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. 2022 Aug 17;10:908386. doi: 10.3389/fchem.2022.908386

TABLE 1.

Factors (X), levels, and measured variables (Y) corresponding to the fractional factorial or screening design: formulations were synthesized according to the created design. Independent variables considered were: X1: the amount of solid lipid (mg); X2: amount of surfactant (mg); X3: amount of liquid lipid (μL); X4: time of sonication (min), and; X5: sonication power (%). Dependent variables were: Y1: particle size (nm); Y2: PDI, and; Y3: Z-potential (mV).

Formulation N° Factors Responses
X1 X2 X3 X4 X5 Y1 Y2 Y3
1 100 400 10 10 60 150,2 0,236 −9,56
2 100 400 10 40 60 144,0 0,233 −8,53
3 100 400 200 10 80 198,5 0,189 −11,4
4 100 400 200 40 80 201,2 0,118 −5,72
5 100 800 10 10 80 189,1 0,234 −4,42
6 100 800 10 40 80 188,5 0,212 −1,15
7 100 800 200 10 60 199,5 0,148 −5,45
8 100 800 200 40 60 174,2 0,165 −4,86
9 400 400 10 10 80 240,1 0,184 −14,1
10 400 400 10 40 80 242,6 0,114 −14,5
11 400 400 200 10 60 216,2 0,064 −18,1
12 400 400 200 40 60 245,8 0,158 −16,8
13 400 800 10 10 60 215,7 0,207 −11,2
14 400 800 10 40 60 208,6 0,200 −7,08
15 400 800 200 10 80 210,7 0,174 −4,49
16 400 800 200 40 80 191,4 0,208 −1,49