Veronika F S Pape1,2, Roberta Palkó3, Szilárd Tóth1, Miklós J Szabó4, Judit Sessler1, György Dormán5, Éva A Enyedy6, Tibor Soós3, István Szatmári7, Gergely Szakács1,8. 1. Institute of Enzymology, Research Centre for Natural Sciences, Eötvös Loránd Research Network, Magyar Tudósok körútja 2, H-1117 Budapest, Hungary. 2. Department of Physiology, Semmelweis University, Faculty of Medicine, Tűzoltó utca 37-47, H-1094 Budapest, Hungary. 3. Institute of Organic Chemistry, Research Centre for Natural Sciences, Eötvös Loránd Research Network, Magyar Tudósok körútja 2, H-1117 Budapest, Hungary. 4. ChemAxon Ltd., Váci út 133, H-1138 Budapest, Hungary. 5. TargetEx Ltd., Madách Imre u 31/2., H-2120 Dunakeszi, Hungary. 6. Department of Inorganic and Analytical Chemistry, MTA-SZTE Lendület Functional Metal Complexes Research Group, University of Szeged, Dóm tér 7, H-6720 Szeged, Hungary. 7. Institute of Pharmaceutical Chemistry and Stereochemistry Research Group of Hungarian Academy of Sciences, University of Szeged, Eötvös u. 6, H-6720 Szeged, Hungary. 8. Institute of Cancer Research, Medical University of Vienna, Borschkegasse 8a, A-1090 Vienna, Austria.
Abstract
A recently proposed strategy to overcome multidrug resistance (MDR) in cancer is to target the collateral sensitivity of otherwise resistant cells. We designed a library of 120 compounds to explore the chemical space around previously identified 8-hydroxyquinoline-derived Mannich bases with robust MDR-selective toxicity. We included compounds to study the effect of halogen and alkoxymethyl substitutions in R5 in combination with different Mannich bases in R7, a shift of the Mannich base from R7 to R5, as well as the introduction of an aromatic moiety. Cytotoxicity tests performed on a panel of parental and MDR cells highlight a strong influence of experimentally determined pKa values of the donor atom moieties, indicating that protonation and metal chelation are important factors modulating the MDR-selective anticancer activity of the studied compounds. Our results identify structural requirements increasing MDR-selective anticancer activity, providing guidelines for the development of more effective anticancer chelators targeting MDR cancer.
A recently proposed strategy to overcome multidrug resistance (MDR) in cancer is to target the collateral sensitivity of otherwise resistant cells. We designed a library of 120 compounds to explore the chemical space around previously identified 8-hydroxyquinoline-derived Mannich bases with robust MDR-selective toxicity. We included compounds to study the effect of halogen and alkoxymethyl substitutions in R5 in combination with different Mannich bases in R7, a shift of the Mannich base from R7 to R5, as well as the introduction of an aromatic moiety. Cytotoxicity tests performed on a panel of parental and MDR cells highlight a strong influence of experimentally determined pKa values of the donor atom moieties, indicating that protonation and metal chelation are important factors modulating the MDR-selective anticancer activity of the studied compounds. Our results identify structural requirements increasing MDR-selective anticancer activity, providing guidelines for the development of more effective anticancer chelators targeting MDR cancer.
The Mannich reaction
is a powerful tool in medicinal chemistry,
contributing to the synthesis of novel chemical entities or the optimization
of the physicochemical properties of drug candidates.[1,2] Variations of the Mannich reaction are used in the synthesis of
anticancer agents, antibacterial and antifungal compounds, antimalarials,
and antiviral candidates.[1,2] A potential substrate
of the Mannich reaction is 8-hydroxyquinoline (8-OHQ), which is a
privileged structure in many biologically active compounds and several
marketed drugs[3−6] used for the treatment of infectious diseases (5-nitro-8-OHQ), neuropathies
(5-chloro-7-iodo-8-OHQ, clioquinol), and cancers. Therapeutic strategies
using 8-OHQs target key enzymes such as the iron-containing ribonucleotide
reductase involved in DNA synthesis[7,8] or matrix metalloproteinases
involved in metastasis.[9] Further metalloenzyme
targets include cytosolic and nuclear oxygenases,[10] histone demethylases,[11] and
the HIF prolylhydroxylase.[12] In addition,
metal complexes formed with 8-OHQ ligands possess intrinsic anticancer
activity by modulating cellular metal- and redox homeostasis.[4,13−15] Extensive data from the literature suggest that the
diverse biological activities of 8-OHQ derivatives can be fine-tuned
by modification of the substitution pattern of the scaffold. Aromatic
amide substitution at position 2 on the quinoline ring (R2) was shown
to increase lipophilicity and antiviral activity by the electron-withdrawing
properties of the anilide substituents.[16] Introduction of glucoconjugates has been suggested as a prodrug-development
strategy[17] and even resulted in the increased
anticancer activity of 8-OHQs against some cancer cell lines.[18] Substitution at position 5 on the quinoline
ring (R5) with electron-withdrawing substituents improved anticancer
activity,[19] while substitution with sulfonic
acid (sulfoxine, 8-OH-5-quinolinesulfonic acid) decreased cytotoxicity,
probably due to hindered cell permeability.[20] Mannich bases with R7 substitution of 5-Cl-8-OHQ showed higher activity
against matrix metalloproteinases 2 and 9, as compared to derivatives
with aminomethyl substitution at R5.[9]Recently, we have discovered a group of 8-hydroxyquinoline-derived
Mannich bases possessing a unique anticancer activity against multidrug-resistant
cells.[15,21,22] A frequent
reason for the failure of cancer chemotherapy is the development of
therapy resistance,[23,24] which often extends to structurally
and mechanistically unrelated drugs.[25] While
multidrug resistance (MDR) is a multifactorial process,[26] a common mechanism is linked to the reduced
cellular accumulation of xenobiotics mediated by energy-dependent
efflux pumps belonging to the family of ATP-binding cassette (ABC)
transporters.[25−32] Of the MDR transporters conferring in vitro resistance
to cytotoxic and targeted chemotherapy, the contribution of P-glycoprotein (P-gp, ABCB1) to treatment
failure has been widely demonstrated in clinical studies.[33] Despite promising in vitro results,
successful clinical translation of MDR transporter inhibition remains
elusive.[34−39] However, P-gp is still considered an important
target for drug development. An alternative drug development strategy
is to exploit the collateral sensitivity of MDR cells by compounds
whose toxicity is paradoxically increased by P-gp.[40−42] Based on a pharmacogenomic approach correlating the anticancer profiles
measured in the NCI-60 cell panel by the Developmental Therapeutics
Program (DTP) of the National Cancer Institute,[43,44] we identified MDR-selective compounds with robust P-gp-dependent toxicity across diverse cell lines.[21,45,46] Whereas MDR-selective compounds identified
by the pharmacogenomic approach are relatively diverse, an enrichment
of metal chelators such as isatin-β-thiosemicarbazones[46] and 8-hydroxyquinoline-derived Mannich bases
was observed, suggesting that complex formation with endogenous metal
ions could be key to the cytotoxicity of at least a subset of the
MDR-selective compounds.[15,21,22,42,46] In particular, the abundance of the 8-hydroxyquinoline scaffold
is striking, as represented by the 7-diethylaminomethyl derivative
NSC693872 (1), the 7-pyrrolidin-1-yl-methyl derivative
NSC693871 (2),[46] and the 7-piperidin-1-yl-methyl
derivative NSC57969 (3)[21] (Table ). Earlier work has
established key features linked to the P-gp-potentiated
activity of isatin-β-thiosemicarbazones.[47−49] Inspired by
some of these structure–activity relationships, our aim was
to identify structural features mediating the MDR-selective activity
of 8-hydroxyquinoline-derived Mannich bases.
Table 1
Initial
SAR of 8-OHQ Derivatives Obtained
from the NCI DTP Drug Repository Listed by Their NSC Codes (Commercially
Available Compound 5 Is Included as a Structural Counterpart
to 1)a
Data represent
mean values with
standard deviation obtained from 2 to 53 independent PrestoBlue assays
for MES-SA and MES-SA/Dx5 cells in the absence and presence (values
in parentheses) of 1 μM of the P-gp inhibitor
tariquidar (TQ). MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells. See Table S1 for toxicity data on further MDR cell lines.
Data represent
mean values with
standard deviation obtained from 2 to 53 independent PrestoBlue assays
for MES-SA and MES-SA/Dx5 cells in the absence and presence (values
in parentheses) of 1 μM of the P-gp inhibitor
tariquidar (TQ). MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells. See Table S1 for toxicity data on further MDR cell lines.
Results and Discussion
Based on
the four MDR-selective analogues identified in our earlier
studies, we performed a substructure search in the DTP database retrieving
84 8-hydroxyquinoline-derived Mannich bases with an aminomethyl substituent
in position R7. Six of the 13 derivatives containing a tertiary amine
were available from DTP (Tables and S1). To characterize
MDR-selective activity, the toxicity of the compounds was tested against
parental and MDR cells including the uterine sarcoma cell line MES-SA
and its doxorubicin-selected MDR counterpart MES-SA/Dx5, as well as
the epidermoid carcinoma cell line A431 and its derivative overexpressing P-gp due to retroviral infection.[46] MDR selectivity was expressed as the ratio of IC50 values
obtained in P-gp negative (parental) vs positive (MDR) cells (selectivity ratio (SR)). To rule out cell-specific
effects and to prove that the observed MDR-selective toxicity is indeed
linked to the function of the MDR efflux pump, toxicity studies were
repeated in the presence of the P-gp inhibitor tariquidar.[15,21,46] The small set of compounds that
were made available for testing by DTP allowed preliminary structure–activity
analyses. In comparison to the lead compound 1, the introduction
of chlorine atoms to the side chain ethyl groups (as represented by
compound NSC92559 (4)) decreased toxicity and abrogated
selective toxicity. In contrast, the introduction of a chlorine atom
in position R5 of the scaffold (5) increased both toxicity
and selectivity. In the presence of a chloro-substituent in R5, the
introduction of the hydroxy groups to the ethyl chains did not change
selectivity but decreased the overall toxicity (NSC130803, 6). Replacement of the chloro-substituent in R5 by the even stronger
electron-withdrawing nitro-group (NSC376461, 7) slightly
increased toxicity in both cell lines, however, eliminating selectivity.
Similar to the results obtained with derivatives of 1, the introduction of heteroatoms to the side chain of the highly
selective 3 is detrimental, as evidenced by the decreased
selectivity ratios of the morpholino-derivative NSC662298 (8) and the methyl-piperazino-derivatives NSC130821 (9) and NSC20514 (10) with chloro- or butoxymethyl-substituents
in R5, respectively. Selective toxicity of 3 is also
eliminated by the introduction of an electron-withdrawing acetamide
group in position R5 (as observed in NSC130807, 11).To systematically analyze the validity of these initial conclusions,
we compiled a focused library containing 110 commercially available
and 10 newly synthesized compounds with variations at the R5 and R7
of the 8-hydroxyquinoline scaffold. The compound library was designed
to study the effect of halogen and alkoxymethyl substitution in R5
in combination with different Mannich bases in R7, a shift of the
Mannich base from R7 to R5, as well as an introduction of an aromatic
moiety. In a disjunctive approach, we aimed to identify minimal requirements
for MDR-selective activity.
Synthesis of 8-Hydroxyquinoline-Derived Mannich
Bases
Since 8-hydroxyquinoline can be interpreted as an N-containing 1-naphthol analogue, its active position (C-7)
can be
aminoalkylated using the corresponding aldehyde and amine (Scheme ).
Scheme 1
General Synthetic
Scheme (ald = Aldehyde, am = Amine)
Effect of R5 and R7 Substitutions on the MDR-Selective Toxicity
of 8-Hydroxyquinoline-Derived Mannich Bases
Introduction
of electron-withdrawing or donating substituents has an impact on
the proton dissociation constants (pKa values) of the hydroxyl group and the quinolinium nitrogen, which
were shown to be related to the iron and copper binding abilities
and the MDR-selective toxicity of 8-hydroxyquinoline-derived Mannich
bases.[15,50] To evaluate the effect of R5 and R7 substitutions,
a series of compounds carrying Mannich bases derived from pyrrolidine,
piperidine, 4-methyl-piperidine, morpholine, and substituted piperazines
in R7, with no substitution vs bromo-, chloro-, or
alkoxy-substitution in R5, were tested in the MES-SA/MES-SA/Dx5 model,[51] as well as in parental A431 cells and A431 cells
retrovirally expressing P-gp.[46] Cytotoxicity data are summarized in the structure–activity
matrix (SARM) shown in Figure .[49,52,53]
Figure 1
SARM of 8-hydroxyquinoline-derived
Mannich bases substituted at
positions R5 and R7. Each field shows the average pIC50 values obtained from 2 to 53 independent PrestoBlue viability assays[54] for MES-SA and MES-SA/Dx5 cells in the absence
(first row) and presence (second row) of 1 μM of the P-gp inhibitor TQ and for A431 and A431-B1 cells (third
row). MDR-selectivity ratio (SR) is defined as the fraction of IC50 values obtained in P-gp negative vs positive cells. Color codes indicate toxicity and selectivity
(see Table S2 for more details). The SARM
figure was created using Instant J Chem for Excel.[55]
SARM of 8-hydroxyquinoline-derived
Mannich bases substituted at
positions R5 and R7. Each field shows the average pIC50 values obtained from 2 to 53 independent PrestoBlue viability assays[54] for MES-SA and MES-SA/Dx5 cells in the absence
(first row) and presence (second row) of 1 μM of the P-gp inhibitor TQ and for A431 and A431-B1 cells (third
row). MDR-selectivity ratio (SR) is defined as the fraction of IC50 values obtained in P-gp negative vs positive cells. Color codes indicate toxicity and selectivity
(see Table S2 for more details). The SARM
figure was created using Instant J Chem for Excel.[55]The toxicity patterns revealed
by the structure–activity
matrix confirm several initial conclusions. The columns of the SARM
shown in Figure indicate
that the MDR-selective toxicity of cyclic alkylamine derivatives bearing
a pyrrolidine, piperidine, or methyl-piperidine moiety is comparable
to that of the diethylamine derivatives listed in Table (1, 5). In contrast, the introduction of further heteroatoms, as in the
case of the morpholine (8, 29, 30, 31, 32, 33) and piperazine
derivatives (34, 9, 35, 36, 37, 10), decreases MDR-selective
toxicity. Interestingly, the introduction of an additional aromatic
moiety at the piperazine-nitrogen, as seen in 38, 39, 40, 41, 42, as
well as in the pyridine derivative 43 and the fluoro-substituted
derivative 44, seems to restore toxicity and partly also
the selectivity of the derivatives. In agreement with the increased
activity of 5 over 1 (observed in the DTP
set shown in Table ), comparison of the different rows in the SARM (Figure ) reveals that halogen substituents
in R5 increase toxicity. Interestingly, this effect is more pronounced
in MDR cells, and therefore R5-halogen-substituted derivatives show
increased selectivity as compared to their unsubstituted counterparts
(Figure A,C). R5 substitution
with alkoxymethyl groups (Figure B) decreases toxicity against MES-SA cells while modestly
increasing toxicity against MES-SA/Dx5 cells (Figure B), therefore also resulting in an increased
selectivity of the substituted derivatives (Figure C). Matched molecular pairs (MMPs), differing
only in the substitution pattern of R5 (Figure ) underline this observation.
Figure 2
Matched molecular pairs
(MMPs) showing the effect of R5 substitution
on toxicity (A, B) and selectivity (C). Bisecting lines reflect values
with equal potency of compounds with and without substituents in R5.
Toxicity is shown as pIC50 values of MMPs with different
substituents in R5 (substituents on y-axis, H on x-axis) against MES-SA (open symbols) and MES-SA/Dx5 cells
(filled symbols). (A) Mannich bases substituted with chlorine (green),
bromine (brown), and 5-chloro-substitution of the 8-OHQ scaffold (black).
(B) Effect of alkoxymethyl groups −CH2OCH3 (blue), −CH2OCH2CH3 (orange),
−CH2O(CH2)2CH3 (red),
and −CH2OCH(CH3)2 (purple).
(C) Selectivity ratios of MMPs according to the introduced color scheme.
Matched molecular pairs
(MMPs) showing the effect of R5 substitution
on toxicity (A, B) and selectivity (C). Bisecting lines reflect values
with equal potency of compounds with and without substituents in R5.
Toxicity is shown as pIC50 values of MMPs with different
substituents in R5 (substituents on y-axis, H on x-axis) against MES-SA (open symbols) and MES-SA/Dx5 cells
(filled symbols). (A) Mannich bases substituted with chlorine (green),
bromine (brown), and 5-chloro-substitution of the 8-OHQ scaffold (black).
(B) Effect of alkoxymethyl groups −CH2OCH3 (blue), −CH2OCH2CH3 (orange),
−CH2O(CH2)2CH3 (red),
and −CH2OCH(CH3)2 (purple).
(C) Selectivity ratios of MMPs according to the introduced color scheme.Next, we characterized derivatives, in which the
substituent in
R7 is shifted to the R5 position. As apparent from the SARM in Figure , this modification
abrogates both toxicity and MDR selectivity for all 10 derivatives
with this modification (45, 46, 47, 48, 50, 52, 54, 55, 57, 58). However, in
accordance with data shown in Figures and 2, the chloro-substitution
increases the toxicity and selectivity of these derivatives as well.
Figure 3
SARM[55] of 8-hydroxyquinoline-derived
Mannich bases with substitutions shifted from R7 to R5. Each field
shows the average pIC50 values obtained from 2 to 53 independent
PrestoBlue assays[54] for MES-SA and MES-SA/Dx5
cells in the absence (first row) and presence (second row) of 1 μM
of the P-gp inhibitor TQ and for A431 and A431-B1
cells (third row). MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells. Color codes, applied as in Figure , indicate toxicity and selectivity
(see Table S3 for more details).
SARM[55] of 8-hydroxyquinoline-derived
Mannich bases with substitutions shifted from R7 to R5. Each field
shows the average pIC50 values obtained from 2 to 53 independent
PrestoBlue assays[54] for MES-SA and MES-SA/Dx5
cells in the absence (first row) and presence (second row) of 1 μM
of the P-gp inhibitor TQ and for A431 and A431-B1
cells (third row). MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells. Color codes, applied as in Figure , indicate toxicity and selectivity
(see Table S3 for more details).
Disjunctive Approach
The results
presented in Figure clearly show the
importance of the methylene-bridged amine residue in R7. To identify
further structural requirements that are necessary for the MDR-selective
toxicity of the studied 8-hydroxyquinoline-derived Mannich bases,
we characterized compounds either lacking the pyridine ring of the
quinoline-substructure, or the quinoline nitrogen, or the substitution
in R7 (see Figure A), and compounds with different connectivities. The compound set
compiled by this disjunctive approach[56] contained commercially available as well as newly synthesized compounds
allowing systematic comparisons. Synthesis was based on either a Mannich
reaction or a reductive amination procedure, as detailed in Figure B.
Figure 4
Disjunctive approach
(A) and synthetic scheme (B) to obtain compounds 34 and 71 by Mannich relation or compounds 72 and 70 via reductive amination.
Disjunctive approach
(A) and synthetic scheme (B) to obtain compounds 34 and 71 by Mannich relation or compounds 72 and 70 via reductive amination.As apparent from Table , the deletion of the pyridine ring from the 8-hydroxyquinoline
scaffold results in the inactivation of 3, 34, and 8. Due to the removal of the quinoline nitrogen
from the bidentate {N,O} donor set, the phenol-derived Mannich bases
(59, 72, and 65, respectively)
are not able to chelate metal ions. Deletion (70) or
shifting (71) of the quinoline nitrogen to the position
para to the hydroxyl group reduces toxicity (as compared to 34). Notably, the consequence is again that these derivatives
are not able to form stable metal complexes. Derivatives substituted
in R5 (60, 61, 62, 63, 73, 74) and other nonchelating derivatives
such as isoquinolin-7-ol (64) or naphthalen-2-ols (69 and 75) also lack toxicity. Interestingly,
the unsubstituted 8-hydroxyquinoline core structure (12) and its R5-substituted derivatives 13 and 14 are not selective. Taken together, these results indicate that the
presence of a chelating group is a necessary but not sufficient prerequisite
for the MDR-selective toxicity of 8-hydroxyquinoline-derived Mannich
bases.
Table 2
Disjunctive Approach Results in Nontoxic
Derivativesa
Data represent
mean values with
standard deviation obtained from 2 to 53 independent PrestoBlue assays for MES-SA and MES-SA/Dx5 cells in
the absence and presence (values in parentheses) of 1 μM of
the P-gp inhibitor TQ. MDR-selectivity ratio (SR)
is defined as the fraction of IC50 values obtained in P-gp negative vs positive cells.
Data represent
mean values with
standard deviation obtained from 2 to 53 independent PrestoBlue assays for MES-SA and MES-SA/Dx5 cells in
the absence and presence (values in parentheses) of 1 μM of
the P-gp inhibitor TQ. MDR-selectivity ratio (SR)
is defined as the fraction of IC50 values obtained in P-gp negative vs positive cells.
Further Modifications of R7
Next,
we investigated the
effect of modifications at R7 by substitutions of the pyrrolidine
or the piperidine rings (Table ).
Table 3
Further Derivatives with R5 Chloro-Substitution
and Decorations of Pyrrolidine and Piperidine Rings in R7a
Data represent mean IC50 values with
standard deviation obtained from 2 to 10 independent
PrestoBlue assays for MES-SA and MES-SA/Dx5 cells in the absence and
presence (values in parentheses) of 1 μM of the P-gp inhibitor TQ. MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells.
Data represent mean IC50 values with
standard deviation obtained from 2 to 10 independent
PrestoBlue assays for MES-SA and MES-SA/Dx5 cells in the absence and
presence (values in parentheses) of 1 μM of the P-gp inhibitor TQ. MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells.Significantly lowering the basicity via amide bond formation in
the pyrrolidine ring of 15 decreased toxicity and abrogated
selectivity (76). In contrast, the introduction of an
electron-donating methyl group (25 and 77) or of an electron-withdrawing ethyl-ester (78 and 49) attached to the piperidino-derivative 19 had
no significant effect.
Introduction of an Aromatic Ring
As shown in Figure , the introduction
of an aromatic ring to the slightly selective piperazine derivative 9 restored (selective) toxicity (38). To further
investigate the effect of aromatic rings on the activity of the Mannich
bases, we studied compounds with aromatic moieties in different distances
to the 8-hydroxyquinoline core structure. 51 and 81 were synthesized starting from 1,2,3,4-tetrahydroisoquinoline
and 8-hydroxyquinoline (51) or 5-bromo-8-hydroxyquinoline
(81) using the standard synthetic route described above. 82 was obtained by a Pictet–Spengler condensation (Scheme ).[57,58]
Scheme 2
Synthesis of 82 via the Pictet–Spengler Reaction
The results summarized in Table indicate that depending on the position
and substitution
pattern, annulation of the piperidine with an aromatic ring has variable
effects on MDR-selective toxicity. 3,4-Benzo-piperidin-1-ylmethyl
derivatives with different R5 substituents (51, 80, 81) are comparable to their respective piperidine
derivatives (3, 19, 20) in
terms of toxicity and selectivity. However, a dihydroxyl-substitution
of the aromatic ring has detrimental effects on both toxicity and
selectivity (82). While the 3,4-annulation of a benzene
ring has only minor effects, the (selective) toxicity of 2,3-benzo-piperidin-1-ylmethyl
derivative 79 (in which the aromatic moiety is in closer
connectivity to the nitrogen of the Mannich base) is significantly
reduced as compared to 3. While the introduction of the
aromatic rings in compounds 51, 79, and 80 is unlikely to cause a steric hindrance of the metal binding
moiety (Figure S2A), these modifications
withdraw electrons from the metal binding donor atoms. As a result,
changes in the pKa values of the donor
atom moieties are to be expected, influencing metal binding properties
and the anticancer activity of the ligands.[50] To explore this relation, we determined the pKa values of compounds 19, 51, and 79 by UV–vis spectrophotometry (the pKa value of compound 3 was published earlier)[15,50] (Figure A). Introduction
of the aromatic ring as a 2,3-benzo-piperidine moiety has a weaker
effect on pKa values (compare 3vs51) than the annulation to form
a 3,4-benzo-piperidinyl derivative (compare 3vs79). Furthermore, the introduction of an
electron-withdrawing chloro-substituent at R5 decreases the pKa values of the hydroxyl group as well as of
the quinolinium nitrogen. This is in line with observations on the
reference compound 8-hydroxyquinoline (12) and its 5-chloro-derivative
(13) (experimentally determined data for 12: pKa(NquinH+)
= 4.99, pKa(OH) = 9.51 and for 13: pKa(NquinH+)
= 3.8, pKa(OH) = 7.6).[59] In solution, compounds 3, 19,
and 51 are mostly found in their neutral but zwitterionic
form at pH 7.4 (Figure B). In this state, it is likely that a hydrogen bond between the
phenolato oxygen and the protonated alkylamine nitrogen is present,
as observed in the X-ray structure of 3.[50] In comparison, 2,3-benzene annulation to the piperidine
ring in compound 79 had a more pronounced effect on the
pKa value of the alkylamine nitrogen,
resulting in its deprotonation in the strongly acidic pH range. Consequentially,
the alkylamine and quinoline nitrogens of compound 79 are deprotonated at physiological pH, while the OH group is still
protonated due to its high pKa (Figure B). The higher pKa values of the OH and the quinolinium nitrogen
in 79 (as compared to compounds 3, 19, and 51) most likely decrease the metal binding
ability via the {N,O} donor set, which might contribute to its surprisingly
low SR. Intriguingly, these modifications have different consequences
in parental and MDR cells, revealing an inverse correlation between
pKa values of donor atoms and MDR-selective
activity (Figure C).[15,50] As observed for the nonchlorinated compounds (3vs51 and 79), the introduction
of an aromatic ring as 2,3-benzo-piperidine moiety in derivatives
with chloro-substituent in R5 (compare 19vs80) has a lower effect on pKa values as compared to the 3,4-benzo-piperidinyl derivative (compare 19vs83) (Figure C). Furthermore, the introduction
of a chloro-substituent in R5 lowers the pKa values of the hydroxyl group as well as that of the quinolinium
nitrogen also for compounds 80 and 83 (based
on the estimated pKa values by the Marvin
calculator[55]).
Table 4
Derivatives
Containing Annulated Aromatic
Ring Moietiesa
Data represent
mean IC50 values with standard deviation obtained from
2 to 10 independent
PrestoBlue assays for MES-SA and MES-SA/Dx5 cells in the absence and
presence (values in parentheses) of 1 μM of the P-gp inhibitor TQ. MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells.
Figure 5
Relation of pKa values of the donor
atom moieties and MDR-selective toxicity. (A) Deprotonation processes
of derivatives with annulated aromatic rings to the piperidine ring
of 3 and its 5-chloro-derivative 19. The
pKa values (with a standard deviation
of ±0.03.) were determined spectrophotometrically, as described
in the Experimental Section.[20,50] (B) Distribution of species present at physiological pH, as calculated
from experimental data (color code is consistent with panel A). (C)
Experimentally determined and computed[55] pKa values are shown together with cytotoxicity
data. Computed data of 80 and 83 are included
to demonstrate the effect of substituents on estimated pKa values.
Relation of pKa values of the donor
atom moieties and MDR-selective toxicity. (A) Deprotonation processes
of derivatives with annulated aromatic rings to the piperidine ring
of 3 and its 5-chloro-derivative 19. The
pKa values (with a standard deviation
of ±0.03.) were determined spectrophotometrically, as described
in the Experimental Section.[20,50] (B) Distribution of species present at physiological pH, as calculated
from experimental data (color code is consistent with panel A). (C)
Experimentally determined and computed[55] pKa values are shown together with cytotoxicity
data. Computed data of 80 and 83 are included
to demonstrate the effect of substituents on estimated pKa values.Data represent
mean IC50 values with standard deviation obtained from
2 to 10 independent
PrestoBlue assays for MES-SA and MES-SA/Dx5 cells in the absence and
presence (values in parentheses) of 1 μM of the P-gp inhibitor TQ. MDR-selectivity ratio (SR) is defined as the fraction
of IC50 values obtained in P-gp negative vs positive cells.To assess the validity of computed values, we determined the pKa values of 17 additional compounds by UV–vis
spectrometry (Table S4).Correlation
of spectrophotometrically determined and modeled data
indicates that computed pKa values are
correctly estimated (r2 = 0.87, a = 1.078). Slight deviations are probably due to the formation
of the aforementioned hydrogen bond between the phenolato oxygen and
the protonated alkylamine nitrogen,[50] which
is not taken into account by the chemoinformatic approach (a more
detailed discussion is provided in the Supplementary Information).
The experimental results confirm the differential effect of pKa values on the toxicity of compounds against
drug-sensitive and MDR cells. Whereas the toxicity of the compounds
against P-gp negative MES-SA cells is largely unaffected
by the different pKa values (Figure B,D), multidrug-resistant
MES-SA/Dx5 cells become increasingly sensitive as the pKa values of the hydroxyl group or the quinoline nitrogen
are decreased (Figure A,C). Deprotonation of potential donor atoms has a significant influence
on the metal binding ability of ligands and the stability of the complexes.[60] Our previous work has characterized the deprotonation
and metal binding properties toward iron(III) and copper(II) of a
subset of 8-OHQ derivatives with increasing MDR-selective activity
(compounds 12, 8, 3, and a
further derivative Q-4).[15,50] Based on the
observed relation of deprotonation characteristics and MDR-selective
toxicity (Figure ),
and a previously reported relation of donor atom pKa values and metal binding ability,[50,60] these results suggest that subtle differences in metal chelation
properties can significantly alter the MDR-selective anticancer activity
of 8-hydroxyquinoline-derived Mannich bases.
Figure 6
Correlation of toxicity
displayed as pIC50 values obtained
in MDR MES-SA/Dx5 (A, C, filled symbols) and parental MES-SA cells
(B, D, open symbols) with pKa values of
the hydroxyl group (A, B) and the quinolinium nitrogen (C, D). Data
are shown for compounds 3 (gray diamond), 8 (gray triangle), 12 (gray circle), and Q-4 (gray squares), as determined previously,[50] as well as from derivatives 13,[59]29,[15]De-Cl-Q-4,[15] and for 9, 13, 14, 18, 19, 20, 24, 38, 47, 51, 55, 57, 79 (black squares,
described here). Representative spectra of the differently protonated
species of compounds 38 and 9 are shown
in Figure S1. (E) Correlation of experimentally
determined and computed pKa values (quinolinium
nitrogen: blue, hydroxyl group: red, alkylamine moieties: green).
Values indicated by open symbols and numbers are taken from reference (50).
Correlation of toxicity
displayed as pIC50 values obtained
in MDR MES-SA/Dx5 (A, C, filled symbols) and parental MES-SA cells
(B, D, open symbols) with pKa values of
the hydroxyl group (A, B) and the quinolinium nitrogen (C, D). Data
are shown for compounds 3 (gray diamond), 8 (gray triangle), 12 (gray circle), and Q-4 (gray squares), as determined previously,[50] as well as from derivatives 13,[59]29,[15]De-Cl-Q-4,[15] and for 9, 13, 14, 18, 19, 20, 24, 38, 47, 51, 55, 57, 79 (black squares,
described here). Representative spectra of the differently protonated
species of compounds 38 and 9 are shown
in Figure S1. (E) Correlation of experimentally
determined and computed pKa values (quinolinium
nitrogen: blue, hydroxyl group: red, alkylamine moieties: green).
Values indicated by open symbols and numbers are taken from reference (50).Another way to introduce an aromatic moiety to the 8-OHQ scaffold
is to target the methylene carbon (e.g., by the use of aromatic aldehydes
in the Mannich reaction). In a series of 8-OHQ-derived HIF prolylhydroxylase
inhibitors, compounds with branched aromatic substituents in R7 showed
enhanced activity.[12] However, as shown
in Figure , this modification
decreases toxicity and abrogates selectivity for derivatives with
and without chloro-substitution in R5. The same effect could be confirmed
by further R5-unsubstituted derivatives containing an aromatic moiety
introduced at the methylene carbon (Table S5). Interestingly, for the MMPs of compounds with and without chloro-substitution
in R5 that bear an aromatic ring at the methylene bridge, no clear
effect of the chlorine could be observed (Figures and S3).
Figure 7
SARM[55] comparing the effect of aromatic
moieties introduced at the methylene carbon in 8-hydroxyquinoline
derivatives with (right) and without (left) a chloro-substituent in
R5. pIC50 values and selectivity ratio values are color-coded
as in Figure . Corresponding
IC50 values are summarized in Table S5.
SARM[55] comparing the effect of aromatic
moieties introduced at the methylene carbon in 8-hydroxyquinoline
derivatives with (right) and without (left) a chloro-substituent in
R5. pIC50 values and selectivity ratio values are color-coded
as in Figure . Corresponding
IC50 values are summarized in Table S5.Due to the closer proximity to
the chelating moiety, an aromatic
ring at the methylene bridge has a larger impact on the steric hindrance
of the 8-hydroxyquinoline core structure, as compared to the ring
annulation (Figure S2B). Interestingly,
based on calculated pKa values, the effect
of the aromatic ring introduced to the methylene carbon is smaller
as compared to that of ring annulation (Figure ; compare 3vs (122) and vs92, as well
as 19vs98 and vs (123)). We experimentally determined the
pKa values of two derivatives with aromatic
substitution at methylene carbon (compounds 97 and 108; see Table S4 and Figure S4).
Figure 8
Introduction of aromatic rings to the methylene bridge of Mannich
bases 3 and 19. Calculated pKa values of the heteroatoms of derivatives with (19, 98, (123)) and without (3, (122), 92) chloro-substituents
in R5 (compounds (122) and (123) were not
tested in cytotoxicity experiments).
Introduction of aromatic rings to the methylene bridge of Mannich
bases 3 and 19. Calculated pKa values of the heteroatoms of derivatives with (19, 98, (123)) and without (3, (122), 92) chloro-substituents
in R5 (compounds (122) and (123) were not
tested in cytotoxicity experiments).
Impact of Chemical Properties
To systematically investigate
the influence of acid–base properties on MDR-selective toxicity,
pKa values were calculated for all compounds
involved in this study. As compared to the parental cells, MES-SA/Dx5
cells are more sensitive to changes in the calculated pKa values of the hydroxyl group (compare slopes in Figure A,B), indicating
that the acid–base and metal-chelating properties are important
factors modulating the MDR-selective anticancer activities of 8-hydroxyquinoline-derived
Mannich bases (Figure A–D). Interestingly, compounds in which the substituent is
shifted from R7 to R5 (displayed in red) show the highest calculated
pKa values and the lowest selective toxicity.
A similar, yet less pronounced trend is observed for the pKa values of the quinolinium nitrogen (Figure C,D). In contrast,
other chemical properties, such as molecular weight (Figure E,F), distribution coefficient
(log D; Figure G,H), and polar surface area (Figure I,J) at physiological pH, did not show such
clear trends, suggesting that these properties are not main drivers
of the MDR-selective toxicity of 8-hydroxyquinoline-derived Mannich
bases. These results also imply that the detrimental effect of an
aromatic moiety in the methylene group (as demonstrated by the examples
in Figure and Table S5) cannot be explained by the alteration
of the calculated chemical properties (Figure S5).
Figure 9
Impact of the computed[55] chemical properties
pKa(OH) (A, B), pKa(Nquin+H) (C, D), molecular weight MW
(E, F), log D at pH 7.4 (G, H), and the polar
surface area at pH 7.4 (I, J) on the toxicity profile of 79 8-hydroxyquinoline
derivatives against MES-SA/Dx5 (A, C, E, G, I) and MES-SA (B, D, F,
H, J) cells. Linear correlation coefficients are shown in panels (A)
and (B). Color coding distinguishes the following compound classes:
R5R7-substituted derivatives from SARM (Figure ): 7-pyrrolidenyl-methyl derivatives (orange),
7-piperidinyl-methyl derivatives (light blue), 7-(4-methyl-piperazin)-1-yl-methyl
derivatives (green), 7-morpholinyl-methyl derivatives (light purple),
7-(4-phenyl-piperazin)-1-yl-methyl derivatives (blue), substituted
7-(4-methyl-piperazin)-1-yl-methyl derivatives (purple), 7-tetrahydroisoquinolinyl-methyl
derivatives (light brown), and 7-pyrrolidenyl- and 7-piperidinyl-methyl
derivatives with further ring decoration (bordeaux). Derivatives with
R5 substitution only (red), with R7 substitutions (black), and with
R7 substitutions and a chloro-substituent in R5 (cyan).
Impact of the computed[55] chemical properties
pKa(OH) (A, B), pKa(Nquin+H) (C, D), molecular weight MW
(E, F), log D at pH 7.4 (G, H), and the polar
surface area at pH 7.4 (I, J) on the toxicity profile of 79 8-hydroxyquinoline
derivatives against MES-SA/Dx5 (A, C, E, G, I) and MES-SA (B, D, F,
H, J) cells. Linear correlation coefficients are shown in panels (A)
and (B). Color coding distinguishes the following compound classes:
R5R7-substituted derivatives from SARM (Figure ): 7-pyrrolidenyl-methyl derivatives (orange),
7-piperidinyl-methyl derivatives (light blue), 7-(4-methyl-piperazin)-1-yl-methyl
derivatives (green), 7-morpholinyl-methyl derivatives (light purple),
7-(4-phenyl-piperazin)-1-yl-methyl derivatives (blue), substituted
7-(4-methyl-piperazin)-1-yl-methyl derivatives (purple), 7-tetrahydroisoquinolinyl-methyl
derivatives (light brown), and 7-pyrrolidenyl- and 7-piperidinyl-methyl
derivatives with further ring decoration (bordeaux). Derivatives with
R5 substitution only (red), with R7 substitutions (black), and with
R7 substitutions and a chloro-substituent in R5 (cyan).
Conclusions
Our recent work has identified several
8-hydroxyquinoline-derived
Mannich bases with increased toxicity against a panel of MDR cells.
Here, our aim was to explore the chemical space around previously
identified MDR-selective derivatives NSC693871, NSC693872, and NSC57969
by characterizing the MDR-selective toxicity of a library consisting
of 120 derivatives. The conclusions are summarized in Figure . We find that metal chelation
is necessary but not sufficient for MDR-selective activity. A reproducible
increase of MDR selectivity could be achieved by the introduction
of diverse substituents in R5, including halogens that increase both
toxicity and selectivity, and alkoxymethyl groups that increase selectivity
but decrease toxicity. Shifting the methylene-bridged amine from R7
to R5 results in less toxic and nonselective derivatives. We find
that heteroatoms introduced to the alkyl-amines in R7 disrupt selectivity,
which can, however, be restored by the introduction of an aromatic
ring to piperazine derivatives. The effect of aromatic ring annulation
on a piperidine ring strongly depends on connectivity. While derivatives
with aromatic rings in the α,β-position to the amine (resulting
in a 2,3-benzo-piperidin-1-ylmethyl residue) are less toxic and lose
selectivity, β,δ-annulation (resulting in 3,4-benzo-piperidin-1-ylmethyl
derivatives) does not reduce MDR-selective activity. In contrast,
the introduction of an aromatic ring at the methylene bridging carbon
diminishes toxicity and selectivity. The observed trends in this structure–activity
relationship can be explained by changes in the pKa values of the donor atom moieties. Correlations shown
in Figures and S4 confirm a recently suggested trend that was
based on measurements performed with four derivatives,[15] indicating that the acid–base properties
and metal-chelating ability are important factors modulating the MDR-selective
anticancer activities of 8-hydroxyquinoline-derived Mannich bases.
Taken together, our results identify structural requirements increasing
the toxicity and MDR-selective activity of 8-hydroxyquinoline-derived
Mannich bases, providing guidelines for the development of more effective
anticancer chelators targeting MDR cancer.
Figure 10
Conclusions of the study.
Conclusions of the study.
Experimental Section
Synthesis
Materials
and Methods
All reagents and solvents purchased
from commercial vendors were used without further purification. Concentration
of reaction mixtures refers to rotary evaporation under reduced pressure
carried out at 40 °C. Thin-layer chromatography (TLC) was performed
on Merck Silica gel 60 F254-precoated TLC plates (0.25
mm thickness) and visualized at 254 nm. Silica gel flash chromatography
was performed using silica gel (0.040–0.063 mm) from Merck.
NMR spectral data were obtained at ambient temperature unless otherwise
specified. 1H (13C) NMR spectra were recorded
at 300 (75) or 500 (125) MHz (Instrument:
Varian UNITY-INOVA 300 MHz, Varian INOVA 500 MHz or Bruker DRX-500
spectrometer) in CDCl3 or DMSO-d6. Chemical shifts are reported and shown in parts per million (ppm)
and referenced against CDCl3 (7.26 ppm for 1H and 77.0 ppm for 13C) or DMSO (2.50 ppm for 1H and 39.5 ppm for 13C). Melting points were measured
by the OptiMelt Automated Melting Point System or by a Hinotek X-4
melting point apparatus and are uncorrected.Purity of all compounds
was ≥95% as determined by HPLC-MS, using an AB Sciex 3200QTrap
tandem mass spectrometer and a PS Series200 HPLC system. Ionization
mode: ESI in positive ion mode. Column: Kinetex C18, 150 mm ×
4.6 mm 5 μm. UV: 254 nm. Mobile phase: A: 0.1% formic acid in
water, B: 0.1% formic acid in acetonitrile. Flow rate: 0.6 mL/min.
Preparative reversed phase HPLC was performed on a Waters Sunfire
column (19 mm × 50 mm, C18, 5 μm) with a 10 min mobile
phase gradient of 10% acetonitrile/water to 90% acetonitrile/water
with 0.1% TFA as buffer using 214 and 254 nm as detection wavelengths.Chemical properties pKa(OH), pKa(Nquin+H), molecular
weight, log D at pH 7.4, and polar surface
area at pH 7.4 were calculated with Marvin calculator from ChemAxon
(https://www.chemaxon.com).[55]
A mixture of 1-methyl-piperazine (344 μL,
0.310
g, 3.1 mmol), 4-hydroxyquinoline (0.3 g, 2.06 mmol), and 37% formaldehyde
(280 μL, 0.230 g, 2.68 mmol) in ethanol (5 mL) was stirred at
room temperature for 20 h. Upon removal of the solvent in vacuo, the
crude product was crystallized with n-hexane (15
mL) and recrystallized with i-Pr2O (10
mL). Compound 71 was isolated as white crystals (0.29
g, 54%). Mp 164–166 °C. 1H NMR (500 MHz, DMSO-d6; Figure S20) δ
= 2.13 (s, 3H, CH3), 2.35 (d, J = 54.9 Hz, 8H), CH2-N-(CH2-CH2)2-NCH3, 3.36 (s, 2H, CH2-N-(CH2-CH2)2-NCH3), 7.29 (t, J = 7.5 Hz, 1Har, H-6), 7.53 (d, J = 8.2 Hz, 1Har, H-5), 7.61
(t, J = 7.6 Hz, 1Har, H-7), 7.84 (s, 1Har, H-2), 8.1 (d, J = 8.0 Hz, 1Har, H-8). 13C NMR (126 MHz, DMSO-d6; Figure S21) δ = 45.75 (CH3), 52.50 (2 aliphatic CH2: CH2-N-(H2-CH2)2-NCH3, 53.55 (H2-N-(CH2-CH2)2-NCH3)), 54.83 (2 aliphatic CH2: CH2-N-(CH2-H2)2-NCH3), 116.31 (Cq,ar, C-3), 118.25 (C-Har, C-5), 122.74 (C-Har, C-6), 124.83 (Cq,ar, C-4a), 125.06 (C-Har, C-8), 131.17 (C-Har, C-7), 138.49
(C-Har, C-2), 139.7 (Cq,ar, C-8a), 176.09 (Cq,ar, C-4).
2-((4-Methylpiperazin-1-yl)methyl)phenol
(72)
To a solution of 1-methyl-piperazine (554
μL, 0.500 g, 5.00
mmol) in methanol (30 mL) was added 0.4 mL of 5 N HC1 in methanol
(1:1) followed by salicylic aldehyde (0.122 g, 1.00 mmol) in 10 mL
of methanol. The solution was stirred under nitrogen for 10 min and
then solid sodium cyanoborohydride (62.8 mg, 1.00 mmol) was added,
and the solution was stirred overnight at room temperature. The mixture
was acidified with concentrated hydrochloric acid (pH of about 2),
and the methanol was removed under reduced pressure. Water (10 mL)
was then added, and the solution was basified with potassium hydroxide
and extracted with ether. The ether phase was washed with saturated
aqueous sodium chloride, dried (Na2SO4), and
the solvent was evaporated. The residue was isolated as a light yellow
oil (0.12 g, 58%). 1H NMR (500 MHz, CDCl3; Figure S22) δ = δ = 2.31 (s, 3H,
CH3), 2.57 (br s, 8H, CH2-N-(CH2-CH2)2-NCH3), 6.78 (t, J = 7.4, 1Har, H-4), 6.82 (d, J = 8.1 Hz, 1Har, H-6), 6.98 (d, J = 7.0
Hz, 1Har, H-3), 7.17 (t, J = 8.1, 1Har, H-5). 13C NMR
(126 MHz, CDCl3; Figure S23)
δ = 46.03 (CH3), 52.65 (2 aliphatic
CH2: CH2-N-(H2-CH2)2-NCH3), 55.09 (2 aliphatic CH2: CH2-N-(CH2-H2)2-NCH3, 61.52 (H2-N-(CH2-CH2)2-NCH3)), 116.21 (C-Har, C-6), 119.28
(C-Har, C-4), 121,31 (Cq,ar, C-2), 128.79 (C-Har, C-5), 128.96 (C-Har, C-3), 157,90 (Cq,ar,C-1).
Spectrophotometrical
determination of pKa values was performed
as previously reported.[20,50] An Agilent Cary 8454
diode array spectrophotometer was used to record the UV–visible
spectra in the interval 200–800 nm. The path length was between
1 and 5 cm. The spectrophotometric titrations were performed in water
with 0.2% (v/v) DMSO on samples containing the compounds at 2–50
μM in the pH range from 2 to 11.5 at 25.0 ± 0.1 °C
at an ionic strength of 0.10 M (KCl). Proton dissociation constants
and the individual spectra of the species in the different protonation
states were calculated with the computer program PSEQUAD.[62]
Pan-Assay Interference Compounds (PAINS)
As chelators
and Mannich bases, compounds described here fall into the category
of pan-assay interfering compounds (PAINs), which have been reported
to be problematic in a wide range of target-based assays, covering
ion channels, enzymes, and protein–protein interactions due
to their reactivity, spectroscopic properties, and the ability to
form metal complexes as well as aggregates.[63,64] Redox-active compounds might interfere with proteins, and by inactivating
the target, they lead to false-positive results.[64] Still in the areas of oncology, microbiology, and parasitology,
reactive, photosensitive, and redox-active compounds may be particularly
suited for therapeutic uses.[63] Often, in
these areas, the exact target of chelators is not known, and therefore
the phenotypic drug discovery strategy is applied, where little assumptions
are made concerning the participation of specific molecular targets
and/or signaling pathways. Instead, compounds are investigated in
complex biological systems and compound-induced physiological responses
or phenotypes are monitored in cells, tissues, or whole organisms.[65,66] The induction of cell death upon treatment with a certain compound
can be seen as a phenotypic effect.[66] To
exclude artifacts related to PAINs, the results were confirmed by
an independent cell line pair and also using an independent assay
using cells expressing the fluorescent mCherry protein.[67] As apparent from Figure S4, the assays give comparable results.
Cell Lines
The
human uterine sarcoma cell lines MES-SA
and the doxorubicin-selected MES-SA/Dx5 were obtained from ATCC (MES-SA:
No. CRL-1976, MES-SA/Dx5: no. CRL-1977) and cultivated in Dulbecco’s
modified Eagle’s medium (DMEM, Sigma-Aldrich, Hungary) supplemented
with 10% fetal bovine serum, 5 mmol/L glutamine, and 50 unit/mL penicillin
and streptomycin (Life Technologies, Hungary).[51,68] A431-ABCB1 cells were engineered by retroviral transduction, as
described in.[46] A431 cells were maintained
in DMEM (Life Technologies) supplemented as above.
PrestoBlue
Viability Assay
Cell viability was determined
by the resazurin-based PrestoBlue assay according to the manufacturer’s
instructions.[54,69] Briefly, cells were seeded into
96-well tissue culture plates in a density of 5000 cells per well
and allowed to attach for 24 h before serial dilutions of the test
compounds were added. After 72 h of incubation with the test compounds,
supernatants were removed, and a 5% solution of the PrestoBlue reagent
(Thermo Fisher Scientific) was added to each well. Emission was detected
by a PerkinElmer EnSpire multimode plate reader at 585 nm (excitation
at 555 nm) after 1 h incubation at 37 °C.
Viability Assay Using mCherry-Transfected
MES-SA and MES-SA/Dx5
Cells[67]
Cells were seeded either
on 96- or 384-well plates (Greiner bio-one, Hungary), using a volume
of 100 or 40 μL and a density of 5000 or 2500 cells per well,
respectively, and allowed to attach for 24 h. Dilutions of the test
compounds were added to achieve the required final concentration in
a final volume of 200 μL per well for 96- and 60 μL for
384-well plates. After a 72 h incubation period, fluorescence was
measured using a PerkinElmer EnSpire Multimode Plate Reader at 585
nm excitation and 610 nm emission wavelengths.
Authors: Dóra Türk; Matthew D Hall; Benjamin F Chu; Joseph A Ludwig; Henry M Fales; Michael M Gottesman; Gergely Szakács Journal: Cancer Res Date: 2009-10-20 Impact factor: 12.701
Authors: Veronika F S Pape; Szilárd Tóth; András Füredi; Kornélia Szebényi; Anna Lovrics; Pál Szabó; Michael Wiese; Gergely Szakács Journal: Eur J Med Chem Date: 2016-03-30 Impact factor: 6.514
Authors: Matthew D Hall; Kyle R Brimacombe; Matthew S Varonka; Kristen M Pluchino; Julie K Monda; Jiayang Li; Martin J Walsh; Matthew B Boxer; Timothy H Warren; Henry M Fales; Michael M Gottesman Journal: J Med Chem Date: 2011-08-01 Impact factor: 7.446
Authors: Natalya A Smirnova; Ilay Rakhman; Natalia Moroz; Manuela Basso; Jimmy Payappilly; Sergey Kazakov; Francisco Hernandez-Guzman; Irina N Gaisina; Alan P Kozikowski; Rajiv R Ratan; Irina G Gazaryan Journal: Chem Biol Date: 2010-04-23