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Table 2 Artificial intelligence-assisted design of PEG-modified MLP liposomes incorporating varying phospholipid and cholesterol ratios. The characteristics include particle size, PDI, zeta potential, and encapsulation efficiency

From: Combination therapy with lipid prodrug liposomes reshapes disease-associated neutrophils to promote the cancer-immunity cycle

Phospholipids: cholesterol (%)

Particle size

(nm)

PDI

Zeta potential (mV)

Encapsulation efficiency (%)

HSPC: CH = 45: 50

296.70

0.14

− 12.45

68.26

HSPC: CH = 55: 40

239.96

0.14

− 11.21

68.63

HSPC: CH = 65: 30

239.71

0.14

− 8.84

69.29

HSPC: CH = 85: 10

240.54

0.14

− 7.78

73.35

HSPC: CH = 95: 00

238.22

0.15

− 7.89

73.50

POPC: CH = 45: 50

292.37

0.14

− 12.39

68.45

POPC: CH = 55: 40

244.64

0.14

− 11.56

68.40

POPC: CH = 65: 30

239.04

0.14

− 8.74

69.30

POPC: CH = 85: 10

240.01

0.14

− 7.72

73.49

POPC: CH = 95: 00

237.74

0.15

− 7.87

73.64

POPG: CH = 45: 50

303.54

0.14

− 15.96

63.66

POPG: CH = 55: 40

246.90

0.14

− 14.44

63.83

POPG: CH = 65: 30

247.01

0.14

− 12.32

64.32

POPG: CH = 85: 10

250.02

0.14

− 11.68

68.07

POPG: CH = 95: 00

247.70

0.15

− 12.13

67.81

DOPG: CH = 45: 50

302.98

0.15

− 15.46

63.83

DOPG: CH = 55: 40

254.21

0.14

− 14.52

63.75

DOPG: CH = 65: 30

247.63

0.14

− 11.82

64.39

DOPG: CH = 85: 10

250.73

0.14

− 10.63

68.01

DOPG: CH = 95: 00

248.38

0.15

− 11.06

67.75

  1. HSPC, Hydrogenated Soy Phosphatidylcholine; POPC, 1-Palmitoyl-2-oleoylphosphatidylcholine; POPG, 1-Palmitoyl-2-oleoylphosphatidylglycerol; DOPG, Dioleoylphosphatidylglycerol