted into an exon of Os05g0380300, which encodes an NBS-LRR protein (Additional file 1: Fig. S7).

Among the Tos17 mutants, 1000 mutants from IM were grown and harvested, and the 100-grain weight from each of these mutants was measured for 5 events in each line (Additional file 1: Fig. S8A). The average 100-grain weight across the 1000 mutants was 2.46 g, which was similar to the average 100-grain weight of the IM wild type. Among the mutants, 10 lines were selected, and these samples showed a weight increase of 17–56% (2.9–3.9 g) compared with that of the IM wild type (Table 2, Additional file 1: Fig. S8B). In the Y17MJ368-1, Y17MJ380-1, and Y17MJ192-1 mutant lines, Tos17 was inserted into the exons of Os01g0110100 (phosphate transporter), Os02g0796600 (esterase/lipase/thioesterase domain containing protein), and Os05g0380300 (similar to NBS-LRR protein) (Fig. 3). Y17MJ940-4, Y17MJ600-2, Y17MJ760-1, and Y17MJ459-4 contained the newly transposed Tos17 in the introns of Os02g0118800 (similar to NBS-LRR disease resistance protein), Os03g0101100 (similar to palmitoyl-protein thioesterase-like), Os01g0178700 (similar to protein binding protein), and Os06g0702700, encoding butirosin biosynthesis (Fig. 3), respectively. In addition, the Tos17 insertions of Y17MJ644-1 and Y17MJ112-4 were positioned 5′ upstream of Os05g0137200 (similar to MDR-like ABC transporter) and Os02g0730000 (similar to mitochondrial aldehyde dehydrogenase), respectively. The Y17MJ550-1 line included two Tos17 insertions in the exons of the Os04g0632400 and Os02g0131850 genes, both encoding hypothetical proteins (Fig. 3). In the ten Tos17 mutants, the 100-grain weight and area of dehulled grain were greater than those in IM (Table 2). However, the area density of the mutants was similar to that of IM, with values of 97–106% (Table 2). Additionally, the Y17MJ192-1 mutant showed a high area density (117% of the IM area density). The area density is the degree of compactness of the deposition of nutrients, which determines the grain weight and the area of grain space [21]. A high area density may not always be related to the yield, rate of seedling growth, or earliness of plant development; however, this parameter is useful for producing new rice varieties.

Table 2 Ten Tos17 mutant lines showing an increase in weight of 16% (2.9 g) compared to that of Ilmibyeo (wild type)
Fig. 3
figure3

Insertion positions of Tos17 and grain phenotypes of Tos17 insertional mutants, Open and filled boxes indicate non-coding and coding regions, respectively. The insertion sites are shown by red triangles. Scale bar indicates 5 mm

After analyzing 7608 flanking sequences, 1672 and 843 mutants were produced from IM and BJJ1, respectively (M2 generation). As an example, we identified Tos17 insertion mutants with high seed yields from phenotypic data. The production of a large number of Tos17 insertion mutants with insertion site information is a powerful method that can be performed in a short period of time compared to breeding programs using random mutations, such as chemical and radiation mutagenesis. Until now, the Tos17 insertion mutants of rice have been developed using NP as resources for the functional analysis of genes. In this study, we demonstrated the potential use of these mutants not only for functional analysis of genes related to agricultural trails but also for developing new rice varieties using commercial cultivars of brown and white rice in Korea. Furthermore, considering the natural mutation in Tos17 insertion, mutants with elite traits can be directly used in breeding. Such mutants can be used as a parental resource for breeding to produce secondary varieties with improved traits.

References

  1. 1.

    Jeong DH, An S, Park S, Kang HG, Park GG, Kim SR, Sim J, Kim YO, Kim MK, Kim SR, Kim J, Shin M, Jung M, An G (2006) Generation of a flanking sequence-tag database for activation-tagging lines in Japonica rice. Plant J 45:123–132

  2. 2.

    Zhang J, Li C, Wu C, Xiong L, Chen G, Zhang Q, Wang S (2006) RMD: a rice mutant database for functional analysis of the rice genome. Nucleic Acids Res 34:D745–D748

  3. 3.

    Chandran AKN, Lee GS, Yoo YH, Yoon UH, Ahn BO, Yun DW, Kim JH, Choi HK, An G, Kim TH, Jung KH (2016) Functional classification of rice flanking sequence tagged genes using MapMan terms and global understanding on metabolic and regulatory pathways affected by dxr mutant having defects in light response. Rice 9:17

  4. 4.

    Wang N, Long T, Yao W, Xiong L, Zhang Q, Wu C (2013) Mutant resources for the functional analysis of the rice genome. Mol Plant 6:596–604

  5. 5.

    Jeon JS, Lee S, Jung KH, Jun SH, Jeong DH, Lee J, Kim C, Jang S, Yang K, Nam J, An K, Han MJ, Sung RJ, Choi HS, Yu JH, Choi JH, Cho SY, Cha SS, Kim SI, An G (2000) T-DNA insertional mutagenesis for functional genomics in rice. Plant J 22:561–570

  6. 6.

    Nacry P, Camilleri C, Courtial B, Caboche M, Bouchez D (1998) Major chromosomal rearrangements induced by T-DNA transformation in Arabidopsis. Genetics 149:641–650

  7. 7.

    Bawa AS, Anilakumar KR (2013) Genetically modified foods: safety, risks and public concerns-a review. J Food Sci Technol 50:1035–1046

  8. 8.

    Miyao A, Tanaka K, Murata K, Sawaki H, Takeda S, Abe K, Shinozuka Y, Onosato K, Hirochika H (2003) Target site specificity of the Tos17 retrotransposon shows a preference for insertion within genes and against insertion in retrotransposon-rich regions of the genome. Plant Cell 15:1771–1780

  9. 9.

    Piffanelli P, Droc G, Mieulet D, Lanau N, Bes M, Bourgeois E, Rouviere C, Gavory F, Cruaud C, Ghesquiere A, Guiderdoni E (2007) Large-scale characterization of Tos17 insertion sites in a rice T-DNA mutant library. Plant Mol Biol 65:587–601

  10. 10.

    Hirochika H (1997) Retrotransposons of rice: their regulation and use for genome analysis. Plant Mol Biol 35:231–240

  11. 11.

    Ding Y, Wang X, Su L, Zhai J, Cao S, Zhang D, Liu C, Bi Y, Qian Q, Cheng Z, Chu C, Cao X (2007) SDG714, a histone H3K9 methyltransferase, is involved in Tos17 DNA methylation and transposition in rice. Plant Cell 19:9–22

  12. 12.

    Hirochika H (2001) Contribution of the Tos17 retrotransposon to rice functional genomics. Curr Opin Plant Biol 4:118–122

  13. 13.

    Kim JS, Kim J, Lee TH, Jun KM, Kim TH, Kim YH, Park HM, Jeon JS, An G, Yoon UH, Nahm BH, Kim YK (2012) FSTVAL: a new web tool to validate bulk flanking sequence tags. Plant Methods 8:19

  14. 14.

    Miyao A, Iwasaki Y, Kitano H, Itoh J, Maekawa M, Murata K, Yatou O, Nagato Y, Hirochika H (2007) A large-scale collection of phenotypic data describing an insertional mutant population to facilitate functional analysis of rice genes. Plant Mol Biol 63:625–635

  15. 15.

    Brunaud V, Balzergue S, Dubreucq B, Aubourg S, Samson F, Chauvin S, Bechtold N, Cruaud C, DeRose R, Pelletier G, Lepiniec L, Caboche M, Lecharny A (2002) T-DNA integration into the Arabidopsis genome depends on sequences of pre-insertion sites. EMBO Rep 3:1152–1157

  16. 16.

    Burr B (2002) Mapping and sequencing the rice genome. Plant Cell 14:521–523

  17. 17.

    Sasaki T (2005) The map-based sequence of the rice genome. Nature 436:793–800

  18. 18.

    Lorieux M, Blein M, Lozano J, Bouniol M, Droc G, Dievart A, Perin C, Mieulet D, Lanau N, Bes M, Rouviere C, Gay C, Piffanelli P, Larmande P, Michel C, Barnola I, Biderre-Petit C, Sallaud C, Perez P, Bourgis F, Ghesquiere A, Gantet P, Tohme J, Morel JB, Guiderdoni E (2012) In-depth molecular and phenotypic characterization in a rice insertion line library facilitates gene identification through reverse and forward genetics approaches. Plant Biotechnol J 10:555–568

  19. 19.

    Yamaji N, Takemoto Y, Miyaji T, Mitani-Ueno N, Yoshida KT, Ma JF (2017) Reducing phosphorus accumulation in rice grains with an impaired transporter in the node. Nature 541:92–95

  20. 20.

    Thimm O, Blasing O, Gibon Y, Nagel A, Meyer S, Kruger P, Selbig J, Muller LA, Rhee SY, Stitt M (2004) MAPMAN: a user-driven tool to display genomics data sets onto diagrams of metabolic pathways and other biological processes. Plant J 37:914–939

  21. 21.

    Arain A, Vergara B, Visperas R (1990) Seed density in relation to seedling quality and crop establishment in Oryza sativa L. Philipp J Crop Sci 15:137–145

Download references

Acknowledgements

This research was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (JSK, Grant no. NRF-2018R1D1A1B07049288 and NRF-2017R1A6A3A01076563; YKK, Grant no. NRF-2018R1D1A1B07049348) and the Next-Generation BioGreen 21 Program (BHN, Grant No. PJ01105703), RDA, the Republic of Korea.

Author information

KMJ and JSK generated the data and wrote the paper. SC and YMP performed the flanking DNA sequencing analysis. GSL and JHC observed the field phenotypes of the rice lines. BHN and YKK inspired the overall work and revised the final manuscript. All authors read and approved the final manuscript.

Correspondence to Yeon-Ki Kim or Baek Hie Nahm.

Ethics declarations

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Additional files

13765_2019_439_MOESM1_ESM.pptx

Additional file 1: Additional figures. Fig. S1. Scheme for high-throughput Tos17 insertion mutagenesis by tissue culture in rice. Fig. S2. Results of the amplification of flanking regions of Tos17 by adaptor-ligation PCR in regenerated plants. Fig. S3. Distribution maps of the Tos17 insertions in the rice genome. Fig. S4. MapMan classification. Fig. S5. Categorization of 1533 genes from Tos17 mutants through AgriGO analysis. Fig. S6. Identification of Tos17 insertion mutants. Genomic DNA was isolated from the leaves of Tos17 insertion lines for PCR analysis. Fig. S7. Insertion position of Tos17 according to phenotypes. Fig. S8. Comparison of 100-grain weight in IM and Tos17 mutants.

13765_2019_439_MOESM2_ESM.docx

Additional file 2: Additional tables. Table S1. Number of Tos17 mutants generated. Table S2. Tos17 mutants with different numbers of insertion sites in a single gene. Table S3. MapMan classification of genes with FSTs in genic regions of the IM and BJJ1 mutants and NP mutants.

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Keywords

  • Baegjinju1ho
  • Ilmibyeo
  • Phenotype
  • Retrotransposon
  • Tos17 mutant