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. 2021 Jun 24;16:4251–4276. doi: 10.2147/IJN.S301597

Table 1.

Composition of the Independent Variables with Their Respective Levels and Their Dependent Variables

Variables Levels
Independent variables (Factors) Low(−1) Medium(0) High(+1)
A = PC concentration % (w/v) 1% 2% 3%
B = Ethanol concentration % (v/v) 10% 20% 30%
C = PG concentration % (v/v) 5% 10% 15%
Formula no. Independent variables Dependent variables PDI
A B C Y1: particle size (nm) Y2: zeta potential(mV) Y3:EE% Y4: % drug released over 24h Y5: % drug permeated over 24h
F1 +1 +1 0 354.3±9.36 −77.5±3.99 98.86±5.01 83.69±8.29 74.26±5.92 0.46
F2 0 −1 −1 340±4.35 −61.1±4.32 89.23±4.88 67.2±6.38 55.16±5.28 0.43
F3 0 0 0 271.4±6.48 −59.5±4.28 93.81±3.74 76.73±4.41 73.5±6.99 0.35
F4 0 −1 +1 311±8.27 −54.5±7.84 92.76±6.55 73.23±11.01 61.38±3.09 0.30
F5 −1 +1 0 174.5±5.36 −56.1±2.09 91.24±7.98 97.9±3.92 85.18±5.61 0.26
F6 +1 −1 0 404±10.43 −66.3±5.82 95.84±4.72 62.48±8.54 51.53±4.33 0.36
F7 +1 0 +1 367.6±13.49 −72.6±9.75 98.27±3.91 75.4±4.09 63.28±4.72 0.37
F8 −1 −1 0 310.1±3.52 −51±8.35 82.01±6.02 79.87±2.74 68.38±9.51 0.39
F9 +1 0 −1 386.4±5.33 −74.2±3.17 97.97±7.53 70.43±10.61 58.83±6.42 0.34
F10 0 0 0 283.5±6.63 −62±5.29 95.09±11.23 78.83±6.81 68.87±3.99 0.46
F11 0 +1 +1 237.4±3.81 −67±10.56 96.39±2.84 93.87±8.49 83.28±5.91 0.33
F12 0 +1 −1 261.3±2.69 −72.6±3.88 96.03±3.52 87.9±7.90 76.94±8.53 0.36
F13 −1 0 −1 228.4±11.51 −52.3±3.11 84.12±9.19 82.24±14.73 72.38±7.28 0.32
F14 −1 0 +1 199.4±3.33 −58.2±4.02 87.13±4.92 89.24±5.44 78.53±4.74 0.26
F15 0 0 0 293.6±9.46 −60.6±6.53 93.91±3.06 75.49±5.38 71.32±5.26 0.21
F optimized 1.33% 30% 15% 195.8±5.45 −62.1±2.85 92.63±4.33 96.63±6.81 85.98±4.79 0.37

Note: Data are mean values (n = 3) ± SD.

Abbreviations: PC, Phosphatidyl choline; PG, Propylene glycol; EE%, entrapment efficiency percent; PDI, polydispersity index.