The present study was conducted to determine the reactions of 88 bread wheat pure lines selected from landraces collected in Central Anatolian Region of Turkey against leaf rust (Puccinia triticina) under field conditions in 7 locations. GGE biplot analysis was used to determine the reactions of landrace genotypes against the disease. The GGE biplot explained 73.89% of total variation. Among the experimental locations, 6 (except for E3) were placed close to each other over the biplot graph, indicating two apparent mega-environments. The GGE biplot visually displayed the resistance and stability of the pure lines to leaf rust. The landrace genotypes L18, L19, L45, and L2 were identified as the most resistant/stable genotypes in all environments and L31 and L56 were the most susceptible/stable genotypes.
Akcura, M., Kokten, K. 2017. Variations in grain mineral concentrations of Turkish wheat landraces germplasm. Quality Assurance and Safety of Crops and Foods 9:153–159
Akin, B., Zencirci, N., Özseven, I. 2008. Field resistance of wheat (Triticum aestivum L.) genotypes from different countries to leaf rust (Puccinia triticina). Turkish J. of Agric. and Forestry 32:479–486.
Arslan, Ü., Yağdı, K., Aydoğan, E. 2002. Bursa İli Ekolojik Koşullarında Buğday Kahverengi Pası (Puccinia recondita Roberge ex Desmaz. f.sp. tritici)’na Karşı Bazı Ekmeklik Buğdayların Reaksiyonları ve Verim Kayıplarının Belirlenmesi (Determination of some bread wheat reactions and yield losses against wheat brown rust (Puccinia recondita Roberge ex Desmaz. f.sp. tritici) in Bursa ecological conditions). Uludağ Üniversitesi Ziraat Fakültesi Dergisi (J. of Agric. Faculty of Uludag Univ,) 16:201–210. (In Turkish)
Bilgic, H., Hakki, E.E., Pandey, A., Khan, M.K., Akkaya, M.S. 2016. Ancient DNA from 8400 year-old Çatalhöyük wheat: Implications for the origin of Neolithic agriculture. PloS One 11:e0151974.
Joshi, A.K., Ortiz-Ferrara, G., Crossa, J., Singh. G., Alvarado, G., Bhatta, M.R., Bhatta, E., Duveiller, R.C., Sharma, D.B., Pandit, A.B., Siddique, S.Y., Das, R., Sharma, N., Chand, R. 2007. Associations of environments in South Asia based on spot blotch disease of wheat caused by Cochliobolus sativus. Crop Sci. 47:1071–1081.
Kadariya, M., Glover, K.D., Mergoum, M., Osborne, L.E. 2008. Biplot analysis of agronomic and Fusarium head blight resistance traits in spring wheat. J. of Crop Improvement 22:147–170.
Kınacı, E. 1982. An investigation of a source of resistance to wheat leaf rust (P. recondita) in a cross of KR/ TM//?/3/5CMN and of changes for increased virulence in race 6B, M.S. thesis. Oklahoma State University. Stillwater, Oklahoma, USA. 24 p.
Kolmer, J.A., Jin, Y., Long, D. L. 2007. Wheat leaf and stem rust in the United States. Crop and Pasture Sci. 58:631–638.
Lillemo, M., Singh, R.P., Ginkel, M.V. 2010. Identification of stable resistance to powdery mildew in wheat based on parametric and non-parametric methods. Crop Sci. 50:478–485.
Ma, H., Singh R.P., Mujeeb-Kazi, A. 1995. Resistance to stripe rust in Triticum turgidum, T. tauschii and their synthetic hexaploids. Euphytica 82:117–124.
McIntosh, R.A., Yamakazi, Y., Dubcovsky, J., Rogers, J., Morris, C., Somers, D.J., Appels, R., Devos, K.M. 2012. Catalogue of gene symbols for wheat. https://doi.org/www.shigen.nig.ac.jp/wheat/komugi/genes/download.jsp Accessed: December 2016.
Morgounov, A., Keser, M., Kan, M., Küçükçongar, M., Özdemir, F., Gummadov, N., Muminjanovd H., Zueve, E., Qualset, C.O. 2016. Wheat landraces currently grown in Turkey: distribution, diversity, and use. Crop Sci. 56:3112–3124.
Pande, S., Sharma, M., Gaur, P.M., Basandrai, A.K., Kaur, L., Hooda, K.S., Basandrai, D., Kiran, T., Babu, S., Jain, K., Rathore, A. 2013. Biplot analysis of genotype × environment interactions and identification of stable sources of resistance to Ascochyta blight in chickpea (Cicer arietinum L.). Austr. Plant Pathol. 42:561–571.
Peterson, R.F., Campbell, A.B., Hannah, A.E. 1948. A diagrammatic scale for estimating rust intensity on leaves and stems of cereals. Can. J. of Res. 26:(Section C):496–500.
Rubiales, D., Avila, C.M., Sillero, J.C., Hybl, M., Narits, L., Sass, O., Flores, F. 2012. Identification and multienvironment validation of resistance to Ascochyta fabae in faba bean (Vicia faba). Field Crops Res. 126:165–170.
Sandhu, P.S., Brar, K.S., Chauhan, J.S., Meena, P.D., Awasthi, R.P., Rathi, A.S., Manhas, S.S. 2015. Host– pathogen interactions of Brassica genotypes for white rust (Albugo candida) disease severity under aided epiphytotic conditions in India. Phytoparasitica 43:197–207.
Sayre, K.D., Singh, R.P., Huerta-Espino, J., Rajaram, S. 1998. Genetic progress in reducing losses to leaf rust in CIMMYT derived Mexican spring wheat cultivars. Crop Sci. 38:654–659.
Sehgal, D., Dreisigacker, S., Belen, S., Küçüközdemir, Ü., Mert, Z., Özer, E., Morgounov, A. 2016. Mining centuries old in situ conserved Turkish wheat landraces for grain yield and stripe rust resistance genes. Frontiers in Genet. 7:1–15.
Sharma, M., Ghosh, R., Telangre, R., Rathore, A., Saifulla, M., Mahalinga, D.M., Jain, Y.K. 2016. Environmental influences on pigeon pea-Fusarium udum interactions and stability of genotypes to Fusarium wilt. Frontiers in Plant Sci. 7:1–10.
Yan, W., Hunt, L. A., Sheng, Q., Szlavnics, Z. 2000. Cultivar evaluation and mega-environment investigation based on the GGE biplot. Crop Sci. 40:597–605.
Yan, W., Falk, D.E. 2002. Biplot analysis of host-by-pathogen data. Plant Disease 86:1396–1401.
Yan, W. 2014. Crop variety trials: Data management and analysis. John Wiley and Sons. 349 p. DOI: 10.1002/9781118688571
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Akan, K., Akcura, M. GGE Biplot Analysis of Reactions of Bread Wheat Pure Lines Selected from Central Anatolian Landraces of Turkey to Leaf Rust Disease (Puccinia triticina) in Multiple Location-Years. CEREAL RESEARCH COMMUNICATIONS 46, 311–320 (2018). https://doi.org/10.1556/0806.46.2018.12
- pure line
- leaf rust (Puccinia triticina)
- GGE-biplot analyses