Abstract
Dry matter accumulation (DMA) and photosynthetic capacity are important traits that influence biological yield and ultimate grain yield in wheat. In this study, quantitative trait loci (QTLs) analyses for DMA of stem, leaves, total plant and photosynthesis traits (Fv/Fm) at the jointing and anthesis stages were studied, using a set of 168 doubled haploid lines (DHLs) derived from the cross Huapei 3 (HP3)/Yumai 57 (YM57). QTL analyses were performed using QTL-Network 2.0 software based on the mixed linear model approach. A total of 18 additive QTLs and 12 pairs of epistatic QTLs were distributed on 16 of the 21 chromosomes. Most of the additive QTLs associated with DMA co-located in the same or adjacent chromosome intervals with QTLs for grain yield and related traits. A major locus Qculmc.sau-5D.1 (14.2%) close to the molecular marker Xwmc215 detected at the jointing stage was shared by QTLs for heading date and vernalization sensitivity, indicating tight linkages or pleiotropisms. One pair of epistatic QTLs, Qleavesc.sau-4A and Qleavesc.sau- 6B, explained 13.11% of the phenotypic variation at anthesis. All QTL × environment interactions were detected at the jointing stage, showing the importance of the jointing stage in determining the final outcome of plant development.
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Börner A, Schumann E, Fürste A, Cöster H et al (2002) Mapping of quantitative trait loci determining agronomically important characters in hexaploid wheat (Triticum aestivum L.). Theor Appl Genet 105:921–936
Breseghello F, Sorrells ME (2007) QTL analysis of kernel size and shape in two hexaploid wheat (Triticum astivum L.) mapping populations. Field Crop Res 101:172–179
Campbell BT, Baenziger PS, Gill KS, Eskridge KM et al (2003) Identification of QTLs and environmental interactions associated with agronomic traits on chromosome 3A of wheat (Triticum astivum L.). Crop Sci 43:1493–1505
Dau H (1994) Molecular mechanisms and quantitative models of variable Photosystem II fluorescence. Photochem Photobiol 60:1–23
Diab AA, Teulat-Merah B, This D, Ozturk NZ, Benscher D, Sorrells ME (2004) Identification of drought-inducible genes and differentially expressed sequence tags in barley (Hordeum vulgare L.). Theor Appl Genet 109:1417–1425
Doerge RW (2002) Multifactorial genetics: mapping and analysis of quantitative trait loci in 239 experimental populations. Nat Rev 3:43–52
Fracheboud Y, Jompuk C, Ribaut JM, Stamp P, Leipner J (2004) Genetic analysis of cold-tolerance of photosynthesis in maize (Zea mays L.). Plant Mol Biol 56:241–253
Guo CQ, Bai ZA, Liao PA, Jin WK (2004) New high quality and yield wheat (Triticum aestivum L.) variety Yumai 57. China Seed Ind 4:54
Guo PG, Baum M, Varshney RK, Graner A et al (2008) QTLs for chlorophyll and chlorophyll fluorescence parameters in barley (Hordeum vulgare L.) under post-flowering drought. Euphytica 163:203–214
Hai Y, Kang MH (2007) Breeding of a new wheat (Triticum aestivum L.) variety Huapei 3 with high yield and early maturing. Henan Agri Sci 5:36–37
Huang XQ, Cöster H, Ganal MW, Röder MS (2003) Advanced backcross QTL analysis for the identification of quantitative trait loci alleles from wild relatives of wheat (Triticum aestivum L). Theor Appl Genet 106:1379–1389
Juenger T, Mckay JK, Hausmann N, Keurentjes JJB et al (2005) Identification and characterization of QTL underlying wholeplant physiology in Arabidopsis thaliana: δ13C, stomatal conductance and transpiration efficiency. Plant Cell Environ 28:1–12
Katsura K, Maeda S, Horie T, Shiraiwa T (2007) Analysis of yield attributes and crop physiological traits of Liangyoupeijiu, a hybrid rice (Oryza sativa L.) recently bred in China. Field Crop Res 103:170–177
Krause GH, Weiss E (1991) Chlorophyll fluorescence and photosynthesis: the basics. Annu Rev Plant Physiol Plant Mol Biol 42:313–349
Kusutani A, Ueda K, Asanuma K, Toyota M (1999) Studies on varietal difference in yielding ability in rice (Oryza sativa L.). Relationship between source-sink ratio and yield. Jpn J Crop Sci 68:21–28
Leipner J, Jompuk C, Camp KH, Stamp P, Fracheboud Y (2008) QTL studies reveal little relevance of chilling-related seedling traits for yield in maize (Zea mays L.). Theor Appl Genet 116:555–562
Nagata K, Yoshinaga S, Takanashi J, Terao T (2001) Effects of dry matter production, translocation of nonstructural carbohydrates and nitrogen application on grain filling in rice (Oryza sativa L.) cultivar Takanari, a cultivar bearing a large number of spikelets. Plant Prod Sci 4:173–183
Nagata K, Shimizu H, Terao T et al (2002) Quantitative trait loci for nonstructural carbohydrate accumulation in leaf and culms of rice (Oryza sativa L.) and their effects on grain filling. Breed Sci 52:275–283
Pelleschi S, Leonardi A, Rocher JP, Cornic G et al (2006) Analysis of the relationships between growth, photosynthesis and carbohydrate metabolism using quantitative trait loci (QTL) in young maize (Zea mays L.) plants subjected to water deprivation. Mol Breed 17:21–39
Pimantel C, Davey PA, Juvik JA, Long SP (2005) Gene loci in maize (Zea mays L.) influencing susceptibility to chilling dependent photoinhibition of photosynthesis. Photosynth Res 85:319–326
Quarrie SA, Steed A, Calestani C, Semikhodskii A et al (2005) A high-density genetic map of hexaploid wheat(Triticum aestivum L.) from the cross Chinese Spring × SQ1 and its use to compare QTLs for grain yield across a range of environments. Theor Appl Genet 110:865–880
Ritter KB, Jordan DR, Chapman SC, Godwin ID et al (2008) Identification of QTL for sugar-related traits in a sweet × grain sorghum (Sorghum bicolor L. Moench) recombinant inbred population. Mol Breed 22:367–384
Somers D, Isaac JP, Edwards K (2004) A high-density microsatellite consensus map for bread wheat (Triticum aestivum L.). Theor Appl Genet 109:1105–1114
Su JY, Tong YP, Liu QY, Li B et al (2006) Mapping quantitative trait loci for post-anthesis dry matter accumulation in wheat (Triticum aestivum L.). J Integr Plant Biol 48:938–944
Sumi A, Hakoyama S, Weng JH, Agata W, Takeda T (1996) Analysis of plant characteristics determining ear weight increase during the ripening period in rice (Oryza sativa L.). Jpn J Crop Sci 65:214–221
Takai T, Fukuta Y, Shiraiwa T, Horie T (2005) Time-related mapping of quantitative trait loci controlling grain-filling in rice (Oryza sativa L.). J Exp Bot 56:2107–2118
Tambussi EA, Nogués S, Araus JL (2005) Ear of durum wheat under water stress: water relations and photosynthetic metabolism. Planta 221:446–458
Ungerer MC, Halldorsdottir SS, Purugganan MD, Mackay TFC (2003) Genotype-environment interactions at quantitative trait loci affecting inflorescence development in Arabidopsis thaliana. Genetics 165:353–365
Verma V, Foulkes MJ, Worland AJ, Sylvester-Bradley R et al (2004) Mapping quantitative trait loci for flag leaf senescence as a yield determinant in winter wheat (Triticum aestivum L.) under optimal and drought stressed environments. Euphytica 135:255–263
Vreugdenhil D, Koornneef M, Sergeeva L (2007) Use of QTL analysis in physiological research. Russ J Plant Physiol 54:15–21
Wang DL, Zhu J, Li ZK, Paterson AH (1999) Mapping QTLs with epistatic effects and QTL × environment interactions by mixed linear model approaches. Theor Appl Genet 99:1255–1264
Wardlaw IF (1990) The control of carbon partitioning in plants. New Phytol 116:341–381
Yang J, Zhu J (2005) Predicting superior genotypes in multiple environments based on QTL effects. Theor Appl Genet 110:1268–1274
Yang DL, Jing RL, Chang XP, Li W (2007a) Quantitative trait loci mapping for chlorophyll fluorescence and associated traits in wheat (Triticum aestivum L.). J Integr Plant Biol 49:646–654
Yang DL, Jing RL, Chang XP, Li W (2007b) Identification of quantitative trait loci and environmental interactions for accumulation and remobilization of water-soluble carbohydrates in wheat (Triticum aestivum L.) stems. Genetics 176:571–584
Zhang KP, Tian JC, Zhao L, Wang SS (2008) Mapping QTLs with epistatic effects and QTL × environment interactions for plant height using a doubled haploid population in cultivated wheat (Triticum aestivum L.). J Genet Genomics 35:119–127
Zhang KP, Tian JC, Zhao L, Liu B, Chen GF (2009) Detection of quantitative trait loci for heading date based on the doubled haploid progeny of two elite Chinese wheat (Triticum aestivum L.) cultivars. Genetica 135:257–265
Acknowledgements
This research was supported by the State Key Basic Research and Development Plan of China (973, 2009CB118301) and the Hi-Tech Research and Development (863) Program of China (2006AA10Z1E9). Thanks are due to Professor Yan Hai (Henan Academy of Agricultural Sciences, Zhengzhou) for kindly providing the research materials and to Dr. C.E. Walker, Kansas State University, USA, for constructive advice and language editing.
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Jichun Tian and Shijie Zhao contributed equally to this work.
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Liang, Y., Zhang, K., Zhao, L. et al. Identification of chromosome regions conferring dry matter accumulation and photosynthesis in wheat (Triticum aestivum L.). Euphytica 171, 145–156 (2010). https://doi.org/10.1007/s10681-009-0024-3
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DOI: https://doi.org/10.1007/s10681-009-0024-3