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ORIGINAL RESEARCH article

Front. Plant Sci., 05 October 2022
Sec. Plant Abiotic Stress

Strengthening leaf physiological functioning and grain yield formation in heat-stressed wheat through potassium application

\r\nMuhammad Sarwar,Muhammad Sarwar1,2Muhammad Farrukh SaleemMuhammad Farrukh Saleem2Hamza MaqsoodHamza Maqsood2Najeeb UllahNajeeb Ullah3Aziz KhanAziz Khan4Muhammad WaqasMuhammad Waqas2Nimra SattarNimra Sattar2Muhammad TasneemMuhammad Tasneem2Xu XuXu Xu1Hu ZhangliHu Zhangli1Yang Shuang,*Yang Shuang1,5*
  • 1College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China
  • 2Department of Agronomy, University of Agriculture, Faisalabad, Pakistan
  • 3Faculty of Science, Universiti Brunei Darussalam, Gadong, Brunei
  • 4College of Agriculture Guangxi University, Nanning, China
  • 5College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen, China

Wheat crops are highly sensitive to high temperatures during their reproductive and grain-filling phases. We hypothesized that potassium could increase thermotolerance in wheat during grain filling by protecting cellular organelles, particularly chlorophyll, from heat injury. Two wheat genotypes, Ujala-16 (relatively heat tolerant) and Anaj-17 (relatively susceptible) were grown in pots and were submitted to 4 and 8 days of heat stress under polythene sheets 1 week after anthesis. One day before the onset of heat stress, 2% potassium (K) as K2SO4 was sprayed on all the plants. Flag leaves from both genotypes were collected after 4 and 8 days of heat stress. Leaf physiology changes were measured to quantify heat damage and to understand the K-induced recovery mechanism. The crop was harvested 125 days after sowing, and grain yield data were collected. Increasing duration of heat stress significantly impaired leaf physiology and grain yield of both studied wheat genotypes. Compared with control (under optimum temperature), 4 and 8 days heat-stressed plants produced 11 and 19% lesser grain yield per spike (averaged across genotypes and in the second years of study), respectively. Likewise, 4- and 8-days heat-stressed plants had 15 and 37% (averaged across genotypes and in the second years of study) lower flag leaf photosynthesis, respectively, compared with control plants. Across the genotypes, 8-days heat caused significantly more grain yield loss in Anaj-17 during the second year than in Ujala-16. Foliar K significantly restored leaf chlorophyll, Pn, Fv/Fm by reducing cellular membrane damage in the heat-stressed plants. This physiological recovery and activation of the plant defensive system by K under high-temperature stress protected the growth and grain development. For example, Ktreated plants produced 19% higher 1,000 grain weight in 8 days of heat stress (across genotypes and in the second years of study) compared with water-treated plants under the hot environment of the respective thermal regime. Our study suggests that wheat performance under terminal heat stress can be improved through the exogenous application of K.

Introduction

Global climate change and shifts in weather patterns have significantly increased the frequency of heat events during reproductive growth phases of wheat crops in many parts of the world (Ullah et al., 2020; Collins et al., 2022). Short episodes of heat during the early to mid-grain filling phase of wheat severely affect cell biochemistry, physiology, and overall grain yields (Ullah and Chenu, 2019; Shenoda et al., 2021). Yearly variations in grain yield recorded in many wheat-growing countries are associated with the rapid changes in temperature during grain filling (Djanaguiraman et al., 2020). For wheat crop, 21–23°C is considered the optimum temperature during grain filling (Porter and Gawith, 1999), and grain yield is reduced by 6% for each 1°C rise above this optimum temperature (Asseng et al., 2015). During the last 100 years, the global mean air temperature has increased by 0.8°C, and a further 2–4°C increase is projected for 2050 (IPCC, 2014). Numerous workers have reported that high temperature during grain filling reduces grain number and weight in wheat (El Sabagh et al., 2019; Ullah et al., 2019). Even a brief episode of heat (1 day) during early grain setting significantly diminishes wheat grain yield (Talukder et al., 2014).

Depending on severity and duration, post-anthesis heat stress limits carbohydrate formation and translocation toward developing grains (Sharkey, 2005). The reduction in growth and yield under a hot environment is associated with impaired physiological plant functioning. For example, high temperature in field crops disturbs the balance between reactive oxygen species (ROS) and the plant defensive system (Sarwar et al., 2017, 2018, 2019, 2021). Heat-induced cell membrane leakage during grain filling indicates oxidative damage to cellular organelles in wheat crops (Dias et al., 2010). Damage to leaf chlorophyll under hot environments results in poor photosynthesis (Pn), stomatal conductance (Gs), and chlorophyll fluorescence (Fv/Fm), and it inhibits the physiological functioning of wheat crops (Feng et al., 2014). Similarly, high temperature during grain-filling accelerates flag leaf senescence by 25% (Talukder et al., 2014; Djanaguiraman et al., 2020), although wheat genotypes with superior leaf greenness could sustain grain yield hot heat stress (Ullah et al., 2019; Mirosavljević et al., 2021). Similarly, genotypes with a capacity to sustain total soluble sugars (TSS), antioxidants, Pn, Gs are more adapted to heat stress (Sun et al., 2014; Nagar et al., 2015; Bala and Sikder, 2017).

Several approaches have been used for improving heat stress tolerance in crops, i.e., by developing heat-tolerant genotypes (Mondal et al., 2016), adjusting sowing dates (Saeed et al., 2017), and applying compatible solutes (Siddique et al., 2018), signaling molecules (Sarwar et al., 2021) growth regulators (Hu et al., 2016), and nutrients (Waraich et al., 2012; Sarwar et al., 2019). Foliar application of nutrients is one of the critical cultural practices for mitigating the adverse effects of heat stress on field crops (Raghunath et al., 2021). High temperature reduces nutrient uptake, and their utilization and partitioning in crops (Matías et al., 2021). Exogenous application of potassium increases leaf chlorophyll contents at grain filling of wheat. At the same time, higher leaf potassium in wheat and cotton crops under high-temperature stress also increases leaf chlorophyll contents (Zahoor et al., 2017).

Potassium, which is relatively immobile in soil, moves slowly by diffusion (Barber, 1984), and at grain filling of wheat, the K requirement is not met in calcarious soils even when the soil contains an adequate amount of potassium (Jifon and Lester, 2009). Despite the fact that K is relatively immobile in soil, it moves slowly through diffusion in the soil profile (Gäth et al., 1989), and even more slowly in soils with low cation exchange capacity (Wells et al., 1982). Under any abiotic stress, the plant expends its energy (ATP) to save its life (by producing compatible solutes and HSP), resulting in fewer ATPs available for roots to activate K+ uptake (Lester et al., 2005). When potassium uptake decreases, there is a deficiency within the root and leaf cells, and the concentration of reactive oxygen species in the cells increases (Shin and Schachtman, 2004). The Ca++ and K+ channels are affected by increased ROS production, and increased Ca++ concentration pushes potassium out of the cell (Pei et al., 2000). Foliar spray of K activates the defense system in heat-stressed wheat plants, protecting membranes from oxidative damage and strengthening physiological functioning (Shahid et al., 2020). For example, K foliar spray improved leaf Pn and carbon assimilation of heat-stressed wheat (Hassanein et al., 2013; Dhyani et al., 2016; Chaurasiya et al., 2018) by protecting chlorophyll contents and the membrane stability from oxidative damage (Rahman et al., 2014; Lv et al., 2017). Similarly, wheat genotypes sprayed with K at 70–80 days after sowing (DAS) exhibited significantly superior stay-green traits and produced higher grain yield under heat stress (Rahman et al., 2014).

Despite the positive impact of K on heat-stressed wheat, limited literature is available on how K protects developing wheat grains from short- and long-term heat spells. In this study, we quantified the impact of short and long episodes of heat on wheat on wheat grains and explored the specific role of K on grain yield formation. We hypothesized that (1) short and long-duration heat spells after anthesis impair plant physiology and reduce grain yield, and (2) potassium could increase thermotolerance in wheat during grain filling by protecting cellular organelles, particularly chlorophyll, from heat injury. The specific objectives of this study were: (1) to quantify the impact of short and long heat spells on wheat crops under controlled conditions, (2) to develop a technique to analyze heat damage, and (3) to explore the potential of K for alleviating wheat crop from heat damage.

Materials and methods

The pot experiment was conducted in the wirehouse of the University of Agriculture, Faisalabad, Pakistan, during the Rabi season, 2018–2019, to observe the effects of heat durations and K on wheat genotypes 1 week after anthesis. The mean maximum temperature under polythene sheet for 4 and 8 days of heat stress, 1 week after anthesis, in 2019 was 29 and 28°C, respectively, while in 2020, the mean maximum temperature was 32 and 33°C for 4 and 8 days of heat stress, respectively, 1 week after anthesis (Supplementary Table 1). By making small holes in polythene sheets, relative humidity was kept between 70 and 80%. Water was applied to heat stress and ambient/natural environment pots on daily basis by measuring pan evaporation in order to maintain 100% field capacity in both heat stress and ambient/natural environment pots. Figure 1 depicts the weather conditions throughout the crop growing season during both years of study. The site is located at latitude 31°-26′ N, longitude 73°-06′ E, and altitude = 184.4 m. In this study, we used two wheat genotypes, Ujala-16 (relatively heat tolerant) and Anaj-17 (relatively susceptible). These genotypes were screened in a preliminary experiment based on relative cell injury, net photosynthetic rate, stomatal conductance, chlorophyll fluorescence, and seed yield (data not shown). The heat tolerant genotypes showed less cell injury, more photosynthetic rate, stomatal conductance chlorophyll fluorescence, and seed yield over the heat susceptible genotypes (data not shown). Both genotypes are commercially cultivated in wheat-growing areas of Pakistan. The seeds were collected from Wheat Research Institute, Ayub Agricultural Research Institute, Faisalabad, Pakistan. Soil was analyzed before the sowing of crop and had the properties as: organic matter 1.20 ± 0.025%; pH 8.2 ± 0.2, electrical conductivity (Ec-dS/m) 0.54 ± 0.013; available potassium 210 ± 5.9 ppm; available phosphorous 24.2 ± 0.6 ppm; available zinc 1.35 ± 0.035 ppm and available boron 0.7 ± 0.017 ppm. Each pot was filled with 18 kg soil with a peat and silt ratio of 3:1. Fifteen seeds were planted in each earthen pot (35 cm × 25 cm, length × width having 14.7 L capacity), which were thinned to 10 seedlings per pot after 1 week of germination and each pot received 2.24 g of urea (containing 46% nitrogen). Half of the nitrogen was applied at sowing, and the other half was applied 20 days after sowing. The pots were regularly watered to avoid heat drought complex.

FIGURE 1
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Figure 1. Weather conditions during crop growth period (A) 2018–2019 (B) 2019–2020.

Imposition of heat stress and potassium

Seven days after anthesis, one set of plants (16 pots) was exposed to heat stress for 4 days, and the other set (16 pots) was subjected to heat stress for 8 days using a pierce polythene sheet (Saleem et al., 2018). The control set (16 pots) was kept in an ambient environment. Polythene sheet temperature was recorded daily using a digital multimeter (Digital Multimeter- 50,302) during heat imposition. The polythene sheet and the ambient temperatures are given in Table 1. Potassium (2%) was sprayed on half of the pots of each set 1 day before the start of the heat stress treatment. Potassium solution was mixed with a surfactant Tween-80 at 0.1% v/v (1 ml/L) and was applied early in the morning. In each pot, 80 ml of water was sprayed at 8 ml/s. Elemental sulfur was also sprayed in control pots of each set to account for the additional effects of sulfur. Polythene sheets were removed immediately after 4 and 8 days, and the data were collected for physiological and biochemical attributes. The experimental treatments were arranged under a completely randomized design (CRD) with split arrangements. There were four replications for each treatment with heat stress as the main factor while genotypes and foliar spray of K as sub-factors.

TABLE 1
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Table 1. Effect of optimal and stressful conditions of pots, potassium (K) spray and cultivars on superoxide dismutase (SOD U mg–1 protein), peroxidase (POD U mg–1 protein), catalase (CAT U mg–1 protein), and total soluble sugars (TSS mg/g of DW) of wheat flag leaves under 4 and 8 days of heat stress 1 week after anthesis.

Leaf biochemical attributes

For biochemical analysis, three flag leaves were collected from each pot at the termination of heat stress treatment, i.e., 4 and 8 days. A composite sample was prepared from the leaves of each pot. A 0.5 g leaf sample was taken from the composite sample for the extraction of enzymes and reactive oxygen species. Superoxide dismutase (SOD) activity (U mg–1 protein) was measured by inhibiting nitro blue tetrazolium. A reaction mixture of 100 μl enzyme extract was used in an ELISA plate, and absorbance was recorded at 560 nm with an ELISA plate reader (Giannopolitis and Ries, 1977). Guaiacol oxidation procedure was used to quantify the leaf peroxidase (POD) activity (U mg–1 protein), and reaction mixtures along with 150 μl enzyme extract were taken in an ELISA plate, and enzyme quantity was measured at 470 nm (Liu et al., 2009). Hydrogen peroxide reactant was used to quantify the catalase (CAT) activity (U mg–1 protein) using (Liu et al., 2009) protocol. A reaction mixture containing 150 μl enzyme extract was used in an ELISA plate reader, and the absorbance was taken at 240 nm. The anthrone method measured total soluble sugars (TSS) (Yemm and Willis, 1954). Dry leaf tissues (0.5 g) were mixed with 5 ml of 95% ethanol. Alcoholic extract was preserved in the refrigerator, and 1/10th was mixed with 3 ml anthrone. The samples were placed in a boiling water bath for 10 min. Total soluble sugars were measured at 625 nm. Soluble sugars were quantified using glucose standard and measured as mg g–1 of DW of leaves. Leaf malondialdehyde (MDA) contents were measured according to the procedure described by Cakmak and Horst (1991). A 0.5 g leaf sample was homogenized with 3 ml of 0.1% (w/v) trichloroacetic acid (TCA), and the supernatant was extracted. A total of 3 ml of 20% TCA solution and 0.5% thiobarbituric acid were added to 0.5 ml of supernatant. A mixture, leaf extract, and a blank was added to an ELIZA plate, and the absorbance was measured at 532 and 600 nm.

Relative cell injury

Three flag leaves from each pot were collected at 12:00 p.m. after the termination of 4 and 8 days of heat stress and were averaged. A 10-mm diameter two leaf disks were obtained from both sides of flag leaves. Both leaf discs were washed 3-4 times with double distilled water and poured into test tubes having deionized water. One set of test tubes was treated in the water bath at 50°C for 1 h, while the other set of test tubes was maintained at room temperature at 25°C for an hour. The initial electrical conductivity (EC) was measured from both heat-treated and control test tubes at room temperature with an electrical conductivity meter (Model, Jenway 4510, Japan). After taking the initial EC, both test tubes were autoclaved (Model, HAU-85, Hirayam instruments, Tokyo, Japan) for 10 min at 0.1 MPa pressure. The final EC of both test tubes was determined at room temperature. Relative cell injury (RCI) was determined according to Sullivan (1972).

RCI % = 1 - 1 - ( T 1 T 2 ) 1 - ( C 1 C 2 ) × 100 (1)

Where, C1 and C2 are the initial and final EC of control test tubes and T1 and T2 are the initial and final EC readings of heat-treated test tubes.

Photosynthetic parameters

Flag leaf gas exchange components and chlorophyll fluorescence (Fv/Fm) from three plants of each pot were measured immediately after removal 4 and 8 days heat stress in both experiments at 10:00 to 12:00 h and were averaged. An infrared gas analyzer (LCi Analyzer having Broad Head, Part Number LCi-002/B with Serial Number 32455) was used to determine the net photosynthetic rate (Pn, μ mol m–2 s–1) and stomatal conductance (Gs mol m–2 s–1) at three different developmental phases of the of wheat crop. These gas exchange characteristics were measured from flag leaves. Thylakoid membrane stability was assessed by measuring Fv/Fm using a Multi-mode chlorophyll fluorometer (OptiScience, UK with Serial Number 0729501) after 20 min dark adaptation of leaves. Maximum Fv/Fm was calculated as an indicator of plant stress (Prasad et al., 2008).

Three flag leaves from each pot and five flag leaves from each plot of both experiments were collected before sunset after removing heat stress to determine chlorophyll a/b contents. A total of 0.5 g sub-sample from each pot and plot leaves was taken and soaked overnight in 80% acetone. A blank with 80% acetone and leaves extracts of 1.5 μl were taken in an ELISA plate, and the absorbance was recorded at 645 and 663 nm wavelength in an ELISA plate reader for chlorophyll a and b contents (Arnon, 1949).

Flag leaf senescence and yield observations

Three flag leaves from each pot were tagged to measure the leaf senescence, yield per spike, and grain weight per spike at the end of 4- and 8-days of heat stress. Flag leaf senescence of selected plants was measured 1 day before and 7 days after heat stress. The senescence percentage of selected leaves was measured with a measuring scale, and the values were averaged. The crop was harvested 125 days after sowing, and the number of grains per spike (NGPS), grain weight per spike (GWPS-gram), seed yield per spike, seed weight per spike and 1,000 grain weight were recorded from the selected plants and were averaged.

Statistical analysis

A three-way analysis of variance was used to assess the effect of heat levels × foliar spray of K × genotypes under ambient and polythene sheet environments. Data at P ≤ 0.05 were analyzed statistically using Fisher’s analysis of variance technique (Steel and Torrie, 1960). Tukey’s honestly significant difference (Tukey’s HSD) test was employed to compare the means at 1% using STATISTIX 10.1 software (Gomez and Gomez, 1984). Before running the combined ANOVA, a separate ANOVA was run for each factor. Graphs were drawn using MS Excel-2016, and the correlation matrix and the PCA analysis were performed in XL-STAT software.

Results

Grain yield and yield components under heat stress of polythene sheets

The wheat crop responded variably to the studied years. At 4 and 8 days of heat stress, 1 week after anthesis, the mean maximum temperature under polythene sheets was 29 and 28°C in 2019, while the temperature was 32 and 33°C in 2020. The mean maximum temperatures (both 4 and 8 days) in 2019 showed mild/non-significant effects on yield components, i.e., grain weight per spike, grain numbers per spike and 1,000 grain weight in both wheat genotypes. However, in 2020, the 4 hot days had a relatively lesser impact on yield components, but the 8 hot days (33°C ± 2) significantly reduced the grain yield components in both genotypes. In the second year of the study, for example, grain weight per spike, grain number per spike and 1,000 grain weight were reduced by 15, 11, and 14%, respectively, in 4 days of heat stress, and the decrease in three yield attributes was 34, 19, and 37% in 8 days of heat stress over the ambient/natural plants of respective thermal regimes (Figures 2, 3A,B).

FIGURE 2
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Figure 2. Impact of optimal, 4 and 8 days of heat stress (1 week after anthesis), potassium (K) spray and cultivars (heat × K × cultivars P < 0.01) on 1,000 grain weight (A) 2019 (B) 2020 and grain weight per spike (C) 2019 (D) 2020 of wheat. Values are the means of four replications (n = 4) ± SE and variants possessing the same letters are not statistically significant at P < 0.01.

FIGURE 3
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Figure 3. Impact of optimal, 4 and 8 days of heat stress (1 week after anthesis), potassium (K) spray and cultivars (heat × K × cultivars P < 0.01) on number of grains per spike (A) 2019 (B) 2020 and flag leaf senescence (C) 2019 (D) 2020 of wheat. Values are the means of four replications (n = 4) ± SE and variants possessing the same letters are not statistically significant at P < 0.01.

Ujala-16 Heat-sensitive genotype (Anaj-17) and heat tolerant genotype (Ujala-16) produced 16% and 9% fewer grains per spike (NGPS), respectively, in 4 days of heat stress, while 26 and 15% fewer NGPS, respectively, in response to 8 hot days in the second year when compared with plants of ambient environments (Figures 3A,B). Similarly, in the second year, 1,000 grain weight of heat tolerant and heat susceptible genotypes was reduced by 30 and 41% in response to 8 hot days, respectively (Figures 2A,B). However, both genotypes produced a similar grain yield under ambient conditions in both study years.

Flag leaf senescence was increased in 4 and 8 days of heat stress in both genotypes in the second year of study, but Anaj-17 showed relatively more damage than Ujala-16 (Figures 3C,D). For example, 39 and 29% higher flag leaf senescence was observed in Anaj-17 and Ujala-16, respectively, in 8 days of heat stress over the ambient environment. Similarly, 4 days and 8 hot days resulted in 12 and 35% more flag leaf senescence (average across genotypes and the second year) than ambient plants.

Across genotypes, foliar K (2%) spray more effectively increased the grain yield and leaf greenness of the heat tolerant than of heat susceptible genotype under high-temperature stress; however, K had no effect in both genotypes under ambient environment (Figures 2, 3). Anaj-17Ujala-16Foliar spray of K increased 1,000 grain weight of Anaj-17 and Ujala-16 by 11 and 12% in the second years of study, respectively, under 8 days of heat stress, while 6 and 8% increase was observed in both genotypes under 4 days of heat stress over the non-K treated plants of the respective thermal regime (Figures 2A,B). Foliar spray of K also significantly reduced flag leaf senescence by 14 and 16% in Ujala-16 under 4 and 8 days of heat stress over Anaj-17 (during the second year) (Figures 3C,D). However, the effect was not significant under an ambient environment. Overall, wheat genotypes experienced 13% (averaged across genotypes) more grain losses in response to 8 days of heat stress over 4 days. 1,000 grain weight losses were 30% more in 8 than in 4 hot days (Figures 2A,B). Across the genotypes, 8 days of heat stress caused 34% more flag leaf senescence than 4 hot days. Overall, foliar spray of K (2%) increased 7 and 9% NGPS; 7 and 12% 1,000 grain weight and reduced flag leaf senescence by 8% and 10% across the genotypes under 4 and 8 days of heat stress, respectively.

Leaf physiological functions in response to heat stress under polythene sheets

Across the genotypes and in the second year of study, Pn, Gs and Fv/Fm were reduced by 14, 10, and 11% in 4 days heat-stressed plants (32°C ± 2), while 24, 21, and 22% reduction were observed in 8 days heat-stressed plants (33°C ± 2) compared with plants of the ambient environment. Similarly, under high-temperature stress, leaf chlorophyll contents and leaf physiology were reduced more in heat susceptible genotypes than heat tolerant genotypes. During the first year of study, leaf physiological functions were not reduced prominently by 4 days (29°C ± 2 averaged across) and 8 days of heat stress (28°C ± 2 averaged across) when compared with the ambient environment. Exogenous application of K significantly restored the leaf physiological traits (Pn, Gs, Fv/Fm and chl a) of heat stressed plants across the 4 and 8 days of heat stress in the second year of study, with a relatively more recovery in heat tolerant genotype and under 8 days of heat stress (Ujala-16) (Tables 2, 3). Across the genotypes, Pn, Gs, Fv/Fm and Chl a contents of K-treated leaves were increased by 14, 10, 11, and 10% in 8 days of heat-stressed plants compared with their non-K treated leaves under respective heat environments (Tables 2, 3).

TABLE 2
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Table 2. Effect of optimal and stressful conditions of pots, potassium (K) spray, and cultivars on malondialdehyde (MDA nmol g–1 FW), relative cell injury (RCI%), net photosynthetic rate (Pn μmol m–2 s–1), and stomatal conductance (Gs m mol m–2 s–1) of wheat flag leaves under 4 and 8 days of heat stress 1 week after anthesis.

TABLE 3
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Table 3. Effect of optimal and stressful conditions of pots, potassium spray and cultivars on chlorophyll fluorescence (Fv/Fm) and chlorophyll contents (Chl a, b mg g–1 FW) of wheat flag leaves under 4 and 8 days of heat stress 1 week after anthesis.

Both 4 and 8 days of post-anthesis heat significantly increased lipid peroxidation (MDA) and relative cell injury (RCI) in both genotypes, but the more considerable damage was observed in 8 days of heat stress in Anaj-17 (heat susceptible genotype) during the second year of study. While during the first year of study, the effect of 4 and 8 days of heat stress was not observed as prominent on MDA and RCI. Foliar spray of K significantly reduced the MDA and RCI contents of both wheat genotypes under both 4 and 8 days of heat stress (Table 2). For example, Ktreated plants had 34 and 23% lower MDA and RCI, respectively, under 4 days of heat stress, and 40 and 32% under 8 days of heat stress, respectively, compared with their respective non-K plants (averaged across genotypes and second year of study). Across the genotypes and years of study, K was relatively more effective in reducing MDA and RCI contents of Ujala-16 than of Anaj-17 under both 4 and 8 days of heat stress. Antioxidant enzymes (SOD, POD, CAT) and total soluble sugars (TSS) were increased by 61, 76, 54, and 66% (averaged across genotypes and second years of study) in 4 days of heat stress and 81, 89, 97, and 98% increase were observed in 8 days of heat stress, compared with plants of ambient environment of both stress regimes (Table 1). In general, a significantly more increase in antioxidant enzymes and total soluble sugars was measured in Ujala-16 than in Anaj-17 in both years of study. Antioxidant enzyme activities (SOD, POD, CAT) and total soluble sugars (TSS) were further stimulated in response to the foliar spray of K under both temperature regimes and across the genotypes. Further up-regulation was observed in Ujala-16 under both 4 and 8 days of heat stress. Averaged across the genotypes in second year of study, K-treated leaves had 1.02 folds, 1.03 folds, 1.10 folds and 0.77 folds higher SOD, POD, CAT and TSS contents, respectively, under 8 hot days compared with their respective water-treated leaves (Table 1). The correlation matrix shows that the number of grains per spike, grain weight per spike, 1,000 grain weight, leaf physiological traits and total soluble sugars were positively correlated with each other but negatively correlated with stress indicators, i.e., MDA, RCI, and flag leaf senescence (Table 4).

TABLE 4
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Table 4. Correlation matrix of malodialdehyde (MDA), relative cell injury (RCI), total soluble sugars (TSS), net photosynthetic rate (Pn), flag leaf senescence (FLS), number of grains per spike (NGPS), grain weight per spike (GWPS), and 1,000 grain weight (1,000 GW).

Principal component analysis

Principal component analysis (PCA) was performed to estimate the relative effects of flag leaf senescence, MDA and RCI on grain yield, grain weight and TSS of heat-stressed wheat. PCA loading matrix shows a strong negative correlation of flag leaf senescence, MDA and RCI with NGPS, GWPS and 1,000 grains weight during post-anthesis heat stress. Malondialdehyde, relative cell injury and flag leaf senescence had a strong and positive relationship with each other, while 1,000 grain weight, Pn, GWPS, NGPS, and TSS had a strong and positive correlation. Flag leaf senescence fell in the negative quadrant of PCA, indicating this trait contributed to reducing the grain yield of wheat genotypes (Figure 4A). The first principle component analysis (PC 1) covered maximum variation (95.3%), followed by the second principal component (PC 2) which covered 2.8% of the total variation. The W, X, Y, and Z dots in the PAC matrix show the ambient environment while A, B, C, and D show 8 days heat stress and 1, 2, 3, and 4 dots show 4 days of heat stress. The W, X, Y, and Z dots are scattered closely and away from the vertical line representing the close and positive performance of studied parameters under an ambient environment. The A, B, C, and D dots are scattered close to the vertical line indicating that the studied parameter are not closely related and senescence has strong and negative relation with the studied parameters. The 1, 2, 3, and 4 dots of 4 days of heat stress are located away from the vertical line, indicating the close and positive performance of studied parameters than the 8 days of heat stress (Figure 4B). The maximum variation of PC 1 shows that there is a strong and negative correlation of flag leaf senescence with NGPS, GWPS and 1,000 grain weight.

FIGURE 4
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Figure 4. Principle component analysis (PCA) (A,B): monoplot and biplot correlation of malondialdehyde (MDA) relative cell injury (RCI), net photosynthetic rate (Pn), flag leaf senescence, 1,000 grain weight (1,000 GW), grain weight per spike (GWPS) and number of grains per spike (NGPS) under optimal, 4 and 8 days of heat stress 1 week after anthesis of polythene sheet (averaged across both years of study).

Summary of results is depicted schematically in Figures 5, 6 shows a pictorial view of wheat plants under optimal, 4 and 8 days of heat stress conditions, as well as the effects of potassium under 4 and 8 days of heat stress conditions.

FIGURE 5
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Figure 5. Flow diagram for the effects of post-anthesis heat stress on wheat crop and the role of foliar spray of potassium for inducing thermotolerance in wheat.

FIGURE 6
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Figure 6. Pictorial view of wheat crop under (A) ambient environment post anthesis (B) 4 days and (C) 8 days heat stress (D) foliar spray of potassium in post anthesis 4 days, and (E) 8 days heat stress.

Discussions

Impact of heat stress on yield and yield attributes

Post-anthesis initial grains development and grain filling in wheat crops are highly sensitive to short and long-duration heat spells in most parts of the world (Farooq et al., 2011; Amanullah and Fahad, 2018; Poudel et al., 2020). One of the main objectives of this study was to quantify the grain yield and weight loss in wheat 1 week after anthesis in response to 4 and 8 days of heat stress. In the current study, reduced grain yield and flag leaf senescence were strongly correlated to post-flowering (1 week after anthesis) heat 32–33°C. This period conoids the initial phase of grains development in wheat crops, which is highly sensitive to abiotic stresses (Stone and Nicolas, 1995). Short-term (3–4 days) heat stress (35–40°C) after anthesis significantly reduces yield (23%) and yield attributes in wheat (Stone and Nicholas, 1994; Wardlaw and Wrigley, 1994). Post anthesis high temperature (>31°C) diminishes the grain filling period in wheat (Wardlaw and Moncur, 1995). High temperature (31/20°C) during grain filling reduces grain weight in wheat (Dias and Lidon, 2009). Post-anthesis heat could stimulate flag leaf senescence, aborts initial small grains and affects the grain filling process, which directly reduces the final grain yield in wheat (Talukder et al., 2014). At post-anthesis in wheat, flag leaf senescence starts, while short and long-duration heat spells at this stage trigger the production of stress hormones (Hasanuzzaman et al., 2013), which restrict the translocation of carbohydrates toward developing grains (Feng et al., 2014). For example, heat stress in developing wheat kernels affects the starch synthase and reduces starch accumulation by 65% (Barnabás et al., 2008; Zahra et al., 2021). Heat stress in wheat 3–7 days after anthesis reduces grain numbers per spike and 1,000 grain weight, possibly due to abortion of young grains and an increase in photorespiration (Mohammadi et al., 2004; Marcela et al., 2017). In the current study, compared with control (ambient), the plants exposed to 4 and 8 hot days in the second year produced 11 and 19% fewer grains per spike, respectively (averaged across the genotypes). Similarly, 1,000 grain weight was also reduced by 14 and 37% in response to 4 and 8 hot days of heat stress, respectively. This loss in grain yield could be attributed to heat-induced ethylene production, decreased photosystem efficiency, and increased oxidative stress, which increased flag leaf senescence (Hays et al., 2007; Narayanan, 2018; Atif et al., 2021). The initial phase of grain formation in wheat is most sensitive to heat, and a heat shock during this period could abort grains (Fan et al., 2018). Bergkamp et al. (2018) documented that post-anthesis heat stress shortens the grain filling duration and restricts resource allocation toward developing grains. Post-anthesis heat spells in wheat damaged the leaf physiology and grain weight more in heat sensitive genotype than heat tolerant genotype (Dhyani et al., 2013; Mirosavljević et al., 2021). The better performance of heat tolerant genotype under short and long duration heat spells of present study could be associated with better cell bio-chemistry, membrane stability, sustained of leaf physiology and grain yield (Rehman et al., 2016; Yadav et al., 2018; Rajametov et al., 2021).

Post-anthesis heat in wheat affects photosynthesis, chlorophyll contents, and thylakoid membranes, triggering leaf senescence (Blum, 1998). In this study, significantly Pn, Fv/Fm were reduced by 15 and 16% in 4 days, while 37 and 36% reduction were observed in 8 days of heat stress (across the genotypes and first year of study). A short episode of heat (3 days of heat stress) at grain filling can reduce Pn and Fv/Fm of wheat crops by 69.9 and 41.16%, as suggested by Feng et al. (2014). Accumulation and translocation of water-soluble carbohydrates toward developing grains contribute to grain size during grain filling (Talukder et al., 2013), and translocation of water-soluble carbohydrates in wheat is highly sensitive to heat stress (Fan et al., 2018). Post-anthesis oxidative injury can significantly impair carbohydrate translocation to developing wheat grains (Yin et al., 2008). Although stem soluble carbohydrates were increased by 54% in the current study (across the heat spells and genotypes), this increase was not sufficient to sustain the source-sink relationship (Ovenden et al., 2017), potentially due to the inactivation of key enzymes regulating carbohydrate translocation from stem to grains (Zhao et al., 2008).

In this study, high temperature at post-anthesis significantly accelerated the oxidative stress, as evidenced by increased MDA (63% in the second year of study across the genotypes) of 8 days of heat-stressed leaves. Although the heat-stressed plants in this study upregulated enzymatic antioxidants, the increase was insufficient to maintain a balance between the plant defensive system and oxidative stress, leading to an increase in membrane damage (Sarwar et al., 2021). The high-temperature stress induces membrane damage in wheat and cotton due to higher lipid peroxidation of membranes (Savicka and Škute, 2010). The superior performance of the tolerant genotype (Ujala-16) in this study is associated with its capacity to sustain membrane stability and cell physiology. For example, the heat-tolerant genotype of this study produced 23% more grain yield than the heat susceptible genotype. This provides evidence that to combat high-temperature stress in wheat at post-anthesis, the development of heat-tolerant genotypes based on membrane stability, leaf physiology, and cell biochemistry could be a suitable technique, supports of initial hypothesis and objectives. Farheen et al. (2021) documented that heat tolerant genotypes in wheat produce higher seed yield under high-temperature stress.

K protects wheat crops from heat damage by restraining leaf physiology

Potassium is an important plant nutrient and has a role in heat stress in maintaining photosynthesis, translocation of water-soluble carbohydrates and stimulating the plant defensive system (Hasanuzzaman et al., 2018). Exogenous application of K and higher leaf concentration of K improve heat stress and salt stress tolerance in maize and wheat under field and controlled conditions (Abbasi et al., 2014; Shahid et al., 2019). We found good support for our hypothesis that foliar spray of K alleviated the adverse effects of heat stress on wheat grain yield. Importantly, exogenous application of K increased grain numbers per spike (12%), 1,000 grain weight (19%) and also reduced flag leaf senescence (27%) in heat-stressed plants of wheat under 8 days of heat in the second years of study (across the genotype). The increase in grain numbers could be associated with restricted ethylene production, which reduced the abscission of peduncles and abortion of newly developed grains in spikelets (Ruan et al., 2012; Ali et al., 2017). Exogenous application of K in wheat at post-anthesis could improve the stay green character associated with synthesizing cytokinin and carbohydrates (Luo et al., 2019). Applying K in wheat under abiotic stress has increased the stay green character by reducing oxidative stress (Beaton and Sekhon, 1985). The increase in grain number and grain yield in wheat due to exogenous application of K is associated with high membrane stability, photosynthetic efficiency, carbohydrates accumulation and translocation toward developing grains (Jan et al., 2017). Potassium application to post-anthesis stressed wheat increases grain yield and weight by 35 and 48% could be due to the higher photosynthetic efficiency of wheat leaves (Aown et al., 2012). The increase in grain yield in wheat by exogenous application of K under drought stress has been associated with the activation of photosynthetic enzymes, maintenance of water relations, and translocation of metabolites toward developing grains (Lv et al., 2017). This implies that the foliar spray of K before the onset of stress would help increase heat tolerance in wheat.

The current study suggested that heat tolerant genotype response is relatively stronger to K application than heat susceptible genotype. Exogenous application of K improves further thermotolerance in heat tolerant genotype than heat susceptible genotype due to increased membrane stability, stimulation of antioxidants and plant defensive genes in heat tolerant genotype (Kumar et al., 2012; Rani et al., 2013; Fahad et al., 2014). Approximately 16 and 22% more grains per plant and 1,000 grain weight were observed due to K application in heat tolerant genotype than heat susceptible genotype in 8 days of heat stress in the second year of study. Our results suggested that K applied during heat stress (4 or 8 days) sustained leaf photosynthesis and significantly protected the cell membrane from damage (RCI and MDA contents). For example, Pn, Gs, Fv/Fm, and Chl a of Ktreated leaves were increased by 22, 23, 25, and 20% increase was observed in 8 days of heat stress in the second year of study compared with water-treated leaves of respective hot environments (averaged across the genotypes). In our study, the recovery in net photosynthetic rate and efficiency of heat-stressed wheat under K application could be associated with an increased accumulation of osmoprotectants (Marschner, 1995) and protected membranes from oxidative stress (Fahad et al., 2013; Lv et al., 2017; Al-Zahrani et al., 2022). Exogenous application of K stimulates the production of antioxidants and improves chlorophyll contents and the photosynthetic rate in leaves of cotton and flower plants (Egilla et al., 2001; Zahoor et al., 2017). In heat tolerant genotype, K improved thermotolerance by strengthening the leaf physiology and membrane stability (Xu et al., 2011). This implies that exogenous application of K in heat tolerant wheat genotypes could further improve leaf physiology and membrane stability, representing a good indicator of heat tolerance (Dias and Lidon, 2010; Shahid et al., 2019) and supports our initial hypothesis and objectives.

Total water-soluble sugars (TSS) and enzymatic antioxidants (SOD, POD, and CAT) were increased by 54, 85, 90, and 78%, respectively, in the current study over the water-treated plants of 8 days of heat stress (across the genotypes and in the second year of study). This increase in TSS and enzymatic antioxidants under high-temperature stress in wheat could be associated with carbohydrates synthesis, their accumulation and the stimulation of the defensive system (Fahad et al., 2017; Khan et al., 2020). The total soluble sugars and antioxidants have been found to increase under heat stress in wheat by exogenous application of potassium (Hong-Bo et al., 2006). The results of this study imply that K may be a potential plant stimulator under abiotic stresses, particularly under heat stress. The results of this study can be generalized to other crops after the detailed studies on the role of K under various abiotic stresses.

Conclusion

Post-anthesis short duration heat (4 days) showed a mild effect, although the sustained heat (8 days) severely affected leaf physiology, plant defensive system, and grain yield of both wheat genotypes, with significantly more damage to heat susceptible genotype. Further, 8 days of post-anthesis heat caused more damage to grain weight than numbers. Foliar application of K in this study induced thermotolerance and strengthened the plant physiology and defensive system of both genotypes. The most pronounced effect of K on plant physiology and grain yield was observed in heat tolerant genotype under 8 hot days. Our study suggests that wheat crops can be protected from post-anthesis heat injury through foliar application of K before a heat spell. Although, further field experiments are needed to confirm the efficacy of K with short and long-duration heat spells.

Data availability statement

The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author.

Author contributions

MS, MFS, and NS designed and wrote the manuscript and helped in data recording and data analysis. HM, NU, AK, MS, MW, HZ, MT, YS, XX, and HZ reviewed and edited the manuscript. All authors have read and approved the submitted version.

Funding

This work was supported by the Shenzhen Peacock Program of Shenzhen KQTD201703271516592 and the University of Agriculture, Faisalabad, Pakistan.

Acknowledgments

The authors are highly thankful to the Analytical Lab, Department of Agronomy, University of Agriculture, Faisalabad, Pakistan and the Medicinal Plant Biochemistry Lab, Department of Biochemistry, University of Agriculture, Faisalabad, Pakistan for providing technical support.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpls.2022.1005773/full#supplementary-material

References

Abbasi, G. H., Akhtar, J., Anwar-ul-Haq, M., Ali, S., Chen, Z., and Malik, W. (2014). Exogenous potassium differentially mitigates salt stress in tolerant and sensitive maize hybrids. Pak. J. Bot. 46, 135–146.

Google Scholar

Ali, Q., Daud, M. K., Haider, M. Z., Ali, S., Rizwan, M., Aslam, N., et al. (2017). Seed priming by sodium nitroprusside improves salt tolerance in wheat (Triticum aestivum L.) by enhancing physiological and biochemical parameters. Plant Physiol. Biochem. 119, 50–58. doi: 10.1016/j.plaphy.2017.08.010

PubMed Abstract | CrossRef Full Text | Google Scholar

Al-Zahrani, H. S., Alharby, H. F., and Fahad, S. (2022). Antioxidative defense system, hormones, and metabolite accumulation in different plant parts of two contrasting rice cultivars as influenced by plant growth regulators under heat stress. Front. Plant Sci. 13:911846. doi: 10.3389/fpls.2022.911846

PubMed Abstract | CrossRef Full Text | Google Scholar

Amanullah Fahad, S. (2018). Corn – production and human health in changing climate. London: IntechOpen. doi: 10.5772/intechopen.74074

CrossRef Full Text | Google Scholar

Aown, M., Raza, S., Saleem, M. F., Anjum, S. A., Khaliq, T., and Wahid, M. A. (2012). Foliar application of potassium under water deficit conditions improved the growth and yield of wheat (Triticum aestivum L.). J. Anim. Plant Sci. 22, 431–437.

Google Scholar

Arnon, D. I. (1949). Copper enzymes in isolated chloroplasts. polyphenoloxidase in beta vulgaris. Plant Physiol. 24:1. doi: 10.1104/pp.24.1.1

PubMed Abstract | CrossRef Full Text | Google Scholar

Asseng, S., Ewert, F., Martre, P., Rötter, R. P., Lobell, D. B., Cammarano, D., et al. (2015). Rising temperatures reduce global wheat production. Nat. Clim. Chang. 5, 143–147. doi: 10.1038/nclimate2470

CrossRef Full Text | Google Scholar

Atif, B., Hesham, A., and Fahad, S. (2021). Biochar coupling with phosphorus fertilization modifies antioxidant activity, osmolyte accumulation and reactive oxygen species synthesis in the leaves and xylem sap of rice cultivars under high-temperature stress. Physiol. Mol. Biol. Plant 27, 2083–2100. doi: 10.1007/s12298-021-01062-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Bala, P., and Sikder, S. (2017). Evaluation of heat tolerance of wheat genotypes through membrane thermostability test. J. Agric. Sci. 2, 1–6. doi: 10.22161/ijeab/2.4.50

CrossRef Full Text | Google Scholar

Barber, S. A. (1984). Liming materials and practices. Soil Acid Liming 12, 171–209. doi: 10.2134/agronmonogr12.2ed.c4

CrossRef Full Text | Google Scholar

Barnabás, B., Jäger, K., and Fehér, A. (2008). The effect of drought and heat stress on reproductive processes in cereals. Plant Cell Environ. 31, 11–38.

Google Scholar

Beaton, J. D., and Sekhon, G. S. (1985). “Potassium nutrition of wheat and other small grains,” in Potassium in agriculture, ed. R. D. Munson (Madison, WI: ASA-CSSA), 701–752.

Google Scholar

Bergkamp, B., Impa, S., Asebedo, A., Fritz, A., and Jagadish, S. K. (2018). Prominent winter wheat varieties response to post-flowering heat stress under controlled chambers and field based heat tents. Field Crop Res. 222, 143–152. doi: 10.1016/j.fcr.2018.03.009

CrossRef Full Text | Google Scholar

Blum, A. (1998). Improving wheat grain filling under stress by stem reserve mobilization. Euphytica 100, 77–83. doi: 10.1023/A:1018303922482

CrossRef Full Text | Google Scholar

Cakmak, I., and Horst, W. J. (1991). Effect of aluminium on lipid peroxidation, superoxide dismutase, catalase, and peroxidase activities in root tips of soybean (Glycine max L.). Physiol. Plant 83, 463–468. doi: 10.1111/j.1399-3054.1991.tb00121.x

CrossRef Full Text | Google Scholar

Chaurasiya, A., Singh, D., Dutta, S. K., and Roy, A. (2018). Growth and yield enhancement of wheat through foliar spray of osmoprotectants under high temperature stress condition. J. Pharmacogn. Phytochem. 7, 2819–2825.

Google Scholar

Collins, B., Najeeb, U., Luo, Q., and Tan, D. K. (2022). Contribution of climate models and APSIM phenological parameters to uncertainties in spring wheat simulations: Application of SUFI-2 algorithm in northeast Australia. J. Agron. Crop Sci. 208, 225–242. doi: 10.1111/jac.12575

CrossRef Full Text | Google Scholar

Dhyani, K., Ansari, M. W., Rao, Y. R., Verma, R. S., Shukla, A., and Tuteja, N. (2013). Comparative physiological response of wheat genotypes under terminal heat stress. Plant Signal. Behav. 8:e24564. doi: 10.4161/psb.24564

PubMed Abstract | CrossRef Full Text | Google Scholar

Dhyani, V. C., Kumar, R., Pandey, D. S., Singh, V. P., Singh, I. P., Sharma, Y., et al. (2016). Improving productivity of wheat through mulching and foliar nutrition in late sown wheat. Intern. J. Bio Res. Stress Manag. 7, 990–995. doi: 10.23910/IJBSM/2016.7.5.1564

PubMed Abstract | CrossRef Full Text | Google Scholar

Dias, A. S., and Lidon, F. C. (2010). Bread and durum wheat tolerance under heat stress: A synoptical overview. Emir. J. Food Agric. 22, 412–436. doi: 10.9755/ejfa.v22i6.4660

CrossRef Full Text | Google Scholar

Dias, A. S., and Lidon, F. C. (2009). Evaluation of grain filling rate and duration in bread and durum wheat, under heat stress after anthesis. J. Agron. Crop Sci. 195, 137–147. doi: 10.1111/j.1439-037X.2008.00347.x

CrossRef Full Text | Google Scholar

Dias, A. S., Barreiro, M. G., Campos, P. S., Ramalho, J. C., and Lidon, F. C. (2010). Wheat cellular membrane thermotolerance under heat stress. J. Agron. Crop Sci. 196, 100–108. doi: 10.1111/j.1439-037X.2009.00398.x

CrossRef Full Text | Google Scholar

Djanaguiraman, M., Narayanan, S., Erdayani, E., and Prasad, P. V. (2020). Effects of high temperature stress during anthesis and grain filling periods on photosynthesis, lipids and grain yield in wheat. BMC Plant Biol. 20:268. doi: 10.1186/s12870-020-02479-0

PubMed Abstract | CrossRef Full Text | Google Scholar

Egilla, J. N., Davies, F. T., and Drew, M. C. (2001). Effect of potassium on drought resistance of Hibiscus rosa-sinensis cv. leprechaun: Plant growth, leaf macro-and micronutrient content and root longevity. Plant Soil 229, 213–224. doi: 10.1023/A:1004883032383

CrossRef Full Text | Google Scholar

El Sabagh, A., Hossain, A., Barutcular, C., Islam, M. S., Awan, S. I., Galal, A., et al. (2019). Wheat (Triticum aestivum L.) production under drought and heat stress–adverse effects, mechanisms and mitigation: A review. Corvinus university of Budapest. Appl. Ecol. Environ. Res. 17, 8307–8332. doi: 10.15666/aeer/1704_83078332

CrossRef Full Text | Google Scholar

Fahad, S., Bajwa, A. A., Nazir, U., Anjum, S. A., Farooq, A., Zohaib, A., et al. (2017). Crop production under drought and heat stress: Plant responses and management options. Front. Plant Sci. 8:1147. doi: 10.3389/fpls.2017.01147

PubMed Abstract | CrossRef Full Text | Google Scholar

Fahad, S., Chen, Y., Saud, S., Wang, K., Xiong, D., Chen, C., et al. (2013). Ultraviolet radiation effect on photosynthetic pigments, biochemical attributes, antioxidant enzyme activity and hormonal contents of wheat. J Food Agric. Environ. 11, 1635–1641.

Google Scholar

Fahad, S., Hussain, S., Matloob, A., Khan, F. A., Khaliq, A., Saud, S., et al. (2014). Phytohormones and plant responses to salinity stress: A review. Plant Growth Regul. 75, 391–404. doi: 10.1007/s10725-014-0013-y

CrossRef Full Text | Google Scholar

Fan, Y., Ma, C., Huang, Z., Abid, M., Jiang, S., Dai, T., et al. (2018). Heat priming during early reproductive stages enhances thermo-tolerance to post-anthesis heat stress via improving photosynthesis and plant productivity in winter wheat (Triticum aestivum L.). Front. Plant Sci. 9:805. doi: 10.3389/fpls.2018.00805

PubMed Abstract | CrossRef Full Text | Google Scholar

Farheen, R., Ahmad, M. Q., Saleem, M. A., Qayyum, A., Noor, E., Malik, W., et al. (2021). Genetic diversity, population structure and evaluation of bread wheat genotypes under high temperature stress. J. Anim. Plant Sci. 31, 1015–1027.

Google Scholar

Farooq, M., Bramley, H., Palta, J. A., and Siddique, K. H. (2011). Heat stress in wheat during reproductive and grain-filling phases. Crit. Rev. Plant Sci. 30, 491–507. doi: 10.1080/07352689.2011.615687

CrossRef Full Text | Google Scholar

Feng, B., Liu, P., Li, G., Dong, S. T., Wang, F. H., Kong, L. A., et al. (2014). Effect of heat stress on the photosynthetic characteristics in flag leaves at the grain-filling stage of different heat-resistant winter wheat varieties. J. Agron. Crop Sci. 200, 143–155. doi: 10.1111/jac.12045

CrossRef Full Text | Google Scholar

Gäth, S., Meuser, H., Abitz, C. A., Wessolek, G., and Renger, M. (1989). Determination of potassium delivery to the roots of cereal plants. Z. Pflanzen. Bod. 152, 143–149. doi: 10.1002/jpln.19891520203

CrossRef Full Text | Google Scholar

Giannopolitis, C. N., and Ries, S. K. (1977). Superoxide dismutases: I. Occurrence in higher plants. Plant Physiol. 59, 309–314. doi: 10.1104/pp.59.2.309

PubMed Abstract | CrossRef Full Text | Google Scholar

Gomez, K. A., and Gomez, A. A. (1984). Statistical procedures for agricultural research. New York, NY: John Wiley and sons.

Google Scholar

Hasanuzzaman, M., Mahmud, J. A., Anee, T. I., Nahar, K., and Islam, M. T. (2018). “Drought stress tolerance in wheat: Omics approaches in understanding and enhancing antioxidant defense,” in Abiotic stress-mediated sensing and signaling in plants: An omics perspective, eds S. Zargar and M. Zargar (Singapore: Springer), 267–307. doi: 10.1007/978-981-10-7479-0_10

CrossRef Full Text | Google Scholar

Hasanuzzaman, M., Nahar, K., Alam, M. M., Roychowdhury, R., and Fujita, M. (2013). Physiological, biochemical, and molecular mechanisms of heat stress tolerance in plants. Intern. J. Mol. Sci. 14, 9643–9684. doi: 10.3390/ijms14059643

PubMed Abstract | CrossRef Full Text | Google Scholar

Hassanein, R. A., El-Khawas, S. A., Ibrahim, S. K., El-Bassiouny, H. M., Mostafa, H. A., and Abdel-Monem, A. A. (2013). Improving the thermo tolerance of wheat plant by foliar application of arginine or putrescine. Pak. J. Bot. 45, 111–118.

Google Scholar

Hays, D., Mason, E., Do, J. H., Menz, M., and Reynolds, M. (2007). “Expression quantitative trait loci mapping heat tolerance during reproductive development in wheat (Triticum aestivum),” in Wheat production in stressed environments, eds H. T. Buck, J. E. Nisi, and N. Salomón (Dordrecht: Springer), 373–382. doi: 10.1007/1-4020-5497-1_46

CrossRef Full Text | Google Scholar

Hong-Bo, S., Xiao-Yan, C., Li-Ye, C., Xi-Ning, Z., Gang, W., Yong-Bing, Y., et al. (2006). Investigation on the relationship of proline with wheat anti-drought under soil water deficits. Colloid Surf. B Biointerf. 53, 113–119. doi: 10.1016/j.colsurfb.2006.08.008

PubMed Abstract | CrossRef Full Text | Google Scholar

Hu, L., Zhang, Z., Xiang, Z., and Yang, Z. (2016). Exogenous application of citric acid ameliorates the adverse effect of heat stress in tall fescue (Lolium arundinaceum L.). Front. Plant Sci. 7:179. doi: 10.3389/fpls.2016.00179

PubMed Abstract | CrossRef Full Text | Google Scholar

IPCC (2014). Climate change 2014: Synthesis report. Contribution of working groups I, II and III to the fifth assessment report of the intergovernmental panel on climate change. Geneva: IPCC.

Google Scholar

Jan, A. U., Hadi, F., Midrarullah, N. M. A., and Rahman, K. (2017). Potassium and zinc increase tolerance to salt stress in wheat (Triticum aestivum L.). Plant Physiol. Biochem. 116, 139–149. doi: 10.1016/j.plaphy.2017.05.008

PubMed Abstract | CrossRef Full Text | Google Scholar

Jifon, J. L., and Lester, G. E. (2009). Foliar potassium fertilization improves fruit quality of field-grown muskmelon on calcareous soils in south Texas. J. Sci. Food Agric. 89, 2452–2460. doi: 10.1002/jsfa.3745

CrossRef Full Text | Google Scholar

Khan, M. A., Shirazi, M. U., Shereen, A. I. S. H. A., Ali, M., Asma, B. H., Jilani, N. S., et al. (2020). Agronomical and physiological perspectives for identification of wheat genotypes for high temperature tolerance. Pak. J. Bot. 52, 1973–1980. doi: 10.30848/PJB2020-6(12)

CrossRef Full Text | Google Scholar

Kumar, S., Gupta, D., and Nayyar, H. (2012). Comparative response of maize and rice genotypes to heat stress: Status of oxidative stress and antioxidants. Acta Physiol. Plant 34, 75–86. doi: 10.1007/s11738-011-0806-9

CrossRef Full Text | Google Scholar

Lester, G. E., Jifon, J. L., and Rogers, G. (2005). Supplemental foliar potassium applications during muskmelon fruit development can improve fruit quality, ascorbic acid, and beta-carotene contents. J. Am. Soc. Hortic. Sci. 130, 649–653. doi: 10.21273/JASHS.130.4.649

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, D., Zou, J., Meng, Q., Zou, J., and Jiang, W. (2009). Uptake and accumulation and oxidative stress in garlic (Allium sativum L.) under lead phytotoxicity. Ecotoxicology 18, 134–143. doi: 10.1007/s10646-008-0266-1

PubMed Abstract | CrossRef Full Text | Google Scholar

Luo, J., Wei, B., Han, J., Liao, Y., and Liu, Y. (2019). Spermidine increases the sucrose content in inferior grain of wheat and thereby promotes its grain filling. Front. Plant Sci. 10:1309. doi: 10.3389/fpls.2019.01309

PubMed Abstract | CrossRef Full Text | Google Scholar

Lv, X., Li, T., Wen, X., Liao, Y., and Liu, Y. (2017). Effect of potassium foliage application post-anthesis on grain filling of wheat under drought stress. Field Crop Res. 206, 95–105. doi: 10.1016/j.fcr.2017.02.015

CrossRef Full Text | Google Scholar

Marcela, H., Karel, K., Pavlína, S., Petr, Š, Petr, H., Kateřina, N., et al. (2017). Effect of heat stress at anthesis on yield formation in winter wheat. Plant Soil Environ. 63, 139–144. doi: 10.17221/73/2017-PSE

PubMed Abstract | CrossRef Full Text | Google Scholar

Marschner, H. (1995). Mineral nutrition of higher plants, 2nd Edn. London: Academic Press.

Google Scholar

Matías, J., Rodríguez, M. J., Cruz, V., Calvo, P., and Reguera, M. (2021). Heat stress lowers yields, alters nutrient uptake and changes seed quality in quinoa grown under Mediterranean field conditions. J. Agron. Crop Sci. 207, 481–491. doi: 10.1111/jac.12495

CrossRef Full Text | Google Scholar

Mirosavljević, M., Mikić, S., Župunski, V., Kondić Špika, A., Trkulja, D., Ottosen, C. O., et al. (2021). Effects of high temperature during anthesis and grain filling on physiological characteristics of winter wheat cultivars. J. Agron. Crop Sci. 207, 823–832. doi: 10.1111/jac.12546

CrossRef Full Text | Google Scholar

Mohammadi, V., Qannadha, M. R., Zali, A. A., and Yazdi-Samadi, B. (2004). Effect of post anthesis heat stress on head traits of wheat. Intern. J. Agric. Biol. 6, 42–44.

Google Scholar

Mondal, S., Singh, R. P., Mason, E. R., Huerta-Espino, J., Autrique, E., and Joshi, A. K. (2016). Grain yield, adaptation and progress in breeding for early-maturing and heat-tolerant wheat lines in South Asia. Field Crop Res. 192, 78–85. doi: 10.1016/j.fcr.2016.04.017

PubMed Abstract | CrossRef Full Text | Google Scholar

Nagar, S., Singh, V. P., Arora, A., Dhakar, R., and Ramakrishnan, S. (2015). Assessment of terminal heat tolerance ability of wheat genotypes based on physiological traits using multivariate analysis. Acta Physiol. Plant 37, 1–9. doi: 10.1007/s11738-015-2017-2

CrossRef Full Text | Google Scholar

Narayanan, S. (2018). Effects of high temperature stress and traits associated with tolerance in wheat. Open Access J. Sci. 2, 177–186. doi: 10.15406/oajs.2018.02.00067

CrossRef Full Text | Google Scholar

Ovenden, B., Milgate, A., Lisle, C., Wade, L. J., Rebetzke, G. J., and Holland, J. B. (2017). Selection for water-soluble carbohydrate accumulation and investigation of genetic× environment interactions in an elite wheat breeding population. Theor. Appl. Genet. 130, 2445–2461. doi: 10.1007/s00122-017-2969-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Pei, Z. M., Murata, Y., Benning, G., Thomine, S., Sener, B. K., Allen, G. J., et al. (2000). Calcium channels activated by hydrogen peroxide mediate abscisic acid signalling in guard cells. Nature 406, 731–734. doi: 10.1038/35021067

PubMed Abstract | CrossRef Full Text | Google Scholar

Porter, J. R., and Gawith, M. (1999). Temperatures and the growth and development of wheat: A review. Eur. J. Agron. 10, 23–36. doi: 10.1016/S1161-0301(98)00047-1

CrossRef Full Text | Google Scholar

Poudel, M. R., Ghimire, S., Dhakal, K. H., Thapa, D. B., and Poudel, H. K. (2020). Evaluation of wheat genotypes under irrigated, heat stress and drought conditions. J. Biol. Todays World 9, 1–12.

Google Scholar

Prasad, P. V. V., Staggenborg, S. A., and Ristic, Z. (2008). “Impacts of drought and/or heat stress on physiological, developmental, growth, and yield processes of crop plants,” in Response of crops to limited water: Understanding and modeling water stress effects on plant growth processes. Advances in agricultural systems modeling series 1, eds L. H. Ahuja and S. A. Saseendran (Madison, WI: ASA-CSSA), 301–355.

Google Scholar

Raghunath, M., Beena, R., Mohan, V., Viji, M., Manju, R., and Stephen, R. (2021). High temperature stress mitigation in rice (Oryza sativa L.): Foliar application of plant growth regulators and nutrients. J Crop Weed 17, 34–47. doi: 10.22271/09746315.2021.v17.i1.1404

CrossRef Full Text | Google Scholar

Rahman, A., Rahman, M. M., Hasan, M. M., Begum, F., and Sarker, M. A. Z. (2014). Effects of foliar application of potassium orthophosphate on grain yield and kernel quality of Wheat (Triticum aestivum L.) under terminal heat stress. Bangladesh J. Agric. Res. 39, 67–77. doi: 10.3329/bjar.v39i1.20144

CrossRef Full Text | Google Scholar

Rajametov, S. N., Yang, E. Y., Cho, M. C., Chae, S. Y., Jeong, H. B., and Chae, W. B. (2021). Heat-tolerant hot pepper exhibits constant photosynthesis via increased transpiration rate, high proline content and fast recovery in heat stress condition. Sci. Rep. 11, 1–9. doi: 10.1038/s41598-021-93697-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Rani, P. L., Sreenivas, G., Reddy, D. R., Rao, V. P., Surekha, K., and Sankar, A. S. (2013). Influence of dates of sowing and nitrogen levels on growth and yield of Kharif maize under irrigated conditions in South Telanagana Agro-climatic Zone of Andhra Pradesh, India. Intern. J. Bio Res. Stress Manag. 4, 34–42.

Google Scholar

Rehman, S. U., Bilal, M., Rana, R. M., Tahir, M. N., Shah, M. K. N., Ayalew, H., et al. (2016). Cell membrane stability and chlorophyll content variation in wheat (Triticum aestivum) genotypes under conditions of heat and drought. Crop Pasture Sci. 67, 712–718. doi: 10.1071/CP15385

CrossRef Full Text | Google Scholar

Ruan, Y. L., Patrick, J. W., Bouzayen, M., Osorio, S., and Fernie, A. R. (2012). Molecular regulation of seed and fruit set. Trend Plant Sci. 17, 656–665. doi: 10.1016/j.tplants.2012.06.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Saeed, U., Dempewolf, J., Becker-Reshef, I., Khan, A., Ahmad, A., and Wajid, S. A. (2017). Forecasting wheat yield from weather data and MODIS NDVI using random forests for Punjab province, Pakistan. Intern. J. Remote Sens. 38, 4831–4854. doi: 10.1080/01431161.2017.1323282

CrossRef Full Text | Google Scholar

Saleem, M. F., Kamal, M. A., Anjum, S. A., Shahid, M., Raza, M. A. S., and Awais, M. (2018). Improving the performance of Bt-cotton under heat stress by foliar application of selenium. J. Plant Nutr. 41, 1711–1723. doi: 10.1080/01904167.2018.1459694

CrossRef Full Text | Google Scholar

Sarwar, M., Saleem, M. F., Ali, B., Nadeem, M., Ghani, M. A., Zhou, W., et al. (2021). Improving thermotolerance in Gossypium hirsutum by using signalling and non-signalling molecules under glass house and field conditions. Indust. Crop Prod. 172:113996. doi: 10.1016/j.indcrop.2021.113996

CrossRef Full Text | Google Scholar

Sarwar, M., Saleem, M. F., Najeeb, U., Shakeel, A., Ali, S., and Bilal, M. F. (2017). Hydrogen peroxide reduces heat-induced yield losses in cotton (Gossypium hirsutum L.) by protecting cellular membrane damage. J. Agron. Crop Sci. 203, 429–441. doi: 10.1111/jac.12203

CrossRef Full Text | Google Scholar

Sarwar, M., Saleem, M. F., Ullah, N., Ali, S., Rizwan, M., Shahid, M. R., et al. (2019). Role of mineral nutrition in alleviation of heat stress in cotton plants grown in glasshouse and field conditions. Sci. Rep. 9, 1–17. doi: 10.1038/s41598-019-49404-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Sarwar, M., Saleem, M. F., Ullah, N., Rizwan, M., Ali, S., Shahid, M. R., et al. (2018). Exogenously applied growth regulators protect the cotton crop from heat-induced injury by modulating plant defense mechanism. Sci. Rep. 8, 1–15. doi: 10.1038/s41598-018-35420-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Savicka, M., and Škute, N. (2010). Effects of high temperature on malondialdehyde content, superoxide production and growth changes in wheat seedlings (Triticum aestivum L.). Ekologija 56, 26–33. doi: 10.2478/v10055-010-0004-x

CrossRef Full Text | Google Scholar

Shahid, M., Saleem, M. F., Saleem, A., Raza, M. A. S., Kashif, M., Shakoor, A., et al. (2019). Exogenous potassium–instigated biochemical regulations confer terminal heat tolerance in wheat. J. Soil Sci. Plant Nutr. 19, 137–147. doi: 10.1007/s42729-019-00020-3

CrossRef Full Text | Google Scholar

Shahid, M., Saleem, M. F., Saleem, A., Sarwar, M., Khan, H. Z., and Shakoor, A. (2020). Foliar potassium-induced regulations in glycine betaine and malondialdehyde were associated with grain yield of heat-stressed bread wheat (Triticum aestivum L.). J. Soil Sci. Plant Nutr. 20, 1785–1798. doi: 10.1007/s42729-020-00250-w

CrossRef Full Text | Google Scholar

Sharkey, T. D. (2005). Effects of moderate heat stress on photosynthesis: Importance of thylakoid reactions, rubisco deactivation, reactive oxygen species, and thermotolerance provided by isoprene. Plant Cell Environ. 28, 269–277. doi: 10.1111/j.1365-3040.2005.01324.x

CrossRef Full Text | Google Scholar

Shenoda, J. E., Sanad, M. N., Rizkalla, A. A., El-Assal, S., Ali, R. T., and Hussein, M. H. (2021). Effect of long-term heat stress on grain yield, pollen grain viability and germinability in bread wheat (Triticum aestivum L.) under field conditions. Heliyon 7:e07096. doi: 10.1016/j.heliyon.2021.e07096

PubMed Abstract | CrossRef Full Text | Google Scholar

Shin, R., and Schachtman, D. P. (2004). Hydrogen peroxide mediates plant root cell response to nutrient deprivation. Proc. Natl. Acad. Sci. U.S.A. 101, 8827–8832. doi: 10.1073/pnas.0401707101

PubMed Abstract | CrossRef Full Text | Google Scholar

Siddique, A., Kandpal, G., and Kumar, P. (2018). Proline accumulation and its defensive role under diverse stress condition in plants: An overview. J. Pure Appl. Microbiol. 12, 1655–1659. doi: 10.22207/JPAM.12.3.73

CrossRef Full Text | Google Scholar

Steel, R. G. D., and Torrie, J. H. (1960). Principles and procedures of statistics. Principles and procedures of statistics. New York, NY: McGraw-Hill Book Co.

Google Scholar

Stone, P. J., and Nicholas, M. E. (1994). Wheat cultivars vary widely in their responses of grain yield and quality to short periods of post-anthesis heat stress. Funct. Plant Biol. 21, 887–900. doi: 10.1071/PP9940887

CrossRef Full Text | Google Scholar

Stone, P. J., and Nicolas, M. E. (1995). Effect of timing of heat stress during grain filling on two wheat varieties differing in heat tolerance. I. Grain growth. Funct. Plant Biol. 22, 927–934. doi: 10.1071/PP9950927

CrossRef Full Text | Google Scholar

Sullivan, C. Y. (1972). “Mechanisms of heat and drought resistance in grain sorghum and methods of measurement,” in Sorghum in seventies, eds N. Rao and L. House (New Delhi: Oxford and IBHPublishing Co), 248–264.

Google Scholar

Sun, C., Lu, L., Liu, L., Liu, W., Yu, Y., Liu, X., et al. (2014). Nitrate reductase-mediated early nitric oxide burst alleviates oxidative damage induced by aluminum through enhancement of antioxidant defenses in roots of wheat (Triticum aestivum L.). New phytol. 201, 1240–1250. doi: 10.1111/nph.12597

PubMed Abstract | CrossRef Full Text | Google Scholar

Talukder, A. S. M. H. M., McDonald, G. K., and Gill, G. S. (2013). Effect of short-term heat stress prior to flowering and at early grain set on the utilization of water-soluble carbohydrate by wheat genotypes. Field Crop Res. 147, 1–11. doi: 10.1016/j.fcr.2013.03.013

CrossRef Full Text | Google Scholar

Talukder, A. S. M. H. M., McDonald, G. K., and Gill, G. S. (2014). Effect of short-term heat stress prior to flowering and early grain set on the grain yield of wheat. Field Crop Res. 160, 54–63. doi: 10.1016/j.fcr.2014.01.013

CrossRef Full Text | Google Scholar

Ullah, N., Ababaei, B., and Chenu, K. (2020). Increasing heat tolerance in wheat to counteract recent and projected increases in heat stress. Multidiscip. Digit. Publ. Inst. Proc. 36:132. doi: 10.3390/proceedings2019036132

CrossRef Full Text | Google Scholar

Ullah, N., and Chenu, K. (2019). “Impact of post-flowering heat stress on staygreen and grain development in wheat,” in Proceeedings of the Agronomy Australia Conference, Wagga Wagga, NSW, 25–29.

Google Scholar

Ullah, N., Tan, D. K. Y., Sarwar, M., and Ali, S. (2019). “Adaptation of crops to warmer climates: Morphological and physiological mechanisms,” in Sustainable solutions for food security, eds A. Sarkar, S. Sensarma, and G. vanLoon (Cham: Springer), 27–50. doi: 10.1007/978-3-319-77878-5_2

CrossRef Full Text | Google Scholar

Waraich, E. A., Ahmad, R., Halim, A., and Aziz, T. (2012). Alleviation of temperature stress by nutrient management in crop plants: A review. J. Soil Sci. Plant Nutr. 12, 221–244. doi: 10.4067/S0718-95162012000200003

PubMed Abstract | CrossRef Full Text | Google Scholar

Wardlaw, I. F., and Moncur, L. (1995). The response of wheat to high temperature following anthesis. I. The rate and duration of kernel filling. Funct. Plant Biol. 22, 391–397. doi: 10.1071/PP9950391

CrossRef Full Text | Google Scholar

Wardlaw, I. F., and Wrigley, C. W. (1994). Heat tolerance in temperate cereals: An overview. Funct. Plant Biol. 21, 695–703. doi: 10.1071/PP9940695

PubMed Abstract | CrossRef Full Text | Google Scholar

Wells, K. L., Murdock, L. W., and Dougherty, C. T. (1982). Fertilization of cool season grasses. Lexington, KY: University of Kentucky College of agriculture cooperative extension service AGR-103.

Google Scholar

Xu, G., Zhang, F., Shah, S. G., Ye, Y., and Mao, H. (2011). Use of leaf color images to identify nitrogen and potassium deficient tomatoes. Pattern Rec. Letter. 32, 1584–1590. doi: 10.1016/j.patrec.2011.04.020

CrossRef Full Text | Google Scholar

Yadav, S. K., Tiwari, Y. K., Singh, V., Patil, A. A., Shanker, A. K., Jyothi Lakshmi, N., et al. (2018). Physiological and biochemical basis of extended and sudden heat stress tolerance in maize. Proc. Natl. Acad. Sci. India Sect. B Biol. Sci. 88, 249–263. doi: 10.1007/s40011-016-0752-9

CrossRef Full Text | Google Scholar

Yemm, E. W., and Willis, A. J. (1954). The estimation of carbohydrates in plant extracts by anthrone. Biochem. J. 57, 508–514. doi: 10.1042/bj0570508

PubMed Abstract | CrossRef Full Text | Google Scholar

Yin, X. L., Jiang, L., Song, N. H., and Yang, H. (2008). Toxic reactivity of wheat (Triticum aestivum) plants to herbicide isoproturon. J. Agric. Food Chem. 56, 4825–4831. doi: 10.1021/jf800795v

PubMed Abstract | CrossRef Full Text | Google Scholar

Zahoor, R., Dong, H., Abid, M., Zhao, W., Wang, Y., and Zhou, Z. (2017). Potassium fertilizer improves drought stress alleviation potential in cotton by enhancing photosynthesis and carbohydrate metabolism. Environ. Exp. Bot. 137, 73–81. doi: 10.1016/j.envexpbot.2017.02.002

CrossRef Full Text | Google Scholar

Zahra, N., Wahid, A., Hafeez, M. B., Ullah, A., Siddique, K. H., and Farooq, M. (2021). Grain development in wheat under combined heat and drought stress: Plant responses and management. Environ. Exper. Bot. 188:104517. doi: 10.1016/j.envexpbot.2021.104517

CrossRef Full Text | Google Scholar

Zhao, H., Dai, T., Jiang, D., and Cao, W. (2008). Effects of high temperature on key enzymes involved in starch and protein formation in grains of two wheat cultivars. J. Agron. Crop Sci. 194, 47–54. doi: 10.1111/j.1439-037X.2007.00283.x

CrossRef Full Text | Google Scholar

Keywords: wheat, potassium, foliar spray, grain filling, post-anthesis, heat stress, thermo-tolerance

Citation: Sarwar M, Saleem MF, Maqsood H, Ullah N, Khan A, Waqas M, Sattar N, Tasneem M, Xu X, Zhangli H and Shuang Y (2022) Strengthening leaf physiological functioning and grain yield formation in heat-stressed wheat through potassium application. Front. Plant Sci. 13:1005773. doi: 10.3389/fpls.2022.1005773

Received: 28 July 2022; Accepted: 29 August 2022;
Published: 05 October 2022.

Edited by:

Iftikhar Ali, State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology (CAS), China

Reviewed by:

Honghai Luo, Shihezi University, China
Zahoor, Huazhong Agricultural University, China
Jingwen Gao, Zhejiang Academy of Agricultural Sciences, China

Copyright © 2022 Sarwar, Saleem, Maqsood, Ullah, Khan, Waqas, Sattar, Tasneem, Xu, Zhangli and Shuang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Yang Shuang, 664867025@qq.com

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