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Table 1 Specification of the input factors and measurable outputs for the model building experiments.

From: Developing a scalable model of recombinant protein yield from Pichia pastoris: the influence of culture conditions, biomass and induction regime

INPUT FACTORS (controlled on-line)

MEASURABLE OUTPUT (measured offline)

T (°C)

pH

DO (%)

OD595

RFU (mL-1)

Specific RFU

(mL-1 OD595-1)

Specific yield (ng mL-1 OD595-1)

SD; n = 3 (ng mL-1 OD595-1)

19

6

60

20.3

8651

426.2

127.9

3.2

19

8

60

0.8

1015

1268.8

380.6

3.9

19

7

30

13.1

10984

838.5

251.6

1.3

19

7

90

12.4

9259

746.7

224.0

2.1

24

6

30

24.4

8061

330.4

99.1

1.6

24

6

90

16.2

11951

737.7

221.3

5.6

24

8

30

4.7

1564

332.8

99.8

1.1

24

8

90

1.3

1954

1503.1

450.9

1.3

24

7

60

17.6

21382

1214.9

364.5

10.1

29

7

30

24.8

25392

1023.9

307.2

0.2

29

8

60

4.4

1413

321.1

96.3

1.5

29

6

60

21.7

10349

476.9

143.1

0.3

29

7

90

15.1

17495

1158.6

347.6

3.5

  1. The input factors were temperature (T), pH and % dissolved oxygen (DO). Relative fluorescent units (RFU) and the optical density at 595 nm (OD595) were measured in triplicate 48 h post induction. The mean values are reported for 1 mL of culture. The standard deviation (SD; n = 3) is given for the specific yield of the M24 culture, where the conversion factor from RFU to ng was determined by generating a standard curve as described in the Methods section. All experiments were performed in batch in the M24 in BMMY medium.