Abstract
Interferon-γ (IFNγ) is a cytokine with limited evidence of benefit in cancer clinical trials to date. However, it could potentially play a role in potentiating anti-tumor immunity in the immunologically "cold" metastatic castration-resistant prostate cancer (mCRPC) by inducing antigen presentation pathways and concurrently providing targets for immune checkpoint blockade therapy. Moreover, it could additionally increase sensitivity to chemotherapy based on its pleiotropic effects on cell phenotype. Here, we show that IFNγ treatment induced expression of major histocompatibility class-I (MHC-I) genes and PD-L1 in prostate cancer cells in vitro. Furthermore, IFNγ treatment led to a decrease in E-cadherin expression with a consequent increase in sensitivity to chemotherapy in vitro. In an in vivo murine tumor model of spontaneous metastatic prostate cancer, IFNγ systemic pretreatment upregulated the expression of HLA-A and decreased E-cadherin expression in the primary tumor, and more importantly in the metastatic site led to increased apoptosis and limited micrometastases in combination with paclitaxel treatment compared to diffuse metastatic disease in control and monotherapy treatment groups. These findings suggest that IFNγ may be useful in combinatorial regimens to induce sensitivity to immunotherapy and chemotherapy in hepatic metastases of mCRPC.
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Introduction
Interferon-γ (IFNγ) is a multifunctional cytokine currently approved by the FDA for the treatment of osteopetrosis and chronic granulomatous disease1. As IFNγ also induces a strong antitumor immune response via T-helper 1 cell polarization, cytotoxic lymphocyte activation, and increased dendritic cell tumoricidal activity2, it was extensively evaluated as a single agent cancer immunotherapy in multiple clinical trials during the 1990s. However, it was associated with inconsistent results, and as a consequence eventually these efforts were largely abandoned. In the current era of immunotherapy, it is understood that these controversial results are largely due to the dual roles of IFNγ; it is also able to promote tumor development and progression, particularly by upregulating aggression and immune checkpoint molecules, such as the PD-1/PD-L1 axis3.
Conversely, one of the other major effects of IFNγ is upregulation of major histocompatibility class-I (MHC-I) gene expression and therefore in the setting of cancer, increased tumor antigen processing and presentation leading to improved T-cell recognition and cytotoxicity4,5,6,7,8. Several studies have shown a strong correlation between markers of antigen presentation and response to immune checkpoint blockers (ICBs) targeting the PD-1/PD-L1 axis9,10,11,12. This would make IFNγ a promising strategy in the case of relatively ‘’immune cold’’ cancers, such as metastatic castration-resistant prostate cancer (mCRPC), which is characterized by a low tumor mutational burden and few tumor infiltrating T cells, and are relatively resistant to ICBs13. Indeed, clinical trials of anti-PD-1/PD-L1 monotherapies in prostate cancer have exhibited limited benefit thus far, including a recent phase III randomized clinical trial of atezolizumab failing to meet its primary overall survival (OS) endpoint14,15,16,17. Moreover, with regards to the liver, which represents the second most common metastatic site for prostate cancer after bone and the one with the worst prognosis18, our current understanding is that its immunologic characteristics are unique in facilitating metastatic expansion via diminished immunity to neoantigens entering through the portal circulation19.
Metastatic cancers are not only frequently able to avoid immune surveillance, but also show resistance to chemotherapy either in a primary, intrinsic or a secondary, adaptive manner20. In the case of dormant micrometastases, our group has previously demonstrated that one of the factors conferring survival advantage with regards to avoidance of chemotherapy is E-cadherin re-expression in an autocrine or paracrine fashion21,22,23. This is particularly evident in the liver, where hepatocytes promote p38- and ERK-mediated phenotypic switching in mCRPC cells supporting tumor cell survival in the face of death signals24,25. This makes IFNγ even more promising as a potential part of a combinatorial treatment strategy in mCRPC, as it has been shown that decreased membranous expression of E-cadherin is evoked by IFNγ in a Fyn Kinase-dependent manner, and additionally, IFNγ-induced IFIT5 suppresses E-cadherin in prostate cancer via altered miRNA processing26,27.
Collectively, IFNγ treatment was recently shown to alter the expression of PD-L1 and E-cadherin28, and separately to also increase MHC-I expression29 in murine models of prostate cancer. A pro-metastatic role of the IFNγ pathway in promoting lung metastasis of prostate cancer has also been described27. However, these studies were based on primary tumors and did not address the question of how this affects chemotherapy. In this study we explored the effects of IFNγ in the induction of MHC-I and PD-L1 expression and the suppression of E-cadherin expression in preclinical models of mCRPC, as well as the impact of these effects on sensitivity of mCRPC to chemotherapy.
Results
IFNγ induces upregulation of MHC-I and PD-L1 and downregulation of E-cadherin in mCRPC cells
To test the effect of IFNγ on MHC-I, PD-L1 and E-cadherin expression in mCRPC cells, we evaluated one normal prostate cell line (RWPE) as well as different prostate cancer cell lines representing both androgen-dependent (LnCaP) and androgen-independent (DU145, PC3) subtypes of metastatic prostate cancer for their response to IFNγ (5 ng/mL, 48 h treatment). IFNγ at 5 ng/mL was deemed optimal in vitro as no additional changes in protein expression were observed with higher doses in the E-cadherin high cell line (Fig. S1). Furthermore, to achieve a better representation across the spectrum of cancer-associated epithelial-to-mesenchymal transition (cEMT), we specifically used cell line variants that express high and low E-cadherin in the DU-145 (DU-H, DU-L) and PC3 (PC3-H, PC3-L) cell lines. E-cadherin and PD-L1 levels or E-cadherin and MHC-I levels were measured via flow cytometry with and without membrane permeabilization in order to observe total and membranous expression, respectively. Treatment with IFNγ significantly increased both membranous and total expression of MHC-I and PD-L1 in benign RWPE cells as well as DU-H, DU-L, PC3-H and PC3-L cancer cells (Fig. 1A, Figs. S3, S4, S5C and S6C). Interestingly, no differences were observed in LnCaP cells (Fig. S7C) in PD-L1 or MHC-I expression. This is likely due to an impaired ability to initiate signaling through the IFNγ and IFN-α/β receptors secondary to lack of JAK1 expression, which functions downstream of IFN receptors30. This is unlikely due to AR sensitivity as the AR-responsive RWPE cells (Fig. S3) showed a similar response to IFNγ as the aggressive prostate lines (Fig. 1). The aforementioned results were corroborated quantitatively by immunoblotting and qualitatively by immunofluorescence (Fig. 1B–D, Figs. S5A,B, S6A,B and S7A,B).
Regarding changes in E-cadherin expression, IFNγ induced significant downregulation of total E-cadherin in benign RWPE cells and DU-H, DU-L, and PC3-H cancer cells (Fig. 1A, Figs. S3, S4 and S5C). On the other hand, there was no change in total E-cadherin expression in PC3-L cells (Fig. S6C), while there was a mild (10%) decrease in LnCaP cells (p = 0.10; Fig. S7C). Interestingly, while all cancer cell lines showed evidence of lower membranous E-cadherin expression after IFNγ treatment, statistical significance was only achieved for PC3-H, DU-L and DU-H cells (Figs. S4 and S5C) and no change was noticed in RWPE cells (Fig. S3). Strikingly, the decrease in membranous E-cadherin in PC3-H cells following IFNγ was almost 39% (p = 0.0007; Fig. S5C). Again, immunofluorescence and immunoblots further confirmed the aforementioned findings (Fig. 1B–D, Figs. S5A, B, S6A,B and S7A,B).
IFNγ potentiates response to chemotherapy in mCRPC in vitro
As stated above, it has been previously shown by our group that hepatocyte-induced E-cadherin re-expression in breast and prostate cancer cells leads to increased chemoresistance21. Thus, we next asked whether IFNγ-induced E-cadherin downregulation could effectively sensitize mCRPC cells to chemotherapy. Concordantly, we treated DU-H, DU-L, PC3-H, and PC3-L with IFNγ (5 ng/mL, 48 h treatment) prior to administration of combination treatment with 1 μΜ camptothecin (CPT) and 100 ng/mL tumor necrosis factor-related apoptosis inducing ligand (TRAIL). This combination of a cytotoxic chemotherapeutic agent with a death cytokine was selected because it is physiologically relevant as dormant prostate cancer metastases are resistant to death inducing signals, whether from chemotherapies or cytokines. Moreover, our group has previously shown that the aforementioned cell lines were more sensitive to concurrent treatment than monotherapy with any of these agents25. Cleaved caspase 3 was used as a surrogate marker for apoptotic activity and membranous E-cadherin was measured as previously described25. In all cases, cleaved caspase 3 was significantly increased in the IFNγ-pretreatment mCRPC cell lines illustrating increased sensitivity to chemotherapy after sensitization with IFNγ (Fig. 2). The most striking increase was observed in DU-L cells (164%, p < 0.0001) and then in sequential order in PC3-L (74.3%, p = 0.0003), PC3-H (73.3%, p < 0.0001) and DU-H (13.3%, p = 0.03). With regards to membranous E-cadherin expression in IFNγ-treated groups, PC3-L cells demonstrated a reduction by 43% (p = 0.005), DU-L and PC3-H cells showed small decreases which did not reach statistical significance, while DU-H showed a small, not significant increase (Fig. 2).
IFNγ decreases E-cadherin expression and potentiates response to chemotherapy in mCRPC in vivo
The next step was to address whether IFNγ-induced E-cadherin downregulation renders mCRPC more sensitive to chemotherapy in a preclinical murine model of spontaneous mCRPC liver metastasis. We injected DU-L cells into the spleen of mice, as our group has previously shown this to be a valid model to consistently produce liver metastases by day 18 post-injection25. Mice were divided into four treatment groups: control, single IFNγ dose on day 18, chemotherapy, and combination of IFNγ on day 18 and chemotherapy (Fig. 3A). For IFNγ, a dose sufficient to up-regulate HLA-A/PD-L1 and sensitize the tumor to paclitaxel rather than inducing a strong anti-tumor response was utilized. Based on those reported in the literature, we identified 1 µg per mouse31,32. The drug used was a taxane (paclitaxel, PAC), a class of chemotherapy suggested by the National Comprehensive Cancer Network for patients with advanced prostate cancer. More specifically, it was chosen based on prior literature on mice for dosing and also prior work from our group. Similarly to CPT, pre-treatment with IFNγ of mCRPC cells in vitro was associated with increased sensitivity to PAC (Fig. S8). Mouse weight was recorded prior to each drug injection to monitor for potential side effects; no obvious weight loss (> 5%) was observed in any of the mice. The mice were euthanized on day 30 after five rounds of PAC treatment.
All the primary tumors that arose upon intrasplenic injection produced hepatic metastases with the exception of one tumor treated with combination therapy, which did not lead to any detectable metastasis to the liver. Strikingly, all samples in control and PAC treatment groups, and 3/4 samples from IFNγ group, demonstrated a diffuse pattern of liver involvement with almost complete replacement of the organ by metastatic tumor (Fig. 3B, C). One sample from IFNγ group had only a small focus of micrometastasis, but also a well-circumscribed tumor nodule in the spleen, in contrast to the other mice that had diffuse infiltration of the spleen by tumor. Nevertheless, the 3 samples from the combination group that showed metastatic deposits, either had multiple small, well-circumscribed metastatic foci (2/4 samples) occupying less than 10% of the organ, or only rare micrometastases (1/4 samples). This difference in diffuse metastasis versus no metastasis/micrometastases between combination and all other groups combined was statistically significant (chi square test, χ2 = 13.39, df = 3, p = 0.0039). Consistently, E-cadherin expression was decreased in the combination group compared to control, while interestingly a trend was not only observed in the IFNγ group as expected but in the PAC group as well (Fig. 3B, E). Nevertheless, this decrease only reached the level of statistical significance in the liver and in the comparison between control and combinatorial treatment (Fig. 3E). This result clearly demonstrates that the pretreatment with IFNγ leads to a decrease in E-cadherin expression and sensitizes the liver metastases of mCRPC to chemotherapy.
We then pursued further mechanistic insight into the increased chemosensitivity of mCRPC in response to IFNγ by performing TUNEL assays to evaluate apoptosis. Apoptotic activity was significantly increased in PAC and combination groups compared to control and IFNγ, albeit there was no difference between PAC and combination groups (Fig. 3E).
Effects of IFNγ on MHC-I levels in mCRPC in vivo
To confirm that treatment with IFNγ induces upregulation of PD-L1 and MHC-I in liver metastases of mCRPC we measured the levels of the two markers by IHC (Fig. 3B, D and E). With regards to HLA-A, both IFNγ and combination treatment groups showed increased expression in the primary tumors in the spleen, although did not reach statistical significance (Fig. 3B, D). Interestingly, the combination group demonstrated a significant increase in HLA-A in the liver metastases and furthermore, the difference between IFNγ and combination groups was also significant (Fig. 3E). The pattern of staining was predominantly membranous, although some cytoplasmic staining could also be appreciated, a finding consistent with the extensive posttranslational modifications of the protein occurring predominantly in the Golgi apparatus33. Unfortunately, unlike in vitro findings, immunohistochemical staining with PD-L1 was minimal-to-absent in all four treatment groups, with a non-specific speckled pattern rather than membranous when present, both in the primary and in the metastatic setting, despite the use of a clinically validated antibody at a high concentration, prohibiting any further accurate analyses (Fig. S9).
Discussion
Herein, we explored the effects of IFNγ to promote the expression of MHC-I and PD-L1 in mCRPC preclinical models, as well as its potential to downregulate E-cadherin in order to render mCRPC more sensitive to chemotherapy. Among multiple prostate cancer cell lines, spanning diverse molecular subtypes both in terms of AR expression as well as position along the cEMT spectrum, we found that IFNγ upregulated MHC-I expression both in vitro and in vivo, and PD-L1 expression was upregulated in vitro (corroboration in vivo was not technically possible). Moreover, E-cadherin expression was reduced in response to IFNγ pretreatment, and this led to increased apoptosis, as measured based on cleaved caspase 3 levels, upon exposure of mCRPC cells to a combination of a chemotherapeutic drug with a death cytokine. Strikingly, the combination of IFNγ with subsequent administration of chemotherapy (PAC) led to limited metastatic disease (micrometastases) in vivo compared to the diffuse infiltration of the liver by metastatic tumors in the case of control and monotherapy with either IFNγ or PAC. The present work is a novel approach and makes it clear that IFNγ has potential as an agent that may provide targets for immunotherapy and concurrently increase the sensitivity of mCRPC to chemotherapy.
The study has a number of limitations and open questions for further study. The paradoxical mild and not statistically significant increase in membranous E-cadherin in DU-H cells after IFNγ treatment in the chemosensitivity assays could potentially be explained by the fact that mCRPC cells with lower expression of E-cadherin may be more easily damaged by chemotherapy25. Another limitation was the lack of PD-L1 staining in spleens and livers of mice from all groups despite the use of a clinically validated antibody. Nevertheless, this can be explained by the very rare/low expression of PD-L1 in mCRPC34, which means that even after IFNγ-induced PD-L1 upregulation, the PD-L1 levels might still fall under the analytical sensitivity of the IHC method. Alternatively, N-linked glycosylation of PD-L1 might potentially hinder its recognition by the PD-L1 antibody used, which means that a deglycosylation step would be required in order to prevent a false-negative result35. Utilizing the immune deficient NSG mice enabled investigations to maintain experiments on the human cell lines investigated in vitro as well as focus on the direct effects of IFNγ upon the tumor cells. However, a concurrent limitation with using this mouse model of metastatic human cancers is the inability to determine the efficacy of PD-1/PD-L1 blockers in combination with IFNγ or assess the role of immune cells in mediating the effects of IFNγ in combination with chemotherapy.
Although interest in IFNγ has waned over the last years in lieu of targeted agents and because of its confounding pro- and anti-tumoral actions, the failure of ICBs in the case of immune cold tumors such as mCRPC put it again into consideration. Recently, Zhang et al. reported their results from a phase 0 clinical trial of systemic IFNγ in two other immune cold tumors, synovial sarcoma and myxoid/round cell liposarcoma, where IFNγ resulted in increased MHC-I expression and significant T-cell infiltration with better tumor antigen presentation and less exhausted phenotypes of the TILs1. Furthermore, the IFNγ-induced PD-L1 upregulation which was traditionally considered a major player driving pro-tumoral effects of IFNγ, could potentially now represent the basis for powerful combinatorial approaches with ICBs, a phenomenon similar to the positive predictive value of an otherwise negative prognostic biomarker, HER2/neu amplification, in breast cancer. However, these in vitro and in vivo findings have to be tested in further preclinical studies and future clinical trials with particular attention to the optimal timing of IFNγ administration before the intervention with a PD-1/PD-L1 inhibitor.
Methods
Cell lines
DU145 (both variants herein termed DU-L [E-cadherin low expressing] and DU-H [E-cadherin high expressing]), PC3 (both variants herein termed PC3-L [E-cadherin low expressing] and PC3-H [E-cadherin high expressing]) and LnCaP human prostate cancer cell lines, and RWPE-1 normal prostate cell line, were purchased from the American Type Culture Collection (Manassas, VA, USA). DU-H/DU-L and PC3-H/PC3-L cells were maintained in DMEM and F-12 K media, respectively. LnCaP cells were maintained in RPMI 1640 media and RWPE-1 cells in Keratinocyte Serum Free Medium (K-SFM). Cells were seeded into 6-well plates and after 24 h treated with IFNγ (5 ng/mL) or control (PBS) for 48 h. Cells were harvested for immunoblot or flow cytometry, or fixed for immunofluorescence.
Immunofluorescence
Cells on coverslips were fixed in cold 2% paraformaldehyde in PBS, and then permeabilized in 0.2% Triton X-100 in PBS for 20 min. Cells were subsequently washed in PBS, blocked for 1 h at room temperature (RT) in PBS containing 2% bovine serum albumin (Sigma-Aldrich). Fixed cells were then incubated with the primary antibody in 2% BSA/PBS solution overnight at 4 °C. Cells were washed in PBS three times, and the secondary antibody was added in 2% BSA/PBS solution for 1 h at RT in the dark. Cells were washed three times in PBS and then incubated for 2 min in Hoechst 33342 solution, after which they were washed in PBS and mounted. Confocal images were obtained on an Olympus upright Fluoview 2000 confocal microscope (Center for Biologic Imaging, University of Pittsburgh, supported by NIH #1S10OD019973-01) using a 60x (UPlanApo NA = 1.42) or 20x (UPlanSApo NA = 0.85) objective. The primary antibodies used were rabbit anti-human cleaved caspase-3 (9661, Cell Signaling Technology), mouse anti-human E-cadherin (Clone 36, BD), mouse anti-human HLA Class 1 ABC antibody (EMR8-5, Abcam) and mouse anti-human PD-L1 (28-8, Abcam). Secondary antibodies used were goat anti-mouse Alexa Fluor® 488 or goat anti-rabbit Alexa Fluor® 647 (Life Technologies). Hoechst 33342 was applied for nuclei counterstaining.
Immunoblot
Whole-cell extracts were prepared by lysing cells for 15 min on ice in RIPA lysis buffer (50 mM Tris-HCl (pH 7.5), 150 mM NaCl, 1.0% NP-40, 0.1% SDS, and 0.1% Na-deoxycholic acid) supplemented with protease cocktail inhibitor (Thermo Fisher). Cellular lysates were assayed for protein concentration using Pierce™ BCA Protein Assay Kit in 96-well plates using a microplate reader. Whole cell lysates were separated through 7.5% SDS-polyacrylamide gels and transferred to nitrocellulose membrane (Bio-Rad Laboratories, Inc.). Membranes were blocked with 5% milk powder in 0.1% Tween 20 in 1 × Tris-Buffered Saline (TBST) for 1 h at RT followed by incubation with primary antibodies diluted in 5% milk/TBST. Pierce ECL Western blotting substrate (Thermo Scientific) was used to visualize protein levels with light sensitive-films (Thermo Scientific CL-XPosure Film). Immunoblots were quantified using ImageJ software. The following antibodies were used in this study: E-cadherin (24E10, Cell Signaling Technology and clone 36, BD), PD-L1 (E1L3N, Cell Signaling Technology), HLA Class 1 ABC (EMR8-5, Abcam), and GAPDH (D16H11, Cell Signaling Technology).
Flow cytometry
Cells were rinsed with warm PBS and harvested with a non-enzyme cell dissociation buffer (Life Technology). After centrifugation, cells were fixed with 2% paraformaldehyde in PBS for 30 min then rinsed with 1% FBS/PBS. For total expression, cells were permeabilized with 0.2% Triton X-100 in PBS for 20 min and subsequently washed in PBS. Both membranous and total expression samples were then incubated with an FcR Blocker along with the primary antibodies in 1% FBS/PBS for 30 min at 4 °C. They were then washed with 1% FBS/PBS and incubated with secondary antibodies for 30 min at 4 °C. The primary antibodies used were rabbit anti-human cleaved caspase-3 (9661, Cell Signaling Technology), mouse anti-human E-cadherin (Clone 36, BD), mouse anti-human HLA Class 1 ABC antibody (EMR8-5, Abcam) and rabbit anti-human PD-L1 (28-8, Abcam). Secondary antibodies used were goat anti-mouse Alexa Fluor® 647 or goat anti-rabbit Alexa Fluor® 488 (Life Technologies). Cells were sorted on BD FACSCalibur™ and analyzed with FlowJo (v10.6.2).
Chemoresistance assay
DU145 and PC3 cells were treated with 5 ng/mL IFNγ or control for 48 h and then serum starved overnight. Subsequently, cells were treated with a combination of 1 µM camptothecin (Sigma-Aldrich) or paclitaxel and 100 ng/mL recombinant human TRAIL (Life Technologies, PH1634) in serum-free medium for 4 h, prior to harvesting for flow cytometry. Staining for cleaved caspase-3 and membranous E-cadherin was performed as previously described25.
Mouse model of liver metastasis
Animal studies were conducted according to a protocol approved by as well as the guidelines and regulations of The Association for Assessment and Accreditation of Laboratory Animal Care-accredited Institutional Animal Care and Use Committees (IACUC) of the Veteran’s Administration Pittsburgh Health System. The IACUC stipulations were that once statistical significance was reach, no more animals should be inoculated. Seven-week old NOD/SCID gamma mice (00557, The Jackson Laboratory, Bar Harbor, ME) were used. After anesthesia with ketamine/xylazine, pain suppression with long-acting buprenorphine, and sterile surgical exposure of the spleen, half a million of DU145-L cells were injected into the spleen using a 27-gauge needle. The omentum was closed with a running stitch of absorbable suture and the skin wound with metal wound clips. At 2.5 weeks post-injection animals were randomly distributed into four groups: control (n = 4), IFNγ (n = 4), paclitaxel (n = 4) or IFNγ + paclitaxel (n = 4). At that point 0.005 μg/kg IFNγ was administered as a single dose in IFNγ and IFNγ + paclitaxel groups only. Paclitaxel (Fresenius Kabi, Lake Zurich, IL) was administered at 10 mg/kg body weight by i.p. every 2 days for a total 5 rounds. Mice were monitored for overall health. After 5 weeks the mice were euthanized using a carbon dioxide chamber consistent with AVMA Guidelines on Euthanasia.
Immunohistochemistry
Tumor sections were embedded in paraffin, and thin histologic sections (4–5 μm) were prepared and stained with hematoxylin and eosin following standard protocols (performed by the Pitt Biospecimen Core; P30CA047904). For all other stains, tissue sections were deparaffinized in xylene and rehydrated in ethanol following treatment in pre-heated target retrieval solution. Following washes, serum-free blocking solution was applied for 30 min at RT. Expression of E-cadherin, HLA-A, and PD-L1 was determined using rabbit monoclonal antibodies: E-cadherin (24E10; Cell Signaling Technology; 1:100), HLA-A (EP1395Y; Abcam; 1:200) and PD-L1 (28-8; Abcam; 1:100) in formalin fixed, paraffin-embedded tissue sections. The slides were counterstained with hematoxylin, dried and mounted with Permount. Micrographs of the morphology and expression of the markers were captured using the Olympus cellSens software (all at a magnification of × 400).
Slides were evaluated by an experienced pathologist. Positively stained tumor cells for E-cadherin or HLA-A were counted in at least five representative high power fields (HPF) for each tumor section. E-cadherin and HLA-A expression in tumor cells were analyzed using a membranous/cytoplasmic staining algorithm. The staining intensity was scored as 0 (no staining), 1 (weak staining), 2 (moderate staining), or 3 (strong staining) while extension (percentage) of expression were determined as 1 (< 10% cells), 2 (10–50% cells) or 3 (> 50% cells). The final scores for tumor tissues were determined by multiplying the staining intensity and reactivity extension values (range, 0–9).
Apoptosis assay
Terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining was performed using the ApopTag® Peroxidase in situ Apoptosis Detection Kit (EMD Millipore) according to the manufacturer’s instructions. The number of TUNEL-positive cells was counted in a minimum of five high power fields per slide (400 × magnification).
Statistical analysis
The data in the bar graphs indicate mean ± SD of fold changes in relation to control groups (at least three independent experiments). Statistical analyses were performed using GraphPad Prism 9 (GraphPad Software, Inc., CA, US). The Shapiro–Wilk test was used to test normal distribution of datasets. Two-sided Student t-test was used to compare the difference between two independent groups with a parametric data distribution. All of the results containing more than two conditions with a parametric data distribution were analyzed by analysis of variance (ANOVA) post-hoc test (with Tukey’s test to compare all pairs of conditions). Mann–Whitney U test was used to compare the difference between two independent groups with a nonparametric data distribution. Kruskal–Wallis test with post hoc Dunn’s test was applied for multiple comparisons among groups with a nonparametric data distribution. A chi-square test analysis was performed to analyze whether distributions of categorical variables differ from each other. Differences were considered to be statistically significant when the p value was below 0.05.
Data availability
The data generated for this study are available upon request from the corresponding authors.
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Acknowledgements
The authors thank members of the Wells and Clark laboratories for their informed suggestions and commentaries.
Funding
Support for this research was provided by the VA Merit Award Basic Laboratory Sciences Research Program. The funders had no input over any aspects of this work.
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D.K., A.M.C., and A.W. conceived the study, and contributed to the scientific hypotheses, experimental design, methodology, and data interpretation. D.K. and A.M.C. performed experimental work. D.K. wrote the manuscript. A.M.C. and A.W. reviewed and edited the manuscript.
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Korentzelos, D., Wells, A. & Clark, A.M. Interferon-γ increases sensitivity to chemotherapy and provides immunotherapy targets in models of metastatic castration-resistant prostate cancer. Sci Rep 12, 6657 (2022). https://doi.org/10.1038/s41598-022-10724-9
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DOI: https://doi.org/10.1038/s41598-022-10724-9
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