Previous Article | Next Article ![]()
Antimicrobial Agents and Chemotherapy, April 2009, p. 1586-1591, Vol. 53, No. 4
0066-4804/09/$08.00+0 doi:10.1128/AAC.00940-08
Copyright © 2009, American Society for Microbiology. All Rights Reserved.

School of Pharmaceutical Sciences, Shandong University, No. 44 West Wenhua Road, Jinan, China,1 Department of Pharmacy, Shandong Provincial Qianfoshan Hospital, Jinan, China2
Received 16 July 2008/ Returned for modification 4 September 2008/ Accepted 16 January 2009
|
|
|---|
E model (the difference between the predicted and measured fungal growth percentages). In time-killing tests, we used both colony counts and a colorimetric assay to evaluate the combinational antifungal effects of RAB and azoles, which further confirmed their synergistic interactions. These findings suggest that the natural product RAB may play a certain role in increasing the susceptibilities of azole-resistant C. albicans strains. |
|
|---|
Natural products with diverse bioactivities and structures are an important source of novel chemicals with pharmaceutical potentials (1, 26). Lichens, the symbiotic organisms of fungi and algae, are found commonly worldwide and can survive a variety of harsh environmental conditions. Lichens are inherently resistant to microbial infection due to the production of large numbers of unique secondary metabolites (6, 9). Therefore, we have focused our attention on lichens and their metabolites in an effort to find novel, naturally occurring antifungal potentiators. A thin-layer chromatography-bioautography screening guided phytochemical investigation for antifungal constituents from a lichen, Lobaria kurokawae Yoshim., led to the isolation of a pentacyclic triterpenoid, retigeric acid B (RAB) (Fig. 1), as the main active constituent (27). Interestingly, Lobaria kurokawae Yoshim. has been applied as a folk medicine for the treatment of hypopepsia, malnutritional stagnation, and abdominal distention in South China.
![]() View larger version (19K): [in a new window] |
FIG. 1. Structure of RAB.
|
|
|
|---|
Chemicals. FLC was obtained from the Institute of Biopharmaceuticals of Shandong, KCZ was purchased from the National Institute for the Control of Pharmaceutical Biological Products, and ITR was obtained from Xian-Janssen Pharmaceutical Co., Ltd., China. RAB was isolated from the lichen L. kurokawae in our laboratory, and its purity is over 96% as analyzed by high-performance liquid chromatography. Stock solutions were prepared in dimethyl sulfoxide at 5,120 µg/ml for KCZ and ITR and 20,480 µg/ml for RAB. Stock solutions of FLC at 5,120 µg/ml were made in sterile distilled water.
Antifungal activities of RAB and azoles. The antifungal activities of all tested drugs were tested by the broth microdilution method according to CLSI standard M27-A2 (16) with a final inoculum of 0.5 x 103 to 2.5 x 103 cells/ml. The test was carried out in RPMI 1640 medium (adjusted to pH 7.0 with 0.165 M morpholinepropanesulfonic acid [MOPS] buffer) in 96-well flat-bottomed microtitration plates (Costar). After incubation at 35°C for 48 h, MICs were determined by measuring the optical density at 490 nm with a spectrophotometer, and background optical densities were subtracted from that of each well. The MICs were defined as the concentrations of drug that reduced growth by 80% compared to that of organisms grown in the absence of drug. All experiments were performed in triplicate.
Interactions between RAB and azoles. Drug interactions were assessed by broth microdilution checkerboard assays (24). Drugs dilutions were initially prepared at four times the desired final concentration. Aliquots of 50 µl of each concentration of azoles were added to columns 2 to 12, and then 50 µl of RAB was added to rows A to G. Row H and column 1 contained only the azole and RAB, respectively, and the well at the intersection of row H and column 1 (well H1) was the drug-free well that served as the growth control. An exploratory study was carried out to choose the appropriate range of concentrations for different drugs against strains with different susceptibilities. The final drug concentrations after the addition of 100 µl of inoculum ranged from 0.008 to 8 µg/ml for FLC, 0.001 to 1 µg/ml for KCZ and ITR, and 0.25 to 16 µg/ml for RAB, and the final inoculum size was 0.5 x 103 to 2.5 x 103 CFU/ml. The microtiter plates were incubated at 35°C for 48 h. The growth in each well was quantified by a spectrophotometer in a manner similar to that for the sensitivity assay. The growth inhibitory effects of the drugs alone and in combination were then calculated based on the results. All the experiments were performed in triplicate.
Drug interaction models. To assess the in vitro interactions between the three azoles and RAB, the data obtained from the checkerboard tests were analyzed by nonparametric models based on the following two no-interaction theories: the Loewe additivity model (LA) and the Bliss independence (BI) theory. The LA theory is based on the idea that a drug cannot interact with itself, while the BI theory is based on the idea that two drugs act independently with the probabilistic sense of independence (13, 25).
LA-based model.
The nonparametric approach of fractional inhibitory concentration index (FICI) was used and expressed as follows:
FIC = FICA+ FICB = MICAB/MICA + MICBA/MICB, where MICA and MICB are the MICs of drugs A and B when acting alone and MICAB and MICBA are the MICs of drugs A and B when acting in combination, respectively. Among all of the
FIC values calculated for each data set, the FICI was determined as
FICmin (the lowest
FIC) when
FICmax (the highest
FIC) was less than 4; otherwise, the FICI was determined as
FICmax. Synergy was defined as an FICI of
0.5, while antagonism was defined as an FICI value of >4. An FICI result between 0.5 and 4 (0.5 < FICI
4) was considered indifferent (17). In addition, isobolograms were plotted. The characteristic shape of the isobologram was used to visualize synergistic and antagonistic drug interactions (8).
BI-based model.
The nonparametric approach of BI is based on the Prichard model, defined as Ei = EA x EB, where Ei is the predicted percentage of growth of the theoretical noninteractive combination of the drugs A and B and EA and EB are the experimental percentages of growth of each drug acting alone. Interaction is defined by the difference (
E) between the predicted and measured percentages of growth with drugs at various concentrations (
E = Epredicted – Emeasured). In each of the three independent experiments, the observed percentage of growth obtained from the experimental data was subtracted from the predicted percentage, and then the average difference of three experiments was calculated. When the average difference as well as its 95% confidence interval among the three replicates was positive, statistically significant synergy was defined; when the difference as well as its 95% confidence interval was negative, significant antagonism was defined. In any other case, BI was concluded. The
E value obtained for each combination can be depicted on the z axis to construct a 3-D surface plot. Peaks above and below the zero plane indicate synergistic and antagonistic combinations, respectively, while the zero plane indicates the absence of statistically significant interaction.
To summarize the interaction surface, the sums of the percentages of all statistically significant synergistic (
SYN) and antagonistic (
ANT) interactions were calculated. Interactions with <100% statistically significant interactions were considered weak, interactions with 100% to 200% statistically significant interactions were considered moderate, while interactions with >200% were considered strong, as described previously (24). In addition, the numbers of statistically significant synergistic and antagonistic combinations among the 77 combinations tested were calculated for each strain.
Time-killing test. In order to further evaluate the effect of RAB alone and in combination with azoles on the resistant strain, CA10 was used for the time-kill experiments. CA10 was grown in RPMI 1640 medium at the starting inoculum of 105 CFU/ml. The concentrations for RAB, FLC, and ITR were all 8 µg/ml and that for KCZ was 2 µg/ml, respectively. A drug-free sample served as a growth control. Dimethyl sulfoxide comprised <1% of the total testing volume. Samples (100 µl) were removed from the cultures just before treatment and at 6 h, 12 h, 24 h, and 48 h. The samples were then diluted, plated, and incubated at 35°C for 48 h for colony counts.
Meanwhile, 2,3-bis(2-methoxy-4-nitro-5-sulfophenyl)-2H-tetrazolium-5-carboxanilide (XTT) quantification of metabolic activity was performed with a different 100-µl sample of culture in order to estimate the cell viability after drug treatment according to methods described previously (10). Briefly, at each time point, a 100-µl aliquot was removed from every treatment mixture and transferred to a well of a 96-well microplate, and then a 100-µl aliquot of XTT-menadione solution was added. (XTT and menadione were purchased from Sigma Chemical Co. Prior to each assay, XTT was dissolved in a saturated solution at 0.5 mg/ml in Ringer's lactate. The solution was filtered through a 0.22-µm-pore-size filter. Menadione was prepared as a 10-mM stock solution in acetone and stored at –20°C.) The final concentrations of XTT and menadione were 0.25 mg/ml and 5 µM, respectively. The plate was then incubated in the dark for up to 2 h at 35°C. After incubation, the absorbance of the XTT reduction product, formazan, was read at 490 nm with a microtiter plate reader. All experiments were done in triplicate, and the results were presented as mean values. Thus, growth and metabolic inhibitory effects of each drug alone and in combination were measured based on colony counts and absorbance.
Synergism and antagonism were defined as a
2 log10 CFU/ml increase or a
2 log10 CFU/ml decrease of antifungal activity produced by the combination compared with that by the most active agent alone, respectively. If a <2 log10 CFU/ml change was observed, the interaction was considered indifferent (22). Each experiment was performed in triplicate, and the results were presented as mean values.
The correlation between the viable cell counts determined by colony counting and the optical density values by XTT-menadione colorimetric readings was evaluated before interpretation of results.
|
|
|---|
8 and
64 µg/ml, respectively), ITR (
0.1 and
1 µg/ml, respectively) (24), and KCZ (
0.125 and
1 µg/ml, respectively) (14), C. albicans isolates CA10, CA135, CA137, and CA138 are resistant to FLC, KCZ, and ITR; the others are sensitive. RAB has antifungal activity against sensitive and resistant strains alike, especially considering it is a natural product. The MIC range of RAB for all tested strains, based on an 80% reduction in growth, was 8 to 16 µg/ml as reported in Table 1. When a MIC-like assay was performed for the azoles in the presence of a fixed subinhibitory concentration of RAB, the median MICs of FLC, KCZ, and ITR decreased from two- to 16-fold for azole-sensitive strains while even greater reductions were observed against the azole-resistant strains. In fact, the MICs of azoles against the resistant strains in the presence of RAB were comparable to those of the sensitive strains. For example, in combination with RAB, the MICs of FLC, KCZ, and ITR against the azole-resistant C. albicans strain CA10 decreased more than 1,000-fold, 500-fold, and 1,000-fold, respectively, with RAB. The interaction between FLC and RAB against the azole-resistant strain CA10 is shown in Fig. 2A, and the corresponding isobologram is presented in Fig. 2B. |
View this table: [in a new window] |
TABLE 1. Susceptibilities of drugs alone and in combination against 10 clinical isolates of C. albicans by checkerboard microdilution assay
|
![]() View larger version (50K): [in a new window] |
FIG. 2. In vitro assessment of the interaction between FLC and RAB against the clinical azole-resistant strain CA10 based on the FICI. (A) Checkerboard showing the percentage of growth for each combination and the combination with more than 20% growth (light gray area). The isoeffective combinations, on the basis of which the FICIs were calculated, are shown in bold. Among all the FICIs calculated based on the isoeffective combinations, FICImax was <4, and so FICImin (0.126) was reported as the FICI. The underlined combination is that with the lowest FICI. (B) Corresponding isobologram of the MICs obtained with combinations of FLC and RAB. The isobole is concave, which indicates synergism.
|
E method are summarized in Table 2. In the checkerboard microtiter plate format, synergism was consistently concluded in all four resistant isolates analyzed by the FICI and
E models for FLC, KCZ, and ITR. However, different interpretations were obtained for the azole-sensitive isolates when the conclusions from the FICI and
E models were compared for the different azole drug treatments. For the RAB-FLC combination, indifference was observed against two strains and synergism was observed against four strains analyzed by both models. For the RAB-KCZ combination, synergism was observed in three strains by FICI and in two strains by
E; others showed indifference. For the RAB-ITR combination, synergism was observed in three strains by FICI and in four strains by
E; others revealed indifference. |
View this table: [in a new window] |
TABLE 2. In vitro interactions between RAB and azoles as determined by nonparametric methods FICI and the E modela
|
E values obtained for each combination were illustrated in a 3-D plot made by MATLAB7 (Fig. 3). Peaks above and below the zero plane indicate synergistic and antagonistic combination, respectively, while the zero plane indicates the absence of statistically significant interaction.
![]() View larger version (64K): [in a new window] |
FIG. 3. The 3-D plot of the percent synergy calculated with the E model. The mean E values obtained for three separate experiments are shown on the z axis of the graph. Higher E values suggested stronger synergistic interaction between FLC and RAB.
|
|
View this table: [in a new window] |
TABLE 3. Decrease in log10 CFU/ml of strain CA10 using RAB combined with azoles at 48 ha
|
|
|
|---|
E models, were used to assess the nature and intensity of the in vitro interactions between the three azoles and RAB. Between them, the FICI approach is popular among bacteriologists and mycologists to quantify drug interactions, although the interpretation of the FICI model in concluding synergy or antagonism can be problematic (8). For example, the results obtained with the FICI model are dependent on the MIC endpoints and the cutoff values by which synergism and antagonism are defined. To overcome these problems, a response surface approach based on the BI theory (
E model) was then used to conclude the interactions between RAB and the three azoles. The
E model has been used extensively to describe drug-drug interactions, especially in the area of antiviral drugs (5, 18) and has considerable advantages over conventional methods. The fitting of a model to the whole data surface not only allows the optimal use of information in the data but also allows the determination of error estimates of the interaction coefficient, thereby indicating whether the interaction is significant or not (25). In our study, the
E model and the FICI model showed good agreement in the interpretation of the results. Besides the checkerboard method, we used the time-killing test to assess antimicrobial combination in vitro. We performed the time-killing test by both the XTT assay and colony counts. Repetitive counting of CFU is labor intensive and tedious, which seriously limits the number of antifungal concentrations and combinations that can be tested in any one experiment. The XTT assay largely avoided these disadvantages, showing an excellent correlation between colorimetric readings and cell numbers, and the data from the XTT assay correlate well with the colony-counting results.
In conclusion, the findings of the present study are very encouraging. RAB exhibited antifungal activity alone against both azole-sensitive and -resistant C. albicans isolates. Furthermore, when RAB was combined with azoles, strong synergy was observed against azole-resistant strains, with synergistic or indifferent effects observed against azole-sensitive strains, analyzed by both the FICI and
E models. RAB is an acid with antifungal activity that possibly has activity either in facilitating the uptake of azoles or in enhancing the membrane damage associated with the action of the azoles. Further studies will be performed to discern the mechanism of growth inhibition by RAB alone and the mechanism of synergy between RAB and azoles.
Published ahead of print on 26 January 2009. ![]()
|
|
|---|
| |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Copyright © 2009 by the American Society for Microbiology. For an alternate route to Journals.ASM.org, visit: http://intl-journals.asm.org | More Info»