stabilisation methods such as formation of cross-linked enzyme
aggregates (CLEAs) on FAE stability, since this has been found
to have a positive effect on CaLB stability in ILs.31
The COSMO-RS method proved to be a useful tool for
explaining the effect of the four ILs studied in this work
on AnFaeA stability in terms of hydrogen bonding capacity.
Given the importance of hydrogen bonds in maintaining enzyme
structure, the COSMO-RS method may thus prove to enable
the prediction of useful ILs for enzymatic reactions in terms of
stability. Further tests need to be made on other ILs in order to
establish the actual potential, but the four ILs used in this study
are good representatives of the ILs commonly used in the field.
Although other aspects of IL nature such as water miscibility
may not be predicted by COSMO-RS, the method can still be
used for initial IL screening to give an indication of substrate
solubility and enzyme stability in the IL medium.
References
Fig. 4 Sigma(s)-profiles of the cations and anions in the ILs used:
[BMIm]+ (conformer 0 ( ; solid red line) and conformer 1 (---; short
maroon dashes)), [C2OHMIm]+ (— —; long black dashes), [PF6]- (– –
–; blue dashes), and [BF4]-( ◊ ◊ ◊ ·; purple dots). Water ( solid grey line)
is included for comparison. The vertical lines indicate the hydrogen
bonding (HB) limits, i.e. screening charge densities outside these lines
indicate the tendency to form hydrogen bonds. s-Profiles are shown for
two conformers 0 and 1 of [BMIm]+; COSMOtherm estimates that in this
IL-buffer system (15% (v/v) water), 85.0% of the [BMIm]+ molecules
are in the conformer 0 form, while 10.2% are in the conformer 1 form.
The two conformers generated for [C2OHMIm]+ had almost identical
s-profiles; thus, only one is shown.
1 I. Colquhoun, M. C. Ralet, J. F. Thibault, C. B. Faulds and G.
Williamson, Carbohydr. Res., 1994, 263, 243–256.
2 D. W. S. Wong, Appl. Biochem. Biotechnol., 2006, 133, 87–112.
3 V. F. Crepin, C. B. Faulds and I. F. Connerton, Appl. Microbiol.
Biotechnol., 2004, 63, 647–652.
4 E. Topakas, C. Vafiadi, H. Stamatis and P. Christakopoulos, Enzyme
Microb. Technol., 2005, 36, 729–736.
5 C. Vafiadi, E. Topakas, E. J. Bakx, H. A. Schols and P. Christakopou-
los, Molecules, 2007, 12, 1367–1375.
6 (a) T. Tsuchiyama, T. Sakamoto, T. Fujita, S. Murata and H.
Kawasaki, Biochim. Biophys. Acta, Gen. Subj., 2006, 1760, 1071–
1079; (b) M. Mastihubov
Borekova´, J. Mol. Catal. B: Enzym., 2006, 38, 54–57.
a´, V. Mastihuba, D. Bilancova´ and M.
7 N. S. Hatzakis and I. Smonou, Bioorg. Chem., 2005, 33, 325–337.
8 (a) F. van Rantwijk and R. A. Sheldon, Chem. Rev., 2007, 107, 2757–
2785; (b) H. Zhao, G. A. Baker, Z. Song, O. Olubajo, T. Crittle and
D. Peters, Green Chem., 2008, 10, 696–705.
9 (a) R. M. Lau, M. J. Sorgedrager, G. Carrea, F. van Rantwijk, F.
Secundo and R. A. Sheldon, Green Chem., 2004, 6, 483–487; (b) S.
H. Lee, Y. M. Koo and S. H. Ha, Korean J. Chem. Eng., 2008, 25(6),
1456–1462.
fact that no major difference in the effect on AnFaeA stability
was observed between [BMIm]+ and [C2OHMIm]+ is consistent
with the two cations having similar s-profiles in the hydrogen
bond donor range (s < -1 e nm-2).
Other studies have also found COSMO-RS to be a useful
tool for solvent screening in IL-based biocatalysis. For example,
Lue et al.42 studied enzymatic flavonoid acylation with CaLB
in numerous different ILs successfully screened for flavonoid
solubility with COSMO-RS and found the method useful for
choosing an IL giving the right balance between substrate
solubility and enzyme stability.
10 O. Ulbert, K. Belafi-Bako, K. Tonova and L. Gubicza, Biocatal.
Biotransform., 2005, 23(3/4), 177–183.
11 W. Y. Lou and M. H. Zong, Chirality, 2006, 18, 814–821.
12 C. Vafiadi, E. Topakas, V. R. Nahmias, C. B. Faulds and P.
Christakopoulos, J. Biotechnol., 2009, 139, 124–129.
13 J. Stratton, V. Chiruvolu and M. Meagher, in Pichia Protocols, ed.
D. Higgins and J. Cregg, Humana Press, Totowa, 1998, vol. 103, pp.
107–120.
14 S. Bauer, P. Vasu, S. Persson, A. J. Mort and C. R. Somerville, Proc.
Natl. Acad. Sci. U. S. A., 2006, 103(30), 11417–11422.
15 L. C. Branco, J. N. Rosa, J. J. Moura Ramos and C. A. M. Afonso,
Chem.–Eur. J., 2002, 8(16), 3671–3677.
Conclusions
Of the three FAEs tested here, AnFaeA showed the best potential
for being used for esterification in an IL-buffer system, whereas
AndFaeC and Ultraflo L were practically inactive in the systems.
AnFaeA has a structure more similar to IL-compatible lipases
than the other FAEs, and this seems to be determining for its
ability to work well in IL systems. The stability of AnFaeA in
the IL-buffer system was found to be anion dependent: AnFaeA
was rapidly inactivated in the [BF4]--based IL systems, but stable
in the [PF6]--based ones, which were only significantly more
16 N. Juge, G. Williamson, A. Puigserver, N. J. Cummings, I. F.
Connerton and C. B. Faulds, FEMS Yeast Res., 2001, 1, 127–132.
17 M. J. Frisch, H. B. Schlegel, G. E. Scuseria, M. A. Robb, J. R.
Cheeseman, J. A. Jr. Montgomery, T. Vreven, K. N. Kudin, J.
C. Burant, J. M. Millam, S. S. Iyengar, J. Tomasi, V. Barone, B.
Mennucci, M. Cossi, G. Scalmani, N. Rega, G. A. Petersson, H.
Nakatsuji, M. Hada, M. Ehara, K. Toyota, R. Fukuda, J. Hasegawa,
M. Ishida, T. Nakajima, Y. Honda, O. Kitao, H. Nakai, M. Klene, X.
Li, J. E. Knox, H. P. Hratchian, J. B. Cross, C. Adamo, J. Jaramillo,
R. Gomperts, R. E. Stratmann, O. Yazyev, A. J. Austin, R. Cammi,
C. Pomelli, J. W. Ochterski, P. Y. Ayala, K. Morokuma, G. A. Voth,
P. Salvador, J. J. Dannenberg, V. G. Zakrzewski, S. Dapprich, A.
D. Daniels, M. C. Strain, O. Farkas, D. K. Malick, A. D. Rabuck,
K. Raghavachari, J. B. Foresman, J. V. Ortiz, Q. Cui, A. G. Baboul,
S. Clifford, J. Cioslowski, B. B. Stefanov, G. Liu, A. Liashenko, P.
Piskorz, I. Komaromi, R. L. Martin, D. J. Fox, T. Keith, M. A. Al-
Laham, C. Y. Peng, A. Nanayakkara, M. Challacombe, P. M. W. Gill,
B. Johnson, W. Chen, M. W. Wong, C. Gonzalez, and J. A. Pople,
◦
destabilising than buffer at 50 C and above. The [PF6]--based
IL systems can thus be used with success at temperatures up to 40
◦C. Whether the water-miscible [C2OHMIm][PF6] or the water-
immiscible [BMIm][PF6] should be used depends on the nature
of the desired system – in some cases a two-phase system may
be preferable. It may be valuable to assess the effect of simple
1556 | Green Chem., 2011, 13, 1550–1557
This journal is
The Royal Society of Chemistry 2011
©