Abstract
Ivermectin is a widely used antiparasitic drug and shows promising anticancer activity in various cancer types. Although multiple signaling pathways modulated by ivermectin have been identified in tumor cells, few studies have focused on the exact target of ivermectin. Herein, we report the pharmacological effects and targets of ivermectin in prostate cancer. Ivermectin caused G0/G1 cell cycle arrest, induced cell apoptosis and DNA damage, and decreased androgen receptor (AR) signaling in prostate cancer cells. Further in vivo analysis showed ivermectin could suppress 22RV1 xenograft progression. Using integrated omics profiling, including RNA-seq and thermal proteome profiling, the forkhead box protein A1 (FOXA1) and non-homologous end joining (NHEJ) repair executer Ku70/Ku80 were strongly suggested as direct targets of ivermectin in prostate cancer. The interaction of ivermectin and FOXA1 reduced the chromatin accessibility of AR signaling and the G0/G1 cell cycle regulator E2F1, leading to cell proliferation inhibition. The interaction of ivermectin and Ku70/Ku80 impaired the NHEJ repair ability. Cooperating with the downregulation of homologous recombination repair ability after AR signaling inhibition, ivermectin increased intracellular DNA double-strand breaks and finally triggered cell death. Our findings demonstrate the anticancer effect of ivermectin in prostate cancer, indicating that its use may be a new therapeutic approach for prostate cancer.
Subject terms: Target identification, Endocrine cancer
Introduction
Prostate cancer is the most frequently diagnosed cancer among men and ranks as the second leading cause of cancer-related deaths in the United States of America, with more than 240,000 diagnoses and over 34,000 deaths annually [1]. With surgical resection, in combination with androgen deprivation treatment (ADT) when necessary, the 5-year survival rate of early-stage prostate cancer is 98%. However, once the disease has progressed to castration-resistant prostate cancer (CRPC), the survival duration is only 1–2 years on average [2]. Due to androgen receptor (AR) overexpression, mutation, and splice variants, AR can be reactivated, resulting in resistance to current antiandrogen drugs [3]. Genetic alterations of AR have been reported in up to 57.78% of advanced prostate cancer cases [4]. Despite several strategies that have been proposed to improve this situation, the prognosis for patients with CRPC remains poor [5, 6], thereby highlighting the need to develop new therapeutic agents/approaches.
Drug repositioning is a highly studied alternative strategy for the discovery and development of anticancer drugs. This strategy identifies new indications for existing pharmacological compounds. Ivermectin is a macrolide antiparasitic drug with a 16-membered ring derived from avermectin [7], which was approved by the Food and Drug Administration (FDA) for the treatment of onchocerciasis in humans in 1978 [8]. To date, ivermectin has been used by millions of people worldwide and exhibits a wide margin of clinical safety [9]. Recently, several studies have explored the potential of ivermectin as a new cancer treatment [9–11]. In breast cancer, ivermectin decreases p21-activated kinase 1 (PAK1) expression by promoting its degradation and inducing cell autophagy [12]. In ovarian cancer, ivermectin can block the cell cycle and induce cell apoptosis through a Karyopherin-β1 (KPNB1) related mechanism [13]. In leukemia, ivermectin preferentially kills leukemia cells at low concentrations by increasing the influx of chloride ions into cells, which triggers plasma membrane hyperpolarization and reactive oxygen species (ROS) production [14]. These results not only confirm the promising effect of ivermectin but also reveal its safety for tumor suppression through the in vivo analysis. However, the detailed mechanism and target of ivermectin underlying ivermectin-mediated tumor suppression remain to be further elucidated.
Here, we showed that ivermectin suppresses prostate cancer progression efficiently both in vitro and in vivo. We applied integrated profiling, including RNA-seq and Thermal proteome, that found pioneer factor Forkhead Box Protein A1 (FOXA1) and Non-homologous End Joining (NHEJ) repair executer Ku70/Ku80 were strongly suggested as the direct target of ivermectin in prostate cancer. Ivermectin interacts with these two proteins and blocks their biological function, which results in blockade of AR signaling transcription, E2F1 expression, and deficiency of DNA double-strand break (DSB) repair system, and thereby leads to G0/G1 arrest and trigger synthetic lethality. Our findings demonstrate both the effect and target of ivermectin in prostate cancer comprehensively and systemically, indicating that the use of ivermectin may constitute a new therapeutic approach for prostate cancer.
Results
Ivermectin preferentially inhibited the viability of AR-positive prostate cancer cells
To evaluate the effect of ivermectin in prostate cancer, we analyzed cell viability using MTT assays in AR-positive prostate cancer cell lines, LNCaP, C4-2, and 22RV1, AR-negative prostate cancer cell lines DU145 and PC-3, and nontumorigenic BPH-1 cells and human prostate primary stromal cells from patients with benign prostatic hyperplasia (BPH) [15]. As is shown in Fig. 1, ivermectin markedly decreased the viability of all prostate cancer cells in a dose-dependent manner. Compared to tumor cells, the IC50 of ivermectin in primary BPH cells was much higher. Moreover, the effect of ivermectin was more dramatic in AR-positive prostate cancer cells than in AR-negative prostate cancer cells. The IC50 value was 2–3-fold lower in LNCaP and C4-2 cells than in DU145 and PC-3 cells. Meantime, the 22RV1 also showed a dramatic response to ivermectin, suggesting that AR variants did not compromise the effect of ivermectin. Overall, our data revealed that ivermectin exerted a profound suppression of prostate cancer across different stages of the disease.
Ivermectin induced G0/G1 arrest, apoptosis, and DNA damage in prostate cancer cells
To further address ivermectin inhibition in prostate cancer cells, we explored the cell cycle distribution in response to ivermectin using flow cytometry. Consistent with the cell viability results, an ivermectin treatment of 48 h significantly arrested the cell cycle at the G0/G1 phase in LNCaP, C4-2, and 22RV1 cells (Fig. 2A). Meanwhile, in the high-dose group (12 μM), we observed marked sub-G1 peaks in C4-2 and 22RV1 cells, indicating that ivermectin could induce cell apoptosis (Supplementary Fig. S1A). Thus, we further explored the cell apoptosis rate after the ivermectin treatment using PI/annexin V staining. As expected, a high-dose ivermectin treatment for 48 h significantly induced apoptosis in LNCaP, C4-2, and 22RV1 cells (Fig. 2B and Supplementary Fig. S1A). In line with this, an obvious upregulation of apoptosis markers, cleaved-PARP, and cleaved-caspase-3, was detected in ivermectin-treated cells (Fig. 2C). Moreover, the colony formation further confirmed the significant cell suppression of ivermectin (Supplementary Fig. S2A).
Increased DNA damage is one of the most common characteristics of anticancer drugs. We used a comet assay to evaluate DNA damage levels after the ivermectin treatment. As is shown in Fig. 2D, the comet assay moment increased dramatically in a dose-dependent manner in ivermectin-treated LNCaP, C4-2, and 22RV1 cells. Moreover, an elevated expression of the DNA damage marker γH2A.X was observed after the ivermectin treatment in all three cell lines (Fig. 2D). DNA damage activates DNA damage response proteins, leading to senescence and apoptosis [16]. To understand better the cell fate after the ivermectin treatment, we also assayed cell senescence by β-galactosidase staining. An ivermectin treatment for 48 h had no obvious effect on senescence in any of the tested prostate cancer cell lines, LNCaP, C4-2, and 22RV1 (Supplementary Fig. S2B).
Based on the MTT assay, AR-negative DU145 and PC-3 cells were less sensitive to the ivermectin treatment. This observation was confirmed. Ivermectin treatment of 48 h had no markable effect on the cell cycle (Supplementary Fig. S3A), apoptosis, or DNA damage in DU145 cells (Supplementary Fig. S3B). Consistently, the comet assay showed that only a high-dose ivermectin treatment (12 μM) induced DNA damage, while low and median doses showed no effect (Supplementary Fig. S3C). The limited effects of ivermectin on the cell cycle, apoptosis, and DNA damage were also observed in PC-3 cells (Supplementary Fig. S3D and 3E).
22RV1 xenograft model was used to determine the effect of ivermectin on CRPC progression in vivo. Male mice bearing 22RV1 xenografts were castrated when tumors exceeded 300 mm3 and randomized to vehicle or ivermectin administered 10 mg/kg three times per week. Ivermectin significantly reduced 22RV1 tumor volume growth (n = 5, Fig. 2F), lowering Ki67 and PSA levels and increasing the γH2A.X level in tumor tissue (Fig. 2G and Supplementary Fig. S3F). In addition, the western blot analysis of tumor tissues further confirmed that ivermectin induced PCa cells' DNA damage and apoptosis in vivo (Supplementary Fig. S3G).
Taken together, these results revealed that ivermectin could inhibit prostate cancer progression in vitro and in vivo by inducing G0/G1 arrest, apoptosis, and DNA damage.
Ivermectin inhibited AR signaling in prostate cancer cells
Cell viability and functional assays highlighted the close relationship between ivermectin and the AR signaling pathway. Western blotting showed that ivermectin markedly reduced AR and prostate-specific antigen (PSA) protein expression in LNCaP and C4-2 cells (Fig. 3A). Real-time quantitative reverse transcription PCR (RT-qPCR) analysis of AR downstream targets supported the inhibition of the AR signaling pathway by ivermectin (Fig. 3B). Moreover, in addition to full-length AR (AR-FL), ivermectin also reduced the expression of AR variants (ARVs) and AR downstream targets in 22Rv1 cells (Fig. 3C, D). We tested the effect of ivermectin on ARVs in two other cell lines, LN95 and VCaP. Similar to its effect on 22RV1 cells, ivermectin decreased the expression of AR-FL and ARVs, and increased the expression of cleaved-PARP and γH2A.X (Fig. 3E), indicating that ivermectin was a competent inhibitor of both AR-FL and ARVs. To further identify the inhibition role of ivermectin on AR signaling pathway, the R1881 induction assay was subsequently performed. As is shown in Fig. 3F, ivermectin could compete with the increased AR transcription activity after R1881 treatment. Interestingly, the R1881 treatment only partially reversed ivermectin-mediated cell apoptosis and DNA damage (Fig. 3F), suggesting that there was an AR-independent pathway for the effect of ivermectin in prostate cancer. This observation was supported by cell cycle analysis. Ivermectin arrested cells at the G0/G1 phase either with or without the R1881 treatment (Fig. 3G).
In addition, we tested the combination of ivermectin and enzalutamide. The results showed that the IC50 of ivermectin in the combination treatment group was much lower than that in the ivermectin single drug group (Fig. 3H). Thus, the AR-dependent and AR-independent pathways would cooperate with each other for the tumor suppressive role of ivermectin. Together, our data indicate that ivermectin is a novel approach to suppressing AR signaling that drives resistance in CRPC.
Ivermectin downregulated the expression of E2F targets
To further explore the molecular association of ivermectin action in prostate cancer, we characterized the transcriptional profile altered by ivermectin by performing RNA-seq in C4-2 and 22RV1 cells treated with two different doses of ivermectin in a regular medium. Through checking the expression of several downstream targets of FL-AR and ARVs, we confirmed the inhibitory effect of ivermectin on FL-AR and ARVs signaling (Supplementary Fig. S4A–S4C). Further gene set enrichment analysis (GSEA) [17] revealed the positive enrichment of hallmark gene sets associated with apoptosis (e.g., apoptosis and the P53 pathway), and the suppression of gene sets related to proliferation, cell cycle, and DNA damage repair (e.g., E2F targets, the mitoticspindle, MYC targets V1/2, the G2M checkpoint, and DNA damage repair; Fig. 4A). After combining differentially expressed genes (DEGs) from these two cell lines, a total of 2997 concordant DEGs were identified (Fig. 4B) and the GSEA analysis was repeated. Among all the alterations, the E2F targets constituted the most dramatically and consistently downregulated set in both the C4-2 and 22RV1 cells (Fig. 4C). This observation was further confirmed by another database of transcription factor binding sites, TRANSFAC [18] (Fig. 4D). Moreover, our results showed that both the protein level (Fig. 4E) and mRNA level (Fig. 4F) of E2F1 decreased after administering the ivermectin treatment in a dose-dependent manner. E2F1 activity is important to drive the cell cycle from the G1 to the S-phase [19], consisting of our findings in cell functional analysis. To further explore the interaction between ivermectin and E2F1, the CETSA [20, 21] was performed. However, we failed to identify the interaction between ivermectin and E2F1 in C4-2 cells (Fig. 4G), indicating E2F1 was not a direct target of ivermectin. Collectively, these data suggested that ivermectin could target other proteins that regulate E2F1 expression at the transcriptional level.
Ivermectin interacted and blocked the function of pioneer factor FOXA1
FOXA1 is a pioneer transcription factor that functions to loosen the compact chromatin to facilitate the binding of steroid receptors such as estrogen receptors and AR [22]. A recent study showed that FOXA1 could promote G1 to the S-phase transit by acting as an upstream regulator of E2F1 [23]. These findings, along with the effect of ivermectin on prostate cancer, suggest that FOXA1 is a potential candidate target of ivermectin. To address this, the first step was to analyze the effect of ivermectin on FOXA1-regulated genes. We reanalyzed the RNA-seq data by GSEA. Using a FOXA1 gene signature from ChIP-seq [24], we found that both FOXA1 and FOXA1/AR consensus binding genes were significantly downregulated after ivermectin treatment in C4-2 cells (Supplementary Fig. S5A). Meantime, using another FOXA1 gene signature that was identified in the absence of androgens [25], we found the genes induced by FOXA1 significantly overlapped with those repressed by ivermectin (Fig. 5A, left). This observation was confirmed by RT-qPCR. FOXA1-induced genes decreased significantly in the ivermectin-treated group (Fig. 5B, left). However, the alteration of FOXA1-repressed genes was not significant (Fig. 5A, right). In contrast to FOXA1-induced genes, FOXA1-repressed genes oppose the action of AR signaling and are reported to correlate with epithelial-mesenchymal transformation (EMT) [25]. RT-qPCR showed that the expression of EMT-related genes, including MET, MMP7, and SOX9, decreased (Fig. 5B, right). Moreover, the western blot results showed that the expression of N-cadherin decreased consistently after the ivermectin treatment, while the expression of FOXA1 decreased only slightly (Fig. 5C). These results indicate that ivermectin could inhibit FOXA1 signaling activity without promoting cancer metastasis, unlike other drugs targeting FOXA1 [26].
Next, we explored how ivermectin inhibited FOXA1 expression in prostate cancer. ChIP–qPCR and FAIRE–qPCR were performed to explore DNA binding and chromatin accessibility alterations [27, 28]. As shown in Fig. 5D, the ivermectin treatment increased FOXA1 binding and decreased chromatin accessibility and AR binding on the ARE + FKHD sites of KLK3 and NKX3-1. Similar changes on the ARE + FKHD sites have also been reported by Jin et al. [27]. The authors concluded that excessive FOXA1 enlarges open chromatin regions, which serve as reservoirs that retain AR via abundant half-AREs, thereby reducing AR availability for specific sites. However, we found that although the FOXA1 binding of FKHD-only sites (E2F1 and MET) increased, chromatin was less accessible (Fig. 5E). These results were confirmed using the specific ARE + FKHD sites and FKHD-only sites derived from AR and FOXA1 ChIP-seq analysis (Supplementary Fig. S5B) [27]. Increased FOXA1 binding and decreased chromatin accessibility were observed after the ivermectin treatment (Supplementary Fig. S6A and S6B). In addition, FOXA1 siRNA transfection alleviated the effect of ivermectin on KLK3 and E2F1 mRNA expression (Fig. 5F). The ivermectin-induced cell cycle arrest, apoptosis, and DNA damage were also partially reversed (Supplementary Fig. S6C and S6D). Based on these findings, we considered that FOXA1 might be locked on chromatic but unable to loosen the compact chromatin in the presence of ivermectin, thereby inhibiting the transcription of FOXA1 targets, including E2F1 and AR signaling.
Third, the interaction between FOXA1 and ivermectin was evaluated using CETSA. Our results showed that ivermectin caused the thermal stabilization of FOXA1 in LNCaP and C4-2 cells, but did not affect the thermal stability of AR (Fig. 5G and H). An isothermal drug-response fingerprinting (ITDRF) assay showed a fingerprint consistent with the target engagement of ivermectin (Supplementary Fig. S6E, left). Increased thermal stability of FOXA1 (Fig. 5I, Supplementary Fig. S6E, right) and downregulation of FOXA1 target genes (Fig. 5J) were also identified in 22RV1 cells. In line with the results obtained for C4-2 cells, the effect of ivermectin on E2F1 expression was blocked by FOXA1 knockdown (Fig. 5K). Meanwhile, increased FOXA1 interaction decreased accessibility, and AR binding was observed in 22RV1 cells (Fig. 5L). Thus, ivermectin could target FOXA1 and reduce accessibility in ARV-positive situations.
The TPP-TR assay revealed that Ku70/Ku80 were additional targets of ivermectin
It is difficult to explain such remarkable cell inhibition after the ivermectin treatment via only targeting FOXA1. Many studies have revealed that ivermectin affects multiple signaling pathways in tumor cells and has been labeled as a “multitargeted” drug [9]. Herein, we performed CETSA in a temperature-range thermal proteome profiling (TPP-TR) format, in which protein stability is probed by a mass spectrum, to explore the target of ivermectin drugs comprehensively [29–33]. The 22RV1 cells were either treated or not with ivermectin (50 μM), and 4433 complete melting curves were obtained (Fig. 6A). The proteins with melting temperature differences (ΔTm) greater than ± 3 °C were then screened and subjected to KOBAS KEGG/GO analysis [34]. We found that targets related to the NHEJ repair pathway (KEGG) and cellular response to gamma radiation (GO) were significantly enriched (Fig. 6B). Ku70/Ku80 are important proteins for NHEJ repair. They form heterodimers and recruit DNA-protein kinase catalytic subunits (DNA-PKcs) to the damaged sites that initiate the rejoining of DSB ends [35]. The elevated thermal stabilization of Ku70/Ku80 was detected by TPP-TR (Fig. 6C) and confirmed by classic CETSA (Supplementary Fig. S7A), strongly indicating a direct interaction between ivermectin and the two NHEJ repair proteins. Moreover, we performed CETSA and ITDRF in LNCaP and C4-2 cells. Consistently, the ivermectin treatment increased the thermal stabilization of Ku70/Ku80 (Fig. 6D, E, Supplementary Fig. S7B and 7C). Together, these findings show that Ku70/Ku80 are additional targets of ivermectin.
Next, we examined whether the interaction between ivermectin and Ku70/Ku80 influences DNA DSB repair efficiency. The GSEA of gene ontology (GO) gene set revealed ivermectin could decrease the expression of genes associated with DNA repair, with pathway enrichment for DNA recombination repair, DNA recombination, and double-strand break repair (Fig. 7A). Through western blot, we found ivermectin decreased the expression of homologous recombination (HR) repair pathway executer BRCA1 and Rad51, and inhibited the recruitment of Ku70/Ku80 to the DNA damage site in C4-2 (Fig. 7B) and 22RV1(Fig. 7C) cells. The BRCA1 and Rad51 were reported as downstream targets of AR [36, 37], and their mRNA level was consistently decreased after ivermectin treatment (Supplementary Fig. S8A). In addition, we evaluated DSB repair efficiency using fluorescent reporter constructs, in which a functional GFP gene was reconstituted following an HR or NHEJ event [38]. As expected, the NHEJ and HR repair efficiencies were significantly reduced in ivermectin-treated cells (Fig. 7D, E).
Synthetic lethality has been identified between HR and NHEJ repair [35, 39]. Based on our results, the inhibition of Ku70/Ku80 recruitment was much more obvious at high doses of ivermectin (12 μM) (Fig. 7B, C), which is in line with the finding that ivermectin-induced apoptosis was most dramatic at high doses (Fig. 2B). We repeated the R1881 experiment with a high-dose ivermectin treatment and found that the R1881 treatment only increased the protein level of Rad51, but exerted no effect on Ku80. The increased HR repair decreased ivermectin-induced cell apoptosis (Supplementary Fig. S8B). Moreover, knockdown of Ku80 also reversed the DNA damage and apoptosis after ivermectin treatment (Supplementary Fig. S8C), confirming the essential role of Ku70/Ku80 in ivermectin-induced synthetic lethality. In AR-negative DU145 cells, CETSA confirmed that ivermectin also targeted Ku70 (Supplementary Fig. S8D). The ivermectin treatment did not decrease Rad51 expression but inhibited the recruitment of Ku70/Ku80 to the DNA damage site (Supplementary Fig. S8E). The existence of the HR repair pathway decreased the effect of ivermectin in DU145 cells (Supplementary Fig. S3B). Overall, these findings suggest that ivermectin could block NHEJ repair by targeting Ku70/Ku80 and HR repair by downregulating the expression of BRCA1 and Rad51, thereby triggering synthetic lethality in AR-positive prostate cancer cells.
Discussion
In this study, we reported that ivermectin, an antiparasitic drug, showed promising anticancer activity against prostate cancer progression. Ivermectin was primarily developed for the treatment of onchocerciasis caused by the parasite Onchocerca volvulus in poor populations around the tropics [10]. Recently, research has shed light on the potential of ivermectin as an antibacterial [40, 41], antiviral [42, 43], and anticancer agent [9, 11]. In particular, owing to its wide margin of clinical safety [44], ivermectin is an ideal candidate for drug repurposing and has been listed in the drug repurposing hub established by the Broad Institute [45]. Our results indicate that ivermectin inhibited dramatically prostate cancer in cell lines representing the hormone-sensitive stage (LNCaP), castration resistance stage (C4-2), and AR variant positive stage (22RV1). In addition, there is controversy regarding the cellular targets of ivermectin, and several alternative action mechanisms have been proposed. To address this issue, we performed an integrated analysis including RNA-seq and TPP-TR to identify the targets of ivermectin in prostate cancer. Our data strongly suggested that ivermectin could bind to FOXA1 and Ku70/Ku80 and inhibit AR signaling, E2F1 expression, and DNA damage repair activity, thereby leading to G0/G1 cell cycle arrest, DNA damage, and triggering synthetic lethality (Fig. 8).
In our study, ivermectin suppressed AR signaling in CRPC-and ARVs-positive CRPC cells. Targeting the AR signaling axis is the mainstay of prostate cancer therapy. However, stronger inhibition of AR signaling also leads to cancer cell resistance to antiandrogens. In the CRPC stage, AR undergoes changes in expression [4], structure [46], and intracellular localization [47]. These alterations cause AR signaling to reactivate and promote cancer cell proliferation even in the presence of secondary antiandrogens, such as enzalutamide or apalutamide [48]. Herein, we reported that ivermectin could continue blocking AR signaling in both CRPC-and ARV-positive CRPC cells. In contrast to other antiandrogens, ivermectin targets AR through two different mechanisms. First, ivermectin inhibited the AR transcription activity. Our results indicated that ivermectin could block the R1881-induced AR activity in LNCaP and C4-2 cells without significantly reducing AR levels in various prostate cancer cell lines. Second, ivermectin decreased the expression of AR. Nappi et al. proved that ivermectin promotes AR degradation by targeting HSP27 [49]. This combination effect of ivermectin makes it possible to overcome the reactivation of AR induced by overexpression and splice variants. Thus, ivermectin is considered a promising novel antiandrogen for the treatment of enzalutamide-resistant CRPC.
Our research revealed that ivermectin is a novel inhibitor of FOXA1, which blocks the AR and E2F1 signaling pathways. Wang et al. reported that the bromodomain and extraterminal domain (BET) inhibitor JQ1 could independently inhibit FOXA1 and promote prostate cancer invasion [26]. In our study, we identified that ivermectin targeted FOXA1 via CETSA. Ivermectin disturbed the pioneering function of FOXA1 and decreased chromatin accessibility. In contrast to JQ1, ivermectin also downregulated the expression of EMT genes, such as MET, MMP7, and SOX9, and did not induce EMT in prostate cancer. This suggests that the interaction of FOXA1 with ivermectin is different from its interaction with JQ1. Unlike ivermectin, JQ1 did not affect the binding of FOXA1 to its target genes but inhibited FOXA1 binding to repressors [26]. A recent large-scale integrative genomics study showed that the mutation frequency of FOXA1 is up to 41% in Asian populations [50]. The mutations of FOXA1 altered its pioneering activity, perturbing normal luminal epithelial differentiation programs and prompting prostate cancer progression [51]. Thus, targeting FOXA1 is a very important therapeutic strategy for CRPC treatment. Ivermectin should be further developed as a potent FOXA1 inhibitor.
Our analysis concluded that ivermectin can promote prostate cancer cell death by triggering synthetic lethality. TPP is a high-throughput method for accessing ligand binding in living cells based on the thermal stability of proteins [33, 52]. In our TPP-TR analysis, Ku70/Ku80 stood out as an additional target of ivermectin. The Ku70/Ku80 heterodimer is the DNA-binding component of DNA-dependent protein kinase and forms a ring that can specifically bind to exposed broken DNA ends, which is an early and upstream event of NHEJ [35, 53]. Our research showed that ivermectin inhibits the recruitment of Ku70/Ku80 to the DNA damage site, thus decreasing the NHEJ repair capacity. In addition, as downstream targets of AR, the HR repair genes BRCA1 and Rad51 could be repressed by AR inhibitors [36, 37] and were downregulated after the ivermectin treatment. As both are important for DSB repair, the concurrent inhibition of HR and NHEJ could lead to synthetic lethality [35, 39]. These results were further supported by RNA-seq analysis, as the P53 pathway was highly activated after the ivermectin treatment. The inhibition of Ku70/Ku80 is an important component of the carcinogenic inhibition of ivermectin in prostate cancer. Moreover, through ITDRF, we identified a lower ivermectin concentration for the saturated curve on both FOXA1 and Ku70/Ku80 in LNCaP cells than that in 22RV1 cells. The higher target binding affinity could explain the more dramatic suppression effect of ivermectin in 22RV1 cells and support the potential of ivermectin in the treatment of PCa patients with ARVs.
There is a major limitation of our research. The interactions between ivermectin and FOXA1 and Ku70/Ku80 were only identified by CETSA, thus we cannot rule out the possibility that these interactions are indirect. In the further, a second assay, such as surface plasmon resonance (SPR), will be performed to further confirm the findings from CETSA.
Conclusion
In summary, our results indicate that ivermectin suppressed the AR and E2F signaling pathways and DNA damage repair capacity by targeting FOXA1 and Ku70/Ku80 to inhibit cell proliferation and promote cell apoptosis in prostate cancer. These findings provide insight into both the effects and mechanisms of ivermectin as an anticancer agent. This raises the possibility of broadening the clinical evaluation of ivermectin for the treatment of prostate cancer.
Methods
Cell Culture
Prostate cancer cell lines LNCaP, VCaP, and 22RV1 were purchased from Procell Life Science & Technology Co. Ltd. (Wuhan, China). DU145 cell lines were purchased from the American Type Culture Collection (Manassas). C4-2 and LNCaP95 were kindly provided by Dr. Leland WK Chung (Cedars‐Sinai Medical Center, Los Angeles, CA) and Dr. Jun Luo (Johns Hopkins University, Baltimore, MD), respectively. VCaP cells were cultured in DMEM (Lonza), while other prostate cancer cells were cultured in RPMI 1640 (Corning). Media were supplemented with 10% FBS (Atlanta Biologicals) or charcoal‐stripped FBS (for LNCaP95 cell line) and 1% penicillin/streptomycin. The human prostate primary cells were generated from benign prostatic hyperplasia patients by us previously [15] and cultured in 50/50 Dulbecco’s modified Eagle’s medium (DMEM)/F12 (Corning), supplemented with 1 µg/mL insulin‐transferrin‐selenium‐X (Invitrogen), 0.4% bovine pituitary extract (Gibco), and 3 ng/mL epidermal growth factor (Gibco). All cell lines were authenticated by STR profiling and tested negative for mycoplasma contamination.
MTT assay
Prostate cancer cells and nontumorigenic human prostate primary cells derived from benign prostatic hyperplasia (BPH) patients [15] were seeded in 96-well plates. The cells were treated with ivermectin (Sellleck) at various concentrations with or without enzalutamide (Sellleck). Cells were then grown for a further 24, 48, or 72 h. Cell viability was evaluated by the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT, Sigma) assay as described previously [54].
Cell cycle analysis
Prostate cells were seeded in six-well plates and treated with ivermectin at indicated concentrations with or without enzalutamide for 48 h. Cell cycle distribution was analyzed with PI staining (BD Biosciences). The stained cells were acquired by flow cytometry (BD Biosciences) and analyzed by FlowJo software.
Cell apoptosis analysis
Prostate cells were seeded in six-well plates and treated with ivermectin at indicated concentrations for 48 h. Cell apoptosis was analyzed with FITC Annexin V Apoptosis Detection Kit (BD Biosciences). The stained cells were acquired by flow cytometry and analyzed by FlowJo software. The FITC Annexin V positive and PI negative or FITC Annexin V and PI positive were measured as apoptosis cells.
Western blot
Prostate cancer cells were lysed by RIPA buffer containing proteasome inhibitor cocktail (Sigma) or performed nucleocytoplasmic fractionation according to the manufacturer’s instructions (G-Biosciences). The samples were analyzed by immunoblotting with primary antibodies to: PARP (Cell Signaling Technology Cat# 9532, 1:1000), cleaved-caspase 3 (Cell Signaling Technology, Cat# 9664, 1:1000), γH2A.X (Cell Signaling Technology Cat# 2577, 1:1000), AR (Santa Cruz Biotechnology Cat# sc-7305, 1:1000), PSA (Cell Signaling Technology Cat# 5365, 1:1000), UBE2C (Cell Signaling Technology Cat# 14234, 1:200), E2F1 (Cell Signaling Technology Cat# 3742, 1:1000), FOXA1 (Cell Signaling Technology Cat# 53528, 1:1000), Ku70 (Cell Signaling Technology Cat# 4588, 1:1000), Ku80 (Cell Signaling Technology Cat# 2180, 1:1000), BRCA1 (Cell Signaling Technology Cat# 9009, 1:1000), Rad51 (Cell Signaling Technology Cat# 8875, 1:1000), Lamin B (Cell Signaling Technology Cat# 13435, 1:1000), and GAPDH (Santa Cruz Biotechnology Cat# sc-47724, 1:1000).
Comet assay
Prostate cancer cells were seeded in 12-well plates treated with ivermectin at indicated concentrations or doxorubicin (DU145 cells, positive control) for 48 h and collected for DNA damage analysis. DNA damage was quantified using a neutral comet assay by comet assay kit (Trevigen) following the manufacturer’s protocol.
Colony formation assay
Cells were plated at a density of about 5000 cells per well of six-well plates. Cells were treated with ivermectin at indicated concentrations for 10 days. The colonies were then fixed with 4% paraformaldehyde for 20 min and stained with 0.5% crystal violet solution for 20 min.
Senescence-associated (SA)-β-galactosidase cytochemical staining
Prostate cancer cells were plated into 12-well plates treated with ivermectin at indicated concentrations for 48 h. Then the cells were fixed in 4% paraformaldehyde and analyzed using an SA-β-Gal kit (Cell Signaling Technology).
Xenograft tumor model
BALB/c-nude mice (6–8 week old) were purchased from the Nanfang Hospital and maintained under pathogen-free conditions. The animal use protocol was approved by the Institutional Animal Care and Use Committee in Nanfang Hospital. 22RV1 cells (3 × 106) suspended in 150 μl medium were gently mixed with 150 μl of Matrigel (Corning) and then inoculated subcutaneously in the right flank region of each mouse. Castration was performed for the mice with a tumor volume of about 300 mm3 (n = 10), and treatment was initiated 4 days later. Tumor-bearing BALB/c-nude mice were randomly assigned into two groups and treated with ivermectin (10 mg/kg, three times per week) or vehicle (DMSO:EtOH:Kalliphor/PBS 1:1:8/10) without blinding. Tumor volume measurements were performed per 3 days and calculated by the formula length × width × depth × 0.52.
Histology and immunohistochemistry
Tumors were immediately fixed in 10% neutral buffered formalin for 24 h, progressively dehydrated in solutions containing an increasing percentage of ethanol, and embedded into paraffin blocks. Consecutive 4 μm sections were obtained from paraffin blocks. Sections were counterstained with hematoxylin and eosin (H&E), or immunoassayed using an antibody to Ki67 (Dako, M7240, 1:100), γH2A.X (Cell Signaling Technology Cat# 80312, 1:200) and PSA (Cell Signaling Technology Cat# 2475, 1:1000) through the immunoperoxidase technique.
Reverse transcriptase quantitative PCR (RT-qPCR)
Prostate cancer cells were seeded in six-well plates and treated with ivermectin at the indicated concentration for 48 h. RNA from cells was isolated by TRIzol Reagent (Invitrogen). Reverse transcription was performed with 1 μg RNA using PrimeScript RT reagent Kit (Takara). The cDNA was amplified with gene-specific primers (Supplemental Table S1) and SYBR Premix Ex Taq II kit (TaKaRa). Data were analyzed using a 2−ΔΔCt method.
RNA-seq and GSEA analysis
C4-2 and 22RV1 cells were treated with 8 or 12 μM ivermectin for 48 h, and total RNA was extracted by TRIzol Reagent for RNA-Seq analysis. The sequencing data were deposited in the NCBI’s Gene Expression Omnibus (GEO) database (GSE169356). Differentially expressed genes were identified by filtering, with a | log2(FoldChange)| > 1 and p adj < 0.05. GSEA was performed using the GSEA Java program (https://www.gsea-msigdb.org/gsea/index.jsp). Normalized-enrichment score (NES) and p values are shown in the figures.
ChIP–qPCR
ChIP assays were performed using a Pierce Agarose ChIP Kit (Thermo Fisher Scientific) according to the manufacturer’s protocol. FOXA1 (Abcam, #ab170933), AR (Abcam, #ab108341), and corresponding control IgG antibodies were used. The qPCR assays were carried out using the chromatin samples as prepared above. The primer sequences are listed in Supplemental Table 1.
Formaldehyde-assisted isolation of regulatory elements qPCR (FAIRE–qPCR)
FAIRE was performed as previously described [28]. Briefly, ivermectin-treated C4-2 and 22RV1 cells were crosslinked by formaldehyde, and the chromatin fractions were sheared and extracted identically as for ChIP. Input samples were reverse crosslinked overnight at 65 °C. The FAIRE samples and reverse crosslinked input samples were subjected to two sequential phenol/chloroform/isoamyl alcohol (25/24/1, Sigma) and one chloroform/isoamyl alcohol (24/1, Sigma) extractions. DNA was precipitated with ethanol and treated with RNase A (Invitrogen) for 30 min at 37 °C. Proteins were then digested by proteinase K and DNA-DNA cross-links were reversed by incubating overnight at 65 °C. FAIRE DNA was next purified by Zymo-I spin columns (Zymo) and detected by qPCR assay.
Cellular thermal shift assay (CETSA)
The CETSA assay was performed as previously described [47]. Prostate cancer cells were treated with 50 μM ivermectin for 1 h. Cells were suspended in PBS with protease inhibitors, and heated at the indicated temperature for 3 min. Samples were subjected to three freeze-thaw cycles freeze-thaw using liquid nitrogen and centrifuged. Supernatants were collected and detected by western blot.
Isothermal dose response fingerprint experiments (ITDRF)
Cells were divided into separate aliquots and exposed to compounds at a gradient concentration for 1 h in the incubator. Heat shock was performed at the indicated temperature for 3 min and lysed by three times freeze-thaw using liquid nitrogen. Following centrifugation at 20,000 × g for 20 min at 4 °C, supernatants were transferred to new tubes and detected by western blot.
siRNA transfection
FOXA1 or Ku80 siRNA and negative control siRNA were synthesized by Ribobio company. Lipofectamine 2000 (Thermo Fisher) was used to transfect these siRNAs into cells.
Temperature-range thermal proteome profiling (TPP-TR)
Target identification was performed by CETSA coupled with quantitative mass spectrometry using the standard protocol [33]. In brief, 22RV1 cells were treated with 50 μM ivermectin for 1 h and lysed by a combination of freeze/thaw. The supernatant was transferred into microtubes for MS-sample preparation. At least 100 µg of the protein of the lowest temperature group (measured with a BCA assay) and an equal volume of supernatants were subjected to be labeled by isobaric tandem mass tag 10-plex (TMT10) reagents corresponding to each temperature point. The pooled fractions from each experiment were analyzed using liquid chromatography Easy nLC system (Thermo Fisher Scientific) combined with Q Exactive plus spectrometer (Thermo Fisher Scientific). MS/MS raw files were processed using MASCOT engine (Matrix Science; version 2.6) embedded into Proteome Discoverer 2.2 (Thermo Fisher Scientific). The reference protein database used was the Uniprot_HomoSapiens_20367_20200226 database. The analysis of the protein quantification data from the ivermectin- and DMSO-treated samples is performed using the TR functionality of the TPP package by R.
DNA damage repair assays
Plasmids containing NHEJ, HR reporter cassettes, and pDsRed-N1 as the internal controls were kindly provided by Dr. Zhiyong Mao from the School of Life Science and Technology of Tongji University (Shanghai, China) [38]. Plasmids containing NHEJ or HR reporter cassettes were linearized by I-SceI restriction enzymes (NEB) and purified using GeneJET PCR purification kit (Thermo Fisher Scientific). Cells were transfected with 0.5 μg of NHEJ reporter construct or 2 μg of HR reporter construct, and 0.1 μg of pDsRed-N1 as an internal control by Turbofect (Thermo Fisher Scientific). After 6 h, the culture medium was replaced by fresh medium containing ivermectin (8 μM). Cells were analyzed by flow cytometry 48 h after transfection.
Statistical analysis
Statistical analysis was performed using GraphPad Prism (Version 8.2.1, for macOS, GraphPad Software). Data are presented as the mean ± SD. All the experiments were performed in duplicate or triplicate. A parametric t-test (two groups) and one-way ANOVA followed by Dunnett’s multiple-comparisons post-test (for more than two groups) were used when the datasets were found to be normally distributed, with F test comparison of variances or Bartlett’s test of equal variances, respectively. For the data in all figures, statistical significance was set at *P < 0.05, **P < 0.01, ***P < 0.001.
Supplementary information
Acknowledgements
We would like to thank Dr. Leland W.K. Chung for C4-2 cells and Dr. Jun Luo for LNCaP95 cells.
Author contributions
SL and ZeW carried out the cell function and molecular mechanism studies, participated in the sequence analysis, and drafted the manuscript. ML participated in the sequence analysis and performed the statistical analysis. YZ was in charge of the TPP-TR data analysis and participated in figure organization. JZ participated in the ChIP assay. LEP helped revise the manuscript. ZW and QW conceived of the study, and participated in its design and coordination, and helped to draft the manuscript.
Funding
This work was funded in part by China Postdoctoral Science Foundation 2020M682800 (to SL); by National Natural Science Foundation of China 82103276 (to SL), by Natural Science Foundation of Guangdong Province 2021A1515011023 (to SL); NIH grant R50 CA211242 (to LEP), and Department of Urology, University of Pittsburgh (to ZW).
Data availability
The sequencing data were deposited in the NCBI’s Gene Expression Omnibus (GEO) database (GSE169356).
Competing interests
The authors declare no competing interests.
Footnotes
Edited by Professor Stephen Tait
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
These authors contributed equally: Shidong Lv, Zeyu Wu.
Contributor Information
Zhou Wang, Email: wangz2@upmc.edu.
Qiang Wei, Email: qwei@smu.edu.cn.
Supplementary information
The online version contains supplementary material available at 10.1038/s41419-022-05182-0.
References
- 1.Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer Statistics, 2021. CA Cancer J Clin. 2021;71:7–33. doi: 10.3322/caac.21654. [DOI] [PubMed] [Google Scholar]
- 2.Halabi S, Kelly WK, Ma H, Zhou H, Solomon NC, Fizazi K, et al. Meta-analysis evaluating the impact of site of metastasis on overall survival in men with castration-resistant prostate cancer. J Clin Oncol. 2016;34:1652. doi: 10.1200/JCO.2015.65.7270. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Carceles-Cordon M, Kelly WK, Gomella L, Knudsen KE, Rodriguez-Bravo V, Domingo-Domenech J. Cellular rewiring in lethal prostate cancer: the architect of drug resistance. Nat Rev Urol. 2020;17:292–307. doi: 10.1038/s41585-020-0298-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Abida W, Cyrta J, Heller G, Prandi D, Armenia J, Coleman I, et al. Genomic correlates of clinical outcome in advanced prostate cancer. Proc Natl Acad Sci USA. 2019;116:11428–36. doi: 10.1073/pnas.1902651116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Rathkopf DE, Smith MR, De Bono JS, Logothetis CJ, Shore ND, De Souza P, et al. Updated interim efficacy analysis and long-term safety of abiraterone acetate in metastatic castration-resistant prostate cancer patients without prior chemotherapy (COU-AA-302) Eur Urol. 2014;66:815–25. doi: 10.1016/j.eururo.2014.02.056. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Davis ID, Martin AJ, Stockler MR, Begbie S, Chi KN, Chowdhury S, et al. Enzalutamide with standard first-line therapy in metastatic prostate cancer. N Engl J Med. 2019;381:121–31. doi: 10.1056/NEJMoa1903835. [DOI] [PubMed] [Google Scholar]
- 7.Campbell W, Fisher M, Stapley E, Albers-Schonberg G, Jacob T. Ivermectin: a potent new antiparasitic agent. Science. 1983;221:823–8. doi: 10.1126/science.6308762. [DOI] [PubMed] [Google Scholar]
- 8.Laing R, Gillan V, Devaney E. Ivermectin–old drug, new tricks? Trends Parasitol. 2017;33:463–72. doi: 10.1016/j.pt.2017.02.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Juarez M, Schcolnik-Cabrera A, Duenas-Gonzalez A. The multitargeted drug ivermectin: from an antiparasitic agent to a repositioned cancer drug. Am J Cancer Res. 2018;8:317–31. [PMC free article] [PubMed] [Google Scholar]
- 10.Crump A. Ivermectin: enigmatic multifaceted ‘wonder’drug continues to surprise and exceed expectations. J Antibiot. 2017;70:495–505. doi: 10.1038/ja.2017.11. [DOI] [PubMed] [Google Scholar]
- 11.Tang M, Hu X, Wang Y, Yao X, Zhang W, Yu C, et al. Ivermectin, a potential anticancer drug derived from an antiparasitic drug. Pharmacol Res. 2020;163:105207. [DOI] [PMC free article] [PubMed]
- 12.Dou Q, Chen H-N, Wang K, Yuan K, Lei Y, Li K, et al. Ivermectin induces cytostatic autophagy by blocking the PAK1/Akt axis in breast cancer. Cancer Res. 2016;76:4457–69. doi: 10.1158/0008-5472.CAN-15-2887. [DOI] [PubMed] [Google Scholar]
- 13.Kodama M, Kodama T, Newberg JY, Katayama H, Kobayashi M, Hanash SM, et al. In vivo loss-of-function screens identify KPNB1 as a new druggable oncogene in epithelial ovarian cancer. Proc Natl Acad Sci USA. 2017;114:E7301–E7310. doi: 10.1073/pnas.1705441114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Sharmeen S, Skrtic M, Sukhai MA, Hurren R, Gronda M, Wang X, et al. The antiparasitic agent ivermectin induces chloride-dependent membrane hyperpolarization and cell death in leukemia cells. Blood J Am Soc Hematol. 2010;116:3593–603. doi: 10.1182/blood-2010-01-262675. [DOI] [PubMed] [Google Scholar]
- 15.Chen W, Pascal LE, Wang K, Dhir R, Sims AM, Campbell R, et al. Differential impact of paired patient‐derived BPH and normal adjacent stromal cells on benign prostatic epithelial cell growth in 3D culture. Prostate. 2020;80:1177–87. doi: 10.1002/pros.24044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Lv S, Wen H, Shan X, Li J, Wu Y, Yu X, et al. Loss of KMT2D induces prostate cancer ROS-mediated DNA damage by suppressing the enhancer activity and DNA binding of antioxidant transcription factor FOXO3. Epigenetics. 2019;14:1194–208. doi: 10.1080/15592294.2019.1634985. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Mootha VK, Lindgren CM, Eriksson K-F, Subramanian A, Sihag S, Lehar J, et al. PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nat Genet. 2003;34:267–73. doi: 10.1038/ng1180. [DOI] [PubMed] [Google Scholar]
- 18.Kaplun A, Krull M, Lakshman K, Matys V, Lewicki B, Hogan JD. Establishing and validating regulatory regions for variant annotation and expression analysis. BMC Genomics. 2016;17:219–27. doi: 10.1186/s12864-016-2724-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Fang Z, Lin M, Li C, Liu H, Gong C. A comprehensive review of the roles of E2F1 in colon cancer. Am J Cancer Res. 2020;10:757–68. [PMC free article] [PubMed] [Google Scholar]
- 20.Jafari R, Almqvist H, Axelsson H, Ignatushchenko M, Lundbäck T, Nordlund P, et al. The cellular thermal shift assay for evaluating drug target interactions in cells. Nat Protoc. 2014;9:2100. doi: 10.1038/nprot.2014.138. [DOI] [PubMed] [Google Scholar]
- 21.Molina DM, Jafari R, Ignatushchenko M, Seki T, Larsson EA, Dan C, et al. Monitoring drug target engagement in cells and tissues using the cellular thermal shift assay. Science. 2013;341:84–87. doi: 10.1126/science.1233606. [DOI] [PubMed] [Google Scholar]
- 22.Gao S, Chen S, Han D, Barrett D, Han W, Ahmed M, et al. Forkhead domain mutations in FOXA1 drive prostate cancer progression. Cell Res. 2019;29:770–2. doi: 10.1038/s41422-019-0203-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Zhang C, Wang L, Wu D, Chen H, Chen Z, Thomas-Ahner JM, et al. Definition of a FoxA1 Cistrome that is crucial for G1 to S-phase cell-cycle transit in castration-resistant prostate cancer. Cancer Res. 2011;71:6738–48. doi: 10.1158/0008-5472.CAN-11-1882. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Sahu B, Laakso M, Ovaska K, Mirtti T, Lundin J, Rannikko A, et al. Dual role of FoxA1 in androgen receptor binding to chromatin, androgen signalling and prostate cancer. EMBO J. 2011;30:3962–76. doi: 10.1038/emboj.2011.328. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Jin H-J, Zhao JC, Ogden I, Bergan RC, Yu J. Androgen receptor-independent function of FoxA1 in prostate cancer metastasis. Cancer Res. 2013;73:3725–36. doi: 10.1158/0008-5472.CAN-12-3468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Wang L, Xu M, Kao C-Y, Tsai SY, Tsai M-J. Small molecule JQ1 promotes prostate cancer invasion via BET-independent inactivation of FOXA1. J Clin investig. 2020;130:1782–92. doi: 10.1172/JCI126327. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Jin H-J, Zhao JC, Wu L, Kim J, Yu J. Cooperativity and equilibrium with FOXA1 define the androgen receptor transcriptional program. Nat Commun. 2014;5:1–14. doi: 10.1038/ncomms4972. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Simon JM, Giresi PG, Davis IJ, Lieb JD. Using formaldehyde-assisted isolation of regulatory elements (FAIRE) to isolate active regulatory DNA. Nat Protoc. 2012;7:256. doi: 10.1038/nprot.2011.444. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Berglund UW, Sanjiv K, Gad H, Kalderen C, Koolmeister T, Pham T, et al. Validation and development of MTH1 inhibitors for treatment of cancer. Ann Oncol. 2016;27:2275–83. doi: 10.1093/annonc/mdw429. [DOI] [PubMed] [Google Scholar]
- 30.Dai L, Prabhu N, Yu LY, Bacanu S, Ramos AD, Nordlund P. Horizontal cell biology: monitoring global changes of protein interaction states with the proteome-wide cellular thermal shift assay (CETSA) Annu Rev Biochem. 2019;88:383–408. doi: 10.1146/annurev-biochem-062917-012837. [DOI] [PubMed] [Google Scholar]
- 31.Kitagawa M, Liao P-J, Lee KH, Wong J, Shang SC, Minami N, et al. Dual blockade of the lipid kinase PIP4Ks and mitotic pathways leads to cancer-selective lethality. Nat Commun. 2017;8:1–13. doi: 10.1038/s41467-017-02287-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Saei AA, Gullberg H, Sabatier P, Beusch CM, Johansson K, Lundgren B, et al. Comprehensive chemical proteomics for target deconvolution of the redox active drug auranofin. Redox Biol. 2020;32:101491. doi: 10.1016/j.redox.2020.101491. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Franken H, Mathieson T, Childs D, Sweetman GM, Werner T, Tögel I, et al. Thermal proteome profiling for unbiased identification of direct and indirect drug targets using multiplexed quantitative mass spectrometry. Nat Protoc. 2015;10:1567–93. doi: 10.1038/nprot.2015.101. [DOI] [PubMed] [Google Scholar]
- 34.Jin J, Zhang H, Kong L, Gao G, Luo J. PlantTFDB 3.0: a portal for the functional and evolutionary study of plant transcription factors. Nucleic Acids Res. 2014;42:D1182–D1187. doi: 10.1093/nar/gkt1016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Dietlein F, Thelen L, Reinhardt HC. Cancer-specific defects in DNA repair pathways as targets for personalized therapeutic approaches. Trends Genet. 2014;30:326–39. doi: 10.1016/j.tig.2014.06.003. [DOI] [PubMed] [Google Scholar]
- 36.Li L, Karanika S, Yang G, Wang J, Park S, Broom BM, et al. Androgen receptor inhibitor–induced “BRCAness” and PARP inhibition are synthetically lethal for castration-resistant prostate cancer. Sci Signal. 2017;10:eaam7479. [DOI] [PMC free article] [PubMed]
- 37.Thompson TC, Li L, Broom BM. Combining enzalutamide with PARP inhibitors: pharmaceutically induced BRCAness. Oncotarget. 2017;8:93315. doi: 10.18632/oncotarget.22074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Seluanov A, Mao Z, Gorbunova V. Analysis of DNA double-strand break (DSB) repair in mammalian cells. J Vis Exp. 2010;8:2002. [DOI] [PMC free article] [PubMed]
- 39.Burdak-Rothkamm S, Mansour WY, Rothkamm K. DNA damage repair deficiency in prostate cancer. Trends Cancer. 2020;6:974–84. [DOI] [PubMed]
- 40.Lim LE, Vilchèze C, Ng C, Jacobs WR, Ramón-García S, Thompson CJ. Anthelmintic avermectins kill Mycobacterium tuberculosis, including multidrug-resistant clinical strains. Antimicrobial Agents Chemother. 2013;57:1040–6. doi: 10.1128/AAC.01696-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Pettengill MA, Lam VW, Ollawa I, Marques-da-Silva C, Ojcius DM. Ivermectin inhibits growth of Chlamydia trachomatis in epithelial cells. PLoS ONE. 2012;7:e48456. doi: 10.1371/journal.pone.0048456. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Heidary F, Gharebaghi R. Ivermectin: a systematic review from antiviral effects to COVID-19 complementary regimen. J Antibiot. 2020;73:593–602. doi: 10.1038/s41429-020-0336-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Kosyna FK, Nagel M, Kluxen L, Kraushaar K, Depping R. The importin α/β-specific inhibitor Ivermectin affects HIF-dependent hypoxia response pathways. Biol Chem. 2015;396:1357–67. doi: 10.1515/hsz-2015-0171. [DOI] [PubMed] [Google Scholar]
- 44.De Sole G, Dadzie K, Giese J, Remme J. Lack of adverse reactions in ivermectin treatment of onchocerciasis. Lack Advers React Ivermectin Treat Onchocerciasis. 1990;335:1106–7. doi: 10.1016/0140-6736(90)92687-d. [DOI] [PubMed] [Google Scholar]
- 45.Corsello SM, Bittker JA, Liu Z, Gould J, McCarren P, Hirschman JE, et al. The Drug Repurposing Hub: a next-generation drug library and information resource. Nat Med. 2017;23:405–8. doi: 10.1038/nm.4306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Kumar A, Coleman I, Morrissey C, Zhang X, True LD, Gulati R, et al. Substantial interindividual and limited intraindividual genomic diversity among tumors from men with metastatic prostate cancer. Nat Med. 2016;22:369–78. doi: 10.1038/nm.4053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Lv S, Song Q, Chen G, Cheng E, Chen W, Cole R, et al. Regulation and targeting of androgen receptor nuclear localization in castration-resistant prostate cancer. J Clin Investig. 2020;131:e141335. doi: 10.1172/JCI141335. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Fujita K, Nonomura N. Role of androgen receptor in prostate cancer: a review. World J Men’s Health. 2019;37:288. doi: 10.5534/wjmh.180040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Nappi L, Aguda AH, Al Nakouzi N, Lelj-Garolla B, Beraldi E, Lallous N, et al. Ivermectin inhibits HSP27 and potentiates efficacy of oncogene targeting in tumor models. J Clin Investig. 2020;130:699–714. doi: 10.1172/JCI130819. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Li J, Xu C, Lee HJ, Ren S, Zi X, Zhang Z, et al. A genomic and epigenomic atlas of prostate cancer in Asian populations. Nature. 2020;580:93–99. doi: 10.1038/s41586-020-2135-x. [DOI] [PubMed] [Google Scholar]
- 51.Adams EJ, Karthaus WR, Hoover E, Liu D, Gruet A, Zhang Z, et al. FOXA1 mutations alter pioneering activity, differentiation and prostate cancer phenotypes. Nature. 2019;571:408–12. doi: 10.1038/s41586-019-1318-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Savitski MM, Reinhard FB, Franken H, Werner T, Savitski MF, Eberhard D, et al. Tracking cancer drugs in living cells by thermal profiling of the proteome. Science. 2014;346:1255784. [DOI] [PubMed]
- 53.Ai J, Pascal LE, Wei L, Zang Y, Zhou Y, Yu X, et al. EAF2 regulates DNA repair through Ku70/Ku80 in the prostate. Oncogene. 2017;36:2054–65. doi: 10.1038/onc.2016.373. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Lv S, Ji L, Chen B, Liu S, Lei C, Liu X, et al. Histone methyltransferase KMT2D sustains prostate carcinogenesis and metastasis via epigenetically activating LIFR and KLF4. Oncogene. 2018;37:1354–68. doi: 10.1038/s41388-017-0026-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
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Supplementary Materials
Data Availability Statement
The sequencing data were deposited in the NCBI’s Gene Expression Omnibus (GEO) database (GSE169356).