Impact Factor 3.678

The world's most-cited Plant Sciences journal

Original Research ARTICLE

Front. Plant Sci., 24 October 2016 | https://doi.org/10.3389/fpls.2016.01585

A Major QTL, Which Is Co-located with cly1, and Two Minor QTLs Are Associated with Glume Opening Angle in Barley (Hordeum vulgare L.)

XinZhong Zhang1,2,3,4†, BaoJian Guo1,2,3,4†, GuoFang Lan1,2,3,4, HongTao Li1,2,3,4, Shen Lin1,2,3,4, Jun Ma1,2,3,4, Chao Lv1,2,3,4 and RuGen Xu1,2,3,4*
  • 1Jiangsu Key Laboratory of Crop Genetics and Physiology, Yangzhou University, Yangzhou, China
  • 2Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou, China
  • 3Key Laboratory of Plant Functional Genomics of the Ministry of Education, Yangzhou University, Yangzhou, China
  • 4Institute of Barley Research, Yangzhou University, Yangzhou, China

Cleistogamous and chasmogamous are two opposing phenomena for flowering in barley. Cleistogamy limits the rate of outcrossing, and increases the cost of producing hybrid barley seeds. Selecting chasmogamous lines with a large glume opening angle (GOA) is essential for the utilization of barley heterosis. In the current study, 247 DH lines derived from a cross between Yangnongpi7 and Yang0187 were used to identify and validate quantitative trait loci (QTLs) associated with the GOA in different environments using SSR markers. Three QTLs associated with barley GOA were mapped on chromosomes 2H and 7H. The major QTL QGOA-2H-2 was mapped on chromosome 2H with the flanking markers of KDH and GBM1498, explaining 63.92% of the phenotypic variation. The marker KDH was developed from the gene Cly1, which was the candidate gene for QGOA-2H-2. This new marker can be used to identify barley chasmogamous lines with a large GOA. The two minor QTLs were validated at all three locations across two seasons after removing DH lines carrying the candidate gene Cly1 of QGOA-2H-2.

Introduction

For self-pollinating crops like barley and wheat, their cleistogamous flowers remain mechanically sealed throughout the entire flowering period. The closed morphology of cleistogamous flowers hinders them from exposing their reproductive organs and forces self-pollination to occur (Schemske, 1978; Culley and Klooster, 2007). The natural outcrossing rate of barley is approximately 1.7% (Parzies et al., 2000), which is too low for the commercial production of hybrid seeds. In contrast to cleistogamy, chasmogamy is a plant reproductive mechanism in which pollination occurs in chasmogamous flowers. Most chasmogamous flowers are cross-pollinated by biotic (e.g., insects) or abiotic (e.g., wind) agents with the rate of outcrossing determined by several floral traits including stigma and anther size, anther extrusion, aspect of flag leaf, glume opening angle (GOA), and flower opening duration (Taillebois and Guimaraes, 1986). Among these traits, GOA is the most important factor affecting the extent of outcrossing (Mahalingam et al., 2013). Therefore, research should be conducted to understand the genetic mechanism of barley GOA, which could provide important information for breeding of chasmogamous lines with a large GOA.

Inheritance of chasmogamic and cleistogamic glume has been studied in various crop species. Mutation has been one of the main tools for studying cleistogamic glume in rice. Recessive genes, d7 and ld(t), were reported to control rice cleistogamic glume (Nagao and Takahashi, 1963; Maeng et al., 2006). A cleistogamic gene superwoman1 (SPW1) was isolated and proved to have no influence on other agronomic traits (Yoshida et al., 2007). All these rice cleistogamic genes were dependent on the mutation sites of mutants. In wheat, chasmogamy was determined by a single dominant gene Cl (Chhabra and Sethi, 1991). Inheritance of chasmogamic and cleistogamic glume was more complex in barley. The segregation pattern observed in three barley F2 populations grown in multi-years at multi-locations indicated a single-gene inheritance of chasmogamy with complete dominance (Ceccarelli, 1978). In another study, cleistogamy was also reported to be controlled by a single recessive gene (Kurauchi et al., 1993). Using three different populations, cly1 and Cly2, controlling cleistogamy, were mapped in the same region of chromosome 2HL, suggesting the possibility of pleiotropic effect or single effect of two tightly linked genes. Subsequently, the interval was reduced to 7 kb according to the synteny with rice chromosome 4 (Turuspekov et al., 2009). The cleistogamic gene cly1 were positionally cloned (Nair et al., 2010). In addition, HvAP2 was identified using both genome-wide association and bi-parental mapping, which determined the density of grains on the barley inflorescence (Houston et al., 2013). On the molecular level, cly1/HvAP2 encodes a transcription factor containing two AP2 domains and a putative microRNA miR172 targeting site, which was an ortholog of Arabidopsis thaliana AP2 (Nair et al., 2010; Houston et al., 2013). All data indicated that this heterochronic change of miR172 targeting site was responsible for the striking differences in the size and shape of crop flowers (Nair et al., 2010; Houston et al., 2013; Ning et al., 2013).

Chasmogamy and cleistogamy were regarded as qualitative characters and measured by the size of lodicules (Nair et al., 2010) or the visibility of anthers (Turuspekov et al., 2004, 2009). Nevertheless, GOA has been shown to be a typical quantitative character (Uga et al., 2003; Lv et al., 2009; Lan et al., 2013). Using rice recombinant inbred lines, three quantitative trait loci (QTLs) for rice GOA were mapped on chromosomes 2, 8 and 9, respectively (Uga et al., 2003). Two or more genes were reported to be involved in wheat GOA and one of them was mapped on the short arm of chromosome 2B (Gilsinger et al., 2005). Although, inheritance analysis indicated that GOA was controlled by a major gene plus multiple minor genes (Lv et al., 2009), the specific alleles for GOA were still unknown. The aim of this study was to identify QTLs associated with barley GOA using a DH population derived from a cross between Yangnongpi7 and Yang0187.

Materials and Methods

Plant Materials

A total of 247 doubled haploid (DH) lines were derived from a cross between Yangnongpi7 and Yang0187 using anther culture method. Both Yangnongpi7 and Yang0187 are two-rowed barley varieties bred by Yangzhou University. Yangnongpi7 is a glume closing variety but Yang0187 is a glume opening variety.

Field Experiments

Twelve seeds per genotype were sown in a 1.2 m row-plot with 20 cm of inter-row spacing at three locations (Yangzhou University farm, Shanghai farm, and Fangqiang farm) in two growing seasons (2011∼2012 and 2012∼2013). Due to the limitation of measurements of the large number of genotypes, all the DH lines and parents were sown in one row only with a random order. For all the trials, the fertilizer (Sinochem) used included: 150 kg/ha before sown, 75 kg/ha at seedling stage and 75 kg/ha at stem elongation stage. The ratio of N:P:K for the fertilizer was 7:1:2. Aphids were sprayed at both seedling and flowing stages using dimethoate (Jingjin Pesticide, Co., Ltd). Pinoxaden (Syngenta) was applied to control weeds before winter.

Measurement of GOA

Four plants of each material were randomly selected to measure GOA. Since flowering time varied among DH lines, each plant was sampled at anthesis (growth stage 65) (Zadoks et al., 1974). Panicles of the main stem and a tiller on each plant were sampled when the middle glume in the panicle opened, filaments elongated and anthers became bright yellow. The sampled panicle was cut at the reciprocal second internode and the stem was put in cold water immediately to keep the glumes opening. After sampling, lateral glumes were manually removed and the spikelet was scanned using Labscan (GE Healthcare, USA). As illustrated in Figure 1, GOA was measured between the inside and outside of the glume using Adobe Photoshop CS5 software. Parent Yangnongpi7 shows a glume closing phenotype with a score of 0°.

FIGURE 1
www.frontiersin.org

FIGURE 1. Measurement of glume opening angle.

Construction of Linkage Maps

Genomic DNA was extracted from fresh leaves of five pooled plants of each line using a simplified CTAB-based procedure modified from Murray and Thompson (1980). A total of 852 SSR (simple sequence repeats) markers were obtained from the GrainGenes database1. Primers with clear polymorphisms between the parents Yangnongpi7 and Yang0187 were used to genotype the DH population. PCR was conducted in 20 μL volume, consisting of 1.5 mM MgCl2, 0.2 uM primers, 200 uM of each dNTP, 1× PCR buffer, 50–100 ng genomic DNA and 1 U Taq DNA polymerase (TaKaRa Bio., Japan).

All markers were blasted to the consensus map (Varshney et al., 2007) and assembly_WGSMorex on IPK Barley Blast Server. A consensus map was constructed based on the genetic position of markers on the public map (Varshney et al., 2007).

QTL Analysis

The mean GOA of main panicle and tilling panicle for each plant was used as the phenotype to analyze the QTL. Since the experiments were conducted at three locations in 2 years, QTLs, QTL × environments and QTL × QTL were analyzed by a composite interval mapping method based on a linear mixed model using the software QTLNetwork 2.0 (Yang et al., 2007). One thousand permutations were implemented and genetic effects were estimated by the Bayesian method. QTLs are named according to McCouch et al. (1997). QTLs explaining less than 10.0% of the phenotypic variation were defined as minor QTL, whereas QTL was defined as major QTL (Collard et al., 2005).

Verification of QTLs

Referring to the published sequence of the barley cleistogamy gene Cly1 (KJ363931) (Nair et al., 2010), Cly1 was amplified and assembled in Yangnongpi7 and Yang0187. Blasting Cly1 sequence between two parents, three SNPs were detected at 296, 615, and 3073 bp, respectively (Supplementary Figure S1A). Using the software Primer 3.0 (Untergasser et al., 2012), a new specific marker for barley chasmogamy gene (cly1), designated as KDH, was developed based on SNP (A/G) at 3073 bp (Supplementary Figure S1B). The criteria for primer designing was: primer length: 18–27 bp; melting temperature: 50–65°C; GC content: 40–60%; and polymerase chain reaction (PCR) product size: 200–400 bp. In order to validate minor QTLs, all DH lines carrying cly1 gene were removed using KDH marker (Supplementary Figure S2). The remaining DH lines were used to re-construct genetic maps and re-map the QTLs.

Statistical Analysis

A joint ANOVA of GOA was conducted by SPSS 16.0 using the general linear model with all sources of variation being random. Variance components and heritability of GOA were then estimated based on the mean square. Multiple comparison tests were conducted to quantify the differences of GOA among different allele combinations.

Results

GOA of Parents and DH Lines

The parent Yangnongpi7 showed a GOA of 0°, and the GOA of Yang0187 varied from 15.16 to 19.62° across experiments (Table 1). The GOA of DH lines ranged from 0 to 21.60° at three locations (Table 1) and distribution of GOA was multimodal (Supplementary Figure S3). Significant differences were found among genotypes and effects of location × year, year × genotype, and location × year × genotype interactions (Supplementary Table S1). Genotype contributed the most to the variation (Supplementary Table S2) with the heritability of GOA being 0.85.

TABLE 1
www.frontiersin.org

TABLE 1. Glume-opening angle of two parents and 247 DH lines at three locations across two growing seasons.

QTLs Associated with GOA

A total of 106 markers were mapped to the genetic maps covering a genome region of 898.41 cM (Supplementary Figure S4). Using this map, three QTLs associated with GOA were identified on chromosomes 2H and 7H, respectively (Table 2; Supplementary Figure S4). The accumulative effects of QGOA-2H-1, QGOA-2H-2, and QGOA-7H were 1.11, 4.90, and 1.48, respectively, with Yang0187 increasing GOA at three loci. Among the three QTLs, QGOA-2H-2 at 153.8 cM on chromosome 2H was a major QTL and explained 63.92% of the phenotypic variation. The two minor QTLs on chromosomes 2H and 7H, explained 3.80 and 1.62% of the phenotypic variation, respectively. A significant effect was found with the interaction between QGOA-2H-2 and environment, which explained 0.36% of the phenotypic variation. The interaction between QGOA-2H-2 and QGOA-7H was also significant (Supplementary Table S3), which explained 0.15% of the phenotypic variation. The minor QTL QGOA-2H-1 interacted with a locus on chromosome 6H significantly (Supplementary Figure S4), which explained 0.66% of the phenotypic variation (Supplementary Table S3).

TABLE 2
www.frontiersin.org

TABLE 2. Quantitative trait loci (QTLs) identified for glume opening angle.

Verification of Minor QTLs

Primer sequences of the marker KDH were: forward primer 5′-TCAAACTGTGCAGTTCGTGG-3′ and reverse primer 5′-AGGGTGGGAATCGTGATAAT-3′. After removing 107 DH lines carrying cly1 of the major QTL QGOA-2H-2, 140 DH lines were used to re-map QTLs associated with GOA. Only two minor QTLs qGOA-2H-1 and qGOA-7H were identified (Supplementary Table S4). The percentages of the phenotypic variation determined by the two minor QTLs were 9.60 and 13.14% respectively, much higher than those identified using all DH lines (Table 2).

Accumulative Effects of QTLs on GOA

Effects of the three QTLs associated with GOA were evaluated using the flanking markers. KDH was used to select lines carrying the allele of the major QTL QGOA-2H-2. GBMS160 and Bmag0206 were used to select lines carrying the alleles of the minor QTLs QGOA-2H-1 and QGOA-7H, respectively. An average GOA of 2.6° was observed in the 24 DH lines carrying no allele of the three QTLs. This GOA of 2.6° was significantly lower than that of the lines carrying one or more alleles of the QTLs (Table 3). DH lines carrying the unique allele of QGOA-2H-1 showed no significant differences of GOA to lines carrying the unique allele of QGOA-7H. A total of 107 DH lines carrying the allele of the major QTL QGOA-2H-2 were chasmogamous (Supplementary Figure S5). DH lines carrying the unique allele of the major QTL showed no significant difference of GOA to those carrying the alleles of the major QTL plus one minor QTL. However, DH lines carrying the alleles of the major QTL plus two minor QTLs showed the largest GOA of 16.17° (Table 3; Supplementary Figure S6). Lines carrying the alleles of two minor QTLs were chasmogamous but showed a lower average GOA than those carrying the alleles of the major QTL (Supplementary Figure S7).

TABLE 3
www.frontiersin.org

TABLE 3. Glume opening angle of DH lines with different QTLs.

Discussion

Self-pollination not only protects crops against diseases spread by flower tissue, but also keeps seeds pure. However, utilization of heterosis is limited in many self-pollination crops. For barley, the fourth major cereal crop in the world, very limited progress has been made since the first barley genetic male sterile (GMS) line was reported in Suneson (1940). One of the key issues is that the glume of the barley is closed during flowering.

Cleistogamous and chasmogamous are two opposing phenomena for barley during flowering. Cleistogamous and chasmogamous can be assessed visually. Plants with emerged anthers from florets during the pollination phase were scored as chasmogamous (Turuspekov et al., 2004, 2009). Cleistogamy and chasmogamy are difficult to measure under field conditions, alternative methods were used to measure cleistogamy and chasmogamy. The size of barley lodicules was used as phenotype and barley cleistogamy gene Cly1 was detected successfully (Nair et al., 2010). In our previous studies (Lv et al., 2009; Lan et al., 2013), a new method was developed to measure cleistogamy and chasmogamy by GOA. GOA can be measured using a scanner and the software Photoshop CS5. The method described in this paper provided an effective approach for studying glume opening traits in crops.

Nair et al. (2010) regarded cleistogamy and chasmogamy as qualitative characters, and our studies used GOA to quantify cleistogamy and chasmogamy in different populations (current study and Lv et al., 2009). The previous study (Lv et al., 2009) showed that both a major gene and multiple minor genes controlled the GOA. In this study, a total of five QTLs were identified, and three of them could be identified at all environments. The major QTL QGOA-2H-2 explained 63.92% of the phenotypic variation with flanking markers of KDH and GBM1498. GBM1498 was also the closest marker for the genes cly1 and Cly2 on chromosome 2HL (Turuspekov et al., 2004). Therefore, the major QTL is co-located with cly1, which is a major gene determining cleistogamy and chasmogamy. Since cleistogamy and chasmogamy were difficult to measure under field conditions, a functional marker KDH for GOA was developed based on the sequence differences of cly1 gene. This marker could identify most of the chasmogamous DH lines, which could be successfully used in barley breeding programs.

Two minor QTLs for GOA, qGOA-2H-1 and qGOA-7H, were identified and confirmed using the lines with no major chasmogamy gene cly1. Aligning the position of QTLs with rice chromosomes by flanking markers, qGOA-2H-1 was in synteny with rice chromosome 7 from 89.6 to 94.4 cM (Supplementary Figure S8A). In this interval, no glume opening related genes were found. The gene OsMADS18 was close to this synteny chromosome, which was a transcription factor for the development of flower (Becker and Theissen, 2003). For the minor QTL qGOA-7H, two rice syntenic intervals were found on chromosomes 6 and 8, respectively (Supplementary Figure S8B). On rice chromosome 8, a QTL associated with maximal GOA was mapped with flanking markers of RZ143 and C400a (Uga et al., 2003). However, this QTL was not within the syntenic interval. To our knowledge, the two minor QTLs identified in this study were first reported in barley.

Author Contributions

XZ and BG measured the GOA, performed SSR assays, analyzed the QTLs, developed the KDH marker and wrote the manuscript. HL and GL determined the GOA and prepared the DNA for SSR assays. SL and JM determined the GOA and performed the PCR to validate the effects of minor QTLs. CL managed the field experiments. RX supervised the project.

Funding

This work was supported by National Natural Science Foundation of China (30971779, 31071407, 31128014, 31501373); National Barley and Highland Barley Industrial Technology Specially Constructive Foundation of China (CARS-05); the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD).

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/article/10.3389/fpls.2016.01585

Footnotes

  1. ^ http://wheat.pw.usda.gov/GG3/

References

Becker, A., and Theissen, G. (2003). The major clades of MADS-box genes and their role in the development and evolution of flowering plants. Mol. Phylogenet. Evol. 29, 464–489. doi: 10.1016/S1055-7903(03)00207-0

CrossRef Full Text | Google Scholar

Ceccarelli, S. (1978). Single-gene inheritance of anther extrusion in barley. J. Hered. 69, 210–211.

Google Scholar

Chhabra, A. K., and Sethi, S. K. (1991). Inheritance of cleistogamic flowering in durum wheat (Triticum durum). Euphytica 55, 147–150. doi: 10.1007/BF00025227

CrossRef Full Text | Google Scholar

Collard, B. C. Y., Jahufer, M. Z. Z., Brouwer, J. B., and Pang, E. C. K. (2005). An introduction to markers, quantitative trait loci (QTL) mapping and marker-assisted selection for crop improvement: the basic concepts. Euphytica 142, 169–196. doi: 10.1007/s10681-005-1681-5

CrossRef Full Text | Google Scholar

Culley, T. M., and Klooster, M. R. (2007). The cleistogamous breeding system: a review of its frequency, evolution, and ecology in angiosperms. Bot. Rev. 73, 1–30. doi: 10.1663/0006-8101 (2007)73[1:TCBSAR]2.0.CO;2

CrossRef Full Text | Google Scholar

Gilsinger, J., Kong, L., Shen, X., and Ohm, H. (2005). DNA markers associated with low Fusarium head blight incidence and narrow flower opening in wheat. Theor. Appl. Genet. 110, 1218–1225. doi: 10.1007/s00122-005-1953-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Houston, K., McKim, S. M., and Comadran, J. (2013). Variation in the interaction between alleles of HvAPETALA2 and microRNA172 determines the density of grains on the barley inflorescence. Proc. Natl. Acad. Sci. U.S.A. 110, 16675–16680. doi: 10.1073/pnas.1311681110

PubMed Abstract | CrossRef Full Text | Google Scholar

Kurauchi, N., Makino, T., and Hirose, S. (1993). Inheritance of cleistogamy-chasmogamy in barley. Barley Genet. Newsl. 23:19.

Google Scholar

Lan, G. F., Li, H. T., Lv, C., and Xu, R. G. (2013). The difference of glume-opening angle in four barley varieties. J. Nucl. Agric. Sci. 27, 1131–1135.

Google Scholar

Lv, C., Huang, Z., Zhu, L., Tang, Z., and Xu, R. (2009). Genetic analysis of glume-opening character in barley (H. vulgare L.) III. The allelism of genes and the interaction of non-allelic genes for glume-opening character in barley. J. Triticeae Crops 29, 369–373.

Maeng, J. Y., Won, Y. J., Piao, R., Cho, Y. I., Jiang, W., Chin, J. H., et al. (2006). Molecular mapping of a gene ‘ld(t)’ controlling cleistogamy in rice. Theor. Appl. Genet. 112, 1429–1433. doi: 10.1007/s00122-006-0244-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Mahalingam, A., Saraswathi, R., Ramalingam, J., and Jayaraj, T. (2013). Genetics of floral traits in cytoplasmic male sterile (CMS) and restorer lines of hybrid rice (Oryza sativa L.). Pak. J. Bot. 45, 1897–1904.

Google Scholar

McCouch, S. R., Cho, Y. G., Yano, M., Paul, E., Blinstrub, M., Morishima, H., et al. (1997). Report on QTL nomenclature. Rice Genet. Newsl. 14, 11–13.

PubMed Abstract | Google Scholar

Murray, M. G., and Thompson, W. F. (1980). Rapid isolation of high molecular weight plant DNA. Nucleic Acids Res. 8, 4321–4325. doi: 10.1093/nar/8.19.4321

CrossRef Full Text | Google Scholar

Nagao, S., and Takahashi, M. (1963). Trial construction of twelve linkage groups in Japanese rice. J. Fac. Agric. 53, 72–130.

Google Scholar

Nair, S. K., Wang, N., Turuspekov, Y., Pourkheirandish, M., Sinsuwongwat, S., Chen, G., et al. (2010). Cleistogamous flowering in barley arises from the suppression of microRNA-guided HvAP2 mRNA cleavage. Proc. Natl. Acad. Sci. U.S.A. 107, 490–495. doi: 10.1073/pnas.0909097107

PubMed Abstract | CrossRef Full Text | Google Scholar

Ning, S. Z., Wang, N., Sakuma, S., Pourkheirandish, M., Wu, J., Matsumoto, T., et al. (2013). Structure, transcription and post-transcriptional regulation of the bread wheat orthologs of the barley cleistogamy gene Cly1. Theor. Appl. Genet. 126, 1273–1283. doi: 10.1007/s00122-013-20526

PubMed Abstract | CrossRef Full Text | Google Scholar

Parzies, H. K., Spoor, W., and Ennors, R. A. (2000). Outcrossing rates of barley landraces from Syria. Plant Breed. 119, 520–522. doi: 10.1046/j.1439-0523.2000.00532.x

CrossRef Full Text | Google Scholar

Schemske, D. W. (1978). Evolution of reproductive characteristics in Impatiens (Balsaminaceae): the significance of cleistogamy and chasmogamy. Ecology 59, 596–613. doi: 10.2307/1936588

CrossRef Full Text | Google Scholar

Suneson, C. A. (1940). A male sterile character in barley. A new tool for the plant breeder. J. Hered. 31, 213–214.

Google Scholar

Taillebois, J., and Guimaraes, E. P. (1986). “Improving outcrossing rate in rice (Oryza sativa L.),” in Proceedings of the International Symposium on Hybrid Rice (Manila: International Rice Research Institute), 175–180.

Google Scholar

Turuspekov, Y., Honda, I., Watanabe, Y., Stein, N., and Komatsuda, T. (2009). An inverted and micro-colinear genomic regions of rice and barley carrying the cly1gene for cleistogamy. Breed. Sci. 59, 657–663. doi: 10.1270/jsbbs.59.657

CrossRef Full Text | Google Scholar

Turuspekov, Y., Mano, Y., Honda, I., Kawada, N., Watanabe, Y., and Komatsuda, T. (2004). Identification and mapping of cleistogamy genes in barley. Theor. Appl. Genet. 109, 480–487. doi: 10.1007/s00122-004-1673-1

PubMed Abstract | CrossRef Full Text | Google Scholar

Uga, Y., Fukuta, Y., Cai, H. W., Iwata, H., Ohsawa, R., Morishima, H., et al. (2003). Mapping QTLs influencing rice floral morphology using recombinant inbred lines derived from a cross between Oryza sativa L. and Oryza rufipogon Griff. Theor. Appl. Genet. 107, 218–226. doi: 10.1007/s00122-003-1227-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Untergasser, A., Cutcutache, I., Koressaar, T., Ye, J., Faircloth, B. C., Remm, M., et al. (2012). Primer3 - new capabilities and interfaces. Nucleic Acids Res. 40:e115. doi: 10.1093/nar/gks596

PubMed Abstract | CrossRef Full Text | Google Scholar

Varshney, R. K., Marcel, T. C., Ramsay, L., and Graner, A. (2007). A high density barley microsatellite consensus map with 775 SSR loci. Theor. Appl. Genet. 114, 1091–1103. doi: 10.1007/s00122-007-0503-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Yang, J., Zhu, J., and Williams, R. W. (2007). Mapping the genetic architechture of complex traits in experimental population. Bioinformatics 23, 1527–1536. doi: 10.1093/bioinformatics/btm143

PubMed Abstract | CrossRef Full Text | Google Scholar

Yoshida, H., Itoh, J., Ohmori, S., Miyoshi, K., Horigome, A., Uchida, E., et al. (2007). Superwoman1-cleistogamy, a hopeful allele for gene containment in GM rice. Plant Biotechnol. J. 5, 835–846. doi: 10.1111/j.1467-7652.2007.00291.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Zadoks, J. C., Chang, T. T., and Konzak, C. F. (1974). A decimal code for the growth stages of cereals. Weed Res. 14, 415–421. doi: 10.1111/j.1365-3180.1974.tb01084.x

CrossRef Full Text | Google Scholar

Keywords: Hordeum vulgare L., glume opening angle, doubled haploid, QTL, chasmogamous

Citation: Zhang X, Guo B, Lan G, Li H, Lin S, Ma J, Lv C and Xu R (2016) A Major QTL, Which Is Co-located with cly1, and Two Minor QTLs Are Associated with Glume Opening Angle in Barley (Hordeum vulgare L.). Front. Plant Sci. 7:1585. doi: 10.3389/fpls.2016.01585

Received: 29 July 2016; Accepted: 07 October 2016;
Published: 24 October 2016.

Edited by:

Soren K. Rasmussen, University of Copenhagen, Denmark

Reviewed by:

Meixue Zhou, University of Tasmania, Australia
Xue Gong, University of Adelaide, Australia

Copyright © 2016 Zhang, Guo, Lan, Li, Lin, Ma, Lv and Xu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: RuGen Xu, rgxu@yzu.edu.cn

These authors have contributed equally to this work.