Genetic architecture of flag leaf length and width in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.) revealed by association mapping

Rice flag leaf is the main photosynthetic organ and plays a key role in grain yield. In this study, 106 loci associated with flag leaf length and width were identified using association mapping in a rice mini core collection. Analyzing the phenotypic effects of each allele represented 156 positive and 167 negative alleles, with a few alleles showing inconsistent effect in different environments. Among the 106 loci, 69 were environment-specific loci, 16 were environmentally stable and 21 were environmentally sensitive. Fifteen associated markers were shared by two traits and were designated as pleiotropic markers. According to the frequency distribution of alleles in different variety types, 343 alleles were categorized into three types based on geographic source and usage in breeding. Among these, 156 were used alleles, 138 were unused and 49 were foreign alleles. The results further our understanding of the genetic mechanisms of flag leaf length and width.     

Genetic differentiation for nuclear,mitochondrial and chloroplast genomes in common wild rice (<Emphasis Type="Italic">Oryza rufipogon</Emphasis> Griff.) and cultivated rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

The genetic differentiation of nuclear, mitochondrial (mt) and chloroplast (cp) genomes was investigated by Southern and PCR analysis using 75 varieties of cultivated rice ( Oryza sativa L.) and 118 strains of common wild rice (CWR, Oryza rufipogon Griff.) from ten countries of Asia. The distinguishing differences between the Indica and Japonica cultivars were detected both in the nuclear genome and the cytoplasmic genome, confirming that the Indica-Japonica differentiation is of major importance for the three different classes of genome in cultivated rice. This differentiation was also detected in common wild rice with some differences among the genome compartments and the various regions. For nuclear DNA variation, both Indica-like and Japonica-like types were observed in the Chinese CWR, with the latter more-frequent than the former. No Japonica-like type was found in South Asia, and only two strains of the Japonica-like type were detected in Southeast Asia, thus the Indica-like type is the major type among South and Southeast Asian CWR. For mtDNA, only a few strains of the Japonica-like type were detected in CWR. For cpDNA, the Japonica type was predominant among the CWR strains from China, Bangladesh and Burma, while the Indica type was predominant among the CWR strains from Thailand, Malaysia, Cambodia and Sri Lanka, and both types were found in similar frequencies among the Indian CWR. Altogether, however, the degree of Indica-Japonica differentiation in common wild rice was much-less important than that in cultivated rice. Cluster analyses for nuclear and mitochondrial DNA variation revealed that some CWR strains showed large genetic distances from cultivated rice and formed clusters distinct from cultivated rice. Coincidence in the genetic differentiation between the three different classes of genome was much higher in cultivated rice than in CWR. Among the 75 cultivars, about 3/4 entries were "homoeotype" showing congruent results for nuclear, mt and cpDNA regarding the Indica-Japonica differentiation. In CWR, the proportions of homoeotypes were 5.7%, 15% and 48.8% in China, South Asia and Southeast Asia, respectively. Based on the average genetic distance among all the strains of CWR and cultivated rice for nuclear and mitochondrial genomes, the variability of the nuclear genome was found to be higher than that of the mitochondrial genome. The global pattern based on all genomes shows much-more diversification in CWR than that in cultivated rice.     

Functional markers for <Emphasis Type="Italic">xa5</Emphasis>-mediated resistance in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis>, L.)

The recent cloning of several agronomically important genes has facilitated the development of functional markers. These markers reside within the target genes themselves and can be used with great reliability and efficiency to identify favorable alleles in a breeding program. Bacterial blight (BB) is a severe rice disease throughout the world that is controlled primarily through use of resistant cultivars. xa5 is a race-specific, recessive gene mediating resistance to BB. It is widely used in rice breeding programs throughout the tropics. Due to its recessive nature, phenotypic selection for xa5-mediated resistance is both slow and costly. Previously, marker assisted selection (MAS) for this resistance gene was not efficient because it involved markers that were only indirectly linked to xa5 and ran the risk of being separated from the trait by recombination. Recently, the cloning of the gene underlying this trait made it possible to develop functional markers. Here we present a set of CAPS markers for easy, quick and direct identification of cultivars or progeny carrying xa5-mediated resistance and provide evidence that these markers are 100% predictive of the presence of the xa5 allele. These markers are expected to enhance the reliability and cost-effectiveness of MAS for xa5-mediated resistance.     

Transposition behavior of nonautonomous a <Emphasis Type="Italic">hAT</Emphasis> superfamily transposon <Emphasis Type="Italic">nDart</Emphasis> in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

Transposable elements (TEs) have a significant impact on the evolution of gene function and genome structures. An endogenous nonautonomous transposable element nDart was discovered in an albino mutant that had an insertion in the Mg-protoporphyrin IX methyltransferase gene in rice. In this study, we elucidated the transposition behavior of nDart, the frequency of nDart transposition and characterized the footprint of nDart. Novel independent nDart insertions in backcrossed progenies were detected by DNA blotting analysis. In addition, germinal excision of nDart occurred at very low frequency compared with that of somatic excision, 0–13.3%, in the nDart1-4(3-2) and nDart1-A loci by a locus-specific PCR strategy. A total of 253 clones from somatic excision at five nDart loci in 10 varieties were determined. nDart rarely caused deletions beyond target site duplication (TSD). The footprint of nDart contained few transversions of nucleotides flanking to both sides of the TSD. The predominant footprint of nDart was an 8-bp addition. Precise excision of nDart was detected at a rate of only 2.2%, which occurred at two loci among the five loci examined. Furthermore, the results in this study revealed that a highly conserved mechanism of transposition is involved between maize Ac/Ds and rice Dart/nDart, which are two-component transposon systems of the hAT superfamily transposons in plant species.     

Genetic analysis of starch paste viscosity parameters in glutinous rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

Starch paste viscosity plays an important role in estimating the cooking, eating, and processing quality of rice. The inheritance of starch paste viscosity in glutinous rice remains undefined. In the present study, 118 glutinous rice accessions were collected, and the genotypes of 17 starch synthesis-related genes (SSRG) were analyzed by using 43 gene-specific molecular markers. Association analysis indicated that 10 of 17 SSRGs were involved in controlling the rapid visco analyzer (RVA) profile parameters. Among these, the PUL gene was identified to play an important role in control of peak viscosity (PKV), hot paste viscosity (HPV), cool paste viscosity (CPV), breakdown viscosity (BDV), peak time (PeT), and paste temperature (PaT) in glutinous rice. Other SSRGs involved only a few RVA profile parameters. Furthermore, interactions between SSRGs were found being responsible for PeT, PaT, and BDV. Some of the RVA parameters, including PKV, HPV, CPV, CSV, and PaT, were mainly governed by single SSRG, whereas other parameters, such as BDV, SBV, and PeT, were controlled by a few SSRGs, functioning cooperatively. Further, three near-isogenic lines (NIL) of a japonica glutinous cv. Suyunuo as genetic background, with PUL, SSIII-1, and SSIII-2 alleles replaced with those of indica cv. Guichao 2, were employed to verify the genetic effects of the various genes, and the results were consistent with those obtained from the association analysis. These findings indicated that starch paste viscosity in glutinous rice had a complex genetic system, and the PUL gene played an important role in determining the RVA profile parameters in glutinous rice. These results provide important information for potentially improving the quality of glutinous rice.     

Fine genetic mapping and physical delimitation of the lesion mimic gene <Emphasis Type="Italic">spotted leaf 5</Emphasis> (<Emphasis Type="Italic">spl5</Emphasis>) in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

Spotted leaf 5 (spl5), a lesion mimic mutant, was first identified in rice (Oryza sativa L.) japonica cv. Norin8 in 1978. This mutant exhibits spontaneous disease-like lesions in the absence of any pathogens and resistance to rice blast and bacterial blight; however, the target gene has not yet been isolated. In the present study, we employed a map-based cloning strategy to finely map the spl5 gene. In an initial mapping with 100 F₂ individuals (spl5/spl5) derived from a cross between the spl5 mutant and indica cv. 93-11, the spl5 gene was located in a 3.3-cM region on chromosome 7 using six simple sequence repeat (SSR) markers. In a high-resolution genetic mapping, two F₂ populations with 3,149 individuals (spl5/spl5) were derived from two crosses between spl5 mutant and two indica cvs. 93-11 and Zhefu802 and six sequence-tagged site (STS) markers were newly developed. Finally, the spl5 gene was mapped to a region of 0.048 cM between two markers SSR7 and RM7121. One BAC/PAC contig map covering these markers’ loci and the spl5 gene was constructed through Pairwise BLAST analysis. Our bioinformatics analysis shows that the spl5 gene is located in the 80-kb region between two markers SSR7 and RM7121 with a high average ratio of physical to genetic distance (1.67 Mb/cM) and eighteen candidate genes. The analysis of these candidate genes indicates that the spl5 gene represents a novel class of regulators controlling cell death and resistance response in plants.     

Genetic mapping and salt tolerance of a novel <Emphasis Type="Italic">D1</Emphasis>-allelic mutant of rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

Plant height and grain shape are important traits that may affect yield in rice, and they therefore have enormous importance in breeding. A dwarf small-grain mutant (S525) was identified among progeny of the Indica rice restorer line ‘Xida 1B’ (wild type) raised from seeds treated with ethyl methanesulfonate. The dwarf and small-grain phenotypes were stably inherited after multi-generation selfing. Field-grown mutant plants showed the phenotypes of dwarfism, broad leaves, and small round grains. Genetic mapping and sequencing confirmed that S525 was a novel d1-allelic mutant. A single-base transition (G to A) in the functional dwarfism gene D1 at the conjunction site of the 11th intron caused excision or duplication of the 11th exon in the mRNA and resulted in translation of a defective G_α protein. The S525 showed enhanced salt tolerance compared with the wild type (WT), and the expression of genes associated with salt tolerance quantitatively increased in response to treatment with 200 mM NaCl. The S525 may be useful for future investigation of G_α functions and in the breeding of new dwarf rice cultivars.     

Quantitative proteomics analysis of proteins involved in leaf senescence of rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

Delaying leaf senescence and prolonging the available time for photosynthesis is one of the important approaches to increase grain yield of rice (Oryza sativa L.). Here, iTRAQ-based quantitative proteomics approach was used to comparative analyze the expression profiles of proteins in rice leaves in response to senescence. Totally 5067 proteins were identified. Compared with the proteins in the flag leaves at early stage of grain-filling in rice Liang-You-Pei 9 (LYP9), 240 and 188 proteins were up-regulated and down-regulated in the flag leaves at middle stage of grain-filling, and 387 and 202 proteins were up-regulated and down-regulated in the flag leaves at late stage of grain-filling, respectively. In addition, 39 and 18 identified proteins were constantly up-regulated and down-regulated in the leaves from early to middle and late stages of grain-filling, respectively. Among them, chloroplast chaperonin 10, geranylgeranyl diphosphate reductase, Mg chelatase subunit ChLD, porphobilinogen deaminase, protochlorophyllide reductase B and thioredoxin-like protein CITRX might have involved in the senescence of leaves. This study provided important information for understanding the age-sensitive mechanism of LYP9, and offered a foundation for future studying and improving it.     

Map-based cloning and functional analysis of the chromogen gene <Emphasis Type="Italic">C</Emphasis> in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

The chromogen gene C is critical for anthocyanin regulation in rice, and apiculus color is an important agronomic trait in selective breeding and variety purification. Mapbased cloning and in-depth functional analysis of the C gene will be useful for understanding the molecular mechanism of anthocyanin biosynthesis and for rice breeding. Japonica landrace Lijiangxintuanheigu (LTH) has red apiculi and purple stigmas. Genetic analysis showed that red apiculus and purple stigma in LTH co-segregated indicating control by a single dominant gene, or by two completely linked genes. Using 1,851 recessive individuals from two F₂ populations, the target gene OsC was delimited to a 70.8 kb interval on chromosome 6 that contains the rice homologue of the maize anthocyanin regulatory gene C1. When the entire OsC gene and its full-length cDNA cloned from LTH were transformed into japonica cultivar Kitaake with colorless apiculi and stigmas all positive transformants had red apiculi but non-colored stigmas, validating that OsC alone was responsible for the apiculus color and represented the functional C gene. OsC was constitutively expressed in all tissues examined, with strongest expression in leaf blades. These results set a foundation to clarify the regulatory mechanisms of OsC in the anthocyanin biosynthetic pathway.     

Assessment of genetic diversity of <Emphasis Type="Italic">Saltol</Emphasis> QTL among the rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.) genotypes

Eight Saltol quantitative trait locus (QTL) linked simple sequence repeat (SSR) markers of rice (Oryza sativa L.) were used to study the polymorphism of this QTL in 142 diverse rice genotypes that comprised salt tolerant as well as sensitive genotypes. The SSR profiles of the eight markers generated 99 alleles including 20rare alleles and 16 null alleles. RM8094 showed the highest number (13) of alleles followed by RM3412 (12), RM562 (11), RM493 (9) and RM1287 (8) while as, RM10764 and RM10745 showed the lowest number (6) of alleles. Based on the highest number of alleles and PIC value (0.991), we identified RM8094 as suitable marker for discerning salt tolerant genotypes from the sensitive ones. Based upon the haplotype analysis using FL478 as a reference (salt tolerant genotypes containing Saltol QTL), we short listed 68 rice genotypes that may have at least one allele of FL478 haplotype. Further study may confirm that some of these genotypes might have Saltol QTL and can be used as alternative donors in salt tolerant rice breeding programmes.     

Knockout of a starch synthase gene <Emphasis Type="Italic">OsSSIIIa</Emphasis>/<Emphasis Type="Italic">Flo5</Emphasis> causes white-core floury endosperm in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

To elucidate the role of SSIIIa during starch synthesis in rice (Oryza sativa L.) endosperm, we characterized null mutants of this gene, generated by T-DNA insertions. Scanning electron microscope (SEM) analysis revealed that the starch granules in these mutants are smaller and rounder compared with the wild type controls, and that the mutant endosperm is characterized by a loosely packed central portion exhibiting a floury-like phenotype. Hence, the OsSSIIIa (Oryza sativa SSIIIa) mutations are referred to as white-core floury endosperm 5-1 (flo5-1) and flo5-2. Based upon their X-ray diffraction patterns, the crystallinity of the starch in the flo5 mutant endosperm is decreased compared with wild type. Through determination of the chain-length distribution of the mutant endosperm starch, we found that flo5-1 and flo5-2 mutants have reduced the content of long chains with degree of polymerization (DP) 30 or greater compared with the controls. This suggests that OsSSIIIa/Flo5 plays an important role in generating relatively long chains in rice endosperm. In addition, DP 6 to 8 and DP 16 to 20 appeared to be reduced in endosperm starch of flo5-1 and flo5-2, whereas DP 9 to 15 and DP 22 to 29 were increased in these mutants. By the use of differential scanning calorimetry (DSC), the gelatinization temperatures of endosperm starch were found to be 1–5°C lower than those of the control. We propose a distinct role for OsSSIIIa/Flo5 and the coordinated action of other SS isoforms during starch synthesis in the seed endosperm of rice.     

Iron homeostasis in tropical <Emphasis Type="Italic">indica</Emphasis> rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.) cultivars having contrasting grain iron concentration

Iron homeostasis was studied in two tropical indica rice cultivars viz. Sharbati (high Fe) and Lalat (low Fe) having contrasting grain Fe concentration. Plants were hydroponically grown with 5 concentrations of Fe (0.05, 2, 5, 15, 50 mg L^?1) till maturity. The effect of incremental Fe treatment on the plant was followed by analyzing accumulation of ferritin protein, activities of aconitase enzyme, enzymes of anti-oxidative defense and accumulation of hydrogen peroxide and ascorbic acid. Plant growth was adversely affected beyond 15 mg L^?1 of Fe supplementation and effects of Fe stress (both deficiency and excess) were more apparent on the high Fe containing cultivar Sharbati than the low Fe containing Lalat. Level of ferritin protein and aconitase activity increased up to 5 mg L^?1 of Fe concentration. Lalat continued to synthesize ferritin protein at much higher Fe level than Sharbati and the cultivar also had higher activities of peroxidase, superoxide dismutase and glutathione reductase. It was concluded that the tolerance of Lalat to Fe stress was because of its higher intrinsic ability to scavenge free radicals of oxidative stress for possessing higher activity of antioxidative enzymes. This, together with its capacity to sequester the excess Fe in ferritin protein over a wider range of Fe concentrations made it more tolerant to Fe stress.     

Marker imputation efficiency for genotyping-by-sequencing data in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis>) and alfalfa (<Emphasis Type="Italic">Medicago sativa</Emphasis>)

Genotyping-by-sequencing (GBS) is a rapid and cost-effective genome-wide genotyping technique applicable whether a reference genome is available or not. Due to the cost-coverage trade-off, however, GBS typically produces large amounts of missing marker genotypes, whose imputation becomes therefore both challenging and critical for later analyses. In this work, the performance of four general imputation methods (K-nearest neighbors, Random Forest, singular value decomposition, and mean value) and two genotype-specific methods (“Beagle” and FILLIN) was measured on GBS data from alfalfa (Medicago sativa L., autotetraploid, heterozygous, without reference genome) and rice (Oryza sativa L., diploid, 100 % homozygous, with reference genome). Alfalfa SNP were aligned on the genome of the closely related species Medicago truncatula L.. Benchmarks consisted in progressive data filtering for marker call rate (up to 70 %) and increasing proportions (up to 20 %) of known genotypes masked for imputation. The relative performance was measured as the total proportion of correctly imputed genotypes, globally and within each genotype class (two homozygotes in rice, two homozygotes and one heterozygote in alfalfa). We found that imputation accuracy was robust to increasing missing rates, and consistently higher in rice than in alfalfa. Accuracy was as high as 90–100 % for the major (most frequent) homozygous genotype, but dropped to 80–90 % (rice) and below 30 % (alfalfa) in the minor homozygous genotype. Beagle was the best performing method, both accuracy- and time-wise, in rice. In alfalfa, KNNI and RFI gave the highest accuracies, but KNNI was much faster.     

Effect of nitrogen-deficiency on midday photoinhibition in flag leaves of different rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.) cultivars

Effects of nitrogen (N)-deficiency on midday photoinhibition in flag leaves were compared between two contrastive Japanese rice cultivars, a traditional japonica cultivar with low yield, cv. Shirobeniya (SRB), and a japonica-indica intermediate type with high yield, cv. Akenohoshi (AKN). Both cultivars were grown under high-N and low-N conditions. At midday, low-N supply resulted in more intensive reductions in net photosynthetic rate, stomatal conductance, maximal quantum yield of photosystem II (PSII) and quantum yield of PSII electron transport in SRB than in AKN, indicating that SRB was more strongly photoinhibited than AKN under low-N condition. At midday, the low-N plants of two cultivars showed higher superoxide dismutase (SOD) activities than the high-N plants. However, ascorbate peroxidase (APX) activity was maintained in AKN but significantly decreased in SRB under low-N condition (N-deficiency). In contrast, hydrogen peroxide (H₂O₂) content in SRB significantly increased under low-N condition, indicating that the susceptibility to midday photoinhibition in the low-N plants of SRB is related to the increased H₂O₂ accumulation. It is suggested that the midday depression in photosynthesis may be a result of oxidative stress occurring in the low-N plants in which antioxidant capacity is not enough to cope with the generation of H₂O₂. Therefore, H₂O₂-scavenging capacity could be an important factor in determining the cultivar difference of midday photoinhibition in flag leaves of rice under low-N condition.     

<Emphasis Type="Italic">compact shoot and leafy head 1</Emphasis>, a mutation affects leaf initiation and developmental transition in rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.)

The shoot apical meristem (SAM) produces lateral organs in a regular spacing (phyllotaxy) and at a regular interval (phyllochron) during the vegetative phase. In a Dissociation (Ds) insertion rice population, we identified a mutant, compact shoot and leafy head 1 (csl1), which produced massive number of leaves (∼70) during the vegetative phase. In csl1, the transition from the vegetative to the reproductive phase was delayed by about 2 months under long-day conditions. With a reduced leaf size and severe dwarfism, csl1 failed to produce a normal panicle after the transition to reproductive growth. Instead, it produced a leafy panicle, in which all primary rachis-branches were converted to vegetative shoots. Phenotypically csl1 resembled pla mutants in short plastochron but was more severe in the conversion of the reproductive organs to vegetative organs. In addition, neither the expression nor the coding region of PLA1 or PLA2 was affected in csl1. csl1 is most likely a dominant mutation because no mutant segregant was observed in progeny of 67 siblings of the csl1 mutant. CSL1 may represent a novel gene, which functions downstream of PLA1 and/or PLA2, or alternatively functions in a separate pathway, involved in the regulation of leaf initiation and developmental transition via plant hormones or other mobile signals.     

<Emphasis Type="Italic">In Planta</Emphasis> transformation for conferring salt tolerance to a tissue-culture unresponsive indica rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.) cultivar

Many farmer-popular indica rice (Oryza sativa L.) cultivars are recalcitrant to Agrobacterium-mediated transformation through tissue culture and regeneration. In planta transformation using Agrobacterium could therefore be a useful alternative for indica rice. A simple and reproducible in planta protocol with higher transformation efficiencies than earlier reports was established for a recalcitrant indica rice genotype. Agrobacterium tumefaciens containing the salt tolerance-enhancing Pea DNA Helicase45 (PDH45) gene, with the reporter and selectable marker genes, gus-INT (β-glucuronidase with intron) and hygromycin phosphotransferase (hpt), respectively, were used. Overnight-soaked mature embryos were infected and allowed to germinate, flower, and set T₁ seeds. T₀ plants were considered positive for the transgene if the spikelets of one or more of their panicles were positive for gus. Thereafter, selection at T₁ was done by germination in hygromycin and transgenic status re-confirmation by subjecting plantlet DNA/RNA to gene-specific PCR, Southern and semi-quantitative RT-PCR. Additionally, physiological screening under saline stress was done at the T₂ generation. Transformation efficiency was found to be 30–32% at the T₀ generation. Two lines of the in planta transformed seedlings of the recalcitrant rice genotype were shown to be saline tolerant having lower electrolyte leakage, lower Na⁺/K⁺, minimal leaf damage, and higher chlorophyll content under stress, compared to the WT at the T₂ generation.     

Molecular marker dissection of rice (<Emphasis Type="Italic">Oryza sativa</Emphasis> L.) plant architecture under temperate and tropical climates

Rice (Oryza sativa L.) plants develop vertically with shoot elongation and horizontally with tillering. The purpose of this study was to identify and characterize genomic regions influencing the rice plant architecture by quantitative trait locus (QTL) analysis for the component traits: culm length (CL), panicle length (PnL), panicle number (PnN) and tiller number (TN). For this QTL analysis, 191 recombinant inbred lines (F₇) derived from a cross of Milyang 23 (M23) and Akihikari (AK) were grown in 1995, 1996 and 1997 (May–Oct) in Joetsu, Japan (temperate climate), and in the 2000 dry season (Jan–Apr), the 2000 wet season (Jun–Oct) and the 2001 dry season in Los Baños, The Philippines (tropical climate). Results showed that rice plant architecture was influenced by 19 genomic regions categorized into five groups. In Group I, two regions (on chrs. 6 and 11) affected shoot elongation (CL and PnL) and tillering (PnN and TN) in opposite directions more significantly in Los Baños than in Joetsu. In Group II, two regions (chrs. 3 and 12) affected shoot elongation, whereas in Group III, five regions [chrs. 1 (two), 2, 3 and 9] affected only culm length (CL). Expressions of four regions of Group III were influenced by either tropical or temperate environments. In Group IV, seven regions (chrs. 1, 2, 4, 5, 6, 8 and 9) controlled panicle development (PnN or PnL), and in Group V, three regions (chrs. 1, 2 and 3) regulated tillering (PnN or TN). Characterizing these 19 genomic regions provided a detailed analysis of rice plant architecture with emphasis on the multiple effect and environmental responsive regions.Communicated by D. Mackill