Abstract:
Emerging evidence demonstrates that subunits of the SWI/SNF chromatin remodeling complex are specifically mutated at high frequency in a variety of human cancer types. SNF5 (SMARCB1/INI1/BAF47), a core subunit of the SWI/SNF complex, is inactivated in the vast majority of rhabdoid tumors (RT), an aggressive type of pediatric cancer. SNF5-deficient cancers are diploid and genomically stable, suggesting that epigenetically based changes in transcription are key drivers of tumor formation caused by SNF5 loss. However, there is limited understanding of the target genes that drive cancer formation following SNF5 loss. Here we performed comparative expression analyses upon three independent SNF5-deficient cancer data sets from both human and mouse and identify downregulation of the BIN1 tumor suppressor as a conserved event in primary SNF5-deficient cancers. We show that SNF5 recruits the SWI/SNF complex to the BIN1 promoter, and that the marked reduction of BIN1 expression in RT correlates with decreased SWI/SNF occupancy. Functionally, we demonstrate that re-expression of BIN1 specifically compromises the proliferation of SNF5-deficient RT cell lines. Identification of BIN1 as a SNF5 target gene reveals a novel tumor suppressive regulatory mechanism whose disruption can drive cancer formation.
Received: April 4, 2012; Accepted: April 4, 2012; Published Online: May 15, 2012
Subunits of SWI/SNF chromatin remodeling complexes are specifically mutated in a variety of cancers. Specific biallelic inactivation of the core SWI/SNF subunit SNF5 (also known as SMARCB1, INI1 and BAF47) is present in 98% of malignant rhabdoid tumors (RT).
SWI/SNF complexes occupy a key position at the intersection between epigenetic regulation and tumor suppression. These evolutionarily conserved complexes utilize the energy of ATP hydrolysis to mobilize nucleosomes, remodel chromatin and regulate transcription of numerous target genes. Transcriptional regulation by SWI/SNF complexes has been implicated in the balanced control of proliferation and differentiation in multiple tissues.
Recent evidence suggests that epigenetically driven changes in gene expression may drive tumorigenesis following SNF5 inactivation. Despite their aggressive nature, RT are diploid, and, aside from loss of SNF5 itself, the large majority are indistinguishable from normal cells on high-density SNP arrays.
The BIN1 (bridging integrator 1/box-dependent Myc interactor 1/amphyphysin II) gene encodes a collection of approximately 10 alternatively spliced SH3 adaptor proteins, which have varied expression patterns and subcellular localization.
Interestingly, loss of BIN1 expression without genetic mutation has been observed in several human cancers, suggesting the mechanism of inactivation may primarily be epigenetic.
The lack of detectable alteration in DNA repair caused by SNF5 loss together with the resulting genomically stable cancers suggest a central role for epigenetically driven changes in gene expression in the etiology of RT.
| Phenotype Test | Gene | Rank | Fold change |
| Rhabdoid Tumor (CNS) vs. All | BIN1 | 9/4498 down | -1.75 |
| SNF5 | 10/4498 down | -1.68 | |
| Medulloblastoma vs. All | BIN1 | 2883/4607 down | -1.10 |
| SNF5 | 3055/4222 up | +1.06 | |
| Ewing's Sarcoma (GSE1825) | BIN1 | 2018/4152 down | -1.05 |
| vs. All | SNF5 | 1460/4677 up | +1.09 |
| Wilms Tumor (GSE2712) | BIN1 | 1825/4690 up | +1.12 |
| vs. All | SNF5 | 1036/4690 up | +1.17 |
| Neuroblastoma (GSE1825) | BIN1 | 167/4568 up | +1.23 |
| vs. All | SNF5 | 2179/4568 up | +1.09 |
| Clear Cell Sarcoma of Kidney | BIN1 | 2836/4561 up | +1.12 |
| (GSE2712) vs. All | SNF5 | 3876/4561 up | +1.03 |
| Primary Prostate Cancer | BIN1 | 2601/4340 up | +1.19 |
| (GSE6919) vs. All | SNF5 | 2050/4340 up | +1.21 |
| Lung Adenocarcinoma | BIN1 | 2755/4410 up | +1.07 |
| (GSE7670) vs. All | SNF5 | 3812/4419 down | -1.03 |
| Primary Invasive Breast Tumor | BIN1 | 2418/4377 down | -1.11 |
| (GSE1456) vs. all | SNF5 | 3347/4377 down | -1.05 |
| Ovarian Carcinoma (GSE7463) | BIN1 | 1470/4383 up | +1.20 |
| vs. all | SNF5 | 3858/4383 up | +1.04 |
| Gadd, et. al. 2010 (GSE11482) | |||
| Phenotype Test | Gene | Rank | Fold change |
| Rhabdoid Tumor (Kidney) | BIN1 | 90/7490 down | -2.35 |
| vs. All | SNF5 | 4/7490 down | -2.72 |
| Cellular Mesoblastic Nephroma | BIN1 | 844/6270 up | +1.49 |
| vs. All | SNF5 | 5531/6270 up | +1.04 |
| Wilms Tumor | BIN1 | 5544/6574 up | +1.05 |
| vs. All | SNF5 | 149/6574 up | +1.76 |
| Clear Cell Sarcoma of Kidney | BIN1 | 3907/5323 up | +1.06 |
| vs. All | SNF5 | 5524/7998 down | -1.12 |
The Comparative Marker Selection algorithm on the GenePattern website (http://genepattern.broadinstitute.org/) was used to identify genes whose up- or downregulation is most closely correlated with a particular class of tumor samples (i.e., RT) compared with all others in the data set combined (All). Genes were either upregulated (up) or downregulated (down) in a tumor type when compared with all others and were ranked based on their association with the tumor phenotype in question. Fold change represents the degree of up- or downregulation of a gene in the tumor type being tested compared with the other tumors.
In order to identify potential targets of SNF5, we next used the GeneNeighbor algorithm (GenePattern) to identify genes whose expression levels were most similar to those of SNF5 across both SNF5-deficient and SNF5-expressing human cancers.
Figure 1.BIN1 downregulation is a conserved event in SNF5-deficient tumors. (A) Expression data from 9 RT, 4 RT cell lines and 17 medulloblastomas were merged with samples from data sets downloaded from the Gene Expression Omnibus [Ewings Sarcoma and Neuroblastoma (GSE1825), Wilms Tumor and clear cell sarcoma of the kidney (GSE2712), prostate cancer (GSE6919), ovarian cancer (GSE7463), lung cancer, (GSE7670) and breast cancer (GSE1456)] and normalized by replacing the raw expression value for each gene with its rank in each individual microarray sample, from lowest to highest. The nearest neighbors of SNF5 (genes whose expression values followed similar patterns across the microarray samples) were identified in the merged, normalized data set using the GeneNeighbor algorithm on the GenePattern website. BIN1 is the top gene neighbor of SNF5, with a cosine distance score of 0.008 relative to SNF5. (B) Both BIN1 and SNF5 are specifically downregulated in RT compared with other tumors. A non-parametric (Mann-Whitney) test was performed based on the ranks of SNF5 and BIN1 gene expression in RT and non-RT (p < 0.0001). A scatterplot of this data was generated using GraphPad Prism. EW: Ewings Sarcoma; NB: Neuroblastoma; WT: Wilms Tumor; CCSK: Clear Cell Sarcoma of the Kidney; MD: Medulloblastoma; PR: Prostate Cancer; OV: Ovarian Cancer; BR: Breast Cancer; LU: Lung Cancer. (C) Independent verification of specific BIN1 downregulation in RT of the kidney. Expression data from a recently published study of pediatric kidney tumors (38) was downloaded from GEO (GSE11482) and an unpaired, two-tailed t test was performed based on the raw expression value of SNF5 and BIN1 in RT and non-RT (p < 0.0001). CMN: cellular mesoblastic nephroma; CCSK: Clear Cell Sarcoma of the Kidney; WT: Wilms Tumor. Note that the WT and CCSK samples presented here are independent from the samples analyzed in A and B. (D) Bin1 expression is downregulated in CD8+ lymphomas caused by conditional inactivation of Snf5. Quantitative real-time PCR was performed using cDNA prepared from wild type and Snf5-deficient lymphoma CD8+ T cells purified from 3 mice of each genotype. Rps8 was used as a reference gene to calculate the dCt. An unpaired T-test was used to calculate p values from the dCts. Relative expression was determined using the ddCt method. Error bars represent standard error (SE) of at least 3 independent samples.
We next sought to validate these findings in an independent data set by evaluating BIN1 expression in SNF5-deficient tumors originating in a different organ. We utilized comparative marker selection to analyze recently published gene expression data from pediatric kidney tumors that included RT of the kidney, cellular mesoblastic nephroma and samples of Wilms tumor and clear cell sarcoma independent from those analyzed in
To evaluate the relationship between SNF5 and BIN1 in a third cancer system, we examined the expression of Bin1 in murine CD8+ lymphomas driven by deletion of Snf5.
We next investigated the mechanism underlying altered expression of BIN1 to determine whether the downregulation was directly due to SNF5 loss. We retrovirally transduced the SNF5-deficient RT cell line BT16 with either FLAG-tagged SNF5 or vector control. BIN1 was reproducibly upregulated upon SNF5 reintroduction (
Figure 2. SNF5 regulates BIN1 expression. (A) Reintroduction of SNF5 into two SNF5-deficient RT cell lines derived from either brain or kidney tumors leads to increased BIN1 expression. Quantitative real-time PCR was performed using cDNA prepared from BT16 cells retrovirally transduced with either empty vector or FLAG-SNF5. Expression analysis of p16INK4A was included as a positive control. Error bars represent SE of 3 independent experiments. (B) Excision of Snf5 in primary MEFs leads to decreased Bin1 expression. RNA from three independent WT and Snf5 fl/fl MEFs was applied to an Affymetrix 430A 2.0 array. Hybridization values for Bin1 in WT and Snf5 fl/fl MEFs were compared using an unpaired, two-tailed t test (p = 0.039). A scatterplot of this data was generated using GraphPad Prism.
To more specifically evaluate the mechanism of BIN1 regulation, we evaluated whether loss of SNF5 resulted in aberrant silencing of BIN1 due to altered recruitment of SWI/SNF to the BIN1 promoter. We reintroduced SNF5 into BT16 cells as above and performed chromatin immunoprecipitation analysis of the SWI/SNF ATPase BRG1 at the BIN1 promoter. We observed specific SNF5-dependent enrichment of BRG1 (
Figure 3. SNF5 recruits the SWI/SNF complex to the BIN1 promoter. Chromatin from BT16 cells retrovirally transduced with either empty vector or FLAG-SNF5 was immunoprecipitated with an anti-BRG1 antibody. Data are presented as relative fold enrichment of BRG1 ChIP over IgG ChIP. Error bars represent standard error (SE) of 3 independent samples. A paired T test was performed comparing the relative fold enrichment of BRG1 ChIP over IgG ChIP at the BIN1 promoter and at the IGX1A negative control region.
9 and isoform 10, into BT16 cells (
Figure 4. Aberrant epigenetic silencing of BIN1 is required for the proliferation of SNF5-deficient tumor cell lines. (A-B) western blots showing expression of the AcGFP (A) and DsRed monomer (B) BIN1 fusion proteins in unsorted cell lines. (C) western blot showing that the fusion proteins are translated in frame and are recognized by a BIN1 antibody. Note endogenous expression of BIN1 in the U2OS osteosarcoma cell line. (D-E) Forced expression of the ubiquitous BIN1 isoforms has no effect on the proliferation of a BIN1-expressing cell line (D), but specifically inhibits proliferation of the RT cell line BT16 (E), indicating that these growth of these cells is dependent on loss of BIN1 expression. Error bars represent standard error (SE) of two independent replicates.
SNF5-deficient RT are almost exclusively diploid and genomically stable and lack recurrent genetic abnormalities on SNP arrays other than at the SNF5 locus. Rather, deregulation of expression of known SNF5 targets, such as CCND1, GLI1, RHOA, AURKA and c-MYC, without evidence of genetic amplification suggests that epigenetically based alteration of gene expression is a key mechanism of SNF5-mediated tumor suppression.
Several lines of evidence indicate that negative regulation of MYC represents a major aspect of BIN1-mediated tumor suppression. BIN1 inhibits MYC-induced gene activation in vitro and is required for apoptosis caused by MYC overexpression.
The fact that expression of BIN1 is attenuated in human cancer without frequent genetic mutation underscores both the importance of BIN1 activity in tumor suppression and the potential impact of epigenetic deregulation of gene expression in cancer.
Identification of BIN1 as a SNF5 target gene whose downregulation promotes the genesis of SNF5-deficient tumors may also have implications for the treatment of these aggressive cancers. For example, the gene indoleamine-2,3-dioxygenase (IDO) is an immunomodulatory enzyme constitutively overexpressed in many human tumors, whose elevation can promote evasion of immune surveillance by tumors. Ido is regulated by BIN1 in mice and is required for immune escape by MYC/HRAS-transformed Bin1-deficient primary cells. An orally bioavailable IDO inhibitor was found to potentiate the effects of several chemotherapeutic agents in a BIN1-deficient breast cancer mouse model.
Identification of BIN1 as a SNF5 target gene silenced in RT constitutes a novel mechanism of tumor suppression and demonstrates the potential of mining cancer transcriptomes to establish novel pathways that would not otherwise be identified by sequencing of cancer genomes. Integration of genome-wide expression data with epigenomic analyses will provide crucial insight into the contributions of alterations of the chromatin landscape to transcriptional programs that promote oncogenesis. SNF5-deficient tumors represent a useful system in which to initiate such studies, given that they are diploid, appear genomically stable and are initiated by mutation of a chromatin regulator. As mutations in other SWI/SNF subunits have recently been found at high frequency in several other types of human cancer, it will be important to determine whether these cancers are driven by deregulation of similar pathways.
The RT and medulloblastoma microarray data sets were previously described in reference
Whole-cell lysates were prepared by incubating cells on ice in RIPA lysis buffer for 20 min followed by centrifugation at 15,000x g for 10 min. Supernatant was collected and protein concentration determined using Bradford reagent (Bio‑Rad). Proteins were separated using SDS-PAGE and transferred to PVDF membranes (Millipore). The following antibodies were used: SNF5 (Bethyl; A301-087A), BIN1/Amphiphysin II (Santa Cruz Biotechnology; 2F11 clone, sc-23918), actin-HRP (Abcam; 20272-200), DsRed-monomer (Clontech; 632496), AcGFP (Clontech, 632375) and HRP conjugated secondary antibodies (Jackson Immunoresearch).
Murine CD8+ T cells were isolated from Snf5 wild-type spleens (n = 3) or from Snf5-deficient CD8+ lymphomas (n = 3) from the same line of 129-BL6 mice using the MACS CD8+ T-cell isolation kit (Miltenyi Biotec). Total RNA was extracted using Trizol reagent (Invitrogen) and reverse-transcribed by the Reverse Transcription System (Promega). Quantitative real-time PCR was performed using the iQ SYBR Green Supermix and iCycler (Bio-Rad). For analysis, gene expression was normalized to Rps8. mBin1 Fwd: TTC GGA CCT ATC TGG CTT CTG, Rev: CCT CCT GAA GAC ACT CAC TCA; mSnf5 Fwd: ACA GTG GAG ATT GCC ATC CG, Rev: ACG CCT CAT TCG CCT TGT GT; mRps8 Fwd: GCG AAA ACC CTA CCA CAA GA, Rev: GAA AAG TTC CCC ACA TCC AA.
Primary WT and Snf5-conditional MEFs were cultured and harvested as described previously and infected two times with pBabe-puror-Cre retroviral supernatant at 4 h intervals (with 4 μg hexadimethrine bromide per mL retrovirus).
BT16 cells were cultured in DMEM supplemented with 10% Fetalplex (Gemini Bio-Products) and 1% penicillin/streptomycin. RT cell lines were infected two times with either pBABE-puror or pBABE-puror-FLAG-hSNF5 (a kind gift of R. Kingston) retroviral supernatant at 3 h intervals with 4 μg hexadimethrine bromide per mL retrovirus. Cells were stably selected in medium containing puromycin (1.0–1 .5 μg/ mL) 48 h after infection. Western blots and quantitative real-time PCR were performed as described above. For analysis, gene expression was normalized to GAPDH (Fwd: AAT CCC ATC ACC ATC TTC, Rev: ATG AGT CCT TCC ACG ATA CC). The BIN1 primers were designed to recognize all BIN1 isoforms. BIN1 Fwd: GCA GTG CGT CCA GAA TTT CAA, BIN1 Rev: CCA ATC GGG CTC ATA CAC CT. p16INK4A Fwd: GAA GGT CCC TCA GAC ATC CCC, p16INK4A Rev: CCC TGT AGG ACC TTC GGT GAC.
Chromatin immunoprecipitation was performed using the SimpleChIP Enzymatic Chromatin IP Kit (Cell Signaling) supplemented with Protein G Sepharose Fast Flow (GE Healthcare). Approximately 1.5 x 107 cells were used per IP. Chromatin was digested using 3.5 μL MNase per 4.5 x 107 cells and sonicated 3x for 10 sec pulses with the Fisher Sonic Dismembrator Model 100 at power setting 3. BRG1 was immunoprecipitated with 10 μL α-SNF2β/BRG1 (Upstate/Millipore, 07–478, lot numbers DAM1647877, DAM1718075, R0706B0022). Quantitative real-time PCR was performed as described above. IGX1A negative control primers (SABiosciences) were used to demonstrate specific target binding enrichment. BIN1 ChIP primers: Fwd-CTT CGC CGC ACT TTC TCT TTG AT, Rev-AGT AAT CTC CTG CAA CCC AGG AA.
BIN1 isoform 9 and 10 cDNA was cut from the EcoRI site of pcDNA3.1 (provided by G. Prendergast) and, respectively, cloned into the EcoRI site of pRetroQ-AcGFP‑C1 and pRetroQ-DsRed-monomer-C1 (Clontech), which both contain a hybrid CMV/MSV promoter to drive gene expression. Retroviral supernatant was harvested after co-transfection of 293T cells with a pRetroQ-BIN1 construct and the pCL-10A1 retroviral packaging vector using FuGeneHD transfection reagent (Roche). To reintroduce both BIN1 isoforms, cells were first infected as above with pRetroQ-DsRed-BIN1 isoform10, stably selected in medium containing puromycin (1.0–1.5 μg/mL) then infected with pRetroQ-AcGFP-BIN1 isoform9. BT16 and U2OS cells were cultured as above. The top 50% of cells expressing both DsRed and AcGFP were sorted using the FACSAria II cell sorting system (BD Biosciences) and plated 2–5 x 104 per well. Cells were counted every 3 d after sorting for 15 d total with the Countess Automated Cell Counter (Invitrogen).
No potential conflicts of interest were disclosed.
The authors would like to thank George Prendergast for providing the BIN1 constructs, David James for providing the BT16 cell line, and Jonathan Jesneck and Madeleine Lemieux for helpful discussions about cross-platform analysis. This work was supported in part by NCI PHS award R01CA113794 (C.W.M. Roberts). C.W.M. Roberts is a recipient of a Stand Up 2 Cancer Innovative Research Grant. The Garrett B. Smith Foundation provided additional support.
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