QSAR of Flavylium Salts as Inhibitors of Xanthine Oxidase
Dragan Amic ´,* Dus ˇanka Davidovic ´-Amic ´, and Drago Bes ˇlo
Faculty of Agriculture, The Josip Juraj Strossmayer University, P.O. Box 117,
HR-31001 Osijek, The Republic of Croatia
Bono Luc ˇic ´ and Nenad Trinajstic ´
The Rugjer Bos ˇkovic ´ Institute, P.O. Box 1016, HR-10001 Zagreb, The Republic of Croatia
Received January 5, 1998
A simple QSAR model of xanthine oxidase (XO) inhibitory flavylium salts, which enables prediction of the
inhibitory potency of anthocyanidins as a function of their molecular properties, has been developed. The
results obtained in the present work help to understand which of the several tautomeric anhydrobase species
present in nearly neutral solution are mainly responsible for the inhibition of XO.
INTRODUCTION
Flavylium salts (anthocyanins, anthocyanidins, and related
compounds) are a part of the very large and widespread group
of plant pigments known collectively as flavonoids.
1
Many
of the red and blue fruits, vegetables, and flowers owe their
attractive coloration to the anthocyanins dissolved in the cell
sap. Apparently harmless to health, anthocyanins have a
considerable potential in the food industry as safe and
effective food colorants.
2
There has also been current
medicinal interest in anthocyanins as biologically active
substances. Several reviews on the pharmacological and
medicinal properties of flavylium salts have been published.
3-6
For example, anthocyanin extracts are effective in decreasing
capillary permeability and fragility; they possess antiinflam-
matory, antioedematic, antioxidative, and antiulcer activities,
show inhibitory activity of larval growth in insects, and exert
pharmacological activities toward several enzymes.
Very recently, inhibitory activity of some flavylium salts
on xanthine oxidase (XO) has been published.
7
XO is an
unusual enzyme (containing iron and molybdenum) which
oxidizes xanthine to uric acid.
8
Since accumulation of excess
uric acid in the body results in the painful disease gout
(caused by crystallization of uric acid in the joints), there
has been considerable interest in designing XO inhibitors.
Species of Flavylium Salts Present at Physiological pH.
Using QSAR for compounds having a wide variety of
structures appears to be an extremely complicated problem.
Tied to this is the question of the form of the compound
which is the active species. At physiological pH, depending
on the hydroxylation pattern, flavylium salts can exist in
many different chemical entities, such as various neutral
anhydrobases and their anionic forms in prototropic tauto-
meric equilibrium.
9
All the tautomers shown in Figure 1
can be present in neutral aqueous solution. In addition,
carbinol pseudobases and chalkones resulting from the
hydration reactions also exist.
9-11
Recently, Rastelli et al.
12,13
have proposed a method for
calculating the percentage composition of the various forms
of anthocyanidins present in solution. These tautomers are
likely to play different roles in pharmacological activity.
Owing to the specificity of the enzyme-inhibitor interac-
tions, one has to take into account that unfavored tautomeric
forms could even become the preferred enzyme-bound forms.
Thus, to establish a quantitative relationship between the
chemical structure and biological activity we had to predict
which of the species present in solution is/are mainly
responsible for the exerted activity.
RESULTS AND DISCUSSION
To compare the inhibitory potency of the flavylium salts
considered and to establish the relationships between struc-
ture and activity, the dissociation constant of the enzyme-
inhibitor complex, K
EI
, was used as experimental biological
activity. The structures of the flavylium salts used in the
analysis are shown in Figure 2.
The variety in molecular descriptors is considered to clarify
the effect of electronic, hydrophobic, and steric properties
on K
EI
. We started with a descriptor pool containing the
same descriptors as described in our recent paper.
14
In
addition, Hansch’s hydrophobocity parameter π, molar
refractivity MR, and Hammett’s electronic constants of
substituents σ
p
were used. At physiological pH, both the
neutral and the anionic anhydrobase forms of flavylium salts
are present and could be involved in the interaction with the
enzyme. Therefore, descriptors were calculated for all
possible tautomeric species. To determine the contribution
of each tautomeric form to explaining the enzyme inhibitory
activity, models were calculated for all combinations of one
to six tautomeric forms. For example, compound 1 possesses
six tautomeric forms (A
5
,A
7
,A
4′
,A
54′
-
,A
74′
-
, and A
57
-
),
compound 2 has three tautomeric forms (A
7
,A
4′
, and A
74′
-
),
while compound 8 possesses only one tautomeric form (A
4′
).
As usual, classical QSARs were calculated using stepwise
multiple linear regression to fit the biological activity to
molecular properties. This served to elucidate the relative
significance of each independent variable in explaining the
XO inhibitory activity as determined by regression analysis.
Different models for predicting the inhibition of XO by a
particular tautomeric form of anthocyanidins can be achieved
by considering various combinations of molecular descrip-
815 J. Chem. Inf. Comput. Sci. 1998, 38, 815-818
S0095-2338(98)00002-X CCC: $15.00 © 1998 American Chemical Society
Published on Web 08/20/1998