Photosynthetic pigments
The data pertaining to photosynthetic pigments in the blackgram genotypes were recorded at flowering during summer, 2022 and 2023 and the pooled data were presented in the Fig 1. Pooled data of two seasons revealed that there was significant variation among all the genotypes with respect to chlorophyll a content. Chlorophyll a content ranged between 0.46 to 0.66 mg g
-1. Maximum chlorophyll a content was recorded in GBG
-1 (0.66 mg g
-1) followed by TBG-141 (0.66 mg g
-1), TBG-129 (0.64 mg g
-1), PU-31 (0.63 mg g
-1), PU-1804, LBG-1015, LBG-904 (0.61 mg g
-1), TBG-104, LBG-1010 and PU-1801 (0.60 mg g
-1) whereas minimum chlorophyll a content was recorded in TBG-125 (0.46 mg g
-1) followed by LBG-1023 (0.48 mg g
-1). Chlorophyll b content ranged between 0.25 and 0.52 mg g
-1. It was significantly higher in PU-1804 (0.52 mg g
-1) followed by TBG-129 (0.50 mg g
-1), LBG-1015 and TBG-104 (0.50 mg g
-1) while, lower in LBG-1023 (0.25 mg g
-1) followed by TBG-125 (0.27 mg g
-1). This increase in the chlorophyll a and chlorophyll b content might be due to increase in the content of PS I and PS II subunits, which might have protected the chl a/b proteins from proteosomal degradation thereby maintaining high chl a and b content even under stress conditions
(Shan et al., 2018).
Heat stress significantly affected the total chlorophyll content with mean values ranging from 0.72 to 1.15 mg g
-1. Significantly higher total chlorophyll content was recorded in TBG-129 (1.15 mg g
-1) followed by PU-1804 (1.12 mg g
-1), GBG
-1 (1.10 mg g
-1), LBG-1015 (1.08 mg g
-1), TBG-104 (1.07 mg g
-1), LBG-995 (1.05 mg g
-1) and TBG-141 (1.03 mg g
-1) while, lesser total chlorophyll content was recorded in TBG-125 and LBG-1023 (0.72 mg g
-1). This reduction in photosynthetic pigments with increase in temperature might be due to oxidative damage caused by outburst of ROS and inhibition of chlorophyll biosynthesis. Similar findings of higher levels of chlorophyll content in the thermotolerant chickpea genotypes under heat stress conditions were previously reported by
Devi et al., (2022). Our results also concur with the published reports of
Jincy et al., (2022) in greengram and
Chaudhary et al., (2022) in blackgram. Carotenoid content varied significantly among the genotypes with mean values of 0.59 and 0.89 mg g
-1 f.wt. Higher carotenoid content was recorded in TBG-129 (0.89 mg g
-1) followed by LBG-1015, PU-31 (0.86 mg g
-1), LBG-995 (0.83 mg g
-1), GBG
-1 (0.82 mg g
-1), PU-1804 and LBG-1004 (0.81 mg g
-1) whereas, lesser carotenoid content was recorded in TBG-125 (0.59 mg g
-1) followed by LBG-1023 (0.60 mg g
-1), LBG-752 (0.65 mg g
-1) and LBG-1016 (0.66 mg g
-1). Carotenoids act as molecular antioxidants in cells by scavenging singlet oxygen
(Knox and Dodge, 1985). They also act as protectors of chloroplast pigments and membrane structure by quenching triplet chlorophyll and removing oxygen from excited chlorophyll oxygen complex
(Young, 1991), thereby provide protection against damage due to high temperature stress. Our results are in accordance with the published reports of
Sharma et al., (2023) in fieldpea.
Total biomass production
Pooled data of two seasons revealed that total biomass varied significantly among the blackgram genotypes with mean values ranged from 1.98 and 3.54 g plant
-1. Higher biomass accumulation was recorded in TBG-129 (3.54 g plant
-1) followed by TBG-104 (3.52 g plant
-1), PU-1804 (3.40 g plant
-1), GBG
-1 (3.28 g plant
-1), LBG-989 (3.24 g plant
-1), TBG-141 (3.29 g plant
-1) and PU-31 (3.18 g plant
-1) while, the genotype TBG-125 (1.98 g plant
-1) recorded lower biomass accumulation which was at par with LBG-645 (2.23 g plant
-1), LBG-1023, PU-1822 (2.26 g plant
-1), Tutiminumu (2.33 g plant
-1) and LBG-1016 (2.35 g plant
-1). Our results corroborate with the findings of
Kumar et al., (2013) in chickpea who reported the similar decline in total biomass production in the heat sensitive genotypes.
Chlorophyll stability index
Pooled data of two seasons revealed that there was significant variation among all the genotypes with respect to CSI. The mean values of CSI ranged from 62.31 and 88.02% (Fig 2). Higher CSI was recorded in TBG-129 (88.02%) followed by TBG-141 (87.38%), PU-1804 (87.27%), TBG-104 (85.35%), LBG-1015 (85.29%), PU-31 (83.22 %), LBG-1004 (81.05 %), GBG
-1 (80.26%) and LBG-995 (80.17%), whereas it was lower in LBG-1023 (62.31%) which was at par with TBG-125 (63.07%), LBG-996 (66.39%), LBG-999 (68.57%), LBG-997 (68.58%), OBG-48 (69.87%), Tutiminumu (70.09%) and LBG-1009 (70.31%). The decrease in CSI in the susceptible genotypes might be due to exposure of the crop to high temperatures that caused destruction of chlorophyll. CSI is one of the important traits that reflects the ability of plants to sustain photosynthesis under stress conditions
(Sayed and Suzan, 1999). Similar finding were previously reported in green gram by
Jincy et al., (2022) who stated the maximum CSI in heat and drought stress tolerant genotypes.
Membrane injury index
MII is one of the important physiological trait for selecting the genotypes to heat stress tolerance as the membranes are the primary sites of injury. Pooled data of two seasons revealed that there was significant variation among all the genotypes with respect to MII (Fig 3). The blackgram genotype TBG-129 (25.08%) recorded lower values of MII which was at par with TBG-104 (26.73%), LBG-1015 (27.01%), TBG-141 (27.15%), PU-1804 (27.35%), PU-31 (27.64%) and LBG-995 (27.73%) indicating their cell membrane stability and heat stress tolerance, whereas it was higher in TBG-125 (37.19%) which was at par with LBG-1023 (36.36%). Our reports concur with the published reports of
Chaudhary et al., (2022) in blackgram and
Almeselmani et al., (2009) in wheat which support our current findings.
Canopy temperature depression
CTD varied significantly among the genotypes with mean values of -0.24°C to -2.04°C. The blackgram genotype TBG-141 (-0.24°C) recorded higher CTD values which was at par with LBG-1004, TBG-129 (-0.59°C), PU-1804 and PU-31 (-0.67°C) indicating cooler canopies compared to other genotypes, whereas, lower CTD values were recorded in TBG-125, LBG-1023 (-2.34°C) and LBG-996 (-2.04°C). Transpirational cooling helps plants to conduct photosynthesis under heat stress conditions. Hence, it can be used as a measure for assessing heat stress tolerance.
Devasirvatham et al., (2015) stated that the CTD, as a potential indirect selection criterion for yield under heat stress.
Yield and yield attributes
Pooled data of two seasons revealed that there was significant variation among all the genotypes with respect to all the yield and yield attributes. The NPP ranged from 3.8 to 21.5. The total NPP was higher in LBG-1015 (21.5) followed by PU-1804 (20.2), TBG-104 (19.8) and TBG-129 (19.9), whereas it was lower in TBG-125 (3.75) followed by LBG-996 (4.4), LBG-1023 (4.7) and LBG-999 (5.1) and PU-1822 (5.5) (Fig 4). The thermotolerant genotypes, TBG-129, LBG-1015, TBG-104 and PU-1804 recorded higher number of pods per plant which might be due to higher chlorophyll retention, CSI, CTD, lesser electrolyte leakage and higher antioxidant enzyme activity. The major reason for reduced yields due to heat stress was failure to set pods at high temperatures, especially by the heat-sensitive genotypes. Our results agree with the published reports of
Haritha (2020) in blackgram and
Omae et al., (2012) in common bean who reported higher number of pods in thermotolerant genotypes.
Maximum PL was recorded in TBG-104 (4.4 cm) followed by LBG-1015 (4.1 cm), PU-1804 (4.0 cm) and TBG-129 (3.9), whereas PL was minimum in Tutiminumu and TBG-125 (3.3 cm), which were at par with LBG-1023 (3.4 cm) and LBG-918 (3.5 cm). NSP were higher in PU-1804 (4.5) followed by LBG-1015 (4.3), TBG-129, GBG
-1 and PU-31 (4.2) while, it was lower in TBG-125 (2.6) which was at par with Tutiminumu, LBG-932 (3.0), LBG-645, LBG-996, LBG-1023, LBG-918 and PUSA B-58 (3.1). Lesser number of seeds per pod in the susceptible genotypes might be due to sensitivity of pollen to high temperatures which in turn affects seed setting and pollination. The loss of viability of pollen or stigma under heat stress conditions may be the major reason for the reduction in the number of seeds produced in legumes
(Wang et al., 2006). Our results concur with the published reports of
Haritha (2020) who reported lower seed set in blackgram genotype TBG-125.
SYP was higher in LBG-1015 (4.3 g plant
-1) followed by TBG-129 and PU-1804 (4.1 g plant
-1) whereas, TBG-125 (1.0 g plant
-1) recorded lower SYP which was at par with LBG-1023, LBG-999 (1.1 g plant
-1), LBG-996 (1.2 g plant
-1), Tutiminumu, PU-1822 and LBG-989 (1.3 g plant
-1) (Fig 5) . Reduction in seed yield of sensitive genotypes might be due to triggered flower abortion, pollen and ovule dysfunction which resulted in failure of fertilization, affecting seed filling, and ultimately reduced seed yields. The prevailing high temperatures during summer, 2023 caused drastic reduction in seed yield which might be due to destruction of chlorophyll that in turn decreased the translocation of photosynthates from source to sink. Our results agree with the findings of
Subrahmanyam and Rathore (1994) who reported that high temperature during reproductive stage in mustard significantly inhibited the import of photosynthates by both upper and lower pods of terminal receme, and thereby reduced the sink strength.
Correlation analysis
Correlation studies among various physiological traits and their association revealed the vital results under heat stress conditions (Table 1). Under heat stress conditions, seed yield per plant, pod length and number of pods per plant showed significant positive association with all the physiological traits except MII. MII showed negative correlation with chl a, chl b, total chlorophyll, carotenoids, CSI, TB, NPP, PL, NSP and SYP. SYP was found to be highly correlated with CSI and total chlorophyll indicating the ability of genotypes to sustain photosynthesis even under high temperature stress conditions. SYP and total chlorophyll was also found to be positively correlated with carotenoids indicating the protective role of carotenoids in quenching the singlet oxygen thereby protecting chlorophyll pigments from destruction with concommitant increase in photosynthetic rate resulting in higher yield under high temperature stress conditions. SYP was found to be highly correlated with number of pods per plant which might be the reason behind higher seed yield. Similar findings of electrolyte leakage showing negative association with physiological and yield traits were previously reported in blackgram by
Chaudhary et al., (2022). Positive association of total chlorophyll with seed yield was previously reported by
Devi et al., (2022) in chickpea.
Principal component analysis
Principal component analysis was performed based on physiological and yield traits of blackgram genotypes grown under heat stress environments. PCA analysis revealed that first two principal components with eigen value more than 1 explained 83.04% of total variability. The first PC explains 74.30% and second PC explains 8.35% of total variation. Biplots of investigated traits in blackgram genotypes under heat stress conditions are depicted in (Fig 6). The biplots under heat stress conditions during both the years revealed that SY showed a strong positive correlation with physiological parameters such as chl a, chl b, total chlorophyll, carotenoids, CSI, MII, CTD and TB by possessing a small angle between the corresponding vectors of above traits. The seed yield also showed a significant negative association with MII as there was a largest angle between the corresponding vectors of SYP and MII. In PCA of all 30 genotypes, TBG-129, LBG-1015, PU-1804, PU-31 and TBG-104 recorded higher chl a, chl b, total chlorophyll, carotenoid, CSI, CTD, NPP, PL, NSP and SYP indicating their tolerance to high temperature stress whereas, the genotypes TBG-125 and LBG-1023 recorded lower seed yield which might be due to more membrane damage and lower CSI. Moreover, these genotypes were placed distantly from other genotypes in the 2D plot. Our results are in accordance with the published reports of
Chaudhary et al., (2022) in blackgram.