Skip to main content

Table 1 Effects of 2,4-D, KIN, and SNP on callogenesis rate, number of somatic embryos, and embryogenesis rate of chrysanthemum of chrysanthemum

From: Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of plant growth regulators on somatic embryogenesis of chrysanthemum, as a case study

2,4-D (μM) Kin (μM) SNP (μM) Callogenesis rate (%) Embryogenesis rate (%) Embryo number
0 0 0 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
4.54 0 0 84.44 ± 5.56 0.00 ± 0.00 0.00 ± 0.00
9.09 0 0 93.33 ± 3.33 0.00 ± 0.00 0.00 ± 0.00
13.63 0 0 100.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
0 4.65 0 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
4.54 4.65 0 80.00 ± 4.71 48.89 ± 5.88 4.48 ± 0.34
9.09 4.65 0 100.00 ± 0.00 100.00 ± 0.00 31.71 ± 0.74
13.63 4.65 0 100.00 ± 0.00 71.11 ± 5.88 9.02 ± 0.34
0 9.29 0 22.22 ± 7.78 0.00 ± 0.00 0.00 ± 0.00
4.54 9.29 0 91.11 ± 4.84 73.33 ± 5.77 7.69 ± 0.24
9.09 9.29 0 100.00 ± 0.00 100.00 ± 0.00 21.73 ± 0.44
13.63 9.29 0 100.00 ± 0.00 100.00 ± 0.00 4.23 ± 0.30
0 13.94 0 24.44 ± 8.01 0.00 ± 0.00 0.00 ± 0.00
4.54 13.94 0 97.78 ± 2.22 60.00 ± 6.67 6.93 ± 0.24
9.09 13.94 0 100.00 ± 0.00 86.67 ± 4.71 13.01 ± 0.36
13.63 13.94 0 100.00 ± 0.00 100.00 ± 0.00 4.06 ± 0.24
0 0 10 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
4.54 0 10 88.89 ± 4.84 0.00 ± 0.00 0.00 ± 0.00
9.09 0 10 95.56 ± 2.94 0.00 ± 0.00 0.00 ± 0.00
13.63 0 10 100.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
0 4.65 10 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
4.54 4.65 10 91.11 ± 4.84 62.22 ± 7.03 5.96 ± 0.39
9.09 4.65 10 100.00 ± 0.00 100.00 ± 0.00 35.60 ± 0.69
13.63 4.65 10 100.00 ± 0.00 86.67 ± 4.71 9.87 ± 0.36
0 9.29 10 31.11 ± 6.76 0.00 ± 0.00 0.00 ± 0.00
4.54 9.29 10 95.56 ± 4.44 86.67 ± 4.71 8.82 ± 0.29
9.09 9.29 10 100.00 ± 0.00 100.00 ± 0.00 25.86 ± 0.63
13.63 9.29 10 100.00 ± 0.00 100.00 ± 0.00 5.51 ± 0.26
0 13.94 10 33.33 ± 7.45 0.00 ± 0.00 0.00 ± 0.00
4.54 13.94 10 100.00 ± 0.00 75.56 ± 4.44 7.77 ± 0.20
9.09 13.94 10 100.00 ± 0.00 100.00 ± 0.00 16.79 ± 0.37
13.63 13.94 10 100.00 ± 0.00 100.00 ± 0.00 5.28 ± 0.19
0 0 20 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
4.54 0 20 95.56 ± 2.94 2.22 ± 2.22 0.22 ± 0.22
9.09 0 20 100.00 ± 0.00 4.44 ± 2.94 0.33 ± 0.24
13.63 0 20 100.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
0 4.65 20 13.33 ± 7.45 8.89 ± 4.84 0.73 ± 0.37
4.54 4.65 20 100.00 ± 0.00 84.44 ± 5.56 9.56 ± 0.21
9.09 4.65 20 100.00 ± 0.00 100.00 ± 0.00 57.80 ± 0.21
13.63 4.65 20 100.00 ± 0.00 100.00 ± 0.00 17.07 ± 0.29
0 9.29 20 46.67 ± 5.77 13.33 ± 4.71 0.81 ± 0.30
4.54 9.29 20 100.00 ± 0.00 100.00 ± 0.00 11.64 ± 0.19
9.09 9.29 20 100.00 ± 0.00 100.00 ± 0.00 29.08 ± 0.26
13.63 9.29 20 100.00 ± 0.00 100.00 ± 0.00 7.38 ± 0.20
0 13.94 20 57.78 ± 7.03 17.78 ± 5.21 0.78 ± 0.22
4.54 13.94 20 100.00 ± 0.00 95.56 ± 2.94 11.38 ± 0.26
9.09 13.94 20 100.00 ± 0.00 100.00 ± 0.00 25.63 ± 0.42
13.63 13.94 20 100.00 ± 0.00 100.00 ± 0.00 8.60 ± 0.34
0 0 40 0.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
4.54 0 40 97.78 ± 2.22 0.00 ± 0.00 0.00 ± 0.00
9.09 0 40 100.00 ± 0.00 2.22 ± 2.22 0.22 ± 0.22
13.63 0 40 100.00 ± 0.00 0.00 ± 0.00 0.00 ± 0.00
0 4.65 40 17.78 ± 6.19 8.89 ± 3.51 0.44 ± 0.18
4.54 4.65 40 100.00 ± 0.00 77.78 ± 5.21 8.06 ± 0.13
9.09 4.65 40 100.00 ± 0.00 100.00 ± 0.00 45.77 ± 0.33
13.63 4.65 40 100.00 ± 0.00 100.00 ± 0.00 14.54 ± 0.20
0 9.29 40 31.11 ± 4.84 11.11 ± 4.84 0.44 ± 0.18
4.54 9.29 40 100.00 ± 0.00 100.00 ± 0.00 8.83 ± 0.18
9.09 9.29 40 100.00 ± 0.00 100.00 ± 0.00 24.74 ± 0.18
13.63 9.29 40 100.00 ± 0.00 100.00 ± 0.00 6.58 ± 0.17
0 13.94 40 68.89 ± 5.88 11.11 ± 3.51 0.56 ± 0.18
4.54 13.94 40 100.00 ± 0.00 93.33 ± 3.33 10.60 ± 0.14
9.09 13.94 40 100.00 ± 0.00 100.00 ± 0.00 21.32 ± 0.28
13.63 13.94 40 100.00 ± 0.00 91.11 ± 3.51 7.59 ± 0.18
  1. Values in each column represent mean ± standard error