358
Z.-Q. Duan et al. / Catalysis Communications 11 (2010) 356–358
Table 2
the preferential selectivity to the other 1-position over 2-position
would be enhanced strongly.
Influence of water activity on the enzymatic 1,3-diolein synthesis.
Based on the above results, it was concluded that the water
activity has a pronounced influence on the preferential selectivity
of Novozym 435 to 1-position over 2-position of the glycerol
molecular during the 1,3-diolein synthesis by esterification. The
mechanism by which the enzyme favors or disfavors the selectivity
at various water activities may be related to the changes in the
internal flexibility of the enzyme which depends on the effective
hydration. Recently, the molecular modeling revealed that there
was a possibility for the water molecular to bind in the stereo-
specificity pocket of C. antarctica lipase B specifically and reduced
its size, enhancing the difference in binding of the substituents
on the secondary alcohols molecular, and then increased the
enantioselectivity [4,5]. So, the molecular modeling may be a help-
ful tool for exploring the molecular mechanism of the positional
selectivity of Novozym 435 during 1,3-diolein synthesis by
esterification of oleic acid with glycerol.
Water activity (aw
Diolein yield (%)
1,3-Diolein/1,2-diolein
k1
k3
k9
k11
k1/k9
k3/k11
)
0.11
66
0.33
78
20.5
0.901
1.148
0.097
0.0027
9.30
0.53
84
0.75
80
0.97
75
13.2
0.535
0.846
0.083
0.0025
6.42
344
24.1
1.231
1.347
0.126
0.0030
9.73
480
22.6
1.112
1.267
0.115
0.0028
9.54
450
18.7
0.082
1.056
0.091
0.0025
8.03
426
380
that, the ratio of 1,3-diolein to 1,2-diolein increased to 24.1 and
then decreased along with the increase of the water activity. As
we all known, a bigger ratio of 1,3-diolein to 1,2-diolein could be
attributed to a higher preferential selectivity of Novozym 435 to-
wards 1-position over 2-position of the glycerol molecular. So, to
get a better understanding of the phenomena involved in the
changes in the ratio of 1,3-diolein to 1,2-diolein, an insight into
the influence of water activity on the positional selectivity of Nov-
ozym 435 from the points of view of kinetics could be of great
interest.
4. Conclusion
The rate constants were identified by solving the differential
equations described previously with an adaptive step-size Run-
ge–Kutta method within a nonlinear regression procedure, using
the Levenberg–Marquardt algorithm, so as to obtain the best fit be-
tween the experimental data and the results calculated. And some
rate constants which were relevant to the positional selectivity of
Novozym 435 were listed in Table 2.
As shown from Table 2 (entries 4–7), when the water activity
was increased from 0.11 to 0.53, k1, k3, k9 and k11 increased. It
could be interpreted that an increase in the internal flexibility of
the enzyme caused by increasing water activity in general, resulted
in the increase of enzymatic activity [15,16]. Among the increase of
these four rate constants, k1 and k3 increased noticeably; k9, and
k11 increased mildly. As a result, k1/k9 and k3/k11 increased with
the increasing water activity. It was demonstrated that the prefer-
ential selectivity of Novozym 435 to 1-position over 2-position of
the glycerol molecular was raised with the increase of water activ-
ity. The reason may be that the increase of the water activity re-
sulted in more water molecular binding near the active site of
the enzyme and made it more flexible. Accordingly, the selectivity
of the enzyme increased with the increasing water activity [9,17–
19].
In summary, the influence of water activity on enzymatic selec-
tivity is complex, but essential for the biocatalysis. The results of
this work allowed a better understanding of the pronounced effect
of water activity on the positional selectivity of the immobilized li-
pase Novozym 435 during 1,3-diolein synthesis by esterification of
oleic acid with glycerol. The molecular modeling may be a promis-
ing tool for elucidating how the enzyme serves the task of distin-
guishing between the isomers behind water activity effect.
Acknowledgments
The authors express their thanks for the support from National
Natural Science Foundation of China (20706034), National 863
High Tech Project (2006AA020203), 973 Project (2007CB714302)
as well as Tsinghua Fundamental Research Funding.
References
[1] R.H. Valivety, P.J. Hallmg, A.R. Macrae, Biochem. Biophys. Acta 1118 (1992)
218–222.
[2] P.J. Halling, Enzyme Microb. Technol. 16 (1994) 178–206.
[3] A. Jonsson, W. Van Breukelen, E. Wehtje, P. Adlercreutz, B. Mattiasson, J. Mol.
Catal. B: Enzym. 5 (1998) 273–276.
When the water activity was increased from 0.53 to 0.97, the
opposite effect was obtained, i.e. the rate constants decreased.
Among the decrease of the four rate constants, k1 and k3 decreased
obviously; k9, and k11 decreased slightly. As a consequence, k1/k9
and k3/k11 decreased with the increasing water activity, indicating
that the preferential selectivity of Novozym 435 to 1-position over
2-position of the glycerol molecular was dropped with increasing
water activity. The reason involved in this case was supposed to
be that, after the optimum hydration level of the enzyme was
reached, the further increase of water activity would allow excess
water molecular to bind close to the active site of the enzyme,
made it too flexible, leading to the decrease of the difference in
binding of the different hydroxyl groups of the glycerol molecular;
on the other hand, the excess water would form a partial obstruc-
tion near the active site [15], thereby inhibiting the access of the
glycerol molecular to the enzyme. So, the positional selectivity
decreased.
[4] V. Leonard, L. Fransson, S. Lamare, K. Hult, M. Graber, ChemBioChem 8 (2007)
662–667.
[5] V. Leonard, Z. Marton, S. Lamare, K. Hult, M. Graber, J. Mol. Catal. B: Enzym. 59
(2009) 90–95.
[6] L. Ma, M. Persson, P. Adlercreutz, Enzyme Microb. Technol. 31 (2002) 1024–
1029.
[7] P. Pepin, R. Lortie, Biotechnol. Bioeng. 63 (1999) 502–505.
[8] S. Sabbani, E. Hedenstrom, J. Mol. Catal. B: Enzym. 58 (2009) 6–9.
[9] M. Persson, D. Costes, E. Wehtje, P. Adlercreutz, Enzyme Microb. Technol. 30
(2002) 916–923.
[10] E. Wehtje, D. Costes, P. Adlercreutz, J. Mol. Catal. B: Enzym. 3 (1997) 221–230.
[11] Y. Dudal, R. Lortie, Biotechnol. Bioeng. 45 (1995) 129–134.
[12] W. Du, D.H. Liu, L.L. Li, L.M. Dai, Biotechnol. Prog. 23 (2007) 1087–1090.
[13] R. Lortie, M. Trani, F. Ergan, Biotechnol. Bioeng. 41 (1993) 1021–1026.
[14] T. Watanabe, M. Shimizu, M. Sugiura, M. Sato, J. Kohori, N. Yamada, K.
Nakanishi, J. Am. Oil. Chem. Soc. 80 (2003) 1201–1207.
[15] J.L. Schmitke, C.R. Wescott, A.M. Klibanov, J. Am. Chem. Soc. 118 (1996) 3360–
3365.
[16] V. Kurkal, R.M. Daniel, J.L. Finney, M. Tehei, R.V. Dunn, J.C. Smith, Biophys. J. 89
(2005) 1282–1287.
[17] J. Broos, A.J.W.G. Visser, J.F.J. Engbersen, A. van Hoek, D.N. Reinhoudt, J. Am.
Chem. Soc. 117 (1995) 12657–12663.
[18] A. Jonsson, E. Wehtje, P. Adlercreutz, B. Mattiasson, Biochim. Biophys. Acta
1430 (1999) 313–322.
[19] J. Broos, Biocatal. Biotransfor. 20 (2002) 291–295.
Interestingly, it was also observed that k3/k11 was much bigger
than k1/k9 for each water activity. A speculative explanation could
be that after one 1-position of the glycerol molecular was acylated,