Analysis of variance (ANOVA) and mean performance for root re-growth and short-term growth response method
Analysis of Variance showed highly significant differences due to genotypes for all the nine traits
viz., root length, shoot length, root fresh weight, root dry weight, shoot fresh weight, shoot dry weight, total root length, total root surface area and total root volume, suggesting the presence of sufficient variability in the genotypes under study for these traits (Table 2).
Considering the importance of root evaluation for the determination of Al-tolerant genotypes, in our study mean performance of various parameters of the root system and shoot system were evaluated in the genotypes (Fig 1). RRG in the genotypes ranged from 0.13- 2.38 cm and 54 RILs were identified as tolerant based on RRG estimates out of which LRIL-97, LRIL-136, LRIL-48, LRIL-37, LRIL-130, LRIL-143, LRIL-148, LRIL-116 and LRIL-125 and LRIL-139 were the genotypes identified with highest root regrowth.
Singh et al., (2016) revealed that in lentil genotypes, RRG ranged from 1.20-1.60 cm in resistant cultivars, while it ranged from 0-0.47 cm in sensitive genotypes. Moderately resistant cultivars showed a range of 0.43-1.00 cm. Similarly, in chickpea genotypes evaluated for root regrowth, it was observed that tolerant parents had long root regrowth (3.45 and 2.58 cm) compared with sensitive parents that displayed shorter root regrowth (0.44 and 0.41 cm) (
Singh and Raje, 2011). The longest primary roots were observed in the genotypes LRIL-149, LRIL-125, LRIL-133, LRIL-64 and LRIL-89 while the longest shoots were observed in the genotypes LRIL-2 and LRIL-133 followed by LRIL-25, LRIL-124 and LRIL-106. It was observed that not all the genotypes had longer roots and longer shoot length. Studies on lentil conducted by
Singh et al., (2012) revealed that with gradual increase in levels of Al toxicity, there is progressive decline in root length and shoot length in lentil and suggested that the genotypes with highest root length and shoot length
viz. ILL-6002 (RL-4.89 cm, SL-7.08 cm), L-7903 (RL-4.90 cm, SL-7.00 cm) and L-4602 (RL-4.90 cm, SL-6.73 cm) were tolerant.
In our study, the maximum root fresh weight was observed in the genotypes LRIL-128 and LRIL-133 followed by LRIL-126 and LRIL-134 which were on par with check PDL-1 and tolerant parent L-4602, while maximum root dry weight was recorded in the genotypes LRIL-21, LRIL-128, LRIL-64 and LRIL-133 which were on par with the tolerant parent L-4602. Shoot fresh weight was recorded to be the highest in the check, PDL-1, followed by LRIL-128 which was at par with tolerant parent L-4602, followed by LRIL-133 which was on par with check DPL-62, followed by LRIL-126. Maximum shoot dry weight was recorded in the Al tolerant parent, L-4602 followed by the genotypes LRIL-128, LRIL-64, LRIL-133 and LRIL-21.
Brhane et al., (2018) screened accessions of finger millet under hydroponics for Al toxicity tolerance and observed symptoms of significant Al stress in root length, fresh weight, while no distinct and visible symptom were observed in shoot growth.
Roy and Bhadra (2014) reported that toxic levels of Al in nutrient solution significantly decreased seedling root growth, number of primary roots, seedling shoot length, number of leaves per seedling, seedling fresh weight and seedling dry weight in rice. Aluminium content in the roots of genotypes screened under hydroponics with Al treatment ranged from 0.678-1.32 mg/g (Fig 2). Based on the higher expression of the root re-growth, root architectural traits and shoot traits in our study, RILs identified as tolerant were LRIL- 4 LRIL- 10, LRIL- 11, LRIL- 13, LRIL- 18, LRIL- 22, LRIL- 37, LRIL-43, LRIL-48, LRIL- 63, LRIL- 68, LRIL- 80, LRIL-86, LRIL- 96, LRIL- 97, LRIL-99, LRIL-106, LRIL- 113, LRIL-116, LRIL-125, LRIL-127, LRIL- 130, LRIL-133, LRIL-143, LRIL- 144 and LRIL-148. It can be suggested that the favourable alleles are expressed fully under Al stress conditions in these genotypes that helped in better expression of these traits resulting in Al tolerance in the corresponding genotypes.
Genetic parameters of variability for RRG and short-term growth response method
GCV, PCV, H
2bs and GA% were estimated for the traits evaluated under hydroponics (Table 3). GCV estimates were recorded as high for all the traits except shoot length for which it was moderate. GCV was highest for the trait shoot fresh weight (40.96%) followed by root regrowth (40.75%), root fresh weight (38.18%) and total root length (34.64%). PCV estimates were higher than GCV for all the traits, emphasising the influence of environment for all the traits. Heritability (H
2bs) estimates were high for all the traits studied and the highest heritability was observed for SFW (97.55%), followed by RFW (96.01%) and TRA (95.15%). Genetic advance estimates were also high for all the traits, where highest GA was estimated for SFW (83.38%) followed by RRG (78.33%) and RFW (77.48%). High heritability coupled with high genetic advance were observed for all the traits suggests that the additive gene effects are most probably responsible in the inheritance of these traits and thus direct selection for these traits would be effective for selecting Al toxicity tolerant genotypes. Similar results were reported by
Ambachew and Blair, (2021) in common bean genotypes screened under Al toxic hydroponics system.
Correlation analysis between RRG, root and shoot traits under short term growth culture and Al content
Root length was found to be significantly correlated with shoot length (0.46***) (Fig 3). A highly significant and highly positive correlation was observed between root dry weight and shoot dry weight (0.87***), while shoot fresh weight was significantly correlated with root dry weight (0.39***) and shoot dry weight (0.45***). Root fresh weight was highly positively and highly significantly correlated with shoot fresh weight (0.98***) and significantly correlated with shoot dry weight and root dry weight. Highly significant and highly positive correlation observed between most of the root and shoot growth parameters infers that selection for these traits will facilitate in the simultaneous selection of the associated traits facilitating in selection of Al toxicity tolerant genotypes. A highly significant negative correlation between root regrowth and Al content (-0.796**) in lentil roots suggested selection of plants with higher root re-growth which will lead to simultaneous selection of tolerant genotypes having lower Al content in their roots.
Singh et al., (2012) reported that root regrowth after staining showed significant correlation with root and shoot length, dry weight of roots and shoots and pods per plant in lentil. Correlation analysis among six root traits in chickpea genotypes grown in Al solution revealed significant positive correlations among all traits, except the non-significant association observed among root length and shoot length with root weight measurements
(Negusse et al., 2022). Aluminium concentrations showed a significant negative correlation with root re-growth in lentil genotypes
(Singh et al., 2012).
Organic acid evaluation
It was observed that four important organic acids
viz. oxalic acid, citric acid, malic acid and fumaric acid were exudated by the lentil roots, out of which citric acid (93.8%) was exudated in the highest amounts followed by malic acid (4.46%), oxalic acid (1.66%) while fumaric acid (0.067%) was exudated in negligible amounts (Fig 4). Most of the RILs identified as tolerant from hydroponics screening exudated higher amounts of organic acids as compared to the sensitive RILs.
Mean performance of the genotypes for release of different organic acids
Oxalic acid exudation in the lentil roots ranged from 0.062-0.601 µg/ml. The RILS exhibiting the highest exudation of OA were LRIL-86 (0.601 µg/ml), LRIL-107 (0.456 µg/ml), LRIL-56 (0.4465 µg/ml), LRIL-42 (0.4374 µg/ml) and LRIL-96 (0.4357 µg/ml). The exudation of citric acid was the highest in response to Al stress, among all the four organic acids and it ranged from 0.622 to 93.01 µg/ml. The genotypes exhibiting the highest exudation of CA were- LRIL-144 (93.010 µg/ml), LRIL-143 (46.377 µg/ml), LRIL-113 (41.655 µg/ml), LRIL-124 (41.586 µg/ml) and LRIL-92 (39.289 µg/ml). The exudation of malic acid ranged from 0 to 11.73 µg/ml. The maximum exudation was observed in LRIL-3 (11.738 µg/ml) followed by, LRIL-10 (7.55 µg/ml), LRIL-144 (4.27 µg/ml), LRIL-119 (2.62 µg/ml)
etc. Fumaric acid was exudated in negligible amounts in most of the RILs (Fig 4). In soybean genotypes treated with Al, citrate and malate efflux increased in all genotypes initially, but only efflux of citrate in the Al tolerant genotypes was observed for an extended period along with lesser Al accumulation in the root tips as compared to the sensitive genotypes
(Silva et al., 2001). In a previous study performed in lentil, both malate and citrate exudation were found to be significantly higher in the resistant genotypes, as compared to the sensitive ones. However, malate was produced in relatively higher amounts than citric acid in all the genotypes
(Singh et al., 2021). Similarly, exudation of citrate was found to be associated with increased tolerance to Al in chickpea genotypes
(Sharma et al., 2015).
Most of the of the RILs identified as tolerant from hydroponics screening exudated higher amounts of organic acids as compared to the sensitive RILs, although some of the genotypes identified as tolerant from hydroponics screening had moderate exudation of organic acids which suggests the presence of other mechanisms besides the release of organic acids that accounted for the tolerance observed in the lentil RILs.
Correlation analysis between different organic acids exudated from lentil roots and root re-growth in response to Al toxicity stress
Citric acid was positively and highly significantly correlated with malic acid exudation (0.3783**) and RRG (0.4519**), while malic acid was positively and highly significantly correlated with fumaric acid (0.3425**) (Table 4). It can be suggested that exudation of organic acids in response to Al toxicity stress is associated with Al tolerance observed in terms of higher root re-growth under hydroponics.
Zhao et al., (2003) observed a positive correlation between citrate secretion and Al resistance [(root elongation with Al)/(root elongation without Al)] and a negative correlation between citrate secretion and Al content of root apices, suggesting that citrate secretion from the root apices plays an important role in excluding Al and thereby detoxifying Al. Based on the above screening methods
viz., root re-growth, root and shoot growth parameters of short-term growth method and organic acid exudation in response to Al toxicity stress, RILS identified as Al toxicity tolerant genotypes are LRIL-10, LRIL-37, LRIL-68, LRIL-96, LRIL-97, LRIL-113, LRIL-125, LRIL-133, LRIL-143, LRIL-144 and LRIL-148 (Table 4).