Article Leveraging an NQO1 Bioactivatable Drug for Tumor- Selective Use of Poly(ADP-ribose) Polymerase Inhibitors Graphical Abstract Highlights d Solid cancers overexpress NQO1, with low catalase levels, reverse of normal tissue d b-Lapachone kills independent of oncogenic driver or passenger mutations d Synergy with PARP inhibitors and b-lapachone is NQO1 dependent d PARP inhibitors + b-lap induce DNA lesions, block repair, and cause apoptosis Authors Xiumei Huang, Edward A. Motea, Zachary R. Moore, ..., David E. Gerber, Erik A. Bey, David A. Boothman Correspondence [email protected] (E.A.B.), [email protected](D.A.B.) In Brief Huang et al. show that combination treatment with NQO1 bioactivatible b-lapachone and a PARP inhibitor causes unrepaired DNA damage and induces apoptosis, and that the combination treatment has a synergistic therapeutic effect in orthotopic pancreatic and non- small-cell lung cancer models. Huang et al., 2016, Cancer Cell 30, 940–952 December 12, 2016 Published by Elsevier Inc. http://dx.doi.org/10.1016/j.ccell.2016.11.006
35
Embed
Leveraging an NQO1 Bioactivatable Drug for Tumor - Cell Press
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Article
Leveraging an NQO1 Bioac
tivatable Drug for Tumor-Selective Use of Poly(ADP-ribose) PolymeraseInhibitors
Graphical Abstract
Highlights
d Solid cancers overexpress NQO1, with low catalase levels,
reverse of normal tissue
d b-Lapachone kills independent of oncogenic driver or
passenger mutations
d Synergy with PARP inhibitors and b-lapachone is NQO1
dependent
d PARP inhibitors + b-lap induce DNA lesions, block repair, and
cause apoptosis
Huang et al., 2016, Cancer Cell 30, 940–952December 12, 2016 Published by Elsevier Inc.http://dx.doi.org/10.1016/j.ccell.2016.11.006
Leveraging an NQO1 Bioactivatable Drug forTumor-Selective Use of Poly(ADP-ribose)Polymerase InhibitorsXiumei Huang,1 Edward A. Motea,1 Zachary R. Moore,1 Jun Yao,1 Ying Dong,1 Gaurab Chakrabarti,1 Jessica A. Kilgore,2
Molly A. Silvers,1 Praveen L. Patidar,1 Agnieszka Cholka,1 Farjana Fattah,1 Yoonjeong Cha,3 Glenda G. Anderson,4
Rebecca Kusko,3 Michael Peyton,5 Jingsheng Yan,6 Xian-Jin Xie,6 Venetia Sarode,7 Noelle S. Williams,2 John D. Minna,5
Muhammad Beg,5 David E. Gerber,5 Erik A. Bey,8,* and David A. Boothman1,9,*1Departments of Pharmacology andRadiationOncology, SimmonsComprehensiveCancer Center (SCCC), UT SouthwesternMedical Center
(UTSW), Dallas, TX 75390, USA2Department of Biochemistry, SCCC, UTSW, Dallas, TX 75390, USA3Immuneering Corporation, One Broadway 14th Floor, Cambridge, MA 02142, USA45Degrees Bio., Inc., 111 North Market Street #300, San Jose, CA 95113, USA5Department of Internal Medicine, Division of Hematology-Oncology6Department of Biostatistics7Department of PathologyUTSW, Dallas, TX 75390, USA8Department of Pharmaceutical Sciences, West Virginia University Cancer Institute, Morgantown, WV 26506, USA9Lead Contact
Therapeutic drugs that block DNA repair, including poly(ADP-ribose) polymerase (PARP) inhibitors, fail dueto lack of tumor-selectivity. When PARP inhibitors and b-lapachone are combined, synergistic antitumoractivity results from sustained NAD(P)H levels that refuel NQO1-dependent futile redox drug recycling.Significant oxygen-consumption-rate/reactive oxygen species cause dramatic DNA lesion increases thatare not repaired due to PARP inhibition. In NQO1+ cancers, such as non-small-cell lung, pancreatic, andbreast cancers, cell death mechanism switches from PARP1 hyperactivation-mediated programmed necro-sis with b-lapachonemonotherapy to synergistic tumor-selective, caspase-dependent apoptosis with PARPinhibitors and b-lapachone. Synergistic antitumor efficacy and prolonged survival were noted in human or-thotopic pancreatic and non-small-cell lung xenograft models, expanding use and efficacy of PARP inhibitorsfor human cancer therapy.
INTRODUCTION
Poly(ADP-ribose) polymerase-1 (PARP1) is crucial to multiple
DNA repair pathways, including DNA base excision repair, sin-
gle-strand break (SSB), and double-strand break (DSB) repair
(Dantzer et al., 2000; Wang et al., 2006). Once bound to DNA le-
sions, PARP1 consumes NAD+ and PARylates nearby proteins,
Significance
Inhibitors of poly(ADP-ribose) polymerase (PARP) activity, simtypically toxic to normal tissue, and are only efficacious againscers by synthetic lethality. We show that the NAD(P)H:quinone(ARQ761, ArQule, in clinical form), capitalizes on elevated NQOcancer (NSCLC) and breast cancer to elicit tumor-selective progdriver or passenger mutations. b-Lapachone can be utilized toand efficaciously kill solid tumors that overexpress NQO1.
940 Cancer Cell 30, 940–952, December 12, 2016 Published by Elsev
with activation and deactivation consequences. Self-PARylation
(PAR-PARP1) is a post-translational modification that enzy-
matically inactivates the protein, rendering it unable to bind
DNA and function in DNA repair (Helleday et al., 2008; Lee
et al., 2014). DNA repair defects in breast cancer-associated
genes 1 and 2 (BRCA1/2) yielded hypersensitivity to PARP inhi-
bition and caused a rush to develop new PARP inhibitors for
ilar to other DNA repair blockers, lack tumor-selectivity, aret a small subset of vulnerable (e.g., BRCA1/2-deficient) can-oxidoreductase 1 (NQO1) bioactivatable drug, b-lapachone1:CAT ratios in recalcitrant pancreatic, non-small-cell lungrammed necrosis. Cells are killed independent of oncogenicgreatly expand the use of PARP inhibitors to synergistically
with concomitant lowered CAT levels compared with associated
normal tissue. As reported previously (Bey et al., 2007; Siegel
et al., 1998), a significant (p % 2.2 3 10�38) elevation in NQO1
mRNA levels in a larger dataset (n = 432) of NSCLC patient tumor
compared with associated normal lung tissue by gene expres-
sion microarray analyses was noted (Figure 1C). In contrast,
CAT mRNA expression was significantly lower (p % 5.6 3
10�48) in tumor compared with normal lung tissue (Figure 1D).
Concomitant high NQO1 and low CAT mRNA levels (high
NQO1:CAT ratios [p% 1.13 10�88]; Figure 1E) in NSCLC tumor
tissue offer an ideal target for NQO1 bioactivatable drugs.
Fresh, snap-frozen pathology-assisted dissection of tumor
compared with associated normal tissue from NSCLC patients
confirmed elevated NQO1 enzyme levels in tumor compared
with normal tissue (Figure 1F). Western analyses confirmed low-
ered catalase levels in NSCLC tumors, with high levels in associ-
ated normal lung tissue (Figure 1G). Immunohistochemical ana-
lyses confirmed NQO1 elevations in NSCLC, pancreatic ductal
adenocarcinoma (PDA), and high-grade cancers, including
triple-negative breast cancers (TNBCs) (Figure S1A). Enzyme as-
says confirmed elevated NQO1 levels in cancer compared with
associated normal tissue (Figures S1B and S1C), evenwhen pro-
tein was not noted by western blots (patient 2823, Figure 1G).
Advanced and treatment-resistant NSCLC cases also exhibit
NQO1 overexpression, with increased levels in patients with pro-
gressive disease compared with patients who exhibited clinical
responses (Figure S1D). Elevated NQO1 levels were greater in
high- versus low-grade PDAs (Figure S1E).
b-Lap Lethality Is NQO1 Dependent, but Not Influencedby Oncogenic Driver or Passenger MutationsA >50-member NSCLC cell line panel was used to examine the
roles of NQO1 and oncogenic driver and passenger mutations
in lethality by b-lap. Lethal dose 50 (LD50) values for each NSCLC
cell line were determined, with or without b-lap (in mMconcentra-
tions, for 2 hr) treatment, ± dicoumarol, a fairly specific NQO1 in-
hibitor (not shown). In a double-blind manner, NQO1 enzyme
levels and polymorphism status (i.e., *2 [C609T] or *3 [C465T])
assessments via restriction fragment-length polymorphism ana-
lyses were measured (Figure 2). LD50 values for b-lap-treated
NSCLC cell lines ranged between 1 and 4 mM, after 2 hr, regard-
less of oncogenic or passenger mutations or deletions. At least
one wild-type NQO1 allele was sufficient for efficient cell killing
by b-lap, as heterozygous *2 or *3 NQO1 SNP cells were killed
with equal efficacy as homozygous wild-type cancer cells. Inhi-
bition of NQO1 by dicoumarol (50 mM, 2 hr) spared b-lap lethality
(not shown), with LD50 values of >20 mM, the highest concentra-
tions used. In contrast, NSCLC cells with homozygous NQO1
polymorphic alleles (i.e., *2 or *3) that lack NQO1 activities (Bey
et al., 2007, 2013) were resistant. Similar hypersensitivities of
PDA and breast cancer cells to b-lap (2–6 mM, 2 hr), indepen-
dent of KRAS, p53, or other oncogenic driver and/or passenger
mutations were also noted (Figures S2A and S2B). Lethality
caused by b-lap in NQO1+ cancer cell lines was noted in all
subtypes, as seen in prostate cancer (Planchon et al., 2001). Di-
coumarol (50 mM, 2 hr) spared NQO1+ cancer cell lines, while
inherently resistant NQO1 polymorphic cells were not sensitive.
Re-expression of wild-type NQO1 in several PDA or breast
NQO1 polymorphic cancer cells restored sensitivity to b-lap at
the 2–6 mM LD50 range, and dicoumarol spared lethality (Figures
S2A and S2B). A similar screen of NSCLC cell lines exposed to
docetaxel or pemetrexed revealed wide-ranging LD50 values
Cancer Cell 30, 940–952, December 12, 2016 941
Figure 1. NQO1 and CAT Expression in NSCLC Tumor compared with Normal Tissue
(A and B) mRNA expression data from matched NSCLC tumor and associated normal lung tissue (n = 105) for: NQO1 (A) and CAT expression (B).
(C–G) NSCLC tumor (n = 327) and associated normal lung (n = 105) patient samples were analyzed for mRNA expression differences in NQO1 (p% 2.23 10�38)
(C), CAT (p % 5.6 3 10�48) (D), and calculated NQO1/CAT ratios (p % 1.1 3 10�88) (E). NQO1 enzyme activities (F): cytoC reduced/min/mg protein from fresh,
snap-frozen patient NSCLC tumor tissue. *pm, *2 homozygous NQO1 polymorphism tumors with no enzyme expression. Steady-state NQO1 and catalase
protein levels were monitored from pathology-dissected de-identified patient NSCLC tumor tissue (T) or associated normal (N) tissue by western analyses (G).
Box plots show patient sample data for NQO1, CAT, and NQO1/CAT ratios with lines representing means ± SD.
See also Figure S1.
with no recognizable sensitivity or resistance relationships with
mutations (Figures S2C and S2D).
PARP Inhibitors Synergize with Sublethal Doses ofb-Lap in an NQO1-Dependent MannerWe theorized that inhibiting PARP1 would enhance ROS for-
mation due to continuous NQO1 futile redox cycling of b-lap
and generate greater DNA damage that, in turn, would not be
repaired due to concomitant PARP inhibition. A549 NSCLC cells
were pretreated with non-lethal doses of various PARP inhibi-
tors, including rucaparib (Figure 3A), olaparib (Figure 3B), and
veliparib (Figure 3C), each at 15 or 1.25 mM talazoparib (Fig-
ure 3D) (non-toxic inhibitor doses were tested, Figures S3A–
S3D) for 2 hr, followed by co-treatment with relatively non-toxic
b-lap doses (1–4 mM) + PARP inhibitors for an additional 2 hr.
Drugs were removed and cells assessed for survival. Rucaparib,
olaparib, and talazoparib (at <LD10 doses, Figures S3A–S3D)
dramatically increased the sensitivities of A549 cells to otherwise
non-lethal b-lap doses (Figures 3A–3D), resulting in dose-
enhancement ratios (DERs) that were proportional to PARP inhi-
bition in cells (Figures 3E–3J) or using purified PARP1 in vitro
(Figures S3E–S3G). Dose-response studies for each PARP inhib-
itor confirmed that optimal synergistic lethality with b-lap was
942 Cancer Cell 30, 940–952, December 12, 2016
noted at 15 mM for rucaparib and olaparib, while talazoparib
was potent at 1.25 mM. Veliparib was the least potent and effec-
tive PARP inhibitor for synergy with b-lap (Figures S3H–S3K).
Synergy (Chou and Talalay, 1984) was found for b-lap + ruca-
parib, olaparib, or talazoparib at eta (h) values of 0.452, 0.494,
and 0.584, respectively. Dicoumarol (50 mM, 2 hr) prevented all
synergy responses (Figures S3H–S3K). We chose rucaparib for
further studies since clinical-grade formulation was available.
To delineate the relationship between NQO1 and catalase
in b-lap lethality, clones varying in NQO1 expression showed
that �100 units of NQO1 enzyme activity were needed (Fig-
ure S3L). In contrast, LD50 values dramatically increased in cells
with <100 units of NQO1.
We examined NSCLC, PDA, and breast cancer cells that were
reconstituted or knocked down for NQO1 expression, ± dicou-
marol (Figures 4A–4H). H596 NSCLC cells that lack NQO1
expression due to a *2 NQO1 polymorphism, were reconstituted
for NQO1 (Bey et al., 2007) and sensitized to rucaparib + b-lap.
Dicoumarol suppressed lethality after b-lap alone, or in synergy
with rucaparib (Figures 4A and 4B). MiaPaCa2 PDA cancer cells
express significant KRAS-driven NQO1 levels and were hyper-
sensitive to rucaparib + b-lap (Figure 4C), with dicoumarol sup-
We stably depleted PARP1 levels in MCF-7 cells using lentivi-
ral shRNA knockdown and noted significant suppression of
b-lap-induced PAR formation (Figure 5E). Dramatic loss of ATP
Cell 30, 940–952, December 12, 2016 943
Figure 3. Synergy between Non-toxic Doses of PARP Inhibitors and Sublethal b-Lap Doses
(A–D) A549 NSCLC cells were pretreated for 2 hr with: rucaparib (A), olaparib (B), veliparib (C), each at 15 mM, or talazoparib at 1.25 mM (D), based on their relative
toxicities alone (Figures S3A–S3D) followed by a 2 hr treatment with PARP inhibitor + various b-lap doses (Figures S3H–3K). Drugs were removed and survival
assessed. All error bars are means ± SEM. ***p < 0.001, **p < 0.01, *p < 0.05 (t tests). Synergy was calculated as per Chou and Talalay (1984). Synergy values for
rucaparib (h = 0.452, p = 0.003), olaparib (h = 0.494, p = 0.0013), and talazoparib (h = 0.548, p = 0.036) were reported based on multiple dose responses, or on
comparative p values indicated.
(E and H) PAR and gH2AX formation alterations for DMSO or b-lap (3 mM)-exposed A549 cells treated with various doses of rucaparib (E) or Olaparib (H).
(F, I, G, and J) Relative PARP activity inhibition for doses of rucaparib (F) or olaparib (I) and dose enhancement ratio (DER) correlations for rucaparib (G) or olaparib
(J) (dose responses when combined with b-lap [3 mM]). See also Figure S3.
nucleotides occurred during b-lap-induced PARP1 hyperactiva-
tion (Figure 5F). Loss was blocked by dicoumarol, and ATP levels
remained fairly stable during drug treatment (Figure 5F), showing
that ATP loss caused by b-lap was largely a result of PARP1
hyperactivation. PARP1 knockdown caused a dramatic increase
in lethality in b-lap-treated stable shPARP1 knockdown MCF-7
cells (Figure S4E), with resistance to ATP losses (Figure S4F).
The lethal effects of b-lap, with or without PARP1 inhibition or
knockdown, were NQO1 dependent and blocked by dicoumarol
(Figure S4E). Near-identical synergistic results were noted in
b-lap-exposed stable shPARP1 versus shSCR MDA-MB-231
TNBC cells (Figures S4G–S4J).
Synergy Results from b-Lap-Induced, NQO1-Mediated,Tumor-Selective DNA Damage and PARP InhibitionExposure of A549 cells to 3 mM b-lap alone for 2 hr represents a
sublethal dose (>70% survival), whereas >5 mM b-lap treat-
ments were lethal (Bey et al., 2007) (Figures S5A–S5D). Dicou-
marol blocked all b-lap-induced responses (Figure S5A). A
non-lethal rucaparib dose (15 mM, 4 hr) resulted in synergistic
944 Cancer Cell 30, 940–952, December 12, 2016
lethality with 3 mM b-lap (<1% survival) (Figure S5A). NQO1-
mediated H2O2 levels produced in the first 2 hr exposure of
A549 cells to rucaparib (15 mM) + b-lap (3 mM) were similar to
those produced in cells exposed to a sublethal dose of b-lap
(3 mM) (Figure 6A). A sublethal dose of b-lap alone (3 mM) or in
combination with synergistic doses of rucaparib (15 mM), re-
sulted in equivalent oxygen consumption rates (OCRs) (Fig-
ure 6B), suggesting that these doses of b-lap caused significant
cell stress, but cells were able to keep up with the demand for
NAD(P)H/NAD(P)+, without PARP1 hyperactivation. At a higher
with dramatic decay in OCRs (Figure 6B) as NAD+ levels
dramatically dropped due to extensive PARP1 hyperactivity
(Figures 6C and S5B). When rucaparib was added with 8 mM
b-lap, NQO1 futile redox cycling was refueled and sustained
OCRs resulted (Figure 6B). Total NAD+ and NADH levels
decreased after exposure to b-lap (8 mM) alone as a direct result
of PARP1 hyperactivation. b-Lap-induced NAD+ and NADH los-
ses were rescued by rucaparib (Figure 6C), consistent with sup-
pression of PARP1 activity/hyperactivation monitored by PAR
Figure 4. PARP Inhibition and b-Lap Synergy Is NQO1 Dependent and Broadly Applied to Various Types of NQO1 Overexpressing Cancers
(A and B) Polymorphic *2 H596 NSCLC cells corrected for NQO1 expression (A) were pretreated with rucaparib (15 mM, 2 hr) and then exposed or not to rucaparib
(15 mM) + b-lap (0–4 mM) for 2 hr. Cells were also exposed to b-lap, ± dicoumarol (DIC, 50 mM) for 2 hr and survival assessed. Genetically matched NQO1-deficient
H596 NSCLC cells (B) were treated as in (A), and survival assessed.
(C and D) NQO1+ MiaPaCa2 PDA cells (C) were pretreated with rucaparib (15 mM, 2 hr), then exposed or not to rucaparib (15 mM) + b-lap (0–3 mM or 0–6 mM) (D),
respectively, for 2 hr, ± DIC (50 mM). Drugs were removed and survival assessed. Stable shRNA-NQO1 knockdown MiaPaCa2 (clone 17-7) versus shSCR
MiaPaCa2 cells (D) were treated as in (C), but without DIC and assessed for survival.
(E and F)NQO1+ Suit2 (S2-013) PDA cells (E) harboring aCMV-NQO1 overexpression vector (see western blots, inset) were pretreatedwith rucaparib (15 mM) and
then exposed or not to b-lap (0–4 mM), ± DIC (50 mM) for 2 hr. Genetically matched, NQO1� *2 polymorphic S2-013 chemo- and radio-resistant PDA cells (F)
expressing shSCR were treated as in (E) and survival assessed. See inset (E) for NQO1 expression.
(G and H) MDA-MB-231 *2 polymorphic TNBC cells corrected for NQO1 expression (G) were pretreated with rucaparib (15 mM, 2 hr), + b-lap (0–2.5 mM), ± DIC
(50 mM) for 2 hr. Drugs were removed and survival assessed. shSCR NQO1� MDA-MB-231 TNBC cells (H) lacking NQO1 expression were treated as in (G) and
assessed for survival.
(A) and (H) was evaluated as described byChou and Talalay (1984). Synergy values (h = 0.452, p = 0.0003) were reported based onmultiple dose-responses, or on
comparative p values indicated.
All error bars are means of six replicates from three independent experiments; means ± SEM. ***p < 0.001, **p < 0.01, *p < 0.05, comparing each data point with
those of single treatments (t tests).
See also Figures S4A–S4D.
formation ± rucaparib (Figure S5B). Similarly, ATP depletion
mirrored changes in total NAD+ and NADH after b-lap alone
and with rucaparib (Figure 6D). Controls for rucaparib included
inhibition of PAR formation (Figure S5B), synergistic killing of
b-lap-treated A549 cells in an NQO1-dependent manner (Fig-
ure S5A), and selective killing of BRCA2-deficient CAPAN-1
PDA cells (Figure S5C). Rucaparib did not alter NQO1 activities
(Figure S5D). Overall, at sublethal b-lap doses (�3 mM) where
synergy was noted with rucaparib (Figure S5A), moderate
OCRs were maintained (Figure 6B) for the entire 2 hr treatment
time due to sustained NAD+/ATP and NADH pools that contin-
uously supply H2O2 stress and DNA damage that were not
repaired due to PARP inhibition (Figures 6B and 6C). This mech-
anism was most visible after a lethal dose of b-lap (8 mM) ±
rucaparib (15 mM, 4 hr) treatment (open circle versus closed dia-
mond, Figure 6B).
PARP Inhibition Amplifies NQO1-Dependent DNADamage Induced by b-LapAlkaline comet assays were used to detect b-lap-induced
total DNA damage (e.g., abasic sites, SSBs, DSBs), which
were significantly higher in A549 cells after exposure to b-lap
(3 mM) + rucaparib (15 mM) versus b-lap or rucaparib alone
(Figure 7A). Combined exposure of these two agents was not
statistically different from exposure to a supralethal dose of
b-lap (8 mM) (Figures 7A and 7B). Since similar ROS levels
were noted with the combination therapy compared with indi-
vidual exposures of A549 cells to low doses of b-lap alone
Cancer Cell 30, 940–952, December 12, 2016 945
Figure 5. PARP Inhibition in MCF-7 Breast Cancer Cells Confers Hypersensitivity to Sublethal b-Lap Doses
(A–D) MCF-7 cells were pretreated ± rucaparib (15 mM, 2 hr), then exposed or not to rucaparib (15 mM) + b-lap (0–2.0 mM) for 2 hr. Cells were also exposed to
b-lap, ± DIC (50 mM) for 2 hr, and survival assessed (A). Synergistic lethality between b-lap and rucaparib (h) was determined as in Figure 3. MCF-7 cells were
pretreated ± rucaparib (15 mM, 2 hr), then ± rucaparib (15 mM) or two different doses of b-lap (2.0 or 5.0 mM) for 2 hr, ± DIC (50 mM). Levels of PAR (PARP hy-
peractivation) formation were assessed with a-tubulin as loading controls (B). Cells from (B) were assessed for DSBs by gH2AX foci/nuclei (C) and for relative
NAD+ and NADH levels (D). Synergy values (h = 0.452, p = 0.0003) were reported based on multiple dose responses, or on comparative p values indicated.
(E) Stable shSCR or shPARP1 knockdown MCF-7 breast cancer cells were exposed or not to b-lap (5 mM) and cell extracts prepared at indicated times (up to
90 min). shSCRMCF-7 cells were also exposed to H2O2 (500 mM, 15 min). Western blots confirmed PARP1 knockdown, and PAR and gH2AX formation. Protein
loading was confirmed by total H2AX (t-H2AX) and a-tubulin levels.
(F) Changes in relative ATP levels were measured in DMSO- or b-lap (6 mM)-treated stable shSCR or shPARP1 knockdownMCF-7 cells at indicated times (min), ±
DIC (50 mM).
All error bars are means ± SEM from three independent experiments. ***p < 0.001, **p < 0.01, *p < 0.05 (t tests).
See also Figures S4E–S4J.
(Figure 6A), our data strongly suggest that inhibiting PARP activ-
ity by rucaparib significantly impeded the repair of initial b-lap-
induced DNA lesions (DNA base, SSBs [Dong et al., 2010; Li
et al., 2011]), culminating in conversion of initial lesions to more
lethal non-repairable DSBs noted 24 hr later (Figure 7B).
PARP1 Inhibition Provides a Molecular Switch,Converting Programmed Necrosis to ApoptosisTreatment of MCF-7 cells with a lethal dose of b-lap alone (5 mM)
caused atypical PARP1 and p53 proteolytic cleavage, diagnostic
of programmed necrosis (Figure 7C, lane 6). Caspase activation
was not observed and addition of the pan-caspase inhibitor,
zVAD-fmk, had no influence on proteolysis or cell death (Fig-
ure 7C, lane 7). In contrast, under the synergistic conditions of
rucaparib (15 mM, 2 hr) + rucaparib (15 mM) + b-lap (2 mM) for
b-lap showed synergistic antitumor activity and a significant sur-
vival over single agents alone, with one mouse apparently cured
(Figures S7A–S7F). TheMiaPaCa2 and A549 data showed signif-
icant synergy at three doses of each agent (h = 0.86; SEM= 0.33)
(Chou and Talalay, 1984; Lee et al., 2007). Rucaparib + b-lap
showed no signs of methemoglobinemia (i.e., labored breathing,
lethargy in 45 min), noted with higher doses of b-lap (�30mg/kg,
i.v.) alone (Blanco et al., 2010; Huang et al., 2012). No signifi-
cant weight loss or long-term normal tissue toxicities (liver,
lung, pancreas, kidney, spleen, colon, etc.) by histopathology
at 45 days post-treatment were noted; the livers of treated mice
are shown as NQO1 levels are highest in livers of normal mice
(Figure S7H). Synergistic antitumor activity was noted at lower
doses of rucaparib (2.5mg/kg) with b-lap (22mg/kg) (Figure S7I).
The meager efficacy of rucaparib alone at 10mg/kg was variable
against A549 xenografts, as in Figure S7I. Elevated PARP hyper-
activation (PAR) and delayed DSB formation were noted after
b-lap alone, while suppressed PAR formation (PARP1 inhibition)
and earlier and greater DSB formation (elevated gH2AX) were
noted after rucaparib + b-lap (Figures S7D and S7J). Consistent
with a switch from b-lap-induced programmed necrosis in
NQO1+ A549 NSCLC tumors, dramatic NAD+ and ATP losses
were noted after b-lap (22 mg/kg) alone (Figures S7E and S7F),
but were blocked (NAD+/ATP levels maintained) by rucaparib.
NQO1+ A549 tumors were killed by DSB-induced apoptosis, as
shown by the elevated gH2AX levels in the tumors (Figures S7D
and S7J). Responses in associated normal tissue to b-lap alone
(small but significant PAR formation increase at 90 min) were
significantly suppressed by rucaparib, but without a major in-
crease in gH2AX (Figures S7D and S7J). Pharmacokinetics
showed that co-addition of rucaparib + b-lap did not alter b-lap
blood or tumor pools (Figures S7K and S7L). Rucaparib blood
Cancer Cell 30, 940–952, December 12, 2016 947
Figure 7. PARP Inhibitors Prevent DNA
Repair, IncreaseDSB Formation, and Switch
Cell Death Pathways in b-Lap-Exposed
NQO1+ Cancer Cells
(A and B) NQO1+ A549 NSCLC cells were
treated with rucaparib alone, b-lap alone, and/or
rucaparib + b-lap under the conditions outlined in
Figure 6. Cells were assessed for: total DNA le-
sions using alkaline comet assays (A). Comet tail
lengths in a.u. were monitored at various times
(min); and DSBs quantified by gH2AX foci/nuclei
using immunofluorescence at indicated times (hr)
(B). Sublethal (3 mM) and lethal (8 mM) b-lap doses
were used. Arrow indicates drug removal.
(C) NQO1+ MCF-7 cells were pretreated ±
rucaparib (15 mM, 2 hr), then exposed or not to
rucaparib (15 mM) + b-lap (2 mM), ± zVAD-fmk
(pan-caspase inhibitor, 75 mM) for 2 hr. Cells
were also exposed to staurosporine (STS,
1 mM, 18 hr) or b-lap (5 mM, 2 hr), ± zVAD-fmk
(75 mM) to detect apoptotic or programmed
necrotic (NAD+-Keresis) death pathways. After
24 hr, proteolytic markers of cell death were
assessed, including PARP1 (89 kDa for
apoptosis, �60 kDa for programmed necrosis),
p53 (�40 kDa for programmed necrosis), or
caspase-7 (apoptosis) cleavage, or a-tubulin for
loading control.
(D) NQO1+ A549 NSCLC or MiaPaCa2 PDA cells were pretreated ± rucaparib (15 mM, 2 hr), then ± rucaparib (15 mM) + b-lap (3 or 8 mM), ± zVAD-fmk
(75 mM) for 2 hr. Cells were also exposed to DMSO, b-lap (3 or 8 mM, 2 hr) or STS (1 mM, 18 hr), ± zVAD-fmk and monitored for caspase-3/7 activation after
48 hr. Graphed are means ± SEM from three experiments in (A), (B), and (D). Student’s t tests were performed. ***p < 0.001, **p < 0.01, *p < 0.05.
See also Figure S5E.
and tumor pharmacokinetics were not altered by b-lap (Fig-
ures S7K and S7M) and a significant accumulation (>10-fold) of
rucaparib in tumor tissue (Figure S7M), as noted in MiaPaCa2
xenografts (Figures S6G and S6H), using 15 mg/kg i.p. bolus in-
jections, was noted by Murray et al. (2014).
DISCUSSION
Here, we show that combining PARP inhibitors with the highly
tumor-specific DNA damaging agent, b-lap, results in synergy
at non-toxic doses of both drugs in NQO1+ overexpressing
NSCLC, PDA, and breast cancers, including TNBC. The combi-
nation exploits a unique therapeutic window driven by elevated
NQO1:CAT ratios in solid cancers. Combining a PARP inhibitor
with b-lap results in robust, NQO1-dependent, tumor-selective
SSBs, DSBs, and apoptosis in vitro and in vivo, with synergistic
antitumor efficacy in mice bearing NQO1+ pancreatic or NSCLC
orthotopic xenografts. Mechanistically, b-lap-induced DNA
lesion formation was significantly enhanced by: (1) maintained
levels of NAD(P)H pools that constantly refueled NQO1 redox
cycling of the drug and (2) blocked DNA repair due to PARP
inhibition. While b-lap addition afforded NQO1-selectivity to
PARP inhibitors, the combination significantly lowered the effica-
cious dose of b-lap, wherein dose-limiting methemoglobinemia
was avoided. Normal tissues were spared due to their extremely
low NQO1:CAT ratios.
The mechanism of action of b-lap (ARQ761) offers unique
features that can be exploited for synergy with DNA repair inhib-
itors or specific damaging agents. NQO1 bioactivatable drugs
are ideally suited to exploit elevated NQO1:CAT ratios in tumors
948 Cancer Cell 30, 940–952, December 12, 2016
via generation of supralethal H2O2 levels. Low NQO1:CAT ratios
in normal tissue offer protection, even from the drug’s robust
H2O2-mediated bystander effects (Cao et al., 2014). b-Lap
should avert drug resistance in NQO1 overexpressing cancers,
while allowing tumor-selective therapies of recalcitrant PDA
and NSCLC cancers. Analyses of NSCLCs growing >140 days
post-treatment with rucaparib + b-lap revealed NQO1+ cancers
but not NQO1� cancers, suggesting an effect of insufficient
drug levels rather than resistance. These drugs will be particu-
larly effective against early neoplasms that overexpress NQO1,
as in pancreatic intraepithelial neoplasia. Unlike other anticancer
agents, cells exposed to b-lap exhibit lethal responses indepen-
dent of cell cycle, p53 status (Bey et al., 2007, 2013; Moore et al.,
2015; Planchon et al., 2001), and/or oncogenic driver or passen-
ger mutations. All responses derive fromNQO1-dependent futile
redox cycling of the drug, where NQO1 expression/activity loss
(by *2 or *3 alterations) results in considerable inherent resis-
tance, but re-introduction of NQO1 restores hypersensitivity.
Of note are the fairly uniform LD50 values (1–5 mM) for b-lap
across individual cancer subtypes, even between cancers of
different origins (e.g., NSCLC, PDA, and breast).
PARP inhibitors offered synergistic killing of NQO1+ can-
cers, including lung, pancreas, and breast cancers. Selective
suppression of PARP1 expression, without affecting PARP2
levels (Dong et al., 2010), using shRNA-specific knockdown in
MCF-7 and MDA-MB-231 cells, strongly suggests that PARP1
is the most critical target, consistent with inhibitory effects on
PAR-PARP1 formation and NAD+/ATP losses. PARP inhibitors
prevented NAD+ loss, sustained NQO1 futile cycling of b-lap,
and caused elevated ROS/H2O2 levels with enhanced DNA
Figure 8. PARP Inhibitors Synergize with b-Lap against Orthotopic MiaPaCa2 PDA Xenografts
(A and B) Orthotopic MiaPaCa2 tumors were established in 20–22 g female NOD/SCID mice by injecting �1 3 106 cells into the pancreas. After 3 weeks, mice
were treated or not with rucaparib (15 mg/kg, i.p.) and after 2 hr with vehicle (HPbCD, i.v.) or HPbCD-b-lap (22 mg/kg, i.v.) by tail vein injections every day for five
injections. Mice recovered for 7 days, followed by another five daily injections. Representative mouse tumors at day 30 post-treatment, with averages ± SE of
with HPbCD alone treatment (log rank test). Synergy values (h = 0.86) were reported based on multiple dose responses, or on comparative p values indicated.
(C) Assessment of metastatic tumor nodules in livers of mice at day 30 post-treatment.
(D) Orthotopic MiaPaCa2 pancreatic tumor-bearing female NOD/SCID mice (three per group) were treated as in (A) and killed at indicated times (min). Blood,
tumor, and various normal tissues (including associated normal pancreas) were extracted and analyzed for drug levels and PAR-PARP and gH2AX formation with
b-actin loading. Experiments were repeated three times.
(E) Tumor tissues from (D) were assessed for NAD+ or ATP pools at 90min post-exposure. Graphed aremeans ± SEM from threemice in each group in (A), (C), (D),
and (E). Student’s t tests were performed. ***p < 0.001, **p < 0.01, *p < 0.05; ns, not significant.
See also Figures S6 and S7.
damage (e.g., DSBs), the repair of which was suppressed by
PARP inhibition. Cell death switched from caspase-indepen-
dent programmed necrosis by b-lap alone to NQO1-selective
caspase-mediated apoptosis after PARP inhibitors + b-lap.
The switch in mechanism from PAR formation and programmed
necrosis to DSB-induced apoptosis was noted in vitro and
in vivo. Importantly, combination therapy permitted use of low-
ered efficacious doses of b-lap, avoiding clinically significant
dose-limiting methemoglobinemia.
b-Lap afforded tumor-selective use of PARP inhibitors, selec-
tively killing NQO1+ while sparing NQO1� cells/tissues. Synergy
between PARP inhibitors and b-lap increased efficacy to kill
cells independent of p53 status, or overall oncogenic driver
mutations. MCF-7 and MDA-MB-231 cells were equally sensi-
tized by rucaparib + b-lap, yet these cells have wild-type versus
mutant p53 and estrogen receptor-positive versus triple-nega-
tive (estrogen receptor-, heregulin receptor 2-, and progesterone
receptor-) growth statuses, respectively. The drug combination
retains NQO1 dependency, where synergy was noted in >90%
mutant KRAS PDAs, but also equally effective against >80%
NSCLC, >60% breast, >60% prostate, >45% head and neck,
and >60%colon cancers, in whichNQO1 is elevated. In contrast,
normal tissue that typically express little or no NQO1 were resis-
tant to NQO1 bioactivatable drugs. Thus, this drug combina-
tion will greatly expand the efficacious use of PARP inhibitors
to additional NQO1+ cancers (Siegel and Ross, 2000). Anti-
apoptotic mechanisms might arise in tumors in response to
PARP inhibitor + b-lap therapy. However, overall cell death is still
triggered by PARP inhibitors + b-lap by excessive levels of H2O2,
at doses not likely to elicit resistance. We have not observed
Cancer Cell 30, 940–952, December 12, 2016 949
resistance to b-lap or other NQO1bioactivatable drugs inNQO1+
cancer cells, evenwhen 75%NQO1� cells were co-culturedwith
25% NQO1+ cells (Cao et al., 2014).
Our results have immediate translational applicability. b-Lap
is relatively new in clinical trials (ARQ761), but has shown
promising tolerability, pharmacokinetics, and responses Gerber
et al. (2014). Previous and ongoing clinical trials showed PARP
inhibitors were well-tolerated in clinical use, and one (olaparib)
was recently approved by the U.S. Food and Drug Administra-
tion for treatment of advanced ovarian cancer (Lee et al.,
2014). Based on our preclinical studies in vivo, concomitant syn-
ergy in toxicity was not noted compared with individual agents
(b-lap or rucaparib) alone, so that b-lap and rucaparib markedly
enhanced antitumor activity, improved survival compared with
either agent alone, but ultimately resulted in no increase in
toxicity to normal tissue or showed increased toxic side effects.
Rucaparib shows tumor-selective accumulation, ± b-lap, and
does not affect b-lap pharmacokinetics. Leveraging NQO1 bio-
activatable drugs to afford a significantly broader, tumor-selec-
tive use of PARP inhibitors in clinical trials is warranted.
EXPERIMENTAL PROCEDURES
Cell Culture
Breast and PDA cancer cells were obtained from the American Tissue Culture
Collection (ATCC) and lung cancer cells were generated by the UTSW-MD
Anderson SPORE in lung cancer (Skoulidis et al., 2015) or were from the
ATCC. Cells were grown as in Supplemental Experimental Procedures.
NQO1 Enzyme Activity Assays
NQO1 enzyme activities from cancer cells or tumor or normal tissues were
measured as dicoumarol-inhibited units (Li et al., 2011; Pink et al., 2000).
Xiumei Huang, Edward A. Motea, Zachary R. Moore, Jun Yao, Ying Dong, GaurabChakrabarti, Jessica A. Kilgore, Molly A. Silvers, Praveen L. Patidar, AgnieszkaCholka, Farjana Fattah, Yoonjeong Cha, Glenda G. Anderson, Rebecca Kusko, MichaelPeyton, Jingsheng Yan, Xian-Jin Xie, Venetia Sarode, Noelle S. Williams, John D.Minna, Muhammad Beg, David E. Gerber, Erik A. Bey, and David A. Boothman
Supplemental Data
1
2
Figure S1, Related to Figure 1:NQO1 is elevated in recalcitrant non-small cell lung cancer (NSCLC), pancreatic ductal adenocarcinoma (PDA) and high grade invasive breast adenocarcinoma, correlates with resistance to therapy and is elevated in recalcitrant and high-grade tumors. (A) Examples of immunohistochemical (IHC) staining of NQO1 levels and H&E in NSCLC, PDA, and high-grade breast adenocarcinomas. IHC staining, scale bar = 25 µm;H&E staining, scale bar =10 µm. (B, C) NQO1 activities from NSCLC patient tumor (T) versus associated normal lung (N) tissues from the same de-identified patient samples in Figure 1G. Data represent means ± SEM of ten patient samples. (D) NQO1 mRNA expression data from NSCLC patients before chemotherapy were divided into two groups, those: who experienced a clinical response (CR) (i); and who exhibited progressive disease (PD), despite treatment (ii). Mean NQO1 mRNA expression was higher in patients that did not respond to chemotherapy (p ≤ 0.006). Data presented are individual patient samples with lines indicative of average values for data points, that give highest and lowest data per condition. (E) NQO1 expression in PDA groups based on histologic grade showing higher NQO1 mRNA expression in grade 2 (p ≤ 0.03) or grade 3 (p ≤ 0.04) PanIN, compared to grade 1 lesions. Data presented are individual patient samples for G1, G2 and G3 PDA histological grades of pancreatic cancers, with lines indicative of average values for data points that give highest and lowest data per condition.
β-La
pach
one
LD50
(µ
M, 2
hr)
WT No Addition + Dic (50 µM)
0 2 4 6 8
10 12 14 16 18 20
Mia
Pac
a2
AS
PC
-1
CFP
AC
-1
BX
PC
-3
HS
766T
C
APA
N-2
C
APA
N-1
S
W19
90
HPA
FII
3.27
D
AN
-G
8988
T
S20
07
Tu89
02
PAN
C1
PAN
C1
+ N
QO
1 S
2-01
3 S
2-01
3 +
NQ
O1
��1"
��2"
>12 >15
TP53%KRAS%LRP1B%PTEN%
Notch4%WNK2%EGFR%
PIK3CB%TRIM33%ERBB3%MET%CDH1%FGFR2%Notch1%
ADAMTS2%NF1%
HRAS%FGFR3%p16%
pm B A
3
4
Figure S2, Related to Figure 2: β-Lap-induced lethality of human PDA and breast cancer cell lines is NQO1-dependent, independent of oncogenic driver or passenger mutations and differs from NSCLC cell line responses to docetaxel or pemetrexed. (A,B) Human pancreatic adenocarcinoma (PDA (A) or breast cancer (B) cells were exposed to varying concentrations of β-lap (0-20 µM, or as indicated, closed bars), with or without dicoumarol (DIC, 50 µM, open bars) for 2 hr, and survival was determined by 7-day DNA content assays. In a double blind manner, NQO1 polymorphism (pm) status was determined using assays specific for *2 or *3 NQO1 SNPs as in Figure 2. Genomic sequencing was performed on all cell lines, revealing a limited number of mutations as illustrated in Figure 2. To obtain mutation information, ‘maf files’ were downloaded from http://www.broadinstitute.org/ccle/home. Processing was done using custom scripts run in Python v2.6.6. Only mutations flagged as "Start Codon", "Stop Codon", "Frame", "Missense" or "Nonsense" were considered for further analyses. (C,D) Human NSCLC cell lines were exposed to continuous doses of docetaxel (C) or pemetrexed (D) as indicated. Survival was then determined and lethality expressed by reporting LD50 values (µM). Gene mutations reported are identical to those for β-lap responses (Figure 2). Note uniform LD50 values for β-lap against various NSCLC cells (Figure 2) vs docetaxel or pemetrexed (Figures S2C, S2D).
C D
Doc
etax
el S
ensi
tivity
(log
LD
50, µ
M)
Pem
etre
xed
Sen
sitiv
ity (l
og L
D50
, µM
)
0.0 0.5 1.0 1.5 2.0 2.50
20
40
60
80
100
Talazoparib (µM, 4 hr)
Rel
ativ
e S
urvi
val
(% T
/C)
No Additionβ-Lap (3 µM)β-Lap (3 µM)+DIC
*** ***
0 5 10 15 20 250
20
40
60
80
100
Veliparib (µM, 4 hr)
Rel
ativ
e S
urvi
val
(% T
/C)
No Additionβ-Lap (3 µM)β-Lap (3 µM)+DIC
0 5 10 15 20 250
20
40
60
80
100
Rucaparib (µM, 4 hr)
Rel
ativ
e S
urvi
val
(% T
/C) No Addition
β-Lap (3 µM)β-Lap (3 µM)+DIC
*** ***
0 5 10 15 200
20
40
60
80
100
Olaparib (µM, 4 hr)
Rel
ativ
e Su
rviv
al
(% T
/C)
No Additionβ-Lap (3 µM)β-Lap (3 µM)+DIC
**
*** ***
0 200 400 600 800 10000
5
10
15
20
NQO1 activity (U)
β-La
p LD
50
(µM
, 2 h
r)
Spearman corr. coef. = -0.69p value = 0.038
Spearman corr. coef. = -0.92p value = 0.0011
H596 NSCLC NQO1+ Clones
MiaPaCa2 Kd Clones
0 20 40 60 80 1000
2
4
6
8
10
Relative PARP1Activity Inhibition (%)
Dos
e E
nhan
cem
ent
Rat
io (D
ER
) R2=0.80, p=0.0392
-25 25 50 75 100-10
10
20
30
40
50
Relative PARP1 inhibition (%, T/C)
Dos
e En
hanc
emen
tR
atio
(DER
)Talazoparib
Rucaparib
Olaparib
AG143613-AB
Veliparib
R2=0.956, p=0.0039
0 5 10 15 200
20
40
60
80
100
Rucaparib (nM)
Rel
ativ
e PA
RP
1 ac
tivity
inhi
bitio
n (%
)
0 1 2 3 4 5 250
20
40
60
80
100
Talazoparib (µM, 4 hr)
Rel
ativ
e S
urvi
val
(% T
/C)
15
0 5 10 15 20 250
20
40
60
80
100
Veliparib (µM, 4 hr)
Rel
ativ
e Su
rviv
al
(% T
/C)
0 5 10 15 20 250
20
40
60
80
100
Rucaparib (µM, 4 hr)
Rel
ativ
e Su
rviv
al
(% T
/C)
0 5 10 15 20 250
20
40
60
80
100
Rel
ativ
e Su
rviv
al
(% T
/C)
Olaparib (µM, 4 hr)
G
D
A
J
B
H
K
C
L
E F
η=0.494
I
Figure S3, Related to Figure 3: Lethalities of the four most potent PARP inhibitors alone against A549 NSCLC cells, with PARP inhibitor dose-response studies in combination with the NQO1 bioactivatable drug, β-lapachone (β-lap). (A-D) Log-phase A549 NSCLC cells were exposed to various concentrations (µM) of: Rucaparib (A); Olaparib (B); Veliparib (C); or Talazoparib (D) for 4 hr (representing 2 hr pre-treatment and 2 hr co-treatments used in combination with β-lap). (E) Survey of relative PARP1 activity inhibition potential of indicated PARP inhibitors (10 nM) using purified recombinant Flag-tagged PARP1. Inhibition potential of each PARP inhibitor directly correlated with their ability to enhance β-lap lethality (DER), p=0.004, R2=0.83. See Supplemental methods for more details.
η=0.452
η=0.584
5
6
(F) Relative PARP1 inhibition was assessed for Rucaparib using recombinant PARP1 protein and standard PAR formation enzyme assays. (G) Dose enhancement ratios (DERs) at indicated concentrations of Rucaparib correlate with Rucaparib PARP1 activity inhibition at different concentrations in a cell-free PARP1 activity assay. See Supplemental methods for more details. (H-K) A549 NSCLC cells were pretreated with or without various doses (µM) of Rucaparib (H); Olaparib (I) ; Veliparib (J); and Talazoparib (K), as indicated for 2 hr. Cells were then exposed or not to each PARP inhibitor (µM) + a sublethal dose of β-lap (3 µM for A549 cells) for 2 hr. Survival was then assessed using 7-day relative survival DNA content assays. (L) Endogenous NQO1+ MiaPaCa2 cells were knocked down for NQO1 expression using stable shRNA-NQO1 retroviral expression Simultaneously, *2 homopolymorphic H596 NSCLC cells were transfected with a CMV-NQO1 mammalian expression vector. NQO1+ cells were NQO1- transfected with CMV-NQO1 for expression. All error bars are means ± SEM from three experiments. Student’s t tests were performed. ***, p < 0.001; **, p < 0.01; *, p < 0.05. Synergy values (eta, η) were reported based on multiple dose-responses or on comparative p values indicated.
0 2 4 61
10
100
β-Lap (µM, 2 hr)R
elat
ive
Surv
ival
(% T
/C)
shNQO1 17-3shNQO1 17-3+Rucaparib
shSCR
***
**
*shNQO1 17-3 17-7
α-tubulin
NQO1
A B
0 5 10 15 20 250
20
40
60
80
100
Rucaparib (µM, 4 hr)
Rel
ativ
e Su
rviv
al (%
T/C
)
MiaPaCa2
H596 NQO1+
MDA-MB-231 NQO1+
S2-013 NQO1+
C
D
7
8
0.0 0.5 1.0 1.5 2.00.01
0.1
1
β-Lap (µM, 2 hr)
shSCR shPARP1shSCR +RucaparibshPARP1+RucapribS
urvi
ving
Fra
ctio
n (T
/C)
0 1 2 3 40
20
40
60
80
100
β-Lap (µM, 2 hr)
shSCRshPARP1 *** ***
**
Rel
ativ
e AT
P Le
vel
(% T
/C)
0.0 0.5 1.0 1.5 2.00
20
40
60
80
100
β-Lap (µM, 2 hr)
Rel
ativ
e Su
rviv
al (%
T/C
)
shSCRshPARP1shSCR+DICshPARP1+DIC ***
NQO1+ NQO1-
NQO1
GAPDH
PARP1
PAR
α-tubulin
UT 10 20 30 60 90 120
β-Lap (6 µM, min)
t-H2AX
H2O
2
H2O
2
shSCR shPARP1 β-Lap (6 µM, min)
H
Short exp.
γ-H2AX (P-SER139)
UT 10 20 30 60 90 120
E F
J
I
G
0.0 0.5 1.0 1.5 2.00.01
0.1
1
β-Lap (µM, 2 hr)
NQO1+ shSCR NQO1+ shPARP1NQO1- shSCRNQO1- shPARP1
**
**
Surv
ivin
g Fr
actio
n (T
/C)
9
Figure S4, Related to Figures 4, 5: NQO1 expression loss results in resistance to β-lapachone, with or without PARP inhibitors and stable PARP1 knockdown sensitizes MDA-MB-231 breast cancer cells to β-lap in an NQO1-dependent manner. (A) MiaPaCa2 cells were knocked down for NQO1 by stable shRNA-NQO1 lentiviral infection. Stable MiaPaCa2 knockdown clones (17-3 and 17-7) were isolated and analyzed for NQO1 expression. α-Tubulin was used for loading. (B) Stable shSCR or shPARP knockdown 17-3 MiaPaCa2 cells were pretreated or not with Rucaparib (15 µM, 2 hr) and then exposed to Rucaparib (15 µM) in combination with varying doses of β-lap (0-6 µM) for 2 hr as indicated. Survival was then determined by 7-day DNA content assays. (C) NQO1 overexpressing MiaPaCa2 PDA, Suit-2 (S2-013) PDA, H596 NSCLC, and MDA-MB-231 breast cancer cells were treated for 4 hr with varying concentrations of Rucaparib (µM) and survival was assessed using 7-day relative survival DNA content assays. (D) A summary of the synergistic responses of non-small cell lung (NSCLC) (A549, NQO1+ H596), PDA (MiaPaCa2, NQO1+ Suit2 (S2-013)) and breast (MCF-7, NQO1+ MDA-MB-231) cancer cells following Rucaparib + β-lapachone therapy as described in Figure 4. Examination of sequenced mutations of major oncogenic driver or passenger mutations indicates a clear independence of synergistic lethal activity of Rucaparib + β-lap with respect to mutations in these genes (indicated in green). (E) Stable shSCR vector alone or shPARP1 knockdown MCF-7 cells were treated with various concentrations of β-lap (µM) in the presence or absence of dicoumarol (DIC, 50 µM) for 2 hr. Relative survival was then assessed. (F) Stable shSCR vector alone or shPARP1 knockdown MCF-7 cells were treated with or without various doses (0-4 µM) of β-lap for 2 hr and relative ATP levels were assessed at the end of this treatment. (G) Stable MDA-MB-231 cells harboring shSCR vector and shRNA-NQO1 knockdown were generated and knockdown confirmed by Western blotting. GAPDH is for loading control. (H) shSCR or shPARP1 knockdown MDA-MB-231 cells were exposed or not to β-lap (6 µM) and whole cell lysates prepared at times indicated. Samples were interrogated for PAR formation, γH2AX vs total-H2AX (t-H2AX) and α-tubulin for loading. Cells were also treated with 500 µM H2O2 for 15 min as the positive control. (I) Stable shSCR vs shPARP1 knockdown MDA-MB-231 cells expressing or lacking NQO1 were exposed to β-lap at various concentrations (µM) for 2 hr and surviving fractions assessed by colony forming ability assays. (J) MDA-MB-231-NQO1+ Cells were pretreated with or without 15 µM Rucaparib for 2 hr, then exposed or not to Rucaparib (15 µM) + various β-lap concentrations (µM) as indicated for 2 hr. Cells were then assessed for survival using colony forming assays as in (I). All error bars are means ± SEM from three experiments. Student’s t tests were performed. ***, p < 0.001; **, p < 0.01; *, p < 0.05.
Figure S5, Related to Figures 6-7: β-Lap-induced PARP1 hyperactivation in NSCLC cells was blocked by PARP inhibition via Rucaparib. (A) A549 NSCLC cells were pretreated with or without Rucaparib (15 µM, 2 hr), then exposed or not to β-lap at various doses, with or without dicoumarol (DIC, 50 µM) for 2 hr. Survival by colony forming assays were then assessed. (B) A549 NSCLC cells were pretreated or not with Rucaparib (15 µM, 2 hr), then exposed to β-lap (8 µM) with or without Rucaparib (15 µM) and whole cell extracts prepared at various times (min) post-exposure as indicated. Extracts were then interrogated for PAR formation with β-actin as loading. Relative PAR-PARP1 protein levels were quantified using NIH Image J and normalized to β-actin are given. (C) BRCA2-deficient CAPAN-1 cells were hypersensitive to Rucaparib. A549 NSCLC and MiaPaCa2 PDA cells, expressing wild-type BRCA1/2 were resistant. ***, p < 0.001 for curve of CAPAN-1 with Rucaparib treatment vs A549 and MiaPaCa2 with Rucaparib treatment. (D) NQO1 recycling assays were performed in which β-lap is substrate and cytochrome C is absent from the reaction. (E) A549 NSCLC cells were pretreated with or without Rucaparib (15 µM, 2 hr) and then exposed or not to Rucaparib (15 µM) + β-lap (3 µM) or β-lap (8 µM) for 2 hr. Drugs were then removed and cells were then assayed for caspase 3 cleavage, a marker of apoptosis, 48 hr later. Staurosporine (STS, 1 µM), a universal apoptosis-inducer, served as a positive control for Caspase 3 activation, and α-tubulin as a loading control. All error bars are means ± SEM from three experiments. Student’s t tests were performed. ***, p < 0.001.
Figure S6, Related to Figure 8: Weight loss changes and antitumor activities of Rucaparib + β-lapachone treatments in PDA animal model and pharmacokinetics (PK) of HPβCD-β-lap and Rucaparib in plasma and MiaPaCa2 pancreatic tumors (PDA). (A-D) MiaPaCa2 cells (1 X 106) were injected into the pancreatic tissue of NOD/SCID female 20-22 g mice and drug treatments began 21 days post-injection. (A) Changes in weights were monitored over a 20 day period after exposure with HPβCD (vehicle), Rucaparib (15 mg/kg, ip), β-lapachone (22 mg/kg, iv), as well as 2 hr pretreatment with Rucaparib (15 mg/kg, ip), then with β-lapachone (β-lap, 22 mg/kg, iv) once every day for 5 injections. Mice were allowed seven days rest, then treated with 5 additional injections. (B, C) Mice were pretreated 2 hr with 15 mg/kg Rucaparib (ip), then with 15 (B) or 10 (C) mg/kg β-lapachone (β-lap), iv. Overall survival was monitored. (D) Western blot analyses of tumor and normal tissue from orthotopic xenografts derived from MiaPaCa2 cells grown in female NOD/SCID mice treated with Rucaparib alone (15 mg/kg), β-lapachone alone (22 mg/kg) or the combination of Rucaparib + β-lapachone as in Figure 8D. Monitored are poly(ADP)-modified proteins (PAR), mostly PAR-PARP1, γH2AX as an indicator of DSB formation, and β-actin as a loading control. (E-H) Mice were dosed in combination with 15 mg/kg Rucaparib ip two hours prior to dosing with 22 mg/kg HPβCD-β-lap iv. At varying times after administration, the mice were sacrificed and whole blood and tumor tissues were harvested. Plasma was obtained from the whole blood by centrifugation and tumors were homogenized in PBS to generate a lysate. The plasma and tumor samples were then analyzed by LC-MS/MS. HPβCD-β-lap concentrations were measured in plasma (E) and tumor (F) over time for both types of treatment. Rucaparib concentrations were also measured in plasma (G) and tumor (H) for both types of treatment. Non-compartmental pharmacokinetic parameters are shown for maximum time (Tmax), maximum concentration (Cmax), half-life (T 1/2), area under the concentration time curve (AUC), volume of distribution (Vz), and clearance (Cl). All error bars are means ± SD from three mice in each group. Student’s t tests were performed. ***, p < 0.001; **, p < 0.01; *, p < 0.05; ns, not significant. Synergy values (eta, η) were reported based on multiple dose-responses or on comparative p values indicated.
12
13 13
60 80 100 1200
20
40
60
80
100
Time (day)
% S
urvi
val
HPβCD
Rucaparib (2.5 mg/kg)HPβCD-β-lap (22 mg/kg)
HPβCD-β-lap+Rucaparib
n=7
**
0 35
*
J
K
L
M
14
I
η=0.86
15
Figure S7, Related to Figure 8: PARP inhibitors synergize with β-lap against orthotopic A549 NSCLC xenografts, PARP inhibition by Rucaparib results in super-additive antitumor activity with β-lapachone (β-lap) against A549 NSCLC xenografts in NOD/SCID female mice, and Pharmacokinetics of HPβCD-β-lap and Rucaparib in plasma and A549 NSCLC tumors. (A, B) Orthotopic A549 NSCLC tumors expressing luciferase were established in 18-20 g female NOD/SCID mice by injecting ~1 X 106 cells, iv, tail vein. After 6 days, mice were treated or not with Rucaparib (10 mg/kg, ip). Rucaparib was given daily for 11 days. On day 7(t=0, cell injection), mice were injected with vehicle (HPβCD, iv) alone, or HPβCD-β-lap (22 mg/kg, iv, tail vein) every other day for a total of 5 injections over 10 days. Bioluminescence imaging (BLI) was used to monitor relative tumor volumes. Representative BLI images are shown at days 32 and 68 (A). Average tumor volumes were calculated at days 85 and 108 post-treatment (B). (C) Kaplan-Meier survival curves of animals treated in (A). **, p < 0.01; *, p < 0.05, β-lap (22 mg/kg) or combined treatment versus HPβCD alone treatment (log-rank test). (D) Orthotopic A549 NSCLC tumor-bearing female NOD/SCID mice (3/group) were treated as in (A) and sacrificed at indicated times (min). Blood, tumor and various normal tissues (including associated normal lung tissue) were extracted and analyzed for PAR-PARP1, γH2AX levels and loading using β-actin (Figure S7J). Relative levels of each biomarker were calculated using loading controls. Experiments were repeated at least three times. (E, F) Tumor tissues from (D) were assessed for relative NAD+ (E) or ATP (F) levels at indicated times (5 and 90 min). (G) Mice (5/group) were treated as described in Figure S7A-S7F. Tumor volumes were estimated using BLI imaging (means ± SEM, Figure S7B) and individual tumors in mice graphed as a waterfall plot as the differences in volumes from days 33 to 108. Change in BLI values were divided by 1 X 108 to fit values on scale. (H) Mice (3/group) were treated as described in Figure S7A-S7F, and day 45 following the last of the 5 treatments, mice were sacrificed and all organs examined for long-term toxicities to normal tissue. 10% formalin fixed and examined for toxicities. H&E staining for liver, scale bar = 0.5 cm. (I) Female NOD/SCID mice bearing A549 NSCLC lung cancer xenografts were exposed to vehicle or Rucaparib (2.5 mg/kg, ip) 1 hr, and then injected with or without β-lap (22 mg/kg, iv). Each group had 7 mice. Rucaparib was injected daily and β-lap injected every other day for 5 days over an 11-day period. A Kaplan-Meier survival curve was then constructed. (J) Mice were treated as described in Figure S7D, tumor and various normal tissues (including associated normal lung tissue) were extracted and analyzed for PAR-PARP1, γH2AX levels and loading using β-actin. Relative levels of PAR and γH2AX were calculated and graphed in Figure S7D. All error bars are means ± SEM from three mice in each group. Student’s t tests were performed. ***, p < 0.001; **, p < 0.01; *, p < 0.05; ns, not significant. (K-M) Mice were dosed with 10 mg/kg Rucaparib ip 1 hr prior to dosing with 22 mg/kg HPβCD-β-lap iv or 22 mg/kg HPβCD-β-lap was given alone. At varying times after administration of HPβCD-β-lap, mice were sacrificed and whole blood and tumor tissues harvested. Plasma was obtained from the whole blood by centrifugation and tumors were homogenized in PBS to generate a lysate. Plasma and tumor samples were then analyzed by LC-MS/MS. HPβCD-β-lap concentrations were measured in plasma (K) and tumor (L) over time for both types of treatment. Rucaparib concentrations were also determined for both plasma and tumor (M). Error bars on the graphs represent standard deviation between samples. Non-compartmental pharmacokinetic parameters are shown for maximum time (Tmax), maximum concentration (Cmax), half-life (T 1/2), area under the concentration time curve (AUC), volume of distribution (Vz), and clearance (Cl). Errors for the AUC values are represented by the standard error of the mean. Synergy values (eta, η) were reported based on multiple dose-responses or on comparative p values indicated.
16
Supplemental Experimental Procedures Cell Culture A majority of breast and PDA cancer cells were obtained from the American Tissue Culture Collection (ATCC, Manasas, VA), and all lung cancer cell lines were generated by the UT Southwestern-MD Anderson SPORE in lung cancer, or from the ATCC. All cells were cultured under 5% CO2-95% air atmosphere at 37 °C, generally in DMEM or RPMI (Life Technologies, Carlsbad, CA) containing 10% or 5% fetal bovine serum (Hyclone, Thermo Sci., Logan UT), as required. All cells were mycoplasma-free and MAP tested. NQO1 Enzyme Activities and Protein Levels NQO1 enzyme levels were monitoring cytochrome C (Sigma-Aldrich, St. Louis, MO) reduction as the terminal electron acceptor and menadione as the quinone electron donor as substrate (Sigma-Aldrich). Reactions were initiated with NADH addition. NQO1 activity to recycle β-lap was also assessed as described (Li et al., 2011; Pink et al., 2000) Tumor and associated normal de-identified patient samples were obtained from two IRBs: (i) the UT Southwestern Medical Center Tissue Resource (UTSTR), IRB# STU 102010-051 (PI: A Witkiewicz), where fresh frozen tissues for enzyme assays were obtained; and (ii) IRB STU 0142011-005 (PI: DE Gerber), ‘A Phase I dose-escalation study of ARQ 761 (β-lapachone) in adult patients with advanced solid tumors’, from which 10% formalin-fixed sections were stained for NQO1 expression and counterstained for H&E. PARP1 Enzymatic Assays and Dose Enhancement Ratio (DER) Calculations Cell-Free Purified PARP1 Enzymatic Assays. PARP1 activity was assessed in vitro using recombinant flag-tagged PARP1 enzyme. In a reaction buffer containing Tris-HCl (10 mM, pH 8.0) and MgCl2 (10 mM) was added purified Flag-PARP1 (10 nM) and purified DNA substrate containing blunt-ends and an internal synthetic abasic site (1000 nM, Sigma-Aldrich), which are known to bind and activate PARP1 (D’Silva et al., 1999; Khodyreva et al., 2010). After 15s incubation at room temperature, the reaction was initiated by addition of NAD+ (100 µM) with or without the indicated PARP inhibitors (10 nM) in Figure S3E or at varying concentrations of Rucaparib (0, 2.5, 5.0, 10, 15 nM) in Figures S3F, S3G. Enzymatic reactions were incubated at room temperature for 1 min and immediately quenched with ice-cold trichloroacetic acid (TCA, 20% w/v solution). Equal aliquots of each reaction were then loaded on to a nitrocellulose membrane using a dot blot apparatus. Membrane were then blocked with casein blocking solution (Sigma-Aldrich) for 1 hr at room temperature and processed using standard Western blot procedures: PAR antibody (1:500 dilution, Trevigen) at 4°C overnight; secondary anti-mouse antibody (1:1000, Sta. Cruz) for 1 hr at room temperature. PAR formation densitometry was measured via Image J, and PARP1 activity inhibition was calculated relative to no PARP inhibitor control. Linear regression correlation was calculated via Prism 7 software.
17
Dose Enhancement Ratio (DER) Calculations. Dose enhancement ratio (DER) calculations in Figure S3E were obtained as described in the equation shown below:
or the combination [β-lap (3 µM) + PARP inhibitors (~LD10)] were obtained via DNA assay as previously described. These values were then used in the equation described above to calculate the DER. Linear regression correlation was calculated via Prism 7 software. (See text for DER calculation for Figures S3F, S3G. Survival Assays Relative survival assays based on 7 day DNA content assessments were performed as described (Huang et al., 2012; Pink et al., 2000). Briefly, cells (1 X 104) were seeded onto 48-well plates, pretreated with PARP inhibitors (Selleck Chemicals, Houston, TX; Cayman Chemical, Ann Arbor, MI) or vehicle for 2 hr, and then co-treated with Rucaparab (15 µM) + β-lap (synthesized by us) at various doses, with or without dicoumarol (DIC, 50 µM) (Sigma-Aldrich) in 6 replicates per dose. After ~7 days growth, or once vehicle-treated cells reached 90% confluence, media were removed, cells washed, lysed by freeze-thaw, DNA stained by Hoechst 33258 dye (Sigma-Aldrich, 14530) and quantified by fluorescence (460 nm) in a Victor X3 (Perkin-Elmer, Waltham, MA) plate reader. For colony forming ability assays, cells were treated as described above at 500-1000 cells per 60 mm plates. After ~7 days, colonies were fixed in methanol and stained with crystal violet (C6158, Sigma-Aldrich). Colonies of >50 healthy appearing cells were counted and total colonies normalized to vehicle-treated cells. Western Blotting Lysates were prepared from cancer cells or homogenized tumor tissue in RIPA-containing buffer with protease (S8820, Sigma-Aldrich) and phosphatase inhibitors (sc45044, sc45045, Santa Cruz). Proteins were separated by 8% SDS-PAGE gels, transferred to PVDF membranes (IPVH00010, Millipore), blocked in casein buffer (B6429, Sigma-Aldrich) and incubated with primary antibodies overnight at 4 °C. Secondary antibody incubation was performed for 1 hr at room temperature with anti-mouse or anti-rabbit HRP conjugated antibodies (Santa Cruz). ECL chemiluminescent detection was then performed (Thermo Scientific, 34077) and density analyses were performed in NIH ImageJ with intensity normalization as indicated. Immunofluorescence Cells were grown on glass coverslips and treated with Rucaparib, β-lap or the combination as described in “Survival Assays”. Cells were fixed, washed, blocked in 1% BSA, (30 min, rm. temp.) in PBS with 5% normal goat serum (NGS, Jackson ImmunoResearch, West Grove, PA), incubated
18
with primary antibody in PBS/NGS overnight at 4 oC, and incubated with Alexa-Fluor conjugated secondary antibody (Life Technologies) for 1 hr at room temperature. Cells were then imaged on a Leica DM5500 fluorescent microscope and gH2AX foci/nuclei quantified. Pharmacokinetic Analyses of HPβCD-β-lap and Rucaparib in mice bearing A549 NSCLC Xenografts Pharmacokinetic studies were performed in NOD/SCID mice bearing orthotopic A549 lung cancer cells. Rucaparib was injected at 10 mg/kg via the intraperitoneal (ip) route. One hour after Rucaparib treatment, the mice were injected with HPβCD-β-lap (22 mg/kg) via tail vein (iv). Animals were sacrificed at different time points (from 5 to 60 min) after HPβCD-β-lap treatment. Whole blood and tumor tissue was harvested at the same time. The blood sample was separated by centrifugation for 10 min at 9600 x g and the plasma supernatant was saved. Tumor tissues were homogenized in PBS For standards, blank commercial plasma (Bioreclamation, Westbury, NY) or untreated tumor tissue homogenate was spiked with varying concentrations of compound. Standards and samples were mixed with a 2X volume of 100% acetonitrile containing 0.15% formic acid, vortexed, and then spun 5 min at 16,100 x g. The supernatant was removed and spun again and the resulting second supernatant was put into an HPLC vial with an insert and then analyzed by LC-MS/MS using an AB Sciex 3200 QTRAP® coupled to a Shimadzu Prominence LC. β-lap and Rucaparib were detected with the mass spectrometer in MRM (multiple reaction monitoring) mode by following the precursor to fragment ion transition 243.1 → 187.2 and 324.1 → 293.2, respectively. An Agilent Zorbax XDB-C18 column (50 x 4.6 mm, 5 micron packing) was used for chromatography with the following conditions: Buffer A: dH20 + 0.1% formic acid, Buffer B: MeOH + 0.1% formic acid, 1.5 mL/min flow rate, 0-1.5min 3%B, 1.5-2.5 min gradient to 100% B, 2.5-3.5 min 100% B, 3.5-3.6 min gradient to 3% B, 3.6-4.5 min 3% B. In general, back-calculation of standard curve and quality control samples were accurate to within 20% for 70% of these samples at concentrations ranging from 5 ng/ml to 10,000 ng/ml. Pharmacokinetic parameters from 0-1 hr for β-lap and 0-2 hr for Rucaparib were calculated using the non-compartmental analysis tool of Phoenix WinNonlin (Certara Corporation, Princeton, NJ). An unpaired t-test (GraphPad QuickCalcs, San Diego, CA) was used to test for significant differences in β-lap concentrations in the different treatment groups. Pharmacokinetic Analyses of HPβCD-β-lap and Rucaparib in mice bearing orthotopic MiaPaCa2 xenografts Pharmacokinetic studies were performed in NOD/SCID mice bearing orthotopic MiaPaCa2 pancreatic cancer cells. Rucaparib was injected at 15 mg/kg via the intraperitoneal (ip) route. Two hours after Rucaparib treatment, some of the mice were injected with HPβCD-β-lap (22 mg/kg) via tail vein (iv). Animals were sacrificed at different time points (from 5 to 240 min) after potential HPβCD-β-lap treatment. Whole blood and tumor tissue was harvested at the same time. Processing and analysis followed the same procedure outlined previously for A549 tumor bearing
19
mice except tolbutamide (transition 271.2 → 91.2) was included as an internal standard and β-lapachone levels were measured with an AB Sciex 4000 QTRAP®. Pharmacokinetic parameters from 0-4 hr for β-lap and 0-7 hr for Rucaparib were calculated using the non-compartmental analysis tool of Phoenix WinNonlin (Certara Corporation, Princeton, NJ). An unpaired t-test (GraphPad QuickCalcs, San Diego, CA) was used to test for significant differences in β-lap and Rucaparib concentrations in the different treatment groups. Microarray Expression Data, Processing and Analyses Gene expression data series were retrieved from the Gene Expression Omnibus (GEO) database on September 30, 2011 subject to the following criteria: Study included NSCLC tumor or cell lines of NSCLC origin, more than 50 samples in the full study, processed using the GeneChip Human Genome U133 Plus 2.0 expression array. A total of 8 series met these criteria and were included in the cohort for analysis: GSE2109, GSE8332, GSE10445, GSE10843, GSE14315, GSE18842, GSE19804, GSE31546. The assembled cohort included 327 NSCLC tumor samples, 105 normal lung and 128 NSCLC cell line specimens, for a total of 560 specimens. Within this assembled cohort were 105 matched-pair specimens from two independent studies, in which biopsies were taken from both tumor and adjacent normal lung for each NSCLC patient studied. The 560 specimen data files included in the cohort were downloaded as raw CEL files for post-processing together, following the standard gene expression data preparation workflow (Irizarry et al., 2003). We used the R package aroma.affymetrix, which uses persistent memory to allow analyses of very large datasets. Data were processed using the linear model from RMA, then fit robustly using probe level models as described (Robinson and Speed, 2007). Probe level models were fit to RMA-background corrected and quantile normalized data to obtain gene-level summaries. Gene-level summarization used the standard CDF provided by Affymetrix. The Welch's t-test for unequal variance was used to compute p values for the difference in the means. All analyses were performed in R. Statistical tests were performed using base R statistical functions, graphics were generated using the ggplot2 graphics package (Wickham, 2009). Response analyses in NSCLC patients We accessed NQO1 expression levels from RNAseq data in 467 lung adenocarcinoma (LUAD) cases from The Cancer Genome Atlas (TCGA: https://tcga-data.nci.nih.gov/tcga). From this dataset, we only included cases that: (1) were treated with standard of care chemotherapy (cisplatin and/or a taxol-based agent) and (2) contained information on patient response outcomes. Next, we separated cases into either clinical response (CR) or progressive disease (PD) groups as per Response Evaluation Criteria in Solid Tumors (RECIST) guidelines (Therasse et al., 2000), resulting in 71 total LUAD cases: 44 cases in the CR group and 27 cases in the PD group. Statistical significance was measured using a two-tailed Student’s t-test.
20
Histologic grade analyses in PDA patients We accessed NQO1 expression levels from RNAseq data in 128 pancreatic adenocarcinoma (PDA) cases from TCGA. Next, we analyzed cases that contained PDA histologic grade between Grade 1 and Grade 3 (G1-G3) (Kloppel et al., 1985). This filter resulted in 36 total PDA cases: 6 cases in G1 group, 21 cases in G2 group and 9 cases in G3 group. Statistical significance was measured using a two-tailed Student’s t-test. Statistical considerations in evaluation the combined effects of PARP inhibitors + β-lap therapies The effects of PARP inhibitors or β-lap alone, or combined treatment of PARP inhibitors + β-lap were examined using one-way ANOVA followed by two-group comparisons for continuous measures of log-rank tests for survival outcome measures in vivo. Synergistic effects in vitro and in vivo were easily established with multiple doses examined. Evaluations of ‘synergistic effects’ in vivo between PARP inhibitors and β-lapachone on tumor volumes and/or survival measurements in vivo were completed as dose-response curves (containing three doses) (Loewe, 1953; Chou and Talalay, 1984; Lee et al., 2007; and Tallarida, 2011).
Supplemental References D'Silva, I., Pelletier, J. D., Lagueux, J., D'Amours, D., Chaudhry, M. A., Weinfeld, M., Lees-Miller, S. P., and Poirier, G. G. (1999). Relative affinities of poly(ADP-ribose) polymerase and DNA-dependent protein kinase for DNA strand interruptions. Biochimica et biophysica acta 1430, 119-126. Khodyreva, S. N., Prasad, R., Ilina, E. S., Sukhanova, M. V., Kutuzov, M. M., Liu, Y., Hou, E. W., Wilson, S. H., and Lavrik, O. I. (2010). Apurinic/apyrimidinic (AP) site recognition by the 5'-dRP/AP lyase in poly(ADP-ribose) polymerase-1 (PARP-1). Proceedings of the National Academy of Sciences of the United States of America 107, 22090-22095. Therasse, P., Arbuck, S. G., Eisenhauer, E. A., Wanders, J., Kaplan, R. S., Rubinstein, L., Verweij, J., Van Glabbeke, M., van Oosterom, A. T., Christian, M. C., and Gwyther, S. G. (2000). New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada. Journal of the National Cancer Institute 92, 205-216.