| Literature DB >> 23853418 |
Stephen P Slocombe1, Qianyi Zhang, Kenneth D Black, John G Day, Michele S Stanley.
Abstract
The phenotypic and phylogenetic diversity of micro-algae capable of accumulating triacylglycerols provides a challenge for the accurate determination of biotechnological potential. High-yielding strains are needed to improve economic viability and their compositional information is required for optimizing biodiesel properties. To facilitate a high-throughput screening programme, a very rapid direct-derivatization procedure capable of extracting lyophilized material for GC analysis was compared with a scaled-down Folch-based method. This was carried out on ten micro-algal strains from 6 phyla where the more rapid direct-derivatization approach was found to provide a more reliable measure of yield. The modified Folch-based procedure was found to substantially underestimate oil yield in one Chlorella species (P < 0.01). In terms of fatty acid composition however, the Folch procedure proved to be slightly better in recovering polyunsaturated fatty acids, in six out of the ten strains. Therefore, direct-derivatization is recommended for rapid determination of yields in screening approaches but can provide slightly less compositional accuracy than solvent-based extraction methods.Entities:
Keywords: Biodiesel; Biofuel; Chlorella; In situ transesterification; Intelligent screening; Lipids
Year: 2012 PMID: 23853418 PMCID: PMC3705143 DOI: 10.1007/s10811-012-9947-5
Source DB: PubMed Journal: J Appl Phycol ISSN: 0921-8971 Impact factor: 3.215
Comparison of FAME yields (%DW) for direct-derivatization and Folch methods
| Micro-algal strain | Direct | Folch | Yield ratio | |||||
|---|---|---|---|---|---|---|---|---|
| Class | Genus | Species | CCAP No. | Meana | SD | Meana | SD | |
| Chlorophyceae |
|
| 211/21A | 51.0b | 3.4 | 34.9b | 3.9 | 1.46 |
|
| 211/75 | 59.8 | 1.8 | 58.9 | 1.8 | 1.01 | ||
|
|
| 19/27 | 9.9 | 2.2 | 11.1 | 2.4 | 0.90 | |
|
|
| 66/21A | 5.3 | 1.4 | 5.4 | 1.8 | 0.99 | |
|
| 66/60 | 12.6 | 0.3 | 12.9 | 0.4 | 0.98 | ||
| Bacillariophyceae |
|
| 1085/12 | 15.2b | 0.3 | 16.2b | 0.2 | 0.94 |
| Eustigmatophyceae |
|
| 849/1 | 21.0 | 1.2 | 24.6 | 2.4 | 0.85 |
| Cryptophyceae |
|
| 995/2 | 45.5 | 1.9 | 46.3 | 1.4 | 0.98 |
| Prymnesiophyceae |
|
| 927/1 | 9.1 | 0.7 | 9.9 | 3.2 | 0.91 |
| Rhodophyceae |
|
| 1380/1A | 7.6 | 0.7 | 8.1 | 1.0 | 0.94 |
aMean of three independent biological replicates, standard deviation (SD) indicated
bSignificant difference determined by t test (P < 0.01)
Fig. 1Representative GC-FID traces from a D. tertiolecta CCAP 19/27; b T. pseudonana CCAP 1085/12 and c blank runs, focussing on the region where minor non-fatty acid peaks were typically located. Overlaid traces are from direct-derivatization (black) and Folch (grey) preparations from the same cultures. The anti-oxidant BHT and FAMES peaks (identified according to mass spectra and DMOX-derivatization) are labelled. Arrows indicate non-FAMEs peaks that were specific to the Folch (grey) or direct-derivatization (black) methods; open arrows indicate peaks also present in blank runs and closed arrows indicate peaks absent from blank runs
Green micro-algae FAME composition (mol%) at stationary phase comparing the direct and Folch methods
| Fatty acid | Chlorophyceae | Prasinophyceae | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
| ||||||
| CCAP 211/21A | CCAP 211/75 | CCAP 19/27 | CCAP 66/21A | CCAP 66/60 | ||||||
| Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | |
| Saturated fatty acids | ||||||||||
| 14:0 | −a | − | − | − | 0.9 | 1.2 | 1.5 | 1.8 | − | − |
| 16:0 | 14.5 | 14.6 | 16.7 | 16.6 | 24.6* | 23.6* | 31.8 | 30.4 | 34.1 | 33.5 |
| 18:0 | 1.5 | 1.4 | − | − | − | − | − | − | 1.0 | 1.1 |
| Total saturated | 16.6 | 16.7 | 18.1 | 18.1 | 27.1 | 26.7 | 34.1 | 33.2 | 36.4 | 36.0 |
| Monounsaturated fatty acids (MUFA) | ||||||||||
| 16:1( | 1.3 | 1.3 | 1.0 | 1.0 | − | − | 4.7 | 4.9 | 3.5 | 3.4 |
| 16:1( | − | − | 1.2 | 1.2 | − | − | 1.6 | 1.6 | − | − |
| 18:1( | 48.4* | 47.4* | 50.3 | 49.7 | 10.6 | 10.3 | 22.7 | 23.6 | 35.2 | 35.4 |
| 18:1( | 2.2 | 2.1 | 3.0** | 2.9** | 2.0 | 1.9 | 2.3 | 2.4 | 2.0 | 1.9 |
| 20:1( | − | − | − | − | − | − | 3.4 | 3.2 | 1.3 | 1.2 |
| Total MUFA | 52.8** | 51.7** | 55.8* | 55.0* | 13.8 | 13.4 | 35.1 | 35.9 | 42.4 | 42.3 |
| Polyunsaturated fatty acids (PUFA) | ||||||||||
| 16:2( | − | − | − | − | − | − | − | − | − | − |
| 16:2( | 2.6 | 2.7 | 2.5 | 2.6 | 1.2 | 1.2 | 0.9 | 1.1 | 1.3 | 1.3 |
| 16:2( | − | − | − | − | − | − | − | − | − | − |
| 16:3( | − | − | − | − | − | − | 1.9 | 1.9 | − | − |
| 16:3( | − | − | − | − | − | − | − | − | − | − |
| 16:3( | 5.7 | 6.2 | 6.1*** | 6.6*** | 2.0* | 2.1* | − | − | − | − |
| 16:4( | − | − | − | − | 11.9 | 12.9 | 5.6 | 5.7 | 3.1 | 3.2 |
| 16:4( | − | − | − | − | − | − | − | − | − | − |
| 18:2( | 10.3 | 10.3 | 6.6 | 6.6 | 6.3 | 6.2 | 6.4 | 6.4 | 5.8 | 5.7 |
| 18:3( | − | − | − | − | 2.9 | 2.9 | − | − | − | − |
| 18:3( | 11.8**** | 12.2**** | 10.8* | 11.2* | 31.4 | 31.3 | 7.4 | 7.6 | 5.9 | 6.1 |
| 18:4( | − | − | − | 1.6 | 1.6 | 1.3 | 1.3 | − | − | |
| 20:3( | − | − | − | − | − | − | − | − | − | − |
| 20:4( | − | − | − | − | − | − | 1.1 | 1.0 | − | − |
| 20:5( | − | − | − | − | − | − | 4.1 | 4.0 | 1.5 | 1.5 |
| 22:5( | – | − | − | − | − | − | − | − | − | − |
| 22:6( | − | − | − | − | − | − | − | − | − | − |
| Total | 17.5*** | 18.4*** | 16.9** | 17.7** | 47.2 | 48.1 | 19.4 | 19.7 | 12.3 | 12.9 |
| Total PUFA | 30.6*** | 31.6*** | 26.1** | 27.0** | 59.1 | 59.9 | 30.8 | 30.8 | 21.2 | 21.7 |
| Total unsatd. FA | 83.4 | 83.3 | 81.9 | 81.9 | 72.9 | 73.3 | 65.9 | 66.8 | 63.6 | 64.0 |
| Mean RSD (%)b | 2.71 | 3.15 | 2.40 | 2.34 | 10.3 | 10.9 | 19.0 | 18.6 | 12.7 | 12.2 |
Mean values are shown for three biological replicates. Significant differences are shown for the two methods (t test)
*P < 0.05; **P < 0.02; ***P < 0.01; ****P < 0.001
a – FAMES <1.0 % total (mol%)
bMean relative standard deviation (RSD) determined from FAMES > 1.0 % total (mol%)
Non-green micro-algal FAME composition (mol%) at stationary phase comparing the direct and Folch methods
| Fatty acid | Bacillariophyceae | Eustigmatophyceae | Cryptophyceae | Prymnesiophyceae | Rhodophyceae | |||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
| ||||||
| CCAP 1085/12 | CCAP 849/1 | CCAP 995/2 | CCAP 927/1 | CCAP 1380/1A | ||||||
| Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | |
| Saturated fatty acids | ||||||||||
| 14:0 | 18.0 | 17.8 | 5.6 | 5.7 | 26.3 | 26.3 | 25.6 | 23.8 | −a | − |
| 16:0 | 19.7 | 19.2 | 33.5*** | 32.3*** | 34.3* | 33.7* | 15.1 | 16.2 | 32.4 | 31.4 |
| 18:0 | − | − | 1.8 | 1.7 | 4.4 | 4.4 | − | − | 9.5 | 9.4 |
| Total saturated | 39.4** | 38.4** | 42.4**** | 41.1**** | 65.9 | 65.3 | 42.5 | 41.6 | 42.8 | 41.9 |
| Monounsaturated fatty acids (MUFA) | ||||||||||
| 16:1( | − | − | − | − | − | − | − | − | − | − |
| 16:1( | 27.7 | 27.5 | 30.3 | 30.8 | 1.3 | 1.3 | 2.5 | 2.6 | − | − |
| 18:1( | − | − | 10.4 | 9.9 | 8.0 | 7.9 | 18.3 | 17.3 | 4.2 | 4.4 |
| 18:1( | − | − | − | − | 1.1 | 1.1 | 2.1 | 2.0 | − | − |
| 20:1( | − | − | − | − | − | − | − | − | − | − |
| Total MUFA | 29.3 | 29.2 | 40.9 | 40.9 | 10.6 | 10.5 | 23.7 | 22.6 | 4.7 | 5.0 |
| Polyunsaturated fatty acids (PUFA) | ||||||||||
| 16:2( | 2.4 | 2.5 | − | − | − | − | − | − | − | − |
| 16:2( | − | − | − | − | − | − | − | − | − | − |
| 16:2( | 3.6 | 3.6 | − | − | − | − | 1.3 | 1.1 | − | − |
| 16:3( | − | − | − | − | − | − | − | − | − | − |
| 16:3( | 7.7 | 8.1 | − | − | − | − | − | − | − | − |
| 16:3( | − | − | − | − | − | − | − | − | − | − |
| 16:4( | − | − | − | − | − | − | − | − | − | − |
| 16:4( | 1.8 | 2.0 | − | − | − | − | − | − | − | − |
| 18:2( | − | − | 3.9 | 3.9 | 8.7 | 8.7 | 3.0 | 2.8 | 24.1 | 24.2 |
| 18:3( | − | − | − | − | − | − | − | − | 1.1 | 1.1 |
| 18:3( | − | − | − | − | 8.5 | 8.8 | 6.9 | 6.7 | − | − |
| 18:4( | 3.6 | 3.7 | − | − | 2.7 | 2.8 | 10.8 | 9.7 | − | − |
| 20:3( | − | − | − | − | − | − | − | − | 4.6 | 4.7 |
| 20:4( | − | − | 2.9 | 2.9 | − | − | − | − | 17.6 | 17.9 |
| 20:5( | 9.2 | 9.3 | 8.4** | 9.2** | 1.4 | 1.4 | − | − | 4.3 | 4.4 |
| 22:5( | − | − | − | − | − | − | 2.2 | 2.3 | − | − |
| 22:6( | 2.0 | 1.9 | − | − | 1.0 | 1.0 | 7.4 | 10.8 | − | − |
| Total | 15.0 | 15.3 | 8.7** | 9.7** | 13.7 | 14.3 | 26.5 | 28.6 | 4.4 | 4.5 |
| Total PUFA | 31.3* | 32.3* | 16.8 | 18.0 | 23.5 | 24.1 | 33.8 | 35.8 | 52.5 | 53.0 |
| Total unsatd. FA | 60.6** | 61.6** | 57.6**** | 58.9**** | 34.1 | 34.7 | 57.5 | 58.4 | 57.2 | 58.1 |
| Mean RSD (%)b | 4.49 | 4.15 | 4.33 | 3.72 | 3.11 | 2.32 | 14.4 | 5.51 | 10.3 | 9.45 |
Mean values are shown for three biological replicates. Significant differences are shown for the two methods (t test)
*P < 0.05; **P < 0.02; ***P < 0.01; ****P < 0.002
a– FAMES < 1.0 % total (mol%)
bMean relative standard deviation (RSD) determined from FAMES > 1.0 % total (mol%)
Green micro-algal FAME composition at stationary phase expressed in absolute values (%DW) comparing direct and Folch methods
| Fatty acid | Chlorophyceae | Prasinophyceae | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
| ||||||
| CCAP 211/21A | CCAP 211/75 | CCAP 19/27 | CCAP 66/21A | CCAP 66/60 | ||||||
| Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | |
| Saturated fatty acids | ||||||||||
| 14:0 | −a | − | − | − | − | − | 0.06 | 0.07 | − | − |
| 16:0 | 6.74** | 4.62** | 9.20 | 9.03 | 2.16 | 2.30 | 1.42 | 1.32 | 3.92 | 3.84 |
| 18:0 | 0.75**** | 0.50**** | − | − | − | − | − | − | 0.13 | 0.13 |
| Total saturated | 7.82*** | 5.35*** | 10.0 | 9.85 | 2.39 | 2.60 | 1.52 | 1.44 | 4.20 | 4.14 |
| Monounsaturated fatty acids (MUFA) | ||||||||||
| 16:1( | 0.61* | 0.41* | − | − | − | − | 0.22 | 0.23 | 0.40 | 0.39 |
| 16:1( | − | − | 0.65 | 0.65 | − | − | 0.07 | 0.07 | − | − |
| 18:1( | 24.8*** | 16.5*** | 30.5 | 29.7 | 1.06 | 1.15 | 1.16 | 1.18 | 4.47 | 4.47 |
| 18:1( | 1.13*** | 0.75*** | 1.85 | 1.72 | 0.19 | 0.20 | 0.13 | 0.13 | 0.25 | 0.24 |
| 20:1( | − | − | − | − | − | − | 0.18 | 0.17 | 0.18 | 0.17 |
| Total MUFA | 27.0*** | 18.0*** | 33.7 | 32.7 | 1.36 | 1.47 | 1.78 | 1.79 | 5.34 | 5.31 |
| Polyunsaturated fatty acids (PUFA) | ||||||||||
| 16:2( | − | − | − | − | − | − | − | − | − | − |
| 16:2( | 1.19*** | 0.83*** | 1.37 | 1.39 | 0.10 | 0.12 | − | − | 0.14 | 0.15 |
| 16:2( | − | − | − | − | − | − | − | − | − | − |
| 16:3( | − | − | − | − | − | − | 0.08 | 0.09 | − | − |
| 16:3( | − | − | − | − | − | − | − | − | − | − |
| 16:3( | 2.61* | 1.92* | 3.27 | 3.47 | 0.17 | 0.20 | − | − | − | − |
| 16:4( | − | − | − | − | 1.00 | 1.21 | 0.26 | 0.27 | 0.34 | 0.36 |
| 16:4( | − | − | − | − | − | − | − | − | − | − |
| 18:2( | 5.25*** | 3.59*** | 3.96 | 3.90 | 0.62 | 0.68 | 0.32 | 0.31 | 0.73 | 0.71 |
| 18:3( | − | − | − | − | 0.27 | 0.30 | − | − | − | − |
| 18:3( | 5.97*** | 4.19*** | 6.48 | 6.58 | 2.94 | 3.27 | 0.39 | 0.39 | 0.74 | 0.76 |
| 18:4( | − | − | − | − | 0.15 | 0.16 | 0.07 | 0.06 | − | − |
| 20:3( | − | − | − | − | − | − | − | − | − | − |
| 20:4( | − | − | − | − | − | − | 0.06 | 0.06 | − | − |
| 20:5( | − | − | − | − | − | − | 0.23 | 0.22 | 0.20 | 0.20 |
| 22:5( | − | − | − | − | − | − | − | − | − | − |
| 22:6( | − | − | − | − | − | − | − | − | − | − |
| Total | 8.60** | 6.13** | 9.77 | 10.1 | 4.28 | 4.86 | 1.00 | 1.01 | 1.50 | 1.56 |
| Total PUFA | 15.1*** | 10.6*** | 15.1 | 15.4 | 5.42 | 6.11 | 1.56 | 1.55 | 2.60 | 2.65 |
| Total unsatd. FA | 42.1*** | 28.6*** | 48.8 | 48.1 | 6.78 | 7.58 | 3.34 | 3.35 | 7.94 | 7.96 |
| Mean RSD (%)b | 7.18 | 12.0 | 4.04 | 4.31 | 24.5 | 22.9 | 33.6 | 41.4 | 12.7 | 12.1 |
Mean values are shown for three biological replicates. Significant differences are shown for the two methods (t test)
*P < 0.05; **P < 0.02; ***P < 0.01; ****P < 0.001
a – FAMES < 1.0 % total peak area
bMean relative standard deviation (RSD) determined from FAMES peaks with >1.0 % total peak area
Non-green micro-algal FAME composition at stationary phase expressed in absolute values (%DW) comparing direct and Folch methods
| Fatty acid | Bacillariophyceae | Eustigmatophyceae | Cryptophyceae | Prymnesiophyceae | Rhodophyceae | |||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
| ||||||
| CCAP 1085/12 | CCAP 849/1 | CCAP 995/2 | CCAP 927/1 | CCAP 1380/1A | ||||||
| Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | Direct | Folch | |
| Saturated fatty acids | ||||||||||
| 14:0 | 2.33 | 2.44 | 0.97* | 1.18* | 10.3 | 10.5 | 1.64 | 1.70 | −a | − |
| 16:0 | 2.87 | 2.95 | 6.53 | 7.46 | 15.1 | 15.1 | 1.09 | 1.32 | 2.17 | 2.15 |
| 18:0 | − | − | 0.39 | 0.43 | 2.17 | 2.17 | − | − | 0.70 | 0.72 |
| Total saturated | 5.46 | 5.62 | 8.16 | 9.39 | 28.0 | 28.2 | 2.86 | 3.17 | 2.93 | 2.94 |
| Monounsaturated fatty acids (MUFA) | ||||||||||
| 16:1( | − | − | − | − | − | − | − | − | − | − |
| 16:1( | 4.00 | 4.20 | 5.86 | 7.06 | 0.55 | 0.56 | 0.18 | 0.21 | − | − |
| 18:1( | − | − | 2.22 | 2.53 | 3.88 | 3.93 | 1.45 | 1.53 | 0.31 | 0.34 |
| 18:1( | − | − | − | − | 0.53 | 0.52 | 0.17 | 0.18 | − | − |
| 20:1( | − | − | − | − | − | − | − | − | − | − |
| Total MUFA | 4.23 | 4.47 | 8.11 | 9.63 | 5.07 | 5.14 | 1.86 | 1.97 | 0.35 | 0.38 |
| Polyunsaturated fatty acids (PUFA) | ||||||||||
| 16:2( | 0.35* | 0.37* | − | − | − | − | − | − | − | − |
| 16:2( | − | − | − | − | − | − | − | − | − | − |
| 16:2( | 0.51** | 0.55** | − | − | − | − | − | − | − | − |
| 16:3( | − | − | − | − | − | − | − | − | − | − |
| 16:3( | 1.09 | 1.22 | − | − | − | − | − | − | − | − |
| 16:3( | − | − | − | − | − | − | − | − | − | − |
| 16:4( | − | − | − | − | − | − | − | − | − | − |
| 16:4( | 0.26 | 0.30 | − | − | − | − | − | − | − | − |
| 18:2( | − | − | 0.84 | 0.98 | 4.22 | 4.29 | 0.23 | 0.25 | 1.77 | 1.82 |
| 18:3( | − | − | − | − | − | − | − | − | 0.08 | 0.08 |
| 18:3( | − | − | − | − | 4.07*** | 4.27*** | 0.54 | 0.59 | − | − |
| 18:4( | 0.57 | 0.61 | − | − | 1.28**** | 1.37**** | 0.84 | 0.84 | − | − |
| 20:3( | − | − | − | − | − | − | − | − | 0.36 | 0.38 |
| 20:4( | − | − | 0.67* | 0.79* | − | − | − | − | 1.40 | 1.45 |
| 20:5( | 1.57** | 1.70** | 1.92*** | 2.51*** | 0.73* | 0.76* | − | − | 0.34 | 0.35 |
| 22:5( | − | − | − | − | − | − | 0.21 | 0.23 | − | − |
| 22:6( | 0.37 | 0.38 | − | − | 0.56*** | 0.60*** | 0.69 | 1.11 | − | − |
| Total | 2.54 | 2.74 | 1.99*** | 2.63*** | 6.71*** | 7.10*** | 2.18 | 2.66 | 0.35 | 0.36 |
| Total PUFA | 4.87*** | 5.32*** | 3.77** | 4.81** | 11.5 | 12.0 | 2.79 | 3.31 | 4.02 | 4.15 |
| Total unsatd. FA | 9.11*** | 9.79*** | 11.9* | 14.4* | 16.5 | 17.1 | 4.64 | 5.29 | 4.37 | 4.53 |
| Mean RSD (%)b | 4.58 | 4.32 | 5.58 | 9.54 | 3.20 | 2.24 | 13.7 | 32.9 | 11.9 | 11.8 |
Mean values are shown for three biological replicates. Significant differences are shown for the two methods (t test)
*P < 0.05; **P < 0.02; ***P < 0.01; ****P < 0.001
a – FAMES < 1.0 % total peak area
bMean relative standard deviation (RSD) determined from FAMES peaks with >1.0 % total peak area