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. 2025 Aug 8;13:1555449. doi: 10.3389/fchem.2025.1555449

TABLE 3.

Box–Behnken design-based design of experimentation for 16 trial formulations.

Runs X1 X2 X3 Y1 Y2 Y3
F1 300 0.5 400 418.7 0.433 80
F2 300 1 200 198.6 0.275 68.3
F3 300 1 600 718.7 0.499 85
F4 300 1.5 400 331.9 0.367 78.5
F5 600 0.5 200 310.2 0.332 77
F6 600 0.5 600 511.6 0.483 83
F7 600 1 400 227.6 0.300 72
F8 600 1 400 234.5 0.291 75
F9 600 1 400 221.9 0.312 71
F10 600 1 400 231.5 0.297 73
F11 600 1.5 200 332.5 0.376 79.8
F12 600 1.5 600 457.1 0.422 82
F13 900 0.5 400 209 0.278 69
F14 900 1 200 190.6 0.212 66.4
F15 900 1 600 227.6 0.3 70
F16 900 1.5 400 268 0.345 75.3

X1, stirring speed (RPM); X2, surfactant concentration (%); X3, polymer concentration (mg); Y1, particle size (nm); Y2, PDI; Y3, entrapment efficiency (%).