Abstract
Breeding of heat-tolerant cultivars requires knowledge of the genetic behavior of morpho-physiological traits. Gene action was investigated using wide phenotypic segregation ranging across six generations (P1, P2, F1, BC1, BC2 and F2) of four different tolerant × sensitive crosses for grain filling duration, GFD (40.14–46.20); canopy temperature depression, CTD (2.42–5.97); normalized difference vegetation index, NDVI (0.35–0.61); membrane thermostability index, MSI (31.40–40.93); no. of grains/spike, GN/SP (26.29–54.80); thousand-grain weight, TGW (31.70–44.45); and grain yield/plant, GY (15.37–24.89) under terminal heat stress. Scaling results indicated an absence of epistasis for MSI and TGW in cross PBN51 × HUW510. The prominence of Dominance × dominance interaction over additive × additive and additive × dominance interactions along with significant dominant gene effect [h] for all traits except MSI was observed. For MSI, similar signs of [d] and [i] along with significant [j] showed the possibility of exploitation of additive gene effect. CTD, NDVI and GN/SP were controlled by duplicated epistasis, whereas both complementary and duplicate epistasis was found for GFD. Digenic interactions with prominent duplicate epistasis indicate that biparental mating or diallel selective mating might be efficiently utilized for their improvement. The present investigation indicated a preponderance of non-additive gene action for studied traits, thus, implying toward delaying of selection to the later generations to exploit transgressive segregants. Any conventional breeding strategy would be followed for generating the cultivars with low CTD, reduced cell membrane injury, with higher NDVI, TGW, GFD, no. of grains/spike and grain yield/plant.
Similar content being viewed by others
References
Abd El-Rady G (2018) Genetic analysis of some agronomic traits in two bread wheat crosses under heat stress conditions. J Plant Prod 9:21–28. https://doi.org/10.21608/jpp.2018.35235
Abedi J, Baghizadeh A, Mohammadi-nejad G (2015) Genetic analysis for some of morphological traits in bread wheat under drought stress condition using generations mean analysis. J Stress Physiol Biochem 11:40–48
Akbar M, Anwar J, Hussain M, Qureshi MH, Khan S (2009) Line x tester analysis in bread wheat (Triticum aestivum L.). J Agric Res Lahore 47:21–30
Alam MN, Bodruzzaman M, Hossain MM, Sadekuzzaman M (2014) Growth performance of spring wheat under heat stress conditions. Int J Agric Res 4:91–103
Amin IA (2013) Genetics behaviour of some agronomic traits in two durum wheat crosses under heat stress. Alex J Agric Res 58:53–66
Asadi AA, Valizadeh M, Mohammadi SA, Khodarahmi M (2015) Genetic analysis of some physiological traits in wheat by generations mean analysis under normal and water deficit conditions. Biol Forum Int J 7:722–733
Asseng S, Royce R, Cammarano D (2013) Temperature routines in wheat, workshop modeling wheat response to high temperature. In: Proceedings, vol. 8. CIMMYT, Mexico, p 128
Asseng S, Ewert F, Martre P, Rotter RP, Lobell DB, Cammarano D, Kimball BA, Ottman MJ, Wall GW, White JW, Reynolds MP, Alderman PD, Prasad PVV, Aggarwal PK, Anothai J, Basso B, Biernath C, Challinor AJ, Sanctis GD, Doltra J, Fereres E, Garcia-Vila M, Gayler S, Hoogenboom G, Hunt LA, Izaurralde RC, Jabloun M, Jones CD, Kersebaum KC, Koehler AK, Müller C, Kumar SN, Nendel C, O’Leary G, Olesen JE, Palosuo T, Priesack E, Rezaei EE, Ruane AC, Semenov MA, Shcherbak I, Stöckle C, Stratonovitch P, Streck T, Supit I, Tao F, Thorburn PJ, Waha K, Wang E, Wallach D, Wolf J, Zhao Z, Zhu Y (2014) Rising temperatures reduce global wheat production. Nat Clim Change 5:143–147
Asseng S et al (2015) Rising temperatures reduce global wheat production. Nat Clim Change 5:143–147
Bennani SN, Nsarellah A, Birouk H, Ouabbou TW (2016) Effective selection criteria for screeningdrought tolerant and high yielding bread wheat genotypes. J Agric Res 4:134–142
Blum A (2011) Plant breeding for water limited environments. Springer, New York
De Costa WAJM (2011) A review of the possible impacts of climate change on forests in the humid tropics. J Natl Sci Found Sri 39:281–302. https://doi.org/10.4038/jnsfsr.v39i4.3879
Farooq M, Bramley H, Palta JA, Siddique KHM (2011) Heat stress in wheat during reproductive and grain-filling phases. Crit Rev Plant Sci 30:491–507. https://doi.org/10.1080/07352689.2011.615687
Gurumurthy G, Sarkar B, Vanaja M, Lakshmi YSK, Maheswari M (2019) Morpho-physiological and biochemical changes in black gram (Vigna mungo L. Hepper) genotypes under drought stress at flowering stage. Acta Physiol Plant 41:42
Hassouni KE, Belkadi B, Filali-Maltouf A, Tidiane-Sall A, Al-Abdallat A, Nachit M, Bassi FM (2019) Loci controlling adaptation to heat stress occurring at the reproductive stage in durum wheat. Agronomy. https://doi.org/10.3390/agronomy9080414
Hayman BI (1958) The separation of epistatic from additive and dominance variation in generation means. Heredity 12:371–390
Jinks JL, Jones RM (1958) Estimation of the components of heterosis. Genetics 43:223
Kamaluddin SRM, Abdin MZ, Khan MA, Alam T, Khan S, Prasad LC, Joshi AK (2007) Inheritance of grain filling duration in spring wheat (Triticum aestivum L.). J Plant Biol 50:504–507
Kearsey MJ, Pooni HS (1996) The genetical analysis of quantitative traits. Chapman and Hall, London
Kearsey M, Pooni HS (2004) The genetical analysis of quantitative traits, 2nd edn. Chapman and Hall, London. ISBN 0-7487-4082-1
Liu F, Jensen CR, Andersen MN (2005) A review of drought adaptation in crop plants: changes in vegetative and reproductive physiology induced by ABA-based chemical signals. Aust J Agric Res 56:1245–1252
Liu B et al (2016) Similar estimates of temperature impacts on global wheat yield by three independent methods. Nat Clim Change 1:1–8
Lopes MS, Reynolds MP (2012) Stay-green in spring wheat can be determined by spectral reflectance measurements (normalized difference vegetation index) independently from phenology. J Exp Bot 63:3789–3798
Mather K, Jinks JL (1982) Biometrical genetics. Chapman and Hall, London. https://doi.org/10.1007/978-1-4899-3406-2
Mathews KL, Malosetti M, Chapman S, McIntyre L, Reynolds M, Shorter R, Eeuwijk V (2008) Multi-environment QTL mixed models for drought stress adaptation in wheat. Theor Appl Genet 117:1077–1091
Naveed M, Ahsan M, Akram HM, Aslam M, Ahmed N (2016) Genetic effects conferring heat tolerance in a cross of tolerant × susceptible maize (Zea mays L.) genotypes. Front Plant Sci 7:729. https://doi.org/10.3389/fpls.2016.00729
Paliwal R, Roder MS, Kumar U, Srivastava JP, Joshi AK (2012) QTL mapping of terminal heat tolerance in hexaploid wheat (Triticum aestivum L.). Theor Appl Genet 125:561–575
Pierre CS, Crossa J, Manes Y, Reynolds MP (2010) Gene action of canopy temperature in bread wheat under diverse environments. Theor Appl Genet 120:1107. https://doi.org/10.1007/s00122-009-1238-4
Pinto RS, Reynolds MP, Mathews KL, McIntyre CL, Olivares-Villegas JJ, Chapman (2010) Heat and drought adaptive QTL in a wheat population designed to minimize confounding agronomic effects. Theor Appl Genet 121:1001–1021
Przulj N, Mladenov N (1999) Inheritance of grain filling duration in spring wheat. Plant Breed 118:517–521
Rane J, Nagarajan S (2004) High temperature index-for field evaluation of heat tolerance in wheat varieties. Agric Syst 79:243–255
Reynolds MP, Ortiz-Monasterio JI, McNab A (2001) Application of physiology in wheat breeding. CIMMYT, Mexico, pp 124–135
Said AA (2014) Generation mean analysis in wheat (Triticum aestivum L.) under drought stress conditions. Ann Agric Sci 59:177–184
Salmi M, Benmahammed A, Benderradji L, Fellahi ZEIA, Bouzerzour H, Oulmi A, Benbelkacem A (2019) Generation means analysis of physiological and agronomical targeted traits in durum wheat (Triticum durum Desf.) cross. Revista Facultad National de Agronomia Medellín 72:8971–8981
Sharma D, Singh R, Rane J, Gupta VK, Mamrutha HM, Tiwari R (2016a) Mapping quantitative trait loci associated with grain filling duration and grain number under terminal heat stress in bread wheat (Triticum aestivum L.). Plant Breed 135:538–545. https://doi.org/10.1111/pbr.12405
Sharma P, Sareen S, Saini M, Shefali (2016b) Assessing genetic variation for heat stress tolerance in Indian bread wheat genotypes using morpho-physiological traits and molecular markers. Plant Genet Resour. https://doi.org/10.1017/S1479262116000241
Sharma D, Jaiswal JP, Singh NK, Chauhan A, Gahtyari NC (2018) Developing a selection criterion for terminal heat tolerance in bread wheat based on various morpho-physiological traits. Int J Curr Microbiol Appl Sci 7:2716–2726
Sharma D, Jaiswal JP, Gahtyari NC, Chauhan A, Chhabra R, Saripalli G, Singh NK (2020) Population structure, association analysis and identification of candidate genes for terminal heat stress relevant traits in bread wheat (Triticum aestivum L. em Thell). Plant Genet Resour 18(3):168–178. https://doi.org/10.1017/S1479262120000131
Song WF, Zhao LJ, Zhang XM, Zhang YM, Li JL, Zhang WL, Song LL, Zhao QJ, Zhang HB, Zhang YB, Xin CL, Sun LF, Xiao ZM (2015) Effect of timing of heat stress during grain filling in two wheat varieties under moderate and very high temperature. Indian J Genet Plant Breed 75:121–124
Sullivan CY, Rao NGP, House LR (1972) Mechanism of heat and drought resistance in grain sorghum and methods of measurement. In: Rao NGP, House LR (eds) Sorghum in the seventies. Oxford and IBH publishing Co. New Delhi, India
Talukder SK, Babar MA, Vijaylakshmi K, Poland J, Prasad PVV, Bowden R, Fritz A (2014) Mapping QTL for the traits associated with heat tolerance in wheat (Triticum aestivum L.). BMC Genet 15:97
Thungo Z, Hussein S, Odindo S, Mashilo J (2020) Genotype-by-environment effects on grain quality among heat and drought tolerant bread wheat (Triticum aestivum L.) genotypes. J Plant Interact 15(1):83–92. https://doi.org/10.1080/17429145.2020.1748732
Tiwari C, Wallwork H, Kumar U, Dhari R, Arun B, Mishra VK, Reynolds MP, Joshi AK (2013) Molecular mapping of high temperature tolerance in bread wheat adapted to the Eastern Gangetic Plain region of India. Field Crop Res 154:201–210
Vignjevic M, Wang X, Olesen J, Wollenweber B (2014) Traits in spring wheat cultivars associated with yield loss caused by a heat stress episode after anthesis. J Agron Crop Sci. https://doi.org/10.1111/jac.12085
Viswanathan C, Khanna-Chopra R (2008) Effect of heat stress on grain growth, starch synthesis and protein synthesis in grains of wheat (Triticum aestivum L.) varieties differing in grain weight stability. J Agron Crop Sci 186:1–7
Acknowledgements
We acknowledge Director Research, G. B. Pant University of Agriculture and Technology, Pantnagar-263 145 (Uttarakhand, India) for providing research facilities. The laboratory facility provided by Dr. Poonam is duly acknowledged. This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
Author information
Authors and Affiliations
Contributions
DS conducted the experiment. DS, JPJ and AC developed the generations. DS and AC recorded the data. DS, NCG and NKS analyzed the data. DS, JPJ and NCG drafted the manuscript. JPJ and DS designed the experiment.
Corresponding author
Ethics declarations
Conflict of interest
Authors declare no conflict of interest.
Additional information
Communicated by A. Goyal.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Sharma, D., Jaiswal, J.P., Gahtyari, N.C. et al. Genetic dissection of physiological traits over trait based breeding in bread wheat conferring terminal heat tolerance. CEREAL RESEARCH COMMUNICATIONS 49, 663–671 (2021). https://doi.org/10.1007/s42976-021-00139-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s42976-021-00139-z