Results
A set of flavonoid
derivatives ( 1 – 37 , Figure
) had their
cytotoxicity evaluated for the Ishikawa cell line, commonly used to
simulate the normal endometrium, by the MTT assay.
Structures of flavonoid
derivatives 1 – 37 evaluated for cytotoxicity
in Ishikawa and 12Z cell lines.
The viability assay conducted in Ishikawa cells
( Figure
) revealed
a broad spectrum
of biological responses across the compound library. A subset of molecules
exhibited cytoprotective activity, with viabilities exceeding 100%,
including 1 (155%), 2 (150%), 6 (102%), 7 (149%), 8 (126%), 17 (127%), 28 (114%), and 30 (114%). These
elevated viability values may reflect enhanced epithelial cell stratification
or increased mitochondrial activity, as detected by the MTT assay
employed. Considering chemical aspects, several compounds correspond
to polyhydroxylated or methoxylated flavonoids (e.g., 1 , 2 , and 7 ), whereas others possess fewer
polar substituents ( 8 ) or halogen groups ( 28 ). This result suggests that cytoprotective effects are not solely
determined by the number of hydroxyl or methoxyl groups but rather
by the nature, position, and overall electronic interplay of substituents
within the scaffold. A second group of molecules displayed nontoxic
behavior, maintaining viabilities between 75% and 100%, including 5 (83%), 13 (87%), 14 (82%), 15 (78%), 23 (84%), and 26 (81%).
These derivatives preserved near-baseline cell viability without a
consistent substitution pattern, indicating that no single substituent
class could be identified as a dominant determinant of cytoprotective
behavior within the present data set.
Cell viability of Ishikawa cells after
exposure to compounds 1 – 37 at 200
μM for 24 h. Data are
expressed as means ± SD relative to the negative control (untreated
cells, 100%). Viability was determined by the MTT assay. N = 3 independent experiments performed in triplicate. Statistical
significance versus the negative control was assessed by one-way ANOVA
with Bonferroni’s post-test, with significance represented
as p < 0.05 (*) and p < 0.001
(***).
Conversely, several compounds exhibited cytotoxicity
toward Ishikawa
cells such as 3 (65%), 4 (63%), 9 (58%), 10 (53%), 11 (32%), and 29 (12%). This group included compound 18 , the only unsubstituted
chalcone in the series, as well as derivatives containing electron-withdrawing
substituents such as −NO 2 ( 16 , 22 , 34 , and 36 ) or −Cl groups
( 25 and 33 ). Other compounds, including 29 , 31 , 32 , and 37 ,
also showed high cytotoxicity, possibly due to the absence of polar
donor substituents. Having established an initial safety profile in
Ishikawa cells, subsequent assays were performed to evaluate the activity
in 12Z cells.
In 12Z cells, several compounds exhibited pronounced
inhibitory
effects ( Figure
),
with the greatest reductions in viability observed for 24 (49%), 15 (51%), 28 (53%), 23 (59%), and 14 (60%). These derivatives, which reduced
the viability to approximately 60% or below, stand out as promising
lead candidates for targeting endometriotic cells. A second group
demonstrated moderate inhibition, maintaining viability between 70
and 90%, such as 30 (70%), 17 (74%), 5 (82%), 6 (86%), and 8 (88%). Although
less potent, these compounds remain noteworthy when considering their
fixed-dose selectivity, defined here by comparing 12Z and Ishikawa
cell viability under identical exposure conditions.
Cell viability of 12Z
cells after exposure to compounds 1 , 2 , 5 – 8 , 12 – 15 , 17 , 23 , 24 , 26 , 28 , and 30 at
200 μM for 24 h. Data are expressed as means ± SD relative
to untreated cells (100%). Viability was determined by the MTT assay. N = 3 independent experiments performed in triplicate. Statistical
significance versus the control was assessed by one-way ANOVA with
Bonferroni’s post-test with significance represented as p < 0.05 (*), p < 0.01 (**), p < 0.001 (***), and p < 0.0001 (****).
In contrast, certain compounds produced cytoprotective
or neutral
effects in 12Z cells, with viability values exceeding 100%, indicating
undesirable selectivity in this model, as they may promote the survival
of diseased cells. Overall, the 12Z data identify compounds 14 , 15 , 23 , 24 , and 28 as the most effective inhibitors of endometriotic cell
viability, while also highlighting a subset of derivatives that are
inactive or potentially counterproductive due to their prosurvival
effects.
Selectivity between the two cell lines was evaluated
by directly
comparing the viability at a fixed concentration (200 μM, 24
h). The underlying rationale was that ideal candidates should effectively
reduce 12Z viability while sparing Ishikawa cells, thereby combining
potency with safety. Statistical analysis revealed that compounds 1 , 2 , 14 , 17 , 23 , 24 , 28 , and 30 exhibited
significant differences between the two cell lines. Among these, 24 (49% in 12Z vs 109% in Ishikawa, p <
0.001) and 28 (53% vs 115%, p < 0.0001)
demonstrated the highest selectivity, markedly reducing 12Z viability
while preserving or even enhancing Ishikawa viability, representing
cytotoxic selectivity (preferential 12Z cell death).
Compounds 14 , 17 , 23 , and 30 also
showed statistically supported selectivity, albeit
with smaller margins, maintaining Ishikawa viability above 80% while
reducing 12Z viability into the 50–70% range. Conversely, compounds 1 and 2 , although displaying statistically significant
differences ( p 90%),
indicating
cytoprotective selectivity (preferential protection of Ishikawa rather
than elimination of 12Z). A secondary group, including compounds 6 – 8 and 15 , exhibited a trend
toward selectivity, showing consistent but statistically nonsignificant
differences between the two cell lines.
Importantly, these results
highlight two biologically distinct
patterns of selectivity at this fixed concentration: (i) preferential
impairment of 12Z viability, the desired therapeutic profile, as observed
for compounds 24 and 28 ; and (ii) preferential
protection of Ishikawa cells, a context-dependent and less therapeutically
favorable pattern, as seen for compounds 1 and 7 . Collectively, these findings identify compounds 24 and 28 as the most promising selective agents, with 14 , 17 , 23 , and 30 also
emerging as statistically validated hits.
Although evaluated
at a single concentration, this analysis provides
a robust framework for assessing therapeutic selectivity: compounds
that reduce 12Z viability while maintaining Ishikawa viability are
considered to be the most promising candidates. Table
summarizes the viability data for both cell
lines alongside calculated physicochemical descriptors (log P , TPSA, HBD, and HBA), providing the data set underlying
the selectivity assessment ( Figure
) and subsequent structure–activity relationship
analysis.
Comparison of cell viability between Ishikawa, indicated as 1 , and 12Z, indicated as 2 , cells after exposure
to selected compounds ( 1 , 2 , 5 – 8 , 12 – 15 , 17 , 23 , 24 , 26 , 28 , and 30 ) at 200 μM for 24 h. Data are
expressed as means ± SD relative to untreated cells (100%). Statistical
analysis was performed using two-way ANOVA with Bonferroni’s
post-test with p < 0.05 (*), p < 0.01 (**), p < 0.001 (***), and p < 0.0001 (****).
Δviability represents the
difference between Ishikawa and 12Z viability. Physicochemical descriptors
(log P , TPSA, HBD, and HBA) were calculated using
RDKit. N = 3 independent experiments performed in
triplicate.
Cluster-based analysis was used as a descriptive tool
to group
compounds according to similarity in their physicochemical descriptors
and observed biological responses ( Figure
). Cluster 1 comprised molecules bearing
oxygenated substituents (−OH and −OMe) and nitro groups
(−NO 2 ), which displayed intermediate toxicity in
both cell lines (compounds 14 , 15 , 16 , 17 , 28 , 29 , and 35 ). This cluster reflects a recurring phenotypic response
pattern within the investigated chemical space, rather than a definitive
structure–activity relationship, and is associated with limited
fixed-dose selectivity.
Structural clustering
of the compound library. Hierarchical clustering
(Ward method) separated the compounds into six clusters (C1–C6).
Each cluster reflects recurring phenotypic response patterns observed
at a fixed dose: C1–C2 grouped moderately active derivatives,
C3 concentrated the most cytotoxic compounds (cell line-dependent),
C4 and C6 contained polyhydroxylated/methoxylated structures associated
with cytoprotective responses, and C5 comprised simpler molecules
with intermediate viability.
Cluster 2, enriched with −NH 2 and −NMe 2 derivatives (compounds 21 – 27 ), exhibited modest cytotoxicity and tended
toward cytoprotective
selectivity, maintaining high tolerability in both cell lines, typically
with an Ishikawa cell viability of ≥80%. In contrast, cluster
3, composed of nitro- and halogen-substituted chalcones (compounds 18 – 20 , 30 – 34 , 36 , and 37 ), included the most cytotoxic
compounds toward Ishikawa cells. This cluster displayed cytotoxic-type
selectivity when the 12Z viability was more strongly reduced than
Ishikawa at the fixed dose.
Clusters 4 (compounds 1 , 2 , 3 , 6 , 8 , 9 , and 13 ) and 6 (compounds 7 , 10 , 11 , and 12 ), dominated by polyhydroxylated
and methoxylated
flavonoids, consistently maintained high viability (often >100%),
corresponding to cytoprotective selectivity that is favorable for
Ishikawa cells but undesirable for 12Z. Cluster 5 comprised flavanones
(compounds 4 and 5 ) featuring a partially
saturated benzopyranone core, which displayed intermediate but largely
nonselective biological profiles.
Overall, these findings indicate
that selectivity within this compound
set is best described by phenotypic response patterns associated with
physicochemical properties, rather than by the scaffold type or mechanistic
electronic interpretations.
Analysis of lipophilicity (log P ), calculated
from RDKit descriptors, revealed an empirical association between
higher log P values and reduced cell viability, particularly
in 12Z cells. Compounds in the upper quartile (log P > 3.5) were enriched among the more cytotoxic series, including
members of clusters 1 and 3 (nitro- and halogen-substituted chalcones),
which were among the compounds exhibiting stronger cytotoxic effects.
,
In contrast, polyhydroxylated and methoxylated clusters (4 and 6)
displayed significantly lower log P values (<3),
corresponding to reduced cytotoxicity and, in some cases, proliferative
effects consistent with polyphenol-associated cytoprotection.
,
Within the fixed-dose selectivity framework, higher log P values were associated with a cytotoxic selectivity profile,
characterized by preferential reduction of 12Z viability with preservation
of Ishikawa cells, as exemplified by compounds 28 (log P = 3.96; 12Z ≈ 53%; Ishikawa ≈ 115%) and 24 (log P = 3.35; 12Z ≈ 49%; Ishikawa
≈ 109%). Conversely, lower log P values combined
with multiple hydroxyl or methoxyl substituents (e.g., compound 1 , log P = 2.84) were associated with cytoprotective
behavior, preserving Ishikawa viability while only modestly affecting
12Z cells.
The topological polar surface area (TPSA) was analyzed
as an independent
descriptor, with higher TPSA values associated with reduced cytotoxicity
at the fixed dose.
,
Compounds with TPSA > 80 Å 2 (compounds 1 , 2 , 6 , 7 , 12 , and 13 ), indicative
of cytoprotective selectivity, are favorable for Ishikawa but undesirable
for 12Z. In contrast, TPSA < 40 Å 2 (compounds 28 , 29 , 32 , 33 , 34 , and 36 ) was associated with greater cytotoxicity
and, when the Ishikawa viability remained ≥80%, reflected cytotoxic-type
selectivity. For example, compound 12 (TPSA ≈
137 Å 2 ) exhibited high polarity and cytoprotective
bias (Ishikawa ≈ 70%; 12Z ≈ 120%), while compound 28 , with low TPSA and high log P , displayed
preferential 12Z inhibition. Thus, under fixed-dose conditions, high
TPSA favored cytoprotective selectivity, whereas low TPSA, particularly
when accompanied by higher lipophilicity, was more frequently observed
among compounds showing cytotoxic selectivity.
Hydrogen-bonding
parameters, expressed as the number of hydrogen-bond
donors (HBD) and acceptors (HBA), paralleled TPSA trends and further
refined this interpretation. Polyhydroxylated derivatives (compounds 1 , 2 , 6 , 7 , 12 , and 13 ), characterized by multiple hydrogen-bond donor
and acceptor functionalities, consistently exhibited reduced cytotoxicity
in both cell lines, frequently resulting in cytoprotective selectivity.
, ,
In contrast, chalcones with fewer
hydrogen-bonding features (compounds 28 , 29 , 32 – 34 , and 36 ) displayed
increased cytotoxicity and, when Ishikawa viability remained above
80%, demonstrated cytotoxic-type selectivity toward 12Z. Compound 12 , which presents multiple hydrogen-bonding functionalities,
exemplified relative 12Z sparing compared with Ishikawa cells, whereas
compound 28 (HBD = 0; HBA = 3) illustrated the opposite
behavior, representing two extremes within the observed selectivity
spectrum.
To integrate these relationships, a correlation heatmap
was generated
( Figure
). log P correlated negatively with 12Z viability ( r = −0.73), whereas TPSA, HBD, and HBA showed strong positive
correlations ( r = 0.77–0.83). Ishikawa viability
exhibited only weak correlations ( r ≤ 0.26).
Importantly, Δviability (Ishikawa – 12Z) demonstrated
weak, but consistent trends, negative with log P ( r = −0.24) and positive with TPSA/HBD/HBA ( r = 0.19–0.25), supporting the dual-mode selectivity
model: higher lipophilicity drives cytotoxic selectivity toward 12Z,
while higher polarity and hydrogen-bonding capacity favor cytoprotective
selectivity toward Ishikawa.
Correlation heatmap of physicochemical descriptors
and biological
outcomes for compounds 1 , 2 , 5 – 8 , 12 – 15 , 17 , 23 , 24 , 26 , 28 , and 30 . Pearson correlation coefficients
( r ) are represented by a red–blue scale, with
red indicating negative and blue indicating positive correlations
(−1 to +1). Lipophilicity (log P ) showed a
strong negative correlation with 12Z viability ( r = −0.73), whereas polarity-related descriptors (TPSA, HBD,
and HBA) correlated positively ( r = 0.77–0.83).
In contrast, Ishikawa cell viability exhibited no significant association
with the descriptors ( r ≤ 0.26). Δviability
(Ishikawa – 12Z) demonstrated weak but consistent correlations,
being negatively associated with log P ( r = −0.24) and positively associated with TPSA, HBD, and HBA
( r = 0.19–0.25).
Finally, the molecular weight and ring count showed
minimal variation
(approximately 250–300 Da and two to three aromatic rings,
respectively) and showed no meaningful correlation with either activity
or selectivity. This indicates that within the studied chemical space,
substituent-dependent parameters, including lipophilicity, polarity,
hydrogen bonding, and electronic effects, are the primary determinants
of fixed-dose selectivity outcomes. Overall, chalcone represents a
tunable molecular scaffold in which subtle substituent modifications
dictate whether selectivity follows a cytotoxic pathway (desired:
reduced 12Z viability with preserved Ishikawa viability) or a cytoprotective
pathway (undesired for therapy: high viability for both cell lines).
Across the series, compounds bearing nitro or chloro substituents
(−NO 2 and −Cl) and exhibiting higher lipophilicity
were more frequently associated with reduced 12Z viability while maintaining
a higher Ishikawa cell viability at the fixed dose. In contrast, compounds
containing hydroxyl, methoxy, or amino substituents (−OH, −OMe,
and −NR 2 ), together with increased polarity-related
descriptors such as TPSA and hydrogen-bonding capacity, tended to
display lower cytotoxicity and, in some cases, cytoprotective or proliferative
effects. This fixed-dose evaluation, based on the comparative response
of endometriotic (12Z) and eutopic endometrial (Ishikawa) cells, provides
a consistent operational definition of selectivity throughout the
study and explains why compounds 24 and 28 emerge as the most selective candidates, with 14 , 17 , 23 , and 30 identified as additional
statistically supported hits.
Experimental
Nuclear magnetic resonance
(NMR) spectra were obtained using a Varian INOVA spectrometer, operating
at 500 and 125 MHz for 1 H and 13 C nuclei, respectively,
with CDCl 3 or DMSO- d
6 or CD 3 OD (Sigma-Aldrich) as the solvent and internal standards.
Flavonoids 1 – 4 , 7 – 8 , and 10 – 11 were obtained commercially (Sigma-Aldrich, purity ≥95%)
and used without further purification. Flavonoids 5 , 9 , and 12 were isolated from the DCM phase of
MeOH extract from the leaves of Baccharis lateralis , while 6 and 13 were isolated from MeOH
extract from the leaves of Baccharis sphenophylla , as previously reported.
,
Compound identities
were confirmed by comparison of their NMR data with reported literature
values.
Chalcones 14 – 37 were prepared by Claisen–Schmidt condensation as previously
described.
,
Compound identities were confirmed
by comparison of their NMR data with reported literature values.
Ishikawa and 12Z cells
(Sigma-Aldrich) were cultured in 75 cm 2 flasks at 37 °C
and 5% CO 2 . Ishikawa cells used MEM with 5% FBS, and 12Z
cells used high-glucose DMEM with 10% FBS. Both media were supplemented
with penicillin (100 U/mL), streptomycin (10 U/mL), nonessential amino
acids, and sodium pyruvate.
The MTT assay
was employed to determine the cell viability. Ishikawa and 12Z cells
were plated in 96-well plates at 4 × 10 4 cells/cm 2 and incubated for 24 h. Subsequently, cells were treated
with compounds 1 – 37 at a concentration
of 200 μM for 24 h. Stock solutions of all compounds were prepared
in DMSO and diluted in culture medium to the desired concentration,
resulting in a final DMSO concentration of 1% (v/v) in all treatments;
control wells contained the same DMSO concentration. After that, 30
μL of MTT solution (5 mg/mL) was added to each well, and the
plates were kept in the dark at 37 °C for 2 h. Results were expressed
as cell viability % in comparison to untreated cells. All experiments
were conducted in triplicate as independent assays. Analysis of variance
(ANOVA) with Bonferroni’s test was used to evaluate the differences
between cell groups (negative control versus treatment) for MTT experiments
with a level of significance set at p < 0.05.
The chemical structures of compounds 1 – 37 were represented using SMILES notation and processed with
the RDKit cheminformatics package (version 2024.09.6). From these structures, key physicochemical descriptors
were calculated, including lipophilicity (log P ,
estimated by Crippen’s atom-additive MolLog P model and reported
as dimensionless), topological polar surface area (TPSA, in Å 2 ), number of hydrogen-bond donors (HBD) and acceptors (HBA),
molecular weight (MW, Da), and total ring count (aromatic and aliphatic).
,
All descriptor values were exported and are compiled in the Supporting Information, Table S1 to support structure–activity
relationship (SAR) analysis.
The selectivity index was calculated
as the difference in cell viability between Ishikawa and 12Z cells
(Δviability = Ishikawa – 12Z), with positive values indicating
selective toxicity toward 12Z cells. Correlations between physicochemical
descriptors and biological activity were evaluated using Pearson’s
correlation coefficient ( r ), and the corresponding
coefficients of determination ( R
2 ) were
computed using GraphPad Prism 10 and were represented as a heatmap.
,
Hierarchical clustering was performed in Python (scipy.cluster.hierarchy,
v1.14.1) using Ward’s linkage and Euclidean distance to examine
similarity relationships among the compounds based on the selected
physicochemical descriptors. The resulting
dendrogram was used to define six clusters, which were subsequently
employed as a descriptive framework to organize and discuss the observed
biological response patterns. Structural
features, including common substituents, are described within each
cluster solely to aid qualitative interpretation without being used
as criteria for cluster definition or boundary assignment.
Introduction
Endometriosis is a benign
gynecological disorder with a multifactorial
etiology involving genetic, epigenetic, immunological, hormonal, and
environmental factors. These mechanisms collectively contribute to
chronic inflammation and oxidative stress arising from the presence
of ectopic endometrial tissues. The disease can be classified into
three major forms: endometrioma, deep endometriosis, and superficial
peritoneal endometriosis.
,
The incidence of endometriosis
affects up to 20% of women of reproductive age, with common clinical
manifestations including dysmenorrhea, chronic pelvic pain, abnormal
bleeding, and infertility.
−
Current therapeutic approaches typically combine
laparoscopic surgery
with hormonal treatments that aim at lesion removal and pain relief.
However, these strategies often fail to restore fertility or prevent
disease recurrence. Surgical intervention is associated with recurrence
rates of approximately 20%, while hormonal
manipulation frequently induces adverse effects due to steroid hormone
imbalance.
,
Given the significant impact of endometriosis
on the quality of life and the limitations of existing treatments,
which primarily target symptom control rather than the underlying
pathophysiology, there is a critical need for the development of new
therapeutic agents to improve disease management.
Natural products
constitute an invaluable source of therapeutic
agents, owing to their remarkable structural diversity. According
to Newman and Cragg (2020), approximately 48% of all new drugs approved
by the FDA between 1981 and 2019 were derived from natural sources. Among these, phenolic compounds represent a highly
diverse group of plant metabolites recognized for their broad biological
potential, particularly their antioxidant, anti-inflammatory, and
anticancer activities.
−
Flavonoids, in particular, are capable of scavenging free
radicals
and reducing oxidative stress, while modulating the activity of several
enzymes and signaling pathways, thereby reinforcing their protective
effects on human health.
−
Due to their versatile reactivity, chalcones have emerged as privileged
chemical scaffolds, serving as key intermediates in the design of
a wide range of biologically active derivatives exhibiting anti-inflammatory,
antihistaminic, antioxidant, antiobesity, antiparasitic, and other
pharmacological properties.
, −
Despite these advances, experimental studies addressing endometriosis
at the cellular level remain limited, while a substantial body of
recent research has focused on patient-based and clinical investigations.
,
Most in vitro investigations have focused on inflammatory signaling,
oxidative stress, or hormonal responsiveness, frequently relying on
single-cell-line systems or reporting general cytotoxic effects without
direct comparison between endometriotic and eutopic endometrial cells.
Importantly, a small number of established cellular models continue
to underpin most experimental work in this area, and comparative screening
approaches have changed little over time. As a result, systematic
evaluations of differential cytotoxic responses and selectivity in
endometriosis-relevant cellular models are still scarce.
,
In this context, the present study aimed to evaluate the cytotoxic
and selective properties of a series of different flavonoid derivatives
( 1 – 37 ) as an initial screening step,
using models of normal endometrial (Ishikawa) and endometriotic (12Z)
cells.
,
The investigation focused on correlating
key physicochemical descriptors, such as lipophilicity (log P ), topological polar surface area (TPSA), and hydrogen-bonding
capacity, with the observed biological responses to identify patterns
associated with cytoprotective versus cytotoxic selectivity.