Multivariate analysis of some quality traits of winter wheat grain
Tadeusz Adamski
office@igr.poznan.plInstytut Genetyki Roślin PAN, Poznań (Poland)
Zygmunt Kaczmarek
Instytut Genetyki Roślin PAN, Poznań (Poland)
Maria Surma
Instytut Genetyki Roślin PAN, Poznań (Poland)
Anetta Kuczyńska
Instytut Genetyki Roślin PAN, Poznań (Poland)
Karolina Krystkowiak
Instytut Genetyki Roślin PAN, Poznań (Poland)
Bolesław Salmanowicz
Instytut Genetyki Roślin PAN, Poznań (Poland)
Renata Trzeciak
Instytut Genetyki Roślin PAN, Poznań (Poland)
Zofia Banaszak
DANKO Hodowla Roślin, Sp. z o.o. (Poland)
Bogusława Ługowska
DANKO Hodowla Roślin, Sp. z o.o. (Poland)
Małgorzata Majcher
Uniwersytet Przyrodniczy w Poznaniu (Poland)
Wiktor Obuchowski
Uniwersytet Przyrodniczy w Poznaniu (Poland)
Abstract
Wheat grain quality depends on several traits, among which grain hardness is considered as a very important. Results of many research indicate that grain hardness is connected with flour yield and with the main indices of technological properties, such as flour water absorption, sedimentation value and final loaf volume. The paper presents results of experiment, in which 106 advanced Polish breeding lines of winter wheat were analysed in regard to grain hardness and technological properties. These lines along with standard cultivars Bogatka and Muszelka were observed in field experiments conducted in two localities. 600-g samples of whole grains were analysed with the use of NIR System Infratec 1241 Analyzer (Foss, Hillerod, Denmark). Relative grain hardness, protein content, wet gluten, Zeleny sedimentation value and alveograph parameter were recorded. The obtained data were statistically processed by multivariate analysis of variance and related methods. Besides, a theoretical line characterized by the most advantageous values of analysed traits was created and the contrasts between that line and the studied breeding lines were estimated and tested in regard to all traits treated simultaneously and individually. Applied methods permitted to identify breeding lines similar to theoretical line in terms of all analysed parameters. Proposed statistical approach may be helpful in selection of wheat genotypes with improved grain quality.
Supporting Agencies
Keywords:
winter wheat, advanced breeding lines, grain hardness, quality parameters, multivariate analysisReferences
Autron J. C., Hammer R. J., Plijter J. j., Pogna N. E. 1997. Exploring and improving the industrial use of wheats. Cereal Foods World 4: 216 — 227.
Google Scholar
Caliński T., Dyczkowski A., Kaczmarek Z. 1976. Testowanie hipotez w wielozmiennej analizie wariancji i kowariancji. Algorytmy Biometryczne i Statystyczne ABS 45: 77 — 114.
Google Scholar
Ceglińska A., Szajewska A., Haber T. 2007. Mechaniczne uszkodzenie skrobi a wartość wypiekowa mąki. Przegl. Zboż.-Młyn. 10: 13 — 14.
Google Scholar
Ceranka B., Chudzik H., Czajka S., Kaczmarek Z. 1976. Wielozmienna analiza wariancji dla układu bloków niekompletnych. Algorytmy Biometryczne i Statystyczne ABS 43: 39 — 48.
Google Scholar
Gąsiorowski H., Poliszko St. 1977. A wheat endosperm microhardness index. Acta Alim. 6: 113 — 117.
Google Scholar
Gross C., Bervas E., Charmet G. 2004. Genetic analysis of grain protein content, grain hardness and dough rheology in a hard × hard bread wheat progeny. J. Cereal Sci. 40: 93 — 100.
Google Scholar
Martin J. M., Frohberg R. C., Morris C. F., Talbert L. E., Giroux M. J. 2001. Milling and bread baking traits associated with puroindoline sequence type in hard red spring wheat. Crop Sci. 41: 228 — 234.
Google Scholar
Gabriel K. R. 1964. A procedure for testing the homogeneity of all sets of means in analysis of variance. Biometrics 20: 459 — 477.
Google Scholar
Obuchowski W., Gąsiorowski H., Kołdziejczyk P. 1981. Twardość ziarna pszenicy jako kryterium jego jakości. Post. Nauk Rol. 5: 97 — 108.
Google Scholar
Obuchowski W., Salmanowicz B., Banaszak Z., Adamski T., Surma M., Kaczmarek Z., Majcher M., Ługowska B., Kuczyńska A., Krystkowiak K. 2010. Grain hardness of wheat bred in Poland and its relationship to starch damage during milling. International Agrophysics 24 (1): 69 — 74.
Google Scholar
Osborne B. G. 2006. Applications of near infrared spectroscopy in quality screening of early-generation material in cereal breeding programmes. J. Near Infrared Spectrosc. 14: 93 — 101.
Google Scholar
Seber G. A. F. 1984. Multivariate observations. Wiley, New York.
Google Scholar
Shewry P. R., Halford N. G., Tatham A.S. 1992. High molecular weight subunits of wheat glutenin. J. Cereal Sci. 15: 105 — 120.
Google Scholar
Authors
Zygmunt KaczmarekInstytut Genetyki Roślin PAN, Poznań Poland
Authors
Maria SurmaInstytut Genetyki Roślin PAN, Poznań Poland
Authors
Anetta KuczyńskaInstytut Genetyki Roślin PAN, Poznań Poland
Authors
Karolina KrystkowiakInstytut Genetyki Roślin PAN, Poznań Poland
Authors
Bolesław SalmanowiczInstytut Genetyki Roślin PAN, Poznań Poland
Authors
Renata TrzeciakInstytut Genetyki Roślin PAN, Poznań Poland
Authors
Zofia BanaszakDANKO Hodowla Roślin, Sp. z o.o. Poland
Authors
Bogusława ŁugowskaDANKO Hodowla Roślin, Sp. z o.o. Poland
Authors
Małgorzata MajcherUniwersytet Przyrodniczy w Poznaniu Poland
Authors
Wiktor ObuchowskiUniwersytet Przyrodniczy w Poznaniu Poland
Statistics
Abstract views: 301PDF downloads: 49
License
Copyright (c) 2011 Tadeusz Adamski, Zygmunt Kaczmarek, Maria Surma, Anetta Kuczyńska, Karolina Krystkowiak, Bolesław Salmanowicz, Renata Trzeciak, Zofia Banaszak, Bogusława Ługowska, Małgorzata Majcher, Wiktor Obuchowski
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Upon submitting the article, the Authors grant the Publisher a non-exclusive and free license to use the article for an indefinite period of time throughout the world in the following fields of use:
- Production and reproduction of copies of the article using a specific technique, including printing and digital technology.
- Placing on the market, lending or renting the original or copies of the article.
- Public performance, exhibition, display, reproduction, broadcasting and re-broadcasting, as well as making the article publicly available in such a way that everyone can access it at a place and time of their choice.
- Including the article in a collective work.
- Uploading an article in electronic form to electronic platforms or otherwise introducing an article in electronic form to the Internet or other network.
- Dissemination of the article in electronic form on the Internet or other network, in collective work as well as independently.
- Making the article available in an electronic version in such a way that everyone can access it at a place and time of their choice, in particular via the Internet.
Authors by sending a request for publication:
- They consent to the publication of the article in the journal,
- They agree to give the publication a DOI (Digital Object Identifier),
- They undertake to comply with the publishing house's code of ethics in accordance with the guidelines of the Committee on Publication Ethics (COPE), (http://ihar.edu.pl/biblioteka_i_wydawnictwa.php),
- They consent to the articles being made available in electronic form under the CC BY-SA 4.0 license, in open access,
- They agree to send article metadata to commercial and non-commercial journal indexing databases.
Most read articles by the same author(s)
- Monika Langner, Bolesław Salmanowicz, Identification of puroindoline alleles in Polish wheat cultivars by molecular markers , Bulletin of Plant Breeding and Acclimatization Institute: No. 253 (2009): Regular issue
- Tadeusz Adamski, Andrzej Bichoński, Zdzis Biliński, Zbigniew Bystry, Piotr Jarosz, Dorota Jasińska, Zygmunt Kaczmarek, Karolina Krystkowiak, Anetta Kuczyńska, Wojciech Mikulski, Barbara Nowak, Wanda Orłowska-Job, Zdzisław Paszkiewicz, Michał Rębarz, Maria Surma, Anna Sybilska, Identifying suitable locations for evaluating advanced barley breeding lines , Bulletin of Plant Breeding and Acclimatization Institute: No. 247 (2008): Regular issue
- Zygmunt Kaczmarek, Henryk Woś, Elżbieta Adamska, Tadeusz Adamski, Roman Biliński, Grzegorz Budzianowski, Łukasz Mańkowski, Ewelina Majchrzak, Janina Woś, Laurencja Szała, Teresa Cegielska-Taras, Renata Trzeciak, Evaluation of parental lines on the basis of yield of hybrids obtained from incomplete crossing scheme , Bulletin of Plant Breeding and Acclimatization Institute: No. 277 (2015): Regular issue
- Henryk Cichy, Zygmunt Kaczmarek, Elżbieta Adamska, Estimation of usefulness of spring triticale for autumn sowing , Bulletin of Plant Breeding and Acclimatization Institute: No. 253 (2009): Regular issue
- Elżbieta Adamska, Zygmunt Kaczmarek, Laurencja Szała, Teresa Cegielska-Taras, Analysis of combining ability of winter oilseed rape DH lines in regard of the contents of fatty acids , Bulletin of Plant Breeding and Acclimatization Institute: No. 249 (2008): Regular issue
- Zygmunt Kaczmarek, Dariusz R. Mańkowski, An introduction to multivariate statistical analyses. Part II. The application , Bulletin of Plant Breeding and Acclimatization Institute: No. 259 (2011): Regular issue
- Wojciech Święcicki, Paweł Barzyk, Zygmunt Kaczmarek, Magdalena Kroc, Wojciech Rybiński, Paulina Wilczura, Variability characterization in collections of the genus Pisum and Lupinus — selected results , Bulletin of Plant Breeding and Acclimatization Institute: No. 283 (2018): Special issue
- Henryk Cichy, Zygmunt Kaczmarek, Elżbieta Adamska, The influence of sowing time and density on grain yield of spring triticale varieties , Bulletin of Plant Breeding and Acclimatization Institute: No. 250 (2008): Regular issue
- Katarzyna Pankiewicz, Tadeusz Adamski, Zygm Kaczmarek, Maria Surma, Michał Rębarz, Molecular and phenotypic differentiation of wheat (Triticum aestivum L.) varieties and their doubled haploid lines , Bulletin of Plant Breeding and Acclimatization Institute: No. 244 (2007): Regular issue
