Abstract
The polybromo-associated PBAF (SWI/SNF) chromatin remodeling complex, which includes PBRM1, ARID2, and BRD7, regulates cell differentiation and genomic integrity. MUC1-C is an oncogenic protein that drives lineage plasticity in prostate cancer (PC) progression. The present work demonstrates that MUC1-C induces PBRM1, ARID2, and BRD7 expression by the previously unrecognized E2F1-mediated activation of their respective promoters. The functional significance of the MUC1-C→PBAF pathway is supported by demonstrating involvement of MUC1-C in associating with nuclear PBAF and driving the NRF2 antioxidant gene transcriptome in PC cells. Mechanistically, MUC1-C forms a complex with NRF2 and PBRM1 on the NRF2 target SLC7A11 gene that encodes the xCT cystine-glutamate antiporter, increases chromatin accessibility and induces SLC7A11/xCT expression. We also show that MUC1-C and PBRM1 are necessary for induction of other NRF2 target genes, including G6PD and PGD that regulate the pentose phosphate pathway. Our results further demonstrate that MUC1-C integrates activation of PBRM1 with the regulation of antioxidant genes, ROS levels, pluripotency factor expression and the cancer stem cell (CSC) state. These findings reveal a role for MUC1-C in regulating PBAF, redox balance and lineage plasticity of PC CSC progression. Our findings also uncover involvement of MUC1-C in integrating the PBAF and BAF pathways in cancer.
Subject terms: Cancer stem cells, Prostate cancer, Epigenetics
Introduction
The BAF and polybromo-associated BAF (PBAF) chromatin remodeling complexes of the SWI/SNF family are essential for mammalian gene transcription and development [1]. The PBAF complex, which includes BRG1, PBRM1/BAF180, ARID2/BAF200 and BRD7, regulates cell differentiation and genomic integrity [1]. PBRM1 is a bromodomain-containing protein of importance for DNA damage-induced transcriptional repression and DNA repair [2, 3]. PBRM1 also regulates genes involved in the oxidative stress response and the induction of apoptosis [4]. In addition, PBRM1 has been associated with conferring resistance to T cell-mediated killing of tumor cells by suppressing interferon-activated gene expression [5–7]. Other studies have implicated ARID2 in regulating interferon-induced genes, providing additional support for potential involvement of PBAF in the immune response [8]. Pleotropic activities of the PBAF complex also include binding of BRD7 to BRCA1 and regulating BRCA1-mediated transcription [9]. Additionally, the BRG1 ATPase, which is common to the PBAF and BAF complexes, plays a role in targeting PBAF on chromatin and in the remodeling of nucleosomes [1, 10, 11].
The oncogenic MUC1-C protein promotes lineage plasticity in the progression of castrate resistant prostate cancer (CRPC) to neuroendocrine prostate cancer (NEPC) by driving NE dedifferentiation, self-renewal capacity, and tumorigenicity [12]. MUC1-C has been linked to hallmarks of the cancer cell by inducing the epithelial–mesenchymal transition (EMT), epigenetic reprogramming, and the cancer stem cell (CSC) state [13, 14]. MUC1-C binds directly to the MYC HLH/LZ domain and activates MYC target genes that encode components of the Polycomb Repressive Complex 1 [15, 16]. In this way, MUC1-C drives BMI1 expression and H2A ubiquitylation [15]. MUC1-C also interacts with E2F1 in inducing expression of the PRC2 components EZH2, SUZ12 and EED, and promoting H3K27 trimethylation of tumor suppressor genes [13, 17]. Involvement of MUC1-C→E2F1 signaling in epigenetic reprogramming of PC stem cells has been extended by the demonstration that this pathway activates the embryonic stem cell BAF (esBAF) complex, which includes BRG1, ARID1A, BAF60a, BAF155, and BAF170 [18]. The significance of the MUC1-C→E2F1→esBAF pathway has been supported by induction of (i) the NOTCH1 effector of CSC function, (ii) the NANOG pluripotency factor, and (iii) PC CSC self-renewal [18].
There is no known association between MUC1-C and the PBAF complex. Accordingly, studies to investigate their potential interactions were performed in MUC1-C-driven cell models of CRPC and NEPC progression [12, 18]. We report the unrecognized findings that MUC1-C→E2F1 signaling activates the PBAF components PBRM1, ARID2, and BRD7. The importance of the MUC1-C→E2F1→PBAF pathway is supported by its involvement in the regulation of NRF2 target genes, redox balance, and the PC CSC state. Our findings also support a role for MUC1-C in integrating the PBAF and BAF pathways.
Results
MUC1-C is necessary for PBAF expression in human cancer cells
MUC1-C promotes lineage plasticity in the progression of CRPC cells [12]. The PBAF complex, which consists in part of PBRM1, ARID2, and BRD7, regulates cell differentiation [1]. To investigate whether MUC1-C regulates PBAF in association with CRPC lineage plasticity, we inducibly silenced MUC1-C in DU-145 CRPC cells and found decreases in PBRM1, ARID2, and BRD7 mRNA (Fig. 1A) and protein (Fig. 1B). Stable silencing of MUC1-C with MUC1sgRNAs (Fig. 1C) or a MUC1shRNA (Supplementary Fig. S1A) also resulted in downregulation of PBRM1, ARID2, and BRD7. Similar results were obtained in the response of androgen-independent LNCaP-AI PC cells to MUC1-C silencing (Fig. 1D, E). In support of these loss-of-function studies, induction of MUC1-C in MUC1-null LNCaP PC cells increased PBRM1, ARID2, and BRD7 expression (Fig. 1F). In addition, we found that silencing MUC1-C in (i) NCI-H660 neuroendocrine PC (NEPC) cells (Fig. 1G), (ii) BT-549 triple-negative breast cancer (Supplementary Fig. S1B) and (ii) SW620 colorectal cancer (CRC) (Supplementary Fig. S1C) cells results in downregulation of PBRM1, ARID2, and BRD7. The MUC1-C cytoplasmic domain is a 72 amino acid intrinsically disordered protein that includes a CQC motif, which is necessary for MUC1-C homodimerization and nuclear localization [13]. The cell-penetrating GO-203 peptide targets the CQC motif and blocks MUC1-C function [19]. In concert with the effects of silencing MUC1-C, treatment of LNCaP-AI, DU-145 and NCI-H660 cells with GO-203 decreased expression of PBRM1, ARID2, and BRD7 (Supplementary Fig. S1D). In addition, induction of MUC1-C with mutation of the CQC motif to AQA abrogated MUC1-C-induced PBRM1, ARID2, and BRD7 expression in MUC1-null LNCaP cells (Supplementary Fig. S1E), confirming that MUC1-C drives these PBAF components.
MUC1-C→E2F1 signaling activates PBRM1, ARID2, and BRD7 expression
MUC1-C directly interacts with E2F1 and contributes to activation of E2F1 target genes encoding PRC2 (EZH2, SUZ12, and EED) and BAF (BRG1, ARID1A) subunits [13, 17, 18]. There is no known association between E2Fs and the regulation of PBAF components. We identified putative E2F binding motifs in the PBRM1 promoter (pPBRM1) (Fig. 2A) and ChIP studies of that region demonstrated occupancy by MUC1-C and E2F1 (Fig. 2B, left and right). Re-ChIP analysis further demonstrated the detection of MUC1-C/E2F1 complexes (Fig. 2C, left and right). We also found that silencing MUC1-C decreases E2F1 occupancy (Fig. 2D). In concert with these results, silencing E2F1 resulted in downregulation of PBRM1 expression (Fig. 2E, F), in support of a MUC1-C→E2F1→PBRM1 pathway.
In extending these results, we identified putative E2F binding motifs in the ARID2 and BRD7 promoters (Fig. 3A). ChIP studies of the ARID2 promoter demonstrated occupancy of MUC1-C and E2F1 (Fig. 3B, left) and, as detected by re-ChIP analysis, that MUC1-C associates with E2F1 (Fig. 3B, right). Similar results were obtained in studies of the BRD7 promoter (Fig. 3C, left and right). Silencing MUC1-C decreased E2F1 occupancy on the ARID2 (Fig. 3D) and BRD7 (Fig. 3E) promoters. Moreover, silencing E2F1 decreased levels of ARID2 and BRD7 mRNA (Fig. 3F) and protein (Fig. 3G). These findings collectively supported involvement of the MUC1-C→E2F1 pathway in activating PBRM1, ARID2, and BRD7 expression.
MUC1-C and PBRM1 contribute to the regulation of NRF2 target gene signatures
In further investigating interactions between MUC1-C and PBAF, we found in nuclear co-IP studies that MUC1-C forms a complex with PBRM1, ARID2, and BRD7 (Fig. 4A, B). PBRM1 regulates reactive oxygen species (ROS) levels by activating NRF2 and antioxidant target genes [4]. MUC1-C has been linked to the regulation of the pentose phosphate pathway (PPP) [20]; however, there is no known relationship between MUC1-C and NRF2. Of interest in this regard, we found by GSEA of RNA-seq datasets that silencing MUC1-C (Fig. 4C) and PBRM1 (Fig. 4D) correlates significantly with downregulation of the NFE2L2.V2 signature derived from NRF2 target genes [21]. Consistent with involvement of the MUC1-C→E2F1→PBRM1/PBAF pathway, we found concordance of MUC1-C- and PBRM1-regulated NRF2 target genes (Supplementary Fig. S2A), which included SLC7A11 and G6PD, among others that were confirmed by GSEA using the SINGH_NFE2L2_TARGETS gene signature (Supplementary Fig. S2B, C). In support of these results and importantly, analysis of the TCGA and SU2C PC tumor datasets demonstrated that MUC1 significantly correlates with activation of the NFE2L2.V2 signature (Fig. 4E, F) and SLC7A11 and G6PD gene expression (Fig. 4G).
MUC1-C→E2F1→PBRM1 signaling interacts with NRF2 to promote activation of antioxidant genes
SLC7A11 encodes the xCT cystine-glutamate antiporter, which as a subunit of the Xc- system promotes cystine uptake for GSH synthesis and preservation of intracellular redox balance [22]. SLC7A11 includes an NRF2 binding motif (TGACCTAGC) at positions +11552 to +11560 in intron 1 (Fig. 5A). ChIP studies of that region demonstrated occupancy of NRF2, as well as MUC1-C and PBRM1 (Fig. 5A, left). Re-ChIP experiments further demonstrated that NRF2 associates with MUC1-C and PBRM1 (Fig. 5A, right). Silencing MUC1-C decreased NRF2 (Fig. 5B, left) and PBRM1 occupancy (Fig. 5B, right) and chromatin accessibility (Fig. 5C). Moreover, silencing MUC1-C was associated with suppression of SLC7A11 mRNA and xCT protein levels (Fig. 5D, left and right; Supplementary Fig. S3A, left and right). Similar results were obtained in response to silencing E2F1 (Supplementary Fig. S3B, left and S3C and S3D) and PBRM1 (Fig. 5E, left and right).
The PPP, which is regulated in part by glucose-6-phosphate dehydrogenase (G6PD), converts NADP+ to NADPH in maintaining redox balance [23]. G6PD is an NRF2 target gene with an NRF2 binding motif in intron-2 (Fig. 5F). ChIP-PCR studies demonstrated that NRF2 associates with MUC1-C and PBRM1 in occupying the G6PD intron-2 region (Fig. 5F, left and right). We also found that silencing MUC1-C decreases NRF2 and PBRM1 occupancy (Supplementary Fig. S3E, left and right) and chromatin accessibility (Fig. 5G). Moreover, silencing MUC1-C (Fig. 5H; Supplementary Fig. S3A), E2F1 (Supplementary Fig. S3B, right and S3C and S3D) and PBRM1 (Fig. 5I) decreased G6PD expression. Similar results were obtained for the 6-phosphogluconate dehydrogenase (PGD) gene, which like G6PD regulates the PPP [23]; that is, (i) MUC1-C, NRF2, and PBRM1 occupy the PGD intron-3 region (Supplementary Fig. S4A), (ii) silencing MUC1-C decreases chromatin accessibility of the PGD gene (Supplementary Fig. S4B), and (iii) silencing MUC1-C (Supplementary Fig. S4C), E2F1 (Supplementary Fig. S4D) and PBRM1 (Supplementary Fig. S4E) decreases PGD expression. In further support that the MUC1-C→E2F1→PBRM1 pathway also contributes to NRF2-mediated activation of antioxidant genes, we found that silencing MUC1-C (Supplementary Fig. S5A), E2F1 (Supplementary Fig. S5B) or PBRM1 (Supplementary Fig. S5C) downregulates expression of the phase II detoxification glutathione S-transferase pi (GSTP1), heme oxygenase (HMOX1), thioredoxin (TRX), TRX2, peroxiredoxin 1 (PRDX1), PRDX2, PRDX6, glutathione peroxidase 1 (GPX1) and GPX2 (Supplementary Fig. S5D, E).
MUC1-C→PBRM1 pathway regulates redox balance and the oxidative stress response
Consistent with involvement of MUC1-C→PBRM1 signaling in driving expression of antioxidant genes, silencing MUC1-C (Fig. 6A), E2F1 (Supplementary Fig. S6A), and PBRM1 (Fig. 6B) decreased NADP/NADPH, GSH, and GSH/GSSG levels. In extending these results, we treated cells with hydrogen peroxide (H2O2) and found that silencing MUC1-C (Fig. 6C) and PBRM1 (Fig. 6D) attenuates ROS-induced expression of xCT and G6PD (Supplementary Fig. S6B). Additionally, MUC1-C (Fig. 6E) and PBRM1 (Fig. 6F) were necessary for protection against H2O2-induced loss of cell viability. Treatment with cytotoxic agents, such as docetaxel, results in the activation of NRF2 target genes in response to disruption of DNA replication and redox balance [24]. In this context, silencing MUC1-C (Fig. 6G) or PBRM1 (Fig. 6H) increased docetaxel-induced cell death, in further support of the MUC1-C→PBRM1 pathway in regulating the oxidative stress response.
MUC1-C→E2F1→BRG1 signaling integrates activation of the PBAF/PBRM1 and BAF/ARID1A pathways
The BRG1 ATPase is shared by PBAF and BAF; whereas PBRM1 and ARID1A are specific components of the PBAF and BAF complexes, respectively [1]. Little is known about cross-talk between the BAF and PBAF pathways. In the present model of PC progression [12, 18], we unexpectedly found that silencing ARID1A is associated with marked upregulation of PBRM1 (Fig. 7A). As expected and like MUC1-C and PBRM1, we found that silencing BRG1 decreases xCT and G6PD expression (Fig. 7B). However, in contrast, silencing ARID1A increased xCT and G6PD levels (Fig. 7B), consistent with the associated upregulation of PBRM1. As another example of cross-talk, silencing MUC1-C suppresses the Yamanaka OSKM factors and NANOG in concert with involvement of MUC1-C in driving pluripotency [12, 18]. Silencing ARID1A was shown to induce the OSK factors [18], whereas we found here that silencing PBRM1 downregulates OSK expression (Fig. 7C). With regard to MYC and NANOG, we found that, similar to ARID1A [18], PBRM1 also drives their expression (Fig. 7C). As another example of cross-talk between the MUC1-C→BAF/ARID1A and MUC1-C→PBAF/PBRM1 pathways, silencing MUC1-C, E2F1, BRG1 and ARID1A suppressed NOTCH1 (Fig. 7D) [18] and we found that silencing PBRM1 is associated with induction of NOTCH1 expression (Fig. 7D). In addition, silencing ARID1A or PBRM1 resulted in differential regulation of the BMI1, CD44, and CD133 stemness factors (Fig. 7D). Along these lines, silencing MUC1-C, E2F1, BRG1 and ARID1A suppresses PC self-renewal capacity [18]. In contrast, the present results show that silencing PBRM1 induces tumorsphere formation (Fig. 7E), in concert with the above associated increases in ROS levels, which are linked to the regulation of CSC self-renewal capacity [25]. These findings collectively indicate that MUC1-C→E2F1→BRG1→PBAF signaling regulates redox balance, pluripotency and stemness, and integrates those functions with the MUC1-C→E2F1→BRG1→BAF pathway (Fig. 7F).
Discussion
MUC1-C appeared in mammals to afford protection of epithelial cell layers from insults, such as infections and damage, that occur with exposure to the external environment [14]. With loss of homeostasis, MUC1-C contributes to responses of inflammation, proliferation, and remodeling that promote wound healing [14]. In this way, MUC1-C induces EMT, stemness, and epigenetic reprogramming, which if prolonged as in chronic inflammation, endow the capacity for lineage plasticity in cancer progression [12, 14, 19, 26]. The present studies were performed to investigate MUC1-C-induced pathways that promote lineage plasticity in NEPC progression [12]. Our results demonstrate that MUC1-C activates E2F1 in a pathway that induces effectors of the PBAF chromatin remodeling complex. We found that MUC1-C forms complexes with E2F1 that occupy the PBRM1 promoter and that silencing MUC1-C decreases E2F1 occupancy and PBRM1 expression. We also found that MUC1-C and E2F1 are necessary for ARID2 and BRD7 expression, supporting a MUC1-C→E2F1→PBAF pathway in PC cells. Why MUC1-C→E2F1 signaling activates PBAF may contribute in part to the highly efficient capacity of CSCs to repair DNA damage and control ROS levels [27]. Transcriptional repression, which is necessary for DSB repair, is conferred by ATM and BMI1-mediated H2AK119 ubiquitylation [28]. MUC1-C promotes the DDR by activating ATM and integrating the BMI1→H2AK119Ub1 modification with PARP1 function [29, 30]. E2F1 is also a critical mediator of the DNA damage-induced cell cycle checkpoint response [31]. Moreover, PBRM1 is of importance for DNA damage-induced transcriptional repression and DNA repair [2, 3, 32]. Taken in the context of the present results that MUC1-C, E2F1, and PBRM1 regulate redox balance in PC cells, these findings indicate that the MUC1-C→E2F1→PBAF/PBRM1 pathway plays a role in protecting PC CSCs from ROS-induced genomic damage.
Consistent with the association between replicative and oxidative stress [33], CSCs protect against DNA damage by maintaining a robust antioxidant defense system [25]. PBAF/PBRM1 contributes to the regulation of ROS levels and induces the NRF2 target NQO1 and HMOX1 antioxidant genes in the response to oxidative stress [4], in support of a role for PBRM1 in activating certain stress response genes to promote cell survival [4, 6]. MUC1-C also contributes to maintaining intracellular redox balance by activating the p53-inducible regulator of glycolysis and apoptosis (TIGAR), the PPP and GSH production [20, 34]. Like MUC1-C [14], NRF2 drives CSC progression and drug resistance [24]; however, there was no known association between MUC1-C and NRF2 in regulating redox balance in cancer cells. Our results demonstrate that MUC1-C regulates the NRF2 transcriptome in PC cells and, importantly, that MUC1-C and PBRM1 drive similar sets of NRF2 target genes. Among these genes, we identified SLC7A11, which encodes the xCT subunit of the cysteine/glutamate transporter that is regulated by MUC1-C at the cell membrane and plays an important role in GSH synthesis [35]. We found that MUC1-C associates with NRF2 and PBRM1 on the SLC7A11 promoter and that silencing MUC1-C decreases (i) NRF2 and PBRM1 occupancy, and (ii) chromatin accessibility. In addition and like PBRM1, silencing MUC1-C suppressed constitutive SLC7A11/xCT expression. Increases in ROS induce SLC7A11/xCT expression and the present results demonstrate that MUC1-C and PBRM1 are also necessary for this oxidative stress response. In further support of the MUC1-C→PBAF/PBRM1 antioxidant pathway, MUC1-C and PBRM1 were necessary for the expression of additional redox homeostasis effectors, such as G6PD and PGD, and for induction of GSTP1, HMOX1, and other enzymes that maintain redox balance. In concert with these findings, silencing MUC1-C and PBRM1 was associated with decreases in NADPH and GSH and abrogation of the capacity to control ROS levels in the presence of oxidative and genotoxic stress.
The BRG1 gene is frequently mutated or silenced in multiple types of cancers, indicating a role as a tumor suppressor [1, 36]. In addition, BRG1 is overexpressed as a non-mutated protein in diverse cancers and is associated with aggressive tumors in support of an oncogenic function [37, 38]. Of relevance for the present work, BRG1 has been linked to the regulation of redox balance and self-renewal capacity [39–41]. BRG1, which is common to BAF and PBAF, is induced by MUC1-C→E2F1 signaling in PC and other types of cancer cells [18]. The findings that the MUC1-C→E2F1 pathway induces BRG1, as well as the components of both esBAF and PBAF, invoked the possibility that MUC1-C→E2F1→BRG1 signaling integrates esBAF and PBAF functions (Fig. 7F). Indeed, we identified cross-talk between ARID1A and PBRM1 expression and found that MUC1-C→PBAF/PBRM1, and not MUC1-C→BAF/ARID1A, signaling induces antioxidant gene expression (Fig. 7F). Regarding lineage plasticity, MUC1-C induces the OCT4, SOX2, KLF4, and MYC pluripotency factors in NEPC progression [12]. We found that, whereas the MUC1-C→esBAF/ARID1A pathway suppresses OCT4, SOX2, and KLF4, MUC1-C→PBAF/PBRM1 drives the expression of these factors (Fig. 7F). Moreover, our findings demonstrate that the MUC1-C→esBAF and MUC1-C→PBAF pathways are both necessary for expression of MYC, as well as NANOG, which promotes stemness, treatment resistance, and poor clinical outcomes [42, 43]. In addition, the MUC1-C→esBAF/ARID1A and MUC1-C→PBAF/PBRM1 pathways differentially regulate expression of the NOTCH1, BMI1, CD44, and CD133 stemness factors and the capacity for tumorsphere formation. Taken together, these findings indicate that (i) MUC1-C→E2F1→esBAF contributes to PC CSC self-renewal, (ii) MUC1-C→E2F1→PBAF controls redox balance, which is essential for genomic stability, and (iii) both pathways regulate pluripotency factors that drive lineage plasticity (Fig. 7F). The translational relevance of these findings is underscored by MUC1-C being a druggable target that enables therapeutic options for inhibiting a network wired for maintenance of the CSC state [14].
Materials and methods
Cell culture
Human DU-145 (ATCC) cells were cultured in RPMI1640 medium (Corning Life Sciences, Corning, NY, USA) containing 10% heat-inactivated FBS (GEMINI Bio-Products, West Sacramento, CA, USA). Human LNCaP-AI cells were grown in phenol red-free RPMI1640 medium (ThermoFisher Scientific, Waltham, MA, USA) containing 10% charcoal-stripped FBS (Millipore Sigma, Burlington, MA, USA) [12]. Human NCI-H660 NEPC cells (ATCC) were cultured in RPMI1640 medium with 5% FBS, 10 nM β-estradiol (Millipore Sigma), 10 nM hydrocortisone, 1% insulin-transferrin-selenium (Thermo Fisher Scientific) and 2 mM L-glutamine (Thermo Fisher Scientific). Cells were treated with the MUC1-C inhibitor GO-203 [12]. Authentication of the cells was performed by short tandem repeat (STR) analysis. Cells were monitored for mycoplasma contamination using the MycoAlert Mycoplasma Detection Kit (Lonza, Rockland, ME, USA). Studies were performed on cells cultured for 3–4 months.
Tetracycline-inducible and stable vector expression
MUC1shRNA (MISSION shRNA TRCN0000122938), E2F1shRNA (MISSION shRNA TRCN0000010328), E2F1shRNA#2 (MISSION shRNA TRCN0000039658), PBRM1shRNA (MISSION shRNA TRCN0000235890), PBRM1shRNA#2 (MISSION shRNA TRCN0000015994), BRG1shRNA (MISSION shRNA TRCN0000231102), ARID1AshRNA (MISSION shRNA TRCN0000059092), a control scrambled shRNA (CshRNA)(Millipore Sigma), and vectors encoding MUC1-C or the MUC1-C(AQA) mutant were inserted into pLKO-puro or pLKO-tet-puro (Plasmid #21915; Addgene, Cambridge, MA, USA). Guide RNA (CATCGTCAGGTTATATCGAG) targeting MUC1-C was cloned into the lentiCRISPRv2 vector (Addgene #52961). The viral vectors were produced in 293T cells [12]. Cells transduced with the vectors were selected for growth in 1–3 μg/ml puromycin. For tet-inducible vectors, cells were treated with 0.1% DMSO as the vehicle control or 500 ng/ml doxycycline (DOX; Millipore Sigma).
Quantitative reverse-transcription PCR (qRT-PCR)
Total cellular RNA was isolated using Trizol reagent (Thermo Fisher Scientific). cDNAs were synthesized and amplified as described [12]. Primers used for qRT-PCR are listed in Supplementary Table 1.
Immunoblot analysis
Total lysates prepared from subconfluent cells were immunoblotted with anti-MUC1-C (HM-1630-P1ABX, 1:400 dilution; ThermoFisher Scientific, Waltham, MA, USA), anti-PBRM1 (A301-591A, 1:10000; Bethyl Laboratories, Montgomery, TX, USA), anti-ARID2 (82342, 1:1000; Cell Signaling Technology (CST), Danvers, MA, USA), anti-BRD7 (15125, 1:1000; CST), anti-β-actin (A5441, 1:100,000; Sigma), anti-E2F1 (3742, 1:1000; CST), anti-SLC7A11/xCT (ab175186, 1:1000; abcam, Cambridge, MA, USA), anti-G6PD (8866, 1:1000; CST), anti-PGD (13389, 1:1000; CST), anti-BRG1 (ab110641, 1:10000; abcam, Cambridge, MA, USA), anti-ARID1A (12354, 1:500; CST), anti-OCT4 (2750, 1:1000 dilution; Cell Signaling Technology), anti-SOX2 (3579, 1:1000 dilution; Cell Signaling Technology), anti-KLF4 (12173, 1:1000 dilution; Cell Signaling Technology), anti-MYC (ab32072, 1:1000 dilution; Abcam, Cambridge, MA), anti-NANOG (4903, 1:1000; CST), anti-NOTCH1 (3608. 1:1000; CST), anti-BMI1 (6964, 1:1000, CST), anti-CD44 (KO601, 1:1000; TransGenic, Tokyo, Japan), anti-CD133 (5860, 1:1000; CST) and anti-GAPDH (5174, 1:5000, CST).
Chromatin immunoprecipitation (ChIP) assays
Formaldehyde cross-linked and sheered soluble chromatin was precipitated with pre-cleared magnetic dynabeads (ThermoFisher Scientific) and 2 μg/ml of anti-MUC1-C (HM-1630-P1ABX; ThermoFisher Scientific), anti-E2F1 (3742; CST), anti-NRF2 (12721; CST), anti-PBRM1 (8183; CST) or a control non-immune IgG (Santa Cruz Biotechnology). The DNA-antibody precipitates were reverse cross-linked at 65oC for 18 h. DNAs were purified using gel extraction columns (QIAGEN, Germantown, MD, USA) and analyzed by qPCR using the Power SYBR Green PCR Master Mix and the ABI Prism 7300 sequence detector (Applied Biosystems). Data are reported as relative fold enrichment 12. Primers used for ChIP qPCR are listed in Supplementary Table 2.
ATAC-seq analysis
Assay for Transposase-Accessible Chromatin with high-throughput sequency (ATAC-seq) was performed on purified nuclei from 50,000 cells using Tn5 transposase as described [44]. Sequencing reads were used to infer regions of changes in chromatin accessibility [44].
Tumorsphere formation assays
Cells (5 × 103) were seeded per well in six-well ultra-low attachment culture plates (Corning Life Sciences) in DMEM/F12 50/50 medium (Corning Life Sciences) with 20 ng/ml EGF (Millipore Sigma), 20 ng/ml bFGF (Millipore Sigma) and 1% B27 supplement. Cells were treated with vehicle or DOX for 10–14 days. Tumorspheres were counted under an inverted microscope in triplicate wells.
Measurements of ROS, NADP/NADPH, GSH, GSH/GSSG levels. Assays for measurements of ROS (ROS-Glo H2O2 Assay, G8820; Promega, Madison, WI, USA), NADP/NADPH (NADP/NADPH-Glo Assay, G9081; Promega), GSH (GSH-Glo Glutathione Assay, V6911; Promega) and GSH/GSSG (GSH/GSSG-Glo Assay, V6611; Promega) levels were performed according to the manufacturer’s instructions validated with internal controls. Luminescence intensity was detected using an Infinite 200 PRO (Tecan, Madison, WI, USA).
Statistical analysis
Each experiment was performed at least three times. Data are expressed as the mean ± SD. The unpaired Mann–Whitney U test or Student’s t-test was used to determine differences between means of groups. A p value of <0.05 denoted by an asterisk (*) was considered statistically significant.
Supplementary information
Acknowledgements
Research reported in this publication was supported by the National Cancer Institute of the National Institutes of Health under grant numbers CA97098, CA166480 and CA233084 awarded to DK and CA232979 awarded to SL.
Author contributions
Conceptualization, MH, DK; methodology, MH; investigation, MH, YY, NY, HR, AF, WL, AB; bioinformatics analysis, AF, MDL, SL; writing-original draft, DK; writing-review and editing, MH, SL, DK; funding acquisition, SL, MO, DK.
Data availability
The accession number for the RNA-seq data is GEO Submission GSE139335.
Competing interests
DK has equity interests in Genus Oncology, Reata Pharmaceuticals and Hillstream BioPharma and is a paid consultant to Reata and CanBas. The other authors declared no competing interests.
Footnotes
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
The online version contains supplementary material available at 10.1038/s41388-021-01899-y.
References
- 1.Hodges C, Kirkland JG, Crabtree GR. The many roles of BAF (mSWI/SNF) and PBAF complexes in cancer. Cold Spring Harb Perspect Med. 2016;6:a026930.. doi: 10.1101/cshperspect.a026930. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Kakarougkas A, Ismail A, Chambers AL, Riballo E, Herbert AD, Kunzel J, et al. Requirement for PBAF in transcriptional repression and repair at DNA breaks in actively transcribed regions of chromatin. Mol Cell. 2014;55:723–32. doi: 10.1016/j.molcel.2014.06.028. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Hopson S, Thompson MJ. BAF180: Its roles in DNA repair and consequences in cancer. ACS Chem Biol. 2017;12:2482–90. doi: 10.1021/acschembio.7b00541. [DOI] [PubMed] [Google Scholar]
- 4.Porter EG, Dhiman A, Chowdhury B, Carter BC, Lin H, Stewart JC, et al. PBRM1 regulates stress response in epithelial cells. iScience. 2019;15:196–210. doi: 10.1016/j.isci.2019.04.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Pan D, Kobayashi A, Jiang P, Ferrari de Andrade L, Tay RE, Luoma AM, et al. A major chromatin regulator determines resistance of tumor cells to T cell-mediated killing. Science. 2018;359:770–5. doi: 10.1126/science.aao1710. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Miao D, Margolis CA, Gao W, Voss MH, Li W, Martini DJ, et al. Genomic correlates of response to immune checkpoint therapies in clear cell renal cell carcinoma. Science. 2018;359:801–6. doi: 10.1126/science.aan5951. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Liu XD, Kong W, Peterson CB, McGrail DJ, Hoang A, Zhang X, et al. PBRM1 loss defines a nonimmunogenic tumor phenotype associated with checkpoint inhibitor resistance in renal carcinoma. Nat Commun. 2020;11:2135. doi: 10.1038/s41467-020-15959-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Yan Z, Cui K, Murray DM, Ling C, Xue Y, Gerstein A, et al. PBAF chromatin-remodeling complex requires a novel specificity subunit, BAF200, to regulate expression of selective interferon-responsive genes. Genes Dev. 2005;19:1662–7. doi: 10.1101/gad.1323805. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Harte MT, O'Brien GJ, Ryan NM, Gorski JJ, Savage KI, Crawford NT, et al. BRD7, a subunit of SWI/SNF complexes, binds directly to BRCA1 and regulates BRCA1-dependent transcription. Cancer Res. 2010;70:2538–47. doi: 10.1158/0008-5472.CAN-09-2089. [DOI] [PubMed] [Google Scholar]
- 10.Kadoch C, Crabtree GR. Mammalian SWI/SNF chromatin remodeling complexes and cancer: mechanistic insights gained from human genomics. Sci Adv. 2015;1:e1500447. doi: 10.1126/sciadv.1500447. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Pan J, McKenzie ZM, D’Avino AR, Mashtalir N, Lareau CA, St Pierre R, et al. The ATPase module of mammalian SWI/SNF family complexes mediates subcomplex identity and catalytic activity-independent genomic targeting. Nat Genet. 2019;51:618–26. doi: 10.1038/s41588-019-0363-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Yasumizu Y, Rajabi H, Jin C, Hata T, Pitroda S, Long MD, et al. MUC1-C drives lineage plasticity in progression to neuroendocrine prostate cancer. Nat Commun. 2020;11:338. doi: 10.1038/s41467-019-14219-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Rajabi H, Hiraki M, Kufe D. MUC1-C activates polycomb repressive complexes and downregulates tumor suppressor genes in human cancer cells. Oncogene. 2018;37:2079–88. doi: 10.1038/s41388-017-0096-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Kufe D. MUC1-C in chronic inflammation and carcinogenesis; emergence as a target for cancer treatment. Carcinogenesis. 2020;41:1173–83. doi: 10.1093/carcin/bgaa082. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Hiraki M, Maeda T, Bouillez A, Alam M, Tagde A, Hinohara K, et al. MUC1-C activates BMI1 in human cancer cells. Oncogene. 2017;36:2791–801. doi: 10.1038/onc.2016.439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Hata T, Rajabi H, Yamamoto M, Jin C, Ahmad R, Zhang Y, et al. Targeting MUC1-C inhibits TWIST1 signaling in triple-negative breast cancer. Mol Cancer Ther. 2019;18:1744–54. doi: 10.1158/1535-7163.MCT-19-0156. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Rajabi H, Hiraki M, Tagde A, Alam M, Bouillez A, Christensen CL, et al. MUC1-C activates EZH2 expression and function in human cancer cells. Sci Rep. 2017;7:7481. doi: 10.1038/s41598-017-07850-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Hagiwara M, Yasumizu Y, Yamashita N, Rajabi H, Fushimi A, Long MD. MUC1-C activates the BAF (mSWI/SNF) complex in prostate cancer stem cells. Cancer Res. 2020;81:1111–22. doi: 10.1158/0008-5472.CAN-20-2588. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Hata T, Rajabi H, Takahashi H, Yasumizu Y, Li W, Jin C, et al. MUC1-C activates the NuRD complex to drive dedifferentiation of triple-negative breast cancer cells. Cancer Res. 2019;79:5711–22. doi: 10.1158/0008-5472.CAN-19-1034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Ahmad R, Alam M, Hasegawa M, Uchida Y, Al-Obaid O, Kharbanda S, et al. Targeting MUC1-C inhibits the AKT-S6K1-elF4A pathway regulating TIGAR translation in colorectal cancer. Mol Cancer. 2017;16:33. doi: 10.1186/s12943-017-0608-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Malhotra D, Portales-Casamar E, Singh A, Srivastava S, Arenillas D, Happel C, et al. Global mapping of binding sites for Nrf2 identifies novel targets in cell survival response through ChIP-Seq profiling and network analysis. Nucleic Acids Res. 2010;38:5718–34. doi: 10.1093/nar/gkq212. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Lim JKM, Delaidelli A, Minaker SW, Zhang HF, Colovic M, Yang H, et al. Cystine/glutamate antiporter xCT (SLC7A11) facilitates oncogenic RAS transformation by preserving intracellular redox balance. Proc Natl Acad Sci USA. 2019;116:9433–42. doi: 10.1073/pnas.1821323116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Hayes JD, Dinkova-Kostova AT, Tew KD. Oxidative stress in cancer. Cancer Cell. 2020;38:167–97. doi: 10.1016/j.ccell.2020.06.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Rojo de la Vega M, Chapman E, Zhang DD. NRF2 and the hallmarks of cancer. Cancer Cell. 2018;34:21–43. doi: 10.1016/j.ccell.2018.03.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Tanabe A, Sahara H. The metabolic heterogeneity and flexibility of cancer stem cells. Cancers. 2020;12:2780.. doi: 10.3390/cancers12102780. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Li W, Zhang N, Jin C, Long MD, Rajabi H, Yasumizu Y, et al. MUC1-C drives stemness in progression of colitis to colorectal cancer. JCI Insight. 2020;5:137112. doi: 10.1172/jci.insight.137112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Vitale I, Manic G, De Maria R, Kroemer G, Galluzzi L. DNA damage in stem cells. Mol Cell. 2017;66:306–19. doi: 10.1016/j.molcel.2017.04.006. [DOI] [PubMed] [Google Scholar]
- 28.Papamichos-Chronakis M, Peterson CL. Chromatin and the genome integrity network. Nat Rev Genet. 2013;14:62–75. doi: 10.1038/nrg3345. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Huang L, Liao X, Beckett M, Li Y, Khanna KK, Wang Z, et al. MUC1-C oncoprotein interacts directly with ATM and promotes the DNA damage response to ionizing radiation. Genes Cancer. 2010;1:239–50. doi: 10.1177/1947601910368059. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Yamamoto M, Jin C, Hata T, Yasumizu Y, Zhang Y, Hong D, et al. MUC1-C integrates chromatin remodeling and PARP1 activity in the DNA damage response of triple-negative breast cancer cells. Cancer Res. 2019;79:2031–41. doi: 10.1158/0008-5472.CAN-18-3259. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Kent LN, Leone G. The broken cycle: E2F dysfunction in cancer. Nat Rev Cancer. 2019;19:326–38. doi: 10.1038/s41568-019-0143-7. [DOI] [PubMed] [Google Scholar]
- 32.Brownlee PM, Chambers AL, Cloney R, Bianchi A, Downs JA. BAF180 promotes cohesion and prevents genome instability and aneuploidy. Cell Rep. 2014;6:973–81. doi: 10.1016/j.celrep.2014.02.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Somyajit K, Gupta R, Sedlackova H, Neelsen KJ, Ochs F, Rask MB, et al. Redox-sensitive alteration of replisome architecture safeguards genome integrity. Science. 2017;358:797–802. doi: 10.1126/science.aao3172. [DOI] [PubMed] [Google Scholar]
- 34.Yin L, Kosugi M, Kufe D. Inhibition of the MUC1-C oncoprotein induces multiple myeloma cell death by downregulating TIGAR expression and depleting NADPH. Blood. 2012;119:810–6. doi: 10.1182/blood-2011-07-369686. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Hasegawa M, Sinha RK, Kumar M, Alam M, Yin L, Raina D, et al. Intracellular targeting of the oncogenic MUC1-C protein with a novel GO-203 nanoparticle formulation. Clin Cancer Res. 2015;21:2338–23347. doi: 10.1158/1078-0432.CCR-14-3000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Schick S, Rendeiro AF, Runggatscher K, Ringler A, Boidol B, Hinkel M, et al. Systematic characterization of BAF mutations provides insights into intracomplex synthetic lethalities in human cancers. Nat Genet. 2019;51:1399–410. doi: 10.1038/s41588-019-0477-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Wu Q, Lian JB, Stein JL, Stein GS, Nickerson JA, Imbalzano AN. The BRG1 ATPase of human SWI/SNF chromatin remodeling enzymes as a driver of cancer. Epigenomics. 2017;9:919–31. doi: 10.2217/epi-2017-0034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Guerrero-Martinez JA, Reyes JC. High expression of SMARCA4 or SMARCA2 is frequently associated with an opposite prognosis in cancer. Sci Rep. 2018;8:2043. doi: 10.1038/s41598-018-20217-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Kidder BL, Palmer S, Knott JG. SWI/SNF-Brg1 regulates self-renewal and occupies core pluripotency-related genes in embryonic stem cells. Stem Cells. 2009;27:317–28. doi: 10.1634/stemcells.2008-0710. [DOI] [PubMed] [Google Scholar]
- 40.Zhang X, Li B, Li W, Ma L, Zheng D, Li L, et al. Transcriptional repression by the BRG1-SWI/SNF complex affects the pluripotency of human embryonic stem cells. Stem Cell Rep. 2014;3:460–74. doi: 10.1016/j.stemcr.2014.07.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.King HW, Klose RJ. The pioneer factor OCT4 requires the chromatin remodeller BRG1 to support gene regulatory element function in mouse embryonic stem cells. eLife. 2017;6:e22631.. doi: 10.7554/eLife.22631. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Lu X, Mazur SJ, Lin T, Appella E, Xu Y. The pluripotency factor nanog promotes breast cancer tumorigenesis and metastasis. Oncogene. 2014;33:2655–64. doi: 10.1038/onc.2013.209. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Jeter CR, Yang T, Wang J, Chao HP, Tang DG. Concise review: NANOG in cancer stem cells and tumor development: an update and outstanding questions. Stem Cells. 2015;33:2381–90. doi: 10.1002/stem.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Buenrostro JD, Wu B, Chang HY, Greenleaf WJ. ATAC-seq: a method for assaying chromatin accessibility genome-wide. Curr Protoc Mol Biol. 2015;109:1–9. doi: 10.1002/0471142727.mb2129s109. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The accession number for the RNA-seq data is GEO Submission GSE139335.