Identification of QTLs Associated With Agronomic Traits in Tobacco via a Biparental Population and an Eight-Way MAGIC Population
Agronomic traits such as plant height (PH), leaf number (LN), leaf length (LL), and leaf width (LW), which are closely related to yield and quality, are important in tobacco ( Nicotiana tabacum L.). To identify quantitative trait loci (QTLs) associated with agronomic traits in tobacco, 209 recombina...
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| Published in | Frontiers in plant science Vol. 13; p. 878267 |
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| Main Authors | , , , , , , , , , , , , , , , , , , , |
| Format | Journal Article |
| Language | English |
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Frontiers Media S.A
06.06.2022
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| Abstract | Agronomic traits such as plant height (PH), leaf number (LN), leaf length (LL), and leaf width (LW), which are closely related to yield and quality, are important in tobacco (
Nicotiana tabacum
L.). To identify quantitative trait loci (QTLs) associated with agronomic traits in tobacco, 209 recombinant inbred lines (RILs) and 537 multiparent advanced generation intercross (MAGIC) lines were developed. The biparental RIL and MAGIC lines were genotyped using a 430 K single-nucleotide polymorphism (SNP) chip assay, and their agronomic traits were repeatedly evaluated under different conditions. A total of 43 QTLs associated with agronomic traits were identified through a combination of linkage mapping (LM) and association mapping (AM) methods. Among these 43 QTLs, three major QTLs, namely
qPH13-3, qPH17-1
, and
qLW20-1
, were repeatedly identified by the use of various genetically diverse populations across different environments. The candidate genes for these major QTLs were subsequently predicted. Validation and utilization of the major QTL
qLW20-1
for the improvement of LW in tobacco were investigated. These results could be applied to molecular marker-assisted selection (MAS) for breeding important agronomic traits in tobacco. |
|---|---|
| AbstractList | Agronomic traits such as plant height (PH), leaf number (LN), leaf length (LL), and leaf width (LW), which are closely related to yield and quality, are important in tobacco (
Nicotiana tabacum
L.). To identify quantitative trait loci (QTLs) associated with agronomic traits in tobacco, 209 recombinant inbred lines (RILs) and 537 multiparent advanced generation intercross (MAGIC) lines were developed. The biparental RIL and MAGIC lines were genotyped using a 430 K single-nucleotide polymorphism (SNP) chip assay, and their agronomic traits were repeatedly evaluated under different conditions. A total of 43 QTLs associated with agronomic traits were identified through a combination of linkage mapping (LM) and association mapping (AM) methods. Among these 43 QTLs, three major QTLs, namely
qPH13-3, qPH17-1
, and
qLW20-1
, were repeatedly identified by the use of various genetically diverse populations across different environments. The candidate genes for these major QTLs were subsequently predicted. Validation and utilization of the major QTL
qLW20-1
for the improvement of LW in tobacco were investigated. These results could be applied to molecular marker-assisted selection (MAS) for breeding important agronomic traits in tobacco. Agronomic traits such as plant height (PH), leaf number (LN), leaf length (LL), and leaf width (LW), which are closely related to yield and quality, are important in tobacco (Nicotiana tabacum L.). To identify quantitative trait loci (QTLs) associated with agronomic traits in tobacco, 209 recombinant inbred lines (RILs) and 537 multiparent advanced generation intercross (MAGIC) lines were developed. The biparental RIL and MAGIC lines were genotyped using a 430 K single-nucleotide polymorphism (SNP) chip assay, and their agronomic traits were repeatedly evaluated under different conditions. A total of 43 QTLs associated with agronomic traits were identified through a combination of linkage mapping (LM) and association mapping (AM) methods. Among these 43 QTLs, three major QTLs, namely qPH13-3, qPH17-1, and qLW20-1, were repeatedly identified by the use of various genetically diverse populations across different environments. The candidate genes for these major QTLs were subsequently predicted. Validation and utilization of the major QTL qLW20-1 for the improvement of LW in tobacco were investigated. These results could be applied to molecular marker-assisted selection (MAS) for breeding important agronomic traits in tobacco.Agronomic traits such as plant height (PH), leaf number (LN), leaf length (LL), and leaf width (LW), which are closely related to yield and quality, are important in tobacco (Nicotiana tabacum L.). To identify quantitative trait loci (QTLs) associated with agronomic traits in tobacco, 209 recombinant inbred lines (RILs) and 537 multiparent advanced generation intercross (MAGIC) lines were developed. The biparental RIL and MAGIC lines were genotyped using a 430 K single-nucleotide polymorphism (SNP) chip assay, and their agronomic traits were repeatedly evaluated under different conditions. A total of 43 QTLs associated with agronomic traits were identified through a combination of linkage mapping (LM) and association mapping (AM) methods. Among these 43 QTLs, three major QTLs, namely qPH13-3, qPH17-1, and qLW20-1, were repeatedly identified by the use of various genetically diverse populations across different environments. The candidate genes for these major QTLs were subsequently predicted. Validation and utilization of the major QTL qLW20-1 for the improvement of LW in tobacco were investigated. These results could be applied to molecular marker-assisted selection (MAS) for breeding important agronomic traits in tobacco. Agronomic traits such as plant height (PH), leaf number (LN), leaf length (LL), and leaf width (LW), which are closely related to yield and quality, are important in tobacco (Nicotiana tabacum L.). To identify quantitative trait loci (QTLs) associated with agronomic traits in tobacco, 209 recombinant inbred lines (RILs) and 537 multiparent advanced generation intercross (MAGIC) lines were developed. The biparental RIL and MAGIC lines were genotyped using a 430 K single-nucleotide polymorphism (SNP) chip assay, and their agronomic traits were repeatedly evaluated under different conditions. A total of 43 QTLs associated with agronomic traits were identified through a combination of linkage mapping (LM) and association mapping (AM) methods. Among these 43 QTLs, three major QTLs, namely qPH13-3, qPH17-1, and qLW20-1, were repeatedly identified by the use of various genetically diverse populations across different environments. The candidate genes for these major QTLs were subsequently predicted. Validation and utilization of the major QTL qLW20-1 for the improvement of LW in tobacco were investigated. These results could be applied to molecular marker-assisted selection (MAS) for breeding important agronomic traits in tobacco. |
| Author | Sun, Ying Ren, Min Yang, Jun Meng, He Jiang, Zipeng Sun, Kefan Wen, Liuying Yang, Aiguo Si, Huan Liu, Dan Liu, Yutong Luo, Zhaopeng Cheng, Lirui Pan, Xuhao Zhang, Jianfeng Xiao, Zhiliang Pan, Yi Feng, Quanfu Yuan, Guangdi Jiang, Caihong |
| AuthorAffiliation | 3 School of Agriculture, Yunnan University , Kunming , China 2 Zhengzhou Tobacco Research Institute, China Tobacco Gene Research Centre , Zhengzhou , China 1 Key Laboratory of Tobacco Improvement and Biotechnology, Tobacco Research Institute, Chinese Academy of Agricultural Sciences , Qingdao , China |
| AuthorAffiliation_xml | – name: 1 Key Laboratory of Tobacco Improvement and Biotechnology, Tobacco Research Institute, Chinese Academy of Agricultural Sciences , Qingdao , China – name: 3 School of Agriculture, Yunnan University , Kunming , China – name: 2 Zhengzhou Tobacco Research Institute, China Tobacco Gene Research Centre , Zhengzhou , China |
| Author_xml | – sequence: 1 givenname: Yutong surname: Liu fullname: Liu, Yutong – sequence: 2 givenname: Guangdi surname: Yuan fullname: Yuan, Guangdi – sequence: 3 givenname: Huan surname: Si fullname: Si, Huan – sequence: 4 givenname: Ying surname: Sun fullname: Sun, Ying – sequence: 5 givenname: Zipeng surname: Jiang fullname: Jiang, Zipeng – sequence: 6 givenname: Dan surname: Liu fullname: Liu, Dan – sequence: 7 givenname: Caihong surname: Jiang fullname: Jiang, Caihong – sequence: 8 givenname: Xuhao surname: Pan fullname: Pan, Xuhao – sequence: 9 givenname: Jun surname: Yang fullname: Yang, Jun – sequence: 10 givenname: Zhaopeng surname: Luo fullname: Luo, Zhaopeng – sequence: 11 givenname: Jianfeng surname: Zhang fullname: Zhang, Jianfeng – sequence: 12 givenname: Min surname: Ren fullname: Ren, Min – sequence: 13 givenname: Yi surname: Pan fullname: Pan, Yi – sequence: 14 givenname: Kefan surname: Sun fullname: Sun, Kefan – sequence: 15 givenname: He surname: Meng fullname: Meng, He – sequence: 16 givenname: Liuying surname: Wen fullname: Wen, Liuying – sequence: 17 givenname: Zhiliang surname: Xiao fullname: Xiao, Zhiliang – sequence: 18 givenname: Quanfu surname: Feng fullname: Feng, Quanfu – sequence: 19 givenname: Aiguo surname: Yang fullname: Yang, Aiguo – sequence: 20 givenname: Lirui surname: Cheng fullname: Cheng, Lirui |
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| Cites_doi | 10.1038/s41598-018-22657-3 10.3724/SP.J.1006.2012.01407 10.16288/j.yczz.2006.03.013 10.1016/j.cj.2017.12.002 10.3864/j.issn.0578-1752.2014.08.011 10.1093/bioinformatics/btm308 10.1007/s41348-017-0132-6 10.1038/ncomms4833 10.1186/s13059-019-1648-9 10.1371/journal.pgen.1000551 10.1007/s11032-006-9019-0 10.3969/j.issn.1007-5119.2013.03.14 10.1270/jsbbs.15129 10.1111/pbi.12895 10.1016/j.plantsci.2019.04.023 10.1046/j.1365-2540.1998.00500.x 10.1007/s10681-013-0879-1 10.1104/pp.104.039669 10.1016/j.cj.2015.01.001 10.1021/jf903256h 10.1016/j.pbi.2008.01.002 10.1186/1939-8433-6-11 10.16175/j.cnki.1009-4229.2016.11.055 10.1093/jhered/93.1.77 10.1007/s00122-015-2560-7 10.2135/cropsci1984.0011183X002400040063x 10.13271/j.mpb.017.006047 10.16135/j.issn1002-0861 10.16288/j.yczz.2000.06.013 10.3390/agronomy9030119 10.1016/j.fcr.2016.02.004 10.15835/nbha4027169 10.1111/pbi.12282 10.1186/s12864-017-3791-6 10.1007/s10681-018-2244-x 10.2135/cropsci2014.05.0404 10.1023/A:1009651919792 10.5897/AJB09.1605 10.3969/mpb.010.000201 10.1186/s13059-015-0713-2 10.4141/cjps79-016 10.1007/s00122-011-1578-8 |
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| Copyright | Copyright © 2022 Liu, Yuan, Si, Sun, Jiang, Liu, Jiang, Pan, Yang, Luo, Zhang, Ren, Pan, Sun, Meng, Wen, Xiao, Feng, Yang and Cheng. Copyright © 2022 Liu, Yuan, Si, Sun, Jiang, Liu, Jiang, Pan, Yang, Luo, Zhang, Ren, Pan, Sun, Meng, Wen, Xiao, Feng, Yang and Cheng. 2022 Liu, Yuan, Si, Sun, Jiang, Liu, Jiang, Pan, Yang, Luo, Zhang, Ren, Pan, Sun, Meng, Wen, Xiao, Feng, Yang and Cheng |
| Copyright_xml | – notice: Copyright © 2022 Liu, Yuan, Si, Sun, Jiang, Liu, Jiang, Pan, Yang, Luo, Zhang, Ren, Pan, Sun, Meng, Wen, Xiao, Feng, Yang and Cheng. – notice: Copyright © 2022 Liu, Yuan, Si, Sun, Jiang, Liu, Jiang, Pan, Yang, Luo, Zhang, Ren, Pan, Sun, Meng, Wen, Xiao, Feng, Yang and Cheng. 2022 Liu, Yuan, Si, Sun, Jiang, Liu, Jiang, Pan, Yang, Luo, Zhang, Ren, Pan, Sun, Meng, Wen, Xiao, Feng, Yang and Cheng |
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| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Reviewed by: Zhiming Zhang, Shandong Agricultural University, China; Donghai Mao, Institute of Subtropical Agriculture (CAS), China These authors have contributed equally to this work This article was submitted to Plant Development and EvoDevo, a section of the journal Frontiers in Plant Science Edited by: Shengjun Li, Qingdao Institute of Bioenergy and Bioprocess Technology (CAS), China |
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| References | Mohan (B20) 1997; 3 Sun (B28) 2018; 214 Xiao (B38) 2006; 3 Edwards (B9) 2017; 18 Wang (B34) 2014; 47 Tong (B31) 2016; 66 Zhang (B41) 2017; 50 Gholizadeh (B10) 2012; 40 Wang (B35) 2010; 9 Tong (B30) 2012; 38 Meng (B19) 2016; 189 Vijay (B32) 2010; 58 Sierro (B25) 2014; 5 Meng (B18) 2015; 3 Xu (B39) 2000; 6 Stavely (B27) 1984; 24 Bradbury (B4) 2007; 23 Song (B26) 2019; 18 Bandillo (B1) 2013; 6 Remington (B23) 2004; 135 Kearsey (B13) 1998; 80 Shah (B24) 2018; 125 Cheng (B8) 2015; 55 Bindler (B2) 2011; 123 Julio (B12) 2006; 18 Yin (B40) 2015; 128 Ogawa (B21) 2018; 8 Cheng (B7) 2013; 34 Tan (B29) 2012; 10 White (B36) 1979; 59 Campanelli (B5) 2019; 9 Li (B16) 2013; 192 Bossa-Castro (B3) 2018; 16 Kover (B14) 2009; 5 Cavanagh (B6) 2008; 11 Pascual (B22) 2014; 13 Li (B17) 2019; 20 Xiang (B37) 2016; 17 Zhang (B42) 2018; 6 Voorrips (B33) 2002; 93 Holland (B11) 2015; 16 Li (B15) 2019; 285 |
| References_xml | – volume: 8 start-page: 4379 year: 2018 ident: B21 article-title: Haplotype-based allele mining in the Japan-MAGIC rice population publication-title: Sci. Rep doi: 10.1038/s41598-018-22657-3 – volume: 38 start-page: 1407 year: 2012 ident: B30 article-title: Mapping of quantitative trait loci underlying six agronomic traits in flue-cured tobacco (Nicotiana tabacum L.) publication-title: Acta Agronomica Sinica doi: 10.3724/SP.J.1006.2012.01407 – volume: 3 start-page: 317 year: 2006 ident: B38 article-title: Genetic and correlation analysis for agronomic traits in flue-cured tobacco (Nicotiana tabacum L.) publication-title: Hereditas doi: 10.16288/j.yczz.2006.03.013 – volume: 6 start-page: 282 year: 2018 ident: B42 article-title: Identification of stably expressed QTL for resistance to black shank disease in tobacco (Nicotiana tabacum L.) line Beinhart1000-1 publication-title: Crop J doi: 10.1016/j.cj.2017.12.002 – volume: 47 start-page: 1550 year: 2014 ident: B34 article-title: Molecular mapping and candidate gene analysis for heavy netting gene (H) of mature fruit of cucumber (Cucumis sativus L.) publication-title: Sci. Agricul. Sin. doi: 10.3864/j.issn.0578-1752.2014.08.011 – volume: 23 start-page: 2633 year: 2007 ident: B4 article-title: TASSEL: software for association mapping of complex traits in diverse samples publication-title: Bioinformatics doi: 10.1093/bioinformatics/btm308 – volume: 125 start-page: 145 year: 2018 ident: B24 article-title: Genes responsible for powdery mildew resistance and improvement in wheat using molecular marker-assisted selection publication-title: J. Plant Dis. Prot doi: 10.1007/s41348-017-0132-6 – volume: 5 start-page: 3833 year: 2014 ident: B25 article-title: The tobacco genome sequence and its comparison with those of tomato and potato publication-title: Nat. Commun doi: 10.1038/ncomms4833 – volume: 20 start-page: 36 year: 2019 ident: B17 article-title: Genomic analyses of an extensive collection of wild and cultivated accessions provide new insights into peach breeding history publication-title: Genome Biol doi: 10.1186/s13059-019-1648-9 – volume: 5 start-page: e1000551 year: 2009 ident: B14 article-title: A multiparent advanced generation inter-cross to fine-map quantitative traits in Arabidopsis thaliana publication-title: PLoS Genet doi: 10.1371/journal.pgen.1000551 – volume: 18 start-page: 69 year: 2006 ident: B12 article-title: Detection of QTLs linked to leaf and lmoke properties in Nicotiana tabacum based on a study of 114 recombinant inbred lines publication-title: Mol. Breed doi: 10.1007/s11032-006-9019-0 – volume: 34 start-page: 70 year: 2013 ident: B7 article-title: Effects of different ecological factors on aroma component contents in flue-cured tobacco K326 in yunnan publication-title: Chin. Tobacco Sci. doi: 10.3969/j.issn.1007-5119.2013.03.14 – volume: 66 start-page: 381 year: 2016 ident: B31 article-title: Large-scale development of SSR markers in tobacco and construction of a linkage map in flue-cured tobacco publication-title: Breed. Sci doi: 10.1270/jsbbs.15129 – volume: 16 start-page: 1559 year: 2018 ident: B3 article-title: Allelic variation for broad-spectrum resistance and susceptibility to bacterial pathogens identified in a rice MAGIC population publication-title: Plant Biotechnol. J doi: 10.1111/pbi.12895 – volume: 285 start-page: 1 year: 2019 ident: B15 article-title: Comprehensive expression analysis of Arabidopsis GA2-oxidase genes and their functional insights publication-title: Plant Sci doi: 10.1016/j.plantsci.2019.04.023 – volume: 80 start-page: 137 year: 1998 ident: B13 article-title: QTL analysis in plants; where are we now? publication-title: Heredity doi: 10.1046/j.1365-2540.1998.00500.x – volume: 192 start-page: 77 year: 2013 ident: B16 article-title: Development and evaluation of multi-genotype varieties of rice derived from MAGIC lines publication-title: Euphytica doi: 10.1007/s10681-013-0879-1 – volume: 135 start-page: 1738 year: 2004 ident: B23 article-title: Contrasting modes of diversification in the Aux/IAA and ARF gene families publication-title: Plant Physiol doi: 10.1104/pp.104.039669 – volume: 3 start-page: 269 year: 2015 ident: B18 article-title: QTL IciMapping: integrated software for genetic linkage map construction and quantitative trait locus mapping in biparental populations publication-title: Crop J doi: 10.1016/j.cj.2015.01.001 – volume: 58 start-page: 294 year: 2010 ident: B32 article-title: Analysis of a Nicotiana tabacum L. genomic region controlling two leaf surface chemistry traits publication-title: J. Agric. Food Chem doi: 10.1021/jf903256h – volume: 11 start-page: 215 year: 2008 ident: B6 article-title: From mutations to MAGIC: resources for gene discovery, validation and delivery in crop plants publication-title: Curr. Opin. Plant Biol doi: 10.1016/j.pbi.2008.01.002 – volume: 6 start-page: 11 year: 2013 ident: B1 article-title: Multiparent advanced generation inter-cross (MAGIC) populations in rice: progress and potential for genetics research and breeding publication-title: Rice doi: 10.1186/1939-8433-6-11 – volume: 17 start-page: 2668 year: 2016 ident: B37 article-title: Effects of tobacco-rice continuous cropping years on soil physicochemical properties and tobacco yield and quality. J. Agr. Sci publication-title: Tech-Iran doi: 10.16175/j.cnki.1009-4229.2016.11.055 – volume: 93 start-page: 77 year: 2002 ident: B33 article-title: MapChart: software for the graphical presentation of linkage maps and QTLs publication-title: J. Hered doi: 10.1093/jhered/93.1.77 – volume: 128 start-page: 1969 year: 2015 ident: B40 article-title: Genetic dissection on rice grain shape by the two-dimensional image analysis in one japonica × indica population consisting of recombinant inbred lines publication-title: Theor. Appl. Genet doi: 10.1007/s00122-015-2560-7 – volume: 24 start-page: 830 year: 1984 ident: B27 article-title: Registration of bel921 brown spot resistant flue-cured tobacco germplasm publication-title: Crop Sci doi: 10.2135/cropsci1984.0011183X002400040063x – volume: 18 start-page: 6047 year: 2019 ident: B26 article-title: Dynamic QTL analysis of leaf number and leaf area in tobacco at different developmental stages publication-title: Mol. Plant Breed doi: 10.13271/j.mpb.017.006047 – volume: 50 start-page: 1 year: 2017 ident: B41 article-title: Genetic diversities of 24 tobacco cultivars analyzed by SNP publication-title: Tobacco Sci. Technol. doi: 10.16135/j.issn1002-0861 – volume: 6 start-page: 395 year: 2000 ident: B39 article-title: Analysis of genetic effects of major agronomic and quality characters in tobacco (Nicotiana tabaccum L.) publication-title: Hereditas doi: 10.16288/j.yczz.2000.06.013 – volume: 9 start-page: 119 year: 2019 ident: B5 article-title: Multi-parental advances generation inter-cross population, to develop organic tomato genotypes by participatory plant breed publication-title: Agron. J doi: 10.3390/agronomy9030119 – volume: 189 start-page: 19 year: 2016 ident: B19 article-title: QTL mapping for agronomic traits using multiparent advanced generation inter-cross (MAGIC) populations derived from diverse elite indica rice lines publication-title: Field Crops Res doi: 10.1016/j.fcr.2016.02.004 – volume: 40 start-page: 247 year: 2012 ident: B10 article-title: Molecular characterization and similarity relationships among flue-cured tobacco (Nicotiana tabacum L.) genotypes using simple sequence repeat markers publication-title: Not. Bot. Horti. Agrobo doi: 10.15835/nbha4027169 – volume: 13 start-page: 565 year: 2014 ident: B22 article-title: Potential of a tomato MAGIC population to decipher the genetic control of quantitative traits and detect causal variants in the resequencing era publication-title: Plant Biotechnol. J doi: 10.1111/pbi.12282 – volume: 18 start-page: 448 year: 2017 ident: B9 article-title: A reference genome for Nicotiana tabacum enables map-based cloning of homeologous loci implicated in nitrogen utilization efficiency publication-title: BMC Genom doi: 10.1186/s12864-017-3791-6 – volume: 214 start-page: 195 year: 2018 ident: B28 article-title: Identification of a major QTL affecting resistance to brown spot in tobacco (Nicotiana tabacum L.) via linkage and association mapping methods publication-title: Euphytica doi: 10.1007/s10681-018-2244-x – volume: 55 start-page: 641 year: 2015 ident: B8 article-title: Quantitative trait loci mapping for plant height in tobacco using linkage and association mapping methods publication-title: Crop Sci doi: 10.2135/cropsci2014.05.0404 – volume: 3 start-page: 87 year: 1997 ident: B20 article-title: Genome mapping, molecular markers and marker-assisted selection in crop plants publication-title: Mol. Breed doi: 10.1023/A:1009651919792 – volume: 9 start-page: 6626 year: 2010 ident: B35 article-title: Insect-resistance and high-yield transgenic tobacco obtained by molecular breeding technology publication-title: African J. Biotechnol doi: 10.5897/AJB09.1605 – volume: 10 start-page: 201 year: 2012 ident: B29 article-title: QTLs analysis of the easy curing potential in flue-cured tobacco publication-title: Mol. Plant Breed doi: 10.3969/mpb.010.000201 – volume: 16 start-page: 163 year: 2015 ident: B11 article-title: MAGIC maize: a new resource for plant genetics publication-title: Genome Biol doi: 10.1186/s13059-015-0713-2 – volume: 59 start-page: 111 year: 1979 ident: B36 article-title: Correlation studies among and between agronomic, chemical, physical and smoke characteristics in flue-cured tobacco (Nicotiana tabacum L.) publication-title: Can. J. Plant Sci doi: 10.4141/cjps79-016 – volume: 123 start-page: 219 year: 2011 ident: B2 article-title: A high density genetic map of tobacco (Nicotiana tabacum L.) obtained from large scale microsatellite marker development publication-title: Theor. Appl. Genet doi: 10.1007/s00122-011-1578-8 |
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| SubjectTerms | agronomic traits MAGIC population Plant Science QTL RIL population tobacco |
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| Title | Identification of QTLs Associated With Agronomic Traits in Tobacco via a Biparental Population and an Eight-Way MAGIC Population |
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