Abstract
A total of 140 diverse spring wheat lines were characterized for agronomic and physiological traits under hot field conditions, and a subset of thirteen were selected for dark leaf respiration studies (Rd). These genetic resources included synthetic-derived lines, landraces, landrace-derived lines, bread wheats, and durum wheats. Initial phenotyping showed that better heat-adapted genotypes (best yielding) exhibited high early biomass (assessed by normalized difference of vegetative index, NDVI), high grainfilling rates, and low canopy temperatures. As for other studies Rd increased as temperature increased (within the range of 15–40 °C), and decreased with plant age. Correlations between Rd and leaf temperature ranged between 0.50 and 0.85. Rd was negatively associated with yield when recorded at 30–35 °C during anthesis and grainfilling. Comparisons between wheat groups showed that synthetic-derived materials expressed lower leaf respiration rates and larger yields than the other groups at warm temperatures.
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Abbreviations
- TGW:
-
Kernel weight
- GM2:
-
Kernel number
- GFR:
-
Grainfilling rate
- GF:
-
Grainfilling duration
- CTv:
-
Canopy temperature during the vegetative stage
- CTg:
-
Canopy temperature during the grainfilling stage
- CT:
-
Average canopy temperature during the vegetative and grainfilling stages
- NDVIv:
-
Normalized difference in vegetative index during the vegetative stage
- NDVIg:
-
Normalized difference in vegetative index during the grainfilling stage
- NDVI:
-
Average normalized difference in vegetative index during the vegetative and grainfilling stages
- WSC:
-
Water soluble carbohydrate content in stems
- Bmm:
-
Dry biomass production at maturity
- Rd :
-
Dark leaf respiration rate
- CHLg:
-
Leaf chlorophyll content during grainfilling
- T min :
-
Minimum air temperature
- T max :
-
Maximum air temperature
References
Al-Khatib K, Paulsen GM (1984) Mode of high temperature injury to wheat during grain development. Plant Physiol 61:363–368
Amthor JS (1994) Respiration and carbon assimilate use. In: Boote KJ, Bennett JM, Sinclair TR, Paulsen GM (eds) Physiology and determination of crop yield. ASA, CSSA and SSSA, Madison, pp 221–250
Amthor JS (2000) The McCree–de Wit–Penning de Vries–Thornley respiration paradigm: 30 years later. Ann Bot 86:120
Atkin OK, Macherel D (2009) The crucial role of plant mitochondria in orchestrating drought tolerance. Ann Bot 103:581–597
Atkin OK, Scheurwater I, Pons TL (2007) Respiration as a percentage of daily photosynthesis in whole plants is homeostatic at moderate, but not high, growth temperatures. New Phytol 174:367–380
Azcón-Bieto J, Osmond CB (1983) Relationship between photosynthesis and respiration the effect of carbohydrate status on the rate of CO2 production by respiration in darkened and illuminated wheat leaves. Plant Physiol 71:574–581
Barnabás B, Jäger K, Fehér A (2007) The effect of drought and heat stress on reproductive processes in cereals. Plant Cell Environ 31:11–38
Berry J, Björkman O (1980) Photosynthetic response and adaptation to temperature in higher plants. Annu Rev Plant Physiol 31:491–543
Bidinger F, Musgrave RB, Fischer RA (1977) Contribution of stored pre-anthesis assimilate to grain yield in wheat and barley. Nature 270:431–433
Bonnett DG, Rebetzke GJ, Spielmeyer W (2005) Strategies for efficient implementation of molecular markers in wheat breeding. Mol Breed 15:75–85
Bouma TJ, De Viser R, Van Leeuwen PH, De Kick MJ, Lambers H (1995) The respiratory energy requirements involved in nocturnal carbohydrate export from starch-storing mature source leaves and their contribution to leaf dark respiration. J Exp Bot 46:1185–1194
Challinor AJ, Watson J, Lobell DB, Howden SM, Smith DR, Chhetri N (2014) A meta-analysis of crop yield under climate change and adaptation. Nat Clim Change 27:1–5
Cossani CM, Reynolds MP (2012) Physiological traits for improving heat tolerance in wheat. Plant Physiol 160:1710–1718
Cossani CM, Reynolds MP (2015) Heat stress adaptation in elite lines derived from resynthesized hexaploid wheat. Crop Sci 55:1–17
Dreisigacker S, Zhang P, Warburton ML, Skovmand B, Hoisington D, Melchinger AE (2005) Genetic diversity among and within CIMMYT wheat landrace accessions investigated with SSRs and implications for plant genetic resources management. Crop Sci 45:653–661
Feller U, Crafts-Brandner S, Salvucci M (1998) Moderately high temperatures inhibit ribulose-1,5-bisphosphate carboxylase/oxygenase (Rubisco) activase-mediated activation of Rubisco. Plant Physiol 116:539–546
Flexas J, Galmes J, Ribas-Carbo M, Medrano H (2005) The effects of water stress on plant respiration. In: Lambers H, Ribas-Carbo M (eds) Plant respiration. Springer, Dordrecht, pp 85–94
Fokar M, Blum A, Nguyen HT (1998) Heat tolerance in spring wheat. II. Grain filling. Euphytica 104:9–15
Foyer CH, Paul MJ (2001) Source–sink relationships. In: Andersen OM (ed) Encyclopedia of life sciences. Wiley, Hoboken, pp 1–11
Gifford RM (2003) Plant respiration in productivity models: conceptualisation, representation and issues for global terrestrial carbon-cycle research. Funct Plant Biol 30:171–186
Gonzàlez-Meler MA, Siedow JN (1999) Inhibition of respiratory enzymes by elevated CO2: does it matter at the intact tissue and whole plant levels? Tree Physiol 19:253–259
Gourdji SM, Mathews KL, Reynolds MP, Crossa J, Lobell DB (2013) An assessment of wheat yield sensitivity and breeding gains in hot environments. Proc R Soc Lond B 280:2012–2190
Hede AR, Skovmand B, Reynolds MP, Crossa J, Vilhelmsen AL, Stølen O (1999) Evaluating genetic diversity for heat tolerance traits in Mexican wheat landraces. Genet Resour Crop Evol 46:37–45
Kase M, Catsky J (1984) Maintenance and growth components of dark respiration rate in leaves of C3 and C4 plants as affected by leaf temperature. Biol Plant 26:461–470
Keeling PL, Bacon PJ, Holt DC (1993) Elevated temperature reduces starch deposition in wheat endosperm by reducing the activity of soluble starch synthase. Planta 191:342–348
Kirschbaum MUF, Farquhar GD (1984) Temperature- dependence of whole-leaf photosynthesis in Eucalyptus pauciflora Sieb Ex Spreng. Aust J Plant Physiol 11:519–538
Lafta AM, Lorenzen JH (1995) Effect of high temperature on plant growth and carbohydrate metabolism in potato. Plant Physiol 109:637–643
Lopes MS, Reynolds MP (2010) Partitioning of assimilates to deeper roots is associated with cooler canopies and increased yield under drought in wheat. Funct Plant Biol 37:147–156
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
López-Castañeda C, Richards RA, Farquhar GD (1995) Variation in early vigor between wheat and barley. Crop Sci 35:472–479
Massacci A, Giardi MT, Tricoli D, DiMarco G (1986) Net photosynthesis, carbon dioxide compensation point, dark respiration, and ribulose-1,5-bisphosphate carboxylase activity in wheat. Crop Sci 26:557–562
McCready RM, Guggols J, Silviers V, Owen HS (1950) Determination of starch and amylase in vegetables. Ann Chem 22:1156–1158
McCullough DE, Hunt LA (1993) Mature tissue and crop canopy respiratory characteristics of rye, triticale and wheat. Ann Bot 72:269–282
Mohammed AR, Tarpley L (2009) Impact of high night time temperature on respiration, membrane stability, antioxidant capacity, and yield of rice plants. Crop Sci 49:313–322
Moser LE, Volenec JJ, Nelson DJ (1982) Respiration, carbohydrate content, and leaf growth of tall fescue. Crop Sci 22:781–786
Nissanka SP, Dixon MA, Tollenaar M (1997) Canopy gas exchange response to moisture stress in old and new maize hybrid. Crop Sci 37:172–181
Olivares-Villegas JJ, Reynolds MP, McDonald GK (2007) Drought adaptive attributes in the Seri/Babax hexaploid wheat population. Funct Plant Biol 34:189–203
Pask AJD, Pietragalla J, Mullan DM, Reynolds MP (2012) Physiological breeding II: a field guide to wheat phenotyping. CIMMYT, Mexico DF
Pinto RS, Reynolds MP (2015) Common genetic basis for canopy temperature depression under heat and drought stress associated with optimized root distribution in bread wheat. Theor Appl Genet 128:575–585
Pinto RS, Reynolds MP, Mathews KL, McIntyre CL, Olivares-Villegas JJ, Chapman SC (2010) Heat and drought adaptive QTL in a wheat population designed to minimize confounding agronomic effects. Theor Appl Genet 121:1001–1021
Porter JR, Gawith M (1999) Temperature and growth and development of wheat: a review. Eur J Agron 10:23–36
Prange RK, McRae KB, Midmore DJ, Deng R (1990) Reduction in potato growth at high temperature: role of photosynthesis and dark respiration. Am Potato J 67:357–369
Rajendrudu G, Rama Prasad JS, Rama Das VS (1987) Correlation between the rates of foliar dark respiration and net photosynthesis in some tropical dicot weeds. Weed Sci 35:141–144
Rawson HM, Evans LT (1971) The contribution of stem reserves to grain development in a range of wheat cultivars of different height. Crop Pasture Sci 22:851–863
Reynolds MP, Mujeeb-Kazi A, Sawkins M (2005) Prospects for utilising plant-adaptive mechanisms to improve wheat and other crops in drought- and salinity-prone environments. Ann Appl Biol 146:239–259
Reynolds MP, Dreccer F, Trethowan R (2007a) Drought-adaptive traits derived from wheat wild relatives and landraces. J Exp Bot 58:177–186
Reynolds MP, Pierre CS, Saad ASL, Vargas M, Condon AG (2007b) Evaluating potential genetic gains in wheat associated with stress-adaptive trait expression in elite genetic resources under drought and heat stress. Crop Sci 47(Supplement_3):S-172
Saint Pierre C, Crossa J, Manes Y, Reynolds MP (2010) Gene action of canopy temperature in bread wheat under diverse environments. Theor Appl Genet 120:1107–1117
Salvucci ME, Ogren WL (1996) The mechanism of Rubisco activase: insights from studies of the properties and structure of the enzyme. Photosynth Res 47:1–11
Seemann JR, Berry JA, Downton WJS (1984) Photosynthetic response and adaptation to high temperature in desert plants: a comparison of gas exchange and fluorescence methods for studies of thermal tolerance. Plant Physiol 75:364–368
Skovmand B, Reynolds MP, Delacy IH (2001) Mining wheat germplasm collections for yield enhancing traits. Euphytica 119:25–32
Van Aken O, Giraud E, Clifton R, Whelan J (2009) Alternative oxidase: a target and regulator of stress responses. Physiol Plant 137:354–361
Van Der Werf A, Poorter H, Lambers H (1994) Respiration as dependent on a species’ inherent growth rate and on the nitrogen supply to the plant. In: Roy J, Garnier E (eds) A whole plant perspective on carbon-nitrogen interactions. SPB Academic Publishing Bv, The Hague, pp 83–103
Van Ginkel M, Ogbonnaya F (2007) Novel genetic diversity from synthetic wheats in breeding cultivars for changing production conditions. Field Crops Res 104:86–94
Van Herwaarden AF, Richards RA, Farquhar GD, Angus JF (1998) ‘Haying-off’, the negative grain yield response of dryland wheat to nitrogen fertiliser. III. The influence of water deficit and heat shock. Aust J Agric Res 49:1095–1110
Van Iersel MW (2003) Carbon use efficiency depends on growth respiration, maintenance respiration, and relative growth rate. A case study with lettuce. Plant Cell Environ 26:1441–1449
Villar R, Held AA, Merino J (1995) Dark leaf respiration in light and darkness of an evergreen and a deciduous plant species. Plant Physiol 107:421–427
Warburton ML, Crossa J, Franco J, Kazi M, Trethowan R, Rajaram S, Pfeiffer W, Zhang P, Dreisigacker S, Van Ginkel M (2006) Bringing wild relatives back into the family: recovering genetic diversity in CIMMYT improved wheat germplasm. Euphytica 149:289–301
Wardlaw IF, Wrigley CW (1994) Heat tolerance in temperate cereals: an overview. Aust J Plant Physiol 21:695–703
Wilson D, Jones JG (1982) Effect of selection for dark respiration rate of mature leaves on crop yields of Lolium perenne cv. S23. Ann Bot 49:313–320
Author contribution statement
RSP conducted field experiments, performed data analysis, and led the write-up. GM contributed in field data collection and interpretation, as well as providing valuable advice in writing the manuscript. MPR designed the experiments and participated in all aspects of data analysis, interpretation, and writing.
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Pinto, R.S., Molero, G. & Reynolds, M.P. Identification of heat tolerant wheat lines showing genetic variation in leaf respiration and other physiological traits. Euphytica 213, 76 (2017). https://doi.org/10.1007/s10681-017-1858-8
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DOI: https://doi.org/10.1007/s10681-017-1858-8