Abstract
Key message
The temporal and spatial expression patterns of stable QTL for plant height and their influences on yield were characterized.
Abstract
Plant height (PH) is a complex trait in wheat (Triticum aestivum L.) that includes the spike length (SL) and the internode lengths from the first to the fifth internode, which are counted from the top and abbreviated as FIRITL, SECITL, THIITL, FOUITL, and FIFITL, respectively. This study identified eight putative additive quantitative trait loci (QTL) for PH. In addition, unconditional and conditional QTL mapping were used to analyze the temporal and spatial expression patterns of five stable QTL for PH. qPh-3A mainly regulated SL, FIRITL, and FIFITL to affect PH during the booting–heading stage (BS–HS); qPh-3D regulated all internode lengths to affect PH, especially during the BS–HS; before HS, qPh-4B mainly affected FIRITL, SECITL, THIITL, and FOUITL and qPh-5A.1 mainly affected SECITL, THIITL, and FOUITL to regulate PH; and qPh-6B mainly regulated FIRITL to affect the PH after the booting stage (BS). qPhdv-4B, a QTL for the response of PH to nitrogen stress, was stable and co-localized with qPh-4B. All five stable QTL, except for qPh-3A, were related to the 1000 kernel weight and yield per plant. Regions of qPh-3A, qPh-3D, qPh-4B, qPh-5A.1, and qPh-6B showed synteny to parts of rice chromosomes 1, 1, 3, 9, and 2, respectively. Based on comparative genomics analysis, Rht-B1b was cloned and mapped in the CI of qPh-4B. This report provides useful information for fine mapping of the stable QTL for PH and the genetic improvement of wheat plant type.
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Abbreviations
- PH:
-
Plant height
- PHC:
-
Plant height components
- SL:
-
Spike length
- SEL:
-
Spike extension length
- FIRITL:
-
The first internode length from the top
- SECITL:
-
The second internode length from the top
- THIITL:
-
The third internode length from the top
- FOUITL:
-
The fourth internode length from the top
- FIFITL:
-
The fifth internode length from the top
- JS:
-
Jointing stage
- BS:
-
Booting stage
- HS:
-
Heading stage
- PVE:
-
Phenotypic variance explanation
- H (L) N:
-
High (Low) nitrogen
- PHDV:
-
The difference PH values for each line in each trial between the HN and LN
- YRT:
-
Yield-related trait
- SPP:
-
Spikes per plant
- KNPS:
-
Kernel number per spike
- YPP:
-
Yield per plant
- TKW:
-
1000 kernel weight
References
Achard P, Cheng H, De Grauwe L, Decat J, Schoutteten H, Moritz T, Van Der Straeten D, Peng J, Harberd NP (2006) Integration of plant responses to environmentally activated phytohormonal signals. Science 311:91–94
Ali ML, Baenziger PS, Ajlouni ZA, Campbell BT, Gill KS, Eskridge KM, Mujeeb-Kazi A, Dweikat I (2011) Mapping QTL for agronomic traits on wheat chromosome 3 A and a comparison of recombinant inbred chromosome line populations. Crop Sci 5:553–556
Arcade A, Labourdette A, Falque M, Mangin B, Chardon F, Charcosset A, Joets J (2004) BioMercator: integrating genetic maps and QTL towards discovery of candidate genes. Bioinformatics 20:2324–2326
Azadi A, Mardi M, Hervan EM, Mohammadi SA, Moradi F, Tabatabaee MT, Pirseyedi SM, Ebrahimi M, Fayaz F, Kazemi M, Ashkani S, Nakhoda B, Mohammadi-Nejad G (2015) QTL mapping of yield and yield components under normal and salt-stress conditions in bread wheat (Triticum aestivum L.). Plant Mol Biol Rep 33:102–120
Bai C, Liang Y, Hawkesford MJ (2013) Identification of QTL associated with seedling root traits and their correlation with plant height in wheat. J Exp Bot 64:1745–1753
Börner A, Röder M, Korzun V (1997) Comparative molecular mapping of GA insensitive Rht loci on chromosomes 4B and 4D of common wheat (Triticum aestivum L.). Theor Appl Genet 95:1133–1137
Börner A, Schumann E, Fürste A, Cöster H, Leithold B, Röder MS, Weber W (2002) Mapping of quantitative trait loci determining agronomic important characters in hexaploid wheat (Triticum aestivum L.). Theor Appl Genet 105:921–936
Cadalen T, Sourdille P, Charmet G, Tixier MH, Gay G, Boeuf C, Bernard S, Leroy P, Bernard M (1998) Molecular markers linked to genes affecting plant height in wheat using a doubled-haploid population. Theor Appl Genet 96:933–940
Cao G, Zhu J, He C, Gao Y, Yan J, Wu P (2001) Impact of epistasis and QTL × environment interaction on the developmental behavior of plant height in rice (Oryza sativa L.). Theor Appl Genet 103:153–160
Cavanagh C, Chao S, Wang S, Huang B, Stephen S, Kiani S, Forrest K, Saintenac C, Brown-Guedira G, Akhunova A, See D, Bai G, Pumphrey M, Tomar L, Wong D, Kong S, Reynolds M, Silva M, Bockelman H, Akhunov E (2013) Genome-wide comparative diversity uncovers multiple targets of selection for improvement in hexaploid wheat landraces and cultivars. Proc Natl Acad Sci USA 110:8057–8062
Chen L, Phillips AL, Condon AG, Parry MA, Hu YG (2013) GA-responsive dwarfing gene Rht12 affects the developmental and agronomic traits in common bread wheat. PLoS One 8:e62285
Chen WY, Liu ZM, Deng GB, Pan ZF, Liang JJ, Zeng XQ, Tashi NM, Long H, Yu MQ (2014) Genetic relationship between lodging and lodging components in barley (Hordeum vulgare) based on unconditional and conditional quantitative trait locus analyses. Genet Mol Res 13:1909–1925
Chen S, Gao R, Wang H, Wen M, Xiao J, Bian N, Zhang R, Hu W, Cheng S, Bie T, Wang X (2015) Characterization of a novel reduced height gene (Rht23) regulating panicle morphology and plant architecture in bread wheat. Euphytica 203:583–594
Chu CG, Xu SS, Friesen TL, Faris JD (2008) Whole genome mapping in a wheat doubled haploid population using SSRs and TRAPs and the identification of QTL for agronomic traits. Mol Breed 22:251–266
Cui F, Li J, Ding A, Zhao C, Wang L, Wang X, Li S, Bao Y, Li X, Feng D, Kong L, Wang H (2011) Conditional QTL mapping for plant height with respect to the length of the spike and internode in two mapping populations of wheat. Theor Appl Genet 122:1517–1536
Cui F, Fan X, Zhao C, Zhang W, Chen M, Ji J, Li J (2014) A novel genetic map of wheat: utility for mapping QTL for yield under different nitrogen treatments. BMC Genet 15:57
Cui F, Fan X, Chen M, Zhang N, Zhao C, Zhang W, Han J, Ji J, Zhao X, Yang L, Zhao Z, Tong Y, Wang T, Li J (2016) QTL detection for wheat kernel size and quality and the responses of these traits to low nitrogen stress. Theor Appl Genet 129:469–484
Ellis H, Spielmeyer W, Gale R, Rebetzke J, Richards A (2002) “Perfect” markers for the Rht-B1b and Rht-D1b dwarfing genes in wheat. Theor Appl Genet 105:1038–1042
Ellis MH, Rebetzke GJ, Azanza F, Richards RA, Spielmeyer W (2005) Molecular mapping of gibberellin-responsive dwarfing genes in bread wheat. Theor Appl Genet 111:423–430
Ellis MH, Bonnett DG, Rebetzke GJ (2007) A 192 bp allele at the Xgwm261 locus is not always associated with the Rht8 dwarfing gene in wheat (Triticum aestivum L.). Euphytica 157:209–214
Fan X, Cui F, Zhao C, Zhang W, Yang L, Zhao X, Han J, Su Q, Ji J, Zhao Z, Tong Y, Li J (2015) QTL for flag leaf size and their influence on yield-related traits in wheat (Triticum aestivum L.). Mol Breeding 35:1–16
Fu D, Uauy C, Distelfeld A, Blechl A, Epstein L, Chen X, Sela H, Fahima T, Dubcovsky J (2009) A kinase-START gene confers temperature-dependent resistance to wheat stripe rust. Science 323:1357–1360
Gale MD, Law CN, Worland AJ (1975) The chromosomal location of a major dwarfing gene from Norin 10 in new British semi-dwarf wheats. Heredity 35:417–421
Gordon A, Basler R, Bansept-Basler P, Fanstone V, Harinarayan L, Grant PK, Birchmore R, Bayles RA, Boyd LA, O’Sullivan DM (2015) The identification of QTL controlling ergot sclerotia size in hexaploid wheat implicates a role for the Rht dwarfing alleles. Theor Appl Genet 128:2447–2460
Griffiths S, Simmonds J, Leverington M, Wang Y, Fish L, Sayers L, Alibert L, Orford S, Wingen L, Snape J (2012) Meta-QTL analysis of the genetic control of crop height in elite European winter wheat germplasm. Mol Breed 29:159–171
Guo LB, Xing YZ, Mei HW, Xu CG, Shi CH, Wu P, Luo LJ (2005) Dissection of component QTL expression in yield formation in rice. Plant Breed 124:127–132
Haque M, Martinek P, Watanabe N, Kuboyama T (2011) Genetic mapping of gibberellic acid-sensitive genes for semi-dwarfism in durum wheat. Cereal Res Commun 39:171–178
Hedden P (2003) The genes of the Green revolution. Trends Genet 19:5–9
Huang XQ, Kempf H, Ganal MW, Röder MS (2004) Advanced backcross QTL analysis in progenies derived from a cross between a German elite winter wheat variety and a synthetic wheat (Triticum aestivum L.). Theor Appl Genet 109:933–943
Humbert S, Subedi S, Cohn J, Zeng B, Bi Y, Chen X, Zhu T, McNicholas P, Rothstein S (2013) Genome-wide expression profiling of maize in response to individual and combined water and nitrogen stresses. BMC Genom 14:3
Ikeda A, Ueguchi-Tanaka M, Sonoda Y, Kitano H, Koshioka M, Futsuhara Y, Matsuoka M, Yamaguchi J (2001) Slender rice, a constitutive gibberellin response mutant, is caused by a null mutation of the SLR1 gene, an ortholog of the height-regulating gene. GAI/RGA/RHT/D8. Plant Cell 13:999–1010
Ikeda A, Sonoda Y, Vernieri P, Perata P, Hirochika H, Yamaguchi J (2002) The slender rice mutant, with constitutively activated gibberellin signal transduction, has enhanced capacity for abscisic acid level. Plant Cell Physiol 43:974–979
Itoh H, Ueguchi-Tanaka M, Satol Y, Ashikari M, Matsuoka M (2002) The gibberellin signaling pathway is regulated by the appearance and disappearance of SLENDER RICE1 in nuclei. Plant Cell 14:57–70
Jia J, Zhao S, Kong X et al (2013) Aegilops tauschii draft genome sequence reveals a gene repertoire for wheat adaptation. Nature 496:91–95
Kato K, Miura H, Sawada S (1999) QTL mapping of genes controlling ear emergence time and plant height on chromosome 5 A of wheat. Theor Appl Genet 98:472–477
Keller M, Karutz C, Schmid JE, Stamp P, Winzeler M, Keller B, Messmer MM (1999) Quantitative trait loci for lodging resistance in a segregating wheat × spelt population. Theor Appl Genet 98:1171–1182
Khattak GS, Ashraf M, Haq MA, McNeilly T, Rha ES (2002) Genetic basis of plant height and its degree of indetermination in mungbean (Vigna radiata (L.) Wilczek). Hereditas 137:52–56
Kosambi DD (1944) The estimation of map distances from recombination values. Ann Eugen 12:172–175
Lander E, Kruglyak L (1995) Genetic dissection of complex trait: guidelines for interpreting and reporting linkage results. Nat Genet 11:241–247
Law CN, Snape JW, Worland AJ (1973) The genetical relationship between height and yield in wheat. Heredity 40:133–151
Li HH, Ye GY, Wang JK (2007a) A modified algorithm for the improvement of composite interval mapping. Genetics 175:361–374
Li S, Jia J, Wei X, Zhang X, Li L, Chen H, Fan Y, Sun H, Zhao X, Lei T, Xu Y, Jiang F, Wang H, Li L (2007b) A intervarietal genetic map and QTL analysis for yield traits in wheat. Mol Breed 20:167–178
Li AX, Yang WL, Lou XY, Liu DC, Sun JZ, Guo XL, Wang J, Li YW, Zhan KH, Ling HQ, Zhang AM (2013) Novel natural allelic variations at the rht-1 Loci in wheat. J Integr Plant Biol 55:1026–1037
Ling HQ, Zhao S, Liu D et al (2013) Draft genome of the wheat A-genome progenitor triticum urartu. Nature 496:87–90
Liu S, Zhou R, Dong Y, Li P, Jia J (2006) Development, utilization of introgression lines using a synthetic wheat as donor. Theor Appl Genet 112:1360–1373
Liu GF, Yang J, Xu HM, Hayat Y, Zhu J (2008) Genetic analysis of grain yield conditioned on its component traits in rice (Oryza sativa L.). Aust J Agric Res 59:189–195
Liu G, Xn SB, Ni ZF, Xie CJ, Qin DD, Li J, Lu LH, Zhang JP, Peng HR, Sun QX (2011) Molecular dissection of plant height QTL using recombinant inbred lines from hybrids between common wheat (Triticum aestivum L.) and spelt wheat (Triticum spelta L.). Chinese Sci Bull 13:1897–1903
Liu S, Griffey CA, Hall MD, McKendry AL, Chen J, Brooks WS, Brown-Guedira G, Van Sanford D, Schmale DG (2013) Molecular characterization of field resistance to Fusarium head blight in two US soft red winter wheat cultivars. Theor Appl Genet 126:2485–2498
Lu Q, Lillemo M, Skinnes H, He X, Shi J, Ji F, Dong Y, Bjornstad A (2015a) Anther extrusion and plant height are associated with Type I resistance to Fusarium head blight in bread wheat line ‘Shanghai-3/Catbird’. Theor Appl Genet 126:317–334
Lu Y, Xing L, Xing S, Hu P, Cui C, Zhang M, Xiao J, Wang H, Zhang R, Wang X, Chen P, Cao A (2015b) Characterization of a putative new semi-dominant reduced height gene Rht_NM9, in wheat (Triticum aestivum L.). J Genet Genom 42:685–698
Marza F, Bai GH, Carver BF, Zhou WC (2006) Quantitative trait loci for yield and related traits in the wheat population Ning7840 × Clark. Theor Appl Genet 112:688–698
McCartney CA, Somers DJ, Humphreys DG, Lukow O, Ames N, Noll J, Cloutier S, McCallum BD (2005) Mapping quantitative trait loci controlling agronomic traits in the spring wheat cross RL4452 × ‘AC domain’. Genome 48:870–883
McIntosh RA, Yamazaki Y, Dubcovsky J, Rogers WJ, Morris C, Appels R, Xia XC (2013) Catalogue of gene symbols for wheat. In: Proceedings of 12th International Wheat Genetics Symposium. In, Yokohama
Mengistu N, Baenziger PS, Eskridge KM, Dweikat I, Wegulo SN, Gill KS, Mujeeb-Kazi A (2012) Validation of QTL for grain yield-related traits on wheat chromosome 3 A using recombinant inbred chromosome lines. Crop Sci 52:1622
Pearce S, Saville R, Vaughan SP, Chandler PM, Wilhelm EP, Sparks CA, Al-Kaff N, Korolev A, Boulton MI, Phillips AL, Hedden P, Nicholson P, Thomas SG (2011) Molecular characterization of Rht-1 dwarfing genes in hexaploid wheat. Plant Physiol 157:1820–1831
Peng JR, Richards DE, Hartley NM, Murphy GP, Devos KM, Flintham JE, Beales JE, Fish LJ, Worland AJ, Pelica F, Sudhakar D, Christou P, Snape JW, Gale MD, Harberd NP (1999) ‘Green revolution genes’ encode mutant gibberellin response modulators. Nature 400:256–261
Peng ZS, Li X, Yang ZJ, Liao ML (2011) A new reduced height gene found in the tetraploid semi-dwarf wheat Landrace Aiganfanmai. Genet Mol Res 10:2349–2357
Pinthus MJ (1973) Lodging in wheat, barley and oats: the phenomenon, its causes and preventative measures. Adv Agron 25:209–263
Prashant R, Kadoo N, Desale C, Kore P, Dhaliwal HS, Chhuneja P, Gupta V (2012) Kernel morphometric traits in hexaploid wheat (Triticum aestivum L.) are modulated by intricate QTL × QTL and genotype × environment interactions. J Cereal Sci 56:432–439
Rebetzke GJ, Ellis MH, Bonnett DG, Condon AG, Falk D, Richards RA (2011) The Rht13 dwarfing gene reduces peduncle length and plant height to increase grain number and yield of wheat. Field Crops Res 124:323–331
Rota ML, Sorrells ME (2004) Comparative DNA sequence analysis of mapped wheat ESTs reveals the complexity of genome relationships between rice and wheat. Funct Integr Genom 4:34–46
Rustgi S, Shafqat MN, Kumar N, Baenziger PS, Ali ML, Dweikat I, Campbell BT, Gill KS (2013) Genetic dissection of yield and its component traits using high-density composite map of wheat chromosome 3A: bridging gaps between QTL and underlying genes. PLoS ONE 8:e70526
Saville RJ, Gosman N, Burt CJ, Makepeace J, Steed A, Corbitt M, Chandler E, Brown JK, Boulton MI, Nicholson P (2012) The ‘Green Revolution’ dwarfing genes play a role in disease resistance in Triticum aestivum and Hordeum vulgare. J Exp Botany 63:1271–1283
Snape JW, Law CN, Worland AJ (1977) Whole-chromosome analysis of height in wheat. Heredity 38:25–36
Stanca AM, Jenkins G, Hanson PR (1979) Varietal responses in spring barley to natural and artificial lodging and to a growth regulator. J Agric Sci 93:440–456
Su Z, Hao C, Wang L, Dong Y, Zhang X (2011) Identification and development of a functional marker of TaGW2 associated with grain weight in bread wheat (Triticum aestivum L.). Theor Appl Genet 122:211–233
Sun D, Li W, Zhang Z, Chen Q, Ning H, Qiu L, Sun G (2006) Quantitative trait loci analysis for the developmental behavior of soybean (Glycine max L.). Theor Appl Genet 112:665–673
Sutka J, Kovács G (1987) Chromosomal location of dwarfing gene Rht12 in wheat. Euphytica 36:521–523
Thomson MJ (2014) High-throughput SNP genotyping to accelerate crop improvement. Plant Breed Biotechnol 2:195–212
Tyagi S, Mir RR, Balyan HS, Gupta PK (2015) Interval mapping and meta-QTL analysis of grain traits in common wheat (Triticum aestivum L.). Euphytica 201:367–380
Uauy C, Distelfeld A, Fahima T, Blechl A, Dubcovsky J (2006) A NAC gene regulating senescence improves grain protein, zinc, and iron content in wheat. Science 314:1298–1301
Wang X, Yao Y, Peng H, Zhang Y, Lu L, Ni Z, Sun Q (2009) The relationship of differential expression of genes in GA biosynthesis and response pathways with heterosis of plant height in a wheat diallel cross. Chin Sci Bull 54:3029–3034
Wang Z, Wu X, Ren Q, Chang X, Li R, Jing R (2010) QTL mapping for developmental behavior of plant height in wheat (Triticum aestivum L.). Euphytica 174:447–458
Wang Z, Cui Y, Chen Y, Zhang D, Liang Y, Zhang D, Wu Q, Xie J, Ouyang S, Li D, Huang Y, Lu P, Wang G, Yu M, Zhou S, Sun Q, Liu Z (2014) Comparative genetic mapping and genomic region collinearity analysis of the powdery mildew resistance gene Pm41. Theor Appl Genet 127:1741–1751
Wang X, Wang H, Long Y, Liu L, Zhao Y, Tian J, Zhao W, Li B, Chen L, Chao H, Li M (2015) Dynamic and comparative QTL analysis for plant height in different developmental stages of Brassica napus L. Theor Appl Genet 128:1175–1192
Willige BC, Ghosh S, Nill C, Zourelidou M, Dohmann EM, Maier A, Schwechheimer C (2007) The della domain of GA INSENSITIVE mediates the interaction with the GA INSENSITIVE DWARF1A gibberellin receptor of Arabidopsis. Plant Cell 19:1209–1220
Winfield MO, Allen AM, Burridge AJ, Barker GLA, Benbow HR, Wilkinson PA, Coghill J, Waterfall C, Davassi A, Scopes G, Pirani A, WebsteR T, Brew F, Bloor C, King J, West C, Griffiths S, King I, Bentley AR, Edwards KJ (2016) High-density SNP genotyping array for hexaploid wheat and its secondary and tertiary gene pool. Plant Biotech J 14:1195–1206
Worland AJ, Law CN, Petrovic S (1990) Height reducing genes and their importance to Yugoslavian winter wheat varieties. Savremena Poljoprivreda 38:245–258
Wu X, Wang Z, Chang X, Jing R (2010) Genetic dissection of the developmental behaviours of plant height in wheat under diverse water regimes. J Exp Bot 61:2923–2937
Würschum T, Liu W, Busemeyer L, Tucker MR, Reif JC, Weissmann EA, Hahn V, Ruckelshausen A, Maurer HP (2014) Mapping dynamic QTL for plant height in triticale. BMC Genet 15:59
Yan J, Zhu J, He C, Benmoussa M, Wu P (1998) Molecular dissection of developmental behavior of PH in Rice (Oryza sativa L.). Genetics 150:1257–1265
Yang G, Xing Y, Li S, Ding J, Yue B, Deng K, Li Y, Zhu Y (2006) Molecular dissection of developmental behavior of tiller number and plant height and their relationship in rice (Oryza sativa L.). Hereditas 143:236–245
Youssefian S, Kirby EJM, Gale MD (1992a) Pleiotropic effects of the GA-insensitive Rht dwarfing genes in wheat. 1. Effects on development of the ear, stem and leaves. Field Crops Res 28:179–190
Youssefian S, Kirby EJM, Gale MD (1992b) Pleiotropic effects of the GA-insensitive Rht dwarfing genes in wheat. 2. Effects on leaf, stem, ear and floret growth. Field Crops Res 28:191–210
Yu M, Mao S, Chen G, Pu Z, Wei Y, Zheng Y (2014) QTL for uppermost internode and spike length in two wheat RIL populations and their affect upon plant height at an individual QTL level. Euphytica 200:95–108
Zhang Y, Ni Z, Yao Y, Nie X, Sun Q (2007) Gibberellins and heterosis of plant height in wheat (Triticum aestivum L.). BMC Genet 8:40
Zhang J, Hao C, Ren Q, Chang X, Liu G, Jing R (2011) Association mapping of dynamic developmental plant height in common wheat. Planta 234:891–902
Zhang J, Dell B, Biddulph B, Drake-Brockman F, Walker E, Khan N, Wong D, Hayden M, Appels R (2013) Wild-type alleles of Rht-B1 and Rht-D1 as independent determinants of thousand-grain weight and kernel number per spike in wheat. Mol Breed 32:771–783
Zhao J, Becker HC, Zhang D, Zhang Y, Ecke W (2006) Conditional QTL mapping of oil content in rapeseed with respect to protein content and traits related to plant development and grain yield. Theor Appl Genet 113:33–38
Zhu J (1995) Analysis of conditional genetic effects and variance components in developmental genetics. Genetics 141:1633–1639
Acknowledgements
This research was supported by Grants from the National Basic Research Program of China (2014CB138100), National Natural Science Foundation of China (31471573), Strategic Priority Research Program of Chinese Academy of Sciences (XDA08030107), the Youth Innovation Promotion Association (2016095), Hebei Provincial Science and Technology Research and Development Project (16226320D), and China Agriculture Research System (CARS-03-01B). We gratefully acknowledge the generous assistance and technical support from Compass Biotechnology Company (Beijing, China), and we also want to thank Miss Liu Shuai for her warm and thoughtful service.
Author Contribution Statement
Na Zhang, Fa Cui, Xiaoli Fan and Junming Li designed research; Fa Cui, Xiaoli Fan, Na Zhang, Chunhua Zhao and Mei Chen conducted genotyping of the KJ-RIL population; Fa Cui, Xiaoli Fan, Na Zhang, Chunhua Zhao, Wei Zhang, Xueqiang Zhao, Lijuan Yang, Ji Jun, Jie Han, Mei Chen, Dongcheng Liu, Yiping Tong, Zongwu Zhao and Junming Li conducted phenotyping of the KJ-RIL population; Na Zhang, Fa Cui and Xiaoli Fan analyzed data and wrote the paper; Junming Li, Aimin Zhang and Tao Wang had primary responsibility for final content. All authors read and approved the final manuscript.
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N. Zhang, X. Fan and F. Cui have contributed equally to this work.
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Zhang, N., Fan, X., Cui, F. et al. Characterization of the temporal and spatial expression of wheat (Triticum aestivum L.) plant height at the QTL level and their influence on yield-related traits. Theor Appl Genet 130, 1235–1252 (2017). https://doi.org/10.1007/s00122-017-2884-6
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DOI: https://doi.org/10.1007/s00122-017-2884-6