Genetic Variability
Analysis of variance (Table 1) revealed a high significant difference among all genotypes for all characters. This indicated the presence of high variability among all genotypes for all traits. Variability helps to choose a potential cross since it indicates the extent of recombination for initiating effective selection procedures.
The genetic parameters were presented in Table 2. High PCV was observed for plant height (23.23), head diameter (22.33), 100 seed weight (31.24), seed yield per plant (58.38), oleic acid content (24.33), and linoleic acid content (35.26).
Table 1. Analysis of variance of RIL population of 17B x 7-1B for various characters
Source of Variation |
Degrees of Freedom |
Plant Height (cm) |
Head Diameter (cm) |
Volume Weight (g/100ml) |
100 Seed Weight (g) |
Seed Yield per Plant (g) |
Oil Content (%) |
Oleic Acid Content (%) |
Linoleic Acid Content (%) |
Oil Yield per Plant (g) |
Treatment |
132 |
969.14* |
8.87* |
21.92* |
2.17* |
274.32* |
8.12* |
165.63* |
241.14* |
33.99* |
Checks |
3 |
1171.50* |
4.13 |
18.70* |
3.35* |
457.68* |
12.15* |
380.19* |
338.14 |
69.98* |
Test Entry |
128 |
768.84* |
8.64* |
17.22* |
2.13* |
217.28* |
6.92* |
146.18* |
192.56* |
24.55* |
Checks Vs Test Entry |
1 |
26000.32* |
51.68 |
632.73* |
3.71 |
7025.54* |
149.33 |
2011.26 |
5528.36 |
1134.14* |
Error |
12 |
87.41 |
3.99 |
0.72 |
0.24 |
14.60* |
0.9 |
39.23 |
53.62 |
2.81 |
Total |
144 |
|
|
|
|
|
|
|
|
|
Oil yield per plant (58.68). These results were in agreement with Sridhar et al. (2006), Mijic et al. (2009), and Dhillon et al. (2011). Moderate and low PCV was observed for volume weight (12.42) and oil content (7.37). This result was in agreement with the report of Mijic et al. (2009) and Dhillon et al. (2011).
Table 2. Variability parameters of various traits for RIL population of 17B x 7-1B
Traits |
Mean |
Min |
Max |
PCV(%) |
GCV(%) |
h²(%) |
GAM(%) |
Skewness |
Kurtosis |
Plant height (cm) |
119.34 |
63.10 |
198.7 |
23.23 |
21.87 |
88.63 |
42.42 |
0.17 * |
-0.16 |
Head diameter (cm) |
13.17 |
6.20 |
21.40 |
22.33 |
16.37 |
53.76 |
24.73 |
0.19 * |
0.19 * |
Volume weight (g/100ml) |
33.40 |
21.41 |
50.00 |
12.42 |
12.16 |
95.78 |
24.51 |
0.13 * |
1.94 * |
100 seed weight (g) |
4.68 |
1.52 |
9.45 |
31.24 |
29.39 |
88.50 |
56.96 |
0.87 * |
0.86 * |
Seed yield per plant (g) |
25.25 |
1.74 |
81.90 |
58.37 |
56.38 |
93.28 |
28.32 |
1.45 * |
2.80 * |
Oil content (%) |
33.27 |
26.36 |
40.19 |
7.91 |
7.37 |
86.90 |
14.16 |
0.13 * |
-2.45 |
Oleic acid (%) |
49.70 |
26.15 |
85.28 |
24.33 |
20.81 |
73.16 |
36.66 |
0.51 * |
0.05 * |
Linoleic acid (%) |
39.87 |
5.72 |
70.12 |
35.26 |
30.09 |
72.86 |
52.91 |
-0.30 |
-0.49 |
Oil yield per plant (g) |
8.44 |
0.45 |
28.80 |
58.68 |
55.21 |
88.53 |
9.03 |
1.35 * |
2.73 * |
High GCV values were observed for plant height (21.87), 100 seed weight (29.39), seed yield per plant (56.38), oleic acid content (20.81), linoleic acid content (30.09), and oil yield per plant (35.6). These results are in agreement with Makane et al. (2011).
Moderate GCV values were observed for head diameter (16.37) and volume weight (12.16).
Low GCV was observed for oil content (7.37). These results are also in agreement with Tyagi and Tyagi (2011).
These results indicated that a sufficient level of variability was observed for most of the traits in this population. Hence, selection can be carried out for those traits with high and moderate GCV.
The heritability and genetic advance provide the proportion of heritable variation and the genetic gain to be obtained in subsequent generations.
High heritability was recorded for plant height (88.63), volume weight (95.78), 100 seed weight (88.5), oil content (86.9), seed yield per plant (93.28), oleic acid content (73.16), linoleic acid content (72.86), and oil yield per plant (88.51).
Moderate heritability was observed for head diameter (53.76). These results are also in agreement with Jagadeesan et al. (2008). No trait showed low heritability.
High heritability and high genetic advance as a percentage of the mean were recorded for the traits plant height (42.42), volume weight (24.51), 100 seed weight (56.96), seed yield per plant (28.32), oleic acid content (36.66), and linoleic acid content (52.91).
High heritability and high genetic advance as a percentage of the mean indicate the presence of additive gene action. Directional selection for these traits would be more effective for desired genetic improvement. These results are also in agreement with Sridhar et al. (2006), Sujatha and Vishnuvardhan Reddy (2009), Janamma et al. (2009), Makane et al. (2011), Sudrik et al. (2014), and Amin et al. (2016).
High heritability and low genetic advance as a percentage of gain were observed for oil yield per plant.
Among the traits, all traits showed positive skewness except linoleic acid, which showed no skewness, indicating a normal distribution of population for linoleic acid content.
In kurtosis, the characters volume weight (1.94), seed yield per plant (2.80), and oil yield per plant (2.73) showed a leptokurtic nature, indicating wider variability for these traits.
Thus, directional selection may improve per se performance of these traits.
Table 3. Simple Correlation Coefficients between Oil Yield and Yield Component Characters in RIL Population of 17B x 7-1B
Oil yield per plant showed positive and significant correlation with plant height, head diameter, volume weight, 100 seed weight, oil content, and seed yield per plant. These results were confirmed with earlier findings of Sridhar et al. (2005), Vidhyavathi et al. (2005), Ravi et al. (2006), Sowmya et al. (2010), and Muthupriya et al. (2016).
Seed yield per plant had a significant and positive correlation with plant height, head diameter, volume weight, and 100 seed weight. These results were confirmed with the earlier findings of Manivannan et al. (2007), Kalukhe et al. (2010), and Neelima et al. (2012).
Plant height had positive and significant correlation with head diameter, volume weight, 100 seed weight, and oleic acid content. These results were similar to the findings of Binodh et al. (2008) and Dan et al. (2012).
Head diameter had positive and significant correlation with 100 seed weight and oleic acid content but had negative significant correlation with oil content and linoleic acid content. Similar results were reported by Rehman et al. (2012), Zia Ullah et al. (2013), and Sincik et al. (2014).
Volume weight had positive significant correlation with 100 seed weight, oil content, and oleic acid content. These results were confirmed with the findings of Vidhyavathi et al. (2005) and Anandhan (2010).
The traits 100 seed weight and oil content had significant and positive correlation with oleic acid content and linoleic acid content, respectively. These results were confirmed with findings of Anandhan (2010) and Tyagi & Khan (2013).
Thus, the traits plant height, head diameter, volume weight, 100 seed weight, and oil content were important selection indices for both oil and seed yield improvement.
Table 4. Path Coefficients of Oil Yield with Various Traits in RIL Population of 17B x 7-1B
Characters |
Head Diameter (cm) |
Volume Weight (g/100ml) |
100 Seed Weight (g) |
Seed Yield per Plant (g) |
Oil Content (%) |
Oleic Acid Content (%) |
Linoleic Acid Content (%) |
Oil Yield per Plant (g) |
Plant height (cm) |
0.70 ** |
0.20 * |
0.46 ** |
0.59 ** |
0.07 |
0.33 ** |
-0.11 |
0.59 ** |
Head diameter (cm) |
0.03 |
0.57 ** |
0.61 ** |
-0.35 ** |
0.48 ** |
-0.32 ** |
0.58 ** |
|
Content and seed yield per plant. These results were confirmed with the earlier findings of Sridhar et al. (2005), Vidhyavathi et al. (2005), Ravi et al. (2006), Sowmya et al. (2010), and Muthupriya et al. (2016).
Seed yield per plant had significant and positive correlation with plant height, head diameter, volume weight, and 100 seed weight. These results were confirmed with the earlier findings of Manivannan et al. (2007), Kalukhe et al. (2010), Neelima et al. (2012).
Plant height had positive and significant correlation with head diameter, volume weight, 100 seed weight, and oleic acid content. These results were similar to the findings of Binodh et al. (2008) and Dan et al. (2012).
Head diameter had positive and significant correlation with 100 seed weight and oleic acid content, and it had negative significant correlation with oil content and linoleic acid content. Similar results were reported by Rehman et al. (2012), Zia Ullah et al. (2013), and Sincik et al. (2014).
Volume weight had positive significant correlation with 100 seed weight, oil content, and oleic acid content. These results were confirmed with the findings of Vidhyavathi et al. (2005) and Anandhan (2010).
The traits 100 seed weight and oil content had significant and positive correlation with oleic acid content and linoleic acid content, respectively. These results were confirmed with findings of Anandhan (2010) and Tyagi and Khan (2013).
From the foregoing discussion on character analysis, it might be concluded that the traits viz., plant height, head diameter, volume weight, 100 seed weight, and oil content were important selection indices for both oil and seed yield improvement.
Path Analysis
Path coefficient analysis permits the separation of direct and indirect effects by partitioning the simple correlation coefficients. It provides a clear picture of the characters that can be relied upon in a selection programme for improvement. The direct and indirect effects of various traits on oil yield per plant are tabulated in Table 4.
Seed yield per plant recorded the highest positive direct effect on oil yield per plant. Oil content had a low direct effect as reported by Binodh et al. (2008). Head diameter, plant height, and 100 seed weight had high indirect effect via seed yield per plant on oil yield per plant. Remaining traits had negligible effects.
From the foregoing discussion on correlation and path analysis, it can be concluded that the traits plant height, head diameter, 100 seed weight, and seed yield are important selection indices for oil yield improvement programme.