Total Phenolic Content, total flavonoid, orthodihydroxyphenol (ODP), Total Tannin
Phenolic and flavonoids serve as key indicators of the antioxidant capacity of plant extracts, while ODP and tannin contribute to their characteristic astringency and medicinal properties. There was a significant difference (p < 0.05) in total phenolic, flavonoid, ODP, and tannin. Figure 1 shows the various concentrations of phenolic, flavonoid, ODP, and tannin in methanolic extracts. Out of 20 samples methanolic extracts of EEC-25 (6.45 mg/g), IC-524259 (5.45 mg/g), IC-338751 (4.89 mg/g), and IC-597933 (4.99 mg/g) showed the higher concentration of phenolic content whereas rest of the samples have almost similar concentration ranged from 2.41–3.40 mg/g. The maximum flavonoid concentration in EEC-25 and Pusa saag were 6.32 and 5.11 mg/g, respectively. EEC-25 (4.66 mg/g), IC-399839 (3.31 mg/g), and IC-597821 (3.08 mg/g) were found to be the highest amount of ODP. The foremost tannic content was observed in EEC-25 (3.46 mg/g), IC-338751 (2.22 mg/g), and IC-597917 (2.13 mg/g).
Phenolic compounds include a benzene ring and one or more hydroxyl groups. A study by Moirangthem and Praveen (2020) depicted that the total phenolic, flavonoid, and Tannin of methanolic extracts of B. juncea var. rugosa leaves were 6.52 mg/g, 1.25 mg/g, and 2.64 mg/g respectively. The range of the total phenol concentration was identified as 4.68–5.47 mg/g and the ODP concentration from 0.40–0.99 mg/g. Phenolic compound serve as both radical scavengers and metal chelators due to its perfect structural chemistry. Flavonoids varied from 3.10–4.88 mg/g (Pant et al. 2020). The total flavonoid content in Brassica juncea var. gemmifera was reported to be 4.02 mg/g (Sun et al. 2018). ODP is an essential component of plant polyphenols. In a study reported by Parihar et al. (2012) ODP content ranged from 0.36–0.48 mg/g. In a study by Mobeen et al. (2021), the concentration of tannins ranged from 0.3–0.5 mg/g in Brassica juncea leaves which is lower than in the present study. Tannins were in charge of astringency and served to defend plants from insects and pests by binding to the digestive proteins of insects to generate an insoluble complex that rendered the enzymes inactive (Rao et al. 2017).
Total Soluble Protein and Total Carbohydrate Content
The protein content of B. juncea var. rugosa is shown in Fig. 2. There was a significant difference (p < 0.05) in total soluble protein concentration expressed as µg BSA g− 1 in leaves of different accessions. The protein content observed to be maximum in EEC-25 (400.97 ± 16.5 µg BSA g− 1) followed by IC-524259 (380.09 ± 17.22 µg BSA g− 1), and IC-350800 (379.23 ± 18.26 µg BSA g− 1). But the lower concentration of protein was observed in genotypes IC-417128 (209.07 ± 10.73 µg BSA g− 1), IC-597933 (231.37 ± 23.12 µg BSA g− 1), and IC-298019 (237.95 ± 19.76 µg BSA g− 1). Total soluble proteins in fresh samples of B. juncea var. rugosa were determined by Moirangthem and Praveen (2020) by Bradford technique and it was found to be 2.2 mg/g. The soluble protein content in the individual edible parts ranged from 38.81–91.10 mg/g in Brassica juncea var. gemminfera (Sun et al. 2018). According to a study, the total protein concentration in B. juncea leaves varied from 0.6–0.9 mg/g (Mobeen et al. 2021).
The total carbohydrate content of B. juncea var. rugosa is shown in Fig. 3. There was a significant difference (p < 0.05) in total carbohydrate concentration expressed as mg glucose g-1 in leaves of different accessions. The foremost concentration of carbohydrates was observed in genotypes IC-363758 (31.47 ± 0.31 mg glucose g-1), IC-410471 (31.12 ± 0.18 mg glucose g-1), and EEC-25 (26.45 ± 0.19 mg glucose g-1). Whereas, the lowest concentration of carbohydrates was observed in IC-399839 (5.06 ± 0.25 mg glucose g-1), IC-338535 (7.63 ± 0.23 mg glucose g-1), and IC-597821 (7.60 ± 0.10 mg glucose g-1). The carbohydrate content of fresh leaf samples of B. juncea var. rugosa was determined to be 16.66 mg/g (Moirangthem and Praveen 2020). In a study by Mobeen et al. (2021) the carbohydrate content ranged from 0.47–0.89 mg/g in leaves of B. juncea. Green vegetables, when consumed alongside other carb-rich foods like cereals, are acknowledged as a notable source of soluble carbohydrates that the body primarily utilizes for energy provision, contributing to substantial energy levels facilitating metabolism and the assimilation of meals (Saha et al. 2015).
In-vitro Antioxidant Activity
Total antioxidant content
Total antioxidant content of B. juncea var. rugosa was expressed as mg ascorbic acid equivalent (AAE) g− 1 extracts. Total antioxidant content of all the accessions differed significantly (p < 0.05) with highest being in EEC-25 (41.91 ± 0.28 mg AAE g− 1) followed by IC-399839 (39.96 ± 0.28 mg AAE g− 1), and IC-276011 (36.2 ± 0.45 mg AAE g− 1) as shown in Fig. 4. A significant amount of antioxidant activity in green vegetables is an indicator of disease prevention. A similar study done by Pant et al. (2020) reported antioxidant content of Brassica juncea variety rugosa from the lowest at 14.94 mg/g to the highest at 20.09 mg/g.
Ferric ion reducing antioxidant power (FRAP)
Ferric reducing activity was expressed as mg AAE g− 1 and it was observed that it varied significantly (p < 0.05) among all the accessions as detailed in Fig. 5. The highest FRAP activity (5.91 ± 0.68 mg AAE g− 1) was found in the EEC-25 leaf extract followed by that of IC-597917 (2.36 ± 0.06 mg AAE g− 1) extract. The FRAP activity reported in our study is higher than what is reported by Deng et al. (2013) in Brassica juncea that is 8.28 ± 0.58 µmol/g.
ABTS Free Radical Scavenging Activity
The free radical scavenging activity of all the methanolic extracts were expressed as percentage inhibition against ABTS. IC-524259 (94.17 ± 0.48%) showed the highest ability to quench ABTS, followed by IC-399880 (92.91 ± 0.62%), IC-597917 (93.83 ± 0.62%), IC-597873 (93.09 ± 0.77%), and Pusa saag (94.01 ± 0.62%) (Fig. 6). Khanam et al. (2012) reported the percentage inhibition of Brassica rapa subsp. Chinensis (Pak choi) (96.97%) which corresponded with the values reported in our study. In another study by Fernández León et al. (2014) the ABTS activity was found to be 56.62 mg/100g in the petroleum ether extract of Brassica oleracea L. convar. capitata var. aabauda. This may indicate that the free radical scavenging activity was better retained in methanolic extracts.
DPPH, Superoxide anion radical, and metal ion chelation scavenging activity
Table 2
IC50 of different antioxidant activities in leaf extracts of Brassica juncea var. rugosa
Accessions | DPPH scavenging (µg mL− 1) | Superoxide Anion Radical Scavenging (µg mL− 1) | Metal ion chelation (µg mL− 1) |
IC-338751 | (353.05 ± 4.07)e | (24.38 ± 1.56)s | (283.91 ± 5.16)f |
IC-524259 | (837.08 ± 5.60)a | (1241.35 ± 3.08)d | (202.70 ± 5.17)l |
IC-338535 | (112.84 ± 3.66)n | (523.05 ± 2.49)n | (205.97 ± 5.01)kl |
EEC-25 | (676.05 ± 4.58)b | (732.28 ± 2.53)i | (52.22 ± 4.48)o |
IC-399826 | (503.89 ± 4.20)d | (1404.19 ± 3.82)b | (213.56 ± 3.49)k |
IC-399839 | (77.76 ± 4.04)o | (433 ± 3.52)o | (365.34 ± 4.51)b |
IC-399880 | (285.49 ± 3.52)f | (1696.30 ± 4.48)a | (222.28 ± 4.03)j |
IC-363758 | (625.31 ± 4.05)c | (382.98 ± 3.08)p | (203.64 ± 3.54)l |
IC-597917 | (124.52 ± 4.55)l | (1092.52 ± 2.99)f | (384.25 ± 4.53)a |
IC-597873 | (51.98 ± 4.08)p | (1024.35 ± 2.64)g | (306.73 ± 5.09)e |
IC-417128 | (72.85 ± 3.58)o | (652.12 ± 2.02)k | (336.92 ± 5.52)c |
IC-597933 | (21.45 ± 3.48)q | (1302.11 ± 3.79)c | (184.93 ± 3.47)m |
IC-298019 | (117.16 ± 5.25)mn | (544.58 ± 2.53)m | (284.04 ± 4.55)f |
IC-410471 | (156.19 ± 4.01)j | (326.40 ± 3.23)q | (327.81 ± 5.55)d |
IC-350800 | (178.70 ± 2.11)i | (15.91 ± 1.54)t | (264.12 ± 2.49)h |
IC-276011 | (148.18 ± 3.09)k | (1131.93 ± 3.04)e | (271.51 ± 3.63)g |
IC-413486 | (235.06 ± 4.01)g | (664.11 ± 2.99)j | (243.05 ± 3.46)i |
IC-597821 | (123.53 ± 2.10)lm | (590.48 ± 1.50)l | (97.26 ± 4.10)n |
Pusa Saag | (160.75 ± 2.50)j | (961.95 ± 2.02)h | (212.98 ± 6)k |
PR-15 | (222.38 ± 2.56)h | (124.37 ± 2.03)r | (290.50 ± 4.03)f |
DPPH is a relatively stable organic radical that has been widely used to determine the antioxidant activity of single compounds, as well as different plant extracts. The DPPH free radical scavenging activity, superoxide anion radical scavenging, and metal ion chelating activity was expressed as IC50 values of the methanolic extracts (Table 2). The IC50 values for all the activity differed significantly (p < 0.05) among all the accessions. IC-597933 showed the maximum DPPH free radical scavenging activity with lowest IC50 value (21.45 ± 3.4 µg mL− 1) followed by IC-597873 (51.98 ± 4.08 µg mL− 1) and IC-417128 (72.85 ± 3.58 µg mL− 1). Whereas the superoxide radical scavenging activity was found to be maximum in IC-350800 with IC50 value of 15.91 µg mL− 1 followed by IC-338751 (24.38 ± 1.56 µg mL− 1), lower than the reference standard i.e., ascorbic acid (41.46 µg mL− 1). The IC50 value for metal ion chelating activity was observed lowest in EEC-25 (52.22 µg mL− 1) followed by that of IC-597821 (97.26 µg mL− 1), lower than the standard EDTA (150.33 µg mL− 1).
At a concentration of 400 µg mL− 1, the DPPH scavenging percentages were 62.75, 59.61, 62.95, 67.68, 69.52, 64.49, 60.06, and 68.77 for methanolic extracts of IC-350800, IC-413486, IC-410471, IC-597873, IC-298019, Pusa saag, PR-15, and standard, respectively (Fig. 7). At a concentration of 200 µg mL− 1 superoxide anion radical scavenging percentages were 58.33, 66.01, 64.75, and 60.52 for the methanolic extract of IC-338751, IC-410471, PR-15 and standard, respectively. At a concentration of 400 and 500 mg mL− 1, the scavenging percentages of methanolic extracts of all the genotypes are nearly the same or less as compared to the standard (Fig. 8).
In the methanolic extract of all the genotypes, at all the concentrations from 100–500 µg mL− 1, the metal ion chelating activity were lower and similar to the reference (Fig. 9).
In a similar study by Moirangthem and Praveen (2020) determined the DDPH activity in methanolic, ethyl acetate, petroleum ether, and chloroform extract of B. juncea var. rugosa. At 50 g mL− 1 concentration the ethyl acetate, petroleum ether, and chloroform extract exhibited 41.14, 40.33, and 10.33% scavenging activity respectively. The leaf of B. juncea showed 95.55% DPPH free radical scavenging activity (Saha et al. 2015). The DPPH percentage inhibition of Brassica rapa subsp. Chinensis (Pak choi) were found to be (72.16 ± 8.35 mg g− 1) (Khanam et al. 2012). Since phenolics are a significant component of overall antioxidant activity, a higher level of total phenols may be responsible for the excellent DPPH activity. No literature reports were available on the quantification of superoxide activity in B. juncea var. rugosa. But in similar studies by Jaiswal et al. (2011) among the different Brassica vegetable extracts, York cabbage showed the H2O2 scavenging capacity (1.15 ± 0.06 mg mL− 1), followed by broccoli (1.29 ± 0.10 mg mL− 1), Brussels sprouts (2.14 ± 0.02 mg mL− 1) and white cabbage (2.84 ± 0.21 mg mL− 1). In a study, various Brassica vegetables were studied for their ferrous ion chelating capacity. Among the vegetables studied, the Fe2+ chelating capacity was found in York cabbage (1.49 ± 0.03 mg mL− 1), followed by broccoli (1.58 ± 0.10 mg mL− 1), Brussels sprouts (2.14 ± 0.36 mg mL− 1) and white cabbage (3.45 ± 0.37 mg mL− 1). Plant extracts contain flavonoids, which are known to form complexed with metal ions and are hence liable for the ability to scavenge free radicals (Rice- Evans and Miller 1996).
Peroxidase and Superoxide Dismutase Enzymatic Analysis
Further investigations were performed to identify the levels of peroxidase and superoxide dismutase in crude extract. The highest peroxidase enzyme activity found in the IC-350800, IC-410471, IC-298019, IC-338535, were 0.268, 0.177, 0.163, 0.142 units min-1 g-1 Fresh Weight (FW), respectively. Whereas, the lowest enzymatic activity of IC-338751 (0.002 ± 0.0035 units min-1 g-1 FW), followed by IC-413486 (0.05 ± 0.005 units min-1 g-1 FW) was observed (Fig. 10). Peroxidase activity enhances the shelf life by inhibiting lipid peroxidation, yellowing and chlorophyll degradation, ethylene production, and senescence (Zhuang et al. 1995). However, our study does not attempt to identify the compounds responsible for observed antioxidant effects from B. juncea var. rugosa. In a study published by Singh et al. (2010) the peroxidase activity in Brassica oleracea var. capitata genotypes ranged from 415–5314, with a genotype mean of 1929 ± 410.97 µmol tetraguaiacol min-1 g-1 FW.
The enzymatic activity of superoxide dismutase was found to be highest in IC-338751, followed by IC-524259 (3.65 ± 0.04 units min− 1 g− 1 FW), and IC-338535 (3.35 ± 0.03 units min− 1 g− 1 FW). But the rest of the genotypes had a similar activity (Fig. 11).
Understanding the plant’s enzymatic antioxidant activity is important for a better plant defense system and longer shelf life. In a study by Singh et al. (2010) SOD activity in Brassica oleracea var. capitata lines, ranged from 4.86–7.63 with a mean value of 6.46 ± 0.25 unit of SOD min− 1 g− 1 FW. In a research by Gul et al. (2013), the levels of SOD in Brassica rapa L. crude extract, was found to be 1 mg mL− 1, obtained in chloroform and ethyl acetate fraction from Brassica rapa L. (both at 190 U mL− 1), while 5 mg mL− 1 in aqueous fraction (215 U mL− 1) and 10 mg mL− 1 in aqueous and ethyl acetate fraction (both at 220 U mL− 1).
Pearson-Correlation Analysis
The correlation analysis of the phytochemical, antioxidant and enzymatic analysis is depicted in Fig. 12. Total flavonoid content highly correlated with protein, FRAP, and ODP while moderately correlated with tannins whereas ODP positively correlated with total antioxidant, FRAP as well as tannins. Flavonoids reduce ferric ions, scavenge ROS and neutralize their harmful effects, thereby reducing oxidative stress, thus preventing cellular damage (Rice-Evans et al. 1997; Middleton et al. 2000). The strong positive correlation of total flavonoid content with FRAP attributes to the antioxidant activity of flavonoids. Since proteins are involved in key biological processes, the positive correlation between total flavonoid content and protein may indicate that flavonoids, being powerful antioxidants, help protect them from oxidative damage thereby maintaining their structural integrity and functionality (Amarowicz et al. 2008; Ebrahimzadeh et al. 2008). The structural similarities and antioxidant properties shared between flavonoids and ODPs explain the positive correlation between total flavonoid content and ODP levels.
Tannins, one of the major classes of phenolic compounds found in plants are known for their ability to bind and precipitate proteins, contributing to their astringent taste. Total phenolic content, commonly used as an indicator of the antioxidant capacity of plant extracts, is a measurement that encompasses various phenolic compounds, including tannins. Their positive correlation with ODP can be attributed to the fact that tannins contribute significantly to the overall phenolic content and exhibit strong antioxidant activity due to their ability to scavenge free radicals and chelate metal ions (El Gharras 2009).
Total phenolic content positively correlated with the DPPH and SOD assays as the phenolic compounds, such as flavonoids and tannins possess strong radical scavenging capabilities thus effectively neutralizing the DPPH radical. The ability of phenolic compounds to scavenge superoxide radicals and reduce oxidative stress, thereby supporting the activity of SOD (Martins et al. 2015). The protein content showed moderate correlation with DPPH assay. This positive correlation is because certain proteins like catalase and peroxidase, or peptides inherently exhibit antioxidant effects by catalyzing the breakdown of ROS, scavenging free radicals or chelating metal ions (Shahidi and Zhong 2008).
Positive correlation between total antioxidant activity and total phenolic content suggested that phenolics may be one of the major sources of these vegetables’ antioxidant potential. A significant positive correlation of total flavonoid content with ODP, tannins, FRAP, total antioxidant activity and protein infer that the selection of antioxidant rich lines should be based on total flavonoid content either alone or in combination with ODP, tannins, FRAP, total antioxidant activity and protein. Therefore, ODP, tannins, FRAP, total phenolic content and protein could serve as a reliable biochemical marker to identify the germplasms having higher activity of other antioxidants such as total antioxidant, DPPH and SOD.
Mineral composition in Brassica juncea var. rugosa leaves
Leafy mustard is a rich source of minerals, according to mineral profiling (Table 3). The concentration of copper was found to be highest in IC-338751 (0.069 ppm), EEC-25 (0.053 ppm), and IC-597873 (0.048). In IC-597917, PR-15, and IC-399880 the calcium concentration was found to be foremost 0.038, 0.034, and 0.026, respectively.
Manganese was found to be maximum in IC-413486 (0.284 ppm), PR-15 (0.278 ppm), and Pusa saag (0.267). IC-399880, IC-399826, and IC-597873 contain the fruitful amount of Zn which is 0.157, 0.134, and 0.135, respectively. In contrast, the Fe concentration in IC-524259 (5.321 ppm), IC-413486 (4.374 ppm), and IC-338751 (4.092 ppm) was found paramount. In IC-413486 (8.006 ppm), IC-399839 (7.292 ppm), and IC-597917 (6.889 ppm) the magnesium concentration was found to be maximum.
The detection of heavy metals such as Ni, Pb, and Cd (Table 2) in Brassica juncea var. rugosa leaves through AAS can be attributed to both environmental factors and the natural properties of the plant. Environmental contamination is a primary source of heavy metal accumulation in plants. Industries, vehicular emissions, agricultural practices, and improper waste disposal can release heavy metals into the environment, which are then absorbed by plants.
Table 3
Mineral Composition in leaves of Brassica juncea var. rugosa (ppm)
Accessions | Cu | Ca | Mn | Zn | Fe | Mg | Cd | Ni | Pb |
IC-338751 | 0.069 | 0.009 | 0.202 | 0.118 | 4.092 | 5.042 | 0.014 | 0.033 | 0.248 |
IC-524259 | 0.044 | 0.016 | 0.199 | 0.133 | 5.312 | 4.561 | 0.005 | 0.068 | 0.453 |
IC-338535 | 0.038 | 0.015 | 0.188 | 0.122 | 3.951 | 4.886 | 0.001 | 0.081 | 0.109 |
EEC-25 | 0.053 | 0.015 | 0.198 | 0.14 | 4.02 | 5.37 | 0.006 | 0.108 | 0.512 |
IC-399826 | 0.032 | 0.013 | 0.196 | 0.134 | 3.898 | 5.321 | 0.01 | 0.04 | 0.181 |
IC-399839 | 0.035 | 0.017 | 0.195 | 0.14 | 3.611 | 7.292 | 0.017 | 0.09 | 0.023 |
IC-399880 | 0.022 | 0.026 | 0.188 | 0.157 | 3.249 | 4.674 | 0.021 | 0.062 | 0.016 |
IC-363758 | 0.03 | 0.03 | 0.195 | 0.115 | 3.226 | 4.202 | 0.059 | 0.088 | 0.482 |
IC-597917 | 0.034 | 0.038 | 0.21 | 0.111 | 3.655 | 6.889 | 0.064 | 0.15 | 0.128 |
IC-597873 | 0.048 | 0.002 | 0.224 | 0.135 | 3.53 | 6.559 | 0.074 | 0.141 | 0.34 |
IC-417128 | 0.031 | 0.007 | 0.207 | 0.109 | 3.372 | 5.512 | 0.08 | 0.11 | 0.1 |
IC-597933 | 0.01 | 0.009 | 0.206 | 0.068 | 3.703 | 4.339 | 0.086 | 0.132 | 0.112 |
IC-298019 | 0.033 | 0.012 | 0.246 | 0.124 | 3.363 | 5.628 | 0.085 | 0.133 | 0.216 |
IC-410471 | 0.016 | 0.018 | 0.243 | 0.077 | 3.45 | 4.013 | 0.103 | 0.165 | 0.158 |
IC-350800 | 0.028 | 0.018 | 0.246 | 0.119 | 3.096 | 5.158 | 0.111 | 0.083 | 0.148 |
IC-276011 | 0.023 | 0.022 | 0.248 | 0.114 | 3.251 | 4.983 | 0.105 | 0.092 | 0.227 |
IC-413486 | 0.021 | 0.023 | 0.284 | 0.112 | 4.374 | 8.006 | 0.12 | 0.084 | 0.151 |
IC-597821 | 0.023 | 0.026 | 0.273 | 0.095 | 3.4 | 5.608 | 0.113 | 0.131 | 0.116 |
Pusa Saag | 0.017 | 0.026 | 0.267 | 0.09 | 3.13 | 5.676 | 0.113 | 0.121 | 0.183 |
PR-15 | 0.015 | 0.034 | 0.278 | 0.114 | 3.118 | 6.676 | 0.121 | 0.049 | 0.226 |
For women and growing children, iron is vital, and mustard green is the greatest solution to provide them with their daily needs. The B. juncea var. rugosa accessions possessed Fe ranging from 11.81–20.23 mg/100g.. Iron has significance in metabolic processes like DNA synthesis, respiration, and photosynthesis, as well as a crucial part in physiological processes and biochemical pathways, iron is an essential component of the enzyme cytochrome of the electron transport chain (Rout and Sahoo 2015). Zinc concentrations ranged from 13.6–2.73 mg/100g. Manganese levels in B. rugosa genotypes ranged from a high of 6.49 mg/100g to a low of 4.17 mg/100g (Pant et al. 2020). As per Saha et al. (2015) Fe, Zn, Cu, Mn, Ca, and Mg content in Brassica juncea were 118.50, 7.50, 2.60, 45.97, 36.6, 16.33 mg/100g, respectively. Optimum levels of potassium enhance iron absorption and are advantageous for those taking diuretics to control hypertension (Archana et al. 2013). Mustard green can supply a significant amount of calcium, which is similarly crucial for bone health, especially in women and growing babies. Calcium functions as a secondary messenger in numerous physiological and developmental processes, as well as its involvement in the formation of cell walls, stability of cell membranes, and how it responds to biotic stress by concentrating when necessary (Thor 2019). The human body requires copper for the production of enzymes, and it functions as biological electron carrier, whereas magnesium plays a pivotal role in calcium metabolism, regulating blood pressure and insulin release (Alinnor and Oze 2011).
In 2013, Babar et al. reported that zinc, a protein cofactor involved in the production of chlorophyll, growth regulation, and stem elongation, serves as a functional, structural, or regulatory cofactor of several enzymes. Magnesium plays a vital role in various biological processes, such as glycolysis, oxidative phosphorylation, nucleic acid synthesis, energy production, mitochondrial ATP synthesis, cell signaling, and activation of cAMP (Saris et al. 2000; Barbagallo and Dominguez 2007). Nickel is one of the micronutrients in plants that hydrolyze urea in plant tissues and it is part of the active site of the enzyme. The experimental results from the current study will be crucial for the creation of new Ayurvedic formulations and will be used to manage the dosage and determine the ratio of different active ingredients in each formulation.
Micronutrient (NPK) Analysis
The maximum concentration of Nitrogen (N) in EEC-25, IC-597917, and IC-410471 was 0.644%, 0.588%, and 0.504%, respectively. IC-524259 and IC-399839 showed the minimum amount of N. In the case of phosphorous (P) EEC-25 (0.751%), IC-298019 (0.772%), and IC-524259 (0.749%) had the paramount concentration. The lowest amount of P was found in IC-363758 (0.334%), and IC-399826 (0.315%). IC-413486 (0.099%), IC-597873 (0.097%), and IC-399839 (0.093%) had the maximum concentration of potassium (K). furthermore, PR-15 (0.047%), IC-597933 (0.055%), and IC-338535 (0.050%) showed the lowest concentration of K (Fig. 13).
A study by Pant et al. in 2020 determined the phosphorous content ranged from 513mg/100g to high as 720 mg/100g. Only one piece of literature available for the NPK content in B. juncea var. rugosa. But in a study by Devkota et al. (2020), the concentration of NPK was 1.08, 1.6, and 2.83 respectively. Nitrogen is a necessary component of plant elements such as proteins, amino acids, nucleotides, nucleic acids, and chlorophyll content, nitrogen is essential for crop development. Potassium regulates protein turnover, effect the Rubisco activity, nitrate reduction process, ribosome polypeptide syntheses, translational process, synthesis, and activity of nitrate red, affects glucose starch synthase, glucose pyrophosphorylase, and β-amylase (Berg et al. 2009). The deficiency of potassium in the plasma can cause gastrointestinal problems such as vomiting, diarrhea, increased renal loss, muscle weakness, ECG abnormalities, decreased reflex response, and cardiac arrhythmias in severe cases (Kardalas et al. 2018). Phosphorous is one of the crucial macronutrients for the plant, which is involved in nucleic acids, enzymes, coenzymes, nucleotides, phospholipids, cell organization, root development, stalk or stem growth and strength, root development, photosynthesis, respiration, macromolecular biosynthesis (Thakur et al. 2018).
Fatty acid, oil stability index, protein and glucosinolates profiling
The fatty acid composition, oil stability index (OSI), as well as the oil content, protein and glucosinolate (GSL) content in seeds of Brassica juncea var. rugosa accessions (Table 4). The saturated fatty acid palmitic acid (16:0) was highest in genotypes IC-338751 (3.4%) followed by EEC-25 (2.98%), IC-597821 (2.62%), and IC-413486. Stearic acid (18:0) was maximum in IC-298019 (0.94%), but IC-524259 (0.88%), and IC-597933 (0.88%) almost have the same amount of stearic acid but IC-597873 (0.11%), and PR-15 (0.12%) had the lowest amount was observed. In a study by Rai et al. (2018) on fatty acid composition of various Brassica genotypes in different cultivars of Brassica, Brassica juncea genotypes contained the highest levels of palmitic acid, as a saturated fatty acid. The study also reported that the total SFA content in various Brassica was less than 7%, which is regarded as appropriate for human consumption. Oleic acid one of the monounsaturated fatty acids was present foremost in IC-367658 (20.11%), IC-597917 (17.11%), IC-524259 (16.13%) whereas IC-276011 (9.9%), and PR-15 (9.3%) had the modest amount. IC-597873 (10.56%) and IC-417128 (10.65%) have almost the same amount of oleic acid observed. The oleic acid content in the Brassica genotypes varied from 0.80 to 48.7% in Brassica juncea, 16.15–37.98% in Brassica napus, and 6.21–16.15% in Brassica rapa, among other MUFAs (Rai et al. 2018). Since oleic acid improves the concentration of high-density lipoproteins and reduces the concentration of low-density lipoproteins in the blood, higher doses of oleic acid are thought to have nutritional value for human nutrition (Chang and Huang 1998). It was observed that eicosenoic acid was highest in IC-338535 (10.11%), IC-524259 (9.68%), and IC-597933 (9.58%). In a finding by Velasco et al. (1998), the eicosenoic acid concentration was 6.2% in B. napus. Erucic acid was paramount in PR-15 (59.55%), IC-597873 (58.47%), and IC-597821 (53.29%). The cardiac conductance in humans is hampered by higher erucic acid concentration in cooking oil, which raises blood cholesterol levels (Bozzini et al. 2007). However, numerous germplasm undertaken in the current study that have higher quantities of erucic acid will be crucial for a variety of industrial applications. Erucic acid-rich oil is utilized as a raw ingredient in the detergent, plastic, tannery, cosmetic, and polyester industries (Rakow and Raney 2003; Coonrod et al. 2008). Brassica breeding projects are currently concentrated on the establishment of zero erucic lines for nutritional purposes. In a study by Tripathi (2019), the erucic content in various Indian mustard genotypes ranged from 0.93–51.4%.
The utmost linoleic acid (omega-6) content was observed in EEC-25 (22.48%), IC-338751 (20.23%), and IC-399880 (20.22%). On the other hand, for linolenic acid (omega-3), among all twenty germplasm, IC-276011 (12.68%), IC-399826 (12.65%) and EEC-25 (12.18%) had highest amount. In a similar study in B. juncea, B. napus, and B. rapa genotypes, the respective linoleic acid content ranged from 11-45.3%, 18.57–26.93%, and 14.08–18.18% while, linolenic acid content ranged from, 11-26.72%, 9.99–17.23%, and 9.82–26.66% (Rai et al. 2018). In a study by El-Beltagi et al. (2010) the level of PUFAs in various cultivars of Brassica napus varied from 10.52–13.41 for linoleic acid and 8.83–10.32 for linolenic acid. Which is very similar to the current study.
The PUFAs are recognized as the long chain fatty acid with more than one double bond, that functions as precursors for the production of molecules with crucial physiological functions like prostaglandins, leukotrienes and thromboxane. PUFAs cannot be synthesized by the human body, hence they must be supplemented through diet. High concentrations of linoleic acid in edible oils are said to lower blood cholesterol and prevent atherosclerosis (Ghafoorunissa, 1994). Despite the health benefits of linolenic acid, it’s inclusion in the oil elevates the risk of rancidity and bad flavor (Sharafi et al., 2015). Therefore, its concentration in the cooking oil, should be low. According to this study, Brassica juncea var. rugosa germplasm with low erucic and high linoleic acid concentrations can be employed in Brassica breeding programs aimed at strengthening the grade of oil for dietary and industrial applications.
An essential metric for assessing the nutritional value of various edible oils is the ω6:ω3 ratio. The ω6:ω3 ratio was observed to be maximum in IC-350800 (2.53), IC-338535 (2.34), and IC-410471 (2.19). The SFA:PUFA ratio was found highest in both germplasms IC-338751 (3:34) and EEC-25 (3:34), followed by IC-399826 (3:32), IC-524259 (3:29). The ratio of SFA:MUFA:PUFA was observed highest in IC-597873 (1:47:14), IC-597917 (1:26:11), IC-363758 (1:23:11) while lowest in germplasms IC-410471 (1:17:8), IC-399826 (1:17:9) and EEC-25 (1:17:9). The oil stability index of IC-363758 (1.047), IC-597917 (0.940), and Pusa saag (0.896) were highest in these genotypes. In all the genotypes protein percentage ranged from 22–30. But the EEC-25 (123.96), IC-298019 (116.42) and IC-417128 (115.98) have the highest content of glucosinolates.
The lack of these essential fats in our diets may contribute to the expansion of numerous chronic diseases in humans, including heart failure, cancer, diabetes, asthma, depression, accelerated aging, Alzheimer’s, obesity, and arthritis (Simpoulos, 2002). Balanced diets high in MUFA and PUFA have been advised over saturated fats to lower plasma cholesterol levels. A similar finding in B. napus L. by El-Beltagi et al. (2010) depicted the ratio of ω6:ω3 ranged from 3.85–5.32. Which is very much similar to the several genotypes but in some genotypes, it was found to be much higher. The excessive concentration of PUFA in edible oils is more susceptible to oxidation, which can lower the quality of both the oil itself and the products made with it. Rancidity and the production of free radicals are mostly caused by the oxidation of the double and triple bond formation in PUFA. So, it means that those oil have maximum OSI, having a longer shelf-life. In a study by Chauhan et al. (2010) the OSI ranged from 0.40 (Kranti of Indian mustard) to 4.96 (GSC-5 of Brassica napus). The ω6:ω3 ratio ranged from 0.55–3.5, which is very low compared to the current study.
Table 4
Fatty acid, oil stability index (OSI), oil, protein, and glucosinolate (GSL) content in seeds of Brassica juncea var. rugosa
| SFA | MUFA | PUFA | | | | | | |
Accessions | Palmitic | Stearic | Oleic | Ecosinic | Erucic | Linoleic (ω6) | Linolenic (ω3) | ω6:ω3 | SFA:PUFA | SFA:MUFA:PUFA | OSI | Protein (%) | GSL |
IC-338751 | 3.4 | 0.54 | 13.8 | 7.09 | 44.2 | 20.23 | 14.1 | 1.43 | 3:34 | 1:16:8 | 0.682 | 23.15 | 92.06 |
IC-524259 | 2.52 | 0.88 | 16.1 | 9.68 | 35.41 | 18.68 | 10.98 | 1.70 | 3:29 | 1:18:8 | 0.863 | 24.45 | 91.17 |
IC-338535 | 2.5 | 0.74 | 14.1 | 10.11 | 42.5 | 19.2 | 8.21 | 2.34 | 1:09 | 1:20:8 | 0.735 | 24.33 | 75.32 |
EEC-25 | 2.98 | 0.58 | 15.5 | 5.25 | 40.42 | 22.48 | 12.18 | 1.85 | 3:34 | 1:17:9 | 0.690 | 23.68 | 123.96 |
IC-399826 | 2.55 | 0.84 | 12.1 | 9.21 | 39.42 | 20.18 | 12.65 | 1.60 | 3:32 | 1:17:9 | 0.600 | 25.28 | 89.99 |
IC-399839 | 2.5 | 0.72 | 13.2 | 8.23 | 40.41 | 18.65 | 11.12 | 1.68 | 3:29 | 1:19:9 | 0.706 | 26.18 | 98.13 |
IC-399880 | 2.4 | 0.59 | 15.1 | 8.72 | 41.52 | 20.22 | 17.67 | 1.14 | 2:37 | 1:21:12 | 0.748 | 27.40 | 61.11 |
IC-363758 | 2.18 | 0.58 | 20.1 | 6.5 | 39.38 | 19.21 | 12.48 | 1.54 | 2:31 | 1:23:11 | 1.047 | 24.66 | 97.09 |
IC-597917 | 2.12 | 0.51 | 17.1 | 7.45 | 45.22 | 18.21 | 11.53 | 1.58 | 2:29 | 1:26:11 | 0.940 | 27.25 | 98.19 |
IC-597873 | 1.47 | 0.11 | 10.6 | 6.3 | 58.47 | 12.78 | 10.01 | 1.28 | 1:22 | 1:47:14 | 0.826 | 25.06 | 101.24 |
IC-417128 | 2.18 | 0.5 | 10.7 | 0.55 | 45.41 | 17.64 | 9.68 | 1.82 | 2:27 | 1:21:10 | 0.604 | 27.92 | 115.98 |
IC-597933 | 2.52 | 0.88 | 15.1 | 9.58 | 38.32 | 18.63 | 10.48 | 1.78 | 3:29 | 1:18:8 | 0.812 | 26.37 | 109.92 |
IC-298019 | 2.25 | 0.94 | 11.7 | 7.45 | 45.2 | 14.15 | 11.36 | 1.25 | 3:25 | 1:20:7 | 0.828 | 27.40 | 116.42 |
IC-410471 | 2.4 | 0.73 | 11.5 | 0.84 | 42.34 | 18.29 | 8.37 | 2.19 | 3:26 | 1:17:8 | 0.629 | 23.56 | 82.39 |
IC-350800 | 2.14 | 0.81 | 11.7 | 0.47 | 48.92 | 17.65 | 6.99 | 2.53 | 1:12 | 1:20:8 | 0.660 | 23.30 | 94.68 |
IC-276011 | 2.19 | 0.75 | 9.9 | 7.2 | 45.88 | 16.02 | 12.68 | 1.26 | 1:14 | 1:21:9 | 0.618 | 26.90 | 100.06 |
IC-413486 | 2.58 | 0.86 | 11.8 | 7.53 | 45.69 | 16.28 | 10.74 | 1.52 | 1:09 | 1:18:7 | 0.723 | 23.46 | 77.37 |
IC-597821 | 2.62 | 0.36 | 11.2 | 5.68 | 53.29 | 17.76 | 11.67 | 1.52 | 2:29 | 1:23:9 | 0.631 | 22.32 | 81.9 |
Pusa Saag | 2.36 | 0.96 | 13.3 | 7.07 | 45.42 | 14.83 | 11.82 | 1.25 | 3:26 | 1:19:8 | 0.896 | 26.88 | 97.53 |
PR-15 | 2.13 | 0.12 | 9.3 | 5.21 | 59.55 | 15.22 | 6.94 | 2.19 | 1:11 | 1:32:9 | 0.611 | 22.72 | 102.24 |