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. 2020 Jan 22;10:917. doi: 10.1038/s41598-020-57585-8

Table 1.

Regression coefficient (β), coefficient of determination (R2) and F-test value of the central composite design (CCD) model for alkaloids, polyphenolics and antioxidant activities.

Alkaloids Polyphenolics Antioxidant activity
Berberine Palmatine TP (mg GAE/g dw) ABTS (mM AAE/g dw) FRAP (mM AAE/g dw) DPPH (mM AAE/g dw)
Intercept, β0 17.17 8.45 12.74 11.83 134.83 34.51
β1 −0.56* 0.26 0.45 1.94*** 22.07*** 2.14***
β2 6.20*** 3.26*** 1.79*** 0.99** −1.35 10.20***
β3 −2.46*** −1.06* −0.44 −0.38 −7.98*** 0.021
β4 6.19*** 2.16*** 0.31 2.52*** 29.50*** 3.05***
β12 −1.99* −0.17 3.24** 2.16** 11.79*** 1.41
β22 3.07*** 0.48 −1.03 −1.01 −10.48*** −1.70
β32 1.19 0.70 0.69 −1.80* 22.32*** −1.17
β42 3.62*** 0.60 −1.43 0.016 −5.03* −0.57
β12 3.25*** 1.19* 0.61 0.93** −0.54 1.28**
β13 −2.64*** −0.64 −1.31** 0.72* −9.19*** −0.14
β14 −1.02** 0.12 0.90* 0.68* 13.71*** 0.71
β23 −2.32*** −0.86 −0.32 −0.53 0.32 −0.65
β24 4.32*** 1.35** 1.38** 1.81*** 6.40*** 1.88***
β34 −0.29 −0.52 −0.22 −0.087 8.13*** −0.44
R2 0.99 0.89 0.85 0.93 0.99 0.98
F value (model) 140.84*** 8.82*** 6.24*** 16.17*** 294.54*** 75.88***
F value (lack of fit) 4.66 135.87 4.26 4.58 4.65 4.67

β1 = regression coefficient of microwave power, β2 = sample to solvent ratio, β3 = solvent pH, β4 = solvent concentration, TP = total phenols, ABTS = 2,2′-azino-bis (3-ethylbenzothiazoline-6-sulphonic acid) radical cation inhibition, FRAP = Ferric reducing antioxidant power, DPPH = 2,2-diphenyl-1-picrylhydrazyl radical scavenging ability;AAE = ascorbic acid equivalent; GAE = gallic acid equivalent; dw = dry weight. Level of significance *p < 0.05, **p < 0.01, ***p < 0.001.