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Table 5 Component scores (labeled 'SC1' to 'SC5') after VARIMAX rotation of the MFA solution with five components and, on the last three lines, the variance accounted for by these components in the GC data (the 'GC' line), the LC data (the 'LC' line), and the concatenated data (the 'TOTAL' line).

From: A structured overview of simultaneous component based data integration

 

SC1

SC2

SC3

SC4

SC5

Reference

     

   16 hrs

0.07

0.33

-0.04

0.01

-0.12

   24 hrs

-0.05

-0.02

-0.10

-0.09

-0.16

   32 hrs

-0.01

-0.30

-0.05

-0.07

-0.06

   40 hrs

0.10

-0.27

-0.01

-0.09

0.01

   48 hrs

0.18

-0.17

0.17

-0.03

0.10

pH +

     

   16 hrs

0.18

-0.11

-0.29

-0.10

-0.61

   24 hrs

0.03

-0.07

0.36

-0.10

-0.03

   40 hrs

0.35

-0.17

0.26

0.03

-0.09

   48 hrs

0.22

-0.10

0.05

-0.10

0.03

oxygen +

     

   40 hrs

-0.24

0.04

0.02

0.00

-0.06

oxygen ?

     

   16 hrs

0.04

0.34

0.01

-0.11

-0.06

   24 hrs

-0.26

-0.02

-0.02

-0.08

-0.16

   40 hrs

-0.45

-0.13

0.09

-0.05

0.08

   64 hrs

-0.37

-0.10

0.11

-0.02

0.07

phosphate +

     

   16 hrs

0.01

0.38

-0.02

-0.04

0.03

   24 hrs

-0.09

0.43

0.04

-0.10

0.14

   40 hrs

-0.33

0.00

-0.04

-0.01

-0.01

   48 hrs

-0.04

-0.12

0.01

0.01

-0.15

phosphate -

     

   16 hrs

-0.03

0.06

0.00

-0.19

-0.09

   24 hrs

-0.03

-0.02

0.41

-0.12

0.07

   40 hrs

0.32

0.09

0.32

-0.01

0.14

succinate

     

   24 hrs

0.07

0.10

-0.02

0.55

-0.13

   40 hrs

-0.01

-0.02

-0.01

0.57

-0.03

   48 hrs

-0.05

-0.05

-0.05

0.46

0.11

Wild type

     

   16 hrs

0.19

0.27

-0.25

-0.10

0.06

   24 hrs

0.02

-0.11

-0.38

-0.12

0.04

   40 hrs

0.08

-0.20

-0.32

-0.06

0.33

   48 hrs

0.11

-0.06

-0.26

-0.03

0.55

GC

0.14

0.12

0.08

0.14

0.06

LC

0.10

0.14

0.20

0.07

0.13

TOTAL

0.13

0.13

0.12

0.12

0.09

  1. In the part with component scores, the first column describes the experiments in relation to the reference condition and the number of hours the samples were in the bioreactor. Component scores ≥ .25 (in absolute value) are in boldface.