Hostname: page-component-cd9895bd7-gvvz8 Total loading time: 0 Render date: 2024-12-23T11:44:13.586Z Has data issue: false hasContentIssue false

Genetic dissection of flour whiteness by unconditional and conditional quantitative trait locus mapping in wheat

Published online by Cambridge University Press:  09 September 2016

Z. Y. DENG
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
W. J. LI
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
F. CHEN
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
W. Q. FANG
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
G. F. CHEN
Affiliation:
College of Ecology and Garden Architecture, Dezhou University, Dezhou, 253023, China
C. L. SUN
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
Y. X. ZHANG
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
S. Y. WANG
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
J. C. TIAN*
Affiliation:
State Key Laboratory of Crop Biology, Key Laboratory of Crop Biology of Shandong Province, Cooperation Innovation Centre of Efficient Production with High Annual Yield of Wheat and Corn, Group of Wheat Quality Breeding, Agronomy College, Shandong Agricultural University, Taian, Shandong, 271018, People's Republic of China
*
*To whom all correspondence should be addressed. Email: [email protected]

Summary

Flour whiteness (FW) is an important factor in assessing flour quality and determining the end product quality. It is an integrated sensory indicator reflecting flour colour and is negatively correlated with protein content. In order to dissect the genetic relationship between FW and its five related traits at the quantitative trait locus (QTL)/gene level, a recombinant inbred line population was evaluated under three environments. Quantitative trait loci for FW were analysed by unconditional and conditional QTL mapping. Four unconditional additive QTLs and 16 conditional additive QTLs were detected across the three environments. Of these QTLs, only one major additive QTL (Qfw1D1-1) was consistently identified using both unconditional and conditional QTL analysis. This QTL was independent of flour colour a* (a function of red-green with a positive a* for redness and negative for greenness) and b* (a green-blue value with positive value for yellowness and negative for blueness) and was only slightly affected by flour protein content. A minor additive QTL (Qfw4A-4) was also detected using these two QTL mapping methods, being independent of flour colour a* and b*. Five unconditional and ten conditional epistatic minor QTLs were detected, from which only one pair (Qfw3A-10/Qfw6B-6) was identified by both unconditional and conditional QTL mapping, also independent of flour colour a* and b*. The major QTL (Qfw1D1-1) identified in the current study for the first time can be used for improving wheat FW in marker-assisted breeding.

Type
Crops and Soils Research Papers
Copyright
Copyright © Cambridge University Press 2016 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

REFERENCES

AACC (2004). Near-infrared reflectance method for protein content in whole-grain wheat, Method. In Approved Methods of Analysis, pp. 39–25. St. Paul, MN, USA: AACC International.Google Scholar
Blanco, A., Colasuonno, P., Gadaleta, A., Mangini, G., Schiavulli, A., Simeone, R., Digesu, A. M., De Vita, P., Mastrangelo, A. M. & Cattivelli, L. (2011). Quantitative trait loci for yellow pigment concentration and individual carotenoid compounds in durum wheat. Journal of Cereal Science 54, 255264.Google Scholar
Crawford, A. C. & Francki, M. G. (2013). Lycopene-ε-cyclase (e-LCY3A) is functionally associated with quantitative trait loci for flour b* colour on chromosome 3A in wheat (Triticum aestivum L.). Molecular Breeding 31, 737741.Google Scholar
Cui, F., Li, J., Ding, A. M., Zhao, C. H., Wang, L., Wang, X. Q., Li, S. S., Bao, Y. G., Li, X. F., Feng, D. S., Kong, L. R. & Wang, H. G. (2011). Conditional QTL mapping for plant height with respect to the length of the spike and internode in two mapping populations of wheat. Theoretical and Applied Genetics 122, 15171536.Google Scholar
Deng, Z. Y., Zhao, L., Liu, B., Zhang, K. P., Chen, J. S., Qu, H. L., Sun, C. L., Zhang, Y. X. & Tian, J. C. (2013). Conditional QTL mapping of sedimentation volume on seven quality traits in common wheat. Journal of Integrative Agriculture 12, 21252133.Google Scholar
Deng, Z. Y., Hu, S. N., Chen, F., Li, W. J., Chen, J. S., Sun, C. L., Zhang, Y. X., Wang, S. Y., Song, X. J. & Tian, J. C. (2015). Genetic dissection of interaction between wheat protein and starch using three mapping populations. Molecular Breeding 35, 12.Google Scholar
Ficco, D. B. M., Mastrangelo, A. M., Trono, D., Borrelli, G. M., DE Vita, P., Fares, C., Beleggia, R., Platani, C. & Papa, R. (2014). The colours of durum wheat: a review. Crop & Pasture Science 65, 115.Google Scholar
He, Z. H., Yang, J., Zhang, Y., Quail, K. J. & Penã, R. J. (2004). Pan bread and dry white Chinese noodle quality in Chinese winter wheats. Euphytica 139, 257267.CrossRefGoogle Scholar
He, X. Y., He, Z. H., Zhang, L. P., Sun, D. J., Morris, C. F., Fuerst, E. P. & Xia, X. C. (2007). Allelic variation of polyphenol oxidase (PPO) genes located on chromosomes 2A and 2D and development of functional markers for the PPO genes in common wheat. Theoretical and Applied Genetics 115, 4758.Google Scholar
He, X. Y., Zhang, Y. L., He, Z. H., Wu, Y. P., Xiao, Y. G., Ma, C. X. & Xia, X. C. (2008). Characterization of phytoene synthase 1 gene (Psy1) located on common wheat chromosome 7A and development of a functional marker. Theoretical and Applied Genetics 116, 213221.Google Scholar
Hessler, T. G., Thomson, M. J., Benscher, D., Nachit, M. M. & Sorrells, M. E. (2002). Association of a lipoxygenase locus, Lpx-B1, with variation in lipoxygenase activity in durum wheat seeds. Crop Science 42, 16951700.Google Scholar
Jiang, H., Jiang, L., Guo, L., Gao, Z., Zeng, D., Zhu, L., Liang, G. & Qian, Q. (2008). Conditional and unconditional mapping of quantitative trait loci underlying plant height and tiller number in rice (Oryza sativa L.) grown at two nitrogen levels. Progress in Natural Science 18, 15391547.Google Scholar
Kosambi, D. D. (1994). The estimation of map distance from recombination values. Annals of Eugenics 12, 172175.Google Scholar
Kruger, J. E. & Reed, G. (1988). Enzymes and colour. In Wheat: Chemistry and Technology, vol 1 (Ed. Pomeranz, Y.), pp. 441487. St. Paul, Minnesota: American Association of Cereal Chemists, Inc.Google Scholar
Lamsal, B. P. & Faubion, J. M. (2009). Effect of an enzyme preparation on wheat flour and dough color, mixing, and test baking. LWT – Food Science and Technology 42, 14611467.Google Scholar
Li, W., Liu, W., Liu, L., You, M., Liu, G. & Li, B. (2011). QTL mapping for wheat flour color with additive, epistatic, and QTL x environmental interaction effects. Agricultural Sciences in China 10, 651660.Google Scholar
Li, J., Cui, F., Ding, A., Zhao, C., Wang, X., Wang, L., Bao, Y., Qi, X., Li, X., Gao, J., Feng, D. & Wang, H. (2012). QTL detection of seven quality traits in wheat using two related recombinant inbred line populations. Euphytica 183, 207226.Google Scholar
Lincoln, S. E., Daly, M. J. & Lander, E. S. (1993). Constructing Genetic Linkage Maps with MAPMAKER/EXP Version 3.0: A Tutorial and Reference Manual. Technical Report, 3rd edn. Cambridge, MA: Whitehead Institute for Biomedical Report.Google Scholar
Liu, G. F., Yang, J., Xu, H. M., Hayat, Y. & Zhu, J. (2008). Genetic analysis of grain yield conditioned on its component traits in rice (Oryza sativa L.). Australian Journal of Agricultural Research 59, 180195.CrossRefGoogle Scholar
Liu, B., Zhao, L., Zhang, K. P., Zhu, Z. L., Tian, B. & Tian, J. C. (2010). Genetic dissection of plant height at different growth stages in common wheat. Scientia Agricultura Sinica 43, 45624570.Google Scholar
Mares, D. J. & Campbell, A. W. (2001). Mapping components of flour and noodle colour in Australian wheat. Australian Journal of Agricultural Research 52, 12971309.Google Scholar
Parker, G. D., Chalmers, K. J., Rathjen, A. J. & Langridge, P. (1998). Mapping loci associated with flour colour in wheat (Triticum aestivum L.). Theoretical and Applied Genetics 97, 238245.Google Scholar
Patil, R. M., Oak, M. D., Tamhankar, S. A., Sourdille, P. & Rao, V. S. (2008). Mapping and validation of a major QTL for yellow pigment content on 7AL in durum wheat (Triticum turgidum L. ssp. durum). Molecular Breeding 21, 485496.Google Scholar
Pozniak, C. J., Knox, R. E., Clarke, F. R. & Clarke, J. M. (2007). Identification of QTL and association of a phytoene synthase gene with endosperm colour in durum wheat. Theoretical and Applied Genetics 114, 525537.Google Scholar
Ravel, C., Dardevet, M., Leenhardt, F., Bordes, J., Joseph, J. L., Perretant, M. R., Exbrayat, F., Poncet, C., Balfourier, F., Chanliaud, E. & Charmet, G. (2013). Improving the yellow pigment content of bread wheat flour by selecting the three homoeologous copies of Psy1. Molecular Breeding 31, 8799.Google Scholar
Roncallo, P. F., Cervigni, G. L., Jensen, C., Miranda, R., Carrera, A. D., Helguera, M. & Echenique, V. (2012). QTL analysis of main and epistatic effects for flour color traits in durum wheat. Euphytica 185, 7792.CrossRefGoogle Scholar
Sadeque, A. & Turner, M. A. (2010). QTL mapping of flour color in a hexaploid wheat doubled haploid population using diversity array technology. Thai Journal of Agricultural Science 43, 103108.Google Scholar
Sun, X. D., Wang, L. K., Ren, H. B. & Lan, J. (2002). The application of tristimulus colorimeter in the determination of flour color. Science and Technology of Cereals, Oils and Foods 10(2), 3133.Google Scholar
Tian, B., Liu, B., Zhu, Z. L., Xie, Q. G. & Tian, J. C. (2011). Conditional and unconditional QTL mapping of grain starch accumulation in wheat. Scientia Agricultura Sinica 44, 45514559.Google Scholar
Tsilo, T. J., Hareland, G. A., Chao, S., Anderson, J. A. (2011). Genetic mapping and QTL analysis of flour color and milling yield related traits using recombinant inbred lines in hard red spring wheat. Crop Science 51, 237246.Google Scholar
Voorrips, R. E. (2002). MapChart software for the graphical presentation of linkage maps and QTLs. Journal of Heredity 93, 7778.Google Scholar
Wang, Z., Wu, X., Ren, Q., Chang, X., Li, R. & Jiang, R. (2010). QTL mapping for developmental behavior of plant height in wheat (Triticum aestivum L.). Euphytica 174, 447458.Google Scholar
Wang, L., Cui, F., Wang, J., Jun, L., Ding, A., Zhao, C., Li, X., Feng, D., Gao, J. & Wang, H. (2012). Conditional QTL mapping of protein content in wheat with respect to grain yield and its components. Journal of Genetics 91, 303312.Google Scholar
Wang, J., Li, H., Zhang, L. & Meng, L. (2014). Users’ Manual of QTL IciMapping. Beijing, China, and Mexico, DF, Mexico: Chinese Academy of Agricultural Sciences (CAAS), and International Maize and Wheat Improvement Center (CIMMYT).Google Scholar
Wen, Y. X. & Zhu, J. (2005). Multivariable conditional analysis for complex trait and its components. Acta Genetic Sinica 32, 289296.Google Scholar
Zadoks, J. C., Chang, T. T. & Konzak, C. F. (1974). A decimal code for the growth stages of cereals. Weed Research 14, 415421.Google Scholar
Zhang, L. P., Yan, J., Xia, X. C., He, Z. H. & Sutherland, M. W. (2006). QTL mapping for kernel yellow pigment content in common wheat. Acta Agronomica Sinica 32, 4145.Google Scholar
Zhang, W. & Dubcovsky, J. (2008). Association between allelic variation at the Phytoene synthase 1 gene and yellow pigment content in the wheat grain. Theoretical and Applied Genetics 116, 635645.Google Scholar
Zhang, X. & Tian, J. C. (2008). The color advantage of Chinese wheat with high whiteness and analysis of factors affecting color formation. Scientia Agricultura Sinica 41, 347353.Google Scholar
Zhang, K., Chen, G., Zhao, L., Liu, B., Xu, X. & Tian, J. (2009 a). Molecular genetic analysis of flour color using a doubled haploid population in bread wheat (Triticum aestivum L.). Euphytica 165, 471484.Google Scholar
Zhang, Y., Wu, Y., Xiao, Y., He, Z., Zhang, Y., Yan, J., Zhang, Y., Xia, X. & Ma, C. (2009 b). QTL mapping for flour and noodle colour components and yellow pigment content in common wheat. Euphytica 165, 435444.Google Scholar
Zhang, Z., Liu, Z., Cui, Z., Hu, Y., Wang, B. & Tang, J. (2013.) Genetic analysis of grain filling rate using conditional QTL mapping in maize. PLoS ONE 8, e56344.Google Scholar
Zhang, X. Y., Deng, Z. Y., Wang, Y. R., Li, J. F. & Tian, J. C. (2014). Unconditional and conditional QTL analysis of kernel weight related traits in wheat (Triticum aestivum L.) in multiple genetic backgrounds. Genetica 142, 371379.Google Scholar
Zheng, F., Deng, Z., Shi, C., Zhang, X. & Tian, J. (2013). QTL mapping for dough mixing characteristics in a recombinant inbred population derived from a waxy × strong gluten wheat (Triticum aestivum L.). Journal of Integrative Agriculture 12, 951961.Google Scholar
Zhu, J. (1995). Analysis of conditional genetic effects and variance components in developmental genetics. Genetics 141, 16331639.Google Scholar
Zhu, Z. L., Liu, B., Tian, B., Xie, Q. G., Li, W. F. & Tian, J. C. (2011). Dynamic QTL mapping of wheat protein content in developing grains. Scientia Agricultura Sinica 44, 30783085.Google Scholar