SNM1A is a nuclease required to repair DNA interstrand cross-links (ICLs) caused by some anticancer compounds, including cisplatin. Unlike other nucleases involved in ICL repair, SNM1A is not needed to restore other forms of DNA damage. As such, SNM1A is an attractive target for selectively increasing the efficacy of ICL-based chemotherapy. Using a fluorescence-based exonuclease assay, we screened a bioactive library of compounds for inhibition of SNM1A. Of the 52 compounds initially identified as hits, 22 compounds showed dose-response inhibition of SNM1A. An orthogonal gel-based assay further confirmed nine small molecules as SNM1A nuclease activity inhibitors with IC50 values in the mid-nanomolar to low micromolar range. Finally, three compounds showed no toxicity at concentrations able to significantly potentiate the cytotoxicity of cisplatin. These compounds represent potential leads for further optimization to sensitize cells toward chemotherapeutic agents inducing ICL damage.
SNM1A is a nuclease required to repair DNA interstrand cross-links (ICLs) caused by some anticancer compounds, including cisplatin. Unlike other nucleases involved in ICL repair, SNM1A is not needed to restore other forms of DNA damage. As such, SNM1A is an attractive target for selectively increasing the efficacy of ICL-based chemotherapy. Using a fluorescence-based exonuclease assay, we screened a bioactive library of compounds for inhibition of SNM1A. Of the 52 compounds initially identified as hits, 22 compounds showed dose-response inhibition of SNM1A. An orthogonal gel-based assay further confirmed nine small molecules as SNM1A nuclease activity inhibitors with IC50 values in the mid-nanomolar to low micromolar range. Finally, three compounds showed no toxicity at concentrations able to significantly potentiate the cytotoxicity of cisplatin. These compounds represent potential leads for further optimization to sensitize cells toward chemotherapeutic agents inducing ICL damage.
Interstrand cross-links
(ICLs) are a type of DNA damage in which
opposing strands of DNA are covalently joined. ICL lesions are highly
cytotoxic since they inhibit strand separation required for DNA replication
and transcription.[1] This cytotoxicity has
been successfully exploited in anticancer therapies for a broad range
of tumors.[2] Cisplatin, a platinum-based
ICL-inducing compound, is among the first-line drugs in treating solid
mass malignancies, especially effective against ovarian and testicular
cancers.[3] Despite initial therapeutic success
in response to cisplatin-based chemotherapy, toxicity limits the full
therapeutic dosing of cisplatin, which frequently leads to the generation
of refractory tumors.[4] Development of acquired
drug-resistant tumors results in high therapeutic failure rates and
cancer relapse.[4] Acquired platinum resistance
is partially mediated by increased DNA repair of ICL lesions, as evidenced
by correlations in the DNA repair factor expression and therapeutic
response to cisplatin.[5,6] Inhibition of ICL repair, therefore,
has the promise of augmenting anticancer therapies.Unlike most
forms of DNA damage, which are simply repaired by damage
excision and strand ligation, ICLs are particularly problematic to
the cell since both strands of DNA are damaged. Therefore, to tackle
the complexity of ICL removal, repair proteins from pathways dedicated
to several types of DNA damages are employed.[7] The critical step that commits the cell to ICL repair is unhooking,
in which structure-specific endonuclease XPF-ERCC1 makes the initial
strand incision.[8] Given the central role
of XPF-ERCC1 in ICL repair as well as the clinical correlations of
ERCC1 in chemotherapeutic outcomes, efforts have focused on developing
XPF-ERCC1 inhibitors to combat resistance to ICL-inducing agents.[5,6,9,10] Unfortunately,
XPF-ERCC1 inhibitors lack ICL repair specificity due to the absolute
requirement of XPF-ERCC1 in nucleotide excision repair (NER).[11,12] Other possible ICL nuclease targets include MUS81-EME1, SLX1-SLX4,
FAN1, and SNM1B, but their moderated hypersensitivity compared to
XPF-ERCC1 suggests roles either less crucial or downstream in the
repair pathway.[13] Additional functions
of these nucleases in replication fork maintenance and repair make
them less ideal candidates for ICL sensitization efforts.[14−16]SNM1A nuclease has been shown to be involved in ICL but no
other
DNA repair pathways. Cells in which SNM1A is depleted or inactivated
result in hypersensitivity to ICL-inducing agents.[17−19] HumanSNM1A
has also been implicated in cancer risk and prognosis.[20,21] SNM1A is epistatic with XPF-ERCC1, showing similar hypersensitivity
defects in response to ICL-inducing agents in human cells, suggesting
that both may be involved in unhooking.[19] SNM1A has 5′–3′ 5′ phosphate-dependent
exonuclease activity and structure-specific endonuclease activity.[22,23] It is uncertain at what point SNM1A uses these activities, particularly
during the unhooking process. While the precise function of SNM1A
in ICL repair is unclear, the fact that catalytically active SNM1A
is needed for repair makes SNM1A an ideal target for inhibition to
specifically sensitize cells to ICL-inducing agents.[24,25]The development of SNM1A inhibitors has gained significant
interest,
particularly since an epistatic relationship between SNM1A and XPF-ERCC1
was established.[19] Although compounds that
inhibit SNM1A in vitro have been identified, there are no SNM1A inhibitors
demonstrating cellular effects.[26−28] Screening biologically active
small molecules for SNM1A inhibition may therefore be a promising
strategy for ICL sensitization.Here, we report the identification
of small molecules from an HTS
library of bioactive compounds that inhibit SNM1A. Initial hits were
validated and further characterized for inhibition of SNM1A exonuclease
and endonuclease activities. Finally, SNM1A inhibitors were tested
in cells to assess enhanced cell killing in the presence of cisplatin.
Three small molecules were identified that not only inhibit SNM1A
activity in vitro but also sensitize cells toward ICL damage and therefore
have the potential to prevent the repair of ICLs generated during
ICL-based chemotherapy treatment.
Results
High-Throughput
Screening for SNM1A Inhibitors
To identify
compounds that inhibit SNM1A nuclease activity, we utilized a fluorescence-based
assay monitoring SNM1A exonuclease activity.[23] In this assay, a single-strand DNA substrate containing 5′
phosphate and an internal fluorophore–quencher pair (fluorescein–black
hole quencher 1) results in attenuated fluorescence when nuclease
activity is inhibited (Figure A). The assay was performed with purified recombinant SNM1A698–1040 (Figure B), encompassing the active nuclease domain and the DNA substrate
at the determined KM (Figure C) such that both competitive
and noncompetitive inhibitors could be detected. Further assay development
included modifications to fluorophore–quencher pair positioning
and buffer composition to increase the specificity and signal. Zinc
acetate was previously shown to inhibit SNM1A and was therefore used
as the inhibited control for the assay.[23] The final assay demonstrated a Z′ score
of 0.63 (Figure D),
indicating an acceptable detection window for identifying inhibitors
by high-throughput screening.
Figure 1
HTS assay for SNM1A inhibitors. (A) Schematic
of the HTS oligonucleotide
substrate (5P-FQ listed in Figure S1) with
a fluorophore–quencher pair and expected products with or without
an inhibitor. (B) Purified SNM1A after final cation exchange chromatography.
The SNM1A-containing sample was immobilized to S-Seph (GE Healthcare)
at 300 mM and eluted with a linear salt gradient (0.3–1 M).
Eluted SNM1A-containing fractions were pooled and concentrated. Fractions
were resolved with 12% SDS-PAGE containing trichloroethanol. Gel was
visualized using stain-free enabled GelDoc (Bio-Rad). (C) KM determination of purified SNM1A and 5P-FQ.
Fluorescence was measured every minute for 2 h at 26 °C at 526
nm using the BioTek Synergy 4 Hybrid microplate reader. The assay
was performed in triplicate, and KM was
determined using GraphPad Prism. (D) Z′ score
determination for the HTS SNM1A inhibition assay. SNM1A (3 nM) was
incubated with 8 nM HTS substrate with and without zinc control for
40 min. Fluorescence was measured with an EnVision plate reader (PerkinElmer)
at 535 nm.
HTS assay for SNM1A inhibitors. (A) Schematic
of the HTSoligonucleotide
substrate (5P-FQ listed in Figure S1) with
a fluorophore–quencher pair and expected products with or without
an inhibitor. (B) Purified SNM1A after final cation exchange chromatography.
The SNM1A-containing sample was immobilized to S-Seph (GE Healthcare)
at 300 mM and eluted with a linear salt gradient (0.3–1 M).
Eluted SNM1A-containing fractions were pooled and concentrated. Fractions
were resolved with 12% SDS-PAGE containing trichloroethanol. Gel was
visualized using stain-free enabled GelDoc (Bio-Rad). (C) KM determination of purified SNM1A and 5P-FQ.
Fluorescence was measured every minute for 2 h at 26 °C at 526
nm using the BioTek Synergy 4 Hybrid microplate reader. The assay
was performed in triplicate, and KM was
determined using GraphPad Prism. (D) Z′ score
determination for the HTSSNM1A inhibition assay. SNM1A (3 nM) was
incubated with 8 nM HTS substrate with and without zinc control for
40 min. Fluorescence was measured with an EnVision plate reader (PerkinElmer)
at 535 nm.
Primary HTS Screen of Bioactive
Library
We narrowed
our screening campaign scope to a curated library of 3941 bioactive
compounds composed of natural products, off-patent FDA-approved drugs,
and drug-like synthetic small molecules. Limiting screening to the
bioactive library was anticipated to improve the success of downstream
cell-based inhibitor characterization. Using the assay protocol in Figure A, 3941 small molecules
on 26 separate plates were screened for SNM1A inhibition in duplicate.
Final HTS fluorescence values after 80 min of incubations for each
compound were normalized with respect to high (uninhibited) and low
(inhibited) controls on each plate to adjust the minimum and maximum
signals. Control-based normalization permitted fluorescence comparison
among plates, not just within individual plates. The interquartile
mean (IQM) was also used for secondary normalization to limit the
effect of outliers.[29] The high control-based
hit rate cutoff was 54%, representing three standard deviations from
the mean of uninhibited reactions (boxed area in Figure B). After both control-based
and IQM-based normalization, the number of hits was reduced from 114
to 52 compounds (red dots in Figure B, listed in Figure S2).
Figure 2
Putative
HTS hits of SNM1A inhibitors. (A) Schematic of the HTS
assay. (B) Replica plot of the HTS campaign of 3941 compounds. Percent
activity was calculated as the difference between readings after 80
and 0 min. Diagonal lines indicate standard deviation of high controls.
Boxed area indicates assay cutoff for possible inhibitors. Red dots
indicate HTS assay hits and potential SNM1A inhibitors. Green dots
indicate compounds that do not meet the cutoff and do not inhibit
SNM1A.
Putative
HTS hits of SNM1A inhibitors. (A) Schematic of the HTS
assay. (B) Replica plot of the HTS campaign of 3941 compounds. Percent
activity was calculated as the difference between readings after 80
and 0 min. Diagonal lines indicate standard deviation of high controls.
Boxed area indicates assay cutoff for possible inhibitors. Red dots
indicate HTS assay hits and potential SNM1A inhibitors. Green dots
indicate compounds that do not meet the cutoff and do not inhibit
SNM1A.
Validation of HTS Hits
by Dose–Response Analysis
A dose–response screen
using the same protocol in Figure A was used to validate
that identified compounds decreased fluorescence in the initial screen.
This second screen was not only to confirm that the compound of interest
reproducibly showed inhibition but also to eliminate false positives
due to the plate position. Inhibitors were tested for a dose-dependent
response using concentrations in the low nanomolar to mid-micromolar
range. Of the 52 compounds tested (Figure S3), 22 showed reasonable dose-dependent inhibition (Figure A) and were selected for further
confirmation by a secondary gel-based assay.
Figure 3
Validation of SNM1A inhibitors.
(A) HTS hit validation with dose-dependent
inhibition screen. Hits from Figure B were tested for dose–response inhibition in
duplicate. Only compounds exhibiting dose–response inhibition
in at least the low micromolar range are shown. All other curves are
shown in Figure S3. (B) Gel-based secondary
screen of putative SNM1A inhibitors. SNM1A (3 nM) was assayed with
25 and 6.25 μM compound, as noted. Inhibited and uninhibited
reactions utilized zinc acetate (1 mM) and DMSO, respectively. A single-stranded
30mer oligonucleotide substrate (50 nM) containing a 3′ fluorophore
is shown and listed in Figure S1 as 5P-3F.
Products from nonprocessive exonuclease activity of SNM1A result in
a shortening of the substrate. Products were resolved using 20% denaturing
PAGE and imaged with the Typhoon imager (GE Healthcare) at 526 nm.
Compounds in red were excluded from further characterization. The
dagger symbol refers to compounds exhibiting intrinsic internal fluorescence.
Validation of SNM1A inhibitors.
(A) HTS hit validation with dose-dependent
inhibition screen. Hits from Figure B were tested for dose–response inhibition in
duplicate. Only compounds exhibiting dose–response inhibition
in at least the low micromolar range are shown. All other curves are
shown in Figure S3. (B) Gel-based secondary
screen of putative SNM1A inhibitors. SNM1A (3 nM) was assayed with
25 and 6.25 μM compound, as noted. Inhibited and uninhibited
reactions utilized zinc acetate (1 mM) and DMSO, respectively. A single-stranded
30mer oligonucleotide substrate (50 nM) containing a 3′ fluorophore
is shown and listed in Figure S1 as 5P-3F.
Products from nonprocessive exonuclease activity of SNM1A result in
a shortening of the substrate. Products were resolved using 20% denaturing
PAGE and imaged with the Typhoon imager (GE Healthcare) at 526 nm.
Compounds in red were excluded from further characterization. The
dagger symbol refers to compounds exhibiting intrinsic internal fluorescence.
Secondary Gel-Based Validation and Characterization
Although the HTS assay was robust and reproducible, it was necessary
to perform an orthogonal nuclease assay given the intrinsic fluorescence
of many compounds in the bioactive library. A gel-based exonuclease
activity assay utilizing a single-strand DNA substrate (5P-3F) containing
a 5′ phosphate and 3′ fluorophore was used to validate
inhibition of SNM1A (Figure B). Since SNM1A is a nonprocessive 5′ exonuclease,
inhibitor validation was carried out by monitoring shortened products
in response to two compound concentrations (25 and 6.25 μM).
In this semiquantitative assay, compounds whose products were smaller
than 15 nucleotides (or more than 50% digested) did not show sufficient
inhibition to warrant further investigation (in red). Note that compounds 44 and 54 (indicated with †) were also
excluded due to internal fluorescence. Nine of 22 compounds (in black)
demonstrated >50% inhibition of SNM1A by the gel-based assay and
were
carried forward for further characterization.To further analyze
the kinetics of SNM1A exonuclease inhibition, a substrate with a 5′
phosphate and an internal fluorophore at the first nucleobase (listed
in Figure S1 as 5P-1F) was used to enable
the visualization of a single exonuclease event (shown in Figure A). Similarly, characterization
of SNM1A endonuclease inhibition was carried out using a gapped substrate
containing a 5′ fluorophore (5F-gap) that permitted observation
of a single cleavage product (Figure B). The compound concentration required to inhibit
half the nuclease activity (or IC50) of SNM1A was determined
for each compound (Figures S4 and S5).
A comparison of IC50 values for exonuclease and endonuclease
inhibitions is presented in Figure C. Compounds 40, 20, and 53 were the most potent exonuclease activity inhibitors, acting
in the nanomolar range. Compounds 40, 20, and 30 also appeared to preferentially inhibit exonuclease
activity since more than a 10-fold increase in inhibitor concentration
was required to inhibit endonuclease activity to similar levels.
Figure 4
Gel-based
dose–response assays for IC50 determination.
(A) Representative results for the gel-based assay for exonuclease
IC50 determination. Schematic of the single-strand exonuclease
substrate (5P-1F in Figure S1) is shown.
The product is a single 5′ nucleotide with a fluorophore. Lanes
2–13 represent reactions with an inhibitor, increasing 2-fold
per lane. Each assay was designed such that the IC50 values
lay between lanes 6 and 9. (B) Representative gel for the gel-based
assay for endonuclease IC50 determination. Gapped endonuclease
substrate schematic is shown (5F-gap in Figure S1). The product is a 35mer oligonucleotide with a 5′
fluorophore. Lanes 2–7 represent reactions with a compound,
increasing 4-fold per lane. Each assay was designed such that the
IC50 values lay between lanes 3 and 5. SNM1A (0.2 nM, 200
nM) was incubated with a substrate (110 nM, 30 nM) for 60 or 150 min
for exonuclease and endonuclease inhibitions, respectively. Products
were resolved using 23% denaturing PAGE and imaged with the ChemiDoc
at 526 nm. Products were quantified with ImageLab (Bio-Rad). All assays
were performed in triplicate. (C) Summary of IC50 values
of SNM1A exonuclease and endonuclease activities. IC50 was
determined using GraphPad Prism. F denotes the fluorophore, P denotes
the phosphorylation, and SEM denotes the standard error of the mean.
Gel-based
dose–response assays for IC50 determination.
(A) Representative results for the gel-based assay for exonuclease
IC50 determination. Schematic of the single-strand exonuclease
substrate (5P-1F in Figure S1) is shown.
The product is a single 5′ nucleotide with a fluorophore. Lanes
2–13 represent reactions with an inhibitor, increasing 2-fold
per lane. Each assay was designed such that the IC50 values
lay between lanes 6 and 9. (B) Representative gel for the gel-based
assay for endonuclease IC50 determination. Gapped endonuclease
substrate schematic is shown (5F-gap in Figure S1). The product is a 35mer oligonucleotide with a 5′
fluorophore. Lanes 2–7 represent reactions with a compound,
increasing 4-fold per lane. Each assay was designed such that the
IC50 values lay between lanes 3 and 5. SNM1A (0.2 nM, 200
nM) was incubated with a substrate (110 nM, 30 nM) for 60 or 150 min
for exonuclease and endonuclease inhibitions, respectively. Products
were resolved using 23% denaturing PAGE and imaged with the ChemiDoc
at 526 nm. Products were quantified with ImageLab (Bio-Rad). All assays
were performed in triplicate. (C) Summary of IC50 values
of SNM1A exonuclease and endonuclease activities. IC50 was
determined using GraphPad Prism. F denotes the fluorophore, P denotes
the phosphorylation, and SEM denotes the standard error of the mean.
Cisplatin Potentiation Assay
We
hypothesized that these
bioactive SNM1A inhibitors may enhance the toxicity of ICL-inducing
agents, specifically of cisplatin. Cisplatin sensitization was tested
in HeLa cells by monitoring cell survival in the absence or presence
of SNM1A inhibitors and cisplatin (Figure A). Although the in vitro IC50 value was determined, cells were exposed to the highest concentration
of the compound (25 μM) since it was unclear how the compounds
would behave in the cell. Compounds were tested with or without a
sublethal dose of cisplatin (LD10, dashed line, 15 μM).
Of the nine inhibitors of SNM1A, only compound 24 itself
demonstrated inherent toxicity at 25 μM. In contrast, all other
compounds had little to no effect on cell viability on their own (Figure B, light blue bars).
With sublethal concentrations of cisplatin, however, three compounds
(13, 27, and 30) showed reduced
cell survival (Figure B, dark gray bars) and cytotoxicity was significantly augmented.
The observed synergy is important, as it indicates that while the
identified SNM1A inhibitors themselves are nontoxic to the cell, they
appreciably potentiate the toxicity of cisplatin.
Figure 5
SNM1A inhibitors potentiate
cisplatin toxicity. (A) Schematic of
the cisplatin potentiation assay. (B) Cisplatin potentiation with
SNM1A inhibitors (25 μM). Cell survival is reported for the
LD10 value of cisplatin (dashed line) as well as with cisplatin
(LD10, 15 μM, in dark gray) or without (light blue).
Relative % survival is expressed as percent normalized to cells incubated
with control vehicle (DSMO) only. Assays were performed in duplicate,
where error bars represent SEM. One asterisk symbol denotes a t test significance of p < 0.05, and
two asterisk symbols denote p < 0.01 of inhibitor
alone vs inhibitor and cisplatin.
SNM1A inhibitors potentiate
cisplatintoxicity. (A) Schematic of
the cisplatin potentiation assay. (B) Cisplatin potentiation with
SNM1A inhibitors (25 μM). Cell survival is reported for the
LD10 value of cisplatin (dashed line) as well as with cisplatin
(LD10, 15 μM, in dark gray) or without (light blue).
Relative % survival is expressed as percent normalized to cells incubated
with control vehicle (DSMO) only. Assays were performed in duplicate,
where error bars represent SEM. One asterisk symbol denotes a t test significance of p < 0.05, and
two asterisk symbols denote p < 0.01 of inhibitor
alone vs inhibitor and cisplatin.
Discussion
Chemotoxicity and chemoresistance render cancer
management a complicated
and challenging process; however, DNA repair inhibition has been an
effective anticancer strategy in the clinic.[30] Restricting repair of DNA damage has been shown to improve the therapeutic
efficacy of DNA damage-based chemotherapies, best exemplified by the
development of PARP inhibitors in breast cancer treatment.[31] However, ensuring that the appropriate repair
pathway is blocked for chemotherapeutic, but not endogenous, damage
can be tricky.[32] This is particularly difficult
with ICL-based agents since ICL repair uses proteins from several
pathways required for repair of other types of damages (i.e., reactive
oxygen species and UV radiation).[33] Unlike
other ICL repair factors that play additional roles in DNA repair
(i.e., XPF-ERCC1), SNM1A is exclusively involved in the repair of
ICL-induced lesions in human cells. As such, SNM1A is an attractive
target for inhibition of ICL repair, thereby sensitizing tumors to
ICL-based chemotherapy, although simultaneously targeting NER and
ICL may also be effective. Focused efforts on the development of SNM1A
inhibitors are further strengthened with recent reports, demonstrating
ICL sensitivity in H1299carcinoma cells with the loss of SNM1A.[17]Efforts have focused on inhibiting the
SNM1A nuclease domain (metallo-β-lactamase
fold), which hydrolyzes an array of substrates, including β-lactams.[27] A previous study screening a panel of β-lactam
compounds identified several cephalosporins able to inhibit SNM1A.[27] Despite considerable in vitro inhibition, they
lacked sufficient membrane permeability to be functional at the cellular
level.[27] More recently, targeted inhibition
of the SNM1A catalytic site has yielded compounds that demonstrate
modest inhibition, but these have not yet been tested in cells.[26,28] We chose to conduct screening for SNM1A inhibitors using a library
of bioactive compounds biased toward cell permeability. Hits identified
from our screen of bioactive compounds not only demonstrated inhibition
of SNM1A nuclease activities in vitro but also increased cisplatin
sensitivity in cells when administered concurrently with cisplatin.It is plausible that some SNM1A inhibitors identified in this study
(Figure ) may act
nonspecifically on nucleases, resulting in hypersensitivity to cisplatin
damage. To test the possibility that inhibition resulted from nonspecific
interactions between the inhibitor and DNA, we measured the displacement
of the DNA-binding compound, ethidium bromide, from a short duplex
DNA substrate (EtBr-DS in Figure S1). While
compounds 7, 13, 24, 53, and 61 do not appear to significantly displace
ethidium bromide in Figure S6, compounds 20, 27, 30, and 40 have
apparent nonspecific interactions with DNA, suggesting that this effect
may contribute to their mechanism of SNM1A inhibition. Consistent
with this interpretation, compound 20 is known to function
as a nonspecific nuclease inhibitor.[34] Finally,
compounds 7, 27, 40, and 61 contain a catechol moiety, which may bind metal within
the active site of SNM1A and possibly other metal-dependent enzymes.[35] It is unlikely that the mechanism of inhibition
is based on the nonspecific interaction of catechols with active site
metals since the initial bioactive library contained 166 molecules
with catechol moieties that were not identified as inhibitors.
Figure 6
Inhibitors
of SNM1A.
Inhibitors
of SNM1A.Follow-up studies evaluating these
compounds in an SNM1A knockout
or knockdown in cells will be required to evaluate specificity for
SNM1A. These crucial experiments may be challenging because SNM1A
homologs, SNM1B (also involved in ICL repair) and SNM1C, share a similar
active site. In support of the cross-inhibition of SNM1A homologs,
we tested the SNM1A inhibitors against the nuclease domain for SNM1B
(Figure S7). While some compounds were
found to be specific to SNM1A, several decreased exonuclease activity
of SNM1A and SNM1B equally. Inhibition of both SNM1A and SNM1B activities
may be a beneficial strategy since they participate in distinct steps
of ICL repair, but the results from Figure S7 underscore the necessity of careful assessment of these inhibitors
in the cell.The specificity of these compounds for SNM1A over
the homologs
or other nucleases can be improved using structure–activity
relationship studies. Determining inhibitor-bound structures of SNM1A
will also be beneficial for elucidating the mechanism(s) of inhibition.
Structure–function studies will be particularly important for
inhibitors that differentially inhibit SNM1A exonuclease and endonuclease
activities. Currently, it is not clear how distinct SNM1A nuclease
activities promote ICL repair. Because SNM1A uses the same active
site for all nuclease activities, it may not be possible to generate
separation of function mutations. Developing selective inhibitors
toward each nuclease activity may help to dissect their precise roles
in ICL repair.Cisplatin is a widely used first-line chemotherapeutic
for the
treatment of a broad range of cancers. However, chemoresistance is
a clinically significant problem that restricts the use of cisplatin
and other platinum-based agents. Here, we have identified and characterized
bioactive compounds that inhibit SNM1A and augment cisplatin sensitivity.
Given the importance of cisplatin as an anticancer agent, identification
of adjuvant ICL repair inhibitors provides an opportunity to reduce
nontargeted cisplatin-associated toxicity and increase its therapeutic
effect in chemotherapy.
Methods
Protein Expression and
Purification
HumanSNM1A (Uniprot:
Q6PJP8) was truncated to the nuclease domain encompassed by residues
698–1040. Recombinant SNM1A was expressed in Star pRARE pLysS Escherichia coli (Invitrogen) and induced at 0.700
OD600 with 1 mM IPTG at 25 °C overnight. Cells were
resuspended in nickel A buffer (50 mM Tris (pH 7.5), 500 mM NaCl,
30 mM imidazole, 0.5 mM TCEP, 0.01% Triton X-100, and 10% glycerol)
and protease inhibitors (3 μM aprotinin, 1 μM pepstatin
A, 1 mM benzamidine, 1 μM leupeptin, and 1 mM PMSF) and then
lysed with three passes through a cell disruptor at 10,000 psi. The
lysate was clarified by centrifugation at 48,000g for 40 min and filtered. The sample was loaded onto a HisTrap HP
nickel-chelating column (GE Healthcare) and step eluted with nickel
A buffer containing 210 mM imidazole. The sample was diluted to 300
mM NaCl using QA buffer (50 mM Tris (pH 8.5), 0.5 mM TCEP, and 10%
glycerol) and loaded onto a Q Sepharose HP column (GE Healthcare).
Protein was then eluted with 400 mM NaCl. TEV protease was added at
5:1 SNM1A to TEV to cleave the His6-NusA fusion protein
overnight. The cleaved sample was diluted with SA buffer (50 mM Tris
(pH 7.5), 0.5 mM TCEP, and 10% glycerol) to 300 mM NaCl before loading
onto an SP HP Sepharose column (GE Healthcare). Protein was eluted
with a linear gradient from 300 mM to 1 M NaCl. SNM1A-containing fractions
were pooled and concentrated with a 10 kDa MWCO Centricon (Corning).
Samples were flash frozen in liquid nitrogen and stored at −80
°C.
HTS Assay for SNM1A Inhibition
SNM1A nuclease reactions
were performed in buffer containing 50 mM [tris(hydroxymethyl)methylamino]propanesulfonic
acid (TAPS) buffer (pH 9.1), 10 mM magnesium acetate, 75 mM potassium
acetate, 1 mM DTT, and 100 μg/mL bovine serum albumin. Reactions
containing 3 nM SNM1A and 8 nM HTS substrate 5P-FQ were prepared in
black, flat-bottom 384-well plates. Reactions were initiated with
the addition of DNA substrate 5P-FQ. Fluorescence was measured using
the BioTek Synergy 4 Hybrid microplate reader at 526 nm or EnVision
plate reader (PerkinElmer) at 535 nm.
KM Determination for SNM1A HTS Substrate
Reactions
containing 25 nM SNM1A and DNA ranging from 1.25 to 400
nM were prepared in black, flat-bottom 384-well plates (Corning) on
ice. Reactions were initiated with the addition of 5P-FQ DNA. Fluorescence
was measured every minute for 2 h at 26 °C at 526 nm using the
BioTek Synergy 4 Hybrid microplate reader. The initial velocity for
each curve was calculated and plotted against corresponding substrate
concentrations. Product formation, expressed as % fluorescence using
the equation below, was used to determine kinetic parameters using
GraphPad Prism 6.0.where subscript p represents the fluorescence
of SNM1A products and subscript n represents the fluorescence of the
negative control.
Z′ Factor Determination
for HTS Assay
Z′ determination for
the HTS assay for
SNM1A inhibitors was performed using the Biomek FX workstation (Beckman
Coulter) equipped with a BioRAPTR (Beckman Coulter) liquid dispensing
system. Buffer (10 μL) was added to all wells of a black 384-well
plate. Dissolved compounds in DMSO (0.5 μM) were dispensed into
each well. Zinc acetate (0.5 μL; final concentration: 1 mM)
or water was added to the wells. Buffer containing 5 nM SNM1A was
added (29 μL). Reactions (total: 40 μL) were incubated
for 40 min at 26 °C. DNA (10 μL, 42.8 nM) was dispensed,
and fluorescence was immediately measured with the EnVision plate
reader (PerkinElmer) at 535 nm. Final endpoint measurements were taken
after 80 min. Relative fluorescence unit (RFU) measurements were used
to generate the Z′ factor as defined by the
following equationwhere σ represents the mean, μ
represents the standard deviation, subscript H represents the high
activity control, and subscript L represents the zinc-containing low
control.
Compound Preparation for HTS Campaign
The McMaster
bioactive set, compiled by the Center for Microbial Chemical Biology
(sourced from Prestwick, Biomol, LOPEC, and MicroSource), was used
for high-throughput screening. Compound preparation was performed
using the Biomek FX workstation (Beckman Coulter) equipped with a
BioRAPTR (Beckman Coulter) liquid dispensing system. 96-well plates
containing compounds dissolved in DMSO were dispensed in duplicate
wells of black 384-well microplates containing buffer only. For pilot
and primary screening, 0.5 μL of 1 mM compound in DMSO (1% DMSO,
10 μM final) was dispensed into 10 μL of buffer using
long pin tools. For dose–response screen, compounds ranging
from 2.4 to 2500 nM were dispensed as described above.
Primary Fluorescence-Based
HTS Campaign
The primary
HTS screen for SNM1A inhibitors was performed using a Biomek FX workstation
(Beckman Coulter) equipped with a BioRAPTR (Beckman Coulter) liquid
dispensing system. Buffer (10.5 μL) was added to all wells of
a black 384-well plate. Compounds were dispensed as described above.
Zinc acetate (0.5 μL; final concentration: 1 mM) or water was
added to 36 wells to standardize plate-to-plate variation. Buffer
(29 μL) containing 5 nM SNM1A was then added. Reactions (total:
40 μL) were incubated for 40 min at 26 °C to replicate
incubation time of compounds with SNM1A. Addition of DNA (10 μL,
42.8 nM) was dispensed, and fluorescence was immediately measured
with the EnVision plate reader (PerkinElmer) at 535 nm. Midpoint and
endpoint of the reactions were measured after 40 and 80 min, respectively.
The percent activity of SNM1A in response to each compound was calculated
from the measured RFU using the equationwhere S represents the measured
sample value. H and L represent
the mean of the high and low activity control of each plate, respectively.HTS data were order-ranked, and the mean of the two middle quartiles
determines the interquartile mean (IQM) to normalize data.where S represents the measured
sample value and μiq represents the mean (μ)
of the interquartile (iq) data of the plate. HTS hits were defined
as samples below the control-based cutoff of all controls in the HTS
campaign.where μ represents the standard deviation
and subscript H represents the high activity control.
Gel-Based Secondary
Screen Validation
SNM1A reactions
containing 3 nM SNM1A and 1% DMSO-dissolved compound (6.25 and 25
μM final) were incubated at room temperature for 40 min. Reactions
were initiated by addition of 50 nM DNA substrate, 5P-3F, incubated
at 37 °C for 3 h. Reactions were stopped with the addition of
formamide loading buffer (95% formamide, 10 mM EDTA). Products were
separated using 20% denaturing PAGE and detected at 526 nm using the
Typhoon imager (GE Healthcare).
Gel-Based Inhibitor Characterization
All reactions
were performed at 37 °C in buffer containing 50 mM Tris-acetate
(pH 7.2), 10 mM magnesium acetate, 75 mM potassium acetate, 1 mM DTT,
and 100 μg/mL BSA. Unless indicated, exonuclease and endonuclease
activities were measured with DNA substrate 5P-1F or 5F-gap, respectively.
Reactions were stopped with the addition of formamide loading buffer.
All gels were resolved with 23% denaturing PAGE and imaged with the
ChemiDoc XRS (Bio-Rad) at 526 nm for 2 s.
Time Course Assay
To determine the concentration required
for full substrate digestion at 60 min, 2 μM SNM1A was diluted
20- to 1200-fold, and a time course assay from 2 to 64 min was performed.
A master mix containing diluted SNM1A was aliquoted and initiated
with the addition of 100 nM DNA. Product formation, as a percentage
of the total substrate, was calculated based onwhere a time point reflecting reaction progression
of 20% was used for KM determination.
KM Determination
Reactions
containing SNM1A (0.2 nM for exonuclease activity and 200 nM for endonuclease
activity) were prewarmed for 2 min to 37 °C. DNA, ranging from
20 to 1000 nM, was added to initiate reactions after warming. Exonuclease
reactions were incubated for 3 min and endonuclease reactions for
15 min. DNA was analyzed as described above. KM reaction velocities were determined usingTriplicate reaction velocities were
curve-fitted using Michaelis–Menten kinetics on GraphPad Prism
6.0.
IC50 Determination
Reactions containing
SNM1A (0.2 nM for exonuclease activity and 200 nM for endonuclease
activity) and inhibitor in DMSO (30 nM to 250 μM) were incubated
for 20 min at room temperature. DNA at KM concentration (110 nM 5P-1F or 30 nM 5F-gap final) was added to
initiate reactions. Exonuclease and endonuclease reactions proceeded
at 37 °C for 60 or 150 min, respectively. Triplicate assays were
curve-fitted using GraphPad Prism 6.0.
Cisplatin Dose–Response
Assay
HeLa cells were
seeded at 3500 cells/well in 96-well tissue culture-treated black
plates in 100 μL of DMEM media. After 24 h, media were removed
and replaced with fresh media containing 500 nM to 500 μM cisplatin.
Untreated controls were included on all plates as a reference. Plates
were incubated for 72 h before measuring cell viability using alamarBlue
(Invitrogen), where 11 μL of alamarBlue was added directly to
the media. Plates were then incubated at 37 °C in the dark for
3 h before fluorescence was measured at 590 nm. Lethal and sublethal
cisplatin concentrations were derived from triplicate dose–response
assays.HeLa cells were seeded
at 3500 cells/well in 96-well tissue culture-treated black plates
in 100 μL of DMEM media. After 24 h, media were removed and
fresh media containing the compound(s) of interest were added (25
μM and 1% DMSO) ±15 μM cisplatin. Untreated controls
were included on all plates as a reference. Plates were incubated
for 72 h before measuring cell viability using alamarBlue (Invitrogen),
where 11 μL of alamarBlue was added directly to the media. Plates
were then incubated at 37 °C in the dark for 3 h before fluorescence
was measured at 590 nm. Reported averages were derived from two independent
experiments.
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