Skip to main content

Table 1 PLS regression results between HTS-FTIR and GC fatty acid measurements (N = 201)

From: Microtiter plate cultivation of oleaginous fungi and monitoring of lipogenesis by high-throughput FTIR spectroscopy

Fatty acid

Range

Mean

Standard deviation

R2a

RMSECVb

RPD cCV

PLS factors

C16:0

13.4–31.9

20.2

6.1

0.94

1.5

4.0

6

C18:0

2.1–14.4

6.3

3.2

0.94

0.8

4.2

6

C18:1n9

25.4–49.1

37.4

5.4

0.89

1.8

3.0

21

C18:2n6

7.6–48.1

20.8

11.5

0.96

2.3

5.0

7

C18:3n6

0.0–22.3

9.1

7.2

0.96

1.4

5.1

3

SAT

22.4–39.2

29.0

4.5

0.87

1.6

2.8

6

MUFA

27.1–52.6

40.7

5.6

0.93

1.5

3.9

21

PUFA

15.9–50.5

30.3

8.1

0.93

2.2

3.7

7

Unsaturation index

0.89–1.33

1.11

0.13

0.95

0.03

4.5

9

Total lipid

7.9–37.1

27.8

6.1

0.86

2.3

2.6

4

  1. aR2, cross-validated squared correlation coefficient
  2. bRMSECV, root mean square error of cross validation
  3. cRPDCV, residual predictive deviation of cross-validation (standard deviation/RMSECV)