- Research article
- Open Access
Diversity and selective sweep in the OsAMT1;1genomic region of rice
© Ding et al; licensee BioMed Central Ltd. 2011
- Received: 28 September 2010
- Accepted: 8 March 2011
- Published: 8 March 2011
Ammonium is one of the major forms in which nitrogen is available for plant growth. OsAMT1;1 is a high-affinity ammonium transporter in rice (Oryza sativa L.), responsible for ammonium uptake at low nitrogen concentration. The expression pattern of the gene has been reported. However, variations in its nucleotides and the evolutionary pathway of its descent from wild progenitors are yet to be elucidated. In this study, nucleotide diversity of the gene OsAMT1;1 and the diversity pattern of seven gene fragments spanning a genomic region approximately 150 kb long surrounding the gene were surveyed by sequencing a panel of 216 rice accessions including both cultivated rice and wild relatives.
Nucleotide polymorphism (Pi) of OsAMT1;1 was as low as 0.00004 in cultivated rice (Oryza sativa), only 2.3% of that in the common wild rice (O. rufipogon). A single dominant haplotype was fixed at the locus in O. sativa. The test values for neutrality were significantly negative in the entire region stretching 5' upstream and 3' downstream of the gene in all accessions. The value of linkage disequilibrium remained high across a 100 kb genomic region around OsAMT1;1 in O. sativa, but fell rapidly in O. rufipogon on either side of the promoter of OsAMT1;1, demonstrating a strong natural selection within or nearby the ammonium transporter.
The severe reduction in nucleotide variation at OsAMT1;1 in rice was caused by a selective sweep around OsAMT1;1, which may reflect the nitrogen uptake system under strong selection by the paddy soil during the domestication of rice. Purifying selection also occurred before the wild rice diverged into its two subspecies, namely indica and japonica. These findings would provide useful insights into the processes of evolution and domestication of nitrogen uptake genes in rice.
- Nucleotide Diversity
- Single Nucleotide Polymorphism
- Wild Rice
- Artificial Selection
- Selective Sweep
Rice, one of the world's most important crops, is the staple food of over half of the world's population. Cultivated rice occurs in two forms, Oryza sativa and Oryza glaberrima. Oryza sativa, referred to as the Asian rice, is cultivated worldwide but distributed mainly in Asia and has two subspecies, indica and japonica, estimated to have diverged at least about 10,000 years ago [1, 2]. The two subspecies are further divided into major subpopulations: indica into aus and indica, japonica into temperate japonica, tropical japonica, and the aromatic group . It has been proposed that these subpopulations were independently domesticated from divergent pools of O. rufipogon [3, 4].
During the process of domestication, genetic diversity in rice has reduced dramatically as a result of natural and artificial selection [5–7]. With the rapid development of molecular genomics, the path of domestication has been traced in detail through characterization of several domestication genes associated with artificial selection. For example, a major gene for grain shattering in rice, shattering 4 (sh4), has been characterized: nucleotide diversity of a ~50 kb region surrounding sh4, is nearly one-tenth of the average value across the entire chromosome 4 [8, 9]. The non-shattering sh4 allele was fixed in all the O. sativa varieties surveyed. A selective sweep nearby the sh4 genomic region was probably due to strong artificial selection of the non-shattering allele, which confers a trait important to efficient grain harvest . Similar findings have been reported in two other selection-related genes in rice, namely Red pericarp (Rc), which is responsible for pericarp colour, and waxy (wx), for glutinous grains. The two were under strong artificial selection given the human preference for white rice and low-amylose grains. As a result, the level of polymorphism in and around these two genes is markedly reduced [11, 12]. Nucleotide diversity in the gene teosinte branched 1 (tb1), which is involved in plant architecture, is much lower in maize than in teosinte, the wild relative of maize. Wang et al.  showed that maize has retained only 3% of the diversity found in teosinte in the 5' non-transcribed region of tb1, again as a result of human selection. This selection effect led to a selective sweep of a 60-90 kb long region across the 5' promoter to the tb1-transcribed sequence [14, 15]. Similarly, nucleotide variation in the gene phytoene synthase (Y1), which makes maize kernels yellow, was only 5.3% of that in the gene that makes them white, owing to the human preference for yellow grains, which have higher nutritional value . Because of the effect of selection hitchhiking, nucleotide diversity was lower around the region of Y1 from ~600 kb downstream to ~200 kb upstream . These results provide significant insights into the selective sweeps brought about by artificial selection during the process of crop domestication.
Ammonium is one of the major forms in which nitrogen is available for plant growth and reproduction. Ammonium absorption from soil is mediated by ammonium transporters (AMT) through both high-affinity and low-affinity transport systems. The high-affinity transport system plays a major role when ammonium in soil is at micromolar ammonium concentrations, and the low-affinity transport system mainly at millimolar or higher concentrations [18, 19]. Phylogenetic analysis shows that the two systems are represented by AMT subfamilies AMT1 and AMT2 respectively [20, 21]. Kaiser et al.  reported that ammonium uptake decreased by about 30% in a T-DNA insertion line of AtAMT1;1 compared to the wild-type, which encodes a high-affinity ammonium transporter in Arabidopsis thaliana. Other studies have also confirmed that the role of AMT1 in other species [23–26].
Rice carries at least twelve AMT genes , three of which, OsAMT1;1 to OsAMT1;3, have been identified as members of AMT1, each showing a distinct expression pattern: OsAMT1;1 shows constitutive expression in both shoots and roots; OsAMT1;2 shows root-specific and ammonium-inducible expression; and OsAMT1;3 shows root-specific and nitrogen-suppressible expression [27, 28]. OsAMT1;1 has only one open reading frame encoding 499 amino acid residues. Its transcript was abundant in roots of plants that were grown under low levels of NH4+ but decreased rapidly when the plants were transferred to a medium with high NH4+ concentration . Moreover, OsAMT1;1 expression was promoted by low ammonium in rice roots  and regulated by endogenous glutamine rather than by endogenous ammonium . However, nucleotide variations in OsAMT1;1 and in other key genes in the nitrogen uptake and assimilation pathway are yet to be elucidated, and their evolutionary path from wild rice to cultivated rice remains unclear.
Improving the uptake and assimilation efficiency of nitrogen has been a major breeding target in rice, and success depends largely on discovering allelic variations of nitrogen metabolism genes in rice germplasm and understanding their adaptive significance. The objectives of the present study were 1) to investigate allelic variations of OsAMT1;1, 2) to analyse its pattern of polymorphism and its evolution, and 3) to define the extent of selective sweep around the OsAMT1;1 region in cultivated rice.
The nucleotide variation of the OsAMT1;1 gene was assessed in a panel of 216 Oryza accessions comprising 190 accessions of O. sativa (102 indica, 85 japonica, 2 aromatic, and 1 aus varieties), and 25 of wild rice (19 O. rufipogon, 5 O. nivara, and 1 O. barthii), and 1 of the African cultivated rice O. glaberrima (Additional file 1, Table S1). Most of the O. sativa accessions - 103 of them were of landraces (http://icgr.caas.net.cn/, Additional file 1, Table S1) - came from a collection of Chinese rice varieties estimated to represent about 70% of the total diversity in Chinese rice germplasm . The other accessions of O. sativa, including 8 landraces, were selected from the OryzaSNP project http://www.oryzasnp.org/. The 25 wild relatives with different original sources were obtained from the International Rice Research Institute (IRRI).
Nucleotide diversity across the genomic region around OsAMT1;1 was also surveyed by sequencing seven gene segments from 94 accessions of O. sativa and 19 accessions of O. rufipogon (Additional file 1, Table S1).
PCR and DNA sequencing
Nucleotide diversity in the gene OsAMT1;1 and the surrounding genomic region was assessed by PCR amplification and sequencing. Plant DNA was extracted from young leaves of each accession using cetyltrimethylammonium bromide (CTAB) method described by Rogers and Bendich . All primers for the PCR were designed by Primer Premier 5.0 based on the Nipponbare genomic sequence available at the TIGR website http://rice.plantbiology.msu.edu/cgi-bin/gbrowse/rice/. For OsAMT1;1, four pairs of primers were used for PCR amplification to cover the entire coding sequence, ~1080 bp of the 5' promoter and ~110 bp of the 3' untranslated region. For each locus around OsAMT1;1, one pair of primer was designed to amplify fragments of the genomic DNA approximately 860-1060 bp long (Additional file 2, Table S2). To ensure that only the targeted genomic region is amplified, all PCR primers were confirmed by BLAST against the Nipponbare genomic sequence in the NCBI database http://blast.ncbi.nlm.nih.gov/Blast.cgi.
The PCR experiments were performed on 20 μL amplification reaction consisting of 0.75 unit of Taq polymerase (Takara, Dalian, China), 10 mM Tris-HCl, 50 mM KCl, 1.5 mM MgCl2, 0.2 mM dNTPs, 0.15 μM of each primer, and 50 ng of genomic DNA. PCR reactions were carried out in GeneAmp PCR System 9700 (Applied Biosystems, USA) under the following conditions: 5 min at 94°C, followed by 35 cycles of 1 min at 94°C, 1 min at a primer-specific temperature (Additional file 2, Table S2), and 1 min at 72°C and, for a final extension, 5 min at 72°C.
PCR products were directly sequenced with the BigDye Terminator Cycle Sequencing v3.1 (Applied Biosystems) after digestion and purification according to the manufacturer's specifications. Briefly, the PCR products were digested with Exonuclease I (Biolabs Inc.) and Shrimp Alkaline Phosphatase (Takara), and purified with 95% ethanol and 3 M sodium acetate (pH 5.2). Sequencing reactions were run on an automated capillary sequencer ABI 3730, and sequence contigs were assembled and edited using Sequencher 4.1.2 (Gene Codes Corporation, USA). To ensure reliability of the sequencing data, PCR amplicons were sequenced in both orientations, and any remaining ambiguities in the sequences resolved by repeated PCR amplification and re-sequencing. Almost all fragments were homozygous except two fragments from the two O. rufipogon accessions (DWR35 and DWR38) with heterozygous sites. PCR products of these two fragments were cloned into pGEM-T easy vectors (Promega, USA) and five independent clones were sequenced for each fragment. If two different alleles were found, the predominant allele of the five clones was arbitrarily chosen for further analysis .
Sequences alignment was conducted with ClustalX 1.83 ftp://ftp-igbmc.u-strasbg.fr/pub/ClustalX/. The number of segregating sites and levels of nucleotide diversity Pi (π), the average number of nucleotide differences per site between two sequences , and θ, an estimate of 4Neμ, where Ne is the effective population size and μ is the mutation rate per nucleotide , were computed in DnaSP (version 5.10.00). Tajima's D test and Fu and Li's D* test were also performed in DnaSP for testing selections deviating from neutrality . Haplotype analysis was conducted using TASSEL (version 2.0.1) . To visualize the impact of sweep selection across the OsAMT1;1 genomic region, extended haplotype homozygosity (EHH) analysis was performed to measure the degree of linkage disequilibrium (LD), as sweep selection is expected to elevate the LD nearby the selected site. EHH was reported on a scale from 0 to 1, with 0 indicating that all extended haplotypes are different and 1 indicating that they are the same .
To investigate selection pressure on OsAMT1;1, Ka/Ks ratios (non-synonymous substitution rate / synonymous substitution rate) between OsAMT1;1 in rice and its homologs in the relative species were calculated using the method described by Goldman and Yang . A Ka/Ks ratio significantly greater than one implies positive selection, less than one implies purifying selection, and a ratio of one may indicate neutrality .
Sequence diversity at OsAMT1;1
Nucleotide diversity and neutral test at OsAMT1;1
Test set a
Entire sequenced region (2688 bp)
Coding region (1494 bp)
Non-coding region (1194 bp)
All (n = 216)
O. rufipogon (n = 19)
O. sativa (n = 190)
Indica (n = 102)
Japonica (n = 85)
Such extreme reduction in diversity of OsAMT1;1 was observed in both landraces of O. sativa and its elite varieties (Additional file 5, Figure S1). On the other hand, in the case of two other nitrogen-related genes (Loc_Os02 g50240 and Loc_Os01 g48960), the reduction in diversity in landraces and elite varieties was more modest; in fact in the case of Loc_Os01 g48960, the extent of diversity in landraces was nearly the same as that in elite lines of O. sativa (Additional file 5, Figure S1).
Notably, nine SNPs in the coding region of OsAMT1;1 that occurred in the wild relatives were all synonymous (Figure 1), suggesting that OsAMT1;1 is under purifying selection in the wild. To further validate this suggestion, Ka/Ks ratios were also calculated between OsAMT1;1 and its homologs in O. barthii (DWR50), Sorghum bicolor (Sb06 g022230), and Zea mays (GRMZM2G175140) from the TIGR website. The ratios ranged from 0.0010 to 0.0344, significantly less than 1.0 (Additional file 3, Table S3), suggesting strong purifying selection of OsAMT1;1.
Haplotype variations across OsAMT1;1
A total of 24 haplotypes were identified in the entire region of gene OsAMT1;1 in the 216 accessions. Phylogenetic analysis showed that these distinct haplotypes fell into three groups (A, B and C). In group A, four haplotypes, H1 to H4, were detected in O. sativa. Most (182/190) accessions of the Asian cultivated rice (both indica and japonica) belonged to haplotype H1. Each of the haplotypes H2 to H5 in group A differed from H1 in only a single nucleotide site, whereas haplotype H6 differed from H1 in several sites (Figure 1). The 19 accessions of O. rufipogon fell into as many as 17 distinct haplotypes, indicating a high level of genetic variation in O. rufipogon (Figure 1). In group B, O. glaberrima and O. barthii had the same haplotype, H18, indicating their close genetic relationship. Five O. nivara and four O. rufipogon belonged to group C. As can be seen in Figure 1, almost all accessions of O. sativa are of haplotype H1, which incorporates the alleles at positions -562, -187, -175 and -22 in the 5' promoter region, whereas practically every accession of the wild rice is of a different haplotype. Incidentally, the one exception from O. sativa was of haplotype H9.
Selective sweep surrounding OsAMT1;1
Nucleotide diversity at OsAMT1;1 and at seven loci around it in O. sativa and O. rufipogon
O. sativa(n = 94)c
O. rufipogon(n = 19)
The ratio of Pi d
Glutaredoxin subgroup I
C3HC4 type zinc finger family
Lipase class 3 family
Similar patterns were drawn from Hd, a measure of haplotype diversity, the value of which for O. sativa was markedly lower for the five loci along the stretch from -74.1 kb to 27.5 kb than that for either of the loci at -101.9 kb or 49.5 kb. However, Hd for O. rufipogon was much higher across all six loci including the gene OsAMT1;1 (Table 2). The values of Fu and Li's D* tests were significantly negative for the five loci (-74.1 kb to 27.5 kb) in O. sativa, which is a signature of selection in OsAMT1;1 genomic region from O. rufipogon to O. sativa (Table 2).
Diversity and selection of OsAMT1;1
Artificial selection is believed to have played an important role in the severe reduction of genetic diversity in cultivated rice during its domestication from its wild ancestors. OsATM1;1 plays a key role in ammonium uptake and assimilation in rice but whether OsATM1;1 and other nitrogen-uptake genes were subjected to selection pressure during the domestication process is an open question. In the present study, we sequenced the entire gene OsAMT1;1 in a panel of 216 rice accessions, drawn mostly from Chinese cultivated rice (O. sativa), and observed the predominance of one major haplotype (H1) and extreme reduction in genetic diversity of OsAMT1;1 in cultivated rice compared to that in its wild progenitor O. rufipogon. The level of nucleotide polymorphism (π = 0.00006) in OsAMT1;1 in O. sativa was also markedly lower than that in 111 randomly chosen gene fragments (π = 0.0023)  and in 10 reference genes from O. sativa (π = 0.0037) . This severe reduction of genetic diversity in cultivated rice and Ka/Ks ratios far below 1.0 (Additional file 3, Table S3) are probably characteristic of very strong selection pressure acting on OsATM1;1.
The severe reduction of genetic diversity and predominance of a single common haplotype in both subspecies may be a consequence of strong selection for the promoter region that potentially affects transcription of OsAMT1;1. This strong selection for the non-coding regions of OsATM1;1 in O. sativa is supported by the significantly negative values of Tajima's D and Fu and Li's D* tests (Table 1). We found that O. sativa specifically carried three polymorphic sites differing from the most wild rice accessions at positions of -22, -175, and -187 that were adjacent to several core domains such as TATA box in the promoter, which is a cis-regulatory DNA region that facilitates transcription of a particular gene for functional adaptation. We observed different expression levels of OsAMT1;1 in several near-isogenic lines that carried the alleles of OsAMT1;1 from O. rufipogon and O. sativa in the similar genetic background (Additional file 6, Figure S2). The expression of the O. rufipogon alleles in shoot of the near-isogenic line was significantly higher than that of ZS97. However, further investigation is necessary to explain the advantages conferred by the selected allelic variations in OsAMT1;1 during domestication. Several studies have shown that sequence variations in the promoter region result in differential regulation of transcription. For example, Crawford et al.  revealed that the lactate dehydrogenase-B (Ldh-B) proximal promoter sequence affected transcriptional processes and constituted a phenotypic change that was subject to natural selection by temperature differences. Konishi et al.  demonstrated that a single-nucleotide polymorphism in the 5' regulatory region of the QTL for seed shattering in chromosome 1 (qSH1) causes loss of seed shattering and was therefore the target of artificial selection during rice domestication. Similarity, the promoter and proximal intergenic region of tb1 was the target of selection, and a selective sweep ~90 kb in length across this 5' region occurred during maize domestication [14, 15].
Furthermore, the LD value was high along a ~100 kb region in O. sativa, but fell sharply in O. rufipogon. Fu and Li's D* tests were significant for five loci located in a region from -74.1 kb to 27.5 kb. These observations indicate a selective sweep within and nearby OsAMT1;1 (Figure 4 and Table 2). Many agronomically important genes such as sh4 and waxy were under strong artificial selection leading to a selective sweep around the site of those genes. We infer a similar selective sweep around OsAMT1;1 caused largely by natural selection for an ammonium transporter.
Reasons for OsAMT1;1selection
The common wild rice O. rufipogon is found in ditches, pools, and other sites with shallow, standing, or slow-running water. In these natural habitats, the level of nitrogen is extremely low . Nitrogen, either as ammonia or as nitrite, is present only in traces both in water and in the sediment around such habitats. Therefore, a nitrogen uptake system that can manage to obtain nitrogen from such infertile soil was most likely a target of selection during the transition from the wild progenitor to cultivated rice. In addition, until the arrival of nitrogenous fertilizers, the major sources of nitrogen were animal excreta and plant and animal residues, the ultimately usable forms being ammonia, acid amides, and urea. As a result, ammonium was the main form of nitrogen in anaerobic rice paddy environments  - these habitats remained unchanged for thousands of years until the 20th century, which saw large-scale application of chemical fertilizers. Even for current rice cultivation in paddy fields, ammonium remains the major form of inorganic nitrogen, making rice almost dependent on ammonium nutrition during a large part of the cropping season. In terms of the efficiency of fertilizer use, ammonium is superior to nitrate in paddy soils . Therefore, a high-affinity ammonia transporter such as OsAMT1;1 for ammonium uptake in rice [27, 28], would have proved advantageous in adapting to domestication and remained under continual selection pressure in low-nitrogen soils.
We note that of 21 annotated genes located in the ~150 kb genomic region around OsAMT1;1 based on the TIGR website (Additional file 4, Table S4), nine are reported to be involved in plant responses to such biotic and/or abiotic stresses as extreme temperatures, drought, excess salt, and infectious pathogens [44–52]. Rice has adapted to changes in several environmental features (e.g. soil, water, photoperiod, and pathogens). Selection for these genes nearby OsAMT1;1 rather than OsAMT1;1 alone could not be excluded as the cause of the selective sweep around the OsAMT1;1 genomic region. However, inadequate soil nitrogen should be the most widespread selection pressure in operation for both subspecies, irrespective of their locations. We therefore suggest that fixation of the alleles of OsAMT1;1 common to the two subspecies indica and japonica is the result of a combined force of natural selection for more than one trait. Unlike the domestication genes, rc, sh4, and wx that were involved in traits strongly preferred by humans , the gene OsAMT1;1 may have been selected as a results of soils deficient in nitrogen.
Evolutionary process of OsAMT1;1
In the present study, haplotype H1 is predominant and fixed at OsAMT1,1 in both subspecies (indica and japonica). This dominant haplotype was also found in O. rufipogon albeit in very low frequency - only one O. rufipogon accession, namely DWR25 from Malaysia, carried it - suggesting a possibility that haplotype H1 first occurred in one of the subspecies of O. sativa and introgressed into the wild rice. We also observed that one O. rufipogon accession (DWR27 from China) had only one SNP (T/A) at position -676 compared to H1 (Figure 1). This instance of high diversity of the gene in the wild relatives but uniform outcome because all mutations were synonymous suggests another possibility, namely that the haplotype H1 of OsAMT1;1 occurred first in one of the accessions of O. rufipogon (e.g. DWR27), and underwent strong selection pressure during domestication. A similar pattern was reported in the non-shattering allele (sh4) fixed in 208 rice cultivars . Actually, two models, snowballing model and combination model, were previously proposed considering single and multiple origins of cultivated rice, respectively . These two models reconciled the data for sh4. These models could also be applied in OsAMT1;1 as OsAMT1;1 and sh4 shared the same features in terms of the nucleotide diversity. However, current sequence data from OsAMT1;1 and sh4 might be not strong enough to distinctly support which model is correct. With the rapid development of sequencing technology, more genes similar to OsAMT1;1 and sh4 would be discovered in the rice genome. Further cloning and functional characterization of these genes will help test the models of rice domestication.
Additionally, although genetic diversity in indica was double or triple of that in japonica, genetic diversity in common wild rice O. rufipogon around OsAMT1;1 was more than 30 times higher than that both indica and japonica rice (Table 1). It is remarkable that genetic diversity in two other nitrogen-related genes decreased gradually from the wild relatives to the cultivated rice, whereas the reduction was extreme in the case of OsAMT1;1 (Additional file 5, Figure S1). Therefore the selection around OsAMT1;1 may have occurred before the divergence of indica and japonica. Several domestication genes such as rc and waxy found in domesticated forms with their favorable alleles occurred first in the japonica cultivars and experienced the selective sweep under strong artificial selection during domestication, causing the alleles to become fixed in all subpopulations of rice [12, 54]. OsAMT1;1 with only one predominant haplotype in both indica and japonica cultivars even in landraces supports the contention that the gene was first under purifying selection in the wild and then under positive selection during domestication (Additional file 3, Table S3, and Figure 4). However, further investigations using many more samples drawn from locations across the world are required for more definitive answers.
The ammonium transporter OsAMT1;1 showed abundant genetic diversity in O. rufipogon -- diversity that has been dramatically lost in O. sativa owing to natural and artificial selection during the domestication of rice. This severe reduction in the extent of variation in nucleotides of OsAMT1;1 in the cultivated rice (O. sativa) extends to a genomic region about 100 kb long, indicating a selective sweep around OsAMT1;1. This study demonstrates that the selective sweep was caused by strong selection within or nearby the ammonium transporter during the process of domestication of rice from its wild progenitors to cultivated rice. Understanding the diversity pattern of the ammonium transporter gene in rice not only provides valuable information on the allelic distribution of the nitrogen-uptake gene, but also gives important insights into the process of domestication of cultivated rice. For example, given the alleles fixed at OsAMT1;1 in O. sativa, it is possible to discover novel alleles in wild relatives to broaden the genetic variation for improving the efficiency of nitrogen uptake in plants. It will also be worthwhile to elucidate the pattern of diversity of homologs of AMT1 in other crops or of other nitrogen genes in rice.
We thank Drs. X. Wei and Z. Li for providing most of the Chinese samples, and the International Rice Research Institutes for the IRGC and IRIS accessions. Thank the two anonymous reviewers for helpful comments on the manuscript. This study was supported by grants from National Program on Key Basic Research Project, National Special Program for Research of Transgenic Plant of China, and the National Natural Science Foundation of China.
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