Skip to main content
Log in

Identification of field relevant powdery mildew and yellow rust resistant donors in some advanced breeding material of wheat through GGE biplot analysis

  • Research Article
  • Published:
Indian Phytopathology Aims and scope Submit manuscript

Abstract

Among various diseases of wheat, powdery mildew (PM; Blumeria graminis f. sp. tritici) and yellow rust (YR; Puccinia striiformis f. sp. tritici) are the major constraints resulting in yield losses of 13–100 and 50–100 per cent, respectively. These diseases take a heavy toll of the crop in North Hill Zone (NHZ) and North Western Plain Zone (NWPZ) of India and may be effectively managed by breeding and deployment of resistant varieties. However, evolution of new and matching virulences of the pathogens render the resistant varieties susceptible after a short period of their commercial cultivation. It necessitates resistance breeding program to be a continuous process. It requires identification and utilization of diverse resistant donors. In this context, PM and YR resistance was determined in 57 advanced breeding lines, developed at Chaudhary Sarwan Kumar Himachal Pradesh Krishi Vishwavidyalaya; Rice and Wheat Research Centre, Malan, were evaluated at hot spot locations for PM viz., Palampur (2016–17 and 2017–18), Malan (2016–17) and Kukmseri (Summer 2016) and YR viz., Dhaulakuan (2016–17), Kukmseri (Summer 2016), Malan (2016–17) and Keylong (Summer 2017). Analysis of variance showed that the effect of genotype (G), environment (E) and genotype x environment interaction (GXE) for PM and YR disease severity was highly significant. Among the three sources of variation, the largest contribution to disease severity of PM and YR viz., 54.43 and 46.36 per cent, respectively, was due to genotype x environment (GXE) interaction whereas, environment (E) and genotype (G) accounted for 15.16 and 30.40 per cent and 11.63 and 42.00 per cent of the total variation for PM and YR, respectively. GGE biplot analysis showed that 5 and 34 genotypes showed stable resistance to PM and YR, respectively. Genotypes viz., AB-101, BW 236, DW 212 and PW 1074 with combined resistance to PM and YR were suitable donors for breeding programs. Moreover, Kukumseri and Keylong may be harnessed as ideal screening sites for PM and YR, respectively.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Abraha MT, Shimelis H, Solomon T, Hailu A (2019) Genotype-by-environment interaction and selection of elite wheat genotypes under variable rainfall conditions in northern Ethiopia. J Crop Improv 33(6):1–17

    Article  Google Scholar 

  • Aggarwal R, Sharma S, Gupta S, Banrjee S, Bashyal BM, Bhardwaj SC (2018) Molecular characterization of predominant Indian wheat rust pathotypes using URP and RAPD markers. Ind J Biotech 17:327–336

    CAS  Google Scholar 

  • Ahmad Shah SJ, Hussain S, Ahmad M, Ibrahim M (2014) Characterization of slow rusting resistance against Puccinia striiformis f. sp. tritici in candidate and released bread wheat cultivars of Pakistan. J Plant Pathol Microb 5:223

    Article  Google Scholar 

  • Akan K, Akcura M (2018) 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 Res Comm 46:311–320

    Article  CAS  Google Scholar 

  • Anonymous (2009) Package of practices for rabi crops. CSKHPKV, Palampur, pp 1–13

    Google Scholar 

  • Basandrai AK, Basandrai D (2017) Powdery mildew of wheat and its management. In: Singh DP (ed) Management of wheat and barley diseases. Apple Academic Press, Canada, pp 173–181

    Google Scholar 

  • Basandrai D, Basandrai AK, Rana SK, Sharma BK, Singh A, Singh D, Tyagi PD (2016) Resistance to powdery mildew (Blumeria graminis f. sp. tritici E. Marchal.) in bread wheat, durum, dicoccum and triticale genotypes. Indian J Gen Pl Breed 76:205–208

    Article  CAS  Google Scholar 

  • Chen X (2020) Pathogens which threaten food security: Puccinia striiformis the wheat stripe rust pathogen. Food Secur 12:239–251

    Article  Google Scholar 

  • Christina C, Ryan P, Emily M, Evsey K, Paul M (2015) In structure and regional differences in U.S. Blumeria graminis f. sp. tritici populations: divergence, migration, fungicide sensitivity, and virulence patterns, Presented in 14th International Cereal Rusts and Powdery Mildews Conference, Helsingor, Denmark, Jul 5–8

  • Draz IS, Esmail SM, El-Halim MA, Abou-Zeid E-M, TA, (2019) Powdery mildew susceptibility of spring wheat cultivars as a major constraint on grain yield. Ann Agric Sci 64:39–45

    Article  Google Scholar 

  • EI Jarroudi M, Lahlali R, Kouadio L, Denis A, Belleflamme A, El Jarroudi M, Boulif M, Mahyou H, Tychon B (2020) Weather-based predictive modeling of wheat stripe rust infection in Morocco. Agronomy 10:280

    Article  Google Scholar 

  • El-Amil R, de Vallavieille-Pope C, Leconte M, Nazari K (2019) Diversity of genes for resistance to stripe rust in wheat elite lines, commercial varieties and landraces from Lebanon and Syria. Phytopathol Mediterr 58(3):607–627

    CAS  Google Scholar 

  • Gangwar OP, Kumar S, Prasad P, Bhardwaj SC (2016) Virulence pattern and emergence of new pathotypes in Puccinia striiformis f. sp. tritici during 2011–15 in India. Indian Phytopathol 69:178–185

    Google Scholar 

  • Gauch HG, Zobel RW (1997) Identifying mega-environments and targeting genotypes. Crop Sci 37(2):311–326

    Article  Google Scholar 

  • Gitonga HW, Ojwang PPO, Macharia GK, Njau PN (2016) Evaluation of advanced bread wheat genotypes for resistance to stem rust and yield stability. Afr J Plant Sci 10(6):111–120

    Article  CAS  Google Scholar 

  • Gupta V, Kumar RS, Kumar S, Mishra CN, Tiwari V, Sharma I (2016) Evaluation and identification of resistance to powdery mildew in Indian wheat varieties under artificially created epiphytotic. J Appl Nat Sci 8:565–569

    Article  Google Scholar 

  • Herrera Foessel SA, Singh RP, Lillemo M, Huerta Espino J, Bhavani S, Singh S, Lan C, Calvo Salazar V, Lagudah ES (2014) Lr67/Yr46 confers adult plant resistance to stem rust and powdery mildew in wheat. Theor Appl Genet 127:781–789

    Article  CAS  PubMed  Google Scholar 

  • Jin-Dong LIU, Xin-Min CHEN, Zhong-Hu HE, Ling WU, Bin BAI, Zai-Feng LI, Xian-Chun XIA (2014) Resistance of slow mildewing genes to stripe rust and leaf rust in common wheat. Acta Agron Sin 40(9):1157

    Google Scholar 

  • Joshi AK, Ortiz-Ferrara G, Crossa J, Singh G, Alvarado G, Bhatta MR, Bhatta E, Duveiller RC, Sharma DB, Pandit AB, Siddique SY, 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 47:1071–108

    Article  Google Scholar 

  • Kadariya M, Glover KD, Mergoum M, Osborne LE (2008) Biplot analysis of agronomic and Fusarium head blight resistance traits in spring wheat. J Crop Impr 22:147–170

    Article  Google Scholar 

  • Kang Y, Zhou M, Merry A, Barry K (2020) Mechanisms of powdery mildew resistance of wheat – a review of molecular breeding. Plant Pathol 69(4):601–617

    Article  Google Scholar 

  • Kumar S, Singroha G, Bhardwaj SC, Saharan MS, Gangwar OP, Mishra CN, Khan A, Mahapatra S, Sivasamy M, Chatrath R, Singh GP (2020) Characterization of exotic germplasm lines for resistance to wheat rusts and spot blotch. Indian Phytopathol 2:237–243

    Article  Google Scholar 

  • Lillemo M, Singh RP, Ginkel M (2010) Identification of stable resistance to powdery mildew in wheat based on parametric and nonparametric methods. Crop Sci 50:478–485

    Article  Google Scholar 

  • Ma H, Singh RP (1996) Expression of adult plant resistant to stripe rust at different growth stages of wheat. Plant Dis 80:375–379

    Article  Google Scholar 

  • Mayee CD, Datar VV (1986) Phythopathometery and crop growth stages, p 34

  • Mehta A, Basandrai AK, Banyal DK, Basandrai D (2018) Effect of weather parameters on powdery mildew development of wheat at different location in Himachal Pradesh. Indian Phytopathol 71:349–353

    Article  Google Scholar 

  • Merrick LF, Glover KD, Yabwalo D, Byamukama E (2020) Use of genotype by yield*trait (GYT) analysis to select hard red spring wheat with elevated performance for agronomic and disease resistance traits. Crop Breed Genet Genom 2(2):e200009

    Google Scholar 

  • Mu J, Wang Q, Wu J, Zeng Q, Huang S, Liu S, Yu S, Kanag Z, Han D (2019) Identification of sources of resistance in geographically diverse wheat accessions to stripe rust pathogen in China. Crop Protect 122:1–8

    Article  Google Scholar 

  • Mwale VM, Chilembwe EHC, Uluko HC (2014) Wheat powdery mildew (Blumeria graminis f. sp. tritici): damage effects and genetic resistance developed in wheat (Triticum aestivum). Int Res J Plant Sci 5:1–16

    Google Scholar 

  • Parihar AK, Basandrai AK, Saxena DR, Kushwaha KPS, Chandra S, Sharma K, Singha KD, Singh D, Lal HC, Gupta S (2017) Biplot evaluation of test environments and identification of lentil genotypes with durable resistance to fusarium wilt in India. Crop Past Sci 68:1024–1030

    Article  Google Scholar 

  • Parlevliet JE (1988) Resistance of the non-race-specific type. The cereal rust Vol. II. Diseases, distribution, epidemiology and control. Academic Press, Orelando, pp 5–6

    Google Scholar 

  • Paul R, Basandrai AK, Tyagi PD (2000) Virulence spectrum of Erysiphe graminis tritici in Himachal Pradesh. Indian Phytopathol 53:415–418

    Google Scholar 

  • Peterson RF, Campbell AB, Hannah AE (1948) A diagrammatic scale for estimating rust intensity of leaves and stem of cereals. Can J Res 26:496–500

    Article  Google Scholar 

  • Polak J, Bartos P (2002) Natural sources of plant disease resistance and their importance in the breeding. Czech J Gen Plant Breed 38:146–149

    Article  Google Scholar 

  • Prashar M, Bhardwaj SC, Jain SK, Gangwar OP (2015) Virulence diversity in Puccinia striiformis f.sp. tritici causing yellow rust on wheat (Triticum aestivum) in India. Indian Phytopathol 68:129–133

    Google Scholar 

  • R Core Team (2021) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Retrieved from https://www.R-project.org/

  • Rani R, Singh R, Yadav NR (2019) Evaluating stripe rust resistance in Indian wheat genotypes and breeding lines using molecular markers. CR Biol 342:154–174

    Article  Google Scholar 

  • Roelfs AP, Singh RP, Saari EE (1992) Rust diseases of wheat: concepts and methods of disease management. CIMMYT, Mexico, p 81

    Google Scholar 

  • Saari EE, Prescott JM (1975) A scale for appraising the foliar intensity of wheat disease. Plant Dis Reptr 59:372–380

    Google Scholar 

  • Sankar SM, Singh SP, Prakash G, Satyavathi CT, Soumya SL, Yadav Y, Sharma LD, Rao AR, Singh N, Srivastava RK (2021) Deciphering genotype-by- environment interaction for target environmental delineation and identification of stable resistant sources against foliar blast disease of pearl millet. Front Plant Sci 12:656158

    Article  PubMed  PubMed Central  Google Scholar 

  • Shamanin V, Shepeleva S, Pozherukovaa V, Gultyaevab E, Kolomietsc T, Pakholkovac E, Morgounovd A (2019) Primary hexaploid synthetics: novel sources of wheat disease resistance. Crop Protect 121:7–10

    Article  CAS  Google Scholar 

  • Shaner G, Finney RE (1977) The effect of nitrogen fertilization on the expression of slow-mildewing resistance in Knox wheat. Phytopathology 67:1051–1056

    Article  CAS  Google Scholar 

  • Sharma TR, Singh BM, Basandrai AK (1992) Role of cleistothecia in the annual occurrence of wheat powdery mildew in north India. Indian Phytopathol 45:203–206

    Google Scholar 

  • Singh DP, Sharma AK, Sharma I, Singh D, Rana SK, Singh KP, Kumar J, Srivastva K, Deepshikha BSC, Prashar M, Gangwar OP, Jain SK, Pant SK, Brahma RN, Kumar J, Singh KP, Devlash R, Prasad A, Dodan DS (2016) Identification of resistance sources against powdery mildew (Blumeria graminis) of wheat. Indian Phytopathol 69:413–415

    Google Scholar 

  • Smith HC, Blair IJD (1950) Wheat powdery mildew investigations. J Appl Biol 37:570–583

    Article  CAS  Google Scholar 

  • Song QCT, Xu G, Wei W, Qin ZQ, Yi ZL (2016) Resistance of Guixie 3 against wheat scab, strip rust and powdery mildew. Guiz Agri Sci 44(6):56–59

    Google Scholar 

  • Sood T, Basandrai D, Basandrai AK, Sohu VS, Rana V, Mehta A, Sharma BK, Mavi GS, Kaur J, Bains NS (2020) Stable sources of resistance to yellow rust and powdery mildew in Indian and exotic wheat germplasm. J Cereal Res 12(1):23–28

    Article  Google Scholar 

  • Tremmel-Bede K, Szentmiklossy M, Tomoskozi S, Torok K, Lovegrove A, Shewry PR, Lang L, Bedő Z, Vida G, Rakszegi M (2020) Stability analysis of wheat lines with increased level of arabinoxylan. PLoS One 15(5):e0232892

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Vander Plank JE (1963) Plant diseases: epidemics and control. Academic Press, Inc., p 249

    Book  Google Scholar 

  • Vikas VK, Kumar S, Archak S, Tyagi RK, Kumar J, Jacob S, Sivasamy M, Jayaprakash P, Saharan MS, Basandrai AK, Basandrai D, Srinivasan K, Radhamani J, Parimalan R, Tyagi S, Kumari J, Singh AK, John P, Nisha R, Yadav M, Kumari J, Dhillon HK, Chauhan D, Shivani S, Chaurasia S, Sharma RK, Dutta M, Singh GP, Bansal KC (2020) Screening of 19,460 genotypes of wheat species for resistance to powdery mildew and identification of potential candidate using FIGS approach. Crop Sci 60(6):csc2.20196

    Article  Google Scholar 

  • Yan W (1999) Methodology of cultivar evaluation based on yield trial data with special reference to winter wheat in Ontario. University of Guelph, Ontario, Canada

    Google Scholar 

  • Yan W (2001) GGE biplot-a windows application for graphical analysis of multi-environment trial data and other types of two-way data. Agro J 93(5):1111–1118

    Article  Google Scholar 

  • Yan W, Kang MS (2003) GGE biplot analysis: a graphical tool for breeders, geneticists, and agronomists. CRC Press, Boca Raton, FL

    Google Scholar 

  • Yan W, Rajcan I (2002) Biplot analysis of test sites and trait relations of soybean in Ontario. Crop Sci 42:11–20

    Article  PubMed  Google Scholar 

  • Yan W, Tinker NA (2006) Biplot analysis of multi-environment trial data: principles and applications. Can J Plant Sci 86:623–645

    Article  Google Scholar 

  • Yan W, Hunt LA, Sheng Q, Szlavnics Z (2000) Cultivar evaluation and mega-environment investigation based on GGE biplot. Crop Sci 40:596–605

    Article  Google Scholar 

  • Yan W, Kang MS, Ma B, Woods S, Cornelius PL (2007) GGE biplot vs. AMMI analysis of genotype-by-environment data. Crop Sci 47:643–653

    Article  Google Scholar 

  • Yang L, Zhang X, Wang J, Luo M, Yang M, Wang H, Xiang L, Zeng F, Yu D, Fu D, Rosewarne GM (2017) Identification and evaluation of resistance to powdery mildew and yellow rust in a wheat mapping population. PLoS One 12(5):0177905

    Article  Google Scholar 

  • Yuan FP, Zeng QD, Wu JH, Wang QL, Yang ZJ, Liang BP, Kang ZS, Chen XH, Han DJ (2018) QTL mapping and validation of adult plant resistance to stripe rust in Chinese wheat landrace Humai 15. Front Plant Sci 9:968

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ashwani Kumar Basandrai.

Ethics declarations

Conflict of interest:

There is no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mehta, A., Basandrai, A.K., Basandrai, D. et al. Identification of field relevant powdery mildew and yellow rust resistant donors in some advanced breeding material of wheat through GGE biplot analysis. Indian Phytopathology 75, 405–418 (2022). https://doi.org/10.1007/s42360-022-00475-y

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s42360-022-00475-y

Keywords

Navigation