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Table 1 Protocol of experiments for generating the model

From: Integrated application of uniform design and least-squares support vector machines to transfection optimization

Sequence Number

Number of Cells (× 105)*

Amount of plasmid (μg) *

Amount of LipofectAMINE (μL) *

Expression ratio of GFP %

Fitted Values

%

A

11.0

100.50

80.88

64.74

64.50

B

21.1

50.25

40.56

45.58

45.72

C

31.2

140.70

111.12

68.37

68.06

D

41.3

20.10

131.28

19.60

20.25

E

51.4

120.60

10.32

30.61

31.04

F

61.5

70.35

60.72

56.16

56.09

G

71.6

80.40

151.44

75.24

74.80

H

81.7

40.20

101.04

48.78

48.85

I

91.8

150.75

50.64

59.19

59.06

J

101.9

30.15

20.40

38.23

38.51

K

112.0

110.55

141.36

82.53

81.94

L

122.1

10.05

70.80

13.49

14.26

M

132.2

130.65

90.96

71.67

71.29

N

142.3

90.45

30.48

51.96

51.97

O

152.4

60.30

121.20

61.85

61.67

  1. *: In these independent variables, the numbers outside of round brackets refer to serial numbers of their levels, and the numbers inside of round brackets refer to the actual dosages.